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. Author manuscript; available in PMC: 2006 Oct 20.
Published in final edited form as: J Mol Biol. 2006 Aug 1;362(4):861–875. doi: 10.1016/j.jmb.2006.07.072

Co-evolutionary Analysis of Domains in Interacting Proteins Reveals Insights into Domain–Domain Interactions Mediating Protein–Protein Interactions

Raja Jothi 1,*, Praveen F Cherukuri 1,2, Asba Tasneem 3, Teresa M Przytycka 1,*
PMCID: PMC1618801  NIHMSID: NIHMS12751  PMID: 16949097

Abstract

Recent advances in functional genomics have helped generate large-scale high-throughput protein interaction data. Such networks, though extremely valuable towards molecular level understanding of cells, do not provide any direct information about the regions (domains) in the proteins that mediate the interaction. Here, we performed co-evolutionary analysis of domains in interacting proteins in order to understand the degree of co-evolution of interacting and non-interacting domains. Using a combination of sequence and structural analysis, we analyzed protein–protein interactions in F1-ATPase, Sec23p/Sec24p, DNA-directed RNA polymerase and nuclear pore complexes, and found that interacting domain pair(s) for a given interaction exhibits higher level of co-evolution than the noninteracting domain pairs. Motivated by this finding, we developed a computational method to test the generality of the observed trend, and to predict large-scale domain–domain interactions. Given a protein–protein interaction, the proposed method predicts the domain pair(s) that is most likely to mediate the protein interaction. We applied this method on the yeast interactome to predict domain–domain interactions, and used known domain–domain interactions found in PDB crystal structures to validate our predictions. Our results show that the prediction accuracy of the proposed method is statistically significant. Comparison of our prediction results with those from two other methods reveals that only a fraction of predictions are shared by all the three methods, indicating that the proposed method can detect known interactions missed by other methods. We believe that the proposed method can be used with other methods to help identify previously unrecognized domain–domain interactions on a genome scale, and could potentially help reduce the search space for identifying interaction sites.

Keywords: co-evolution, protein—protein interaction, domain—domain interaction

Abbreviations used: MLE, Maximum Likelihood Estimation; PDB, Protein Data Bank; RCDP, Relative Co-evolution of Domain Pairs; SLA, Sequence Lengths Assigned; DPEA, Domain Pair Exclusion Analysis; RDFF, Random Decision Forest Framework

Introduction

Post-genomic advances in molecular biology have helped uncover the intricate interplay between proteins in metabolic, signaling and regulatory pathways. Identification of protein–protein interactions is an essential step towards a better understanding of various cellular processes. Various high-throughput experimental techniques such as mass spectrometry, yeast two-hybrid, and tandem affinity purification have been used to discover and generate large scale protein interaction data.18 In addition, several computational approaches towards predicting protein–protein interactions have been proposed in an effort to complement experimental methods.923

Protein–protein interaction networks, though extremely valuable towards molecular level understanding of cells, do not provide insights on interaction specificity at the domain level. Most often, it is only a fraction of a protein that directly interacts with its biological partners. Since two thirds of proteins in prokaryotes and four fifths of proteins in eukaryotes are multidomain proteins,24,25 interaction between two proteins (either stably or transiently) often involves binding of pair(s) of domains. Importantly, understanding interaction at the domain level is a critical step towards a thorough understanding of the protein–protein interaction networks and their evolution.

Statistical analysis of domain co-occurrence in interacting proteins (known as the Association Method) have been used towards predicting protein–protein interactions.2629 The underlying idea behind this type of approach is to identify domain pairs that co-occur significantly more often in interacting proteins than in non-interacting proteins, and use this information to identify new protein–protein interactions. Deng et al.30 applied the Maximum Likelihood Estimation (MLE) method to infer domain–domain interactions from a given protein interaction network. They estimated the probability of interaction between every domain pair, and used it to predict protein–protein interactions. Instead of identifying domain interactions with the goal of predicting new protein–protein interactions, Nye et al.31 proposed the lowest p-value method, which focuses on identifying domain–domain interactions that are most likely to mediate a given protein–protein interaction. They performed a comprehensive comparative analysis of the association,26 MLE,30 and the lowest p-value31 methods and showed that (i) the overall prediction accuracy of the MLE and the lowest p-value methods is only as good as a random method, which is about 55%, and (ii) the association method was the worst among the four with a prediction accuracy of about 52%. Chen and Liu32 used Random Decision Forest Framework (RDFF) to predict domain–domain interactions, which are then used to predict protein–protein interactions. Recently, Riley et al.33 extended ideas from earlier methods2628,30 by adding a likelihood ratio test to assess the contribution of each potential domain–domain interaction to the likelihood of a given set of protein–protein interactions. They demonstrated that their method performs considerably better than the association and MLE methods.

At the structural level, considerable amount of work has been done to understand protein/domain interactions. Littler and Hubbard 34 performed a comprehensive analysis of domain–domain interactions observed in protein structures in an effort to understand comparative orientation and interacting surfaces of structurally unsolved domain pairs. Gong et al.35 used geometric properties/tools such as accessible surface area and Voronoi diagram on Protein Data Bank (PDB) crystal structures of protein complexes to detect domain interaction interfaces. Shoemaker et al.36 used a conserved binding mode analysis on domain–domain interactions inferred from PDB crystal structures to detect binding surfaces of biological relevance. Neduva et al.37 studied interactions that involve binding between a globular domain in one protein and a short linear motif (pattern of three to eight residues), and proposed a systematic approach to discover these motifs. For a comprehensive review of structure-based interaction studies, we refer the reader to Aloy and Russell's recent review on protein interactions.38

Structural information is necessary and critical for a full understanding of molecular/domain level interaction. However, as the number of interactions with known protein structures is far fewer than the number of interactions, it makes it difficult to understand domain level interactions at the genomic scale. Here, we attempt to understand domain–domain interactions at the sequence level. Specifically, we investigate the relative degree of co-evolution of domains in interacting proteins to understand whether or not interacting domain pairs exhibit higher level of co-evolution that those that are non-interacting. The concept of co-evolution has been widely applied in predicting protein–protein interactions solely based on sequence information14,16,3944 as well as the gene expression data.45,46 The underlying assumption behind this concept is that the interacting partners must co-evolve so that changes in a protein's binding surface are complemented in the interface of its partner.14,47,48 We use co-evolutionary analysis to study protein–protein interactions in F1-ATPase, Sec23p/Sec24p, DNA-directed RNA polymerase, and nuclear pore complexes, and show that the degree of co-evolution of interacting domain pair(s) between two interacting proteins is higher than that of non-interacting domain pairs. We then develop a computational method, Relative Co-evolution of Domain Pairs (RCDP), to test the generality of the observed behavior, and to predict large-scale domain–domain interactions using the yeast inter-actome. The proposed method, given a pair of interacting proteins, predicts the domain pair(s) that is most likely to mediate the interaction. Predicted domain–domain interactions are validated against a set of known domain–domain interactions found in PDB49 crystal structures (as reported in iPfam50). We finally compare RCDP's prediction results with those from two other methods, and show that the RCDP method can predict known domain interactions that are missed by the other methods.

Results and Discussion

Co-evolution of domain pairs in interacting proteins

To assess the degree of co-evolution of domain pairs in interacting proteins, we considered protein–protein interactions in the Saccharomyces cerevisiae (yeast) genome. A schematic overview of assessing the degree of co-evolution between two protein/ domain families is shown in Figure 1. In this type of analysis, multiple sequence alignments of two proteins/domains for a common set of species are used to construct phylogenetic trees and similarity matrices. The degree of co-evolution of the two domains is measured by computing a linear correlation coefficient of the two similarity matrices, which implicitly compares the evolutionary histories of the two domains.

Figure 1.

Figure 1

A schematic overview of the co-evolutionary analysis. Multiple sequence alignments of two yeast proteins for a common set of species are constructed, followed by the construction of their phylogenetic trees and similarity matrices. The extent of agreement between the evolutionary histories of the two yeast proteins is assessed by computing a linear correlation coefficient between the two similarity matrices.

To study the relative degree of co-evolution of domain pairs in interacting proteins, interacting proteins are first assigned with Pfam Hidden Markov Model (HMM)51 profiles. Then, as shown in Figure 2, the correlation (agreement) scores, measuring the degree of co-evolution of all possible domain pairs between the two interacting proteins, are computed. Multiple sequence alignment for domain D in protein P is constructed by extracting those regions in P's multiple sequence alignment that correspond to D (see Materials and Methods for more details). Under the co-evolution hypothesis, which assumes that interacting domains undergo correlated mutations, domain pairs that are mediating the interaction between two proteins are expected to have co-evolved, and thus are expected to have high correlation score. To test this hypothesis, we began by examining yeast interactions supported by at least one PDB crystal structure. For a given protein–protein interaction, correlation scores of the interacting domain pairs (inferred from crystal structures) are compared against those domain pairs not known to interact to see whether or not the interacting domain pairs do really exhibit relatively high level of co-evolution. If two interacting proteins, P and Q, have two domains each, then there are a total of four domain–domain interaction possibilities between them.

Figure 2.

Figure 2

Relative degree of co-evolution of domains in interacting proteins. (a) Domain architecture of proteins P and Q (shown using gray boxes) that are known to interact (interaction sites are shown as black boxes). (b) Correlation (agreement) scores, measuring the degree of co-evolution, for all possible domain pairs in P and Q. Domain pairs that mediate the interaction between proteins P and Q are expected to have co-evolved, and thus are expected to have a high correlation score.

Interactions in F1-ATPase complex

The F1-ATP synthase is a five-subunit catalytic core (in a stoichiometry of 3α, 3β, 1γ, 1δ, and 1ɛ), which uses transmembrane proton motive force generated by photosynthesis or oxidative phosphorylation to drive the synthesis of ATP from ADP and inorganic phosphate. The central stalk, comprising 3α, 3β, and 1γ subunits, links F1 complex to the nine-subunit transmembrane channel through which the protons are pumped (F0 complex). The rod-shaped asymmetrical γ-subunit rotates inside a cylinder made of three α and β-subunits, arranged alternately5256, making contacts with α and β-subunits.

In this complex, we focused our attention on three interactions among the α, β, and γ chains (genes ATP1, ATP2, ATP3, respectively). The corresponding yeast proteins for the α, β, and γ chains (YBL099w, YJR121w, YBR039w, respectively) were assigned with Pfam domains. The α-subunit (YBL099w) was inferred to contain three domains: beta-barrel domain (PF02874, 2e-18), nucleotide-binding domain (PF00006, 3e-122), and C-terminal domain (PF00306, 2e-37). The β-subunit (YJR121w), a close homolog of the α-subunit, was inferred to contain the same three domains as well. The γ-subunit (YBR039w) contained just the ATP synthase domain (PF00231, 1e-130). Figure 3(a) depicts the domain architecture of the sequences along with the true domain–domain interactions between the subunits. The results from co-evolutionary analysis (using orthologs from 22 species) are listed as tables in Figure 3(b), which clearly shows that those domain pairs that interact do, in fact, have relatively high correlation scores. A cartoon of one of several bovine mitochondrial F1-ATPase crystal structures (PDB: 1h8e), supporting the interactions, is shown in Figure 3(c). Despite the complexity of this system, it is remarkable that the degree of co-evolution among the interacting domain pairs is clearly higher than that among the non-interacting domain pairs. In particular, between the α and the β chains, seven out of the nine domain pairs that are known to interact have higher correlation than the two noninteracting domain pairs. In comparison, an approach that picks seven domain pairs out of the nine possibilities at random (without replacement) will have a 0.028 probability (p-value) of getting all its seven picks correct (truly interacting domain pairs).

Figure 3.

Figure 3

Interactions among alpha (ATP1), beta (ATP2), and gamma (ATP3) chains of the ATPase. (a) Protein sequences are shown using thick colored lines: red for the alpha chain, green for the beta chain, blue for the gamma chain, and black for alpha or beta chain. Pfam domain annotations are shown using rectangular boxes (not drawn to scale). The names of the protein sequences are to the left of the domain architecture. Inter-chain domain–domain interactions, which are known to be true from PDB crystal structures (as inferred in iPfam), are shown using double-arrow lines in the domain architecture. (b) The correlation scores of all possible domain pairs between two proteins, sorted in descending order, are listed as tables. Domain pairs that are known to interact, denoted with Y, have high correlation scores exhibiting high degree of co-evolution. (c) A bottom view of the cartoon of bovine mitochondrial F1-ATPase PDB crystal structure (PDB: 1h8e), supporting the interactions, is shown with alpha, beta, and gamma chains colored in red, green, and blue, respectively.

Yeast Sec23p/Sec24p heterodimer

Sec23p (YPR181c) and Sec24p (YIL109c) are components of the Sec23p-Sec24p heterodimeric complex of the COPII vesicle, which carries proteins from the endoplasmic reticulum (ER) to the Golgi complex.57 YPR181c and YIL109c are structurally related proteins, consisting of five distinct Pfam domains: zinc finger (PF04810,<1e-19), alpha/beta trunk domain (PF04811,<1e-124), beta-barrel domain (PF08033,<2e-36), helical domain (PF04815, <1e-43), and C-terminal gelsolin-like domain (PF00626, 1e-17). The domain architectures for both the proteins are given in Figure 4(a), showing the lone inter-chain domain–domain interaction between the two alpha/beta trunk domains.

Figure 4.

Figure 4

Interaction between Sec23 (YPR181c) and Sec24 (YIL109c) components of the COPII coat of ER-golgi vesicles. (a) Protein sequences are shown using thick gray lines, and Pfam domain annotations are shown using colored rectangular boxes (not drawn to scale). The names of the protein sequences are to the left of the domain architecture. An inter-chain domain–domain interaction, which is known to be true from a PDB crystal structure (as inferred in iPfam), is shown using a double arrow line. (b) The correlation scores of all possible domain pairs between the two proteins, sorted in descending order, are listed as a table. The domain pair that is known to interact, denoted with Y, has a high correlation score, exhibiting high degree of co-evolution. (c) A cartoon of PDB crystal structure (PDB: 1m2v), supporting the interaction, is shown with domain colors consistent with the domain architecture.

There are several intra-chain domain–domain interactions within each chain, involving all five domains (not shown in the Figure). Since, our analysis considers only inter-chain domain pairs (one in each chain), we considered only the lone inter-chain interaction between the alpha/beta trunk domains of the Sec23p and Sec24 chains. The correlation scores for all possible inter-chain domain pairs are listed as a table in Figure 4(b), and the cartoon of the PDB crystal structure (PDB: 1m2v), supporting the interaction, is shown in Figure 4(c). It is evident from our analysis that the interacting domain pair indeed has relatively high correlation. However, it was not the pair with the highest correlation. The domain pair of beta-barrel domain (PF04811) of Sec23p and alpha/beta trunk domain (PF08033) of Sec24p had the highest correlation. Since the trunk and beta-barrel domains interact within each chain, and both chains are remarkably conserved through evolution and are related, it may not be unreasonable to expect them to have a high correlation. Considering the fact that the lone true interacting domain pair has the second highest correlation score, an approach that picks two domain pairs out of the 25 possibilities at random (without replacement) will have a 0.04 probability (p-value) of picking the lone interacting domain pair.

Interactions in DNA-directed RNA polymerase complex

From the DNA-directed RNA polymerase complex in yeast, we considered two protein–protein interactions involving subunit Rpb8. There are several PDB crystal structures that show Rpb8 subunit interacting with smaller subunits Rpb3 and Rpb11, and the largest subunit Rpb1. The results of our domain-level co-evolutionary analysis for interactions between subunits Rpb8 (YOR224c) and Rpb3 (YIL021w), and subunits Rpb8 and Rpb1 (YDL140c) are shown in Figure 5(a) and (b), respectively. YOR224c was inferred to contain just one domain: RNA_pol_Rpb8 (PF03870, 4e-92). YIL021w was assigned with dimeri-sation domain (PF01193, 1e-19) and insert domain (PF01000, 7e-41), and YDL140c was assigned with seven domains: clamp domain (PF04997, 7e-178), active site domain (PF00623, 5e-188), pore domain (PF04983, 2e-69), funnel domain (PF05000, 2e-50), cleft domain (PF04998, 2e-170), and two mobile module domains (PF04992, 4e-97 and PF04990, 1e-78).

Figure 5.

Figure 5

Inferred domain–domain interactions in DNA-directed RNA polymerase complex. Protein sequences are shown using thick gray lines, and the domain annotations are shown using colored rectangular boxes (not drawn to scale). The names of the protein sequences are to the left of the domain architecture. The correlation scores of all possible domain pairs between the two proteins, sorted in descending order, are listed as a table. Inter-chain domain–domain interactions, which are known to be true from PDB crystal structures (as inferred in iPfam), are shown using double-arrow lines in the domain architecture, and Y in the table. Domain pairs that are known to interact have high correlation scores, exhibiting high degree of co-evolution. Cartoons of PDB crystal structures, supporting the interactions, are shown with domain colors consistent with the domain architecture. (a) Interaction between subunits 3 and 8 of the DNA-directed RNA polymerase (PDB: 1y1v). (b) Interaction between subunits 1 and 8 of the DNA-directed RNA polymerase (PDB : 1y1v). Since PF04998 contains nested domain PF04992, interaction between PF04998 and PF03870 is considered to be true (denoted by ¶).

The correlation results for the interaction between Rpb3 and Rpb8 subunits (using orthologs from a common set of 15 species), listed as a table in Figure 5(a), show that the interacting domain pair (PF01193, PF03870), shown in the cartoon of crystal structure (PDB: 1y1v), has a higher level of co-evolution when compared to the non-interacting domain pair (PF01000, PF03870). The correlation results are not that clear for the interaction between the Rpb1 and Rpb8 subunits (refer to the table in Figure 5(b)). While two out of the three interacting domain pairs have high correlation scores, the interaction between the funnel domain (PF05000) and RNA_pol_Rpb8 (PF03870) has the lowest correlation score among all possible domain pairs. An approach that picks four domain pairs out of the six possibilities at random (without replacement) will have a 0.086 probability (p-value) of getting three out its four picks correct (truly interacting domain pairs).

An interacting domain pair with a low correlation (false negative in some sense) could be explained using one or both of the following reasons. When assessing the degree of co-evolution between two domains, we tend to ignore the number of interacting partners a domain may have. Even though the co-evolutionary hypothesis for interacting domains assumes that the interacting domains undergo correlated mutations, more specifically, it is actually the binding surfaces that undergo correlated mutations. A domain having multiple interacting partners may use distinct patches on its surface to interact with each of its partners.34,58 Each binding region of a domain is highly specific to its interacting partner. Thus, the surface patches used by a domain to interact with many interacting partners may undergo independent correlated mutations with their corresponding interacting partner. As a result, mutations at different surface patches of a domain need not be correlated (see Figure 6). Consequently, the degree of co-evolution between two interacting domains, one or both with multiple interacting partners, may actually be suppressed, resulting in a low correlation score. Thus, it may not always be the case that a pair of interacting domains, each of which has multiple interacting partners, has a high correlation score.

Figure 6.

Figure 6

Uncorrelated set of correlated mutations. Each rectangular box is a cartoon representation of a multiple sequence alignment of a family of orthologous proteins/domains. There are a total of six families, A, B, C, D, E, and F. The binding residues of interaction, referred to as binding surface, between family A and each of the other five families are highlighted using distinct colors. Under the co-evolutionary hypothesis, which states interacting domains undergo correlated mutations, mutations at each of A's five surface patches must be correlated with those at the binding surface in the corresponding interacting partners. However, mutations at A's five surface patches need not be correlated. As a result, for example, it may be unreasonable to expect A and E to have similar evolutionary histories even though the corresponding binding surfaces in A and E may have high correlation.

Mutations occurring in interacting domains may not be correlated due to many other biological constraints imposed on them. There may be cases in which the mutations at a binding surface in a domain may not be followed by compensatory mutations at the binding surface of its interacting partner. Since protein binding surfaces are relatively more conserved than the rest of the sequence,59,60 domains with many interacting partners, and thus many surface patches, are likely to be relatively more conserved than those with few interacting partners.61,62 For each interacting domain, from its multiple sequence alignment, we computed the sequence identity of each orthologous domain in reference to the yeast domain. The alignments for Rpb8 and Rpb1 had orthologs in a common set of 17 species, including yeast. The average sequence identities for the interacting domains, along with the number of known interacting partners are listed in Table 1. Interestingly, at least for this example, those domains with many interacting partners are relatively more conserved than those with few partners.

Table 1.

The average sequence identities of interacting domains between subunits Rpb1 (YDL140c) and Rpb8 (YOR224c) of DNA-directed RNA polymerase, along with the number of known interacting partners for each domain

YDL140c YOR224c
Domain Average sequence identity No. interacting partners Domain Average sequence identity No. interacting partners
PF04992 43.48 6 PF03870 43.21 5
PF04983 56.64 11 PF03870 43.21 5
PF05000 66.27 12 PF03870 43.21 5

There is a good correlation between the number of interacting partners and the average sequence identity, which suggests that those domains with many partners are relatively more conserved than those with few partners. The interacting domain pairs with low correlation are highlighted in black.

Exportin Cse1p complexed with its cargo

Nuclear pore complexes serve as a medium for exchange of macromolecules between the nucleus and the cytoplasm. Carrier proteins that shuttle between the nucleus and the cytoplasm enable active transport of large molecules through these pore complexes. Importin-alpha Srp1 (YNL189w), which acts as a carrier for many nuclear trafficking processes, binds cargo in the cytoplasm, moves through the nuclear pore and releases the cargo in the nucleus. The nuclear envelope protein Cse1p (YGL238w), a yeast homolog of mammalian CAS, recycles importin-alpha from the nucleus back to the cytoplasm, thereby allowing it to participate in multiple rounds of nuclear import.63,64

To understand the degree of co-evolution between the interacting domains in this complex, we first assigned Pfam domains to the proteins. Cse1 (YGL238w) was assigned with importin-beta N-terminal domain (PF03810, 2e-22), Cse1 domain containing HEAT repeats (PF08506, 7e-275), and Cas/Cse C terminus domain (PF03378, 5e-77). Importin-alpha Srp1 (YNL189w) was assigned with importin beta binding domain (PF01749, 1e-45) and eight Armadillo repeats (PF00514, <5e-6). The domain architecture and the domain-level interactions in this complex are shown in Figure 7. The co-evolution scores for all domain pairs between these chains are listed as a table in Figure 7(b). Three out of the five interacting domain pairs have high correlation, implying high level of co-evolution. The remaining two interacting domain pairs do not have high correlation scores. An approach that picks five domain pairs out of the 29 possibilities at random (without replacement) will have a 0.019 probability (p-value) of getting two out its five picks correct (truly interacting domain pairs).

Figure 7.

Figure 7

Interaction between importin alpha Srp1 (YNL189w) and nuclear export receptor Cse1 (YGL238w). (a) Protein sequences are shown using thick gray lines, and Pfam domain annotations are shown using colored rectangular boxes (not drawn to scale). The names of the protein sequences are to the left of the domain architecture. Inter-chain domain–domain interactions, which are known to be true from PDB crystal structures (as inferred in iPfam), are shown using a double arrow line. (b) The correlation scores of all possible domain pairs between two proteins, sorted in descending order, are listed as a table. Two of the five domain pairs, which are known to interact (denoted with Y), have high correlation scores, exhibiting high degree of co-evolution. The reason for the other three known interacting domain pairs not having high correlation scores could be attributed to “uncorrelated set of correlated-mutations” illustrated in Figure 4. (c) A cartoon of the PDB crystal structure (PDB: 1wa5), supporting the interaction, is shown with domain colors consistent with the domain architecture. A subset of the interaction sites is shown using dotted spheres.

For each interacting domain, from its multiple sequence alignment, we computed the sequence identity of each orthologous domain in reference to the yeast domain. The average sequence identities for the interacting domains, along with the number of known interacting partners are listed in Table 2, which shows that those domains with many interacting partners are relatively more conserved than those with few partners, which is consistent with similar other findings suggesting that hubs (those proteins/domains with numerous interacting partners) are relatively more conserved.5962 If true, this could possibly explain why domains PF03378 and PF08506, with average sequence identities ~34% and ~46%, respectively, have low correlation with domain PF00514_8, which happens to have a relatively high average sequence identity at ~75%.

Table 2.

The average sequence identities of interacting domains between importin alpha Srp1 (YNL189w) and nuclear export receptor Cse1 (YGL238w), along with the number of known interacting partners for each domain

YGL238w YNL189w
Domain Average sequence identity No. Interacting parnters Domain Average sequence identity No. interacting parnters
PF08506 45.90 4 PF00514_7 70.16 16
PF08506 45.90 4 PF01749 47.30 5
PF03810 45.31 4 PF01749 47.30 5
PF08506 45.90 4 PF00514_8 75.31 16
PF03378 33.76l 3 F00514_8 75.31 16

There is a clear correlation between the number of interacting partners and the average sequence identity, which suggests that those domains with many partners are relatively more conserved than those with few partners. The interacting domain pairs with low correlation are highlighted in black.

Predicting large-scale domain–domain interactions from the yeast interactome

Motivated by our results that interacting domain pairs (in interacting proteins) have higher correlation compared to non-interacting domain pairs, we developed a method to test the generality of the observed trend, and to predict large-scale domain–domain (i.e. Pfam–Pfam) interactions using the yeast interactome. First, we assigned the interacting yeast protein sequences with Pfam domains (see Materials and Methods). We then considered only those interactions involving proteins with at least 50% of their sequence lengths assigned (SLA) with Pfam domain(s), which we refer to as “test set SLA ≥50%”. A cutoff of 50% was chosen as a compromise between being sufficiently small to provide enough interactions, and large enough for assigned domains to contain sufficient binding sites. In addition, we imposed a restriction that the interacting proteins have orthologs in at least a common set of ten species. This resulted in a set of 1180 interactions among 654 proteins.

For each protein–protein interaction, we computed the correlation scores of all possible domain pairs between the two proteins, and inferred the domain pair(s) with the highest correlation score to be the interacting pair that is most likely to mediate the protein–protein interaction. For our set of 1180 protein–protein interactions, we inferred a total of 1222 domain–domain interactions (Supplementary material S3), 960 of which are unique. In order to validate our predictions, we used the iPfam database,50 which contains the list of known domain–domain interactions inferred from PDB crystal structures. We found that 206 out of our 1222 predictions (109 out of the 960 unique predictions ≈11.35%) are in iPfam.

Supplementary material S3.

RCDP prediction results for the test set 1, containing 1222 domain-domain interactions.

