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. 2016 Oct 21;16:229. doi: 10.1186/s12870-016-0912-3

Bioinformatic Identification and Analysis of Hydroxyproline-Rich Glycoproteins in Populus trichocarpa

Allan M Showalter 1,, Brian D Keppler 1, Xiao Liu 1, Jens Lichtenberg 2, Lonnie R Welch 2
PMCID: PMC5073881  PMID: 27769192

Abstract

Background

Hydroxyproline-rich glycoproteins (HRGPs) constitute a plant cell wall protein superfamily that functions in diverse aspects of growth and development. This superfamily contains three members: the highly glycosylated arabinogalactan-proteins (AGPs), the moderately glycosylated extensins (EXTs), and the lightly glycosylated proline-rich proteins (PRPs). Chimeric and hybrid HRGPs, however, also exist. A bioinformatics approach is employed here to identify and classify AGPs, EXTs, PRPs, chimeric HRGPs, and hybrid HRGPs from the proteins predicted by the completed genome sequence of poplar (Populus trichocarpa). This bioinformatics approach is based on searching for biased amino acid compositions and for particular protein motifs associated with known HRGPs with a newly revised and improved BIO OHIO 2.0 program. Proteins detected by the program are subsequently analyzed to identify the following: 1) repeating amino acid sequences, 2) signal peptide sequences, 3) glycosylphosphatidylinositol lipid anchor addition sequences, and 4) similar HRGPs using the Basic Local Alignment Search Tool (BLAST).

Results

The program was used to identify and classify 271 HRGPs from poplar including 162 AGPs, 60 EXTs, and 49 PRPs, which are each divided into various classes. This is in contrast to a previous analysis of the Arabidopsis proteome which identified 162 HRGPs consisting of 85 AGPs, 59 EXTs, and 18 PRPs. Poplar was observed to have fewer classical EXTs, to have more fasciclin-like AGPs, plastocyanin AGPs and AG peptides, and to contain a novel class of PRPs referred to as the proline-rich peptides.

Conclusions

The newly revised and improved BIO OHIO 2.0 bioinformatics program was used to identify and classify the inventory of HRGPs in poplar in order to facilitate and guide basic and applied research on plant cell walls. The newly identified poplar HRGPs can now be examined to determine their respective structural and functional roles, including their possible applications in the areas plant biofuel and natural products for medicinal or industrial uses. Additionally, other plants whose genomes are sequenced can now be examined in a similar way using this bioinformatics program which will provide insight to the evolution of the HRGP family in the plant kingdom.

Electronic supplementary material

The online version of this article (doi:10.1186/s12870-016-0912-3) contains supplementary material, which is available to authorized users.

Keywords: Arabinogalactan-protein, Bioinformatics, Extensin, Hydroxyproline-rich glycoprotein, Plant cell wall, Poplar, Populus trichocarpa, Proline-rich protein

Background

The hydroxyproline-rich glycoproteins (HRGPs) constitute a diverse superfamily of glycoproteins found throughout the plant kingdom [16]. Based on their patterns of proline hydroxylation and subsequent glycosylation, HRGPs are separated into three families: arabinogalactan-proteins (AGPs), extensins (EXTs), and proline-rich proteins (PRPs). These differences in proline hydroxylation and glycosylation are ultimately determined by the primary amino acid sequence, particularly with respect to the location and distribution of proline residues. Specifically, AGPs typically contain non-contiguous proline residues (e.g., APAPAP) which are hydroxylated and glycosylated with arabinogalactan (AG) polysaccharides [79]. In contrast, EXTs typically contain contiguous prolines (e.g., SPPPP) that are hydroxylated and subsequently glycosylated with arabinose oligosaccharides [2, 10]. The PRPs typically contain stretches of contiguous proline residues which are shorter than those found in EXTs; these proline residues may be hydroxylated and subsequently glycosylated with arabinose oligosaccharides. Thus, AGPs are extensively glycosylated, EXTs are moderately glycosylated, and PRPs are lightly glycosylated, if at all. In addition, most HRGPs have an N-terminal signal peptide that results in their insertion into the endomembrane system and delivery to the plasma membrane/cell wall. Certain families of HRGPs, particularly the AGPs, are also modified with a C-terminal glycosylphosphatidylinositol (GPI) membrane anchor, which tethers the protein to the outer leaflet of plasma membrane and allows the rest of the glycoprotein to extend toward the cell wall in the periplasm [1113]. These characteristic amino acid sequences and sequence features allow for the effective identification and classification of HRGPs from proteomic databases by bioinformatic approaches involving biased amino acid composition searches and/or HRGP amino acid motif searches [1417]. In addition, Newman and Cooper [18] utilized another bioinformatic approach involving searching for proline-rich tandem repeats to identify numerous HRGPs as well as other proteins in a variety of plant species.

The AGP family can be divided into the classical AGPs, which include a subset of lysine-rich classical AGPs, and the AG peptides. In addition, chimeric AGPs exist, most notably the fasciclin-like AGPs (FLAs) and the plastocyanin AGPs (PAGs), but also other proteins which have AGP-like regions along with non-HRGP sequences. Classical AGPs are identified using a search for proteins whose amino acid composition consists of at least 50 % proline (P), alanine (A), serine (S), and theronine (T), or more simply, 50 % PAST [14, 16]. Similarly, AG peptides are identified with a search of 35 % PAST, but are size limited to be between 50 and 90 amino acids in length. EXTs contain characteristic SPPP and SPPPP repeats. As such, EXTs are identified by searching for proteins that contain at least two SPPP repeats. Finally, PRPs are identified by searching for proteins that contain at least 45 % PVKCYT or contain two or more repeated motifs (PPVX[KT] or KKPCPP). Similar to AGPs, chimeric versions of EXTs and PRPs also exist. Each HRGP identified here in this poplar study can then be subjected to BLAST searches against both the Arabidopsis and poplar databases for several purposes: 1) to ensure that the protein identified is similar in sequence to some known HRGPs in Arabidopsis, 2) to identify if the protein is similar to other proteins in poplar which were identified as HRGPs by using the BIO OHIO 2.O program, and 3) to identify similar proteins that may be HRGPs, but which do not meet the search criteria.

Although the numbers and types of HRGPs in Arabidopsis are well established [14, 16], much less is known in other plant species. As more plant genome sequencing projects are completed, comprehensive identification and analysis of HRGPs in these species can be completed. This knowledge can be used to facilitate and guide basic and applied research on these cell wall proteins, potentially with respect to plant biofuel research that utilizes cell wall components for energy production. In fact, a paper was recently published linking poplar EXTs to recalcitrance [19]. Moreover, comparisons can be made with what is already known in Arabidopsis, which will potentially provide further insight into the roles that these particular classes of HRGPs play in the plant as well as their evolution. A comprehensive inventory of HRGPs in poplar, or trees in general, is lacking, although a search for proline-rich tandem repeat proteins in poplar recently identified several HRGP sequences [18]. Additionally, 15 fasciclin-like AGPs (FLAs) were identified in Populus tremula × P. alba, a hybrid related to Populus trichocarpa, and found to be highly expressed in tension wood [20].

Here, the completed genome sequence, or more precisely the encoded proteome, of Populus trichocarpa was utilized to successfully conduct a comprehensive bioinformatics based approach for the identification of HRGPs in this species (Fig. 1). This approach utilizes a newly revised and improved BIO OHIO 2.0 program. Since Arabidopsis and poplar are both dicots, they are expected to have a similar inventory of HRGPs, as opposed to the monocots, which may prove to be considerably different. Nevertheless, Arabidopsis and poplar are morphologically different from one another with Arabidopsis being a small annual herbaceous plant and with poplar being a large woody deciduous tree. Distinct differences were reflected in their inventories of HRGPs, which can now be used to guide further research on the functional roles, commercial applications, and evolution of these ubiquitous and highly modified plant glycoproteins.

Fig. 1.

Fig. 1

Workflow diagram for the identification, classification, and analysis of HRGPs (AGPs, EXTs, and PRPs) in poplar using a newly revised and improved BIO OHIO 2.0. Classical AGPs were characterized as containing greater than 50 % PAST. AG peptides were characterized to be 50 to 90 amino acids in length and containing greater than 35 % PAST. FLAs were characterized as having a fasciclin domain. Chimeric AGPs were characterized as containing greater than 50 % PAST coupled with one or more domain(s) not known in HRGPs. All AGPs feature the presence of AP, PA, TP, VP, GP, and SP repeats distributed throughout the protein. EXTs were defined as containing two or more SPPP repeats coupled with the distribution of such repeats throughout the protein; chimeric extensins, including LRXs, PERKs, FH EXTs, long chimeric EXTs (>2000 aa), and other chimeric EXTs, were similarly identified but were distinguished from the classical EXTs by the localized distribution of such repeats in the protein and the presence of non-HRGP sequences/domains, many of which were identified by the Pfam analysis; and short extensins were defined to be less than 200 amino acids in length coupled with the EXT definition. PRPs were identified to contain greater than 45 % PVKCYT or two or more KKPCPP or PVX(K/T) repeats coupled with the distribution of such repeats and/or PPV throughout the protein. Chimeric PRPs were similarly identified but were distinguished from PRPs by the localized distribution of such repeats in the protein. Other integrated functional modules include searching for the presence of a signal peptide to provide added support for the identification of an HRGP; the presence of a GPI anchor addition sequence for added support for the identification of AGPs, and BLAST searches to provide some support to the classification. Tissue/organ-specific expression data were also obtained for identified HRGPs to guide for future research

Methods

Identification of AGPs, EXTs, and PRPs using BIO OHIO 2.0

The Populus trichocarpa protein database (Ptrichocarpa_210_v3.0.protein.fa.gz) was downloaded from the Phytozome v11.0 website (www.phytozome.org) [21]. The protein database was searched for AGPs, EXTs, and PRPs using the newly revised and improved BIO OHIO 2.0 software [16, 22]. Compared to the previous version, this new version integrated more functional modules that include searching for the presence of a signal peptide at the SignalP server (www.cbs.dtu.dk/services/SignalP/) [23], searching for the presence of GPI anchor addition sequences using the big-PI plant predictor (mendel.imp.ac.at/gpi/plant_server.html) [24], as well as an automated BLAST search against Arabidopsis proteome. In cases where no signal peptide was identified using the default parameters for a sequence, the sensitive mode was then used which lowered the D-cutoff values to 0.34 [23]. These improvements make the program an ideal bioinformatic tool to study cell wall proteins/glycoproteins within any sequenced plant species. The program is freely available upon request. Briefly, classical AGPs were identified as proteins of any length that consisted of 50 % or greater of the amino acids P, A, S, and T (PAST). AG peptides were identified as proteins of 50–90 amino acids in length consisting of 35 % or greater PAST. FLAs were designated as proteins containing the following consensus motif:

MALITTVILSFLCMCAVTPVLISGSTKRNDPEIV+DNSDSENAGE+ASQM

EXTs were identified by searching with a regular expression for the occurrence of two or more SPPP repeats in the protein. Hits were examined for the location and distribution of SP3 and SP4 repeats as well as for the occurrence of other repeating sequences, including YXY. PRPs were identified by searching for a biased amino acid composition of greater than 45 % PVKCYT or for sequences containing two or more repeated motifs (PPVX[KT] or KKPCPP) [25].

BLAST Analysis against Arabidopsis and poplar proteomes

All proteins identified by the BIO OHIO 2.0 searches were subjected to protein-protein BLAST (blastp) analysis. BLAST analysis against Arabidopsis HRGPs was conducted as an integrated module within BIO OHIO 2.0. BLAST analysis against the poplar database (Ptrichocarpa_210_v3.0.protein.fa) was conducted using NCBI BLAST+ (2.2.30) downloaded from the NCBI website. BLAST searches were conducted with the “filter query” option both on and off.

Pfam database and poplar HRGP Gene Expression Database

All proteins identified in this study were subjected to a sequence search using Pfam database 30.0 (http://pfam.xfam.org/) to identify Pfam matches within the protein sequences [26], and the Poplar eFP Browser (http://bar.utoronto.ca/efppop/cgi-bin/efpWeb.cgi) for organ/tissue-specific expression data [27]. Specifically, protein sequences of poplar v3.0 were entered into the Pfam database, while poplar v2.0 identifiers were entered into the Poplar eFP Browser since the eFP browser currently does not recognize poplar v3.0 identifiers.

Results

Arabinogalactan-proteins (AGPs)

Among the 73,013 proteins in the poplar database, 86 proteins were found to have at least 50 % PAST, while 194 peptides have at least 35 % PAST, and are between 50 and 90 amino acids in length (Table 1). Several chimeric AGPs were identified in the 50 % PAST search, but the FLAs in particular required a unique test as they typically do not meet the 50 % PAST threshold. Previously in Arabidopsis, a consensus sequence for the fasciclin H1 domain was utilized to search for these proteins, and this consensus sequence was again utilized here [16]. A total of 43 proteins were found to contain this sequence.

Table 1.

AGPs, EXTs, and PRPs identified from the Populus trichocarpa protein database based on biased amino acid compositions, size, and repeat units

Search Criteria Total Classical AGPs Lys-Rich AGPs AG Peptides FLAs PAGs Other Chimeric AGPs EXTs Short EXTs LRXs PERKs FH EXTs Other Chimeric EXTs PRPs PR Peptides Chimeric PRPs Others
≥50 % PAST 86 10 5 0 1 5 0 7 4 0 0 0 0 1 16 0 37
≥35 % PAST and 50-90 AA 194 0 0 31 0 0 0 0 0 0 0 0 0 0 0 0 163
Fasciclin domain 43 0 0 0 24 0 0 0 0 0 0 0 0 0 0 0 19
≥2 SPPP 162 1 1 0 0 2 0 8 21 10 12 5 3 0 0 0 99
≥2 KKPCPP 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
≥2 PPV.[KT] 29 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 25
≥45 % PVKCYT 240 4 5 0 0 0 1 8 8 0 0 0 0 10 10 0 194

In addition to meeting one of the search criteria, several other factors were considered in determining if the proteins were classified as HRGPs. All proteins were examined for signal peptides and for GPI membrane anchor addition sequences, as these are known to occur in AGPs. In addition, sequences were examined for certain dipeptide repeats which are characteristic of AGPs, including AP, PA, SP, TP, VP, and GP [3, 28]. The presence of these repeats was used to determine if a protein identified by the search was classified as an AGP. The various searches for AGPs combined with BLAST searches identified a total of 162 poplar proteins that were determined to be AGPs (Table 2). In total, 27 classical AGPs (which include six lysine-rich AGPs) and 35 AG peptides were identified. In terms of chimeric AGPs, FLAs were particularly abundant in poplar with 50 being identified. Using the consensus sequence that identifies all 21 of the Arabidopsis FLAs, a total of 24 FLAs were identified in poplar. However, because a single amino acid change in the consensus sequence would result in a particular FLA not being identified, the additional 26 FLAs were identified with BLAST searches. Another particularly common class of chimeric AGPs identified in Arabidopsis was the plastocyanin AGPs, or PAGs. Only five PAGs were identified with the 50 % PAST search, but 34 others were identified that fall below the 50 % PAST threshold with BLAST searches. Finally, 11 other chimeric AGPs were also identified. Representative AGP sequences from each class are shown in Fig. 2, while sequences from all 162 AGPs identified are available in Additional file 1: Figure S1.

Table 2.

