Abstract
Faithful chromosome segregation maintains chromosomal stability as errors in this process contribute to chromosomal instability (CIN), which has been observed in many diseases including cancer. Epigenetic regulation of kinetochore proteins such as Cse4 (CENP-A in humans) plays a critical role in high-fidelity chromosome segregation. Here we show that Cse4 is a substrate of evolutionarily conserved Cdc7 kinase, and that Cdc7-mediated phosphorylation of Cse4 prevents CIN. We determined that Cdc7 phosphorylates Cse4 in vitro and interacts with Cse4 in vivo in a cell cycle-dependent manner. Cdc7 is required for kinetochore integrity as reduced levels of CEN-associated Cse4, a faster exchange of Cse4 at the metaphase kinetochores, and defects in chromosome segregation, are observed in a cdc7-7 strain. Phosphorylation of Cse4 by Cdc7 is important for cell survival as constitutive association of a kinase-dead variant of Cdc7 (cdc7-kd) with Cse4 at the kinetochore leads to growth defects. Moreover, phospho-deficient mutations of Cse4 for consensus Cdc7 target sites contribute to CIN phenotype. In summary, our results have defined a role for Cdc7-mediated phosphorylation of Cse4 in faithful chromosome segregation.
INTRODUCTION
Accurate chromosome segregation is essential for cell survival as errors in this process result in chromosomal instability (CIN), a phenotype that has been associated with a range of human diseases including cancer (Santaguida and Amon, 2015; Singh and Gerton, 2015). The kinetochore, composed of centromeric (CEN) DNA, associated proteins, and a distinct chromatin architecture, is the key regulator of high-fidelity chromosome segregation (Verdaasdonk and Bloom, 2011; Burrack and Berman, 2012; Musacchio and Desai, 2017). CEN DNAs in budding yeast are small in size comprised of ∼125 bp of unique sequences (Clarke and Carbon, 1980), whereas CEN DNAs in other organisms are several mega-bases in size containing repeated sequences, satellite DNA arrays, or retrotransposon-derived DNA sequences (Verdaasdonk and Bloom, 2011; Burrack and Berman, 2012; Musacchio and Desai, 2017). Despite the variations in nucleotide composition and the size of CEN DNAs, the identity of CEN in eukaryotic organisms is defined epigenetically by specialized nucleosomes containing CEN-specific histone H3 variant, Cse4 (CENP-A in humans, Cid in flies, Cnp1 in fission yeast) (Sullivan et al., 1994; Stoler et al., 1995; Meluh et al., 1998; Henikoff et al., 2000; Takahashi et al., 2000).
Identification of epigenetic mechanisms regulating Cse4 function has been an area of active research. Previous studies have identified several post-translational modifications of Cse4, such as phosphorylation, ubiquitination, sumoylation, methylation, proline isomerization, and acetylation (Hewawasam et al., 2010; Ranjitkar et al., 2010; Samel et al., 2012; Au et al., 2013; Boeckmann et al., 2013; Ohkuni et al., 2014; Ohkuni et al., 2016; Ciftci-Yilmaz et al., 2018; Hoffmann et al., 2018; Ohkuni et al., 2018; Mishra et al., 2019; Au et al., 2020; Eisenstatt et al., 2020; Ohkuni et al., 2020; Eisenstatt et al., 2021), which regulate faithful chromosome segregation. We previously identified two kinases, Ipl1 (Aurora B kinase in humans) and Cdc5 (Plk1 in humans), that phosphorylate Cse4 to prevent CIN (Boeckmann et al., 2013; Mishra and Basrai, 2019; Mishra et al., 2019). Ipl1‑mediated phosphorylation of Cse4 regulates kinetochore–microtubule interactions and chromosome biorientation (Boeckmann et al., 2013; Mishra and Basrai, 2019), whereas Cdc5‑mediated mitotic phosphorylation of Cse4 contributes to high-fidelity chromosome segregation (Mishra and Basrai, 2019; Mishra et al., 2019). Phosphomutants for Cse4 in consensus Ipl1 and Cdc5 sites exhibit CIN phenotype only when combined with other mutants (Boeckmann et al., 2013; Mishra and Basrai, 2019; Mishra et al., 2019), suggesting the role of other kinases in Cse4 phosphorylation.
In this study, we investigated a potential role for Dbf4-dependent kinase (DDK) in the phosphorylation of Cse4. The rationale for this is based on previous studies which have shown that Cdc7 associates with CEN chromatin, and this regulates CEN DNA replication initiation (Natsume et al., 2013). The DDK, composed of the Cdc7 kinase and the regulatory subunit Dbf4, is essential for the initiation of DNA replication modulated by phosphorylation of Cdc45 and subunits of the mini-chromosome maintenance complex (Mcm2-7) (Lei et al., 1997; Owens et al., 1997; Weinreich and Stillman, 1999; Zou and Stillman, 2000; Bruck and Kaplan, 2009). Mutation in MCM5 (mcm5-bob1) bypasses the requirement of Cdc7 for replication initiation and leads to suppression of temperature sensitivity and DNA replication defects in a cdc7-7 strain (Hardy et al., 1997; Sclafani et al., 2002; Hoang et al., 2007). Studies to date have defined one kinetochore substrate for Cdc7, namely Ctf19 (Hinshaw et al., 2017), a component of the COMA (Ctf19, Okp1, Mcm21, and Ame1) complex (Ortiz et al., 1999). Cdc7-mediated phosphorylation of Ctf19 is required for its association with cohesin loaders Scc2/4 and the loading of cohesin to the CEN chromatin (Hinshaw et al., 2017). Interestingly, Ctf19 interacts with Cse4, and this interaction is important for the recruitment of the COMA complex to CEN chromatin and maintenance of the functional integrity of the kinetochore (Ortiz et al., 1999). A potential role for Cdc7-mediated phosphorylation of Cse4 in kinetochore function and chromosome segregation has not been characterized.