Format: <Protein1> <startResidue> <endResidue> <PfamDomain> <e-value> <Protein2> <startResidue> <endResidue> <PfamDomain> <e-value> <correlationCoefficient> <inPDBorNOT>

Protein1 startResidue endResidue PfamDomain e-value Protein2 startResidue endResidue PfamDomain e-value correlationCoefficient inPDBorNOT
YAL012w 10 390 PF01053 8.30E-227 YMR101c 73 309 PF01255 7.80E-150 0.916145 0
YAL036c 294 368 PF02824 2.00E-38 YJL138c 46 211 PF00270 1.70E-62 0.816533 0
YAL038w 18 365 PF00224 2.10E-267 YNL307c 35 327 PF00069 2.40E-75 0.637991 0
YAL038w 379 499 PF02887 4.60E-74 YOR226c 26 153 PF01592 2.10E-78 0.871644 0
YAL054c 165 606 PF00501 9.50E-125 YNL189w 9 110 PF01749 1.10E-45 0.78557 0
YAL062w 40 170 PF02812 3.80E-74 YNL189w 9 110 PF01749 1.10E-45 0.9223 0
YBL002w 35 105 PF00125 2.60E-25 YKR001c 258 550 PF01031 6.60E-156 0.827532 0
YBL002w 35 105 PF00125 2.60E-25 YKR048c 93 366 PF00956 9.30E-158 0.881475 0
YBL002w 35 105 PF00125 2.60E-25 YNL262w 511 1194 PF00136 3.70E-08 0.874084 0
YBL002w 35 105 PF00125 2.60E-25 YOL006c 364 599 PF01028 6.10E-154 0.85893 0
YBL002w 35 105 PF00125 2.60E-25 YOR116c 10 368 PF04997 6.30E-106 0.833282 0
YBL002w 35 105 PF00125 2.60E-25 YOR207c 201 378 PF04561 3.40E-63 0.529505 0
YBL002w 35 105 PF00125 2.60E-25 YPR010c 486 552 PF04565 1.50E-30 0.827751 0
YBL003c 19 92 PF00125 2.00E-30 YDL188c 118 313 PF00149 6.90E-40 0.336094 0
YBL022c 181 478 PF02190 2.50E-166 YLR180w 115 237 PF02772 1.00E-94 0.911493 0
YBL026w 5 72 PF01423 1.40E-19 YDR378c 14 83 PF01423 2.20E-18 0.889358 1
YBL026w 5 72 PF01423 1.40E-19 YER146w 10 83 PF01423 2.20E-20 0.807144 1
YBL026w 5 72 PF01423 1.40E-19 YIL048w 223 476 PF00122 2.80E-05 0.865482 0
YBL026w 5 72 PF01423 1.40E-19 YLR264w 1 67 PF01200 3.20E-44 0.838633 0
YBL026w 5 72 PF01423 1.40E-19 YLR275w 32 106 PF01423 2.00E-15 0.813445 1
YBL026w 5 72 PF01423 1.40E-19 YLR438c-a 6 78 PF01423 3.30E-23 0.912768 1
YBL026w 5 72 PF01423 1.40E-19 YNL147w 20 96 PF01423 4.90E-22 0.887793 1
YBL026w 5 72 PF01423 1.40E-19 YNL287w 19 560 PF01602 1.90E-161 0.88403 0
YBL026w 5 72 PF01423 1.40E-19 YPL249c-a 2 100 PF01158 2.60E-68 0.899282 0
YBL030c 22 119 PF00153 4.40E-35 YEL020w-a 12 77 PF02953 3.50E-28 0.884107 0
YBL030c 22 119 PF00153 4.40E-35 YGL137w 325 794 PF04053 1.20E-254 0.795204 0
YBL039c 1 280 PF06418 2.50E-194 YJR103w 1 280 PF06418 5.70E-194 0.998837 0
YBL040c 1 209 PF00810 1.40E-157 YGR060w 47 265 PF01598 3.70E-106 0.876577 0
YBL040c 1 209 PF00810 1.40E-157 YOL020w 86 546 PF00324 2.90E-141 0.901858 0
YBL078c 13 116 PF02991 1.30E-79 YOR100c 140 226 PF00153 4.20E-26 0.749538 0
YBL091c 103 358 PF00557 1.80E-99 YNL290w 48 218 PF00004 4.60E-16 0.725567 0
YBL099w 421 525 PF00306 1.60E-37 YBR039w 34 310 PF00231 9.50E-131 0.934749 1
YBL099w 421 525 PF00306 1.60E-37 YDR298c 32 208 PF00213 1.20E-73 0.925202 0
YBL099w 185 409 PF00006 3.30E-122 YJR121w 169 388 PF00006 1.10E-96 0.95957 1
YBL099w 421 525 PF00306 1.60E-37 YPL078c 75 237 PF05405 2.70E-82 0.964984 0
YBR009c 25 94 PF00125 4.80E-17 YBR010w 58 132 PF00125 2.70E-36 0.698304 1
YBR009c 25 94 PF00125 4.80E-17 YDR224c 35 105 PF00125 1.00E-24 0.863566 1
YBR009c 25 94 PF00125 4.80E-17 YDR225w 19 92 PF00125 2.00E-30 0.81132 1
YBR009c 25 94 PF00125 4.80E-17 YKL067w 6 140 PF00334 4.60E-104 0.408179 0
YBR009c 25 94 PF00125 4.80E-17 YLR180w 115 237 PF02772 1.00E-94 0.596718 0
YBR009c 25 94 PF00125 4.80E-17 YLR340w 3 105 PF00466 2.60E-49 0.532261 0
YBR009c 25 94 PF00125 4.80E-17 YPR010c 652 693 PF04567 8.40E-08 0.543852 0
YBR009c 25 94 PF00125 4.80E-17 YPR110c 48 330 PF01193 8.90E-20 0.772446 0
YBR010w 58 132 PF00125 2.70E-36 YDR224c 35 105 PF00125 1.00E-24 0.776497 1
YBR010w 58 132 PF00125 2.70E-36 YDR225w 19 92 PF00125 2.00E-30 0.731597 1
YBR010w 58 132 PF00125 2.70E-36 YPL209c 104 355 PF00069 1.40E-82 0.535964 0
YBR011c 45 229 PF00719 2.00E-135 YGL120c 95 258 PF00270 0.00018 0.740863 0
YBR011c 45 229 PF00719 2.00E-135 YHR030c 23 318 PF00069 3.20E-85 0.753089 0
YBR011c 45 229 PF00719 2.00E-135 YMR267w 77 265 PF00719 1.40E-80 0.840552 1
YBR018c 194 366 PF02744 1.20E-104 YER081w 61 381 PF00389 1.40E-39 0.929025 0
YBR018c 4 192 PF01087 1.60E-115 YGL137w 325 794 PF04053 1.20E-254 0.926431 0
YBR018c 194 366 PF02744 1.20E-104 YHR030c 23 318 PF00069 3.20E-85 0.701962 0
YBR018c 4 192 PF01087 1.60E-115 YPR054w 38 337 PF00069 1.00E-72 0.695854 0
YBR021w 103 562 PF02133 1.00E-256 YHR042w 261 481 PF00667 5.70E-112 0.983251 0
YBR024w 84 267 PF02630 1.40E-122 YBR024w 84 267 PF02630 1.40E-122 1 1
YBR039w 34 310 PF00231 9.50E-131 YDL047w 46 242 PF00149 2.20E-40 0.663361 0
YBR039w 34 310 PF00231 9.50E-131 YDL145c 812 1200 PF06957 1.10E-30 0.970729 0
YBR039w 34 310 PF00231 9.50E-131 YJR068w 261 350 PF08542 5.80E-27 0.834343 0
YBR061c 21 209 PF01728 8.70E-97 YJL097w 54 209 PF04387 2.40E-81 0.937175 0
YBR068c 99 567 PF00324 1.00E-193 YDR046c 94 562 PF00324 1.00E-171 0.998889 0
YBR068c 99 567 PF00324 1.00E-193 YDR385w 723 811 PF00679 1.20E-36 0.65148 0
YBR069c 98 561 PF00324 6.30E-155 YLR343w 20 344 PF03198 9.60E-238 0.933159 0
YBR069c 98 561 PF00324 6.30E-155 YNL064c 228 350 PF01556 5.40E-15 0.937407 0
YBR085w 215 305 PF00153 9.10E-29 YHR002w 32 127 PF00153 6.20E-29 0.898158 1
YBR087w 38 243 PF00004 0.001 YNL088w 690 1171 PF00521 3.00E-123 0.967145 0
YBR088c 1 125 PF00705 1.10E-78 YBR087w 38 243 PF00004 0.001 0.921543 0
YBR088c 127 254 PF02747 2.30E-79 YJR068w 261 350 PF08542 5.80E-27 0.89377 0
YBR088c 1 125 PF00705 1.10E-78 YKL113c 144 235 PF00867 1.30E-52 0.864749 0
YBR088c 1 125 PF00705 1.10E-78 YNL290w 237 327 PF08542 4.10E-28 0.705218 0
YBR088c 1 125 PF00705 1.10E-78 YOL094c 229 316 PF08542 1.90E-33 0.919656 0
YBR088c 1 125 PF00705 1.10E-78 YOR116c 855 1386 PF04998 4.80E-158 0.905903 0
YBR089c-a 27 95 PF00505 1.60E-31 YJL026w 76 358 PF00268 7.00E-177 0.864707 0
YBR089c-a 27 95 PF00505 1.60E-31 YPL235w 70 412 PF00004 0.00044 0.888551 0
YBR109c 85 113 PF00036 2.70E-08 YBR011c 45 229 PF00719 2.00E-135 0.517943 0
YBR109c 85 113 PF00036 2.70E-08 YDR032c 6 135 PF00258 4.00E-23 0.54778 0
YBR109c 85 113 PF00036 2.70E-08 YDR155c 3 162 PF00160 1.20E-116 0.444661 1
YBR109c 85 113 PF00036 2.70E-08 YEL034w 84 151 PF01287 1.10E-38 0.479657 0
YBR109c 85 113 PF00036 2.70E-08 YFR014c 37 297 PF07714 6.40E-20 0.496099 0
YBR109c 85 113 PF00036 2.70E-08 YGR144w 67 296 PF01266 0.00021 0.573306 0
YBR109c 48 76 PF00036 3.80E-06 YHR028c 608 815 PF00326 2.30E-71 0.62772 0
YBR109c 85 113 PF00036 2.70E-08 YHR179w 16 368 PF00724 3.10E-200 0.576261 0
YBR109c 85 113 PF00036 2.70E-08 YIL021w 49 171 PF01000 7.10E-41 0.584261 0
YBR109c 85 113 PF00036 2.70E-08 YJR073c 10 205 PF04191 4.70E-162 0.527914 0
YBR109c 85 113 PF00036 2.70E-08 YJR104c 1 154 PF00080 1.30E-101 0.331116 0
YBR109c 85 113 PF00036 2.70E-08 YKL067w 6 140 PF00334 4.60E-104 0.615271 0
YBR109c 85 113 PF00036 2.70E-08 YKL129c 758 960 PF06017 1.10E-76 0.58845 0
YBR109c 85 113 PF00036 2.70E-08 YLL050c 10 137 PF00241 2.10E-66 0.480575 0
YBR109c 85 113 PF00036 2.70E-08 YMR105c 450 558 PF00408 4.70E-45 0.556348 0
YBR109c 85 113 PF00036 2.70E-08 YMR109w 759 961 PF06017 1.00E-77 0.582283 0
YBR109c 85 113 PF00036 2.70E-08 YMR250w 63 412 PF00282 1.70E-42 0.541872 0
YBR109c 85 113 PF00036 2.70E-08 YNL202w 28 198 PF00106 3.20E-14 0.474418 0
YBR109c 85 113 PF00036 2.70E-08 YOL016c 47 307 PF07714 3.30E-26 0.557703 0
YBR117c 7 339 PF00456 5.70E-239 YLR447c 12 343 PF01992 2.50E-169 0.968223 0
YBR118w 258 325 PF03144 3.50E-24 YKL081w 250 356 PF00647 2.50E-82 0.914141 0
YBR121c 53 383 PF00587 1.00E-82 YNL244c 20 101 PF01253 6.80E-42 0.939489 0
YBR126c 16 482 PF00982 5.90E-294 YOR089c 9 173 PF00071 5.60E-94 0.821956 0
YBR127c 397 500 PF00306 1.80E-24 YKL080w 8 392 PF03223 3.50E-84 0.95271 0
YBR127c 397 500 PF00306 1.80E-24 YLR447c 12 343 PF01992 2.50E-169 0.828209 0
YBR132c 92 565 PF00324 7.50E-192 YHR042w 261 481 PF00667 5.70E-112 0.962516 0
YBR154c 1 101 PF03871 6.20E-65 YDL140c 510 669 PF04983 1.50E-69 0.964818 0
YBR154c 1 101 PF03871 6.20E-65 YDR404c 1 79 PF03876 1.20E-38 0.967535 0
YBR154c 142 215 PF01191 7.60E-49 YER125w 505 809 PF00632 5.90E-182 0.687592 0
YBR154c 1 101 PF03871 6.20E-65 YKL144c 1 77 PF03876 9.60E-41 0.913435 0
YBR154c 1 101 PF03871 6.20E-65 YOR116c 742 848 PF05000 6.20E-45 0.900691 0
YBR154c 142 215 PF01191 7.60E-49 YPR110c 48 330 PF01193 8.90E-20 0.866512 0
YBR159w 63 242 PF00106 2.50E-08 YMR279c 76 487 PF07690 2.00E-27 0.942033 0
YBR160w 8 295 PF00069 4.30E-98 YBR038w 267 862 PF03142 3.00E-05 0.76017 0
YBR160w 8 295 PF00069 4.30E-98 YDR097c 435 606 PF05188 1.30E-05 0.970653 0
YBR160w 8 295 PF00069 4.30E-98 YDR212w 36 549 PF00118 8.70E-163 0.771758 0
YBR160w 8 295 PF00069 4.30E-98 YHL035c 981 1274 PF00664 3.20E-24 0.666369 0
YBR160w 8 295 PF00069 4.30E-98 YKL129c 758 960 PF06017 1.10E-76 0.902716 0
YBR160w 8 295 PF00069 4.30E-98 YLR086w 155 1406 PF02463 1.10E-140 0.703017 0
YBR160w 8 295 PF00069 4.30E-98 YNL102w 792 1248 PF00136 1.20E-165 0.665905 0
YBR160w 8 295 PF00069 4.30E-98 YPL209c 104 355 PF00069 1.40E-82 0.857856 1
YBR170c 259 577 PF05021 2.20E-223 YER081w 61 381 PF00389 1.40E-39 0.937835 0
YBR170c 259 577 PF05021 2.20E-223 YGR048w 13 199 PF03152 1.30E-132 0.943442 0
YBR170c 259 577 PF05021 2.20E-223 YLR044c 387 538 PF02775 1.50E-08 0.946819 0
YBR176w 24 291 PF02548 7.50E-184 YBR176w 24 291 PF02548 7.50E-184 1 1
YBR176w 24 291 PF02548 7.50E-184 YNL189w 204 244 PF00514 2.00E-09 0.920074 0
YBR192w 51 168 PF00153 7.70E-33 YER078c 65 202 PF05195 2.60E-66 0.960707 0
YBR205w 17 357 PF01793 9.10E-230 YFL038c 1 169 PF00025 4.70E-06 0.548945 0
YBR218c 852 1060 PF02436 5.90E-131 YPR110c 48 330 PF01193 8.90E-20 0.958684 0
YBR221c 39 215 PF02779 7.20E-73 YER081w 61 381 PF00389 1.40E-39 0.923027 0
YBR247c 143 476 PF05291 1.30E-267 YHR148w 2 108 PF00163 2.20E-37 0.879993 0
YBR247c 143 476 PF05291 1.30E-267 YLR180w 239 376 PF02773 2.70E-91 0.893719 0
YBR247c 143 476 PF05291 1.30E-267 YNL075w 89 262 PF04427 3.80E-71 0.942471 0
YBR247c 143 476 PF05291 1.30E-267 YNL244c 20 101 PF01253 6.80E-42 0.933727 0
YBR247c 143 476 PF05291 1.30E-267 YOL010w 5 341 PF01137 1.90E-91 0.981926 0
YBR249c 40 355 PF00793 5.20E-182 YER081w 61 381 PF00389 1.40E-39 0.900106 0
YBR249c 40 355 PF00793 5.20E-182 YPR110c 48 330 PF01193 8.90E-20 0.941637 0
YBR252w 16 146 PF00692 1.60E-58 YNL189w 9 110 PF01749 1.10E-45 0.822352 0
YBR291c 213 299 PF00153 5.60E-27 YHR096c 89 549 PF00083 9.80E-241 0.942393 0
YBR296c 24 554 PF01384 3.80E-226 YLL028w 152 544 PF07690 9.70E-42 0.881424 0
YBR298c 102 561 PF00083 8.60E-144 YBR159w 63 242 PF00106 2.50E-08 0.892175 0
YBR298c 108 518 PF07690 0.00069 YLR372w 10 321 PF01151 3.70E-232 0.907995 0
YBR298c 102 561 PF00083 8.60E-144 YMR279c 76 487 PF07690 2.00E-27 0.948604 0
YCL025c 124 591 PF00324 3.50E-163 YBR159w 63 242 PF00106 2.50E-08 0.935941 0
YCL025c 124 591 PF00324 3.50E-163 YCR034w 10 313 PF01151 7.70E-229 0.967504 0
YCL025c 124 591 PF00324 3.50E-163 YER026c 117 267 PF01066 4.00E-33 0.982644 0
YCL025c 124 591 PF00324 3.50E-163 YFL041w 367 517 PF07731 5.70E-49 0.967713 0
YCL025c 124 591 PF00324 3.50E-163 YGR060w 47 265 PF01598 3.70E-106 0.947132 0
YCL025c 124 591 PF00324 3.50E-163 YHL003c 109 169 PF08390 1.40E-30 0.98006 0
YCL025c 124 591 PF00324 3.50E-163 YJR095w 9 104 PF00153 1.40E-33 0.965331 0
YCL025c 124 591 PF00324 3.50E-163 YKL008c 109 169 PF08390 3.80E-32 0.966544 0
YCL025c 124 591 PF00324 3.50E-163 YLR343w 20 344 PF03198 9.60E-238 0.934175 0
YCL025c 124 591 PF00324 3.50E-163 YLR372w 10 321 PF01151 3.70E-232 0.965267 0
YCL025c 124 591 PF00324 3.50E-163 YPL227c 76 263 PF00535 2.10E-27 0.95611 0
YCL025c 124 591 PF00324 3.50E-163 YPL234c 96 161 PF00137 5.40E-24 0.8139 0
YCL025c 124 591 PF00324 3.50E-163 YPL265w 90 561 PF00324 1.90E-142 0.851473 0
YCL030c 370 789 PF00815 2.80E-287 YLR044c 387 538 PF02775 1.50E-08 0.968048 0
YCL030c 165 240 PF01502 8.60E-48 YLR180w 115 237 PF02772 1.00E-94 0.938759 0
YCL030c 370 789 PF00815 2.80E-287 YML124c 249 394 PF03953 9.30E-73 0.959513 0
YCL040w 12 230 PF00349 2.60E-134 YCL040w 12 230 PF00349 2.60E-134 1 1
YCL040w 243 500 PF03727 8.50E-148 YCL040w 243 500 PF03727 8.50E-148 1 1
YCL040w 243 500 PF03727 8.50E-148 YNL189w 9 110 PF01749 1.10E-45 0.907044 0
YCR002c 29 309 PF00735 9.20E-183 YFL018c 380 489 PF02852 3.30E-66 0.899385 0
YCR002c 33 182 PF01926 0.00011 YHR107c 31 321 PF00735 1.30E-188 0.761177 0
YCR002c 29 309 PF00735 9.20E-183 YJR076c 23 174 PF01926 1.60E-06 0.765931 0
YCR002c 29 309 PF00735 9.20E-183 YLR314c 116 418 PF00735 1.90E-180 0.690069 0
YCR005c 64 441 PF00285 1.60E-205 YCR005c 64 441 PF00285 1.60E-205 1 1
YCR005c 64 441 PF00285 1.60E-205 YKL085w 165 331 PF02866 3.50E-83 0.922119 0
YCR009c 6 232 PF03114 3.00E-80 YGL137w 325 794 PF04053 1.20E-254 0.926542 0
YCR010c 71 281 PF01184 7.60E-167 YEL063c 92 557 PF00324 8.30E-189 0.979797 0
YCR012w 3 412 PF00162 1.40E-292 YGL137w 325 794 PF04053 1.20E-254 0.85069 0
YCR028c 41 424 PF07690 1.10E-18 YLR372w 10 321 PF01151 3.70E-232 0.97881 0
YCR034w 10 313 PF01151 7.70E-229 YBR069c 98 561 PF00324 6.30E-155 0.950659 0
YCR034w 10 313 PF01151 7.70E-229 YGL055w 411 487 PF00173 2.00E-20 0.973438 0
YCR034w 10 313 PF01151 7.70E-229 YHR094c 72 488 PF07690 4.20E-29 0.951123 0
YCR034w 10 313 PF01151 7.70E-229 YJL219w 68 486 PF07690 1.70E-26 0.952833 0
YCR034w 10 313 PF01151 7.70E-229 YLL028w 152 544 PF07690 9.70E-42 0.887122 0
YCR034w 10 313 PF01151 7.70E-229 YLL061w 77 540 PF00324 8.50E-124 0.884575 0
YCR034w 10 313 PF01151 7.70E-229 YMR058w 29 147 PF07731 0.00048 0.971213 0
YCR034w 10 313 PF01151 7.70E-229 YOL020w 86 546 PF00324 2.90E-141 0.951499 0
YCR034w 10 313 PF01151 7.70E-229 YOL030w 14 331 PF03198 4.30E-233 0.942134 0
YCR034w 10 313 PF01151 7.70E-229 YPL274w 81 544 PF00324 2.50E-132 0.89473 0
YCR034w 10 313 PF01151 7.70E-229 YPR156c 188 616 PF00083 0.00011 0.823463 0
YDL004w 31 114 PF02823 2.10E-10 YBL099w 421 525 PF00306 1.60E-37 0.944759 0
YDL004w 31 114 PF02823 2.10E-10 YJR121w 401 508 PF00306 2.30E-48 0.921629 0
YDL047w 46 242 PF00149 2.20E-40 YJR072c 8 258 PF03029 4.50E-116 0.679757 0
YDL047w 46 242 PF00149 2.20E-40 YNL101w 295 711 PF01490 8.70E-157 0.668677 0
YDL055c 2 236 PF00483 8.30E-75 YNL189w 9 110 PF01749 1.10E-45 0.842224 0
YDL064w 8 152 PF00179 2.00E-69 YDL064w 8 152 PF00179 2.00E-69 1 1
YDL081c 20 105 PF00428 6.50E-35 YPR086w 133 203 PF00382 1.30E-35 0.905273 0
YDL100c 18 336 PF02374 4.70E-196 YDR304c 35 196 PF00160 1.60E-113 0.891698 0
YDL100c 18 336 PF02374 4.70E-196 YHR057c 37 199 PF00160 1.50E-110 0.758264 0
YDL100c 18 336 PF02374 4.70E-196 YJL153c 66 515 PF07994 1.80E-199 0.926979 0
YDL100c 18 336 PF02374 4.70E-196 YNL055c 2 276 PF01459 9.70E-121 0.950579 0
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YDL126c 523 710 PF00004 2.60E-94 YLL039c 82 150 PF00240 5.60E-38 0.589708 0
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YDL171c 512 808 PF04898 2.20E-193 YBL087c 16 137 PF00238 2.50E-53 0.884576 0
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YDL188c 118 313 PF00149 6.90E-40 YMR314w 29 216 PF00227 9.70E-52 0.61285 0
YDL188c 118 313 PF00149 6.90E-40 YOL005c 29 103 PF01193 7.80E-20 0.513926 0
YDL188c 118 313 PF00149 6.90E-40 YOL038w 27 215 PF00227 5.80E-70 0.481441 0
YDL188c 118 313 PF00149 6.90E-40 YOR157c 26 207 PF00227 8.90E-68 0.577107 0
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YDL246c 30 141 PF08240 2.50E-42 YDL246c 30 141 PF08240 2.50E-42 1 1
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YEL021w 30 251 PF00215 1.30E-89 YEL021w 30 251 PF00215 1.30E-89 1 1
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YEL046c 16 303 PF01212 5.50E-135 YEL046c 16 303 PF01212 5.50E-135 1 1
YEL046c 16 303 PF01212 5.50E-135 YNL189w 9 110 PF01749 1.10E-45 0.970587 0
YEL054c 75 143 PF00298 5.60E-29 YDL081c 20 105 PF00428 6.50E-35 0.867395 0
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YEL063c 92 557 PF00324 8.30E-189 YCR034w 10 313 PF01151 7.70E-229 0.925666 0
YEL063c 92 557 PF00324 8.30E-189 YFL041w 26 150 PF07732 1.80E-52 0.965524 0
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YGR040w 13 313 PF00069 3.30E-95 YGL008c 146 368 PF00122 1.60E-86 0.730719 0
YGR040w 13 313 PF00069 3.30E-95 YGL062w 851 1059 PF02436 4.20E-133 0.826408 0
YGR040w 13 313 PF00069 3.30E-95 YGL245w 509 681 PF03950 9.60E-73 0.779298 0
YGR040w 13 313 PF00069 3.30E-95 YJR072c 8 258 PF03029 4.50E-116 0.884108 0
YGR040w 13 313 PF00069 3.30E-95 YKR048c 93 366 PF00956 9.30E-158 0.910912 0
YGR040w 13 313 PF00069 3.30E-95 YLL039c 234 302 PF00240 5.60E-38 0.778215 0
YGR040w 13 313 PF00069 3.30E-95 YML123c 81 507 PF07690 2.50E-21 0.820486 0
YGR040w 13 313 PF00069 3.30E-95 YOL033w 44 365 PF00749 6.40E-181 0.785583 0
YGR040w 13 313 PF00069 3.30E-95 YPR010c 40 468 PF04563 2.30E-84 0.788234 0
YGR048w 13 199 PF03152 1.30E-132 YHR039c-a 1 106 PF03179 4.50E-55 0.898668 0
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YGR060w 47 265 PF01598 3.70E-106 YDR343c 72 488 PF07690 3.70E-29 0.982852 0
YGR060w 47 265 PF01598 3.70E-106 YGL001c 6 316 PF04321 0.00066 0.957315 0
YGR060w 47 265 PF01598 3.70E-106 YKL008c 191 400 PF03798 3.30E-106 0.946872 0
YGR060w 47 265 PF01598 3.70E-106 YLL028w 152 544 PF07690 9.70E-42 0.954898 0
YGR060w 47 265 PF01598 3.70E-106 YLR343w 20 344 PF03198 9.60E-238 0.956457 0
YGR060w 47 265 PF01598 3.70E-106 YLR372w 10 321 PF01151 3.70E-232 0.930471 0
YGR060w 47 265 PF01598 3.70E-106 YPR028w 44 148 PF03134 1.80E-53 0.961452 0
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YGR087c 387 538 PF02775 1.70E-08 YHR030c 23 318 PF00069 3.20E-85 0.672516 0
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YGR103w 4 285 PF06732 1.20E-197 YPR041w 1 129 PF01873 2.90E-80 0.967087 0
YGR133w 21 174 PF00179 7.70E-55 YGR133w 21 174 PF00179 7.70E-55 1 1
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YGR144w 39 306 PF01946 5.30E-180 YGR144w 39 306 PF01946 5.30E-180 1 0
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YGR155w 14 320 PF00291 6.70E-114 YGR040w 13 313 PF00069 3.30E-95 0.841094 0
YGR155w 14 320 PF00291 6.70E-114 YJR045c 30 413 PF06723 0.00044 0.776951 0
YGR155w 371 507 PF00571 6.40E-20 YNL189w 9 110 PF01749 1.10E-45 0.853289 0
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YHR005c-a 17 83 PF02953 4.00E-30 YEL020w-a 12 77 PF02953 3.50E-28 0.939869 0
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YHR008c 121 228 PF02777 1.30E-65 YBR061c 21 209 PF01728 8.70E-97 0.908862 0
YHR018c 11 307 PF00206 1.90E-132 YGL137w 325 794 PF04053 1.20E-254 0.788015 0
YHR018c 11 307 PF00206 1.90E-132 YNL189w 9 110 PF01749 1.10E-45 0.817592 0
YHR018c 11 307 PF00206 1.90E-132 YNL244c 20 101 PF01253 6.80E-42 0.866013 0
YHR019c 230 550 PF00152 7.60E-92 YNL244c 20 101 PF01253 6.80E-42 0.947982 0
YHR030c 23 318 PF00069 3.20E-85 YJL138c 46 211 PF00270 1.70E-62 0.563858 0
YHR030c 23 318 PF00069 3.20E-85 YLR262c 1 173 PF00025 1.00E-05 0.44307 0
YHR030c 23 318 PF00069 3.20E-85 YPR054w 38 337 PF00069 1.00E-72 0.602694 1
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YHR039c-a 1 106 PF03179 4.50E-55 YGR020c 8 111 PF01990 2.70E-35 0.900294 0
YHR042w 261 481 PF00667 5.70E-112 YAL067c 143 522 PF07690 1.20E-14 0.956379 0
YHR068w 45 377 PF01916 1.40E-230 YNL189w 9 110 PF01749 1.10E-45 0.875549 0
YHR074w 6 201 PF00795 1.60E-31 YHR074w 6 201 PF00795 1.60E-31 1 1
YHR074w 343 659 PF02540 3.70E-08 YHR074w 343 659 PF02540 3.70E-08 1 1
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YHR075c 144 375 PF00561 9.10E-29 YDL188c 118 313 PF00149 6.90E-40 0.510698 0
YHR088w 96 271 PF04427 5.80E-62 YPR016c 3 204 PF01912 2.40E-136 0.932876 0
YHR094c 72 488 PF07690 4.20E-29 YLR372w 10 321 PF01151 3.70E-232 0.940889 0
YHR096c 93 509 PF07690 1.20E-31 YDL047w 46 242 PF00149 2.20E-40 0.723271 0
YHR096c 93 509 PF07690 1.20E-31 YDL095w 343 520 PF02815 1.10E-93 0.94809 0
YHR107c 31 321 PF00735 1.30E-188 YER091c 439 760 PF01717 1.20E-217 0.703598 0
YHR107c 31 321 PF00735 1.30E-188 YFL045c 16 251 PF08282 0.00089 0.788113 0
YHR107c 31 321 PF00735 1.30E-188 YGL062w 851 1059 PF02436 4.20E-133 0.904636 0
YHR107c 31 321 PF00735 1.30E-188 YGL245w 509 681 PF03950 9.60E-73 0.712344 0
YHR107c 31 321 PF00735 1.30E-188 YHR107c 31 321 PF00735 1.30E-188 1 0
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YHR107c 31 321 PF00735 1.30E-188 YKL056c 1 164 PF00838 2.70E-114 0.74968 0
YHR107c 31 321 PF00735 1.30E-188 YLR314c 116 418 PF00735 1.90E-180 0.826543 0
YHR107c 31 321 PF00735 1.30E-188 YML056c 36 513 PF00478 2.50E-233 0.834836 0
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YHR169w 26 198 PF00270 2.60E-59 YJL138c 46 211 PF00270 1.70E-62 0.799852 1
YHR169w 26 198 PF00270 2.60E-59 YMR105c 307 429 PF02880 5.30E-46 0.922697 0
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YHR179w 16 368 PF00724 3.10E-200 YHR030c 23 318 PF00069 3.20E-85 0.679523 0
YHR179w 16 368 PF00724 3.10E-200 YOL128c 41 329 PF00069 2.10E-62 0.710313 0
YHR183w 178 476 PF00393 2.00E-210 YHR030c 23 318 PF00069 3.20E-85 0.69318 0
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YIL021w 16 260 PF01193 1.30E-19 YBR154c 142 215 PF01191 7.60E-49 0.926415 0
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YIL021w 16 260 PF01193 1.30E-19 YER125w 505 809 PF00632 5.90E-182 0.752594 0
YIL021w 16 260 PF01193 1.30E-19 YOR224c 7 146 PF03870 3.90E-92 0.958503 1