Identification and analysis of AGP genes in Populus trichocarpa

Locus Identifier 3.0 (ID 2.0) a Name Class AP/PA/SP/TP/GP/VP Repeats % PAST Amino Acids Pfamb SPc GPI Organ/tissue-specific Expressiond Arabidopsis HRGP BLAST Hits Poplar HRGP BLAST Hitse
Potri.017G050200 PtAGP1C Classical 3/3/12/2/1/1 66 % 137 Y Y AtAGP1C, AtAGP17K, AtAGP18K, AtAGP7C PtAGP2C, PtAGP7C, PtAGP9C, PtAGP5C, Potri.005G077100
Potri.017G050300 (POPTR_0017s07700) PtAGP2C Classical 5/5/9/2/1/1 64 % 133 Y Y Female catkins AtAGP1C, AtAGP10C, AtAGP3C, AtPAG11 PtAGP9C, PtAGP1C, Potri.004G161700, Potri.001G376400, Potri.009G009600
Potri.005G161100 (POPTR_0005s17440) PtAGP3C Classical 11/9/8/5/0/2 59 % 161 Y N Roots AtAGP10C, AtAGP3C, AtAGP5C, AtAGP18K, AtPERK13 Potri.013G119700, Potri.009G124200, Potri.004G162500, Potri.001G376400, Potri.013G112500
Potri.014G135100 (POPTR_0014s12960) PtAGP4C Classical 4/4/6/1/2/0 54 % 140 Y Y Dark etiolated seedlings, light-grown seedling, young leaf AtAGP26C, AtAGP27C, AtAGP25C PtAGP47C, PtAGP48C, PtAGP49K, Potri.013G119700, Potri.004G196400
Potri.001G339700 (POPTR_0001s35940) PtAGP5C Classical 9/8/4/3/4/0 59 % 144 Y Y Male catkins AtAGP6C, AtAGP11C, AtAGP17K PtAGP50C, Potri.003G031800, PtAGP51C, PtAGP52C, Potri.003G143000
Potri.001G259700 PtAGP6C Classical 1/3/20/3/0/1 57 % 197 Y N None PtAGP43P, PtPtEXT7, PtPtEXT4
Potri.001G310300 (POPTR_0001s31780) PtAGP7C Classical 6/7/8/5/0/2 63 % 126 Y Y Young leaf AtAGP6C PtAGP1C, PtAGP9C, Potri.002G256200, Potri.002G235500, Potri.005G049100
Potri.001G367600 PtAGP8C Classical 7/8/29/4/1/1 68 % 265 Y Y None Potri.004G145800
Potri.001G310400 (POPTR_0001s31790) PtAGP9C Classical 6/7/9/3/0/2 62 % 137 Y Y Young leaf AtAGP18K, AtAGP1C, AtPEX4, AtAGP10C PtAGP2C, Potri.009G085400, Potri.013G119700, PtAGP7C, Potri.005G043900
Potri.017G047500 (POPTR_0017s07480) PtAGP10C Classical 0/2/4/5/1/3 50 % 207 Y Y Female catkins None Potri.011G046900, Potri.010G094700, PtPRP23, Potri.004G038300, PtPRP28
Potri.002G207500 (POPTR_0020s00250) PtAGP47C Classical 4/4/6/1/2/0 49 % 141 Y N Xylem AtAGP26C, AtAGP27C PtAGP4C, PtAGP48C, PtAGP49K, Potri.013G119700, Potri.003G164300
Potri.010G031700 (POPTR_0010s03290) PtAGP48C Classical 2/2/9/2/1/2 44 % 169 Y* N Xylem AtAGP26C, AtAGP25C, AtAGP27C PtAGP49K, PtAGP4C, PtAGP47C, Potri.008G153000, Potri.008G147100
Potri.008G182400 (POPTR_0008s18270) PtAGP50C Classical 3/2/1/0/3/1 47 % 101 Y Y Male catkins AtAGP50C, AtAGP6C, AtAGP5C PtAGP52C, PtAGP51C, PtAGP5C, Potri.013G011700, Potri.018G128000
Potri.015G093700 (POPTR_0015s10580) PtAGP51C Classical 6/3/0/0/2/1 49 % 115 Y Y Male catkins AtAGP50C, AtAGP6C, AtAGP15P PtAGP52C, PtAGP50C, PtAGP5C, Potri.014G159300, Potri.009G065300
Potri.012G095900 (POPTR_0012s09790) PtAGP52C Classical 6/5/0/0/2/1 49 % 115 Y Y Male catkins AtAGP50C, AtAGP6C, AtAGP3C PtAGP51C, PtAGP50C, PtAGP5C, Potri.014G159300, Potri.019G095800
Potri.005G169000 PtAGP64C Classical 10/9/4/1/0/3 48 % 216 PF14368.4 Y N AtAGP29I PtAGP60I, PtAGP57I, PtAGP58I, Potri.001G210100, PtAGP69C
Potri.008G155200 (POPTR_0008s15500) PtAGP65C Classical 4/4/3/4/0/7 45 % 219 PF14368.4 Y* Y Xylem, male catkins, female catkins AtAGP29I Potri.010G085200, PtAGP66C, PtAGP67C, PtAGP68C, PtAGP69C
Potri.005G212000 (POPTR_0005s23360) PtAGP66C Classical 4/4/5/4/2/2 45 % 207 PF14368.4 Y Y Roots AtAGP29I PtAGP67C, Potri.010G085200, PtAGP65C, PtAGP69C, PtAGP68C
Potri.002G050200 (POPTR_0002s05110) PtAGP67C Classical 4/5/5/4/2/2 46 % 205 PF14368.4 Y N AtAGP29I PtAGP66C, Potri.010G085200, PtAGP65C, PtAGP68C, PtAGP69C
Potri.010G085400 (POPTR_0010s09550) PtAGP68C Classical 0/2/4/4/0/1 44 % 170 PF14368.4 Y Y Male catkins AtAGP29I PtAGP69C, Potri.005G211800, Potri.002G050500, Potri.002G050300, Potri.005G211900
Potri.008G155100
(POPTR_0008s15490)
PtAGP69C Classical 1/2/5/2/0/1 44 % 170 PF14368.4 Y Y Male catkins AtAGP29I PtAGP68C,
Potri.005G211800, Potri.002G050500, Potri.010G085300, Potri.002G050300
Potri.009G092300 (POPTR_0009s09530) PtAGP11K Lysine-rich 11/19/8/11/1/2 69 % 196 Y Y Xylem AtAGP17K, AtAGP18K, AtPRP1 PtAGP14K, Potri.004G181200, Potri.001G310900, PtAGP71I
Potri.010G132500 (POPTR_0010s14250) PtAGP12K Lysine-rich 18/24/10/12/0/4 65 % 241 Y N Xylem AtAGP19K PtAGP15K, Potri.013G003500, Potri.007G013600
Potri.007G051600 (POPTR_0007s10230) PtAGP13K Lysine-rich 12/12/9/11/2/5 60 % 204 Y Y Dark etiolated seedlings, young leaf AtAGP17K, AtAGP18K PtAGP14K, Potri.013G003500, PtAGP72I, Potri.018G122900
Potri.005G144900 (POPTR_0005s18840) PtAGP14K Lysine-rich 11/12/9/10/3/4 62 % 208 Y Y Female catkins AtAGP18K, AtAGP17K, AtPRP1 PtAGP13K, Potri.002G008600, Potri.005G049100, Potri.006G234100
Potri.008G111000 (POPTR_0008s11040) PtAGP15K Lysine-rich 23/33/14/12/0/2 66 % 276 Y Y None PtAGP12K, PtPtPAG5
Potri.008G195700 (POPTR_0008s20030) PtAGP49K Lysine-rich 2/2/9/1/1/4 45 % 194 Y N Female catkins AtAGP25C, AtAGP27C, AtAGP26C PtAGP48C, PtAGP4C, PtAGP47C, Potri.008G147100, Potri.010G094700
Potri.009G063600 (POPTR_0006s05460) PtAGP16P AG peptide 2/2/1/0/0/0 48 % 60 Y Y AtAGP43P, AtAGP23P, AtAGP40P, AtAGP14P, AtAGP15P PtAGP41P, PtAGP24P, Potri.016G052000, PtAGP29P, PtAGP28P
Potri.009G062700 PtAGP17P AG peptide 2/2/0/0/0/0 36 % 68 Y Y AtAGP22P, AtAGP16P PtAGP38P, PtAGP29P, PtAGP22P, PtAGP28P, PtAGP25P
Potri.009G063200 PtAGP18P AG peptide 3/2/0/0/0/0 40 % 69 Y Y AtAGP43P PtAGP39P, PtAGP19P, PtAGP29P, PtAGP38P, PtAGP53P
Potri.009G063000 PtAGP19P AG peptide 3/2/0/0/0/0 41 % 70 Y Y None PtAGP18P, PtAGP39P, PtAGP29P, PtAGP53P, PtAGP38P
Potri.013G057500 (POPTR_0013s05400) PtAGP20P AG peptide 2/2/1/0/0/1 41 % 60 Y Y Male catkins AtAGP14P, AtAGP12P, AtAGP13P, AtAGP21P, AtAGP15P PtAGP54P, PtAGP33P, PtAGP44P, PtAGP41P, PtAGP30P
Potri.003G136600 (POPTR_0003s13640) PtAGP21P AG peptide 3/2/0/0/0/0 39 % 69 PF06376.10 Y Y Female catkins, male catkins AtAGP20P, AtAGP16P, AtAGP22P, AtAGP41P, AtAGP15P PtAGP40P, PtAGP30P, PtAGP45P, PtAGP35P, PtAGP54P
Potri.006G056000 (POPTR_0831s00200) PtAGP22P AG peptide 3/2/0/0/0/0 36 % 68 Y Y Xylem AtAGP40P, AtAGP43P PtAGP53P, PtAGP28P, PtAGP29P, PtAGP27P, PtAGP25P
Potri.006G055700 (POPTR_0006s05460) PtAGP23P AG peptide 4/3/0/0/0/0 42 % 66 Y Y male catkins, dark etiolated seedlings AtAGP16P, AtAGP43P PtAGP29P, PtAGP27P, PtAGP22P, PtAGP25P, PtAGP28P
Potri.006G056200 (POPTR_0006s05490) PtAGP24P AG peptide 2/1/1/0/0/0 47 % 61 Y Y Male catkins AtAGP43P, AtAGP23P, AtAGP40P, AtAGP13P, AtAGP14P Potri.016G052000, PtAGP16P, PtAGP41P, PtAGP29P, PtAGP23P
Potri.006G055900 PtAGP25P AG peptide 3/2/0/0/0/0 37 % 67 Y Y AtAGP43P, AtPAG2 PtAGP27P, PtAGP28P, PtAGP22P, PtAGP29P, PtAGP53P
Potri.006G055500 (POPTR_0006s05440) PtAGP26P AG peptide 4/3/1/0/0/0 39 % 69 Y Y Dark etiolated seedlings AtAGP12P, AtAGP43P, AtAGP15P PtAGP23P, PtAGP29P, PtAGP28P, PtAGP22P, PtAGP27P
Potri.006G055800 PtAGP27P AG peptide 3/2/0/0/0/0 37 % 67 Y Y AtAGP43P, AtPAG2 PtAGP25P, PtAGP28P, PtAGP22P, PtAGP29P, PtAGP53P
Potri.016G052400 (POPTR_0016s05280) PtAGP28P AG peptide 3/2/0/0/0/0 37 % 67 Y Y Dark etiolated seedlings AtAGP40P, AtAGP15P PtAGP27P, PtAGP22P, PtAGP25P, PtAGP53P, PtAGP29P
Potri.016G052200 (POPTR_0016s05270) PtAGP29P AG peptide 3/2/1/0/0/1 38 % 67 Y Y Male catkins AtAGP40P, AtAGP28I AtAGP43P, AtAGP12P PtAGP22P, PtAGP27P, PtAGP25P, PtAGP28P, PtAGP53P
Potri.015G022600 (POPTR_0015s06130) PtAGP30P AG peptide 2/1/1/0/0/0 37 % 64 PF06376.10 Y Y AtAGP20P, AtAGP22P, AtAGP16P, AtAGP41P, AtAGP15P PtAGP45P, PtAGP35P, PtAGP40P, PtAGP21P, Potri.001G070600
Potri.015G139200 PtAGP31P AG peptide 2/0/0/1/0/0 35 % 57 Y N None Potri.015G139100, Potri.012G137400, Potri.006G150100, Potri.008G094200, Potri.007G131100
Potri.002G226300 (POPTR_0002s21530) PtAGP32P AG peptide 1/1/4/0/1/1 37 % 74 Y N None PtAGP34P, Potri.012G138200, Potri.001G274200, Potri.002G121800, Potri.015G140000
Potri.019G035500 (POPTR_0019s05110) PtAGP33P AG peptide 2/2/1/0/0/1 44 % 59 Y Y AtAGP14P, AtAGP12P, AtAGP13P, AtAGP21P, AtAGP22P PtAGP20P, PtAGP54P, PtAGP44P, PtAGP41P, PtAGP30P
Potri.014G156600 (POPTR_0014s15480) PtAGP34P AG peptide 1/0/2/1/0/1 37 % 74 Y N None PtAGP32P, Potri.001G274200, Potri.012G138200, Potri.015G140000, Potri.010G111200
Potri.014G094800 (POPTR_0014s09050) PtAGP35P AG peptide 3/3/2/0/0/0 42 % 76 PF06376.10 Y N Male catkins AtAGP20P, AtAGP16P, AtAGP22P, AtAGP41P, AtAGP15P PtAGP30P, PtAGP45P, PtAGP40P, PtAGP21P, PtAGP17P
Potri.T142100 PtAGP36P AG peptide 1/2/2/1/0/0 36 % 90 Y N None Potri.004G234800, Potri.014G034500, Potri.005G136800, Potri.007G041500, Potri.007G041400
Potri.001G387800 (POPTR_0001s39620) PtAGP37P AG peptide 1/0/3/0/0/0 37 % 78 Y N Female catkins, male catkins, young leaf None Potri.004G061300, Potri.011G070500, Potri.003G125800, Potri.008G019500, Potri.002G195300
Potri.001G268400 (POPTR_0001s27530) PtAGP38P AG peptide 3/2/0/0/0/0 39 % 68 Y Y AtAGP22P, AtPAG1 PtAGP17P, PtAGP29P, PtAGP22P, PtAGP28P, PtAGP27P
Potri.001G268500 (POPTR_0001s27540) PtAGP39P AG peptide 3/3/0/0/0/0 40 % 69 Y Y AtAGP15P, AtAGP14P, AtAGP28I AtAGP13P, AtPAG1 PtAGP18P, PtAGP19P, PtAGP29P, PtAGP53P, PtAGP38P
Potri.001G094700 (POPTR_0001s10310) PtAGP40P AG peptide 3/2/0/0/0/0 42 % 69 PF06376.10 Y Y AtAGP20P, AtAGP16P, AtAGP22P, AtAGP41P, AtAGP12P PtAGP21P, PtAGP30P, PtAGP45P, PtAGP35P, Potri.016G086300
Potri.001G268800 PtAGP41P AG peptide 2/1/1/0/0/0 46 % 60 Y Y AtAGP43P, AtAGP23P, AtAGP40P, AtAGP12P, AtAGP15P PtAGP16P, PtAGP24P, Potri.016G052000, PtAGP29P, PtAGP28P
Potri.001G268900 (POPTR_0001s27570) PtAGP42P AG peptide 1/1/0/0/0/0 36 % 66 Y Y None PtAGP29P, PtAGP56P, Potri.010G100200, Potri.011G126900, PtAGP23P
Potri.001G259500 PtAGP43P AG peptide 0/0/3/1/0/0 37 % 67 Y N None PtAGP6C, PtEXT7, PtEXT4, Potri.018G145800, Potri.007G096600
Potri.001G004100 (POPTR_0001s04130) PtAGP44P AG peptide 2/1/1/0/0/1 40 % 59 Y Y AtAGP14P, AtAGP12P, AtAGP13P, AtAGP21P, AtAGP15P PtAGP54P, PtAGP20P, PtAGP33P, PtAGP41P, PtAGP60I