YIL033c 202 287 PF00027 1.90E-25 YER133w 56 251 PF00149 4.00E-43 0.798642 0
YIL033c 202 287 PF00027 1.90E-25 YIL035c 40 363 PF00069 3.20E-69 0.800801 0
YIL033c 202 287 PF00027 1.90E-25 YJL164c 87 341 PF00069 6.20E-95 0.936897 0
YIL033c 202 287 PF00027 1.90E-25 YJR017c 64 170 PF00639 2.00E-61 0.889322 0
YIL033c 320 406 PF00027 2.30E-21 YKL166c 88 342 PF00069 2.50E-100 0.91261 0
YIL033c 7 45 PF02197 1.40E-15 YMR022w 8 159 PF00179 7.50E-85 0.791301 0
YIL033c 202 287 PF00027 1.90E-25 YNL093w 3 179 PF00025 1.20E-06 0.881397 0
YIL033c 320 406 PF00027 2.30E-21 YNL189w 9 110 PF01749 1.10E-45 0.940618 0
YIL033c 202 287 PF00027 1.90E-25 YPL203w 70 324 PF00069 6.10E-95 0.933534 0
YIL033c 320 406 PF00027 2.30E-21 YPR086w 133 203 PF00382 1.30E-35 0.928221 0
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YIL034c 1 287 PF01115 6.20E-231 YBR291c 107 204 PF00153 3.50E-21 0.887304 0
YIL034c 1 287 PF01115 6.20E-231 YCL035c 19 85 PF00462 1.60E-18 0.881234 0
YIL035c 40 363 PF00069 3.20E-69 YBL002w 35 105 PF00125 2.60E-25 0.824542 0
YIL035c 40 363 PF00069 3.20E-69 YBR009c 25 94 PF00125 4.80E-17 0.791705 0
YIL035c 40 363 PF00069 3.20E-69 YBR010w 58 132 PF00125 2.70E-36 0.646254 0
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YJL196c 7 309 PF01151 1.70E-227 YLR372w 10 321 PF01151 3.70E-232 0.964207 0
YJL196c 7 309 PF01151 1.70E-227 YMR058w 29 148 PF07732 1.70E-53 0.956411 0
YJL196c 7 309 PF01151 1.70E-227 YNL101w 295 711 PF01490 8.70E-157 0.940725 0
YJL214w 73 490 PF07690 8.10E-24 YBR159w 63 242 PF00106 2.50E-08 0.941157 0
YJL214w 73 490 PF07690 8.10E-24 YLR372w 10 321 PF01151 3.70E-232 0.943671 0
YJL219w 68 486 PF07690 1.70E-26 YBR159w 63 242 PF00106 2.50E-08 0.944265 0
YJL219w 68 486 PF07690 1.70E-26 YLR447c 12 343 PF01992 2.50E-169 0.909469 0
YJR007w 125 237 PF07541 1.40E-67 YCR053w 90 402 PF00291 1.40E-38 0.937947 0
YJR007w 125 237 PF07541 1.40E-67 YJL138c 46 211 PF00270 1.70E-62 0.82404 0
YJR017c 64 170 PF00639 2.00E-61 YDL140c 873 1056 PF04992 4.00E-97 0.900094 0
YJR017c 64 170 PF00639 2.00E-61 YDR343c 72 488 PF07690 3.70E-29 0.906018 0
YJR017c 64 170 PF00639 2.00E-61 YIL021w 16 260 PF01193 1.30E-19 0.913003 0
YJR017c 64 170 PF00639 2.00E-61 YPR086w 239 309 PF00382 5.70E-16 0.886966 0
YJR024c 18 235 PF00596 1.00E-71 YJR024c 18 235 PF00596 1.00E-71 1 1
YJR045c 30 413 PF06723 0.00044 YJL143w 3 132 PF02466 1.80E-55 0.725473 0
YJR045c 30 413 PF06723 0.00044 YJR045c 30 413 PF06723 0.00044 1 0
YJR063w 7 59 PF02150 7.80E-21 YBR154c 142 215 PF01191 7.60E-49 0.872278 0
YJR063w 7 59 PF02150 7.80E-21 YDR196c 2 188 PF01121 5.10E-117 0.961175 0
YJR063w 7 59 PF02150 7.80E-21 YOR224c 7 146 PF03870 3.90E-92 0.972726 0
YJR063w 7 59 PF02150 7.80E-21 YPR010c 1067 1138 PF04560 1.50E-12 0.961913 0
YJR063w 7 59 PF02150 7.80E-21 YPR110c 48 330 PF01193 8.90E-20 0.96172 0
YJR068w 261 350 PF08542 5.80E-27 YBR087w 38 243 PF00004 0.001 0.86917 1
YJR068w 261 350 PF08542 5.80E-27 YEL013w 281 321 PF00514 2.40E-07 0.826553 0
YJR068w 60 243 PF00004 1.10E-08 YNL189w 9 110 PF01749 1.10E-45 0.812293 0
YJR068w 261 350 PF08542 5.80E-27 YNL290w 237 327 PF08542 4.10E-28 0.705802 1
YJR068w 60 243 PF00004 1.10E-08 YOL094c 229 316 PF08542 1.90E-33 0.865888 1
YJR072c 8 258 PF03029 4.50E-116 YLR243w 8 255 PF03029 1.30E-124 0.963954 0
YJR076c 23 174 PF01926 1.60E-06 YDL064w 8 152 PF00179 2.00E-69 0.68195 0
YJR076c 19 305 PF00735 6.10E-175 YHR107c 31 321 PF00735 1.30E-188 0.92304 0
YJR076c 19 305 PF00735 6.10E-175 YLR314c 116 418 PF00735 1.90E-180 0.868918 0
YJR076c 19 305 PF00735 6.10E-175 YNL088w 690 1171 PF00521 3.00E-123 0.899555 0
YJR077c 213 302 PF00153 1.10E-09 YBR069c 98 561 PF00324 6.30E-155 0.788569 0
YJR103w 1 280 PF06418 5.70E-194 YJR103w 1 280 PF06418 5.70E-194 1 0
YJR103w 314 557 PF00117 2.40E-76 YJR103w 314 557 PF00117 2.40E-76 1 1
YJR105w 21 336 PF00294 2.20E-82 YDL047w 46 242 PF00149 2.20E-40 0.706886 0
YJR109c 436 567 PF02787 3.10E-74 YBL039c 314 555 PF00117 3.20E-71 0.917023 0
YJR109c 436 567 PF02787 3.10E-74 YHR169w 26 198 PF00270 2.60E-59 0.922594 0
YJR109c 436 567 PF02787 3.10E-74 YJR068w 261 350 PF08542 5.80E-27 0.760857 0
YJR121w 401 508 PF00306 2.30E-48 YBR039w 34 310 PF00231 9.50E-131 0.913245 1
YJR121w 46 113 PF02874 1.40E-27 YDR298c 32 208 PF00213 1.20E-73 0.872075 0
YJR121w 46 113 PF02874 1.40E-27 YJR121w 46 113 PF02874 1.40E-27 1 1
YJR121w 169 388 PF00006 1.10E-96 YJR121w 169 388 PF00006 1.10E-96 1 1
YJR121w 401 508 PF00306 2.30E-48 YJR121w 401 508 PF00306 2.30E-48 1 1
YJR121w 46 113 PF02874 1.40E-27 YPL078c 75 237 PF05405 2.70E-82 0.944338 0
YJR159w 170 316 PF00107 2.40E-40 YDL246c 170 316 PF00107 2.40E-40 1 1
YJR159w 170 316 PF00107 2.40E-40 YLR447c 12 343 PF01992 2.50E-169 0.894915 0
YJR159w 170 316 PF00107 2.40E-40 YNL189w 9 110 PF01749 1.10E-45 0.858407 0
YJR160c 104 517 PF07690 0.0005 YLR372w 10 321 PF01151 3.70E-232 0.919537 0
YKL002w 20 191 PF03357 1.30E-35 YER031c 5 174 PF00025 3.10E-05 0.51176 0
YKL002w 20 191 PF03357 1.30E-35 YER044c 15 131 PF03694 1.00E-83 0.929385 0
YKL002w 20 191 PF03357 1.30E-35 YGR020c 8 111 PF01990 2.70E-35 0.943624 0
YKL008c 191 400 PF03798 3.30E-106 YBR159w 63 242 PF00106 2.50E-08 0.96737 0
YKL008c 109 169 PF08390 3.80E-32 YHL003c 109 169 PF08390 1.40E-30 1 0
YKL008c 109 169 PF08390 3.80E-32 YLR372w 10 321 PF01151 3.70E-232 0.951642 0
YKL013c 1 169 PF05856 9.20E-112 YKL129c 758 960 PF06017 1.10E-76 0.935634 0
YKL013c 1 169 PF05856 9.20E-112 YMR109w 759 961 PF06017 1.00E-77 0.945236 0
YKL013c 1 169 PF05856 9.20E-112 YNR035c 55 318 PF04045 2.50E-198 0.949778 0
YKL029c 355 609 PF03949 2.50E-103 YDL047w 46 242 PF00149 2.20E-40 0.712863 0
YKL029c 165 353 PF00390 7.80E-87 YGL137w 325 794 PF04053 1.20E-254 0.909148 0
YKL029c 165 353 PF00390 7.80E-87 YLR447c 12 343 PF01992 2.50E-169 0.925243 0
YKL029c 165 353 PF00390 7.80E-87 YPR054w 38 337 PF00069 1.00E-72 0.748181 0
YKL060c 16 359 PF01116 1.50E-218 YOR116c 10 368 PF04997 6.30E-106 0.813904 0
YKL067w 6 140 PF00334 4.60E-104 YKL067w 6 140 PF00334 4.60E-104 1 1
YKL078w 84 247 PF00270 1.30E-05 YGL137w 325 794 PF04053 1.20E-254 0.674687 0
YKL080w 8 392 PF03223 3.50E-84 YEL051w 13 211 PF01813 5.90E-98 0.938925 0
YKL081w 250 356 PF00647 2.50E-82 YBR025c 307 390 PF06071 3.40E-50 0.893585 0
YKL081w 250 356 PF00647 2.50E-82 YGL245w 509 681 PF03950 9.60E-73 0.954814 0
YKL085w 165 331 PF02866 3.50E-83 YDR129c 412 521 PF00307 7.90E-29 0.916605 0
YKL085w 165 331 PF02866 3.50E-83 YOL128c 41 329 PF00069 2.10E-62 0.672584 0
YKL085w 165 331 PF02866 3.50E-83 YPR110c 48 330 PF01193 8.90E-20 0.949242 0
YKL103c 59 501 PF02127 3.80E-263 YKL103c 59 501 PF02127 3.80E-263 1 0
YKL103c 59 501 PF02127 3.80E-263 YNL189w 9 110 PF01749 1.10E-45 0.916494 0
YKL104c 563 703 PF01380 7.50E-37 YBL087c 16 137 PF00238 2.50E-53 0.78019 0
YKL104c 2 215 PF00310 8.80E-58 YDR062w 155 515 PF00155 1.90E-95 0.964169 0
YKL104c 391 525 PF01380 2.10E-38 YGR040w 13 313 PF00069 3.30E-95 0.799428 0
YKL104c 2 215 PF00310 8.80E-58 YKL081w 104 196 PF00043 7.30E-17 0.938522 0
YKL104c 2 215 PF00310 8.80E-58 YKL161c 23 318 PF00069 7.70E-71 0.729318 0
YKL104c 563 703 PF01380 7.50E-37 YLR058c 40 357 PF00282 0.00014 0.833701 0
YKL104c 2 215 PF00310 8.80E-58 YPR110c 48 330 PF01193 8.90E-20 0.961773 0
YKL106w 44 441 PF00155 1.60E-119 YLR447c 12 343 PF01992 2.50E-169 0.831604 0
YKL113c 144 235 PF00867 1.30E-52 YLR447c 12 343 PF01992 2.50E-169 0.878378 0
YKL129c 38 701 PF00063 2.90E-271 YMR109w 38 702 PF00063 1.10E-285 0.989135 1
YKL135c 24 553 PF01602 6.40E-182 YGL206c 1429 1588 PF00637 8.00E-36 0.92728 0
YKL135c 24 553 PF01602 6.40E-182 YHR068w 45 377 PF01916 1.40E-230 0.778163 0
YKL135c 24 553 PF01602 6.40E-182 YLR170c 3 146 PF01217 3.10E-96 0.80364 1
YKL135c 24 553 PF01602 6.40E-182 YNL189w 119 160 PF00514 1.20E-12 0.930017 0
YKL135c 24 553 PF01602 6.40E-182 YPL259c 1 142 PF01217 3.10E-05 0.705831 1
YKL135c 24 553 PF01602 6.40E-182 YPR010c 1067 1138 PF04560 1.50E-12 0.779472 0
YKL144c 79 211 PF08292 5.80E-89 YOR116c 855 1386 PF04998 4.80E-158 0.955007 0
YKL144c 79 211 PF08292 5.80E-89 YPR110c 48 330 PF01193 8.90E-20 0.953026 0
YKL152c 3 189 PF00300 6.30E-43 YDL090c 278 322 PF00432 1.90E-11 0.921642 0
YKL152c 3 189 PF00300 6.30E-43 YKL129c 38 701 PF00063 2.90E-271 0.960496 0
YKL152c 3 189 PF00300 6.30E-43 YMR109w 38 702 PF00063 1.10E-285 0.963435 0
YKL165c 442 874 PF04987 3.30E-227 YLR372w 10 321 PF01151 3.70E-232 0.952886 0
YKL165c 49 451 PF01663 0.00017 YPR028w 44 148 PF03134 1.80E-53 0.987176 0
YKL166c 88 342 PF00069 2.50E-100 YKL166c 88 342 PF00069 2.50E-100 1 1
YKL166c 88 329 PF07714 4.50E-19 YKL166c 88 329 PF07714 4.50E-19 1 1
YKL166c 88 329 PF07714 4.50E-19 YML001w 10 178 PF00071 1.10E-88 0.639014 0
YKL166c 88 329 PF07714 4.50E-19 YNL093w 3 179 PF00025 1.20E-06 0.629213 0
YKL180w 17 152 PF00237 1.50E-78 YGR118w 10 144 PF00164 1.00E-74 0.9128 0
YKR002w 4 352 PF04928 1.50E-173 YGR048w 13 199 PF03152 1.30E-132 0.965014 0
YKR002w 353 532 PF04926 9.20E-103 YNL189w 9 110 PF01749 1.10E-45 0.938503 0
YKR002w 353 532 PF04926 9.20E-103 YNL222w 7 206 PF04722 2.60E-164 0.955812 0
YKR014c 5 195 PF00071 2.50E-88 YNL093w 14 181 PF00071 9.60E-87 0.826077 1
YKR026c 12 294 PF01008 5.40E-118 YBL030c 22 119 PF00153 4.40E-35 0.872628 0
YKR026c 12 294 PF01008 5.40E-118 YEL051w 13 211 PF01813 5.90E-98 0.891922 0
YKR026c 12 294 PF01008 5.40E-118 YER146w 10 83 PF01423 2.20E-20 0.704063 0
YKR026c 12 294 PF01008 5.40E-118 YHL032c 396 656 PF02782 8.10E-45 0.937952 0
YKR026c 12 294 PF01008 5.40E-118 YJR007w 125 237 PF07541 1.40E-67 0.951222 0
YKR026c 12 294 PF01008 5.40E-118 YJR072c 8 258 PF03029 4.50E-116 0.924422 0
YKR026c 12 294 PF01008 5.40E-118 YKR026c 12 294 PF01008 5.40E-118 1 1
YKR026c 12 294 PF01008 5.40E-118 YLR289w 447 537 PF00679 2.10E-30 0.954038 0
YKR026c 12 294 PF01008 5.40E-118 YLR432w 35 512 PF00478 1.50E-235 0.895836 0
YKR026c 12 294 PF01008 5.40E-118 YMR145c 114 430 PF07992 1.30E-06 0.879942 0
YKR026c 12 294 PF01008 5.40E-118 YMR267w 77 265 PF00719 1.40E-80 0.818859 0
YKR030w 35 273 PF05216 9.60E-167 YER031c 5 174 PF00025 3.10E-05 0.804818 0
YKR039w 94 560 PF00324 8.10E-217 YBR159w 63 242 PF00106 2.50E-08 0.96903 0
YKR048c 93 366 PF00956 9.30E-158 YDR002w 75 197 PF00638 1.40E-86 0.948193 0
YKR048c 93 366 PF00956 9.30E-158 YJR045c 30 413 PF06723 0.00044 0.650978 0
YKR048c 93 366 PF00956 9.30E-158 YMR139w 39 322 PF00069 1.70E-78 0.589763 0
YKR081c 31 238 PF04427 1.90E-56 YPR016c 3 204 PF01912 2.40E-136 0.896065 0
YLL001w 31 246 PF00350 1.20E-88 YLL001w 31 246 PF00350 1.20E-88 1 0
YLL001w 255 549 PF01031 7.10E-164 YLL001w 255 549 PF01031 7.10E-164 1 0
YLL001w 665 756 PF02212 1.60E-43 YLL001w 665 756 PF02212 1.60E-43 1 0
YLL028w 152 544 PF07690 9.70E-42 YBR159w 63 242 PF00106 2.50E-08 0.92763 0
YLL057c 114 393 PF02668 2.60E-122 YLL057c 114 393 PF02668 2.60E-122 1 1
YLL061w 77 540 PF00324 8.50E-124 YBR159w 63 242 PF00106 2.50E-08 0.924502 0
YLL061w 77 540 PF00324 8.50E-124 YLR372w 10 321 PF01151 3.70E-232 0.931111 0
YLR005w 72 325 PF04056 1.00E-186 YLR005w 72 325 PF04056 1.00E-186 1 0
YLR005w 402 456 PF07975 5.80E-31 YLR005w 402 456 PF07975 5.80E-31 1 0
YLR026c 50 161 PF00804 1.30E-16 YDR189w 53 653 PF00995 6.90E-269 0.981682 1
YLR026c 50 161 PF00804 1.30E-16 YNL049c 234 507 PF04811 7.30E-89 0.971474 0
YLR027c 30 405 PF00155 5.60E-99 YLR027c 30 405 PF00155 5.60E-99 1 1
YLR027c 30 405 PF00155 5.60E-99 YLR314c 116 418 PF00735 1.90E-180 0.803291 0
YLR027c 30 405 PF00155 5.60E-99 YNL244c 20 101 PF01253 6.80E-42 0.862034 0
YLR038c 5 79 PF02297 5.00E-65 YML125c 74 172 PF00970 1.60E-38 0.798019 0
YLR044c 387 538 PF02775 1.50E-08 YBR069c 98 561 PF00324 6.30E-155 0.930534 0
YLR056w 85 295 PF01598 1.60E-80 YBR159w 63 242 PF00106 2.50E-08 0.962311 0
YLR056w 85 295 PF01598 1.60E-80 YIL074c 61 381 PF00389 8.00E-38 0.957463 0
YLR056w 85 295 PF01598 1.60E-80 YLL028w 152 544 PF07690 9.70E-42 0.945186 0
YLR058c 40 357 PF00282 0.00014 YNL189w 9 110 PF01749 1.10E-45 0.800147 0
YLR070c 31 142 PF08240 6.20E-37 YLR070c 31 142 PF08240 6.20E-37 1 1
YLR070c 171 315 PF00107 3.70E-41 YLR070c 171 315 PF00107 3.70E-41 1 1
YLR109w 4 176 PF08534 1.10E-48 YLR109w 4 176 PF08534 1.10E-48 1 1
YLR109w 4 176 PF08534 1.10E-48 YLR340w 222 311 PF00428 2.60E-30 0.882435 0
YLR109w 4 176 PF08534 1.10E-48 YMR022w 8 159 PF00179 7.50E-85 0.843329 0
YLR134w 387 538 PF02775 1.50E-09 YLR447c 12 343 PF01992 2.50E-169 0.956648 0
YLR134w 4 180 PF02776 1.40E-81 YNL244c 20 101 PF01253 6.80E-42 0.945861 0
YLR153c 124 563 PF00501 1.90E-123 YNL244c 20 101 PF01253 6.80E-42 0.84354 0
YLR153c 124 563 PF00501 1.90E-123 YPR165w 12 185 PF00071 6.20E-87 0.5578 0
YLR163c 189 380 PF05193 3.10E-52 YHR024c 181 374 PF05193 6.60E-47 0.967983 1
YLR163c 189 380 PF05193 3.10E-52 YLR086w 155 1406 PF02463 1.10E-140 0.951332 0
YLR172c 1 209 PF00590 8.40E-63 YOR159c 19 92 PF01423 2.30E-19 0.861404 0
YLR175w 267 340 PF01472 3.20E-25 YBR247c 143 476 PF05291 1.30E-267 0.794545 0
YLR175w 80 217 PF01509 3.00E-65 YDL208w 41 135 PF01248 9.20E-30 0.931877 0
YLR175w 18 76 PF08068 1.30E-40 YHR072w-a 3 53 PF04135 2.40E-21 0.871543 0
YLR175w 18 76 PF08068 1.30E-40 YLR134w 200 348 PF00205 2.70E-49 0.935183 0
YLR175w 80 217 PF01509 3.00E-65 YLR197w 173 225 PF08060 8.70E-34 0.796764 0
YLR175w 267 340 PF01472 3.20E-25 YMR205c 588 881 PF00365 1.10E-15 0.875604 0
YLR175w 80 217 PF01509 3.00E-65 YNL189w 417 457 PF00514 5.30E-06 0.857792 0
YLR175w 80 217 PF01509 3.00E-65 YNL307c 35 327 PF00069 2.40E-75 0.598145 0
YLR180w 115 237 PF02772 1.00E-94 YBL039c 314 555 PF00117 3.20E-71 0.914165 0
YLR180w 115 237 PF02772 1.00E-94 YER090w 31 174 PF04715 1.10E-43 0.93249 0
YLR186w 81 247 PF03587 8.10E-95 YBR247c 143 476 PF05291 1.30E-267 0.831031 0
YLR186w 81 247 PF03587 8.10E-95 YHR179w 16 368 PF00724 3.10E-200 0.679832 0
YLR197w 5 72 PF08156 5.50E-34 YNL088w 55 204 PF02518 1.40E-15 0.794955 0
YLR209c 37 311 PF00896 1.10E-148 YNL189w 119 160 PF00514 1.20E-12 0.858639 0
YLR212c 48 246 PF00091 8.00E-70 YLR200w 2 107 PF01920 1.70E-33 0.776821 0
YLR215c 27 330 PF07065 5.00E-174 YER025w 98 314 PF00009 2.30E-40 0.89687 0
YLR215c 27 330 PF07065 5.00E-174 YLR447c 12 343 PF01992 2.50E-169 0.979042 0
YLR216c 308 341 PF00515 3.40E-07 YDR353w 5 294 PF07992 2.40E-46 0.925808 0
YLR216c 308 341 PF00515 3.40E-07 YGL137w 325 794 PF04053 1.20E-254 0.910353 0
YLR216c 308 341 PF00515 3.40E-07 YHR030c 23 318 PF00069 3.20E-85 0.656721 0
YLR216c 5 175 PF00160 3.70E-98 YHR039c-a 1 106 PF03179 4.50E-55 0.915524 0
YLR216c 308 341 PF00515 3.40E-07 YHR074w 343 659 PF02540 3.70E-08 0.898668 0
YLR216c 5 175 PF00160 3.70E-98 YIR037w 4 111 PF00255 1.70E-76 0.738518 0
YLR216c 308 341 PF00515 3.40E-07 YJR017c 64 170 PF00639 2.00E-61 0.920296 0
YLR216c 308 341 PF00515 3.40E-07 YKL166c 88 342 PF00069 2.50E-100 0.818207 0
YLR216c 308 341 PF00515 3.40E-07 YNL330c 20 331 PF00850 2.40E-183 0.776085 0
YLR216c 308 341 PF00515 3.40E-07 YNR032w 43 251 PF00149 6.20E-38 0.664348 0
YLR229c 5 178 PF00071 5.90E-81 YDL135c 1 202 PF02115 7.30E-27 0.526573 1
YLR245c 8 115 PF00383 4.90E-37 YLR245c 8 115 PF00383 4.90E-37 1 1
YLR245c 8 115 PF00383 4.90E-37 YNL189w 9 110 PF01749 1.10E-45 0.838523 0
YLR264w 1 67 PF01200 3.20E-44 YLR264w 1 67 PF01200 3.20E-44 1 0
YLR270w 1 331 PF05652 1.70E-33 YLR081w 74 534 PF00083 2.90E-242 0.973452 0
YLR275w 32 106 PF01423 2.00E-15 YFL017w-a 5 73 PF01423 2.00E-16 0.819601 1
YLR275w 32 106 PF01423 2.00E-15 YOR159c 19 92 PF01423 2.30E-19 0.866488 1
YLR275w 32 106 PF01423 2.00E-15 YPR182w 17 83 PF01423 2.20E-21 0.881897 1
YLR276c 292 418 PF00271 2.70E-05 YKR081c 31 238 PF04427 1.90E-56 0.957983 0
YLR293c 13 127 PF08477 9.20E-16 YDR002w 75 197 PF00638 1.40E-86 0.947417 0
YLR293c 13 127 PF08477 9.20E-16 YER009w 8 121 PF02136 1.20E-46 0.748787 0
YLR293c 13 127 PF08477 9.20E-16 YNL189w 9 110 PF01749 1.10E-45 0.752039 0
YLR293c 14 172 PF00071 1.20E-72 YOR185c 15 173 PF00071 1.20E-72 0.999787 1
YLR300w 98 369 PF00150 2.40E-05 YOL126c 225 416 PF02866 7.10E-78 0.906125 0
YLR303w 6 436 PF01053 2.00E-250 YNL189w 9 110 PF01749 1.10E-45 0.970749 0
YLR304c 60 500 PF00330 2.70E-279 YGR040w 13 313 PF00069 3.30E-95 0.628094 0
YLR304c 60 500 PF00330 2.70E-279 YLR262c 1 173 PF00025 1.00E-05 0.44928 0
YLR304c 60 500 PF00330 2.70E-279 YOL006c 364 599 PF01028 6.10E-154 0.966303 0
YLR304c 60 500 PF00330 2.70E-279 YOL094c 44 215 PF00004 9.10E-07 0.81084 0
YLR314c 116 418 PF00735 1.90E-180 YCR053w 90 402 PF00291 1.40E-38 0.802238 0
YLR314c 116 418 PF00735 1.90E-180 YDR158w 165 346 PF02774 7.70E-79 0.808971 0
YLR340w 3 105 PF00466 2.60E-49 YDL081c 20 105 PF00428 6.50E-35 0.902215 0
YLR340w 3 105 PF00466 2.60E-49 YDR382w 17 109 PF00428 1.30E-36 0.881181 0
YLR340w 222 311 PF00428 2.60E-30 YPR016c 3 204 PF01912 2.40E-136 0.841555 0
YLR354c 25 329 PF00923 1.10E-199 YJL068c 13 291 PF00756 1.70E-109 0.775248 0
YLR355c 74 244 PF07991 9.10E-54 YHR030c 23 318 PF00069 3.20E-85 0.662459 0
YLR370c 1 178 PF04062 3.40E-137 YKL013c 1 169 PF05856 9.20E-112 0.948468 0
YLR370c 1 178 PF04062 3.40E-137 YNR035c 55 318 PF04045 2.50E-198 0.903244 0
YLR372w 10 321 PF01151 3.70E-232 YBR069c 98 561 PF00324 6.30E-155 0.95887 0
YLR372w 10 321 PF01151 3.70E-232 YLL028w 152 544 PF07690 9.70E-42 0.902903 0
YLR372w 10 321 PF01151 3.70E-232 YLR241w 370 781 PF02714 3.10E-193 0.904648 0
YLR372w 10 321 PF01151 3.70E-232 YNL101w 295 711 PF01490 8.70E-157 0.942701 0
YLR372w 10 321 PF01151 3.70E-232 YPR156c 188 616 PF00083 0.00011 0.811786 0
YLR377c 21 347 PF00316 1.80E-218 YLR377c 21 347 PF00316 1.80E-218 1 1
YLR377c 21 347 PF00316 1.80E-218 YML121w 99 310 PF04670 8.40E-123 0.859526 0
YLR377c 21 347 PF00316 1.80E-218 YNL189w 9 110 PF01749 1.10E-45 0.832446 0
YLR378c 76 461 PF00344 1.10E-08 YBR159w 63 242 PF00106 2.50E-08 0.861859 0
YLR378c 76 461 PF00344 1.10E-08 YDR086c 24 80 PF00584 1.70E-22 0.932924 0
YLR378c 76 461 PF00344 1.10E-08 YLR372w 10 321 PF01151 3.70E-232 0.931047 0
YLR438c-a 6 78 PF01423 3.30E-23 YER146w 10 83 PF01423 2.20E-20 0.940084 1
YLR438c-a 6 78 PF01423 3.30E-23 YLR438c-a 6 78 PF01423 3.30E-23 1 1
YLR438c-a 6 78 PF01423 3.30E-23 YMR142c 7 173 PF01294 1.20E-120 0.819584 0
YLR438c-a 6 78 PF01423 3.30E-23 YNL147w 20 96 PF01423 4.90E-22 0.846871 1
YLR438c-a 6 78 PF01423 3.30E-23 YOR096w 4 190 PF01251 2.80E-134 0.740254 0
YLR438w 29 367 PF00202 1.20E-148 YHR169w 273 349 PF00271 1.80E-34 0.883835 0
YLR438w 29 367 PF00202 1.20E-148 YJR017c 64 170 PF00639 2.00E-61 0.886034 0
YLR438w 29 367 PF00202 1.20E-148 YLR186w 81 247 PF03587 8.10E-95 0.865484 0
YLR438w 29 367 PF00202 1.20E-148 YNL244c 20 101 PF01253 6.80E-42 0.905105 0
YLR438w 29 367 PF00202 1.20E-148 YPR165w 12 185 PF00071 6.20E-87 0.673595 0
YLR447c 12 343 PF01992 2.50E-169 YBR028c 468 518 PF00433 1.80E-07 0.987372 0
YLR447c 12 343 PF01992 2.50E-169 YGR020c 8 111 PF01990 2.70E-35 0.891512 0
YLR447c 12 343 PF01992 2.50E-169 YIR035c 3 169 PF00106 2.90E-17 0.935663 0
YML008c 61 320 PF02353 9.10E-06 YPR113w 46 201 PF01066 1.00E-30 0.97656 0
YML022w 29 169 PF00156 3.00E-47 YDR441c 30 170 PF00156 4.00E-39 0.982245 1
YML022w 29 169 PF00156 3.00E-47 YLR447c 12 343 PF01992 2.50E-169 0.813727 0
YML042w 73 658 PF00755 5.70E-305 YML042w 73 658 PF00755 5.70E-305 1 1
YML042w 73 658 PF00755 5.70E-305 YNL189w 330 370 PF00514 2.30E-14 0.932793 0
YML056c 36 513 PF00478 2.50E-233 YBR088c 1 125 PF00705 1.10E-78 0.793389 0
YML056c 36 513 PF00478 2.50E-233 YER117w 16 137 PF00238 2.50E-53 0.747241 0
YML060w 127 292 PF00730 2.00E-22 YOL010w 183 286 PF05189 2.70E-45 0.920471 0
YML085c 50 247 PF00091 5.60E-99 YFL037w 246 383 PF03953 2.00E-72 0.2298 1
YML092c 28 214 PF00227 1.90E-72 YER094c 7 190 PF00227 5.60E-52 0.809669 1
YML092c 28 214 PF00227 1.90E-72 YGL011c 40 228 PF00227 7.10E-48 0.717951 1
YML092c 28 214 PF00227 1.90E-72 YGR135w 29 216 PF00227 1.60E-73 0.638342 1
YML092c 28 214 PF00227 1.90E-72 YOR157c 26 207 PF00227 8.90E-68 0.798032 1
YML094w 23 143 PF02996 1.10E-36 YGR078c 48 179 PF02996 3.90E-36 0.979125 0
YML094w 23 143 PF02996 1.10E-36 YLR200w 2 107 PF01920 1.70E-33 0.987844 1
YML094w 23 143 PF02996 1.10E-36 YLR212c 48 246 PF00091 8.00E-70 0.798947 0
YML110c 116 225 PF08241 5.30E-06 YGL115w 193 318 PF00571 3.90E-21 0.962894 0
YML121w 7 129 PF01926 0.00014 YML121w 7 129 PF01926 0.00014 1 1
YML121w 99 310 PF04670 8.40E-123 YML121w 99 310 PF04670 8.40E-123 1 0
YML123c 81 507 PF07690 2.50E-21 YBR159w 63 242 PF00106 2.50E-08 0.9387 0
YML123c 65 557 PF00083 7.10E-28 YDL198c 209 295 PF00153 1.20E-11 0.899502 0
YML123c 81 507 PF07690 2.50E-21 YER125w 505 809 PF00632 5.90E-182 0.943206 0
YML123c 81 507 PF07690 2.50E-21 YLR372w 10 321 PF01151 3.70E-232 0.94182 0
YML126c 217 490 PF08540 3.40E-184 YDL188c 118 313 PF00149 6.90E-40 0.483846 0
YML126c 217 490 PF08540 3.40E-184 YIL094c 25 367 PF00180 9.70E-178 0.787469 0
YML126c 217 490 PF08540 3.40E-184 YLR180w 115 237 PF02772 1.00E-94 0.871644 0
YMR022w 8 159 PF00179 7.50E-85 YLL039c 6 74 PF00240 5.60E-38 0.496123 0
YMR022w 8 159 PF00179 7.50E-85 YLL039c 82 150 PF00240 5.60E-38 0.496123 0
YMR058w 154 302 PF00394 2.70E-47 YBR159w 63 242 PF00106 2.50E-08 0.964958 0
YMR058w 29 147 PF07731 0.00048 YGL084c 170 510 PF03062 8.50E-82 0.964542 0
YMR058w 29 147 PF07731 0.00048 YKL008c 191 400 PF03798 3.30E-106 0.957176 0
YMR058w 29 147 PF07731 0.00048 YLR372w 10 321 PF01151 3.70E-232 0.954047 0
YMR058w 29 148 PF07732 1.70E-53 YOR161c 187 539 PF04515 2.30E-152 0.978746 0
YMR058w 154 302 PF00394 2.70E-47 YPL234c 96 161 PF00137 5.40E-24 0.908847 0
YMR058w 362 504 PF07731 1.90E-54 YPL274w 81 544 PF00324 2.50E-132 0.905259 0
YMR095c 52 211 PF07685 5.90E-05 YFL059w 4 211 PF01680 1.50E-122 0.97057 0
YMR095c 52 211 PF07685 5.90E-05 YMR096w 6 212 PF01680 6.30E-130 0.975253 0
YMR095c 52 211 PF07685 5.90E-05 YNL333w 4 211 PF01680 1.50E-122 0.97057 0
YMR096w 6 212 PF01680 6.30E-130 YFL059w 4 211 PF01680 1.50E-122 0.99527 0
YMR096w 6 212 PF01680 6.30E-130 YNL333w 4 211 PF01680 1.50E-122 0.99527 0
YMR105c 450 558 PF00408 4.70E-45 YJR068w 261 350 PF08542 5.80E-27 0.863716 0
YMR109w 38 702 PF00063 1.10E-285 YMR109w 38 702 PF00063 1.10E-285 1 1
YMR109w 759 961 PF06017 1.00E-77 YMR109w 759 961 PF06017 1.00E-77 1 0
YMR109w 1088 1145 PF00018 1.90E-18 YMR109w 1088 1145 PF00018 1.90E-18 1 1
YMR109w 1089 1145 PF07653 0.0006 YMR109w 1089 1145 PF07653 0.0006 1 0
YMR116c 8 46 PF00400 2.90E-07 YGL120c 95 258 PF00270 0.00018 0.902184 0
YMR116c 8 46 PF00400 2.90E-07 YLR197w 173 225 PF08060 8.70E-34 0.69807 0
YMR116c 8 46 PF00400 2.90E-07 YOR116c 10 368 PF04997 6.30E-106 0.836063 0
YMR116c 8 46 PF00400 2.90E-07 YPL106c 4 644 PF00012 1.50E-248 0.830562 0
YMR145c 114 430 PF07992 1.30E-06 YDL047w 46 242 PF00149 2.20E-40 0.712252 0
YMR205c 197 509 PF00365 5.80E-201 YDL047w 46 242 PF00149 2.20E-40 0.70035 0
YMR205c 588 881 PF00365 1.10E-15 YER148w 152 238 PF00352 4.10E-44 0.803422 0
YMR205c 588 881 PF00365 1.10E-15 YJL138c 46 211 PF00270 1.70E-62 0.774547 0
YMR224c 9 245 PF00149 9.70E-21 YMR224c 9 245 PF00149 9.70E-21 1 1
YMR224c 246 474 PF04152 2.00E-137 YMR224c 246 474 PF04152 2.00E-137 1 0
YMR246w 101 582 PF00501 2.30E-74 YDL047w 46 242 PF00149 2.20E-40 0.774053 0
YMR246w 101 582 PF00501 2.30E-74 YDR129c 412 521 PF00307 7.90E-29 0.871732 0
YMR246w 101 582 PF00501 2.30E-74 YNL088w 690 1171 PF00521 3.00E-123 0.986326 0
YMR246w 101 582 PF00501 2.30E-74 YOL126c 225 416 PF02866 7.10E-78 0.853946 0
YMR296c 145 545 PF00155 1.40E-80 YDR062w 155 515 PF00155 1.90E-95 0.962316 1
YMR297w 1 108 PF05388 1.30E-67 YLR378c 76 461 PF00344 1.10E-08 0.882639 0
YMR300c 2 214 PF00310 5.30E-54 YAL012w 10 390 PF01053 8.30E-227 0.861221 0
YMR303c 170 311 PF00107 8.00E-40 YLR216c 5 175 PF00160 3.70E-98 0.92726 0
YMR303c 170 311 PF00107 8.00E-40 YLR229c 5 178 PF00071 5.90E-81 0.441083 0
YMR303c 31 140 PF08240 3.70E-41 YOL094c 229 316 PF08542 1.90E-33 0.799824 0
YMR303c 170 311 PF00107 8.00E-40 YPR110c 48 330 PF01193 8.90E-20 0.972261 0
YMR314w 29 216 PF00227 9.70E-52 YDL084w 325 401 PF00271 1.10E-27 0.535313 0
YMR314w 29 216 PF00227 9.70E-52 YGL011c 40 228 PF00227 7.10E-48 0.95673 1
YMR314w 29 216 PF00227 9.70E-52 YML092c 28 214 PF00227 1.90E-72 0.68245 1
YNL007c 229 352 PF01556 7.20E-13 YHR030c 23 318 PF00069 3.20E-85 0.705342 0
YNL037c 30 353 PF00180 7.50E-87 YGL137w 325 794 PF04053 1.20E-254 0.796528 0
YNL037c 30 353 PF00180 7.50E-87 YHR030c 23 318 PF00069 3.20E-85 0.691958 0
YNL037c 30 353 PF00180 7.50E-87 YOR136w 38 365 PF00180 1.70E-159 0.673997 1
YNL055c 2 276 PF01459 9.70E-121 YCR009c 6 232 PF03114 3.00E-80 0.942858 0
YNL055c 2 276 PF01459 9.70E-121 YNL090w 9 179 PF00071 8.20E-80 0.811261 0
YNL055c 2 276 PF01459 9.70E-121 YNL093w 3 179 PF00025 1.20E-06 0.931602 0
YNL071w 248 482 PF00198 4.30E-108 YBR221c 231 355 PF02780 8.40E-56 0.898646 0
YNL088w 250 418 PF00204 1.80E-49 YBR025c 21 158 PF01926 7.00E-25 0.928812 0
YNL088w 55 204 PF02518 1.40E-15 YNL088w 55 204 PF02518 1.40E-15 1 1
YNL088w 250 418 PF00204 1.80E-49 YNL088w 250 418 PF00204 1.80E-49 1 1
YNL088w 690 1171 PF00521 3.00E-123 YNL088w 690 1171 PF00521 3.00E-123 1 0
YNL090w 9 179 PF00071 8.20E-80 YOR089c 1 171 PF00025 7.50E-07 0.472051 0
YNL096c 4 190 PF01251 4.60E-125 YMR243c 7 378 PF01545 2.20E-69 0.881045 0
YNL096c 4 190 PF01251 4.60E-125 YPR086w 133 203 PF00382 1.30E-35 0.94529 0
YNL102w 375 719 PF03104 3.70E-99 YIR008c 18 339 PF01896 8.40E-151 0.982243 0
YNL102w 375 719 PF03104 3.70E-99 YNL262w 121 442 PF03104 1.20E-128 0.985461 1
YNL135c 17 111 PF00254 2.50E-53 YDR037w 124 209 PF01336 1.30E-13 0.855263 0
YNL135c 17 111 PF00254 2.50E-53 YDR129c 412 521 PF00307 7.90E-29 0.824252 0
YNL135c 17 111 PF00254 2.50E-53 YDR341c 489 607 PF05746 5.90E-42 0.81679 0
YNL135c 17 111 PF00254 2.50E-53 YIL078w 629 723 PF03129 6.90E-30 0.815144 0
YNL135c 17 111 PF00254 2.50E-53 YJR104c 1 154 PF00080 1.30E-101 0.82163 0
YNL135c 17 111 PF00254 2.50E-53 YLR005w 72 325 PF04056 1.00E-186 0.817639 0
YNL135c 17 111 PF00254 2.50E-53 YMR205c 197 509 PF00365 5.80E-201 0.816927 0
YNL147w 20 96 PF01423 4.90E-22 YLR275w 32 106 PF01423 2.00E-15 0.823916 1
YNL153c 19 124 PF01920 2.20E-28 YGR078c 48 179 PF02996 3.90E-36 0.979334 1
YNL153c 19 124 PF01920 2.20E-28 YLR212c 48 246 PF00091 8.00E-70 0.718396 0
YNL169c 183 493 PF02666 5.70E-20 YLR447c 12 343 PF01992 2.50E-169 0.973761 0
YNL189w 9 110 PF01749 1.10E-45 YDL246c 170 316 PF00107 2.40E-40 0.858407 0
YNL189w 9 110 PF01749 1.10E-45 YDR353w 5 294 PF07992 2.40E-46 0.95007 0
YNL189w 9 110 PF01749 1.10E-45 YDR453c 5 182 PF00578 1.60E-101 0.77382 0
YNL189w 372 412 PF00514 4.70E-13 YGR024c 1 237 PF04446 2.30E-184 0.799248 0
YNL189w 330 370 PF00514 2.30E-14 YGR144w 39 306 PF01946 5.30E-180 0.904475 0
YNL189w 9 110 PF01749 1.10E-45 YHR112c 5 372 PF01053 6.20E-27 0.906409 0
YNL189w 9 110 PF01749 1.10E-45 YJL052w 2 150 PF00044 4.20E-97 0.812677 0
YNL189w 9 110 PF01749 1.10E-45 YJR009c 2 150 PF00044 8.20E-98 0.77617 0
YNL189w 9 110 PF01749 1.10E-45 YKL067w 6 140 PF00334 4.60E-104 0.799804 0
YNL189w 9 110 PF01749 1.10E-45 YML028w 5 182 PF00578 1.70E-113 0.769988 0
YNL189w 9 110 PF01749 1.10E-45 YMR226c 14 187 PF00106 6.50E-21 0.946164 0
YNL189w 9 110 PF01749 1.10E-45 YPL088w 10 336 PF00248 1.20E-90 0.923047 0
YNL220w 2 429 PF00709 1.70E-265 YEL046c 16 303 PF01212 5.50E-135 0.949393 0
YNL244c 20 101 PF01253 6.80E-42 YCR053w 90 402 PF00291 1.40E-38 0.914914 0
YNL244c 20 101 PF01253 6.80E-42 YDL124w 10 289 PF00248 2.50E-58 0.866411 0
YNL244c 20 101 PF01253 6.80E-42 YDR353w 5 294 PF07992 2.40E-46 0.913173 0
YNL244c 20 101 PF01253 6.80E-42 YPR041w 318 403 PF02020 1.60E-36 0.916537 0
YNL262w 1527 1920 PF08490 7.60E-243 YIR008c 18 339 PF01896 8.40E-151 0.98259 0
YNL262w 121 442 PF03104 1.20E-128 YKL045w 59 445 PF04104 6.10E-157 0.978626 0
YNL262w 121 442 PF03104 1.20E-128 YNL262w 121 442 PF03104 1.20E-128 1 1
YNL262w 511 1194 PF00136 3.70E-08 YNL262w 511 1194 PF00136 3.70E-08 1 1
YNL262w 1527 1920 PF08490 7.60E-243 YNL262w 1527 1920 PF08490 7.60E-243 1 0
YNL287w 19 560 PF01602 1.90E-161 YGL137w 325 794 PF04053 1.20E-254 0.980494 0
YNL290w 237 327 PF08542 4.10E-28 YBR087w 38 243 PF00004 0.001 0.706377 1
YNL290w 48 218 PF00004 4.60E-16 YLR058c 40 357 PF00282 0.00014 0.737453 0
YNL290w 237 327 PF08542 4.10E-28 YMR226c 14 187 PF00106 6.50E-21 0.827905 0
YNL290w 48 218 PF00004 4.60E-16 YOL094c 229 316 PF08542 1.90E-33 0.718085 1
YNL323w 93 407 PF03381 1.20E-201 YDR212w 36 549 PF00118 8.70E-163 0.923391 0
YNL323w 93 407 PF03381 1.20E-201 YLR447c 12 343 PF01992 2.50E-169 0.965593 0
YNL330c 20 331 PF00850 2.40E-183 YKR001c 613 704 PF02212 5.70E-41 0.864416 0
YNL330c 20 331 PF00850 2.40E-183 YOL006c 364 599 PF01028 6.10E-154 0.797304 0
YNL333w 4 211 PF01680 1.50E-122 YFL059w 4 211 PF01680 1.50E-122 1 0
YNL333w 4 211 PF01680 1.50E-122 YNL189w 9 110 PF01749 1.10E-45 0.940193 0
YNL333w 4 211 PF01680 1.50E-122 YNL333w 4 211 PF01680 1.50E-122 1 0
YNR001c 83 460 PF00285 1.60E-222 YKL085w 165 331 PF02866 3.50E-83 0.921078 0
YNR001c 83 460 PF00285 1.60E-222 YLR447c 12 343 PF01992 2.50E-169 0.902531 0
YNR032w 43 251 PF00149 6.20E-38 YBR187w 193 268 PF01169 3.10E-43 0.818216 0
YNR032w 43 251 PF00149 6.20E-38 YGR123c 242 438 PF00149 2.00E-34 0.7845 1
YNR035c 55 318 PF04045 2.50E-198 YBR109c 85 113 PF00036 2.70E-08 0.661531 0
YNR053c 41 171 PF08153 1.10E-93 YER126c 1 238 PF01201 6.30E-95 0.966092 0
YNR053c 316 435 PF01926 2.90E-19 YPR016c 3 204 PF01912 2.40E-136 0.938302 0
YNR070w 591 747 PF06422 2.10E-72 YBR159w 63 242 PF00106 2.50E-08 0.915138 0
YOL005c 29 103 PF01193 7.80E-20 YDL140c 807 1398 PF04998 2.30E-170 0.972271 0
YOL005c 29 103 PF01193 7.80E-20 YDR404c 80 161 PF00575 2.40E-10 0.956917 0
YOL005c 29 103 PF01193 7.80E-20 YIL021w 16 260 PF01193 1.30E-19 0.932452 1
YOL012c 25 99 PF00125 2.50E-24 YKR048c 93 366 PF00956 9.30E-158 0.724922 0
YOL038w 27 215 PF00227 5.80E-70 YGL011c 40 228 PF00227 7.10E-48 0.850827 1
YOL038w 27 215 PF00227 5.80E-70 YML092c 28 214 PF00227 1.90E-72 0.543852 1
YOL058w 7 410 PF00764 2.20E-254 YBR160w 8 295 PF00069 4.30E-98 0.712523 0
YOL058w 7 410 PF00764 2.20E-254 YNL189w 9 110 PF01749 1.10E-45 0.848415 0
YOL062c 198 491 PF00928 9.90E-130 YFL045c 35 254 PF03332 1.20E-179 0.729137 0
YOL062c 198 491 PF00928 9.90E-130 YJR058c 2 147 PF01217 1.80E-95 0.947699 1
YOL077c 34 227 PF04427 2.30E-64 YKR081c 31 238 PF04427 1.90E-56 0.956625 1
YOL086c 170 311 PF00107 7.90E-40 YGL009c 11 471 PF00330 5.00E-298 0.957946 0
YOL086c 170 311 PF00107 7.90E-40 YML085c 249 394 PF03953 1.20E-73 0.919317 0
YOL090w 491 587 PF05190 1.10E-28 YBR025c 21 158 PF01926 7.00E-25 0.893929 0
YOL090w 17 128 PF01624 6.20E-07 YJL138c 46 211 PF00270 1.70E-62 0.826301 0
YOL094c 229 316 PF08542 1.90E-33 YBR087w 38 243 PF00004 0.001 0.903437 1
YOL094c 229 316 PF08542 1.90E-33 YGL245w 509 681 PF03950 9.60E-73 0.838537 0
YOL126c 225 416 PF02866 7.10E-78 YJR068w 261 350 PF08542 5.80E-27 0.861494 0
YOL139c 4 213 PF01652 2.80E-118 YDL087c 8 261 PF03194 5.30E-137 0.979278 0
YOL139c 4 213 PF01652 2.80E-118 YER165w 221 291 PF00076 2.50E-26 0.926134 0
YOL139c 4 213 PF01652 2.80E-118 YGL115w 193 318 PF00571 3.90E-21 0.926015 0
YOL139c 4 213 PF01652 2.80E-118 YJL138c 46 211 PF00270 1.70E-62 0.807544 0
YOL139c 4 213 PF01652 2.80E-118 YJR007w 125 237 PF07541 1.40E-67 0.97077 0
YOL139c 4 213 PF01652 2.80E-118 YMR246w 101 582 PF00501 2.30E-74 0.914149 0
YOL139c 4 213 PF01652 2.80E-118 YNL093w 3 179 PF00025 1.20E-06 0.682102 0
YOL139c 4 213 PF01652 2.80E-118 YNL147w 20 96 PF01423 4.90E-22 0.938654 0
YOL139c 4 213 PF01652 2.80E-118 YNL262w 1527 1920 PF08490 7.60E-243 0.978093 0
YOL156w 68 486 PF07690 4.30E-27 YBR159w 63 242 PF00106 2.50E-08 0.94283 0
YOL156w 68 486 PF07690 4.30E-27 YLR372w 10 321 PF01151 3.70E-232 0.945331 0
YOR020c 10 103 PF00166 4.70E-37 YLR259c 44 550 PF00118 6.20E-174 0.835726 1
YOR020c 10 103 PF00166 4.70E-37 YML092c 28 214 PF00227 1.90E-72 0.811924 0
YOR020c 10 103 PF00166 4.70E-37 YNL189w 9 110 PF01749 1.10E-45 0.934904 0
YOR020c 10 103 PF00166 4.70E-37 YOR020c 10 103 PF00166 4.70E-37 1 1
YOR039w 38 213 PF01214 8.20E-140 YGR103w 4 285 PF06732 1.20E-197 0.915066 0
YOR039w 38 213 PF01214 8.20E-140 YNL330c 20 331 PF00850 2.40E-183 0.834549 0
YOR039w 38 213 PF01214 8.20E-140 YOR039w 38 213 PF01214 8.20E-140 1 1
YOR039w 38 213 PF01214 8.20E-140 YPL235w 122 433 PF06068 1.90E-220 0.613262 0
YOR061w 50 334 PF00069 6.50E-66 YBR094w 1 231 PF01975 1.20E-08 0.949798 0
YOR061w 50 334 PF00069 6.50E-66 YGL019w 26 233 PF01214 4.10E-170 0.8275 1
YOR061w 50 334 PF00069 6.50E-66 YGR103w 355 436 PF00533 1.90E-11 0.845508 0
YOR061w 50 334 PF00069 6.50E-66 YIL118w 18 212 PF00071 3.70E-88 0.727959 0
YOR061w 50 334 PF00069 6.50E-66 YNL088w 55 204 PF02518 1.40E-15 0.83936 0
YOR061w 50 334 PF00069 6.50E-66 YOR039w 38 213 PF01214 8.20E-140 0.899784 1
YOR074c 8 304 PF00303 1.10E-225 YPR086w 22 66 PF08271 2.50E-17 0.882695 0
YOR089c 1 171 PF00025 7.50E-07 YKR014c 1 193 PF00025 0.00042 0.81967 1
YOR089c 9 173 PF00071 5.60E-94 YNL093w 14 181 PF00071 9.60E-87 0.858055 1
YOR125c 135 226 PF03232 1.50E-42 YJL068c 13 291 PF00756 1.70E-109 0.954706 0
YOR128c 105 285 PF02222 2.80E-99 YBR021w 103 562 PF02133 1.00E-256 0.912431 0
YOR128c 105 285 PF02222 2.80E-99 YCR012w 3 412 PF00162 1.40E-292 0.830825 0
YOR128c 105 299 PF07478 0.001 YKR026c 12 294 PF01008 5.40E-118 0.98372 0
YOR128c 105 285 PF02222 2.80E-99 YMR323w 2 134 PF03952 3.30E-77 0.883423 0
YOR128c 105 285 PF02222 2.80E-99 YOR128c 105 285 PF02222 2.80E-99 1 1
YOR128c 105 299 PF07478 0.001 YOR128c 105 299 PF07478 0.001 1 1
YOR128c 403 559 PF00731 1.40E-106 YOR128c 403 559 PF00731 1.40E-106 1 1
YOR128c 105 285 PF02222 2.80E-99 YPR054w 38 337 PF00069 1.00E-72 0.675525 0
YOR128c 105 285 PF02222 2.80E-99 YPR088c 108 304 PF00448 1.50E-124 0.890333 0
YOR136w 38 365 PF00180 1.70E-159 YBL022c 181 478 PF02190 2.50E-166 0.934259 0
YOR136w 38 365 PF00180 1.70E-159 YNL189w 9 110 PF01749 1.10E-45 0.738094 0
YOR136w 38 365 PF00180 1.70E-159 YPR110c 48 330 PF01193 8.90E-20 0.914313 0
YOR150w 16 145 PF00572 8.00E-32 YDR172w 576 684 PF03143 2.30E-39 0.975668 0
YOR150w 16 145 PF00572 8.00E-32 YER081w 61 381 PF00389 1.40E-39 0.956863 0
YOR151c 1126 1219 PF04560 5.80E-50 YBL039c 314 555 PF00117 3.20E-71 0.733248 0
YOR151c 1126 1219 PF04560 5.80E-50 YBR154c 142 215 PF01191 7.60E-49 0.763685 0
YOR151c 42 464 PF04563 6.30E-120 YDL140c 807 1398 PF04998 2.30E-170 0.814773 1
YOR151c 42 464 PF04563 6.30E-120 YDR404c 1 79 PF03876 1.20E-38 0.848309 0
YOR151c 681 745 PF04567 6.50E-26 YIL021w 49 171 PF01000 7.10E-41 0.873951 0
YOR157c 26 207 PF00227 8.90E-68 YER094c 7 190 PF00227 5.60E-52 0.906405 1
YOR159c 19 92 PF01423 2.30E-19 YPR182w 17 83 PF01423 2.20E-21 0.927989 1
YOR176w 38 357 PF00762 5.50E-174 YDL134c 110 305 PF00149 7.10E-40 0.503145 0
YOR176w 38 357 PF00762 5.50E-174 YGR123c 242 438 PF00149 2.00E-34 0.937623 0
YOR185c 14 128 PF08477 9.20E-16 YER009w 8 121 PF02136 1.20E-46 0.728111 0
YOR185c 14 128 PF08477 9.20E-16 YOL128c 41 329 PF00069 2.10E-62 0.458893 0
YOR190w 92 418 PF00150 7.50E-05 YLR447c 12 343 PF01992 2.50E-169 0.965142 0
YOR202w 57 201 PF00475 6.40E-110 YOR202w 57 201 PF00475 6.40E-110 1 1
YOR202w 57 201 PF00475 6.40E-110 YPR016c 3 204 PF01912 2.40E-136 0.952954 0
YOR207c 555 617 PF04566 2.10E-37 YDR045c 2 55 PF02150 1.20E-25 0.858902 1
YOR207c 555 617 PF04566 2.10E-37 YKL144c 79 211 PF08292 5.80E-89 0.914178 0
YOR207c 1058 1144 PF04560 5.20E-47 YNL113w 57 133 PF01193 2.00E-20 0.8153 0
YOR207c 555 617 PF04566 2.10E-37 YOR116c 370 537 PF00623 6.40E-117 0.833982 0
YOR207c 555 617 PF04566 2.10E-37 YPR110c 48 330 PF01193 8.90E-20 0.847708 0
YOR210w 1 61 PF01194 8.40E-41 YDL140c 1141 1274 PF04990 9.50E-79 0.954371 0
YOR210w 1 61 PF01194 8.40E-41 YOR151c 42 464 PF04563 6.30E-120 0.885226 1
YOR210w 1 61 PF01194 8.40E-41 YPR110c 48 330 PF01193 8.90E-20 0.878128 1
YOR224c 7 146 PF03870 3.90E-92 YDL140c 873 1056 PF04992 4.00E-97 0.975406 1
YOR224c 7 146 PF03870 3.90E-92 YKL144c 79 211 PF08292 5.80E-89 0.981323 0
YOR224c 7 146 PF03870 3.90E-92 YOR116c 855 1386 PF04998 4.80E-158 0.974056 0
YOR224c 7 146 PF03870 3.90E-92 YPR110c 48 330 PF01193 8.90E-20 0.971116 1
YOR232w 51 224 PF01025 3.20E-82 YJR045c 30 413 PF06723 0.00044 0.796176 0
YOR232w 51 224 PF01025 3.20E-82 YOR232w 51 224 PF01025 3.20E-82 1 1
YPL002c 85 233 PF04157 2.00E-29 YPR086w 239 309 PF00382 5.70E-16 0.934952 0
YPL010w 8 159 PF01217 8.20E-09 YGL137w 325 794 PF04053 1.20E-254 0.975472 0
YPL028w 2 267 PF00108 7.20E-159 YNL244c 20 101 PF01253 6.80E-42 0.769668 0
YPL028w 2 267 PF00108 7.20E-159 YPR165w 12 185 PF00071 6.20E-87 0.492694 0
YPL031c 7 297 PF00069 9.90E-95 YDL246c 170 316 PF00107 2.40E-40 0.846015 0
YPL031c 7 297 PF00069 9.90E-95 YFL030w 8 370 PF00266 3.00E-08 0.810633 0
YPL031c 7 297 PF00069 9.90E-95 YJR104c 1 154 PF00080 1.30E-101 0.811332 0
YPL031c 7 297 PF00069 9.90E-95 YJR159w 170 316 PF00107 2.40E-40 0.846015 0
YPL046c 4 66 PF03931 4.30E-21 YPL046c 4 66 PF03931 4.30E-21 1 1
YPL048w 253 359 PF00647 9.20E-84 YBR118w 258 325 PF03144 3.50E-24 0.91696 0
YPL050c 50 392 PF03452 1.10E-257 YLR447c 12 343 PF01992 2.50E-169 0.827343 0
YPL051w 3 186 PF00025 1.40E-42 YER044c 15 131 PF03694 1.00E-83 0.847211 0
YPL051w 19 188 PF00071 1.90E-06 YKR030w 35 273 PF05216 9.60E-167 0.725219 0
YPL051w 3 186 PF00025 1.40E-42 YPR086w 133 203 PF00382 1.30E-35 0.772631 0
YPL088w 10 336 PF00248 1.20E-90 YPL088w 10 336 PF00248 1.20E-90 1 1
YPL091w 25 339 PF07992 1.80E-62 YPL091w 25 339 PF07992 1.80E-62 1 1
YPL091w 199 294 PF00070 1.10E-28 YPL091w 199 294 PF00070 1.10E-28 1 1
YPL091w 372 483 PF02852 1.30E-52 YPL091w 372 483 PF02852 1.30E-52 1 1
YPL106c 4 644 PF00012 1.50E-248 YML028w 5 182 PF00578 1.70E-113 0.882539 0
YPL111w 11 332 PF00491 3.10E-177 YBR011c 45 229 PF00719 2.00E-135 0.757407 0
YPL111w 11 332 PF00491 3.10E-177 YEL034w 84 151 PF01287 1.10E-38 0.853004 0
YPL111w 11 332 PF00491 3.10E-177 YKL085w 18 163 PF00056 7.70E-70 0.930723 0
YPL111w 11 332 PF00491 3.10E-177 YKL104c 2 215 PF00310 8.80E-58 0.92477 0
YPL111w 11 332 PF00491 3.10E-177 YNL189w 9 110 PF01749 1.10E-45 0.847276 0
YPL111w 11 332 PF00491 3.10E-177 YPL111w 11 332 PF00491 3.10E-177 1 1
YPL111w 11 332 PF00491 3.10E-177 YPL160w 22 769 PF00133 7.10E-07 0.918923 0
YPL135w 34 161 PF01592 2.50E-84 YCL017c 100 462 PF00266 2.10E-158 0.950268 0
YPL152w 2 305 PF03095 2.40E-193 YLR447c 12 343 PF01992 2.50E-169 0.955334 0
YPL160w 806 951 PF08264 8.80E-09 YNL244c 20 101 PF01253 6.80E-42 0.926062 0
YPL160w 806 951 PF08264 8.80E-09 YPR110c 48 330 PF01193 8.90E-20 0.971631 0
YPL189w 202 559 PF03062 2.80E-90 YBR159w 63 242 PF00106 2.50E-08 0.93334 0
YPL203w 70 311 PF07714 2.20E-19 YKL166c 88 342 PF00069 2.50E-100 0.906159 0
YPL211w 1 175 PF03657 1.10E-06 YKR081c 31 238 PF04427 1.90E-56 0.962781 0
YPL227c 76 263 PF00535 2.10E-27 YEL063c 92 557 PF00324 8.30E-189 0.92283 0
YPL227c 76 263 PF00535 2.10E-27 YGR060w 47 265 PF01598 3.70E-106 0.929256 0
YPL227c 76 263 PF00535 2.10E-27 YJL026w 76 358 PF00268 7.00E-177 0.950882 0
YPL227c 76 263 PF00535 2.10E-27 YJL196c 7 309 PF01151 1.70E-227 0.962066 0
YPL227c 76 263 PF00535 2.10E-27 YPL274w 81 544 PF00324 2.50E-132 0.909445 0
YPL234c 96 161 PF00137 5.40E-24 YLL028w 152 544 PF07690 9.70E-42 0.771844 0
YPL259c 1 142 PF01217 3.10E-05 YBR221c 231 355 PF02780 8.40E-56 0.604028 0
YPL259c 1 142 PF01217 3.10E-05 YER165w 490 563 PF00658 4.60E-46 0.836505 0
YPL259c 1 142 PF01217 3.10E-05 YLR170c 3 146 PF01217 3.10E-96 0.81461 0
YPL259c 1 142 PF01217 3.10E-05 YOL010w 183 286 PF05189 2.70E-45 0.757546 0
YPL259c 1 142 PF01217 3.10E-05 YOL077c 34 227 PF04427 2.30E-64 0.741135 0
YPL259c 1 142 PF01217 3.10E-05 YOR187w 263 333 PF03144 4.00E-28 0.753804 0
YPL259c 1 142 PF01217 3.10E-05 YPR016c 3 204 PF01912 2.40E-136 0.721576 0
YPL262w 36 367 PF00206 9.80E-188 YPR165w 12 185 PF00071 6.20E-87 0.716682 0
YPL274w 81 544 PF00324 2.50E-132 YBR159w 63 242 PF00106 2.50E-08 0.906301 0
YPR006c 46 575 PF00463 6.40E-189 YLR447c 12 343 PF01992 2.50E-169 0.93307 0
YPR010c 652 693 PF04567 8.40E-08 YBR143c 277 413 PF03465 2.50E-61 0.850019 0
YPR010c 698 1065 PF00562 1.60E-179 YKL067w 6 140 PF00334 4.60E-104 0.892338 0
YPR010c 652 693 PF04567 8.40E-08 YOR210w 1 61 PF01194 8.40E-41 0.77082 0
YPR010c 698 1065 PF00562 1.60E-179 YPR016c 3 204 PF01912 2.40E-136 0.89537 0
YPR010c 1067 1138 PF04560 1.50E-12 YPR110c 48 330 PF01193 8.90E-20 0.94912 0
YPR035w 107 356 PF00120 1.10E-90 YBR126c 16 482 PF00982 5.90E-294 0.886741 0
YPR069c 13 256 PF01564 3.40E-152 YLR146c 13 263 PF01564 6.60E-142 0.88449 1
YPR074c 356 533 PF02779 4.70E-69 YBR117c 356 533 PF02779 1.50E-70 0.998733 1
YPR082c 5 137 PF02966 1.70E-102 YFL017w-a 5 73 PF01423 2.00E-16 0.892593 0
YPR082c 5 137 PF02966 1.70E-102 YNL147w 20 96 PF01423 4.90E-22 0.453444 0
YPR082c 5 137 PF02966 1.70E-102 YPR182w 17 83 PF01423 2.20E-21 0.537515 0
YPR086w 239 309 PF00382 5.70E-16 YDL086w 18 255 PF01738 9.30E-09 0.965065 0
YPR086w 239 309 PF00382 5.70E-16 YFL038c 1 169 PF00025 4.70E-06 0.473706 0
YPR086w 133 203 PF00382 1.30E-35 YKL058w 5 53 PF02268 1.50E-34 0.957305 0
YPR086w 133 203 PF00382 1.30E-35 YPR041w 1 129 PF01873 2.90E-80 0.945379 0
YPR086w 239 309 PF00382 5.70E-16 YPR066w 1 143 PF00899 9.90E-48 0.89968 0
YPR103w 72 255 PF00227 1.50E-66 YER094c 7 190 PF00227 5.60E-52 0.954401 1
YPR103w 72 255 PF00227 1.50E-66 YFR050c 38 233 PF00227 2.20E-21 0.865412 1
YPR103w 72 255 PF00227 1.50E-66 YGL011c 40 228 PF00227 7.10E-48 0.868728 1
YPR103w 72 255 PF00227 1.50E-66 YJL001w 16 197 PF00227 3.70E-65 0.928531 1
YPR103w 72 255 PF00227 1.50E-66 YNL244c 20 101 PF01253 6.80E-42 0.879222 0
YPR110c 48 330 PF01193 8.90E-20 YDR453c 5 182 PF00578 1.60E-101 0.905926 0
YPR110c 48 330 PF01193 8.90E-20 YGL026c 9 272 PF00290 9.30E-161 0.977752 0
YPR110c 48 330 PF01193 8.90E-20 YGL137w 325 794 PF04053 1.20E-254 0.893756 0
YPR110c 48 330 PF01193 8.90E-20 YGL245w 509 681 PF03950 9.60E-73 0.967892 0
YPR110c 48 330 PF01193 8.90E-20 YHR112c 5 372 PF01053 6.20E-27 0.958103 0
YPR110c 83 220 PF01000 4.50E-61 YKL218c 16 306 PF00291 1.00E-95 0.980264 0
YPR110c 48 330 PF01193 8.90E-20 YLR086w 155 1406 PF02463 1.10E-140 0.957635 0
YPR110c 48 330 PF01193 8.90E-20 YOR116c 10 368 PF04997 6.30E-106 0.937882 0
YPR145w 2 162 PF00310 6.20E-12 YHR113w 25 478 PF02127 9.20E-301 0.835055 0
YPR156c 188 616 PF00083 0.00011 YBR159w 63 242 PF00106 2.50E-08 0.813766 0
YPR165w 12 185 PF00071 6.20E-87 YFR044c 98 474 PF01546 7.50E-29 0.66954 0
YPR181c 399 512 PF08033 3.00E-43 YIL109c 301 551 PF04811 1.40E-124 0.962764 1
YPR181c 399 512 PF08033 3.00E-43 YLR026c 50 161 PF00804 1.30E-16 0.984641 0
YPR181c 119 391 PF04811 1.00E-135 YNL049c 234 507 PF04811 7.30E-89 0.963574 1
YPR182w 17 83 PF01423 2.20E-21 YNL189w 9 110 PF01749 1.10E-45 0.676128 0