Potri.012G032000 (POPTR_0012s01350) PtAGP45P AG peptide 2/1/1/0/0/0 39 % 64 PF06376.10 Y Y Male catkins AtAGP20P, AtAGP16P, AtAGP22P, AtAGP41P, AtAGP15P PtAGP30P, PtAGP35P, PtAGP40P, PtAGP21P, PtAGP54P
Potri.012G144100 PtAGP46P AG peptide 1/1/1/2/0/1 41 % 89 Y N None Potri.002G258000, Potri.007G124600, Potri.003G086400, Potri.001G148100, Potri.013G051400
Potri.016G052300 PtAGP53P AG peptide 3/2/1/0/0/0 32 % 110 Y* Y AtAGP15P, AtAGP40P, AtPAG11, AtAGP43P, AtPERK3 PtAGP22P, PtAGP28P, PtAGP27P, PtAGP25P, PtAGP29P
Potri.003G220900 (POPTR_0003s21020) PtAGP54P AG peptide 3/1/1/1/0/1 37 % 139 Y* Y AtAGP14P, AtAGP12P, AtAGP13P, AtAGP21P, AtAGP22P PtAGP44P, PtAGP20P, PtAGP33P, PtAGP41P, Potri.004G067400
Potri.006G056100 (POPTR_0006s05480) PtAGP55P AG peptide 1/1/0/1/0/0 33 % 66 Y N None PtAGP56P, PtAGP28P, PtAGP29P, PtAGP22P, PtAGP25P
Potri.016G052100 (POPTR_0016s05260) PtAGP56P AG peptide 1/1/0/1/0/0 31 % 66 Y N Xylem None PtAGP55P, PtAGP29P, PtAGP25P, PtAGP27P, PtAGP22P
Potri.010G244900 (POPTR_0010s25110) PtFLA1 Chimeric 10/4/0/0/3/1 26 % 459 PF02469.20 Y N AtFLA17, AtFLA16, AtFLA18, AtFLA15, AtFLA12 PtFLA19, PtFLA6, PtFLA8, PtFLA41, Potri.012G006200
Potri.009G012200 (POPTR_0009s01740) PtFLA2 Chimeric 8/7/3/2/2/0 39 % 254 PF02469.20 Y N AtFLA11, AtFLA12, AtFLA13, AtFLA9, AtFLA6 PtFLA34, PtFLA10, PtFLA23, PtFLA40, PtFLA48
Potri.013G120600 (POPTR_0013s12490) PtFLA3 Chimeric 4/2/2/3/1/1 34 % 238 PF02469.20 Y Y Dark etiolated seedlings, roots, female catkins AtFLA6, AtFLA9, AtFLA13, AtFLA11, AtFLA12 PtFLA15, PtFLA9, PtFLA7, PtFLA10, PtFLA23
Potri.013G152200 (POPTR_0013s14840) PtFLA4 Chimeric 5/0/5/0/1/0 31 % 353 PF02469.20 N N Female catkins AtFLA21, AtFLA19, AtFLA20, AtFLA15, AtFLA16 Potri.019G125200, PtFLA36, PtFLA42, PtFLA44, Potri.T118500
Potri.011G093500 (POPTR_0011s09590) PtFLA5 Chimeric 7/4/2/2/1/2 32 % 408 PF02469.20 Y Y AtFLA1, AtFLA2, AtFLA8, AtFLA10, AtFLA14 PtFLA22, PtFLA16, PtFLA17, PtFLA21, PtFLA37
Potri.006G200300 (POPTR_0006s21460) PtFLA6 Chimeric 8/2/1/0/3/1 27 % 466 PF02469.20 Y N AtFLA17, AtFLA18, AtFLA16, AtFLA15, AtFLA11 PtFLA8, PtFLA1, PtFLA19, PtFLA41, Potri.012G006200
Potri.006G129200 (POPTR_0006s13120) PtFLA7 Chimeric 6/5/2/1/1/2 36 % 227 PF02469.20 Y N AtFLA11, AtFLA12, AtFLA6, AtFLA13, AtFLA9 PtFLA9, PtFLA10, PtFLA23, PtFLA32, PtFLA49
Potri.016G066500 (POPTR_0016s06680) PtFLA8 Chimeric 7/2/2/1/3/1 27 % 466 PF02469.20 Y N Male catkins, and light etiolated seedlings, light grown seedling AtFLA17, AtFLA18, AtFLA16, AtFLA15, AtFLA11 PtFLA6, PtFLA1, PtFLA19, PtFLA41, Potri.012G006200
Potri.016G088700 (POPTR_0016s09010) PtFLA9 Chimeric 7/6/2/1/1/2 37 % 239 PF02469.20 Y Y Xylem AtFLA11, AtFLA12, AtFLA6, AtFLA13, AtFLA9 PtFLA7, PtFLA10, PtFLA23, PtFLA32, PtFLA49
Potri.015G129400 (POPTR_0015s14570) PtFLA10 Chimeric 5/5/3/2/1/1 37 % 240 PF02469.20 Y Y Xylem AtFLA11, AtFLA12, AtFLA6, AtFLA13, AtFLA9 PtFLA23, PtFLA34, PtFLA2, PtFLA20, PtFLA28
Potri.T130300 (POPTR_0018s03790) PtFLA11 Chimeric 8/3/3/1/2/2 40 % 271 Y Y Male catkins AtFLA3, AtFLA5, AtFLA14, AtFLA8, AtFLA10 PtFLA25, PtFLA26, PtFLA21, PtFLA17, PtFLA16
Potri.002G223300 (POPTR_0002s22020) PtFLA12 Chimeric 8/7/5/4/1/1 41 % 263 PF02469.20 Y Y Xylem AtFLA7, AtFLA6, AtFLA11, AtFLA9, AtFLA12 PtFLA18, PtFLA3, PtFLA9, PtFLA7, PtFLA23
Potri.019G122600 (POPTR_0019s14350) PtFLA13 Chimeric 7/5/1/0/0/2 39 % 215 PF02469.20 N N AtFLA12, AtFLA11, AtFLA13, AtFLA9, AtFLA6 PtFLA45, PtFLA35, PtFLA39, PtFLA29, PtFLA47
Potri.019G120800 (POPTR_0019s14320) PtFLA14 Chimeric 10/10/2/1/0/1 43 % 214 PF02469.20 N N AtFLA12, AtFLA11, AtFLA9, AtFLA13, AtFLA6 PtFLA39, PtFLA28, 7PtFLA13, PtFLA45, PtFLA35
Potri.019G093300 (POPTR_0019s12310) PtFLA15 Chimeric 6/5/3/0/1/1 34 % 245 PF02469.20 Y Y Dark etiolated seedlings AtFLA6, AtFLA9, AtFLA13, AtFLA11, AtFLA12 PtFLA3, PtFLA9, PtFLA7, PtFLA10, PtFLA23
Potri.014G168100 (POPTR_0014s16610) PtFLA16 Chimeric 9/1/0/0/1/0 30 % 397 PF02469.20 Y Y Roots AtFLA2, AtFLA1, AtFLA8, AtFLA10, AtFLA4 PtFLA22, PtFLA5, PtFLA17, PtFLA21, PtFLA37
Potri.014G071700 (POPTR_0014s06740) PtFLA17 Chimeric 13/7/7/4/1/3 42 % 421 PF02469.20 Y Y Xylem AtFLA10, AtFLA8, AtFLA2, AtFLA1, AtFLA14 PtFLA16, PtFLA22, PtFLA5, PtFLA21, PtFLA25
Potri.014G162900 (POPTR_0014s16100) PtFLA18 Chimeric 7/6/7/4/1/1 40 % 262 PF02469.20 Y Y Xylem AtFLA7, AtFLA6, AtFLA9, AtFLA11, AtFLA12 PtFLA12, PtFLA3, PtFLA9, PtFLA7, PtFLA23
Potri.008G012400 (POPTR_0008s01310) PtFLA19 Chimeric 11/4/1/0/3/1 27 % 463 PF02469.20 Y N Xylem AtFLA17, AtFLA16, AtFLA18, AtFLA15, AtFLA12 PtFLA1, PtFLA6, PtFLA8, PtFLA41, Potri.012G006200
Potri.001G320800 (POPTR_0001s32800) PtFLA20 Chimeric 7/6/3/1/1/1 37 % 243 PF02469.20 Y Y Xylem AtFLA11, AtFLA12, AtFLA6, AtFLA13, AtFLA9 PtFLA10, PtFLA23, PtFLA39, PtFLA34, PtFLA13
Potri.001G037800 (POPTR_0001s07490) PtFLA21 Chimeric 2/5/7/2/4/2 43 % 281 PF02469.20 Y Y Male catkins AtFLA14, AtFLA8, AtFLA10, AtFLA3, AtFLA2 PtFLA26, PtFLA25, PtFLA11, PtFLA17, PtFLA5
Potri.001G367900 (POPTR_0001s37650) PtFLA22 Chimeric 7/4/2/2/1/1 33 % 406 PF02469.20 Y Y Dark etiolated seedlings, young leaf AtFLA1, AtFLA2, AtFLA8, AtFLA10, AtFLA14 PtFLA5, PtFLA16, PtFLA17, PtFLA21, PtFLA37
Potri.012G127900 (POPTR_0012s14510) PtFLA23 Chimeric 5/3/2/2/2/1 35 % 240 PF02469.20 Y Y Xylem AtFLA11, AtFLA12, AtFLA6, AtFLA9, AtFLA13 PtFLA10, PtFLA22, PtFLA34, PtFLA2, PtFLA20
Potri.001G440800 (POPTR_0001s43130) PtFLA24 Chimeric 8/5/8/16/3/2 50 % 399 Y Y Male catkins AtFLA20, AtFLA19, AtFLA21, AtFLA15, AtFLA17 Potri.T118500, PtFLA44, PtFLA36, Potri.019G125200, PtFLA19
Potri.018G005100 PtFLA25 Chimeric 8/3/3/1/2/2 40 % 271 Y Y AtFLA3, AtFLA5, AtFLA14, AtFLA8, AtFLA10 PtFLA11, PtFLA26, PtFLA21, PtFLA17, PtFLA16
Potri.006G276200 (POPTR_0006s29110) PtFLA26 Chimeric 11/11/4/4/4/2 38 % 393 Y* Y Male catkins AtFLA3, AtFLA14, AtFLA5, AtFLA8, AtFLA10 PtFLA11, PtFLA25, PtFLA21, PtFLA17, PtFLA16
Potri.012G015000 (POPTR_0012s02210) PtFLA27 Chimeric 8/6/2/1/1/2 38 % 269 PF02469.20 Y Y AtFLA11, AtFLA12, AtFLA13, AtFLA6, AtFLA9 PtFLA48, PtFLA10, PtFLA23, PtFLA39, PtFLA28
Potri.013G014200 (POPTR_0013s01570) PtFLA28 Chimeric 8/8/2/2/0/2 42 % 266 PF02469.20 Y Y AtFLA12, AtFLA11, AtFLA13, AtFLA9, AtFLA6 PtFLA39, PtFLA47, PtFLA50, PtFLA32, PtFLA49
Potri.019G121200 (POPTR_0019s14420) PtFLA29 Chimeric 8/8/3/1/0/2 42 % 263 PF02469.20 Y Y Xylem AtFLA11, AtFLA12, AtFLA13, AtFLA9, AtFLA6 PtFLA50, PtFLA32, PtFLA49, PtFLA28, PtFLA39
Potri.006G174900 (POPTR_0006s18920) PtFLA30 Chimeric 1/4/5/3/0/2 38 % 426 PF02469.20 Y* Y Xylem AtFLA4, AtFLA8, AtFLA10, AtFLA1, AtFLA2 PtFLA37, PtFLA17, PtFLA16, PtFLA5, PtFLA22
Potri.008G127500 (POPTR_0008s12640) PtFLA31 Chimeric 1/0/3/1/0/1 29 % 292 PF02469.20 Y N Male catkins AtFLA20, AtFLA19, AtFLA21, AtFLA10, AtFLA12 PtFLA36, PtFLA42, Potri.019G125200, PtFLA44, PtFLA4
Potri.019G123200 (POPTR_0019s14430) PtFLA32 Chimeric 10/9/1/1/0/2 42 % 263 PF02469.20 Y Y AtFLA11, AtFLA12, AtFLA9, AtFLA13, AtFLA6, PtFLA49, PtFLA50, PtFLA28, PtFLA39, PtFLA29
Potri.019G120900 (POPTR_0019s14330) PtFLA33 Chimeric 8/8/3/1/0/2 42 % 227 PF02469.20 Y Y Xylem AtFLA11, AtFLA12, AtFLA13, AtFLA9, AtFLA6 PtFLA43, PtFLA50, PtFLA32, PtFLA49, PtFLA29
Potri.004G210600 (POPTR_0004s22030) PtFLA34 Chimeric 10/5/3/3/2/0 40 % 268 PF02469.20 Y N Xylem AtFLA11, AtFLA12, AtFLA9, AtFLA13, AtFLA6 PtFLA2, PtFLA10, PtFLA23, PtFLA39, PtFLA40
Potri.019G123000 (POPTR_0019s14410) PtFLA35 Chimeric 11/9/2/1/0/1 39 % 269 PF02469.20 Y Y AtFLA12, AtFLA11, AtFLA13, AtFLA9, AtFLA6 PtFLA45, PtFLA39, PtFLA28, PtFLA47, PtFLA13
Potri.008G128200 (POPTR_0008s12720) PtFLA36 Chimeric 1/0/1/1/0/2 28 % 344 PF02469.20 Y Y Female catkins, male catkins AtFLA20, AtFLA21, AtFLA19, AtFLA12, AtFLA6 PtFLA31, PtFLA42, PtFLA44, PtFLA4, Potri.T118500
Potri.019G002300 (POPTR_0019s01620) PtFLA37 Chimeric 1/2/3/0/0/2 29 % 283 Y N Female catkins, young leaf AtFLA19, AtFLA21, AtFLA20, AtFLA17, AtFLA16 Potri.001G306800, PtFLA4, Potri.T118500, PtFLA24, Potri.019G049600
Potri.018G097000 (POPTR_0018s10600) PtFLA38 Chimeric 2/2/5/2/0/3 38 % 427 PF02469.20 Y* N Xylem AtFLA4, AtFLA8, AtFLA10, AtFLA1, AtFLA2, PtFLA30, PtFLA17, PtFLA16, PtFLA5, PtFLA22
Potri.013G151300 (POPTR_0013s14760) PtFLA39 Chimeric 9/5/2/1/0/2 39 % 269 PF02469.20 Y Y Xylem AtFLA12, AtFLA11, AtFLA13, AtFLA6, AtFLA9 PtFLA40, PtFLA28, PtFLA47, PtFLA45, PtFLA50
Potri.013G151400 (POPTR_0013s14780) PtFLA40 Chimeric 9/9/2/1/0/2 40 % 269 PF02469.20 Y Y Xylem AtFLA11, AtFLA12, AtFLA13, AtFLA9, AtFLA6 PtFLA39, PtFLA28, PtFLA47, PtFLA50, PtFLA32
Potri.019G008400 (POPTR_0073s00210) PtFLA41 Chimeric 9/4/0/0/3/1 27 % 361 PF02469.20 N N Xylem AtFLA17, AtFLA16, AtFLA18, AtFLA15, AtFLA7 PtFLA1, Potri.012G006200, PtFLA19, PtFLA6, PtFLA8
Potri.017G111600 (POPTR_0017s14020) PtFLA42 Chimeric 5/2/4/2/0/2 30 % 352 PF02469.20 Y N Male catkins AtFLA20, AtFLA21, AtFLA19, AtFLA10, AtFLA6 PtFLA36, PtFLA31, PtFLA44, PtFLA4, Potri.019G125200
Potri.019G122800 (POPTR_0019s14390) PtFLA43 Chimeric 9/8/3/0/0/2 41 % 252 PF02469.20 Y Y Xylem AtFLA11, AtFLA12, AtFLA9, AtFLA13, AtFLA6 PtFLA50, PtFLA32, PtFLA49, PtFLA29, PtFLA28
Potri.005G079500 (POPTR_0005s08130) PtFLA44 Chimeric 3/3/5/2/1/6 33 % 442 Y N Male catkins AtFLA21, AtFLA20, AtFLA19, AtFLA15 PtFLA36, PtFLA42, Potri.T118500, PtFLA24, PtFLA4
Potri.019G121100 (POPTR_0019s14370) PtFLA45 Chimeric 10/9/2/1/0/1 41 % 262 PF02469.20 Y N AtFLA11, AtFLA12, AtFLA13, AtFLA9, AtFLA6 PtFLA35, PtFLA39, PtFLA13, PtFLA28, PtFLA47
Potri.009G012100 (POPTR_0009s01730) PtFLA46 Chimeric 6/7/2/0/1/2 36 % 263 PF02469.20 Y N Xylem AtFLA11, AtFLA12, AtFLA9, AtFLA13, AtFLA6 PtFLA2, PtFLA48, PtFLA27, PtFLA28, PtFLA10
Potri.013G151500 (POPTR_0013s14790) PtFLA47 Chimeric 8/9/2/2/0/2 42 % 264 PF02469.20 Y N Xylem AtFLA12, AtFLA11, AtFLA13, AtFLA9, AtFLA6, PtFLA28, PtFLA39, PtFLA40, PtFLA50, PtFLA32