If we restricted our set to only those interactions involving proteins with at least 75% (instead of 50% before) of their sequence lengths assigned with Pfam domain(s), the percentage of predictions in iPfam jumps by 52%. Our restricted set, referred to as “test set SLA ≥75%”, contained a total of 374 protein–protein interactions among 298 proteins. For this set, we inferred a total of 392 domain–domain interactions (Supplementary material S5), 336 of which are unique. 58 out of the 336 unique predictions (≈17.26%) are in iPfam. The increase in the prediction accuracy from 11.35% (for the test set SLA ≥50%) to 17.26% (for the test set SLA ≥75%) indicates that the higher the SLA, the better the prediction accuracy. This is understandable considering the fact that the binding region in an interacting protein needs to be contained in one of that protein's domains in order to have any possibility of it being identified.

Supplementary material S5.

RCDP prediction results for the test set 2, containing 394 domain-domain interactions.

Format: <Protein1> <startResidue> <endResidue> <PfamDomain> <e-value> <Protein2> <startResidue> <endResidue> <PfamDomain> <e-value> <correlationCoefficient> <inPDBorNOT>

Protein1 startResidue endResidue PfamDomain e-value Protein2 startResidue endResidue PfamDomain e-value correlationCoefficient inPDBorNOT
YAL038w 18 365 PF00224 2.10E-267 YNL307c 35 327 PF00069 2.40E-75 0.637991 0
YAL038w 379 499 PF02887 4.60E-74 YOR226c 26 153 PF01592 2.10E-78 0.871644 0
YAL062w 40 170 PF02812 3.80E-74 YNL189w 9 110 PF01749 1.10E-45 0.9223 0
YBL039c 1 280 PF06418 2.50E-194 YJR103w 1 280 PF06418 5.70E-194 0.998837 0
YBL040c 1 209 PF00810 1.40E-157 YOL020w 86 546 PF00324 2.90E-141 0.901858 0
YBL078c 13 116 PF02991 1.30E-79 YOR100c 140 226 PF00153 4.20E-26 0.749538 0
YBR018c 4 192 PF01087 1.60E-115 YPR054w 38 337 PF00069 1.00E-72 0.695854 0
YBR039w 34 310 PF00231 9.50E-131 YDL145c 812 1200 PF06957 1.10E-30 0.970729 0
YBR039w 34 310 PF00231 9.50E-131 YJR068w 261 350 PF08542 5.80E-27 0.834343 0
YBR068c 99 567 PF00324 1.00E-193 YDR046c 94 562 PF00324 1.00E-171 0.998889 0
YBR085w 215 305 PF00153 9.10E-29 YHR002w 32 127 PF00153 6.20E-29 0.898158 1
YBR088c 127 254 PF02747 2.30E-79 YJR068w 261 350 PF08542 5.80E-27 0.89377 0
YBR088c 1 125 PF00705 1.10E-78 YNL290w 237 327 PF08542 4.10E-28 0.705218 0
YBR088c 1 125 PF00705 1.10E-78 YOL094c 229 316 PF08542 1.90E-33 0.919656 0
YBR088c 1 125 PF00705 1.10E-78 YOR116c 855 1386 PF04998 4.80E-158 0.905903 0
YBR117c 7 339 PF00456 5.70E-239 YLR447c 12 343 PF01992 2.50E-169 0.968223 0
YBR126c 16 482 PF00982 5.90E-294 YOR089c 9 173 PF00071 5.60E-94 0.821956 0
YBR127c 397 500 PF00306 1.80E-24 YKL080w 8 392 PF03223 3.50E-84 0.95271 0
YBR127c 397 500 PF00306 1.80E-24 YLR447c 12 343 PF01992 2.50E-169 0.828209 0
YBR154c 1 101 PF03871 6.20E-65 YDL140c 510 669 PF04983 1.50E-69 0.964818 0
YBR154c 1 101 PF03871 6.20E-65 YDR404c 1 79 PF03876 1.20E-38 0.967535 0
YBR154c 1 101 PF03871 6.20E-65 YKL144c 1 77 PF03876 9.60E-41 0.913435 0
YBR154c 1 101 PF03871 6.20E-65 YOR116c 742 848 PF05000 6.20E-45 0.900691 0
YBR154c 142 215 PF01191 7.60E-49 YPR110c 48 330 PF01193 8.90E-20 0.866512 0
YBR160w 8 295 PF00069 4.30E-98 YDR212w 36 549 PF00118 8.70E-163 0.771758 0
YBR160w 8 295 PF00069 4.30E-98 YLR086w 155 1406 PF02463 1.10E-140 0.703017 0
YBR170c 259 577 PF05021 2.20E-223 YLR044c 387 538 PF02775 1.50E-08 0.946819 0
YBR176w 24 291 PF02548 7.50E-184 YBR176w 24 291 PF02548 7.50E-184 1 1
YBR176w 24 291 PF02548 7.50E-184 YNL189w 204 244 PF00514 2.00E-09 0.920074 0
YBR205w 17 357 PF01793 9.10E-230 YFL038c 1 169 PF00025 4.70E-06 0.548945 0
YBR218c 852 1060 PF02436 5.90E-131 YPR110c 48 330 PF01193 8.90E-20 0.958684 0
YBR249c 40 355 PF00793 5.20E-182 YPR110c 48 330 PF01193 8.90E-20 0.941637 0
YBR252w 16 146 PF00692 1.60E-58 YNL189w 9 110 PF01749 1.10E-45 0.822352 0
YBR291c 213 299 PF00153 5.60E-27 YHR096c 89 549 PF00083 9.80E-241 0.942393 0
YCL040w 12 230 PF00349 2.60E-134 YCL040w 12 230 PF00349 2.60E-134 1 1
YCL040w 243 500 PF03727 8.50E-148 YCL040w 243 500 PF03727 8.50E-148 1 1
YCL040w 243 500 PF03727 8.50E-148 YNL189w 9 110 PF01749 1.10E-45 0.907044 0
YCR002c 29 309 PF00735 9.20E-183 YFL018c 380 489 PF02852 3.30E-66 0.899385 0
YCR005c 64 441 PF00285 1.60E-205 YCR005c 64 441 PF00285 1.60E-205 1 1
YCR005c 64 441 PF00285 1.60E-205 YKL085w 165 331 PF02866 3.50E-83 0.922119 0
YCR034w 10 313 PF01151 7.70E-229 YHR094c 72 488 PF07690 4.20E-29 0.951123 0
YCR034w 10 313 PF01151 7.70E-229 YJL219w 68 486 PF07690 1.70E-26 0.952833 0
YCR034w 10 313 PF01151 7.70E-229 YLL061w 77 540 PF00324 8.50E-124 0.884575 0
YCR034w 10 313 PF01151 7.70E-229 YOL020w 86 546 PF00324 2.90E-141 0.951499 0
YCR034w 10 313 PF01151 7.70E-229 YPL274w 81 544 PF00324 2.50E-132 0.89473 0
YDL064w 8 152 PF00179 2.00E-69 YDL064w 8 152 PF00179 2.00E-69 1 1
YDL100c 18 336 PF02374 4.70E-196 YHR057c 37 199 PF00160 1.50E-110 0.758264 0
YDL100c 18 336 PF02374 4.70E-196 YJL153c 66 515 PF07994 1.80E-199 0.926979 0
YDL100c 18 336 PF02374 4.70E-196 YNL055c 2 276 PF01459 9.70E-121 0.950579 0
YDL100c 18 336 PF02374 4.70E-196 YOL126c 225 416 PF02866 7.10E-78 0.909399 0
YDL108w 7 290 PF00069 2.80E-111 YDL140c 873 1056 PF04992 4.00E-97 0.940923 0
YDL108w 7 290 PF00069 2.80E-111 YOR151c 1126 1219 PF04560 5.80E-50 0.655472 0
YDL135c 1 202 PF02115 7.30E-27 YPR165w 12 185 PF00071 6.20E-87 0.662604 1
YDL137w 4 177 PF00025 2.90E-125 YPR110c 48 330 PF01193 8.90E-20 0.725142 0
YDL143w 31 527 PF00118 3.00E-167 YKR026c 12 294 PF01008 5.40E-118 0.947321 0
YDL145c 343 787 PF04053 8.00E-253 YCR012w 3 412 PF00162 1.40E-292 0.872514 0
YDL145c 343 787 PF04053 8.00E-253 YDR238c 682 961 PF07718 5.60E-155 0.983597 0
YDL145c 812 1200 PF06957 1.10E-30 YPL010w 8 159 PF01217 8.20E-09 0.978099 0
YDL192w 4 177 PF00025 4.30E-126 YDL137w 4 177 PF00025 2.90E-125 0.999971 1
YDL192w 4 177 PF00025 4.30E-126 YPR110c 48 330 PF01193 8.90E-20 0.727796 0
YDL236w 24 276 PF00702 6.40E-20 YNL189w 9 110 PF01749 1.10E-45 0.958621 0
YDL245c 79 484 PF07690 1.70E-24 YHR096c 93 509 PF07690 1.20E-31 0.985558 0
YDL245c 79 484 PF07690 1.70E-24 YJR160c 104 517 PF07690 0.0005 0.934402 0
YDR044w 9 327 PF01218 9.00E-161 YNL189w 9 110 PF01749 1.10E-45 0.880468 0
YDR045c 2 55 PF02150 1.20E-25 YOR116c 10 368 PF04997 6.30E-106 0.938008 0
YDR046c 94 562 PF00324 1.00E-171 YLR372w 10 321 PF01151 3.70E-232 0.94653 0
YDR099w 5 241 PF00244 2.30E-151 YBR001c 192 750 PF01204 8.20E-278 0.891849 0
YDR099w 5 241 PF00244 2.30E-151 YDR099w 5 241 PF00244 2.30E-151 1 1
YDR127w 1311 1393 PF08501 1.80E-32 YJL008c 38 549 PF00118 9.90E-164 0.979215 0
YDR127w 17 367 PF01761 1.10E-144 YOR136w 38 365 PF00180 1.70E-159 0.95761 0
YDR127w 897 1064 PF01202 1.70E-55 YPL235w 122 433 PF06068 1.90E-220 0.947078 0
YDR139c 6 74 PF00240 4.80E-25 YDR328c 4 99 PF03931 1.90E-07 0.570641 0
YDR139c 6 74 PF00240 4.80E-25 YLR306w 31 172 PF00179 6.10E-51 0.640541 0
YDR155c 3 162 PF00160 1.20E-116 YKL103c 59 501 PF02127 3.80E-263 0.744427 0
YDR155c 3 162 PF00160 1.20E-116 YNL244c 20 101 PF01253 6.80E-42 0.792188 0
YDR155c 3 162 PF00160 1.20E-116 YPL235w 122 433 PF06068 1.90E-220 0.563227 0
YDR226w 11 198 PF00406 2.10E-97 YBL036c 21 250 PF01168 3.80E-08 0.856139 0
YDR226w 11 198 PF00406 2.10E-97 YOR176w 38 357 PF00762 5.50E-174 0.93667 0
YDR226w 11 198 PF00406 2.10E-97 YPL031c 7 258 PF07714 3.50E-18 0.813632 0
YDR256c 23 410 PF00199 1.00E-277 YMR314w 29 216 PF00227 9.70E-52 0.833534 0
YDR256c 23 410 PF00199 1.00E-277 YNL189w 9 110 PF01749 1.10E-45 0.735524 0
YDR328c 4 99 PF03931 1.90E-07 YBR127c 397 500 PF00306 1.80E-24 0.911862 0
YDR328c 116 193 PF01466 1.20E-51 YEL051w 13 211 PF01813 5.90E-98 0.878649 0
YDR342c 72 488 PF07690 3.70E-29 YBL036c 21 250 PF01168 3.80E-08 0.956096 0
YDR342c 72 488 PF07690 3.70E-29 YNL323w 93 407 PF03381 1.20E-201 0.939934 0
YDR343c 72 488 PF07690 3.70E-29 YBL036c 21 250 PF01168 3.80E-08 0.956096 0
YDR343c 72 488 PF07690 3.70E-29 YGR040w 13 313 PF00069 3.30E-95 0.685304 0
YDR353w 156 249 PF00070 2.80E-29 YOL128c 41 329 PF00069 2.10E-62 0.756139 0
YDR382w 17 109 PF00428 1.30E-36 YBR006w 27 488 PF00171 2.00E-205 0.791924 0
YDR404c 1 79 PF03876 1.20E-38 YDL140c 510 669 PF04983 1.50E-69 0.971808 0
YDR404c 1 79 PF03876 1.20E-38 YGR063c 2 99 PF06093 1.60E-66 0.925248 0
YDR404c 1 79 PF03876 1.20E-38 YOR224c 7 146 PF03870 3.90E-92 0.961401 0
YDR487c 5 208 PF00926 5.80E-135 YNL189w 9 110 PF01749 1.10E-45 0.919764 0
YDR516c 243 500 PF03727 1.10E-124 YCL040w 243 500 PF03727 8.50E-148 0.999243 1
YDR529c 15 119 PF02271 1.10E-68 YBR082c 6 143 PF00179 3.90E-80 0.50018 0
YEL021w 30 251 PF00215 1.30E-89 YEL021w 30 251 PF00215 1.30E-89 1 1
YEL027w 12 77 PF00137 8.70E-21 YLR034c 31 408 PF01566 2.00E-226 0.770609 0
YEL054c 75 143 PF00298 5.60E-29 YDL081c 20 105 PF00428 6.50E-35 0.867395 0
YEL054c 75 143 PF00298 5.60E-29 YDR382w 17 109 PF00428 1.30E-36 0.850745 0
YEL054c 75 143 PF00298 5.60E-29 YOL039w 16 105 PF00428 6.80E-32 0.856575 0
YEL063c 92 557 PF00324 8.30E-189 YBL040c 1 209 PF00810 1.40E-157 0.905131 0
YEL063c 92 557 PF00324 8.30E-189 YCR034w 10 313 PF01151 7.70E-229 0.925666 0
YEL063c 92 557 PF00324 8.30E-189 YJL196c 7 309 PF01151 1.70E-227 0.914412 0
YEL063c 92 557 PF00324 8.30E-189 YLR372w 10 321 PF01151 3.70E-232 0.910386 0
YEL063c 92 557 PF00324 8.30E-189 YPL234c 96 161 PF00137 5.40E-24 0.907556 0
YEL069c 76 481 PF07690 6.20E-27 YPR110c 48 330 PF01193 8.90E-20 0.975212 0
YEL071w 243 495 PF02913 1.40E-81 YPR165w 12 185 PF00071 6.20E-87 0.633138 0
YER009w 8 121 PF02136 1.20E-46 YNL189w 9 110 PF01749 1.10E-45 0.839762 0
YER012w 1 184 PF00227 3.20E-57 YBL041w 25 226 PF00227 5.10E-40 0.982626 1
YER012w 1 184 PF00227 3.20E-57 YER094c 7 190 PF00227 5.60E-52 0.960061 1
YER012w 1 184 PF00227 3.20E-57 YJL001w 16 197 PF00227 3.70E-65 0.957508 1
YER012w 1 184 PF00227 3.20E-57 YMR314w 29 216 PF00227 9.70E-52 0.967412 1
YER020w 108 399 PF00025 0.00018 YNL037c 30 353 PF00180 7.50E-87 0.789057 0
YER057c 10 127 PF01042 6.50E-63 YNL189w 9 110 PF01749 1.10E-45 0.796174 0
YER086w 72 371 PF00291 5.90E-96 YER086w 72 371 PF00291 5.90E-96 1 1
YER086w 383 481 PF00585 3.10E-07 YER086w 383 481 PF00585 3.10E-07 1 1
YER086w 485 574 PF00585 3.40E-45 YER086w 485 574 PF00585 3.40E-45 1 1
YER126c 1 238 PF01201 6.30E-95 YPR016c 3 204 PF01912 2.40E-136 0.856728 0
YER146w 10 83 PF01423 2.20E-20 YCR024c 133 487 PF00152 4.00E-72 0.883096 0
YER146w 10 83 PF01423 2.20E-20 YDR378c 14 83 PF01423 2.20E-18 0.979358 1
YER146w 10 83 PF01423 2.20E-20 YER131w 1 113 PF01283 1.30E-82 0.634338 0
YER146w 10 83 PF01423 2.20E-20 YER146w 10 83 PF01423 2.20E-20 1 1
YER146w 10 83 PF01423 2.20E-20 YPL152w 2 305 PF03095 2.40E-193 0.751133 0
YER146w 10 83 PF01423 2.20E-20 YPR010c 652 693 PF04567 8.40E-08 0.530435 0
YER156c 11 338 PF03690 2.40E-245 YFL038c 1 169 PF00025 4.70E-06 0.515765 0
YER177w 5 241 PF00244 2.40E-151 YDR099w 5 241 PF00244 2.30E-151 0.999704 1
YER177w 5 241 PF00244 2.40E-151 YGL115w 193 318 PF00571 3.90E-21 0.69678 0
YER177w 5 241 PF00244 2.40E-151 YNL189w 9 110 PF01749 1.10E-45 0.75834 0
YFL005w 21 136 PF08477 3.00E-21 YFL038c 10 171 PF00071 4.70E-102 0.770305 0
YFL018c 28 352 PF07992 6.20E-63 YBR221c 231 355 PF02780 8.40E-56 0.807822 0
YFL045c 16 251 PF08282 0.00089 YNL189w 9 110 PF01749 1.10E-45 0.835653 0
YFR047c 26 117 PF02749 2.80E-35 YFR047c 26 117 PF02749 2.80E-35 1 0
YFR047c 119 292 PF01729 1.50E-100 YFR047c 119 292 PF01729 1.50E-100 1 1
YFR047c 26 117 PF02749 2.80E-35 YNL189w 372 412 PF00514 4.70E-13 0.855561 0
YGL040c 13 338 PF00490 3.00E-224 YGL040c 13 338 PF00490 3.00E-224 1 1
YGL040c 13 338 PF00490 3.00E-224 YNL189w 9 110 PF01749 1.10E-45 0.858525 0
YGL054c 2 125 PF03311 1.10E-77 YLR372w 10 321 PF01151 3.70E-232 0.90263 0
YGL062w 851 1059 PF02436 4.20E-133 YPR110c 48 330 PF01193 8.90E-20 0.95907 0
YGL087c 9 130 PF00179 2.10E-06 YDR092w 7 144 PF00179 1.70E-73 0.51427 1
YGL130w 28 249 PF01068 0.00054 YBR221c 39 215 PF02779 7.20E-73 0.966166 0
YGL130w 252 399 PF03919 1.70E-26 YDL140c 873 1056 PF04992 4.00E-97 0.963014 0
YGL221c 17 280 PF01784 2.30E-83 YGL221c 17 280 PF01784 2.30E-83 1 1
YGL221c 17 280 PF01784 2.30E-83 YNL189w 9 110 PF01749 1.10E-45 0.898897 0
YGL234w 345 440 PF02843 1.30E-54 YJR068w 261 350 PF08542 5.80E-27 0.917835 0
YGL234w 345 440 PF02843 1.30E-54 YOL094c 229 316 PF08542 1.90E-33 0.94671 0
YGL238w 23 96 PF03810 1.80E-22 YNL189w 372 412 PF00514 4.70E-13 0.814625 0
YGL253w 21 223 PF00349 1.10E-139 YGL253w 21 223 PF00349 1.10E-139 1 1
YGL253w 225 473 PF03727 5.10E-163 YGL253w 225 473 PF03727 5.10E-163 1 1
YGR020c 8 111 PF01990 2.70E-35 YEL051w 13 211 PF01813 5.90E-98 0.923643 0
YGR024c 1 237 PF04446 2.30E-184 YGR024c 1 237 PF04446 2.30E-184 1 0
YGR040w 13 313 PF00069 3.30E-95 YGL062w 851 1059 PF02436 4.20E-133 0.826408 0
YGR040w 13 313 PF00069 3.30E-95 YLL039c 234 302 PF00240 5.60E-38 0.778215 0
YGR040w 13 313 PF00069 3.30E-95 YML123c 81 507 PF07690 2.50E-21 0.820486 0
YGR040w 13 313 PF00069 3.30E-95 YPR010c 40 468 PF04563 2.30E-84 0.788234 0
YGR133w 21 174 PF00179 7.70E-55 YGR133w 21 174 PF00179 7.70E-55 1 1
YGR144w 39 306 PF01946 5.30E-180 YGR144w 39 306 PF01946 5.30E-180 1 0
YGR144w 67 296 PF01266 0.00021 YGR144w 67 296 PF01266 0.00021 1 1
YGR155w 14 320 PF00291 6.70E-114 YBR088c 1 125 PF00705 1.10E-78 0.919288 0
YGR155w 14 320 PF00291 6.70E-114 YGR040w 13 313 PF00069 3.30E-95 0.841094 0
YGR155w 371 507 PF00571 6.40E-20 YNL189w 9 110 PF01749 1.10E-45 0.853289 0
YHR007c 57 521 PF00067 7.10E-134 YPL274w 81 544 PF00324 2.50E-132 0.90946 0
YHR039c-a 1 106 PF03179 4.50E-55 YBR127c 397 500 PF00306 1.80E-24 0.858839 0
YHR039c-a 1 106 PF03179 4.50E-55 YGR020c 8 111 PF01990 2.70E-35 0.900294 0
YHR068w 45 377 PF01916 1.40E-230 YNL189w 9 110 PF01749 1.10E-45 0.875549 0
YHR094c 72 488 PF07690 4.20E-29 YLR372w 10 321 PF01151 3.70E-232 0.940889 0
YHR113w 25 478 PF02127 9.20E-301 YHR113w 25 478 PF02127 9.20E-301 1 0
YHR179w 16 368 PF00724 3.10E-200 YOL128c 41 329 PF00069 2.10E-62 0.710313 0
YHR183w 178 476 PF00393 2.00E-210 YKL085w 18 163 PF00056 7.70E-70 0.787604 0
YHR183w 178 476 PF00393 2.00E-210 YPR110c 48 330 PF01193 8.90E-20 0.913366 0
YHR208w 68 373 PF01063 3.10E-164 YJR148w 51 356 PF01063 2.30E-166 0.999337 1
YHR216w 35 512 PF00478 6.90E-230 YNL189w 9 110 PF01749 1.10E-45 0.866763 0
YIL021w 16 260 PF01193 1.30E-19 YBR154c 142 215 PF01191 7.60E-49 0.926415 0
YIL021w 16 260 PF01193 1.30E-19 YDR404c 1 79 PF03876 1.20E-38 0.943482 0
YIL021w 16 260 PF01193 1.30E-19 YOR224c 7 146 PF03870 3.90E-92 0.958503 1
YIL034c 1 287 PF01115 6.20E-231 YBR264c 1 167 PF00025 0.00042 0.891858 0
YIL034c 1 287 PF01115 6.20E-231 YBR291c 107 204 PF00153 3.50E-21 0.887304 0
YIL035c 40 363 PF00069 3.20E-69 YGL115w 193 318 PF00571 3.90E-21 0.844288 0
YIL035c 40 363 PF00069 3.20E-69 YIL118w 18 212 PF00071 3.70E-88 0.780596 0
YIL035c 40 363 PF00069 3.20E-69 YOR061w 50 334 PF00069 6.50E-66 0.988947 1
YIL035c 40 363 PF00069 3.20E-69 YPR016c 3 204 PF01912 2.40E-136 0.710527 0
YIL094c 25 367 PF00180 9.70E-178 YBL039c 1 280 PF06418 2.50E-194 0.800427 0
YIL118w 18 212 PF00071 3.70E-88 YEL020c 3 171 PF02776 4.00E-80 0.784339 0
YIL142w 29 519 PF00118 3.20E-166 YDL080c 15 191 PF02776 6.90E-56 0.957956 0
YIL142w 29 519 PF00118 3.20E-166 YDR212w 36 549 PF00118 8.70E-163 0.972817 1
YIL142w 29 519 PF00118 3.20E-166 YGR040w 13 313 PF00069 3.30E-95 0.864403 0
YIL145c 1 309 PF02569 1.10E-223 YLR447c 12 343 PF01992 2.50E-169 0.954206 0
YIR034c 175 323 PF01262 1.40E-20 YLR354c 25 329 PF00923 1.10E-199 0.929727 0
YJL001w 16 197 PF00227 3.70E-65 YPR054w 38 337 PF00069 1.00E-72 0.656586 0
YJL053w 5 364 PF03643 1.10E-258 YDR372c 59 340 PF05719 5.80E-206 0.910236 0
YJL060w 54 437 PF00155 3.00E-111 YBR160w 8 295 PF00069 4.30E-98 0.650912 0
YJL153c 66 515 PF07994 1.80E-199 YJL190c 5 130 PF00410 2.10E-56 0.822388 0
YJL167w 39 313 PF00348 3.50E-135 YJL167w 39 313 PF00348 3.50E-135 1 1
YJL167w 39 313 PF00348 3.50E-135 YNL244c 20 101 PF01253 6.80E-42 0.835558 0
YJL196c 7 309 PF01151 1.70E-227 YCR034w 10 313 PF01151 7.70E-229 0.957972 0
YJL196c 7 309 PF01151 1.70E-227 YLR372w 10 321 PF01151 3.70E-232 0.964207 0
YJL214w 73 490 PF07690 8.10E-24 YLR372w 10 321 PF01151 3.70E-232 0.943671 0
YJL219w 68 486 PF07690 1.70E-26 YLR447c 12 343 PF01992 2.50E-169 0.909469 0
YJR017c 64 170 PF00639 2.00E-61 YDL140c 873 1056 PF04992 4.00E-97 0.900094 0
YJR017c 64 170 PF00639 2.00E-61 YDR343c 72 488 PF07690 3.70E-29 0.906018 0
YJR017c 64 170 PF00639 2.00E-61 YIL021w 16 260 PF01193 1.30E-19 0.913003 0
YJR024c 18 235 PF00596 1.00E-71 YJR024c 18 235 PF00596 1.00E-71 1 1
YJR068w 60 243 PF00004 1.10E-08 YNL189w 9 110 PF01749 1.10E-45 0.812293 0
YJR068w 261 350 PF08542 5.80E-27 YNL290w 237 327 PF08542 4.10E-28 0.705802 1
YJR068w 60 243 PF00004 1.10E-08 YOL094c 229 316 PF08542 1.90E-33 0.865888 1
YJR103w 1 280 PF06418 5.70E-194 YJR103w 1 280 PF06418 5.70E-194 1 0
YJR103w 314 557 PF00117 2.40E-76 YJR103w 314 557 PF00117 2.40E-76 1 1
YJR121w 401 508 PF00306 2.30E-48 YBR039w 34 310 PF00231 9.50E-131 0.913245 1
YJR121w 46 113 PF02874 1.40E-27 YDR298c 32 208 PF00213 1.20E-73 0.872075 0
YJR121w 46 113 PF02874 1.40E-27 YJR121w 46 113 PF02874 1.40E-27 1 1
YJR121w 169 388 PF00006 1.10E-96 YJR121w 169 388 PF00006 1.10E-96 1 1
YJR121w 401 508 PF00306 2.30E-48 YJR121w 401 508 PF00306 2.30E-48 1 1
YJR160c 104 517 PF07690 0.0005 YLR372w 10 321 PF01151 3.70E-232 0.919537 0
YKL013c 1 169 PF05856 9.20E-112 YMR109w 759 961 PF06017 1.00E-77 0.945236 0
YKL013c 1 169 PF05856 9.20E-112 YNR035c 55 318 PF04045 2.50E-198 0.949778 0
YKL060c 16 359 PF01116 1.50E-218 YOR116c 10 368 PF04997 6.30E-106 0.813904 0
YKL067w 6 140 PF00334 4.60E-104 YKL067w 6 140 PF00334 4.60E-104 1 1
YKL080w 8 392 PF03223 3.50E-84 YEL051w 13 211 PF01813 5.90E-98 0.938925 0
YKL085w 165 331 PF02866 3.50E-83 YOL128c 41 329 PF00069 2.10E-62 0.672584 0
YKL085w 165 331 PF02866 3.50E-83 YPR110c 48 330 PF01193 8.90E-20 0.949242 0
YKL103c 59 501 PF02127 3.80E-263 YKL103c 59 501 PF02127 3.80E-263 1 0
YKL103c 59 501 PF02127 3.80E-263 YNL189w 9 110 PF01749 1.10E-45 0.916494 0
YKL106w 44 441 PF00155 1.60E-119 YLR447c 12 343 PF01992 2.50E-169 0.831604 0
YKL144c 79 211 PF08292 5.80E-89 YOR116c 855 1386 PF04998 4.80E-158 0.955007 0
YKL144c 79 211 PF08292 5.80E-89 YPR110c 48 330 PF01193 8.90E-20 0.953026 0
YKL152c 3 189 PF00300 6.30E-43 YMR109w 38 702 PF00063 1.10E-285 0.963435 0
YKL165c 442 874 PF04987 3.30E-227 YLR372w 10 321 PF01151 3.70E-232 0.952886 0
YKR002w 353 532 PF04926 9.20E-103 YNL189w 9 110 PF01749 1.10E-45 0.938503 0
YKR002w 353 532 PF04926 9.20E-103 YNL222w 7 206 PF04722 2.60E-164 0.955812 0
YKR014c 5 195 PF00071 2.50E-88 YNL093w 14 181 PF00071 9.60E-87 0.826077 1
YKR026c 12 294 PF01008 5.40E-118 YBL030c 22 119 PF00153 4.40E-35 0.872628 0
YKR026c 12 294 PF01008 5.40E-118 YEL051w 13 211 PF01813 5.90E-98 0.891922 0
YKR026c 12 294 PF01008 5.40E-118 YER146w 10 83 PF01423 2.20E-20 0.704063 0
YKR026c 12 294 PF01008 5.40E-118 YKR026c 12 294 PF01008 5.40E-118 1 1
YKR026c 12 294 PF01008 5.40E-118 YLR432w 35 512 PF00478 1.50E-235 0.895836 0
YKR030w 35 273 PF05216 9.60E-167 YER031c 5 174 PF00025 3.10E-05 0.804818 0
YLL001w 31 246 PF00350 1.20E-88 YLL001w 31 246 PF00350 1.20E-88 1 0
YLL001w 255 549 PF01031 7.10E-164 YLL001w 255 549 PF01031 7.10E-164 1 0
YLL001w 665 756 PF02212 1.60E-43 YLL001w 665 756 PF02212 1.60E-43 1 0
YLL061w 77 540 PF00324 8.50E-124 YLR372w 10 321 PF01151 3.70E-232 0.931111 0
YLR027c 30 405 PF00155 5.60E-99 YLR027c 30 405 PF00155 5.60E-99 1 1
YLR027c 30 405 PF00155 5.60E-99 YNL244c 20 101 PF01253 6.80E-42 0.862034 0
YLR109w 4 176 PF08534 1.10E-48 YLR109w 4 176 PF08534 1.10E-48 1 1
YLR109w 4 176 PF08534 1.10E-48 YMR022w 8 159 PF00179 7.50E-85 0.843329 0
YLR134w 387 538 PF02775 1.50E-09 YLR447c 12 343 PF01992 2.50E-169 0.956648 0
YLR134w 4 180 PF02776 1.40E-81 YNL244c 20 101 PF01253 6.80E-42 0.945861 0
YLR180w 115 237 PF02772 1.00E-94 YBL039c 314 555 PF00117 3.20E-71 0.914165 0
YLR180w 115 237 PF02772 1.00E-94 YER090w 31 174 PF04715 1.10E-43 0.93249 0
YLR209c 37 311 PF00896 1.10E-148 YNL189w 119 160 PF00514 1.20E-12 0.858639 0
YLR215c 27 330 PF07065 5.00E-174 YLR447c 12 343 PF01992 2.50E-169 0.979042 0
YLR229c 5 178 PF00071 5.90E-81 YDL135c 1 202 PF02115 7.30E-27 0.526573 1
YLR245c 8 115 PF00383 4.90E-37 YLR245c 8 115 PF00383 4.90E-37 1 1
YLR245c 8 115 PF00383 4.90E-37 YNL189w 9 110 PF01749 1.10E-45 0.838523 0
YLR264w 1 67 PF01200 3.20E-44 YLR264w 1 67 PF01200 3.20E-44 1 0
YLR270w 1 331 PF05652 1.70E-33 YLR081w 74 534 PF00083 2.90E-242 0.973452 0
YLR303w 6 436 PF01053 2.00E-250 YNL189w 9 110 PF01749 1.10E-45 0.970749 0
YLR354c 25 329 PF00923 1.10E-199 YJL068c 13 291 PF00756 1.70E-109 0.775248 0
YLR370c 1 178 PF04062 3.40E-137 YKL013c 1 169 PF05856 9.20E-112 0.948468 0
YLR370c 1 178 PF04062 3.40E-137 YNR035c 55 318 PF04045 2.50E-198 0.903244 0
YLR377c 21 347 PF00316 1.80E-218 YLR377c 21 347 PF00316 1.80E-218 1 1
YLR377c 21 347 PF00316 1.80E-218 YML121w 99 310 PF04670 8.40E-123 0.859526 0
YLR377c 21 347 PF00316 1.80E-218 YNL189w 9 110 PF01749 1.10E-45 0.832446 0
YLR378c 76 461 PF00344 1.10E-08 YLR372w 10 321 PF01151 3.70E-232 0.931047 0
YLR438c-a 6 78 PF01423 3.30E-23 YER146w 10 83 PF01423 2.20E-20 0.940084 1
YLR438c-a 6 78 PF01423 3.30E-23 YLR438c-a 6 78 PF01423 3.30E-23 1 1
YLR438c-a 6 78 PF01423 3.30E-23 YMR142c 7 173 PF01294 1.20E-120 0.819584 0
YLR438c-a 6 78 PF01423 3.30E-23 YOR096w 4 190 PF01251 2.80E-134 0.740254 0
YLR438w 29 367 PF00202 1.20E-148 YJR017c 64 170 PF00639 2.00E-61 0.886034 0
YLR438w 29 367 PF00202 1.20E-148 YNL244c 20 101 PF01253 6.80E-42 0.905105 0
YLR438w 29 367 PF00202 1.20E-148 YPR165w 12 185 PF00071 6.20E-87 0.673595 0
YLR447c 12 343 PF01992 2.50E-169 YGR020c 8 111 PF01990 2.70E-35 0.891512 0
YML042w 73 658 PF00755 5.70E-305 YML042w 73 658 PF00755 5.70E-305 1 1
YML042w 73 658 PF00755 5.70E-305 YNL189w 330 370 PF00514 2.30E-14 0.932793 0
YML056c 36 513 PF00478 2.50E-233 YBR088c 1 125 PF00705 1.10E-78 0.793389 0
YML056c 36 513 PF00478 2.50E-233 YER117w 16 137 PF00238 2.50E-53 0.747241 0
YML060w 127 292 PF00730 2.00E-22 YOL010w 183 286 PF05189 2.70E-45 0.920471 0
YML110c 116 225 PF08241 5.30E-06 YGL115w 193 318 PF00571 3.90E-21 0.962894 0
YML121w 7 129 PF01926 0.00014 YML121w 7 129 PF01926 0.00014 1 1
YML121w 99 310 PF04670 8.40E-123 YML121w 99 310 PF04670 8.40E-123 1 0
YML123c 81 507 PF07690 2.50E-21 YLR372w 10 321 PF01151 3.70E-232 0.94182 0
YML126c 217 490 PF08540 3.40E-184 YIL094c 25 367 PF00180 9.70E-178 0.787469 0
YML126c 217 490 PF08540 3.40E-184 YLR180w 115 237 PF02772 1.00E-94 0.871644 0
YMR022w 8 159 PF00179 7.50E-85 YLL039c 6 74 PF00240 5.60E-38 0.496123 0
YMR022w 8 159 PF00179 7.50E-85 YLL039c 82 150 PF00240 5.60E-38 0.496123 0
YMR105c 450 558 PF00408 4.70E-45 YJR068w 261 350 PF08542 5.80E-27 0.863716 0
YMR109w 38 702 PF00063 1.10E-285 YMR109w 38 702 PF00063 1.10E-285 1 1
YMR109w 759 961 PF06017 1.00E-77 YMR109w 759 961 PF06017 1.00E-77 1 0
YMR109w 1088 1145 PF00018 1.90E-18 YMR109w 1088 1145 PF00018 1.90E-18 1 1
YMR109w 1089 1145 PF07653 0.0006 YMR109w 1089 1145 PF07653 0.0006 1 0
YMR297w 1 108 PF05388 1.30E-67 YLR378c 76 461 PF00344 1.10E-08 0.882639 0
YNL037c 30 353 PF00180 7.50E-87 YOR136w 38 365 PF00180 1.70E-159 0.673997 1
YNL055c 2 276 PF01459 9.70E-121 YCR009c 6 232 PF03114 3.00E-80 0.942858 0
YNL055c 2 276 PF01459 9.70E-121 YNL090w 9 179 PF00071 8.20E-80 0.811261 0
YNL055c 2 276 PF01459 9.70E-121 YNL093w 3 179 PF00025 1.20E-06 0.931602 0
YNL090w 9 179 PF00071 8.20E-80 YOR089c 1 171 PF00025 7.50E-07 0.472051 0
YNL096c 4 190 PF01251 4.60E-125 YMR243c 7 378 PF01545 2.20E-69 0.881045 0
YNL135c 17 111 PF00254 2.50E-53 YDR341c 489 607 PF05746 5.90E-42 0.81679 0
YNL135c 17 111 PF00254 2.50E-53 YJR104c 1 154 PF00080 1.30E-101 0.82163 0
YNL189w 9 110 PF01749 1.10E-45 YDR353w 5 294 PF07992 2.40E-46 0.95007 0
YNL189w 9 110 PF01749 1.10E-45 YDR453c 5 182 PF00578 1.60E-101 0.77382 0
YNL189w 372 412 PF00514 4.70E-13 YGR024c 1 237 PF04446 2.30E-184 0.799248 0
YNL189w 330 370 PF00514 2.30E-14 YGR144w 39 306 PF01946 5.30E-180 0.904475 0
YNL189w 9 110 PF01749 1.10E-45 YHR112c 5 372 PF01053 6.20E-27 0.906409 0
YNL189w 9 110 PF01749 1.10E-45 YJL052w 2 150 PF00044 4.20E-97 0.812677 0
YNL189w 9 110 PF01749 1.10E-45 YJR009c 2 150 PF00044 8.20E-98 0.77617 0
YNL189w 9 110 PF01749 1.10E-45 YKL067w 6 140 PF00334 4.60E-104 0.799804 0
YNL189w 9 110 PF01749 1.10E-45 YML028w 5 182 PF00578 1.70E-113 0.769988 0
YNL189w 9 110 PF01749 1.10E-45 YPL088w 10 336 PF00248 1.20E-90 0.923047 0
YNL244c 20 101 PF01253 6.80E-42 YDL124w 10 289 PF00248 2.50E-58 0.866411 0
YNL244c 20 101 PF01253 6.80E-42 YDR353w 5 294 PF07992 2.40E-46 0.913173 0
YNL290w 48 218 PF00004 4.60E-16 YOL094c 229 316 PF08542 1.90E-33 0.718085 1
YNL323w 93 407 PF03381 1.20E-201 YDR212w 36 549 PF00118 8.70E-163 0.923391 0
YNL323w 93 407 PF03381 1.20E-201 YLR447c 12 343 PF01992 2.50E-169 0.965593 0
YNR001c 83 460 PF00285 1.60E-222 YKL085w 165 331 PF02866 3.50E-83 0.921078 0
YNR001c 83 460 PF00285 1.60E-222 YLR447c 12 343 PF01992 2.50E-169 0.902531 0
YOL058w 7 410 PF00764 2.20E-254 YBR160w 8 295 PF00069 4.30E-98 0.712523 0
YOL058w 7 410 PF00764 2.20E-254 YNL189w 9 110 PF01749 1.10E-45 0.848415 0
YOL126c 225 416 PF02866 7.10E-78 YJR068w 261 350 PF08542 5.80E-27 0.861494 0
YOL139c 4 213 PF01652 2.80E-118 YDL087c 8 261 PF03194 5.30E-137 0.979278 0
YOL139c 4 213 PF01652 2.80E-118 YGL115w 193 318 PF00571 3.90E-21 0.926015 0
YOL139c 4 213 PF01652 2.80E-118 YNL093w 3 179 PF00025 1.20E-06 0.682102 0
YOL156w 68 486 PF07690 4.30E-27 YLR372w 10 321 PF01151 3.70E-232 0.945331 0
YOR020c 10 103 PF00166 4.70E-37 YLR259c 44 550 PF00118 6.20E-174 0.835726 1
YOR020c 10 103 PF00166 4.70E-37 YNL189w 9 110 PF01749 1.10E-45 0.934904 0
YOR020c 10 103 PF00166 4.70E-37 YOR020c 10 103 PF00166 4.70E-37 1 1
YOR061w 50 334 PF00069 6.50E-66 YBR094w 1 231 PF01975 1.20E-08 0.949798 0
YOR061w 50 334 PF00069 6.50E-66 YIL118w 18 212 PF00071 3.70E-88 0.727959 0
YOR089c 1 171 PF00025 7.50E-07 YKR014c 1 193 PF00025 0.00042 0.81967 1
YOR089c 9 173 PF00071 5.60E-94 YNL093w 14 181 PF00071 9.60E-87 0.858055 1
YOR125c 135 226 PF03232 1.50E-42 YJL068c 13 291 PF00756 1.70E-109 0.954706 0
YOR136w 38 365 PF00180 1.70E-159 YNL189w 9 110 PF01749 1.10E-45 0.738094 0
YOR136w 38 365 PF00180 1.70E-159 YPR110c 48 330 PF01193 8.90E-20 0.914313 0
YOR151c 1126 1219 PF04560 5.80E-50 YBL039c 314 555 PF00117 3.20E-71 0.733248 0
YOR151c 1126 1219 PF04560 5.80E-50 YBR154c 142 215 PF01191 7.60E-49 0.763685 0
YOR151c 42 464 PF04563 6.30E-120 YDL140c 807 1398 PF04998 2.30E-170 0.814773 1
YOR151c 42 464 PF04563 6.30E-120 YDR404c 1 79 PF03876 1.20E-38 0.848309 0
YOR151c 681 745 PF04567 6.50E-26 YIL021w 49 171 PF01000 7.10E-41 0.873951 0
YOR159c 19 92 PF01423 2.30E-19 YPR182w 17 83 PF01423 2.20E-21 0.927989 1
YOR207c 555 617 PF04566 2.10E-37 YDR045c 2 55 PF02150 1.20E-25 0.858902 1
YOR207c 555 617 PF04566 2.10E-37 YKL144c 79 211 PF08292 5.80E-89 0.914178 0
YOR207c 555 617 PF04566 2.10E-37 YOR116c 370 537 PF00623 6.40E-117 0.833982 0
YOR207c 555 617 PF04566 2.10E-37 YPR110c 48 330 PF01193 8.90E-20 0.847708 0
YOR210w 1 61 PF01194 8.40E-41 YDL140c 1141 1274 PF04990 9.50E-79 0.954371 0
YOR210w 1 61 PF01194 8.40E-41 YOR151c 42 464 PF04563 6.30E-120 0.885226 1
YOR210w 1 61 PF01194 8.40E-41 YPR110c 48 330 PF01193 8.90E-20 0.878128 1
YOR224c 7 146 PF03870 3.90E-92 YDL140c 873 1056 PF04992 4.00E-97 0.975406 1
YOR224c 7 146 PF03870 3.90E-92 YKL144c 79 211 PF08292 5.80E-89 0.981323 0
YOR224c 7 146 PF03870 3.90E-92 YOR116c 855 1386 PF04998 4.80E-158 0.974056 0
YOR224c 7 146 PF03870 3.90E-92 YPR110c 48 330 PF01193 8.90E-20 0.971116 1
YOR232w 51 224 PF01025 3.20E-82 YOR232w 51 224 PF01025 3.20E-82 1 1
YPL028w 2 267 PF00108 7.20E-159 YNL244c 20 101 PF01253 6.80E-42 0.769668 0
YPL028w 2 267 PF00108 7.20E-159 YPR165w 12 185 PF00071 6.20E-87 0.492694 0
YPL031c 7 297 PF00069 9.90E-95 YFL030w 8 370 PF00266 3.00E-08 0.810633 0
YPL031c 7 297 PF00069 9.90E-95 YJR104c 1 154 PF00080 1.30E-101 0.811332 0
YPL050c 50 392 PF03452 1.10E-257 YLR447c 12 343 PF01992 2.50E-169 0.827343 0
YPL051w 3 186 PF00025 1.40E-42 YER044c 15 131 PF03694 1.00E-83 0.847211 0
YPL051w 19 188 PF00071 1.90E-06 YKR030w 35 273 PF05216 9.60E-167 0.725219 0
YPL088w 10 336 PF00248 1.20E-90 YPL088w 10 336 PF00248 1.20E-90 1 1
YPL091w 25 339 PF07992 1.80E-62 YPL091w 25 339 PF07992 1.80E-62 1 1
YPL091w 199 294 PF00070 1.10E-28 YPL091w 199 294 PF00070 1.10E-28 1 1
YPL091w 372 483 PF02852 1.30E-52 YPL091w 372 483 PF02852 1.30E-52 1 1
YPL106c 4 644 PF00012 1.50E-248 YML028w 5 182 PF00578 1.70E-113 0.882539 0
YPL111w 11 332 PF00491 3.10E-177 YKL085w 18 163 PF00056 7.70E-70 0.930723 0
YPL111w 11 332 PF00491 3.10E-177 YNL189w 9 110 PF01749 1.10E-45 0.847276 0
YPL111w 11 332 PF00491 3.10E-177 YPL111w 11 332 PF00491 3.10E-177 1 1
YPL111w 11 332 PF00491 3.10E-177 YPL160w 22 769 PF00133 7.10E-07 0.918923 0
YPL152w 2 305 PF03095 2.40E-193 YLR447c 12 343 PF01992 2.50E-169 0.955334 0
YPL160w 806 951 PF08264 8.80E-09 YNL244c 20 101 PF01253 6.80E-42 0.926062 0
YPL160w 806 951 PF08264 8.80E-09 YPR110c 48 330 PF01193 8.90E-20 0.971631 0
YPL259c 1 142 PF01217 3.10E-05 YBR221c 231 355 PF02780 8.40E-56 0.604028 0
YPL259c 1 142 PF01217 3.10E-05 YLR170c 3 146 PF01217 3.10E-96 0.81461 0
YPL259c 1 142 PF01217 3.10E-05 YOL010w 183 286 PF05189 2.70E-45 0.757546 0
YPL259c 1 142 PF01217 3.10E-05 YOR187w 263 333 PF03144 4.00E-28 0.753804 0
YPL259c 1 142 PF01217 3.10E-05 YPR016c 3 204 PF01912 2.40E-136 0.721576 0
YPR006c 46 575 PF00463 6.40E-189 YLR447c 12 343 PF01992 2.50E-169 0.93307 0
YPR010c 652 693 PF04567 8.40E-08 YBR143c 277 413 PF03465 2.50E-61 0.850019 0
YPR010c 698 1065 PF00562 1.60E-179 YKL067w 6 140 PF00334 4.60E-104 0.892338 0
YPR010c 652 693 PF04567 8.40E-08 YOR210w 1 61 PF01194 8.40E-41 0.77082 0
YPR010c 698 1065 PF00562 1.60E-179 YPR016c 3 204 PF01912 2.40E-136 0.89537 0
YPR010c 1067 1138 PF04560 1.50E-12 YPR110c 48 330 PF01193 8.90E-20 0.94912 0
YPR035w 107 356 PF00120 1.10E-90 YBR126c 16 482 PF00982 5.90E-294 0.886741 0
YPR069c 13 256 PF01564 3.40E-152 YLR146c 13 263 PF01564 6.60E-142 0.88449 1
YPR074c 356 533 PF02779 4.70E-69 YBR117c 356 533 PF02779 1.50E-70 0.998733 1
YPR082c 5 137 PF02966 1.70E-102 YFL017w-a 5 73 PF01423 2.00E-16 0.892593 0
YPR082c 5 137 PF02966 1.70E-102 YPR182w 17 83 PF01423 2.20E-21 0.537515 0
YPR110c 48 330 PF01193 8.90E-20 YDR453c 5 182 PF00578 1.60E-101 0.905926 0
YPR110c 48 330 PF01193 8.90E-20 YGL026c 9 272 PF00290 9.30E-161 0.977752 0
YPR110c 48 330 PF01193 8.90E-20 YHR112c 5 372 PF01053 6.20E-27 0.958103 0
YPR110c 83 220 PF01000 4.50E-61 YKL218c 16 306 PF00291 1.00E-95 0.980264 0
YPR110c 48 330 PF01193 8.90E-20 YLR086w 155 1406 PF02463 1.10E-140 0.957635 0
YPR110c 48 330 PF01193 8.90E-20 YOR116c 10 368 PF04997 6.30E-106 0.937882 0
YPR165w 12 185 PF00071 6.20E-87 YFR044c 98 474 PF01546 7.50E-29 0.66954 0
YPR182w 17 83 PF01423 2.20E-21 YNL189w 9 110 PF01749 1.10E-45 0.676128 0

We compared our prediction results with those of Chen and Liu's RDFF method32 and Riley et al.'s DPEA method.33 The objective of this comparison is to find what percent of RCDP's predictions are confirmed by the other two methods. Chen and Liu used 9834 yeast protein interactions to infer 4366 domain–domain interactions, out of which 2475 are between Pfam-A domains while the rest involve Pfam-B domains. Riley et al.'s DPEA method is a statistical approach, which uses expectation maximization (EM) algorithm as a subroutine. They used a network of 26,032 protein–protein interactions from 69 organisms to infer a total of 3005 domain–domain interactions, out of which 1812 of them are between Pfam-A domain pairs. The comparison summary is shown in Figure 8(a), in which we refer to our method as RCDP (relative co-evolution of domain pairs). Although our analysis shows that the predictions by the RCDP method are more likely to be in iPfam than those by RDFF or DPEA methods, one needs to keep in mind that the prediction accuracies of the three methods are not directly comparable as they all use different datasets of varying sizes. However, the dataset used in our study is a subset of that used by Chen and Liu, and Riley et al. So, one would expect a good fraction of our predictions to be confirmed by the other two methods. Interestingly, only about 5% of RCDP's predictions are confirmed by both the RDFF and DPEA methods (Figure 8(b)). About 14% of RCDP's predictions are confirmed by DPEA alone, and about 23% of RCDP's predictions are confirmed by RDFF alone. Overall, 31% of RCDP's predictions are confirmed by DPEA and/or RDFF, indicating that RCDP can predict known domain–domain interactions missed by the other two. Thus, the RCDP method can be used with other methods to detect unrecognized domain–domain interactions on a genome scale with wider coverage.

Figure 8.

Figure 8

(a) An indirect comparison of RCDP's prediction results with those of RDFF32 and DPEA33 methods. The predictions were validated against the known domain–domain interactions found in PDB crystal structures (as inferred in iPfam50). The prediction accuracies of the three methods are not directly comparable as the results are from datasets of varying sizes. However, the dataset used to test RCDP is a subset of that used by Chen and Liu, and Riley et al. (b) Only about 5% of RCDP's predictions are confirmed by both DPEA and RDFF methods. Overall, about 31% of RCDP's predictions are confirmed by either DPEA or RDFF, with about 14% and 23% of RCDP's predictions confirmed by DPEA and RDFF, respectively. This indicates that each of these three methods can detect known domain–domain interactions missed by the other two.

Validation of predicted domain–domain interactions and estimating the true predictive power of the RCDP method

We used domain pairs found to interact in PDB49 crystal structures, as reported in the iPfam database,50 as our gold standard to verify the predicted domain–domain interactions. The iPfam database defines two domains from two different chains to be interacting if and only if they are close enough in at least one PDB complex to form an interaction. We consider a predicted interaction between domain Pi in protein P and domain Qj in protein Q to be a true interaction (true positive) if and only if iPfam lists this pair of domain to be interacting based on one or more PDB crystal structure evidences.

An interacting protein pair P and Q is said to contain an iPfam domain–domain interaction xy if domain x is present in protein P and domain y is present in protein Q, or vice versa. A given protein–protein interaction may contain more than one iPfam domain–domain interaction, i.e. out of all possible domain pairs between the two interacting proteins, there may be more than one domain pair listed in iPfam.

We consider only those domain pairs found to interact in PDB crystal structures, as reported in iPfam, as true positives. Absence of a domain pair in iPfam does not necessarily mean that the two domains do not interact. Thus, it may not be fair to consider those predictions (without PDB evidence) as false positives. It could very well be that a good fraction of them could be biologically occurring domain interactions. A simple case would be a true protein–protein interaction, none of whose possible domain pairs are in iPfam. In order to estimate the true predictive power of the RCDP method, we tested it on a validation set comprising only those protein–protein interactions satisfying all of the following conditions: (i) is between proteins with at least 50% of their sequence lengths assigned with Pfam domain(s), (ii) is not between two one-domain proteins, (iii) contains a domain pair that is known to interact as per iPfam, and (iv) is between proteins having orthologs in at least a common set of ten species. The validation set contained a total of 109 protein–protein interactions (Supplementary material S6), comprising a total of 109 unique domain interactions that are in iPfam.

Supplementary material S6.

Validation set, containing 109 yeast protein interactions with SLA ≥ 50%.

Format: <Protein1> <Protein2> <#DomainsInProtein1> <#DomainsInProtein2>

Protein1 Protein2 #DomainsInProtein1 #DomainsInProtein2
YBL039c YJR103w 2 2
YBL099w YBR039w 3 1
YBL099w YJR121w 3 3
YBR085w YHR002w 3 3
YBR109c YDR155c 3 1
YBR109c YKL129c 3 3
YBR109c YMR109w 3 4
YBR154c YDL140c 2 7
YBR154c YOR116c 2 5
YCL040w YCL040w 2 2
YCR002c YHR107c 2 2
YCR002c YJR076c 2 2
YDL135c YPR165w 1 2
YDL145c YGL137w 7 5
YDL192w YDL137w 3 3
YDL246c YDL246c 2 2
YDR045c YOR116c 2 5
YDR148c YDR148c 2 2
YDR172w YDR172w 3 3
YDR404c YDL140c 2 7
YDR516c YCL040w 2 2
YER017c YMR089c 3 3
YER081w YER081w 2 2
YER086w YER086w 3 3
YER148w YKL058w 2 2
YER148w YPR086w 2 3
YER178w YBR221c 1 2
YFL005w YFL038c 3 3
YFL016c YFL016c 3 3
YFR047c YFR047c 2 2
YGL087c YER125w 1 5
YGL238w YLR293c 3 2
YGL238w YNL189w 3 9
YGL253w YGL253w 2 2
YGR144w YGR144w 2 2
YHR074w YHR074w 2 2
YHR107c YHR107c 2 2
YHR111w YHR111w 3 3
YHR169w YJL138c 2 2
YIL021w YOR224c 2 1
YIL074c YER081w 2 2
YIL074c YIL074c 2 2
YIL125w YIL125w 2 2
YJL164c YJL164c 2 2
YJL164c YKL166c 2 2
YJL164c YPL203w 2 2
YJR063w YPR010c 2 7
YJR068w YBR087w 2 1
YJR068w YNL290w 2 2
YJR068w YOL094c 2 2
YJR076c YHR107c 2 2
YJR103w YJR103w 2 2
YJR121w YBR039w 3 1
YJR121w YJR121w 3 3
YJR159w YDL246c 2 2
YKL129c YMR109w 3 4
YKL135c YPL259c 1 2
YKL144c YOR116c 2 5
YKL166c YKL166c 2 2
YKR014c YNL093w 3 3
YLR026c YDR189w 2 1
YLR070c YLR070c 2 2
YLR163c YHR024c 2 2
YLR216c YNR032w 2 1
YLR229c YDL135c 2 1
YLR293c YDR002w 2 1
YLR293c YER009w 2 1
YLR293c YOR185c 2 2
YML085c YFL037w 2 2
YML121w YML121w 2 2
YMR109w YMR109w 4 4
YMR224c YMR224c 2 2
YNL071w YBR221c 3 2
YNL088w YNL088w 3 3
YNL090w YOR089c 2 3
YNL102w YNL262w 2 3
YNL262w YNL262w 3 3
YNL290w YBR087w 2 1
YNL290w YOL094c 2 2
YNR032w YGR123c 1 3
YOL005c YDL140c 1 7
YOL005c YIL021w 1 2
YOL094c YBR087w 2 1
YOR089c YKR014c 3 3
YOR089c YNL093w 3 3
YOR128c YOR128c 3 3
YOR151c YDL140c 7 7
YOR151c YDR404c 7 2
YOR151c YIL021w 7 2
YOR185c YER009w 2 1
YOR207c YDR045c 7 2
YOR207c YKL144c 7 2
YOR207c YNL113w 7 1
YOR207c YOR116c 7 5
YOR207c YPR110c 7 2
YOR210w YOR151c 1 7
YOR210w YPR110c 1 2
YOR224c YDL140c 1 7
YOR224c YOR116c 1 5
YOR224c YPR110c 1 2
YPL091w YPL091w 3 3
YPL203w YKL166c 2 2
YPL259c YLR170c 2 1
YPR010c YOR210w 7 1
YPR010c YPR110c 7 2
YPR074c YBR117c 3 3
YPR110c YOR116c 2 5
YPR181c YIL109c 5 5
YPR181c YNL049c 5 5

Ideally, a good domain–domain interaction prediction method should be able to recover all 109 unique known domain–domain interactions present in the validation set. To measure the percentage of recovery, we use the sensitivity measure, which is the ratio of the number of unique true positives to the number of unique positives (which is 109). On the validation set of 109 protein–protein interactions, RCDP predicted 109 unique domain–domain interactions, out of which 63 are in iPfam. This resulted in a sensitivity of 63/109=57.8%. This is an underestimation because there may more than one domain pair mediating a given protein–protein interaction, and since RCDP is designed to find only the pair(s) with the highest correlation, it may not be able to recover all 109 unique domain–domain interactions present in the set.