Potri.015G013300 (POPTR_0015s01560) PtFLA48 Chimeric 7/5/2/0/1/3 36 % 267 PF02469.20 Y Y Xylem AtFLA11, AtFLA12, AtFLA13, AtFLA9, AtFLA6 PtFLA27, PtFLA23, PtFLA10, PtFLA2, PtFLA34
Potri.019G121300 PtFLA49 Chimeric 10/9/1/1/0/2 42 % 263 PF02469.20 Y Y AtFLA11, AtFLA12, AtFLA9, AtFLA13, AtFLA6 PtFLA32, PtFLA50, PtFLA28, PtFLA39, PtFLA29
Potri.019G123100 PtFLA50 Chimeric 8/8/3/1/0/2 42 % 263 PF02469.20 Y Y AtFLA11, AtFLA12, AtFLA13, AtFLA9, AtFLA6 PtFLA29, PtFLA32, PtFLA49, PtFLA28, PtFLA39
Potri.011G117800 (POPTR_0011s11860) PtPAG1 Chimeric 10/10/22/9/4/3 52 % 343 PF02298.15 Y Y Roots AtPAG17, AtPAG11, AtPAG10, AtPAG14, AtPAG7 PtPAG5, PtPAG6, PtPAG7, PtPAG8, PtPAG9
Potri.006G067300 (POPTR_0006s06640) PtPAG2 Chimeric 9/13/13/13/1/0 54 % 322 PF02298.15 Y* Y Male catkins AtPAG4, AtPAG3, AtPAG5, AtPAG16, AtPAG7 PtPAG3, PtPAG10, PtPAG11, PtPAG4, PtPAG12
Potri.018G129200 (POPTR_0018s12930) PtPAG3 Chimeric 4/7/14/12/0/0 60 % 250 PF02298.15 Y Y Roots AtPAG5, AtPAG4, AtPAG7, AtPAG17, AtPAG3 PtPAG2, PtPAG10, PtPAG11, PtPAG4, PtPAG12
Potri.018G129400 (POPTR_0018s12950) PtPAG4 Chimeric 1/1/3/4/1/0 50 % 183 PF02298.15 Y Y AtPAG16, AtPAG5, AtPAG7, AtPAG3, AtPAG8 PtPAG11, PtPAG10, PtPAG13, PtPAG2, PtPAG3
Potri.001G398800 (POPTR_0001s40940) PtPAG5 Chimeric 15/11/23/8/5/3 51 % 377 PF02298.15 Y Y Light-grown seedling, young leaf AtPAG17, AtPAG11, AtPAG10, AtPAG14, AtPAG7 PtPAG1, PtPAG6, PtPAG7, PtPAG9, PtPAG14
Potri.017G011200 (POPTR_0017s04390) PtPAG6 Chimeric 1/3/5/2/2/0 33 % 212 PF02298.15 Y Y AtPAG11, AtPAG14, AtPAG17, AtPAG10, AtPAG7 PtPAG7, PtPAG1, PtPAG5, PtPAG16, PtPAG14
Potri.017G012300 (POPTR_0017s00580) PtPAG7 Chimeric 1/3/5/2/2/0 33 % 212 PF02298.15 Y Y AtPAG11, AtPAG14, AtPAG17, AtPAG10, AtPAG7 PtPAG6, PtPAG1, PtPAG5, PtPAG16, PtPAG14
Potri.011G135400 (POPTR_0011s13870) PtPAG8 Chimeric 2/2/3/2/2/2 35 % 208 PF02298.15 Y Y Roots, young leaf AtPAG7, AtPAG13, AtPAG2, AtPAG12, AtPAG17 PtPAG14, PtPAG16, PtPAG1, PtPAG5, PtPAG15
Potri.018G018200 (POPTR_0018s02630) PtPAG9 Chimeric 1/2/2/0/2/0 26 % 178 PF02298.15 Y Y Young leaf AtPAG13, AtPAG2, AtPAG15, AtPAG12, AtPAG1 PtPAG16, PtPAG15, PtPAG1, PtPAG5, PtPAG6
Potri.001G192100 (POPTR_0001s19280) PtPAG10 Chimeric 2/1/5/3/1/1 41 % 210 PF02298.15 Y Y Male catkins AtPAG2, AtPAG4, AtPAG3, AtPAG16, AtPAG7 PtPAG2, PtPAG3, PtPAG4, PtPAG11, PtPAG17
Potri.006G067400 (POPTR_0006s06650) PtPAG11 Chimeric 0/1/3/0/1/0 39 % 163 PF02298.15 Y Y Light-grown seedling AtPAG16, AtPAG5, AtPAG8, AtPAG3, AtPAG13 PtPAG4, PtPAG2, PtPAG3, PtPAG10, PtPAG13
Potri.003G047300 (POPTR_0003s04580) PtPAG12 Chimeric 1/0/4/2/1/2 35 % 217 PF02298.15 Y Y Female catkins AtPAG16, AtPAG4, AtPAG5, AtPAG3, AtPAG8 PtPAG18, PtPAG19, Potri.006G259100, PtPAG20, Potri.006G259000
Potri.014G049600 (POPTR_0014s04850) PtPAG13 Chimeric 2/1/1/5/1/1 48 % 192 PF02298.15 Y Y Dark etiolated seedlings AtPAG9, AtPAG8, AtPAG6, AtPAG3, AtPAG5 PtPAG21, PtPAG22, PtPAG290, PtPAG23, PtPAG12
Potri.001G419200 (POPTR_0001s44510) PtPAG14 Chimeric 4/5/2/3/0/2 35 % 221 PF02298.15 Y Y Roots AtPAG7, AtPAG17, AtPAG15, AtPAG11, AtPAG12 PtPAG8, PtPAG15, PtPAG6, PtPAG1, PtPAG7
Potri.006G184100 (POPTR_0006s19770) PtPAG15 Chimeric 2/2/3/0/2/0 29 % 178 PF02298.15 Y Y AtPAG13, AtPAG2, AtPAG15, AtPAG12, AtPAG1 PtPAG16, PtPAG9, PtPAG8, PtPAG14, PtPAG1
Potri.006G264600 (POPTR_0006s28040) PtPAG16 Chimeric 2/3/3/0/2/0 28 % 179 PF02298.15 Y Y Young leaf AtPAG13, AtPAG2, AtPAG15, AtPAG1, AtPAG12 PtPAG9, PtPAG15, PtPAG8, PtPAG1, PtPAG6
Potri.013G061300 (POPTR_0013s05800) PtPAG17 Chimeric 2/2/3/1/0/1 29 % 155 PF02298.15 Y N Female catkins, male catkins AtPAG5, AtPAG4, AtPAG3, AtPAG16, AtPAG13 PtPAG39, PtPAG24, PtPAG25, PtPAG26, PtPAG27
Potri.002G161300 (POPTR_0002s16270) PtPAG18 Chimeric 2/2/2/0/1/0 31 % 169 PF02298.15 Y Y Male catkins AtPAG16, AtPAG4, AtPAG3, AtPAG5, AtPAG13 PtPAG19, Potri.002G156100, Potri.002G156400, Potri.006G259000, Potri.006G259100
Potri.001G268700 (POPTR_0001s27560) PtPAG19 Chimeric 1/2/4/0/0/0 31 % 165 PF02298.15 Y Y Male catkins AtPAG16, AtPAG4, AtPAG3, AtPAG5, AtPAG13 PtPAG18, Potri.002G156100, Potri.002G156400, Potri.006G259000, PtPAG20
Potri.002G052500 (POPTR_0002s05340) PtPAG20 Chimeric 0/1/2/0/1/0 28 % 169 PF02298.15 Y Y Young leaf AtPAG16, AtPAG4, AtPAG3, AtPAG5, AtPAG13 PtPAG18, PtPAG19, Potri.002G156100, Potri.002G156400, Potri.006G259000
Potri.001G080700 (POPTR_0001s11680) PtPAG21 Chimeric 1/2/0/0/0/1 30 % 184 PF02298.15 Y Y AtPAG5, AtPAG8, AtPAG9, AtPAG16, AtPAG3 PtPAG22, PtPAG13, PtPAG28, PtPAG23, PtPAG290
Potri.003G150300 (POPTR_0003s15000) PtPAG22 Chimeric 1/1/1/0/0/0 31 % 183 PF02298.15 Y Y AtPAG5, AtPAG16, AtPAG8, AtPAG3, AtPAG4 PtPAG21, PtPAG13, PtPAG28, PtPAG23, PtPAG290
Potri.002G101300 (POPTR_0002s10170) PtPAG23 Chimeric 0/1/3/1/0/4 42 % 188 PF02298.15 Y Y Xylem AtPAG5, AtPAG8, AtPAG6, AtPAG3, AtPAG9 PtPAG290, PtPAG13, PtPAG12, PtPAG22, PtPAG24
Potri.013G030000 (POPTR_0013s03090) PtPAG24 Chimeric 0/1/3/2/1/3 31 % 168 PF02298.15 Y Y Male catkins AtPAG5, AtPAG4, AtPAG3, AtPAG16, AtPAG13 PtPAG25, PtPAG30, PtPAG26, PtPAG27, Potri.001G114200
Potri.013G030200 (POPTR_0986s00200) PtPAG25 Chimeric 0/1/3/2/1/3 31 % 168 PF02298.15 Y Y Male catkins AtPAG5, AtPAG4, AtPAG3, AtPAG16, AtPAG13 PtPAG24, PtPAG30, PtPAG26, PtPAG27, Potri.001G114200
Potri.019G037800 PtPAG26 Chimeric 1/1/1/2/0/0 32 % 155 PF02298.15 Y Y AtPAG5, AtPAG16, AtPAG4, AtPAG9, AtPAG3 PtPAG27, PtPAG39, PtPAG24, PtPAG25, PtPAG30
Potri.T070900 (POPTR_0019s05370) PtPAG27 Chimeric 1/1/1/2/0/0 32 % 155 PF02298.15 Y Y Male catkins AtPAG5, AtPAG16, AtPAG4, AtPAG9, AtPAG3 PtPAG26, PtPAG39, PtPAG24, PtPAG25, PtPAG30
Potri.007G120200 (POPTR_0007s02750) PtPAG28 Chimeric 2/6/13/7/1/0 49 % 247 PF02298.15 Y Y Dark etiolated seedlings AtPAG5, AtPAG17, AtPAG4, AtPAG3, AtPAG8 PtPAG21, PtPAG22, PtPAG13, PtPAG12, PtPAG31
Potri.002G101200 (POPTR_1040s00200) PtPAG29 Chimeric 0/1/4/3/0/4 37 % 249 PF02298.15 Y* Y AtPAG5, AtPAG8, AtPAG3, AtPAG6, AtPAG9 PtPAG23, PtPAG13, PtPAG12, PtPAG22, PtPAG21
Potri.003G117900 (POPTR_0003s11780) PtPAG30 Chimeric 0/0/6/1/0/2 33 % 167 PF02298.15 Y Y Male catkins, female catkins AtPAG5, AtPAG4, AtPAG3, AtPAG16, AtPAG9 PtPAG24, PtPAG25, PtPAG26, PtPAG27, PtPAG17
Potri.001G332200 (POPTR_0001s33960) PtPAG31 Chimeric 1/1/2/1/0/0 33 % 168 PF02298.15 Y Y Xylem AtPAG5, AtPAG4, AtPAG3, AtPAG13, AtPAG16 PtPAG24, PtPAG25, Potri.009G136200, PtPAG28, PtPAG23
Potri.008G151000 (POPTR_0008s15040) PtPAG32 Chimeric 3/1/2/0/1/3 35 % 185 PF02298.15 Y N Xylem AtPAG16, AtPAG3, AtPAG4, AtPAG5, AtPAG13 PtPAG38, PtPAG18, Potri.006G259000, Potri.006G259100, PtPAG19
Potri.017G088500 (POPTR_0017s12450) PtPAG33 Chimeric 2/2/1/1/0/0 23 % 175 PF02298.15 Y* Y Roots AtPAG16, AtPAG9, AtPAG1, AtPAG5, AtPAG2, Potri.001G219900, Potri.001G219800, Potri.017G088600, Potri.003G183300, Potri.001G043600
Potri.015G114300 (POPTR_0015s12570) PtPAG34 Chimeric 0/2/0/0/0/1 20 % 131 PF02298.15 Y N AtPAG11, AtPAG7, AtPAG13, AtPAG2, AtPAG14 Potri.015G114700, Potri.015G113300, Potri.015G115600, Potri.015G117100, Potri.015G114600
Potri.010G243600 (POPTR_0010s24980) PtPAG35 Chimeric 3/3/6/0/1/2 34 % 214 PF02298.15 Y Y Male catkins AtPAG11, AtPAG5, AtPAG17, AtPAG2, AtPAG4, PtPAG2, PtPAG4, PtPAG3, PtPAG18, PtPAG12
Potri.001G187700 (POPTR_0001s18820) PtPAG36 Chimeric 1/1/2/2/1/0 27 % 181 PF02298.15 Y Y Male catkins, female catkins AtPAG11, AtPAG7, AtPAG2, AtPAG17, AtPAG14 PtPAG37, Potri.015G052000, PtPAG8, PtPAG1, Potri.001G338800
Potri.003G050500 (POPTR_0003s04900) PtPAG37 Chimeric 2/0/2/1/0/0 26 % 180 PF02298.15 Y Y AtPAG17, AtPAG2, AtPAG13, AtPAG7, AtPAG15 PtPAG36, Potri.015G052000, PtPAG15, Potri.001G338800, PtPAG1
Potri.010G089900 (POPTR_0010s10020) PtPAG38 Chimeric 1/2/2/1/1/2 34 % 185 PF02298.15 Y N Xylem AtPAG16, AtPAG3, AtPAG4, AtPAG5, AtPAG13 PtPAG32, PtPAG18, Potri.006G259000, Potri.006G259100, Potri.002G156100
Potri.013G054500 (POPTR_0013s05140) PtPAG39 Chimeric 2/1/0/1/0/0 29 % 156 PF02298.15 Y N Female catkins AtPAG5, AtPAG16, AtPAG4, AtPAG3, AtPAG9 PtPAG26, PtPAG27, PtPAG24, PtPAG25, PtPAG17
Potri.002G092800 (POPTR_0002s09340) PtAGP57I Chimeric 10/7/3/0/0/1 46 % 193 PF14368.4 Y N AtAGP29I PtAGP60I, PtAGP64C, PtAGP58I, PtAGP61I, PtAGP69C
Potri.003G020200 (POPTR_0003s01440) PtAGP58I Chimeric 6/5/2/1/1/0 43 % 179 PF14368.4 Y Y Xylem, young leaf AtAGP29I PtAGP61I, PtAGP60I, PtAGP64C, PtAGP57I, PtAGP68C
Potri.006G261800 (POPTR_0006s27770) PtAGP59I Chimeric 3/11/9/5/2/4 36 % 484 PF00704.26 Y N Male catkins None Potri.018G112100, Potri.006G188400, Potri.006G188300, Potri.018G111600, Potri.006G262000
Potri.005G167500 (POPTR_0005s16550) PtAGP60I Chimeric 10/9/4/1/0/3 48 % 216 PF14368.4 Y N Male catkins, female catkins AtAGP29I PtAGP64C, PtAGP57I, PtAGP58I, PtAGP61I, PtAGP69C
Potri.001G210100 (POPTR_0001s21750) PtAGP61I Chimeric 8/5/3/0/0/0 41 % 178 PF14368.4 Y Y Young leaf AtAGP29I, AtAGP3C PtAGP58I, PtAGP60I, PtAGP64C, PtAGP57I, Potri.001G231400
Potri.010G085200 (POPTR_0010s09530) PtAGP62I Chimeric 4/1/6/5/2/4 47 % 216 PF14368.4 Y Y Male catkins AtAGP29I PtAGP65C, PtAGP66C, PtAGP67C, PtAGP68C, PtAGP69C
Potri.005G003500 (POPTR_0005s00550) PtAGP63I Chimeric 7/15/6/9/0/5 41 % 624 PF07983.11 Y Y AtPRP13, AtPEX4 Potri.013G003500, PtAGP70I, PtAGP71I, PtAGP72I, PtAGP73I
Potri.002G059600 (POPTR_0002s06050) PtAGP70I Chimeric 0/1/4/7/0/3 47 % 255 PF07983.11 Y N AtPRP13 PtAGP73I, PtAGP71I, PtAGP72I, PtAGP63I, Potri.011G094400
Potri.001G353400 (POPTR_0001s34420) PtAGP71I Chimeric 1/7/5/9/1/5 49 % 286 PF07983.11 Y N AtPRP13 PtAGP72I, PtAGP70I, PtAGP73I, PtAGP63I, Potri.013G003500
Potri.011G078500 (POPTR_0011s02870) PtAGP72I Chimeric 1/7/5/10/1/1 46 % 304 PF07983.11 Y Y AtPRP13 PtAGP71I, PtAGP70I, Potri.013G003500, PtAGP63I, PtAGP73I
Potri.005G202400 PtAGP73I Chimeric 1/2/4/5/0/3 44 % 261 PF07983.11 Y N AtPRP13 PtAGP70I, PtAGP71I, PtAGP72I, PtAGP63I, Potri.013G003500