While it is important for any good method to be able to recover the 109 known domain–domain interactions from the validation set, it is equally important that every predicted domain–domain interaction is correct. To measure the accuracy of our predictions, we used the positive predictive value (PPV) defined as:

PPV=TPTP+FP

where TP is the number of predicted domain pairs that are known to be true (in iPfam), and FP is the number of predicted domain pairs that are not in the iPfam. RCDP predicted a total of 147 domain–domain interactions (109 of them are unique) for the validation set, out of which 94 are in iPfam with a PPV of 63.95%. To ensure that the 63.95% prediction accuracy of RCDP is not by chance, we compared it against a random method. For this, we used the exact same random strategy used by Nye et al.31, which, for a given protein–protein interaction, picks a domain pair at random out of all possible domain pairs. Since there could be more than one interacting domain pair within each interacting protein pair, there is a certain probability that the domain pair picked at random is a true interaction. We performed 100,000 runs of this random method on our validation set. The p-value of obtaining a prediction accuracy of ≥63.95% by chance is 1.05×10−2 (z-score: 2.39). The performance of RCDP versus the random method is shown in Figure 9. On average, the random method is expected to have 55.19 (±0.01)% of its predictions to be in iPfam (Figure 9). RCDP outperforms random by about 9%, which is significant, considering the fact that Nye et al. showed, on a different dataset, that the random method performs as good as three other popular methods for predicting domain–domain interactions. In particular, Nye et al. showed that one can expect their “lowest p-value” method, Deng et al.'s MLE method,30 and the random method to have about 55% of their predictions to be true, and Sprinzak et al.'s association method26 to have about 52% of its predictions to be true. Since the interaction dataset and domain annotations (SCOP domains) used in Nye et al.'s study are different from those used in this study, the results are not directly comparable.

Figure 9.

Figure 9

Domain–domain interaction predictions results for 109 yeast protein–protein interactions, each of which (i) is between proteins with at least 50% of their sequence lengths assigned with Pfam domain(s), (ii) is not an interaction between two one-domain proteins, (iii) contains a domain pair that is known to interact (as reported iPfam), and (iv) is between proteins having orthologs in at least a common set of ten species. The performance of RCDP versus a method that picks a domain pair at random among all possible domain pairs is plotted. The results are broken down according to the number of potential domain–domain contacts between an interacting protein pair. RCDP clearly outperforms random picks by about 9%, which is significant (p-value 1.05×10−2) considering the fact that it has been shown before (Figure 4 in Nye et al.31), on a different dataset, that random performs as good as three other popular methods26,30,31 for inferring domain–domain interactions.

Conclusion

Here, we performed co-evolutionary analysis of domains in interacting proteins to assess whether or not interacting domain pairs exhibit higher level of co-evolution than non-interacting domain pairs of a given protein–protein interaction. We used yeast protein–protein interactions from DNA-directed RNA polymerase complex and F1-ATPase complex among others in our investigation. Our results indicated that interacting domain pairs exhibit higher level of co-evolution than the non-interacting domain pairs. Motivated by the results, we designed a method, called RCDP, to confirm the observed trend, and to predict large-scale domain–domain (i.e. Pfam-Pfam) interactions using the yeast interactome. A total of 1222 domain–domain interactions from 1180 protein–protein interactions were predicted, out of which 109 are found in PDB (as reported in iPfam). Through comparison of our predictions with those from two other methods, we showed that the RCDP method can predict known domain–domain interactions missed by the other two methods.

The proposed RCDP method may not be suitable for predicting domain–domain interactions between homodimers (interaction between two copies of the same protein). The reason for this is that the domain pairs with the highest correlation will be inter-chain homodomains, which will have the maximum correlation score of one. Although this makes RCDP's results predictable for homodimers, in reality, it is mostly the case that homodimers are mediated by inter-chain homodomain interactions. In our set of 1180 protein–protein interactions (SLA ≥50%), we had 71 cases of a protein interacting with itself. For this set of 71 interactions, we predicted 112 domain–domain interactions, out of which 84 (75%) are found in PDB (as reported in iPfam).

Although relative co-evolution of interacting domains can be used to predict domain–domain interactions between two interacting proteins, there are some limitations that apply to any method based on co-evolution, which could cause false positives and false negatives that one should be aware of. First of all, this type of analysis assumes that interacting domains/proteins co-evolve, i.e. undergo correlated mutations, which may not be always true due to numerous other biological constraints on the interacting domains/proteins. If domain A with multiple interacting partners undergoes correlated mutations with its interacting partners, then there is a danger of it not having a high correlation with its partners due to “uncorrelated set of correlated mutations” (see Figure 4).

Predicted domain–domain interactions are only as good as the accuracy of the protein–protein interactions used. Domain–domain interactions are predicted under the premise that the given protein–protein interaction is accurate. If a protein–protein interaction is a false positive, then one should not expect the predicted domain–domain interaction to be true. Various studies6568 have reported that anywhere between 40–60% of the reported protein–protein interactions could be false-positives, which could potentially explain the false-positives (≈34%) in predictions by the RCDP method.

Not all interactions are mediated by pairs of globular domains. There are many that involve binding of a domain in one protein to a short region (approximately three to eight residues) in another.69,70 Detecting these short length “linear motifs” using sequence comparison is difficult due to their tendency to reside in disordered regions in proteins, and limited conservation outside of closely related species.37 Thus, there is a possibility that the set of interacting residues may not be part of the domains assigned to a protein. This could lead to incorrect prediction of domain–domain interactions in such cases. And, there may be more than one domain pair mediating a protein–protein interaction, and since RCDP is designed to find only the pair(s) with the highest correlation, it may not be able to recover all interacting domain pairs.

The orthology detection procedure used in this study may not be sufficiently rigorous for detecting orthologs. We did attempt to use a very stringent reciprocal BLAST best-hits approach. But, because of its stringent nature, and our requirement that interacting proteins have at least ten orthologs from a common set of species, we were unable to obtain a large enough dataset to make any statistical conclusion. Another issue is that of closely related paralogs. Since many genes in Eukaryotes are known to have numerous in-paralogs (due to recent duplications), it makes it difficult to establish one-toone orthology relationships. Our tests on a few cases to see the effect of including one in-paralog over another had little or no effect on the co-evolutionary analysis.

Despite these limitations, the RCDP method proves to be extremely useful for inferring domain–domain interactions. Unlike sophisticated statistical methods, which require a training set, the RCDP method can directly be used on a given protein–protein interaction to predict the domain pair that is most likely to mediate the interaction. Since RCDP, DPEA, and RDFF methods share a small fraction of their predictions, indicating that they can detect known domain–domain interactions missed by the other, together they can be used to detect unrecognized domain–domain interactions on a genome scale with wider coverage.

The RCDP method is simple and easy to implement (an implementation of the RCDP algorithm is available), and can be used as a tool to guide experimentalists in discovering previously unrecognized domain–domain interactions. In the future, we would like to investigate whether there is a possibility of transitivity in co-evolution. That is, if A interacts with B, and B interacts with C, will A and C exhibit a high degree of co-evolution (assuming that A and C do not interact) because of their association with a common interacting partner B? If they do, it would be interesting to know the biological reasons/constraints that require them to co-evolve.

Materials and Methods

Construction of multiple sequence alignments, phylogenetic trees, and similarity matrices

For each protein–protein interaction, multiple sequence alignments for the two proteins were constructed using MUSCLE71 by searching for their respective orthologs in 93 eukaryotic genomes ( Supplementary material S1 ). Ortho-logs were obtained by performing a stringent BLAST search.72 For a given query protein, the best hit in a genome with e-value <1e-5, sequence identity of at least 35% and an alignment length of at least 75% of the length of both the query and the hit sequence was considered to be an ortholog. Sequence identity and alignment length constraints were enforced to eliminate partial hits from consideration. Multiple sequence alignment for domain D in protein P is constructed by extracting those regions in P's multiple sequence alignment that corresponds to D.

Supplementary material S1.

Organisms (taxids) used for ortholog search.

7719
9606
31033
51511
180454
7460
7237
9615
10116
6238
99883
7245
7159
9544
9598
9913
13616
10141
31234
9361
9986
7091
10090
7227
9031
42254
227321
330879
273507
285217
226126
235443
226125
226127
226230
226231
226301
226302
237631
240176
237561
262981
283643
5037
294746
306902
38033
246410
246409
332952
307796
285006
294747
294750
321614
229533
242507
5141
325569
334819
334564
341663
332648
336963
344612
331117
39946
39947
5807
5823
31271
296543
44689
73239
184922
5664
5691
237895
6239
284593
284592
6035
33169
284590
284812
284591
4932
214684
3702
294381
280699
5693

In order to be able to compare the evolutionary histories of two domains, we require that both domains have orthologs in at least a common set of ten species. Multiple sequence alignments of both domains for a common set of species were constructed, followed by the construction of phylogenetic trees and similarity matrices using the algorithms provided in the ClustalW suite.73

Assessment of the agreement between the evolutionary histories of two domains

The extent of agreement between the evolutionary histories of two domains is assessed by comparing their phylogenetic trees. For comparison of phylogenetic trees, we follow the standard practice of comparing the corresponding similarity matrices.14,16,3944 The extent of agreement between two similarity matrices, A and B, is evaluated using Pearson's correlation coefficient, given by:

rAB=i=1n-1j=i+1n(Aij-A¯)(Bij-B¯)j=i+1n-1j=i+1n(Aij-A¯)2i=1n-1j=i+1n(Bij-B¯)2,

where n is the number of species (rows/columns) represented in the matrices, Aij and Bij are the evolutionary distances between species i and j in the tree of domains A and B, respectively, and A¯ and B¯ are the mean values of all Aij and Bij respectively. The value of r ranges from −1.0 to +1.0, with higher r indicating greater agreement between the two matrices, and thus higher level of co-evolution between the corresponding families.

Inferring domain–domain interactions

For every interacting protein pair, P and Q, all possible domain–domain interactions between them are considered. Let protein P contain domains {P1, P2, …, Pm} and protein Q contain domains {Q1, Q2, …, Qn}. The correlation of evolutionary histories of all possible domain pairs between P and Q is computed, and the domain pair PiQj with the highest level of co-evolution (whose evolutionary histories correlate the most) is inferred to be the one (or one of many domain–domain contacts) that is most likely to mediate the interaction between P and Q. In cases of more than one domain pair having the highest correlation score, all domain pairs with the highest score are inferred to be interacting. Interestingly, and more often, more than one domain pair mediate a given protein–protein interaction.

Protein–protein interaction test set

Protein–protein interaction data for Saccharomyces cere-visiae (yeast) from the DIP database74 (February 2005 release) were used. This set contained a total of 17,471 interactions underlying 4931 yeast proteins. For domain definition, we used the Pfam database of Hidden Markov Model (HMM) profiles.51 Only Pfam-A profiles were used to assign domain definitions to the 4931 interacting proteins, using e-value cutoff of 1e-3.

Only interacting proteins with at least 50% of their sequence lengths assigned onto Pfam domain(s), and interactions involving them, were considered. This reduced the number of interactions to 3266 among 1397 proteins. Because of the limitation that interacting protein pairs have orthologs in at least a common set of ten species, our final test set contained 1180 interactions, underlying 654 proteins (Supplementary material S2). We also considered a restricted set of interactions, with each interacting protein having at least 75% of its sequence length assigned onto Pfam domain(s). This restricted set contained a total of 374 interactions among 298 proteins (Supplementary material S4).

Supplementary material S2.

Test set 1, containing 1180 yeast protein interactions with SLA ≥ 50%.