a Protein identifiers of the version 2.0 are shown in the parenthesis. Italics indicates a protein that was identified only by a BLAST search

b The domains indicated by the Pfam number are: PF14368.4, LTP_2 domain (Probable lipid transfer); PF06376.10, AGP domain (Arabinogalactan peptide); PF02469.20, Fasciclin domain (Fasciclin domain); PF02298.15, Cu_bind_like domain (Plastocyanin-like domain); PF00704.26, Glyco_hydro_18 domain (Glycoside hydrolase family 18); PF07983.11, X8 domain (X8 domain)

c Asterisk indicates a protein that is predicted to have a signal peptide either using the sensitive mode in the SignalP website or only if amino acids at the N terminus are discarded

d Expression data are shown only when available at http://bar.utoronto.ca/efppop/cgi-bin/efpWeb.cgi

e A locus ID indicates that it is not identified as an HRGP

Fig. 2.

Fig. 2

Protein sequences encoded by the representative AGP gene classes in Populus trichocarpa. The colored sequences at the N and C terminus indicate predicted signal peptides (green) and GPI anchor addition sequences (light blue) if present. AP, PA, SP, TP, VP, and GP repeats (yellow), lysine-rich regions (olive) and core fasciclin motif (dark green) are also indicated

The vast majority (97 %) of the identified AGPs were predicted to have a signal peptide and many (70 %) were predicted to have a GPI anchor, both of which are characteristic features of the AGP family. Of the 162 AGPs identified, only four FLAs were predicted to lack a signal peptide. A total of 114 of the 162 AGPs (70 %) were predicted to have a GPI anchor addition sequence. BLAST searches against the Arabidopsis protein database found that all but 21 of the putative AGPs were similar to at least one known Arabidopsis AGP, providing further evidence that these proteins are likely AGPs.

Extensins (EXTs)

Poplar had a smaller number of the classical EXTs containing large numbers of SPPPP repeats compared to Arabidopsis. For instance, a search for proteins with at least 15 SPPPP repeats in Arabidopsis found 21 “hits” while a similar search in poplar yielded only six, two of which are chimeric EXTs. The largest number of SPPPP repeats found in a single protein in poplar is 25, while in Arabidopsis one EXT contains 70 SPPPP repeats. Interestingly, although the abundance of these classical EXTs is decreased, many chimeric EXTs found in Arabidopsis were also in poplar in similar numbers, including the leucine-rich repeat extensins (LRXs) and proline-rich extensin-like receptor protein kinases (PERKs). By searching for proteins that contain at least two SPPP repeats, 162 poplar proteins were identified (Table 1). In all, 59 proteins identified in the search criteria were determined to be EXTs (Table 3). The only exception is a short EXT (i.e., Potri.T139000 or PtEXT33) identified by a BLAST search with one SPPPP that is homologous to several other short EXTs. These 60 proteins included 8 classical EXTs, 22 Short EXTs, 10 LRXs, 12 PERKs, 5 Formin Homology proteins (FHs), and 3 other chimeric EXTs (Fig. 3 and Additional file 2: Figure S2). YXY repeats were observed in 45 % of the EXT sequences; such sequences are involved in cross-linking EXTs [2933]. Twenty-seven of the 60 EXTs identified contained YXY sequences in which X is quite variable. In contrast, 40 of the 59 EXTs in Arabidopsis (i.e., 68 %) contained YXY sequences in which X was often V [16]. Many of the classical EXTs and some of the LRXs also contained a SPPPP or SPPPPP sequence and Y residue at the C-terminus of their sequences as previously observed in Arabidopsis EXTs [33].

Table 3.

Identification and analysis of EXT genes in Populus trichocarpa

Locus Identifier 3.0 (ID 2.0)a Name Class SP3/SP4/SP5/YXY Repeats Amino Acids Pfamb SPc GPI Organ/issue-specific Expression11 Arabidopsis HRGP BLAST Hits Poplar HRGP BLAST Hitse
Potri.018G050100 (POPTR 0018 s05480) PtEXT1 Classical EXT 1/6/4/5 190 PF04554.11 Y N Young leaf AtEXT22, AtEXT21 Potri.001G201800
Potri.001G019700 (POPTR 0001 s05720) PtEXT2 Classical EXT 1/21/0/11 213 Y N AtEXT3/5 PtEXT8
Potri.001G122100 (POPTR_0001 s00420) PtEXT3 Classical EXT 2/5/6/0 238 PF14547.4 Y N Male catkins AtPRP16, AtPRP15, AtPRP14, AtHAE4 Potri.013G128800, Potri.002G200100, Potri.018G025900, Potri.001G158400, Potri.014G059800
Potri.001G259600 (POPTR 0001 s26690) PtEXT4 Classical EXT 2/8/2/0 500 Y N AtAGP51C PtEXT7, AGP6C, AGP43P
Potri.001G020100 (POPTR 0001 s05740) PtEXT5 Classical EXT 1/22/0/13 257 Y N None PtEXT6, PtEXT8
Potri.001G019900 PtEXT6 Classical EXT 1/25/0/14 259 Y* N None PtEXT8, PtEXT5
Potri.001G260200 (POPTR_0001 s26680) PtEXT7 Classical EXT 4/6/1/0 222 Y N None AGP43P, AGP6C, PtEXT4, Potri.003G074200
Potri.001G020000 PtEXT8 Classical EXT 1/23/0/16 267 Y* N AtEXT3/5 PtEXT6, PtEXT5
Potri.010G001200 (POPTR_0010s003 50) PtEXT9 Short EXT 1/6/0/3 174 Y Y AtEXT37, AtEXT41 PtEXT24, Potri.008G129200, Potri.010G128900, Potri.008G117500, FLA21
Potri.010G113300 (POPTR_0010s12360) PtEXT10 Short EXT 0/2/0/0 131 Y N AtEXT31, AtEXT33 PtEXT23, Potri.006G106800, Potri.005G033000, Potri.001G371600, PossiblePtEXT5
Potri.T091000 PtEXT11 Short EXT 1/1/0/0 106 Y N None PtEXT12, PtEXT19, Potri.005G079400
Potri.013G045700 (POPTR 0013 s04290) PtEXT12 Short EXT 1/1/0/0 111 Y N None PtEXT11, PtEXT19
Potri.003G064900 (POPTR_0003 s063 50) PtEXT13 Short EXT 1/1/3/0 167 Y N AtEXT32, AtAGP57C, AtPERK5 PtEXT26, Potri.009G013500, Potri.006G276200
Potri.006G225400 (POPTR_0006s24190) PtEXT14 Short EXT 2/0/1/3 186 Y Y Male catkins, roots AtEXT38, AtEXT7 Potri.015G147200, Potri.008G168300, Potri.010G094700, Potri.012G144400, PtFH2
Potri.002G070100 PtEXT15 Short EXT 0/1/2/2 102 Y N AtEXT3/5, AtEXT1/4, AtEXT22 PtEXT20, Potri.017G110900, PtEXT1, PtLRX3
Potri.019G015900 (POPTR_0019s03210) PtEXT16 Short EXT 0/2/0/0 108 Y N None PtEXT18, PtEXT33, PtEXT17, Potri.019G015700, Potri.T139100
Potri.019G015800 (POPTR_0019s03200) PtEXT17 Short EXT 0/2/0/0 107 Y N Male catkins None PtEXT33, PtEXT18, PtEXT16, Potri.T139100, Potri.019G015700
Potri.019G016000 PtEXT18 Short EXT 0/2/0/0 116 Y N None PtEXT16, PtEXT33, PtEXT17, Potri.019G015700, Potri.T139100
Potri.019G017300 (POPTR_0019s03400) PtEXT19 Short EXT 0/2/0/0 110 Y* N Dark etiolated seedlings AtPERK6, AtAGP45P PtEXT11, PtEXT12, Potri.005G257000, Potri.010G244800, Potri.006G136900
Potri.005G190100 PtEXT20 Short EXT 1/2/0/2 115 Y N AtEXT3/5, AtEXT1/4, AtPRP3, AtPRP1 Potri.019G083200, Potri.013G112500, PtLRX3, Potri.007G090300, Potri.005G077700
Potri.014G124700 PtEXT21 Short EXT 0/2/0/0 168 Y N AtEXT34, AtEXT41, AtPERK3, AtPERK5 Potri.015G147200, Potri.012G144400, Potri.001G371600, Potri.004G143700, PtFH2
Potri.T082000 PtEXT22 Short EXT 1/1/1/0 177 Y* N None PtAEH4, PtEXT28, PtEXT27, Potri.001G042100, Potri.008G043900
Potri.008G129100 (POPTR_0008s12800) PtEXT23 Short EXT 0/3/0/0 155 Y Y Female catkins, xylem AtEXT31, AtEXT33, AtPAG10 PtEXT10, Potri.010G094700, Potri.015G147200, Potri.006G163700, Potri.018G086100
Potri.008G213600 (POPTR_0008s22980) PtEXT24 Short EXT 0/1/1/2 172 Y Y Male catkins AtEXT37, AtPERK6, AtEXT41 PtEXT9, Potri.008G129200, PossiblePtEXT15, Potri.010G094700, Potri.004G143700
Potri.008G125400 (POPTR_0008s12430) PtEXT25 Short EXT 2/0/0/0 80 Y* N None Potri.005G239200, Potri.010G094700, Potri.010G006800, Potri.002G189300, Potri .005G239200
Potri.001G169200 (POPTR 0001 s16930) PtEXT26 Short EXT 0/0/2/0 147 Y N None PtEXT13, Potri.010G006800
Potri.001G042200 (POPTR 0001 s03370) PtEXT27 Short EXT 2/2/0/1 177 Y N None PtEXT28, PtEXT22, PtAEH4, Potri.001G042100, Potri.001G316500
Potri.T179500 (POPTR_0523s00220) PtEXT28 Short EXT 1/0/1/0 176 Y* N None PtAEH4, PtEXT22, PtEXT27, Potri.001G042100, Potri.005G030300
Potri.T101300 (POPTR_0017 s06820) PtEXT29 Short EXT 0/2/0/0 151 Y* N AtAGP56C Potri.007G120100, Potri.002G054100, Potri.001G371600, Potri.015G147200, Potri.002G235500
Potri.T139000 PtEXT33 Short EXT 0/1/0/0 107 Y N None PtEXT17, PtEXT18, PtEXT16, Potri.019G015700, Potri.T139100
Potri.009G108100 (POPTR_0009s 11130) PtLRX1 Chimeric 5/16/6/1 982 PF13855.4 Y N Female catkins AtPEX3, AtPEX1, AtPEX4, AtPEX2, AtLRX4 PtLRX2, PtLRX10, PtLRX3, PtLRX6, PtLRX7
Potri.004G146400 (POPTR_0004s15360) PtLRX2 Chimeric 2/19/1/1 603 PF13855.4 Y N Male catkins AtPEX3, AtPEX4, AtPEX1, AtPEX2, AtLRX4 PtLRX1, PtLRX10, PtLRX3, PtLRX4, PtLRX7
Potri.006G081200 PtLRX3 Chimeric 2/1/3/0 584 PF13855.4 PF08263.10 Y* N AtLRX2, AtLRX1, AtLRX4, AtLRX3, AtLRX5 PtLRX7, PtLRX6, PtLRX4, PtLRX2, PtLRX10
Potri.006G245600 (POPTR_0006s26190) PtLRX4 Chimeric 2/2/5/1 549 PF08263.10 Y N Xylem AtLRX4, AtLRX3, AtLRX5, AtLRX7, AtLRX6 PtLRX8, PtLRX5, PtLRX9, PtLRX6, PtLRX3
Potri.006G162300 (POPTR_0024s00730) PtLRX5 Chimeric 2/3/3/0 569 PF13855.4 Y N Male catkins AtLRX4, AtLRX3, AtLRX2, AtLRX1, AtPEX4 PtLRX9, PtLRX6, PtLRX4, PtLRX8, PtLRX3
Potri.018G075900 (POPTR_0018s06150) PtLRX6 Chimeric 1/2/5/0 509 PF13855.4 Y N Male catkins, young leaf, xylem AtLRX3, AtLRX5, AtLRX2, AtLRX7, AtLRX1 PtLRX5, PtLRX9, PtLRX4, PtLRX8, PtLRX3
Potri.018G151000 (POPTR_0018s14790) PtLRX7 Chimeric 1/6/1/0 481 PF08263.10 PF13855.4 Y N Male catkins AtLRX2, AtLRX1, AtLRX4, AtLRX3, AtLRX5 PtLRX3, PtLRX6, PtLRX5, PtLRX9, PtLRX4
Potri.018G035100 (POPTR_0018s01010) PtLRX8 Chimeric 0/3/2/1 496 PF08263.10 Y N Male catkins AtLRX4, AtLRX3, AtLRX5, AtLRX7, AtLRX6 PtLRX4, PtLRX6, Potri.010G083000, PtLRX3, PtLRX7
Potri.T016600 (POPTR_0028s00200) PtLRX9 Chimeric 2/3/4/0 573 PF13855.4 Y N Male catkins AtLRX4, AtLRX3, AtLRX2, AtLRX1, AtPEX4 PtLRX5, PtLRX6, PtLRX8, PtLRX3, PtLRX7
Potri.014G036700 (POPTR_0014s03600) PtLRX10 Chimeric 1/5/1/1 474 PF13855.4 Y N Male catkins AtPEX3, AtPEX1, AtPEX4, AtPEX2, AtLRX4 PtLRX2, PtLRX1, PtLRX3, PtLRX7, Potri.007G139200
Potri.010G041400 (POPTR_0010s05110) PtPERK1 Chimeric 5/0/2/1 700 PF07714.15 N N AtPERK13, AtPERK12, AtPERK11, AtPERK10, AtPERK8 PtPERK11,PtPERK3, PtPERK6, PtPERK3, PtPERK12
Potri.010G132900 (POPTR_0010s14290) PtPERK2 Chimeric 5/4/2/1 765 PF00069.23 N N AtPERK8, AtPERK13, AtPERK1, AtPERK15, AtPERK4 PtPERK12, PtPERK11, PtPERK1, PtPERK8, PtPERK10
Potri.017G110400 (POPTR_0017s14140) PtPERK3 Chimeric 5/5/0/1 724 PF07714.15 N N Dark etiolated and light-grown seedlings AtPERK8, AtPERK10, AtPERK13, AtPERK12, AtPERK3 PtPERK6, PtPERK12, PtPERK2, PtPERK1, PtPERK11
Potri.009G115200 (POPTR_0009s 11810) PtPERK4 Chimeric 1/6/2/1 649 PF07714.15 N N Male catkins AtPERK5, AtPERK4, AtPERK15, AtPERK3, AtPERK13 PtPERK10, PtPERK9, PtPERK8, Potri.001G183000, Potri.T140000
Potri.004G153600 (POPTR_0004s16100) PtPERK5 Chimeric 3/3/3/1 656 PF07714.15 N N AtPERK5, AtPERK7, AtPERK4, AtPERK6, AtPERK15 PtPERK4, PtPERK10, PtPERK9, PtPERK8, Potri.001G183000
Potri.004G105200 (POPTR_0004s10490) PtPERK6 Chimeric 6/4/0/2 724 PF07714.15 N N Dark etiolated seedlings AtPERK10, AtPERK12, AtPERK13, AtPERK3, AtPERK15 PtPERK3, PtPERK2, PtPERK1, PtPERK11, PtPERK10
Potri.006G242800 PtPERK7 Chimeric 2/0/0/1 706 PF07714.15 N N AtPERK1, AtPERK5, AtPERK14, AtPERK15, AtPERK3 PtPERK10, PtPERK9, Potri.001G183000, Potri.003G053300, Potri.T140000
Potri.018G081300 (POPTR_0018s08800) PtPERK8 Chimeric 0/2/2/0 672 PF07714.15 N N Xylem AtPERK1, AtPERK4, AtPERK5, AtPERK15, AtPERK6 Potri.001G183000, PtPERK10, PtPERK9, Potri.003G053300, PtPERK5
Potri.007G027000 (POPTR_0007s12680) PtPERK9 Chimeric 2/3/5/1 639 PF07714.15 N N AtPERK5, AtPERK7, AtPERK6, AtPERK15, AtPERK13 PtPERK10, PtPERK8, PtPERK5, Potri.003G053300, Potri.T140000
Potri.005G124400 (POPTR_0005s12590) PtPERK10 Chimeric 2/1/5/0 592 PF07714.15 N N Female catkins, male catkins AtPERK4, AtPERK5, AtPERK7, AtPERK6, AtPERK1 PtPERK9, PtPERK8, PtPERK5, PtPERK4, Potri.001G183000
Potri.008G189700 (POPTR_0008s19400) PtPERK11 Chimeric 5/3/1/1 733 PF07714.15 N N Male catkins AtPERK13, AtPERK11, AtPERK8, AtPERK10, AtPERK15 PtPERK1, PtPERK3, PtPERK6, PtPERK12, PtPERK2
Potri.008G111600 (POPTR_0008s11080) PtPERK12 Chimeric 0/6/2/1 728 PF07714.15 N N AtPERK13, AtPERK1, AtPERK5, AtPERK15, AtPERK3 PtPERK2, PtPERK1, PtPERK8, PtPERK11, Potri.001G183000
Potri.003G103800 (POPTR_0003 s10280) PtFH1 Chimeric 1/0/2/0 1226 PF02181.21 PF10409.7 N N Female catkins, male catkins None Potri.018G019600, PtFH5, Potri.018G108000, Potri.006G263700, Potri.015G061000
Potri.011G131700 (POPTR 0011 s13510) PtFH2 Chimeric 1/0/2/0 987 PF02181.21 Y N Roots None Potri.001G416100, Potri.007G119900, Potri.007G054900, PtFH4, Potri.017G009900
Potri.002G240200 (POPTR_0002s24130) PtFH3 Chimeric 1/0/1/0 1066 PF02181.21 Y N Young leaf, male catkins None PtFH4, Potri.007G140200, Potri.017G009900, Potri.007G054900, Potri.013G017900
Potri.014G174700 (POPTR_0014s17310) PtFH4 Chimeric 0/0/2/0 1071 PF02181.21 Y N Roots, light-grown seedling AtPERK5 PtFH3, Potri.007G140200, Potri.017G009900, Potri.007G054900, Potri.013G017900
Potri.012G067900 (POPTR_0012s06980) PtFH5 Chimeric 0/0/2/0 1400 PF10409.7 PF02181.21 N N Xylem, male catkins None Potri.015G061000, Potri.018G019600, Potri.006G185500, Potri.018G108000, PtFH1
Potri.009G145700 (POPTR_0009s14810) PtEXT30 Chimeric 5/0/0/0 467 PF06830.9 Y N Male catkins, roots AtEXT51 Potri.009G097400, Potri.012G145400, Potri.011G127900, Potri.009G012600, Potri.009G012500
Potri.014G115700 (POPTR_0014s11110) PtEXT31 Chimeric 8/0/0/0 526 PF00295.15 Y* N Roots None Potri.002G190600, Potri.005G005500, Potri.013G005000, Potri.010G152000, Potri.008G100500
Potri.011G066900 (POPTR_0011s07300) PtEXT32 Chimeric 0/1/2/2 498 PF00112.21 PF00396.16 PF08246.10 Y N Female catkins, male catkins AtAGP4C Potri.011G066800, Potri.004G057700, Potri.005G232900, Potri.014G024100, Potri.001G302100
Potri.004G024500 PtAEH1 AGP EXT Hybrid 0/1/1/1 673 PF01657.15 PF07714.15 Y N None Potri.004G024600, PtAEH2, Potri.004G025800, Potri.011G028400, Potri.004G025900
Potri.004G024800 PtAEH2 AGP EXT Hybrid 0/1/1/1 678 PF01657.15 PF07714.15 Y N None Potri.004G024600, Potri.004G025800, PtAEH1, Potri.011G028400, Potri.004G025900
Potri.003G082300 (POPTR_0003 s08030) PtAEH3 AGP EXT Hybrid 2/0/0/0 188 Y* Y Dark and light-grown seedlings, young leaf AtPRP1 Potri.005G191900, Potri.016G025300, Potri.004G162500, PossibleHybrid2, Potri.015G147200
Potri.003G184500 PtAEH4 AGP EXT Hybrid 1/1/1/0 177 Y* N None PtEXT22, PtEXT28, PtEXT27, Potri.001G042100, Potri.019G047600

a Protein identifiers of the version 2.0 are shown in the parenthesis. Italics indicates a protein that was identified only by a BLAST search

b The domains indicated by the Pfam number are: PF04554.11, Extensin_2 domain (Extensin-like region); PF14547.4, Hydrophob_seed domain (Hydrophobic seed protein); PF13855.4, LRR_8 domain (Leucine rich repeat); PF08263.10, LRRNT_2 domain (Leucine rich repeat N-terminal domain); PF07714.15, Pkinase_Tyr domain (Protein tyrosine kinase); PF00069.23, Pkinase domain (Protein kinase domain); PF02181.21, FH2 domain (Formin Homology 2 Domain); PF10409.7, PTEN_C2 domain (C2 domain of PTEN tumour-suppressor protein); PF06830.9, Root_cap domain (Root cap); PF00295.15, Glyco_hydro_28 domain (Glycoside hydrolase family 28); PF00112.21, Peptidase_C1 domain (Papain family cysteine protease); PF00396.16, Granulin domain (Granulin); PF08246.10, Inhibitor_I29 domain (Cathepsin propeptide inhibitor domain); PF01657.15, Stress-antifung domain (Salt stress response/antifungal); PF07714.15, Pkinase_Tyr domain (Protein tyrosine kinase)

c Asterisk indicates a protein that is predicted to have a signal peptide either using the sensitive mode in the SignalP website or only if amino acids at the N terminus are discarded

d Expression data are shown only when available at http://bar.utoronto.ca/efppop/cgi-bin/efpWeb.cgi

e A locus ID indicates that it is not identified as an HRGP

Fig. 3.

Fig. 3

Protein sequences encoded by the representative EXT gene classes in Populus trichocarpa. The colored sequences at the N and C terminus indicate predicted signal peptides (green) and GPI anchor addition sequences (light blue) if present in the sequences. The SP3 (blue), SP4 (red), SP5 (purple), and YXY (dark red) repeats are also indicated in the sequences. The sequences typical of AGPs, specifically AP, PA, SP, TP, VP, and GP repeats, are also indicated (yellow)

In addition to the presence of SPPP and SPPPP repeats, the presence of a signal peptide was another factor in determining if a protein was considered an EXT. As with the AGPs, all the potential EXTs identified by the search were examined for signal peptides and GPI anchors. Signal peptides are known to occur in EXTs, but certain chimeric EXTs, notably the PERKs, lack a signal peptide [34]. In total, 46 of the 60 EXTs (77 %) identified have a signal peptide. Only four EXTs with GPI anchor addition sequences were identified, all of which were classified as short EXTs. This novel class of short EXTs with GPI anchor addition sequences was also observed in Arabidopsis [16].

Because EXTs were identified by searching for proteins with at least two SPPP sequences, many proteins were identified that contain only a few SPPP or SPPPP repeats among a much larger protein sequence. Many of these potential chimeric EXTs are not included in Table 3, but the sequences are available in Additional file 3: Figure S3 for further review. These may in fact be chimeric EXTs, but many lack a signal peptide and have only a few SPPP or SPPPP repeats among a much larger protein that does not belong to a class of previously characterized chimeric EXTs, such as PERKs, LRXs, or FHs.

Proline-rich Proteins (PRPs)

PRPs were identified by searching for proteins that contain at least 45 % PVKCYT or contain two or more repeated motifs (PPVX[KT] or KKPCPP) (Table 1). Although this search generates a large number of false positives and proteins identified as AGPs and EXTs by other searches as described above, it was effective in the identification of PRPs in Arabidopsis [16]. Of the 240 poplar proteins meeting the 45 % PVKCYT criteria, 20 of the proteins were determined to be PRPs based on sequence analysis, the presence of a signal peptide, and BLAST analysis. The PPVX[KT] motif search returned 29 candidate proteins of which four were determined to be PRPs, while the other motif (KKPCPP) search returned no candidate protein despite its effectiveness in Arabidopsis (Table 4 and Additional file 4: Figure S4). Additional proteins were identified by BLAST searches that fall below the 45 % threshold. Some of these proteins were also determined to be PRPs based on a spectrum of information, including the presence of a signal peptide and Pfam domains, the number of motif repeats, and BLAST hits against Arabidopsis HRGPs. BLAST searches against the Arabidopsis database were particularly beneficial in determining if a protein was a PRP. In total, 49 proteins were determined as PRPs, including 16 PRPs, 30 PR-peptides, and three chimeric PRPs (Fig. 4 and Additional file 4: Figure S4). Indeed, each of the 49 putative PRPs identified here is similar to at least one PRP previously identified in Arabidopsis [16].

Table 4.