Format: <Protein1> <Protein2> <#DomainsInProtein1> <#DomainsInProtein2>

Protein1 Protein2 #DomainsInProtein1 #DomainsInProtein2
YAL012w YMR101c 1 1
YAL036c YJL138c 2 2
YAL038w YNL307c 2 1
YAL038w YOR226c 2 1
YAL054c YNL189w 1 9
YAL062w YNL189w 2 9
YBL002w YKR001c 1 3
YBL002w YKR048c 1 1
YBL002w YNL262w 1 3
YBL002w YOL006c 1 2
YBL002w YOR116c 1 5
YBL002w YOR207c 1 7
YBL002w YPR010c 1 7
YBL003c YDL188c 1 1
YBL022c YLR180w 5 3
YBL026w YDR378c 1 1
YBL026w YER146w 1 1
YBL026w YIL048w 1 2
YBL026w YLR264w 1 1
YBL026w YLR275w 1 1
YBL026w YLR438c-a 1 1
YBL026w YNL147w 1 1
YBL026w YNL287w 1 1
YBL026w YPL249c-a 1 1
YBL030c YEL020w-a 3 1
YBL030c YGL137w 3 5
YBL039c YJR103w 2 2
YBL040c YGR060w 1 1
YBL040c YOL020w 1 1
YBL078c YOR100c 1 3
YBL091c YNL290w 1 2
YBL099w YBR039w 3 1
YBL099w YDR298c 3 1
YBL099w YJR121w 3 3
YBL099w YPL078c 3 1
YBR009c YBR010w 1 1
YBR009c YDR224c 1 1
YBR009c YDR225w 1 1
YBR009c YKL067w 1 1
YBR009c YLR180w 1 3
YBR009c YLR340w 1 2
YBR009c YPR010c 1 7
YBR009c YPR110c 1 2
YBR010w YDR224c 1 1
YBR010w YDR225w 1 1
YBR010w YPL209c 1 1
YBR011c YGL120c 1 4
YBR011c YHR030c 1 1
YBR011c YMR267w 1 1
YBR018c YER081w 2 2
YBR018c YGL137w 2 5
YBR018c YHR030c 2 1
YBR018c YPR054w 2 1
YBR021w YHR042w 1 3
YBR024w YBR024w 1 1
YBR039w YDL047w 1 1
YBR039w YDL145c 1 7
YBR039w YJR068w 1 2
YBR061c YJL097w 1 1
YBR068c YDR046c 1 1
YBR068c YDR385w 1 5
YBR069c YLR343w 1 2
YBR069c YNL064c 1 3
YBR085w YHR002w 3 3
YBR087w YNL088w 1 3
YBR088c YBR087w 2 1
YBR088c YJR068w 2 2
YBR088c YKL113c 2 2
YBR088c YNL290w 2 2
YBR088c YOL094c 2 2
YBR088c YOR116c 2 5
YBR089c-a YJL026w 1 1
YBR089c-a YPL235w 1 2
YBR109c YBR011c 3 1
YBR109c YDR032c 3 1
YBR109c YDR155c 3 1
YBR109c YEL034w 3 2
YBR109c YFR014c 3 2
YBR109c YGR144w 3 2
YBR109c YHR028c 3 2
YBR109c YHR179w 3 1
YBR109c YIL021w 3 2
YBR109c YJR073c 3 1
YBR109c YJR104c 3 1
YBR109c YKL067w 3 1
YBR109c YKL129c 3 3
YBR109c YLL050c 3 1
YBR109c YMR105c 3 4
YBR109c YMR109w 3 4
YBR109c YMR250w 3 1
YBR109c YNL202w 3 1
YBR109c YOL016c 3 2
YBR117c YLR447c 3 1
YBR118w YKL081w 3 3
YBR121c YNL244c 2 1
YBR126c YOR089c 1 3
YBR127c YKL080w 3 1
YBR127c YLR447c 3 1
YBR132c YHR042w 1 3
YBR154c YDL140c 2 7
YBR154c YDR404c 2 2
YBR154c YER125w 2 5
YBR154c YKL144c 2 2
YBR154c YOR116c 2 5
YBR154c YPR110c 2 2
YBR159w YMR279c 1 1
YBR160w YBR038w 1 3
YBR160w YDR097c 1 5
YBR160w YDR212w 1 1
YBR160w YHL035c 1 4
YBR160w YKL129c 1 3
YBR160w YLR086w 1 2
YBR160w YNL102w 1 2
YBR160w YPL209c 1 1
YBR170c YER081w 2 2
YBR170c YGR048w 2 1
YBR170c YLR044c 2 3
YBR176w YBR176w 1 1
YBR176w YNL189w 1 9
YBR192w YER078c 3 2
YBR205w YFL038c 1 3
YBR218c YPR110c 7 2
YBR221c YER081w 2 2
YBR247c YHR148w 1 2
YBR247c YLR180w 1 3
YBR247c YNL075w 1 1
YBR247c YNL244c 1 1
YBR247c YOL010w 1 2
YBR249c YER081w 1 2
YBR249c YPR110c 1 2
YBR252w YNL189w 1 9
YBR291c YHR096c 3 2
YBR296c YLL028w 1 1
YBR298c YBR159w 2 1
YBR298c YLR372w 2 1
YBR298c YMR279c 2 1
YCL025c YBR159w 1 1
YCL025c YCR034w 1 1
YCL025c YER026c 1 1
YCL025c YFL041w 1 3
YCL025c YGR060w 1 1
YCL025c YHL003c 1 2
YCL025c YJR095w 1 3
YCL025c YKL008c 1 2
YCL025c YLR343w 1 2
YCL025c YLR372w 1 1
YCL025c YPL227c 1 1
YCL025c YPL234c 1 2
YCL025c YPL265w 1 1
YCL030c YLR044c 3 3
YCL030c YLR180w 3 3
YCL030c YML124c 3 2
YCL040w YCL040w 2 2
YCL040w YNL189w 2 9
YCR002c YFL018c 2 4
YCR002c YHR107c 2 2
YCR002c YJR076c 2 2
YCR002c YLR314c 2 1
YCR005c YCR005c 1 1
YCR005c YKL085w 1 2
YCR009c YGL137w 1 5
YCR010c YEL063c 1 1
YCR012w YGL137w 1 5
YCR028c YLR372w 1 1
YCR034w YBR069c 1 1
YCR034w YGL055w 1 2
YCR034w YHR094c 1 2
YCR034w YJL219w 1 2
YCR034w YLL028w 1 1
YCR034w YLL061w 1 1
YCR034w YMR058w 1 4
YCR034w YOL020w 1 1
YCR034w YOL030w 1 1
YCR034w YPL274w 1 1
YCR034w YPR156c 1 2
YDL004w YBL099w 1 3
YDL004w YJR121w 1 3
YDL047w YJR072c 1 1
YDL047w YNL101w 1 1
YDL055c YNL189w 2 9
YDL064w YDL064w 1 1
YDL081c YPR086w 1 3
YDL100c YDR304c 2 1
YDL100c YHR057c 2 1
YDL100c YJL153c 2 2
YDL100c YNL055c 2 1
YDL100c YOL126c 2 2
YDL108w YDL140c 1 7
YDL108w YOR151c 1 7
YDL126c YBR170c 5 2
YDL126c YDR037w 5 2
YDL126c YGR048w 5 1
YDL126c YGR078c 5 1
YDL126c YLL039c 5 5
YDL134c YDL188c 1 1
YDL134c YIL021w 1 2
YDL134c YPR110c 1 2
YDL135c YPR165w 1 2
YDL137w YPR110c 3 2
YDL140c YER125w 7 5
YDL143w YKR026c 1 1
YDL145c YCR012w 7 1
YDL145c YDR238c 7 2
YDL145c YGL137w 7 5
YDL145c YNL287w 7 1
YDL145c YPL010w 7 1
YDL164c YBR088c 3 2
YDL164c YEL030w 3 1
YDL164c YLR276c 3 2
YDL171c YBL087c 5 1
YDL171c YDL047w 5 1
YDL171c YPR086w 5 3
YDL188c YBL041w 1 1
YDL188c YDR190c 1 1
YDL188c YER012w 1 1
YDL188c YER094c 1 1
YDL188c YFR050c 1 1
YDL188c YGL011c 1 1
YDL188c YGR135w 1 1
YDL188c YJR009c 1 2
YDL188c YML092c 1 1
YDL188c YMR314w 1 1
YDL188c YOL005c 1 1
YDL188c YOL038w 1 1
YDL188c YOR157c 1 1
YDL188c YPR010c 1 7
YDL188c YPR103w 1 1
YDL192w YDL137w 3 3
YDL192w YNL287w 3 1
YDL192w YPR110c 3 2
YDL192w YPR176c 3 5
YDL219w YDL047w 1 1
YDL229w YNL064c 1 3
YDL236w YNL189w 1 9
YDL245c YHR096c 2 2
YDL245c YJR160c 2 2
YDL246c YDL246c 2 2
YDR012w YER081w 1 2
YDR021w YJR007w 2 2
YDR023w YBL036c 2 1
YDR032c YCR004c 1 1
YDR032c YDR032c 1 1
YDR044w YNL189w 1 9
YDR045c YOR116c 2 5
YDR046c YBR159w 1 1
YDR046c YGR060w 1 1
YDR046c YLR372w 1 1
YDR062w YDR502c 1 3
YDR062w YIL094c 1 1
YDR062w YJR077c 1 3
YDR062w YLR180w 1 3
YDR075w YDR212w 1 1
YDR091c YPR041w 4 2
YDR097c YKR001c 5 3
YDR097c YPL235w 5 2
YDR099w YBR001c 1 2
YDR099w YDR062w 1 1
YDR099w YDR099w 1 1
YDR099w YGR123c 1 3
YDR127w YJL008c 6 1
YDR127w YOR136w 6 1
YDR127w YPL235w 6 2
YDR129c YDR353w 4 2
YDR139c YDR328c 1 2
YDR139c YLR306w 1 1
YDR148c YDR148c 2 2
YDR148c YDR510w 2 1
YDR148c YFL018c 2 4
YDR148c YLR180w 2 3
YDR148c YNL189w 2 9
YDR155c YBR009c 1 1
YDR155c YDR510w 1 1
YDR155c YER081w 1 2
YDR155c YGL194c 1 1
YDR155c YKL103c 1 1
YDR155c YNL244c 1 1
YDR155c YPL235w 1 2
YDR172w YBR143c 3 3
YDR172w YDR172w 3 3
YDR188w YDL047w 1 1
YDR188w YGL137w 1 5
YDR190c YPL235w 1 2
YDR212w YJL164c 1 2
YDR224c YGL058w 1 1
YDR224c YKL103c 1 1
YDR224c YPR041w 1 2
YDR225w YDR224c 1 1
YDR225w YGR103w 1 2
YDR225w YHL001w 1 2
YDR225w YKR048c 1 1
YDR225w YOR116c 1 5
YDR225w YOR207c 1 7
YDR226w YBL036c 2 1
YDR226w YDR177w 2 1
YDR226w YOR176w 2 1
YDR226w YPL031c 2 2
YDR238c YGL137w 2 5
YDR256c YMR314w 1 1
YDR256c YNL189w 1 9
YDR280w YNL189w 2 9
YDR297w YBR159w 1 1
YDR297w YLL028w 1 1
YDR297w YLR372w 1 1
YDR328c YBR127c 2 3
YDR328c YEL051w 2 1
YDR342c YBL036c 2 1
YDR342c YLR340w 2 2
YDR342c YNL323w 2 1
YDR343c YBL036c 2 1
YDR343c YER081w 2 2
YDR343c YER125w 2 5
YDR343c YGR040w 2 1
YDR353w YOL128c 2 1
YDR378c YLR275w 1 1
YDR378c YNL147w 1 1
YDR382w YBR006w 1 1
YDR385w YDR328c 5 2
YDR404c YDL140c 2 7
YDR404c YGR063c 2 1
YDR404c YOR224c 2 1
YDR430c YBR221c 3 2
YDR430c YER178w 3 1
YDR430c YFL018c 3 4
YDR430c YNL071w 3 3
YDR487c YNL189w 1 9
YDR497c YLL028w 2 1
YDR508c YBR159w 1 1
YDR508c YMR279c 1 1
YDR510w YDL064w 1 1
YDR510w YDR510w 1 1
YDR510w YNL088w 1 3
YDR510w YNL189w 1 9
YDR516c YCL040w 2 2
YDR529c YBR082c 1 1
YEL011w YPR086w 2 3
YEL021w YEL021w 1 1
YEL027w YBR298c 2 2
YEL027w YLL028w 2 1
YEL027w YLR034c 2 1
YEL034w YLR340w 2 2
YEL046c YEL046c 1 1
YEL046c YNL189w 1 9
YEL054c YDL081c 2 1
YEL054c YDR382w 2 1
YEL054c YOL039w 2 1
YEL063c YBL040c 1 1
YEL063c YBR159w 1 1
YEL063c YCR034w 1 1
YEL063c YFL041w 1 3
YEL063c YJL196c 1 1
YEL063c YLR343w 1 2
YEL063c YLR372w 1 1
YEL063c YOR161c 1 1
YEL063c YPL234c 1 2
YEL069c YPR110c 2 2
YEL071w YPR165w 2 2
YER009w YNL189w 1 9
YER012w YBL041w 1 1
YER012w YER094c 1 1
YER012w YFR050c 1 1
YER012w YGL011c 1 1
YER012w YGR135w 1 1
YER012w YJL001w 1 1
YER012w YML092c 1 1
YER012w YMR314w 1 1
YER012w YOL038w 1 1
YER012w YPR103w 1 1
YER017c YBR247c 3 1
YER017c YFL018c 3 4
YER017c YMR089c 3 3
YER020w YGL245w 2 2
YER020w YNL037c 2 1
YER020w YPL036w 2 3
YER025w YBL026w 2 1
YER025w YER146w 2 1
YER025w YJR007w 2 2
YER025w YKR026c 2 1
YER025w YPR110c 2 2
YER026c YDR297w 1 1
YER026c YGR060w 1 1
YER026c YMR058w 1 4
YER036c YNL142w 2 1
YER043c YKL161c 2 1
YER057c YNL189w 1 9
YER073w YPR086w 1 3
YER081w YBR143c 2 3
YER081w YCR072c 2 8
YER081w YDL168w 2 2
YER081w YDR105c 2 1
YER081w YER078c 2 2
YER081w YER081w 2 2
YER081w YFL037w 2 2
YER081w YGR020c 2 1
YER081w YPL234c 2 2
YER081w YPR016c 2 1
YER086w YER086w 3 3
YER086w YKL081w 3 3
YER094c YGL011c 1 1
YER126c YCR072c 1 8
YER126c YKR081c 1 1
YER126c YPR016c 1 1
YER133w YGR103w 1 2
YER133w YJR007w 1 2
YER133w YKL085w 1 2
YER133w YKR002w 1 3
YER133w YLR134w 1 3
YER146w YCR024c 1 2
YER146w YDR378c 1 1
YER146w YER131w 1 1
YER146w YER146w 1 1
YER146w YIL048w 1 2
YER146w YLR058c 1 1
YER146w YLR275w 1 1
YER146w YNL147w 1 1
YER146w YPL090c 1 1
YER146w YPL152w 1 1
YER146w YPR010c 1 7
YER148w YKL058w 2 2
YER148w YKR001c 2 3
YER148w YPR086w 2 3
YER156c YFL038c 1 3
YER170w YKL002w 2 1
YER177w YDR062w 1 1
YER177w YDR099w 1 1
YER177w YGL115w 1 2
YER177w YNL189w 1 9
YER178w YBR221c 1 2
YER178w YGL137w 1 5
YFL005w YFL038c 3 3
YFL016c YFL016c 3 3
YFL016c YJR045c 3 1
YFL017c YBL072c 1 1
YFL017c YNL189w 1 9
YFL017c YOL059w 1 2
YFL018c YBR221c 4 2
YFL022c YKR026c 1 1
YFL028c YFL028c 1 1
YFL041w YLL028w 3 1
YFL041w YML123c 3 2
YFL041w YPR156c 3 2
YFL045c YLR343w 2 2
YFL045c YNL189w 2 9
YFL059w YFL059w 1 1
YFL059w YNL189w 1 9
YFL060c YFL059w 2 1
YFL060c YMR096w 2 1
YFR009w YLR058c 2 1
YFR047c YFR047c 2 2
YFR047c YNL189w 2 9
YFR050c YGL011c 1 1
YFR050c YML092c 1 1
YFR053c YER081w 2 2
YGL006w YDR339c 4 1
YGL008c YHR030c 3 1
YGL019w YBR009c 1 1
YGL019w YGL019w 1 1
YGL019w YGL115w 1 2
YGL019w YIL118w 1 2
YGL019w YNL088w 1 3
YGL019w YOR039w 1 1
YGL040c YGL040c 1 1
YGL040c YNL189w 1 9
YGL054c YLR372w 1 1
YGL055w YBR159w 2 1
YGL062w YPR110c 9 2
YGL087c YDR092w 1 1
YGL087c YER125w 1 5
YGL120c YPR182w 4 1
YGL130w YBR221c 3 2
YGL130w YDL140c 3 7
YGL130w YGL120c 3 4
YGL135w YER081w 1 2
YGL137w YBR187w 5 2
YGL137w YDR212w 5 1
YGL137w YKL081w 5 3
YGL137w YKL166c 5 2
YGL156w YPR110c 2 2
YGL206c YBR169c 7 1
YGL206c YIL094c 7 1
YGL206c YKR026c 7 1
YGL206c YPL106c 7 1
YGL221c YGL221c 1 1
YGL221c YNL189w 1 9
YGL234w YBL026w 5 1
YGL234w YJR068w 5 2
YGL234w YKL166c 5 2
YGL234w YOL094c 5 2
YGL238w YLR293c 3 2
YGL238w YNL189w 3 9
YGL253w YGL253w 2 2
YGR020c YEL051w 1 1
YGR024c YGR024c 1 1
YGR040w YBL022c 1 5
YGR040w YDR190c 1 1
YGR040w YGL008c 1 3
YGR040w YGL062w 1 9
YGR040w YGL245w 1 2
YGR040w YJR072c 1 1
YGR040w YKR048c 1 1
YGR040w YLL039c 1 5
YGR040w YML123c 1 2
YGR040w YOL033w 1 1
YGR040w YPR010c 1 7
YGR048w YHR039c-a 1 1
YGR060w YBR159w 1 1
YGR060w YDR343c 1 2
YGR060w YGL001c 1 4
YGR060w YKL008c 1 2
YGR060w YLL028w 1 1
YGR060w YLR343w 1 2
YGR060w YLR372w 1 1
YGR060w YPR028w 1 1
YGR078c YLR200w 1 1
YGR078c YLR212c 1 2
YGR087c YHR030c 3 1
YGR088w YNL189w 1 9
YGR103w YFR031c-a 2 2
YGR103w YHR066w 2 1
YGR103w YKR081c 2 1
YGR103w YNL189w 2 9
YGR103w YPR016c 2 1
YGR103w YPR041w 2 2
YGR133w YGR133w 1 1
YGR135w YGL011c 1 1
YGR135w YNL244c 1 1
YGR144w YGR144w 2 2
YGR155w YBR088c 2 2
YGR155w YGR040w 2 1
YGR155w YJR045c 2 1
YGR155w YNL189w 2 9
YHR005c-a YBL030c 1 3
YHR005c-a YEL020w-a 1 1
YHR007c YPL274w 1 1
YHR008c YBR061c 2 1
YHR018c YGL137w 1 5
YHR018c YNL189w 1 9
YHR018c YNL244c 1 1
YHR019c YNL244c 2 1
YHR030c YJL138c 1 2
YHR030c YLR262c 1 3
YHR030c YPR054w 1 1
YHR039c-a YBR127c 1 3
YHR039c-a YGR020c 1 1
YHR042w YAL067c 3 1
YHR068w YNL189w 1 9
YHR074w YHR074w 2 2
YHR075c YDL134c 1 1
YHR075c YDL188c 1 1
YHR088w YPR016c 1 1
YHR094c YLR372w 2 1
YHR096c YDL047w 2 1
YHR096c YDL095w 2 2
YHR107c YER091c 2 2
YHR107c YFL045c 2 2
YHR107c YGL062w 2 9
YHR107c YGL245w 2 2
YHR107c YHR107c 2 2
YHR107c YKL056c 2 1
YHR107c YLR314c 2 1
YHR107c YML056c 2 2
YHR111w YHR111w 3 3
YHR113w YHR113w 1 1
YHR169w YDR238c 2 2
YHR169w YHR179w 2 1
YHR169w YIL125w 2 2
YHR169w YJL026w 2 1
YHR169w YJL138c 2 2
YHR169w YMR105c 2 4
YHR174w YIL091c 2 1
YHR179w YHR030c 1 1
YHR179w YOL128c 1 1
YHR183w YHR030c 2 1
YHR183w YKL085w 2 2
YHR183w YPR110c 2 2
YHR193c YHR030c 2 1
YHR208w YJR148w 1 1
YHR216w YNL189w 2 9
YIL021w YBR154c 2 2
YIL021w YDR404c 2 2
YIL021w YER125w 2 5
YIL021w YOR224c 2 1
YIL033c YER133w 3 1
YIL033c YIL035c 3 1
YIL033c YJL164c 3 2
YIL033c YJR017c 3 2
YIL033c YKL166c 3 2
YIL033c YMR022w 3 1
YIL033c YNL093w 3 3
YIL033c YNL189w 3 9
YIL033c YPL203w 3 2
YIL033c YPR086w 3 3
YIL034c YBR264c 1 3
YIL034c YBR291c 1 3
YIL034c YCL035c 1 1
YIL035c YBL002w 1 1
YIL035c YBR009c 1 1
YIL035c YBR010w 1 1
YIL035c YDR225w 1 1
YIL035c YGL019w 1 1
YIL035c YGL115w 1 2
YIL035c YGR103w 1 2
YIL035c YHL035c 1 4
YIL035c YIL118w 1 2
YIL035c YJL087c 1 2
YIL035c YLR197w 1 3
YIL035c YML069w 1 2
YIL035c YNL262w 1 3
YIL035c YNL330c 1 1
YIL035c YOR039w 1 1
YIL035c YOR061w 1 1
YIL035c YPR016c 1 1
YIL074c YER081w 2 2
YIL074c YIL074c 2 2
YIL094c YBL039c 1 2
YIL094c YHR030c 1 1
YIL094c YKR048c 1 1
YIL109c YLR026c 5 2
YIL118w YEL020c 2 3
YIL125w YDR148c 2 2
YIL125w YFL018c 2 4
YIL125w YIL125w 2 2
YIL142w YDL047w 1 1
YIL142w YDL080c 1 3
YIL142w YDR075w 1 1
YIL142w YDR212w 1 1
YIL142w YGL137w 1 5
YIL142w YGR040w 1 1
YIL145c YLR447c 1 1
YIR034c YLR354c 2 1
YJL001w YGL011c 1 1
YJL001w YOR157c 1 1
YJL001w YPR054w 1 1
YJL014w YDR075w 1 1
YJL026w YDL047w 1 1
YJL026w YGL137w 1 5
YJL026w YJL026w 1 1
YJL026w YPR054w 1 1
YJL034w YJL034w 1 1
YJL034w YMR214w 1 3
YJL034w YMR297w 1 2
YJL053w YDR372c 1 1
YJL060w YBR160w 1 1
YJL060w YLR314c 1 1
YJL087c YLR447c 2 1
YJL138c YBL039c 2 2
YJL138c YBR126c 2 1
YJL153c YJL190c 2 1
YJL164c YJL164c 2 2
YJL164c YKL166c 2 2
YJL164c YNL093w 2 3
YJL164c YPL203w 2 2
YJL167w YJL167w 1 1
YJL167w YNL244c 1 1
YJL196c YBR159w 1 1
YJL196c YCR034w 1 1
YJL196c YDR297w 1 1
YJL196c YIL048w 1 2
YJL196c YLR372w 1 1
YJL196c YMR058w 1 4
YJL196c YNL101w 1 1
YJL214w YBR159w 2 1
YJL214w YLR372w 2 1
YJL219w YBR159w 2 1
YJL219w YLR447c 2 1
YJR007w YCR053w 2 1
YJR007w YJL138c 2 2
YJR017c YDL140c 2 7
YJR017c YDR343c 2 2
YJR017c YIL021w 2 2
YJR017c YPR086w 2 3
YJR024c YJR024c 1 1
YJR045c YJL143w 1 1
YJR045c YJR045c 1 1
YJR063w YBR154c 2 2
YJR063w YDR196c 2 1
YJR063w YOR224c 2 1
YJR063w YPR010c 2 7
YJR063w YPR110c 2 2
YJR068w YBR087w 2 1
YJR068w YEL013w 2 8
YJR068w YNL189w 2 9
YJR068w YNL290w 2 2
YJR068w YOL094c 2 2
YJR072c YLR243w 1 1
YJR076c YDL064w 2 1
YJR076c YHR107c 2 2
YJR076c YLR314c 2 1
YJR076c YNL088w 2 3
YJR077c YBR069c 3 1
YJR103w YJR103w 2 2
YJR105w YDL047w 1 1
YJR109c YBL039c 5 2
YJR109c YHR169w 5 2
YJR109c YJR068w 5 2
YJR121w YBR039w 3 1
YJR121w YDR298c 3 1
YJR121w YJR121w 3 3
YJR121w YPL078c 3 1
YJR159w YDL246c 2 2
YJR159w YLR447c 2 1
YJR159w YNL189w 2 9
YJR160c YLR372w 2 1
YKL002w YER031c 1 3
YKL002w YER044c 1 1
YKL002w YGR020c 1 1
YKL008c YBR159w 2 1
YKL008c YHL003c 2 2
YKL008c YLR372w 2 1
YKL013c YKL129c 1 3
YKL013c YMR109w 1 4
YKL013c YNR035c 1 1
YKL029c YDL047w 2 1
YKL029c YGL137w 2 5
YKL029c YLR447c 2 1
YKL029c YPR054w 2 1
YKL060c YOR116c 1 5
YKL067w YKL067w 1 1
YKL078w YGL137w 4 5
YKL080w YEL051w 1 1
YKL081w YBR025c 3 2
YKL081w YGL245w 3 2
YKL085w YDR129c 2 4
YKL085w YOL128c 2 1
YKL085w YPR110c 2 2
YKL103c YKL103c 1 1
YKL103c YNL189w 1 9
YKL104c YBL087c 3 1
YKL104c YDR062w 3 1
YKL104c YGR040w 3 1
YKL104c YKL081w 3 3
YKL104c YKL161c 3 1
YKL104c YLR058c 3 1
YKL104c YPR110c 3 2
YKL106w YLR447c 1 1
YKL113c YLR447c 2 1
YKL129c YMR109w 3 4
YKL135c YGL206c 1 7
YKL135c YHR068w 1 1
YKL135c YLR170c 1 1
YKL135c YNL189w 1 9
YKL135c YPL259c 1 2
YKL135c YPR010c 1 7
YKL144c YOR116c 2 5
YKL144c YPR110c 2 2
YKL152c YDL090c 1 5
YKL152c YKL129c 1 3
YKL152c YMR109w 1 4
YKL165c YLR372w 2 1
YKL165c YPR028w 2 1
YKL166c YKL166c 2 2
YKL166c YML001w 2 3
YKL166c YNL093w 2 3
YKL180w YGR118w 1 1
YKR002w YGR048w 3 1
YKR002w YNL189w 3 9
YKR002w YNL222w 3 1
YKR014c YNL093w 3 3
YKR026c YBL030c 1 3
YKR026c YEL051w 1 1
YKR026c YER146w 1 1
YKR026c YHL032c 1 2
YKR026c YJR007w 1 2
YKR026c YJR072c 1 1
YKR026c YKR026c 1 1
YKR026c YLR289w 1 5
YKR026c YLR432w 1 2
YKR026c YMR145c 1 2
YKR026c YMR267w 1 1
YKR030w YER031c 1 3
YKR039w YBR159w 1 1
YKR048c YDR002w 1 1
YKR048c YJR045c 1 1
YKR048c YMR139w 1 2
YKR081c YPR016c 1 1
YLL001w YLL001w 3 3
YLL028w YBR159w 1 1
YLL057c YLL057c 1 1
YLL061w YBR159w 1 1
YLL061w YLR372w 1 1
YLR005w YLR005w 2 2
YLR026c YDR189w 2 1
YLR026c YNL049c 2 5
YLR027c YLR027c 1 1
YLR027c YLR314c 1 1
YLR027c YNL244c 1 1
YLR038c YML125c 1 2
YLR044c YBR069c 3 1
YLR056w YBR159w 1 1
YLR056w YIL074c 1 2
YLR056w YLL028w 1 1
YLR058c YNL189w 1 9
YLR070c YLR070c 2 2
YLR109w YLR109w 1 1
YLR109w YLR340w 1 2
YLR109w YMR022w 1 1
YLR134w YLR447c 3 1
YLR134w YNL244c 3 1
YLR153c YNL244c 1 1
YLR153c YPR165w 1 2
YLR163c YHR024c 2 2
YLR163c YLR086w 2 2
YLR172c YOR159c 1 1
YLR175w YBR247c 3 1
YLR175w YDL208w 3 1
YLR175w YHR072w-a 3 1
YLR175w YLR134w 3 3
YLR175w YLR197w 3 3
YLR175w YMR205c 3 2
YLR175w YNL189w 3 9
YLR175w YNL307c 3 1
YLR180w YBL039c 3 2
YLR180w YER090w 3 2
YLR186w YBR247c 1 1
YLR186w YHR179w 1 1
YLR197w YNL088w 3 3
YLR209c YNL189w 1 9
YLR212c YLR200w 2 1
YLR215c YER025w 1 2
YLR215c YLR447c 1 1
YLR216c YDR353w 2 2
YLR216c YGL137w 2 5
YLR216c YHR030c 2 1
YLR216c YHR039c-a 2 1
YLR216c YHR074w 2 2
YLR216c YIR037w 2 1
YLR216c YJR017c 2 2
YLR216c YKL166c 2 2
YLR216c YNL330c 2 1
YLR216c YNR032w 2 1
YLR229c YDL135c 2 1
YLR245c YLR245c 1 1
YLR245c YNL189w 1 9
YLR264w YLR264w 1 1
YLR270w YLR081w 1 2
YLR275w YFL017w-a 1 1
YLR275w YOR159c 1 1
YLR275w YPR182w 1 1
YLR276c YKR081c 2 1
YLR293c YDR002w 2 1
YLR293c YER009w 2 1
YLR293c YNL189w 2 9
YLR293c YOR185c 2 2
YLR300w YOL126c 1 2
YLR303w YNL189w 3 9
YLR304c YGR040w 2 1
YLR304c YLR262c 2 3
YLR304c YOL006c 2 2
YLR304c YOL094c 2 2
YLR314c YCR053w 1 1
YLR314c YDR158w 1 2
YLR340w YDL081c 2 1
YLR340w YDR382w 2 1
YLR340w YPR016c 2 1
YLR354c YJL068c 1 1
YLR355c YHR030c 2 1
YLR370c YKL013c 1 1
YLR370c YNR035c 1 1
YLR372w YBR069c 1 1
YLR372w YLL028w 1 1
YLR372w YLR241w 1 1
YLR372w YNL101w 1 1
YLR372w YPR156c 1 2
YLR377c YLR377c 1 1
YLR377c YML121w 1 2
YLR377c YNL189w 1 9
YLR378c YBR159w 1 1
YLR378c YDR086c 1 1
YLR378c YLR372w 1 1
YLR438c-a YER146w 1 1
YLR438c-a YLR438c-a 1 1
YLR438c-a YMR142c 1 1
YLR438c-a YNL147w 1 1
YLR438c-a YOR096w 1 1
YLR438w YHR169w 1 2
YLR438w YJR017c 1 2
YLR438w YLR186w 1 1
YLR438w YNL244c 1 1
YLR438w YPR165w 1 2
YLR447c YBR028c 1 3
YLR447c YGR020c 1 1
YLR447c YIR035c 1 1
YML008c YPR113w 4 1
YML022w YDR441c 1 1
YML022w YLR447c 1 1
YML042w YML042w 1 1
YML042w YNL189w 1 9
YML056c YBR088c 2 2
YML056c YER117w 2 1
YML060w YOL010w 2 2
YML085c YFL037w 2 2
YML092c YER094c 1 1
YML092c YGL011c 1 1
YML092c YGR135w 1 1
YML092c YOR157c 1 1
YML094w YGR078c 1 1
YML094w YLR200w 1 1
YML094w YLR212c 1 2
YML110c YGL115w 3 2
YML121w YML121w 2 2
YML123c YBR159w 2 1
YML123c YDL198c 2 2
YML123c YER125w 2 5
YML123c YLR372w 2 1
YML126c YDL188c 2 1
YML126c YIL094c 2 1
YML126c YLR180w 2 3
YMR022w YLL039c 1 5
YMR058w YBR159w 4 1
YMR058w YGL084c 4 1
YMR058w YKL008c 4 2
YMR058w YLR372w 4 1
YMR058w YOR161c 4 1
YMR058w YPL234c 4 2
YMR058w YPL274w 4 1
YMR095c YFL059w 2 1
YMR095c YMR096w 2 1
YMR095c YNL333w 2 1
YMR096w YFL059w 1 1
YMR096w YNL333w 1 1
YMR105c YJR068w 4 2
YMR109w YMR109w 4 4
YMR116c YGL120c 5 4
YMR116c YLR197w 5 3
YMR116c YOR116c 5 5
YMR116c YPL106c 5 1
YMR145c YDL047w 2 1
YMR205c YDL047w 2 1
YMR205c YER148w 2 2
YMR205c YJL138c 2 2
YMR224c YMR224c 2 2
YMR246w YDL047w 1 1
YMR246w YDR129c 1 4
YMR246w YNL088w 1 3
YMR246w YOL126c 1 2
YMR296c YDR062w 1 1
YMR297w YLR378c 2 1
YMR300c YAL012w 2 1
YMR303c YLR216c 2 2
YMR303c YLR229c 2 2
YMR303c YOL094c 2 2
YMR303c YPR110c 2 2
YMR314w YDL084w 1 2
YMR314w YGL011c 1 1
YMR314w YML092c 1 1
YNL007c YHR030c 2 1
YNL037c YGL137w 1 5
YNL037c YHR030c 1 1
YNL037c YOR136w 1 1
YNL055c YCR009c 1 1
YNL055c YNL090w 1 2
YNL055c YNL093w 1 3
YNL071w YBR221c 3 2
YNL088w YBR025c 3 2
YNL088w YNL088w 3 3
YNL090w YOR089c 2 3
YNL096c YMR243c 1 1
YNL096c YPR086w 1 3
YNL102w YIR008c 2 1
YNL102w YNL262w 2 3
YNL135c YDR037w 1 2
YNL135c YDR129c 1 4
YNL135c YDR341c 1 3
YNL135c YIL078w 1 4
YNL135c YJR104c 1 1
YNL135c YLR005w 1 2
YNL135c YMR205c 1 2
YNL147w YLR275w 1 1
YNL153c YGR078c 1 1
YNL153c YLR212c 1 2
YNL169c YLR447c 1 1
YNL189w YDL246c 9 2
YNL189w YDR353w 9 2
YNL189w YDR453c 9 2
YNL189w YGR024c 9 1
YNL189w YGR144w 9 2
YNL189w YHR112c 9 1
YNL189w YJL052w 9 2
YNL189w YJR009c 9 2
YNL189w YKL067w 9 1
YNL189w YML028w 9 2
YNL189w YMR226c 9 1
YNL189w YPL088w 9 1
YNL220w YEL046c 1 1
YNL244c YCR053w 1 1
YNL244c YDL124w 1 1
YNL244c YDR353w 1 2
YNL244c YPR041w 1 2
YNL262w YIR008c 3 1
YNL262w YKL045w 3 1
YNL262w YNL262w 3 3
YNL287w YGL137w 1 5
YNL290w YBR087w 2 1
YNL290w YLR058c 2 1
YNL290w YMR226c 2 1
YNL290w YOL094c 2 2
YNL323w YDR212w 1 1
YNL323w YLR447c 1 1
YNL330c YKR001c 1 3
YNL330c YOL006c 1 2
YNL333w YFL059w 1 1
YNL333w YNL189w 1 9
YNL333w YNL333w 1 1
YNR001c YKL085w 1 2
YNR001c YLR447c 1 1
YNR032w YBR187w 1 2
YNR032w YGR123c 1 3
YNR035c YBR109c 1 3
YNR053c YER126c 2 1
YNR053c YPR016c 2 1
YNR070w YBR159w 5 1
YOL005c YDL140c 1 7
YOL005c YDR404c 1 2
YOL005c YIL021w 1 2
YOL012c YKR048c 1 1
YOL038w YGL011c 1 1
YOL038w YML092c 1 1
YOL058w YBR160w 1 1
YOL058w YNL189w 1 9
YOL062c YFL045c 1 2
YOL062c YJR058c 1 1
YOL077c YKR081c 1 1
YOL086c YGL009c 2 2
YOL086c YML085c 2 2
YOL090w YBR025c 5 2
YOL090w YJL138c 5 2
YOL094c YBR087w 2 1
YOL094c YGL245w 2 2
YOL126c YJR068w 2 2
YOL139c YDL087c 1 1
YOL139c YER165w 1 5
YOL139c YGL115w 1 2
YOL139c YJL138c 1 2
YOL139c YJR007w 1 2
YOL139c YMR246w 1 1
YOL139c YNL093w 1 3
YOL139c YNL147w 1 1
YOL139c YNL262w 1 3
YOL156w YBR159w 2 1
YOL156w YLR372w 2 1
YOR020c YLR259c 1 1
YOR020c YML092c 1 1
YOR020c YNL189w 1 9
YOR020c YOR020c 1 1
YOR039w YGR103w 1 2
YOR039w YNL330c 1 1
YOR039w YOR039w 1 1
YOR039w YPL235w 1 2
YOR061w YBR094w 1 2
YOR061w YGL019w 1 1
YOR061w YGR103w 1 2
YOR061w YIL118w 1 2
YOR061w YNL088w 1 3
YOR061w YOR039w 1 1
YOR074c YPR086w 1 3
YOR089c YKR014c 3 3
YOR089c YNL093w 3 3
YOR125c YJL068c 2 1
YOR128c YBR021w 3 1
YOR128c YCR012w 3 1
YOR128c YKR026c 3 1
YOR128c YMR323w 3 2
YOR128c YOR128c 3 3
YOR128c YPR054w 3 1
YOR128c YPR088c 3 3
YOR136w YBL022c 1 5
YOR136w YNL189w 1 9
YOR136w YPR110c 1 2
YOR150w YDR172w 1 3
YOR150w YER081w 1 2
YOR151c YBL039c 7 2
YOR151c YBR154c 7 2
YOR151c YDL140c 7 7
YOR151c YDR404c 7 2
YOR151c YIL021w 7 2
YOR157c YER094c 1 1
YOR159c YPR182w 1 1
YOR176w YDL134c 1 1
YOR176w YGR123c 1 3
YOR185c YER009w 2 1
YOR185c YOL128c 2 1
YOR190w YLR447c 1 1
YOR202w YOR202w 1 1
YOR202w YPR016c 1 1
YOR207c YDR045c 7 2
YOR207c YKL144c 7 2
YOR207c YNL113w 7 1
YOR207c YOR116c 7 5
YOR207c YPR110c 7 2
YOR210w YDL140c 1 7
YOR210w YOR151c 1 7
YOR210w YPR110c 1 2
YOR224c YDL140c 1 7
YOR224c YKL144c 1 2
YOR224c YOR116c 1 5
YOR224c YPR110c 1 2
YOR232w YJR045c 1 1
YOR232w YOR232w 1 1
YPL002c YPR086w 1 3
YPL010w YGL137w 1 5
YPL028w YNL244c 2 1
YPL028w YPR165w 2 2
YPL031c YDL246c 2 2
YPL031c YFL030w 2 1
YPL031c YJR104c 2 1
YPL031c YJR159w 2 2
YPL046c YPL046c 1 1
YPL048w YBR118w 3 3
YPL050c YLR447c 1 1
YPL051w YER044c 3 1
YPL051w YKR030w 3 1
YPL051w YPR086w 3 3
YPL088w YPL088w 1 1
YPL091w YPL091w 3 3
YPL106c YML028w 1 2
YPL111w YBR011c 1 1
YPL111w YEL034w 1 2
YPL111w YKL085w 1 2
YPL111w YKL104c 1 3
YPL111w YNL189w 1 9
YPL111w YPL111w 1 1
YPL111w YPL160w 1 2
YPL135w YCL017c 1 3
YPL152w YLR447c 1 1
YPL160w YNL244c 2 1
YPL160w YPR110c 2 2
YPL189w YBR159w 1 1
YPL203w YKL166c 2 2
YPL211w YKR081c 1 1
YPL227c YEL063c 1 1
YPL227c YGR060w 1 1
YPL227c YJL026w 1 1
YPL227c YJL196c 1 1
YPL227c YPL274w 1 1
YPL234c YLL028w 2 1
YPL259c YBR221c 2 2
YPL259c YER165w 2 5
YPL259c YLR170c 2 1
YPL259c YOL010w 2 2
YPL259c YOL077c 2 1
YPL259c YOR187w 2 4
YPL259c YPR016c 2 1
YPL262w YPR165w 1 2
YPL274w YBR159w 1 1
YPR006c YLR447c 1 1
YPR010c YBR143c 7 3
YPR010c YKL067w 7 1
YPR010c YOR210w 7 1
YPR010c YPR016c 7 1
YPR010c YPR110c 7 2
YPR035w YBR126c 2 1
YPR069c YLR146c 1 1
YPR074c YBR117c 3 3
YPR082c YFL017w-a 1 1
YPR082c YNL147w 1 1
YPR082c YPR182w 1 1
YPR086w YDL086w 3 1
YPR086w YFL038c 3 3
YPR086w YKL058w 3 2
YPR086w YPR041w 3 2
YPR086w YPR066w 3 2
YPR103w YER094c 1 1
YPR103w YFR050c 1 1
YPR103w YGL011c 1 1
YPR103w YJL001w 1 1
YPR103w YNL244c 1 1
YPR110c YDR453c 2 2
YPR110c YGL026c 2 2
YPR110c YGL137w 2 5
YPR110c YGL245w 2 2
YPR110c YHR112c 2 1
YPR110c YKL218c 2 1
YPR110c YLR086w 2 2
YPR110c YOR116c 2 5
YPR145w YHR113w 2 1
YPR156c YBR159w 2 1
YPR165w YFR044c 2 2
YPR181c YIL109c 5 5
YPR181c YLR026c 5 2
YPR181c YNL049c 5 5
YPR182w YNL189w 1 9

Supplementary material S4.

Test set 2, containing 374 yeast protein interactions with SLA ≥ 75%.

Format: <Protein1> <Protein2> <#DomainsInProtein1> <#DomainsInProtein2>

Protein1 Protein2 #DomainsInProtein1 #DomainsInProtein2
YAL038w YNL307c 2 1
YAL038w YOR226c 2 1
YAL062w YNL189w 2 9
YBL039c YJR103w 2 2
YBL040c YOL020w 1 1
YBL078c YOR100c 1 3
YBR018c YPR054w 2 1
YBR039w YDL145c 1 7
YBR039w YJR068w 1 2
YBR068c YDR046c 1 1
YBR085w YHR002w 3 3
YBR088c YJR068w 2 2
YBR088c YNL290w 2 2
YBR088c YOL094c 2 2
YBR088c YOR116c 2 5
YBR117c YLR447c 3 1
YBR126c YOR089c 1 3
YBR127c YKL080w 3 1
YBR127c YLR447c 3 1
YBR154c YDL140c 2 7
YBR154c YDR404c 2 2
YBR154c YKL144c 2 2
YBR154c YOR116c 2 5
YBR154c YPR110c 2 2
YBR160w YDR212w 1 1
YBR160w YLR086w 1 2
YBR170c YLR044c 2 3
YBR176w YBR176w 1 1
YBR176w YNL189w 1 9
YBR205w YFL038c 1 3
YBR218c YPR110c 7 2
YBR249c YPR110c 1 2
YBR252w YNL189w 1 9
YBR291c YHR096c 3 2
YCL040w YCL040w 2 2
YCL040w YNL189w 2 9
YCR002c YFL018c 2 4
YCR005c YCR005c 1 1
YCR005c YKL085w 1 2
YCR034w YHR094c 1 2
YCR034w YJL219w 1 2
YCR034w YLL061w 1 1
YCR034w YOL020w 1 1
YCR034w YPL274w 1 1
YDL064w YDL064w 1 1
YDL100c YHR057c 2 1
YDL100c YJL153c 2 2
YDL100c YNL055c 2 1
YDL100c YOL126c 2 2
YDL108w YDL140c 1 7
YDL108w YOR151c 1 7
YDL135c YPR165w 1 2
YDL137w YPR110c 3 2
YDL143w YKR026c 1 1
YDL145c YCR012w 7 1
YDL145c YDR238c 7 2
YDL145c YPL010w 7 1
YDL192w YDL137w 3 3
YDL192w YPR110c 3 2
YDL236w YNL189w 1 9
YDL245c YHR096c 2 2
YDL245c YJR160c 2 2
YDR044w YNL189w 1 9
YDR045c YOR116c 2 5
YDR046c YLR372w 1 1
YDR099w YBR001c 1 2
YDR099w YDR099w 1 1
YDR127w YJL008c 6 1
YDR127w YOR136w 6 1
YDR127w YPL235w 6 2
YDR139c YDR328c 1 2
YDR139c YLR306w 1 1
YDR155c YKL103c 1 1
YDR155c YNL244c 1 1
YDR155c YPL235w 1 2
YDR226w YBL036c 2 1
YDR226w YOR176w 2 1
YDR226w YPL031c 2 2
YDR256c YMR314w 1 1
YDR256c YNL189w 1 9
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YOR224c YPR110c 1 2
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YPL031c YFL030w 2 1
YPL031c YJR104c 2 1
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YPL051w YKR030w 3 1
YPL088w YPL088w 1 1
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YPL106c YML028w 1 2
YPL111w YKL085w 1 2
YPL111w YNL189w 1 9
YPL111w YPL111w 1 1
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YPL152w YLR447c 1 1
YPL160w YNL244c 2 1
YPL160w YPR110c 2 2
YPL259c YBR221c 2 2
YPL259c YLR170c 2 1
YPL259c YOL010w 2 2
YPL259c YOR187w 2 4
YPL259c YPR016c 2 1
YPR006c YLR447c 1 1
YPR010c YBR143c 7 3
YPR010c YKL067w 7 1
YPR010c YOR210w 7 1
YPR010c YPR016c 7 1
YPR010c YPR110c 7 2
YPR035w YBR126c 2 1
YPR069c YLR146c 1 1
YPR074c YBR117c 3 3
YPR082c YFL017w-a 1 1
YPR082c YPR182w 1 1
YPR110c YDR453c 2 2
YPR110c YGL026c 2 2
YPR110c YHR112c 2 1
YPR110c YKL218c 2 1
YPR110c YLR086w 2 2
YPR110c YOR116c 2 5
YPR165w YFR044c 2 2
YPR182w YNL189w 1 9

Supplementary information

Supplementary data associated with this article, and an implementation of the RCDP algorithm is available at URL: http://www.ncbi.nlm.nih.gov/CBBresearch/Przytycka/RCDP/. The supplementary data comprises: S1, organisms used in ortholog search; S2, test set 1, containing 1180 yeast protein interactions with SLA ≥50%; S3, RCDP prediction results for the test set 1, containing 1222 domain–domain interactions; S4; test set 2, containing 374 yeast protein interactions with SLA ≥75%; S5, RCDP prediction results for the test set 2, containing 394 domain–domain interactions; S6, validation set, containing 109 yeast protein interactions with SLA ≥50%.

Acknowledgments

We thank S. Balaji for useful comments and suggestions. This work was supported by the intramural research program of the National Library of Medicine, National Institutes of Health.

Footnotes

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