Identification and analysis of PRP genes in Populus trichocarpa

Locus Identifier 3.0 (ID 2.0)a Name Class % PVKCYT PPV/PPLP/PELPK Repeats Amino Acids Pfamb SPc GPI Organ/issue - Specific Expressiond Arabidopsis HRGP BLAST Hits Poplar HRGP BLAST Hitse
Potri.004G168600 (POPTR 0004 s17590) PtPRP1 PRP 64 % 24/8/0 554 PF01190.15 Y N Dark etiolated seedlings AtPRP2, AtPRP1, AtPRP11 PtPRP6, PtPRP32, PtPRP33, PtPRP143, Potri.016G006200
Potri.016G015500 (POPTR_0016s01720) PtPRP2 PRP 70 % 13/0/0 449 PF14547.4 Y N Dark and +3 h light etiolated seedlings AtPRP18, AtPEX4 Potri.012G076700, Potri.015G071500, Potri.019G083900, Potri.T155100, Potri.005G239100
Potri.014G126200 (POPTR 0014 s12100) PtPRP3 PRP 51 % 0/0/0 372 PF01190.15 Y N AtPRP9, AtPRP10 PtPRP24, PtPRP22, PtPRP28, PtPRP26, PtPRP21
Potri.014G126500 (POPTR_0014s12120) PtPRP4 PRP 52 % 0/0/0 366 PF01190.15 Y N AtPRP7, AtPRP3, AtPRP1, AtAGP30I, AtAGP31I PtPRP35, PtPRP3, PtPRP4, Potri.014G126300, PtPRP39
Potri.018G126000 (POPTR 0018 s12630) PtPRP5 PRP 62 % 15/9/0 310 PF14547.4 Y* N AtPRP9, AtPRP10, AtPERK15 PtPRP44, PtPRP42, PtPRP41, PtPRP43, Potri.011G060200
Potri.009G129900 (POPTR 0009 s13250) PtPRP6 PRP 48 % 2/1/0 283 PF01190.15 Y* N AtPRP9, AtPRP10, AtPRP1 Potri.019G082700, PtPRP21, PtPRP26, PtPRP18, PtPRP28
Potri.003G111300 (POPTR 0003 s11060) PtPRP7 PRP 46 % 4/1/0 234 PF14547.4 Y* N Male catkins AtPRP9, AtPRP10, AtPRP15 PtPRP27, PtPRP30, PtPRP21, PtPRP26, PtPRP22
Potri.006G008300 PtPRP8 PRP 59 % 8/0/0 234 PF14547.4 Y N AtPRP9, AtPRP10 PtPRP49, PtPRP26, PtPRP22, PtPRP23, PtPRP24
Potri.T162800 (POPTR 0006 s01030) PtPRP9 PRP 50 % 2/0/0 216 PF14547.4 Y N AtPRP9, AtPRP10 PtPRP48, PtPRP26, PtPRP22, PtPRP28, PtPRP23
Potri.006G008600 PtPRP10 PRP 53 % 4/0/0 214 PF14547.4 Y N Young leaf AtPRP16, AtPRP14, AtPRP17, AtPRP15, AtHAE4 PtPRP15, PtPRP13, PtPRP5, PtPRP11, Potri.018G025900
Potri. 002G201800 (POPTR 0002 s20290) PtPRP34 PRP 37 % 0/0/0 213 PF01190.15 Y N Young leaf, male catkins AtPRP9, AtPRP10 PtPRP22, PtPRP23, PtPRP26, PtPRP24, PtPRP29
Potri. 017G145800 (POPTR 0017 s01230) PtPRP35 PRP 42 % 0/0/0 272 PF01190.15 Y N AtPRP9, AtPRP10 PtPRP22, PtPRP26, PtPRP21, PtPRP23, PtPRP24
Potri. 001G060500 (POPTR_0001s13450) PtPRP38 PRP 39 % 0/7/0 332 PF01190.15 Y N Dark and +3 h light etiolated seedlings AtPRP11, AtAGP31I, AtPRP1 PtPRP33, PtPRP36, Potri.001G326200, Potri.017G068400, PtPRP38
Potri. 003G167100 (POPTR_0003s16550) PtPRP40 PRP 39 % 0/2/0 299 PF01190.15 Y N Female catkins AtPRP7, AtPRP1, AtPRP3, AtAGP30I, AtAGP31I PtPRP34, PtPRP4, PtPRP3, Potri.014G126300, PtPRP39
Potri.007G114400 PtPRP44 PRP 43 % 0/1/10 275 Y N Roots AtPRP7, AtPRP3, AtPRP1, AtAGP30I, AtAGP31I PtPRP34, PtPRP35, PtPRP4, PtPRP3, Potri.014G126300
Potri. 013 G111600 (POPTR 0013 s11600) PtPRP46 PRP 39 % 0/4/0 216 Y N AtPRP9, AtPRP10, AtPERK5 PtPRP45, PtPRP44, PtPRP42, PtPRP43, PtPRP28
Potri.006G065500 (POPTR 0006 s06430) PtPRP11 PR Peptide 56 % 5/2/0 198 PF14547.4 Y N Dark and +3 h light etiolated seedlings AtPRP7, AtPRP3, AtPRP1, AtAGP30I, AtPRP9 PtPRP4, PossiblePtPRP6, Potri.002G201700, PtPRP34, PtPRP35
Potri.001G350600 (POPTR_0001s34750) PtPRP12 PR Peptide 63 % 6/0/0 191 PF02704.12 Y N AtPRP7, AtPRP3, AtPRP1, AtPRP9, AtAGP30I PtPRP3, PossiblePtPRP6, Potri.002G201700, PtPRP34, PtPRP35
Potri.T162900 (POPTR_0006s01020) PtPRP13 PR Peptide 52 % 4/0/0 184 PF14547.4 Y N Young leaf AtPRP15, AtPRP14, AtPRP17, AtPRP2, AtPRP1 PtPRP11, PtPRP7, PtPRP13, PtPRP15, PtPRP8
Potri.010G072200 (POPTR 0010 s08290) PtPRP14 PR Peptide 50 % 6/0/0 179 PF02095.13 Y N Mature leaf AtPRP2, AtPRP4, AtPRP11 PtPRP1.8, PtPRP32, PtPRP33, PtPRP36, Potri.005G041400
Potri.006G008500 PtPRP15 PR Peptide 53 % 4/0/0 179 PF14547.4 Y N Roots AtPRP14, AtPRP15, AtPRP16, AtPRP17 PtPRP11, PtPRP5, PtPRP2, PtPRP13, PtPRP15
Potri.007G113900 (POPTR_0007s03420) PtPRP16 PR Peptide 47 % 0/4/0 130 Y N AtPRP16, AtPRP17, AtPRP15, AtPRP14, AtHAE4 PtPRP15, PtPRP13, PtPRP9, PtPRP2, PtPRP11
Potri.007G114100 (POPTR_0007s03400) PtPRP17 PR Peptide 46 % 0/3/0 119 Y N AtPRP16, AtPRP17, AtPRP14, AtPRP15, AtHAE4 PtPRP10, PtPRP13, PtPRP8, PtPRP2, PtPRP11
Potri.007G113700 (POPTR_0007s03440) PtPRP18 PR Peptide 47 % 0/4/0 119 Y N AtPRP16, AtPRP17, AtPRP14, AtPRP15, AtAGP30I PtPRP9, PtPRP13, PtPRP8, PtPRP2, PtPRP15
Potri.017G047400 (POPTR_0017s07470) PtPRP19 PR Peptide 46 % 0/3/0 113 Y N Dark etiolated seedlings, light-grown seedling AtPRP15, AtPRP14, AtPRP17, AtPRP2 PtPRP5, PtPRP7, PtPRP13, PtPRP15, PtPRP8
Potri.019G082600 (POPTR_0019s11220) PtPRP20 PR Peptide 45 % 0/4/0 112 Y N light-grown seedling AtPRP16, AtPRP17, AtPRP14, AtPRP15, AtHAE4, PtPRP15, PtPRP8, PtPRP10, PtPRP9, PtPRP11
Potri.017G047200 (POPTR_0017s07450) PtPRP21 PR Peptide 43 % 0/3/0 130 Y N Young leaf, male catkins AtPRP1, AtPRP2, AtPEX4 Potri.004G110100, Potri.010G211100, Potri.004G109000, Potri.T018900, Potri.004G109900
Potri.017G045800 (POPTR_0017 s07310) PtPRP22 PR Peptide 43 % 0/3/0 116 Y N AtPRP16, AtPRP17, AtPRP14, AtPRP15, AtHAE4, AtPERK5 PtPRP13, PtPRP10, PtPRP2, PtPRP9, PtPRP11
Potri.017G046700 (POPTR 0017 s07400) PtPRP23 PR Peptide 40 % 0/3/0 116 Y N AtPRP9, AtPRP10, AtPRP15 PtPRP21, PtPRP26, PtPRP31, Potri.017G046800, PtPRP27
Potri.017G046400 (POPTR 0017 s07370) PtPRP24 PR Peptide 43 % 0/3/0 116 Y N Roots AtPRP9, AtPRP10 PtPRP21, PtPRP30, PtPRP27, Potri.017G046800, PtPRP18
Potri.017G045900 (POPTR 0017 s07320) PtPRP25 PR Peptide 43 % 0/3/0 116 Y N AtPRP9, AtPRP10, AtPRP15 PtPRP19, PtPRP21, PtPRP27, PtPRP30, Potri.017G046800
Potri.017G047000 (POPTR_0017 s07430) PtPRP26 PR Peptide 42 % 0/3/0 116 Y N AtPRP9, AtPRP10 PtPRP18, PtPRP21, Potri.017G046800, PtPRP27, PtPRP30
Potri.017G047100 PtPRP27 PR Peptide 44 % 0/4/0 134 Y N Female catkins AtPRP9, AtPRP10, AtPRP15 PtPRP21, PtPRP18, PtPRP26, PtPRP37, PtPRP19
Potri.017G045600 (POPTR 0017 s07290) PtPRP28 PR Peptide 44 % 0/3/0 126 Y N Roots AtPRP9, AtPRP10 PtPRP30, Potri.017G046800, PtPRP27, PtPRP18, PtPRP17
Potri.017G046100 (POPTR 0017 s07340) PtPRP29 PR Peptide 42 % 0/3/0 116 Y N AtPRP9, AtPRP10 PtPRP26, PtPRP25, PtPRP24, PtPRP23, PtPRP29
Potri.T178800 (POPTR 2000 s00200) PtPRP30 PR Peptide 42 % 0/4/0 135 Y N Xylem AtPRP9, AtPRP10 PtPRP22, PtPRP23, PtPRP26, PtPRP21, PtPRP28
Potri.007G114200 (POPTR 0007 s03390) PtPRP31 PR Peptide 44 % 0/4/0 121 Y N AtPRP9, AtPRP10 PtPRP22, PtPRP26, PtPRP21, PtPRP23, PtPRP28
Potri. 017G045000 PtPRP37 PR Peptide 40 % 0/3/0 105 Y N Roots AtPRP9, AtPRP10, AtPRP15 PtPRP16, PtPRP21, PtPRP26, Potri.017G046800, PtPRP27
Potri. 002G201900 (POPTR_0002s20300) PtPRP39 PR Peptide 33 % 0/0/0 179 PF01190.15 Y N AtPRP11, AtAGP31I, AtPRP1 PtPRP32, PtPRP36, Potri.001G326200, Potri.017G068400, PtPRP38
Potri. 017G044800 (POPTR_0017s07230) PtPRP41 PR Peptide 34 % 0/1/3 112 Y N Young leaf, male catkins AtPRP11, AtPRP1, AtAGP31I, AtPRP2 PtPRP32, Potri .001G326200, Potri.017G068400, PtPRP38, PtPRP40
Potri. 017G044900 PtPRP42 PR Peptide 39 % 0/0/5 109 Y N AtPRP9, AtPRP10 PtPRP26, PtPRP21, PtPRP22, PtPRP28, PtPRP23
Potri. 018G146200 PtPRP43 PR Peptide 42 % 0/1/2 114 Y N Young leaf AtPRP9 PtPRP40, Potri.017G068400, Potri.001G326200, PtPRP32, PtPRP33
Potri.007G114700 (P0PTR_0007s03340) PtPRP45 PR Peptide 38 % 0/0/4 107 Y N AtPRP11 PtPRP38, Potri.017G068400, Potri.001G326200, PtPRP33, PtPRP32
Potri. 017G046800 (POPTR 0017 s07440) PtPRP47 PR Peptide 41 % 0/5/0 174 Y* N AtPRP9, AtPRP10, AtPEX2 PtPRP45, PtPRP44, PtPRP43, PtPRP41, PtPRP18
Potri. 017G045700 (POPTR 0017 s07300) PtPRP48 PR Peptide 38 % 0/2/0 97 Y N AtPRP9, AtPRP10 PtPRP44, PtPRP45, PtPRP42, PtPRP41, PtPRP37
Potri. 017G046500 (POPTR 0017 s07380) PtPRP49 PR Peptide 38 % 0/3/0 97 Y* N AtPRP10, AtPRP9, AtPEX2 PtPRP45, PtPRP43, PtPRP42, PtPRP41, Potri.017G052100
Potri. 004G114300 (POPTR 0004 s11300) PtPRP32I Chimeric 41 % 2/5/0 319 PF01190.15 Y N AtPRP9, AtPRP10 PtPRP22, PtPRP21, PtPRP23, PtPRP28, PtPRP24
Potri. 004G114400 PtPRP33I Chimeric 41 % 0/6/0 365 PF01190.15 Y N AtPRP9, AtPRP10 PtPRP30, Potri.017G046800, PtPRP21, PtPRP17, PtPRP18
Potri. 017G100600 (POPTR_0017s13490) PtPRP36I Chimeric 43 % 0/5/0 410 PF01190.15 Y N AtPRP9, AtPRP10 PtPRP27, PtPRP21, Potri.017G046800, PtPRP17, PtPRP18

a Protein identifiers of the version 2.0 are shown in the parenthesis. Italics indicates a protein that was identified only by a BLAST search

b The domains indicated by the Pfam number are: PF01190.15, Pollen_Ole_e_I domain (Pollen proteins Ole e I like); PF14547.4, Hydrophob_seed domain (Hydrophobic seed protein); PF02704.12, GASA domain (Gibberellin regulated protein); PF02095.13, Extensin_1 domain (Extensin-like protein repeat)

c Asterisk indicates a protein that is predicted to have a signal peptide either using the sensitive mode in the SignalP website or only if amino acids at the N terminus are discarded

d Expression data are shown only when available at http://bar.utoronto.ca/efppop/cgi-bin/efpWeb.cgi

e A locus ID indicates that it is not identified as an HRGP

Fig. 4.

Fig. 4

Protein sequences encoded by the representative PRP gene classes in Populus trichocarpa. The colored sequences at the N terminus indicate predicted signal peptides (green). PPV (pink) repeats typical of PRPs are indicated. The sequences typical of AGPs, specifically AP, PA, SP, TP, VP, and GP repeats, are also indicated (yellow) if present

Interestingly, 30 short PRPs were identified in poplar, most of which contain a single SPPP repeat at the C-terminus. Nearly all of the 30 proteins show similarity to AtPRP9 and AtPRP10 based on BLAST searches. These novel 30 proteins were grouped into a new class known as the proline-rich peptides (PR peptides) due to their much shorter amino acid length compared to the typical PRPs identified. These PR peptides can be further subdivided based on the presence of two pentapeptide repeat sequences, PPLP and PELPK. The PPLP repeat is present in 23 of these PR peptides and in a few other PRPs and chimeric PRPs, while the PELPK repeat is found only in one PRP and four PR peptides including two that contain PPLP repeats. It is also interesting to note that the 23 genes encoding the PPLP-containing PR peptides are clustered on chromosome 17, while the genes encoding only the PELPK-containing PR peptides are clustered on chromosome 7. All of the 49 PRPs had a predicted signal peptide, while none had a GPI anchor predicted.

Discussion

A Bioinformatics Approach for Identifying HRGPs

As more plant genome sequencing projects are completed, vast amounts of biological data are being generated. Bioinformatics and in particular the BIO OHIO 2.0 program, which was recently revised and improved to provide a more rapid, reliable, and efficient method to identify proteins with biased amino acid compositions and known repetitive motifs [16, 22]. For instance, the BIO OHIO/Prot-Class program can search through over 73,000 proteins in the poplar proteomic database and identify those containing at least 50 % PAST in one minute. Using the various search criteria, we have predicted 271 HRGPs in poplar, including 162 AGPs, 60 EXTs, and 49 PRPs.

Although HRGPs were identified primarily through searching for biased amino acid compositions and repetitive motifs, the possibility that other HRGPs could be found in the poplar genome exists. Not all AGPs meet the 50 % PAST threshold, for instance, one classical AGP, PtAGP51C, contains only 49 % PAST. Similar problems exist for identifying chimeric AGPs. Because these proteins may contain only a small AGP region within a much larger sequence, they are likely to contain less than 50 % PAST. The possibility remains that other classes of chimeric AGPs or individual proteins that contain AGP-like regions exist and were not identified by the search parameters used in this study. A similar problem could exist for AG peptides that fall below the 35 % PAST cut-off or for PRPs that fall below 45 % PVKCYT.

One possible solution is to simply lower the thresholds and continue to search, but the number of false positives increases markedly as thresholds are lowered, making such searches less feasible. For instance, lowering the threshold for the AG peptide search to 30 % would identify 877 proteins compared to the 194 identified with a 35 % threshold.

In such a scenario, BLAST provides an alternative means to find additional candidate proteins. When using identified proteins as queries, BLAST is effective in finding a few related family members. For example, when using identified FLAs as queries, BLAST is capable of finding additional FLAs that don’t meet the criteria of the BIO OHIO 2.0 program. However, it is not particularly effective in finding other members of HRGP superfamily and thus could not be utilized in a comprehensive manner.

Indeed, a bioinformatics search that identifies HRGPs, especially chimeric HRGPs without also identifying a very large number of false positives remains difficult. Nevertheless, the search parameters and BLAST searches used here provide an efficient means to identify HRGPs and distinguish them from a limited number of false positive sequences. Of course, future molecular and biochemical analysis of the HRGPs predicted from this study will be necessary to validate these predictions more completely and elucidate their biological functions. Only when such work is completed will it become possible to conclusively distinguish HRGPs from false positive sequences.

HRGPs exist as a spectrum of proteins

Although HRGPs are divided into AGPs, EXTs, and PRPs, the distinction between these categories is not always clear, since many HRGPs appear to exist as members of a spectrum of proteins rather than distinct categories. Indeed, several HRGPs identified here as well as some previously identified in Arabidopsis have characteristics of multiple families and can be considered hybrid HRGPs. For instance, many of the PRPs identified here, particularly some chimeric PRPs, also contain dipeptide repeats that are characteristic of AGPs. As such, it is difficult to determine if these should be considered as AGPs, PRPs, or classified as a hybrid HRGP. Determining whether these are actually AGPs or PRPs would depend on whether the proline residues are hydroxylated and subsequently glycosylated with arabinogalactan polysaccharides, which are characteristic of AGPs. Similarly, PtEXT4 also contains large numbers of characteristic AGP repeats (Additional file 2: Figure S2). In addition, BLAST searches revealed that it is similar in sequence to AtAGP51. Given that it contains many SPPP and SPPPP repeats, it was classified as an EXT. However, there is a possibility that this protein may also be glycosylated with the addition of AG polysaccharides, in which case it could potentially be grouped as a hybrid HRGP. Another example is the novel class identified here as the PR peptides (Table 4). Although grouped here as PRPs, these short sequences (i.e., PtPRP16-31 and PtPRP37) also contain a SPPP sequence characteristic of an EXT as well as the dipeptide repeats characteristic of AGPs, particularly AP, PA, and VP (Additional file 4: Figure S4).

Other difficulties arise when chimeric HRGPs are considered. For instance, the plastocyanins range from those that contain a majority of AGP repeats and easily pass the 50 % PAST test to those that contain only a few AP, PA, SP, VP, and GP repeats to those that contain no characteristic AGP repeats. The exact cutoff between proteins that are considered chimeric AGPs and those that are simply plastocyanin proteins is difficult to determine. Again, biochemical studies would be required to examine which of the proteins are actually glycosylated to make a final determination for classification. However, all those proteins annotated here as PAGs have at least a few characteristic AGP repeats, contain a signal peptide, and most have predicted GPI membrane anchor addition sequences, all of which is consistent with the chimeric AGP designation (Additional file 1: Figure S1).

A similar situation also exists for the chimeric EXTs, such as the PERKs and LRXs. How many SPPP or SPPPP repeats are required for a protein to be considered a LRX and not simply a leucine-rich repeat (LRR) protein? Here the cutoff was arbitrarily set to at least two repeats. As such, there may be LRR proteins that contain one SPPP that are not considered here as LRXs. Another example which illustrates this classification difficulty concerns the four proteins (PtAGP70I, PtAGP71I, PtAGP72I, and PtAGP73I) which are similar to AtPRP13 based on BLAST searches. However, these four proteins also contain numerous SP and AP repeats that would be more characteristic of an AGP. Exactly how proteins such as these should be classified is certainly debatable. Indeed it is human nature to group and classify items to facilitate understanding, while Mother Nature operates without such regard.

Comparisons with previously identified poplar HRGPs

This study identified 271 poplar HRGPs (162 AGPs, 60 EXT, and 49 PRPs) in contrast to the 24 HRGPs (3 AGPs, 10 EXT, and 11 PRPs) identified by Newman and Cooper [18]. The more stringent search criteria for proline-rich tandem repeats and a less comprehensive poplar proteomic database based on EST and NCBI Non-Redundant protein sequences data from10/04/09 likely account for the fewer poplar HRGPs identified in this earlier study. In addition, homologs of the 15 FLA AGPs reported by Lafarguette et al. [20] in a Populus tremula × P. alba hybrid related to Populus trichocarpa were also identified in addition to 35 other FLAs. Thus, the present study represents the most comprehensive and detailed picture of the HRGP inventory in poplar to date.

Comparisons with Arabidopsis

Findings here allow for a comparison of the HRGPs identified in Arabidopsis to those in poplar (Table 5). For AGPs, the classical AGPs identified in poplar showed a similar number as in Arabidopsis. Specifically, 27 classical AGPs including six lysine-rich AGPs were identified in poplar, while 25 classical AGPs including three lysine-rich AGPs were identified in Arabidopsis. Among other AGPs, particularly notable is the large increase the number of FLAs, PAGs, and AG peptides in poplar compared to Arabidopsis. While 21 FLAs, 17 PAGs and 16 AG peptides were identified in Arabidopsis, 50 FLAs, 39 PAGs and 35 AG peptides are identified here in poplar. There is also a noticeable increase in the number of other chimeric AGPs in poplar compared to Arabidopsis. Here, 11 other chimeric AGPs were identified in poplar, while only 6 were found in Arabidopsis.

Table 5.

Comparison of HRGPs identified in Populus trichocarpa and Arabidopsis thaliana

HRGP family HRGP subfamily Poplar Arabidopsisa
AGPs Classical AGPs 21 22
Lysine-Rich Classical AGPs 6 3
AG-Peptides 35 16
(Chimeric) FLAs 50 21
(Chimeric) PAGs 39 17
Other Chimeric AGPs 11 6
All AGP subfamilies 162 85
EXTs Classical EXTs 8 20
Short EXTs 22 12
(Chimeric) LRXs 10 11
(Chimeric) FHs 5 6
(Chimeric) PERKs 12 13
Other Chimeric EXTs 3 3
All EXT subfamilies 60 59
PRPs PRPs 16 11
PR Peptides 30 1
Chimeric PRPs 3 6
All PRP subfamilies 49 18
Total 271 168

a The Arabidopsis HRGP data shown here are from Showalter et al. [16] with the exceptions that 6 chimeric FH EXTs were added and that one PR-peptide was found out of originally identified 12 PRPs as part of this study

Among EXTs, the classical EXTs with large numbers of SPPPP repeats are markedly decreased in poplar, while similar numbers of the chimeric EXTs exist in both species. The reduction in the number of classical EXTs in poplar is dramatic and likely indicates that many EXT genes or EXT functions are dispensable in poplar, and therefore not conserved in evolution. A similar loss of EXTs has also been observed in analysis of certain monocot species [unpublished data,18]. Moreover, far fewer poplar EXTs contain putative cross-linking YXY sequences compared to Arabidopsis, and this can be largely explained by the reduced number of classic EXT sequences, which typically contain such cross linking sequences. The various chimeric EXTs, namely the LRXs/PEXs, PERKs, and FHs, are conserved in both species. Although FHs were not reported in Showalter et al. [16], a reexamination of the Arabidopsis proteome shows 6 FH sequences (AtFH1-At3g2550, AtFH5-At5g54650, AtFH8-At1g70140, AtFH13-At5g58160, AtFH16-At5g07770, and AtFH20-At5g07740) contain two or more SPPP sequences. These 6 formins are included in Table 5 and are a subset of the 21 reported formins in Arabidopsis [35]. Similar to the chimeric EXTs, the short EXTs are also conserved in Arabidopsis and poplar. The short EXTs are a particularly interesting class because EXTs are not known to have GPI membrane anchors, a feature commonly found in many AGPs and associated with proteins found in lipid rafts [36]. The finding that several of these short EXTs encode a predicted GPI-anchor sequence are conserved in poplar and Arabidopsis certainly prompts the question of what role these proteins are playing in the plant. Currently, no publications verifying their biochemical existence or examining their roles exist, but this class stands out in terms of having interesting candidates for further investigation, particularly with respect to confirming their plasma membrane localization, hydroxylation, and glycosylation.

PRPs are similar in both species with the notable exception of the PR-peptides, which is a much expanded class in poplar compared to Arabidopsis, which is now recognized to have only one PR-peptide following a reexamination prompted by this study. All of the PR-peptides in poplar are similar in sequence with most containing LPPLP repeats and having a single SPPP repeat at the C terminus, although some contained PELPK repeats. In addition, most of these PR-peptides are similar to AtPRP9 and AtPRP10 based on BLAST analysis; both of these Arabidopsis proteins contain PELPK repeats as well. Indeed, AtPRP9 is quite short and similar in sequence to the PR peptides found in poplar but lacks the C terminal SPPP repeat. However, this is the only such protein found in Arabidopsis, while 30 were observed in poplar. AtPRP10 contains some similarity in sequence but is much longer than the poplar PR-peptides. Indeed, the large number of LPPLP- and PELPK- containing PR-peptides in poplar clustered respectively in two chromosomal locations indicates that these two gene subfamilies likely result from tandem gene duplication events, analogous to a unique, clustered set of PEHK-containing PRP genes in the grape family [18].

Although most sub-families of HRGPs exist in both the Arabidopsis and poplar inventories, certain species-specific differences do exist, which is reflected in the difference of number of certain groups and the total number of HRGPs (271 in poplar versus 168 in Arabidopsis). Precisely why certain classes of HRGPs are increased or decreased in abundance in a particular species remains to be determined, but these results lay the groundwork for future experimentation in this area.

Poplar HRGPs genome 2.0 release and expression analysis

The study revealed that the poplar genome 3.0 release is quite different from 2.0 release in terms of HRGPs. Only 33 % of HRGPs identified in 3.0 are the same as counterparts in 2.0, others may differ from a few amino acids in sequence to a distinct start and/or stop position. For several such cases, a green highlight indicated a likely signal sequence placed internally, either because these signal sequences were at the N terminus in the 2.0 release or they should be at N terminus based on analysis of sequences in this study.

In addition, tissue/organ-specific HRGP expression data were obtained from the poplar eFP browser. However, this database does not contain all HRGP data, and it only accepts query IDs in poplar genome version 2.0 format. Judging from the available information, one could observe that HRGPs in general have high expression in seedlings, leaves, and reproductive tissues (Tables 2, 3, and 4). In particular, a number of FLAs were specifically expressed in xylem, while some PAGs were found to be highly expressed in male catkins. Many PRPs have high expression in seedlings and leaves. Interestingly, several LRXs are found to be uniquely expressed in male catkins; this finding is consistent with previous research in Arabidopsis and rice that a group of LRXs are pollen-specific LRXs, or PEXs [37].

Pfam analysis of poplar HRGPs

All 271 poplar HRGPs identified in this study were subjected to Pfam analysis to identify specific domains within them. Pfam domains were found in 160 of the 271 proteins (59 %). More specifically, Pfam domains were identified in 105 of the 162 AGPs, 32 of the 62 EXTs, and 23 of the 49 PRPs. In particular, Pfam analysis exceled at finding domains within chimeric HRGPs, such as FLAs, PAGs, LRXs, PERKs, and FH EXTs. In contrast, such analysis often failed to find domains in classical AGPs or EXTs, possibly due to the variable sequences and numbers of sequence repeats associated with many of the HRGPs. Interestingly, many of the PRPs were found to contain Pollen Ole domains and Hydrophob seed domains. Pfam analysis also has merit in identifying domains in the chimeric HRGPs identified in the study. Indeed, while Pfam analysis alone is not sufficient for identifying HRGPs in a comprehensive manner, it can add valuable information to identified HRGPs, and thus a Pfam analysis module will likely be incorporated into future versions of the BIO OHIO program.

Conclusions

The new and improved BIO OHIO 2.0 bioinformatics program was used to identify and classify the current inventory of HRGPs in poplar. This information will allow researchers to determine the structure and function of individual HRGPs and to explore potential industrial applications of these proteins in such areas as plant biofuel production, food additives, lubricants, and medicine. Other plant proteomes/genomes can also be examined with the program to provide their respective HRGP inventories and facilitate comparative evolutionary analysis of the HRGP family in the plant kingdom [16, 38]. Finally, while this program was specifically developed for HRGP identification, it can also be used to examine other plant or non-plant genomes/proteomes in order to identify proteins or protein families with any particular amino acid bias and/or amino acid sequence motif, making it useful throughout the tree domains and six kingdoms of life.

Acknowledgments

The authors thank Carol Morris Showalter for reading this manuscript and providing valuable comments and suggestions.

Funding

No funding was obtained for this study.

Availability of data and materials

All relevant data are within the paper and its Additional files 1, 2, 3 and 4.

Authors’ contributions

Conceived and designed the experiments: AMS BDK XL. Performed the experiments: BDK XL. Analyzed the data: AMS BDK XL. Contributed reagents/materials/analysis tools: JL LW. Wrote the paper: AMS. All authors read and approved the final manuscript.

Competing interests

The authors declare that they have no competing interests.

Consent for publication

Not applicable.

Ethics approval and consent to participate

Not applicable.

Abbreviations

AGPs

Arabinogalactan-proteins

EXTs

Extensins

FHs

Formin homology proteins

FLAs

Fasciclin-like AGPs

GPI

Glycosylphosphatidylinositol

HRGPs

Hydroxyproline-rich glycoproteins

LRXs

Leucine-rich repeat extensins

PAGs

Plastocyanin AGPs

PERKs

Proline-rich extensin-like receptor protein kinases

PRPs

Proline-rich proteins

Additional files

Additional file 1: Figure S1. (69.3KB, pdf)

Protein sequences encoded by the predicted AGP genes in Populus trichocarpa. The colored sequences at the N and C terminus indicate predicted signal peptides (green) and GPI anchor addition sequences (light blue) if present in the sequences. AP, PA, SP, TP, VP, and GP repeats (yellow) and lysine-rich regions (olive) are also indicated. Additionally, EXT SP3 (blue), SP4 (red), SP5 (purple) repeats and sequences typical of PRPs, PPV repeats, are indicated (pink) if present. Note that green font indicates a predicted signal peptide using the sensitive mode from the SignalP website. Internal green highlights indicate the presence of a predicted signal peptide only if amino acids at the N terminus are discarded. (PDF 69 kb)

Additional file 2: Figure S2. (72.7KB, pdf)

Protein sequences encoded by the predicted EXT genes in Populus trichocarpa. The colored sequences at the N and C terminus indicate predicted signal peptides (green) and GPI anchor addition sequences (light blue) if present in the sequences. The SP3 (blue), SP4 (red), SP5 (purple), and YXY (dark red) repeats are also indicated in the sequences. The sequences typical of AGPs, specifically AP, PA, SP, TP, VP, and GP repeats, are also indicated (yellow) in the sequences. Note that green font indicates a predicted signal peptide using the sensitive mode from the SignalP website. Internal green highlights indicate the presence of a predicted signal peptide only if amino acids at the N terminus are discarded. (PDF 72 kb)

Additional file 3: Figure S3. (23.5KB, pdf)

Protein sequences encoded by the potential chimeric EXT genes in Populus trichocarpa. The colored sequences at the N and C terminus indicate the predicted signal peptides (green) and GPI anchor addition sequences (light blue) if present in the sequences. The SP3 (blue), SP4 (red), SP5 (purple), and YXY (dark red) repeats are also indicated in the sequences. The sequences typical of AGPs, specifically AP, PA, SP, TP, VP, and GP repeats, are also indicated (yellow) in the sequences. (PDF 23 kb)

Additional file 4: Figure S4. (47.3KB, pdf)

Protein sequences encoded by the predicted PRP genes in Populus trichocarpa. The colored sequences at the N terminus indicate the predicted signal peptides (green). PPV (pink) repeats typical of PRPs are indicated. Repetitive motifs PPLP (teal) and PELPK (dark yellow) are also indicated. Additionally, EXT SP3 (blue) repeats, YXY (dark red) and sequences typical of AGPs, specifically AP, PA, SP, TP, VP, and GP repeats, are indicated (yellow) if present. Note that green font indicates a predicted signal peptide using the sensitive mode from the SignalP website. Internal green highlights indicate the presence of a predicted signal peptide only if amino acids at the N terminus are discarded. (PDF 47 kb)

Contributor Information

Allan M. Showalter, Phone: 740-593-1135, Email: showalte@ohio.edu

Brian D. Keppler, Email: bdkeppler@wisc.edu

Xiao Liu, Email: xl224810@ohio.edu.

Jens Lichtenberg, Email: jl476805@ohio.edu.

Lonnie R. Welch, Email: welch@ohio.edu

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Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Data Availability Statement

All relevant data are within the paper and its Additional files 1, 2, 3 and 4.


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