We here show that Cdc7 phosphorylates Cse4 in vitro and interacts in vivo with Cse4 in cell cycle-regulated manner. Cdc7 regulates the maintenance of Cse4 at the kinetochores as evident from the significant reduction of CEN-associated Cse4 in mitotic cells, a faster exchange of Cse4 at the metaphase kinetochores and defects in chromosome segregation in a cdc7-7 strain. Cdc7-mediated Cse4 phosphorylation regulates faithful chromosome segregation as increased frequency of chromosome loss was observed in the nonphosphorylatable cse4 mutant (cse4-4A). Moreover, constitutive association of kinase-dead variant of Cdc7 (cdc7-kd) with Cse4 at the kinetochore causes growth defects suggesting that Cdc7-mediated Cse4 phosphorylation is important for cell viability. In summary, we have identified Cse4 as a substrate for Cdc7, and shown that Cdc7-mediated phosphorylation of Cse4 contributes to high-fidelity chromosome segregation.
RESULTS
Cdc7 phosphorylates Cse4 in vitro
DDK enrichment has been observed at the budding yeast kinetochores (Natsume et al., 2013; Hinshaw et al., 2017) and proposed to regulate loading of CEN cohesion through phosphorylation of Ctf19 (Hinshaw et al., 2017). Moreover, Ctf19 as well as other members of the COMA complex interact with Cse4, which is required for the CEN recruitment of COMA complex and kinetochore assembly (Ortiz et al., 1999). Therefore, we examined whether Cdc7 kinase interacts with and phosphorylates Cse4 in vitro. We performed in vitro kinase assays with radiolabeled ATP using DDK (Cdc7/Dbf4 complex) and Cse4 purified from Escherichia coli. Cse4 was radiolabeled in the presence of DDK (Figure 1A). Moreover, Cse4 phosphorylation by DDK increased over time (Figure 1A). Control reaction performed without DDK complex did not show a signal (Figure 1A). Based on these results, we conclude that Cdc7 interacts with and phosphorylates Cse4 in vitro.
Cdc7 interacts with Cse4 in vivo in a cell cycle-dependent manner
The in vitro phosphorylation of Cse4 by Cdc7 prompted us to examine whether Cdc7 and Cse4 interact in vivo. We constructed a strain that expresses Flag-tagged Cdc7 and HA-tagged Cse4 from their endogenous promoters. Immunoprecipitation (IP) experiments were performed using protein extracts from logarithmically growing cultures. Fluorescence Activated Cell Sorting (FACS), examination of nuclear position, and cell morphology confirmed that the strain was in the logarithmic phase of growth (Figure 1B and Supplemental Figure S1). Western blot results showed an in vivo interaction of Cdc7 with Cse4 (Figure 1C). IP performed with Cdc7-Flag showed HA-Cse4 signal; reciprocal pull down with HA-Cse4 showed Cdc7-Flag signal (Figure 1C).
To determine whether the in vivo interaction of Cdc7 with Cse4 is cell cycle regulated, IP experiments were performed using cells in G1, S, and G2/M phase of the cell cycle. The cell cycle phase was confirmed by FACS, nuclear position, and cell morphology analyses (Figure 2A; Supplemental Figures S2, A and C, and Supplemental Figure S3). In agreement with previous studies (Jackson et al., 1993), we observed an expression of Cdc7 in G1, S, and G2/M phases of the cell cycle (Figure 2B; Supplemental Figure S2, B and D). IP results showed an interaction between Cdc7 and Cse4 in the S-phase and G2/M, whereas no interaction of Cdc7 with Cse4 was detected in G1 despite the expression of Cdc7 and Cse4 in these cells (Figure 2B; Supplemental Figure S2, B and D). Next, we quantified the fraction of Cse4 pulled down in the IP of Cdc7. The maximum interaction of Cdc7 with Cse4 was observed in S-phase cells, which was ∼2-fold higher than G2/M cells (Figure 2C). We conclude that in vivo interaction of Cdc7 with Cse4 is primarily observed in the S-phase and to some extent, in G2/M cells.
The cell cycle-dependent interaction of Cdc7 and Cse4 prompted us to examine whether association of Cdc7 with CEN chromatin is affected by the cell cycle. Hence, we performed chromatin immunoprecipitation (ChIP) experiments to determine the levels of Cdc7 at CEN chromatin in G1, S, and G2/M stages of the cell cycle (Figure 2D). The CEN enrichment of Cdc7 was observed in all three stages of the cell cycle; however, the enrichment levels were slightly lower in G2/M cells than those observed in G1 and S-phase cells (Figure 2D). No significant enrichment of Cdc7 was detected at a negative control (CON) region (Figure 2D). Taken together, our results show that the in vivo association of Cdc7 with Cse4 is cell cycle dependent; however, Cdc7 associates with CEN chromatin in all phases of the cell cycle.
Cdc7 is required for stable maintenance of Cse4 at the kinetochore during mitosis
Cse4 recruitment to the CEN chromatin occurs in early S-phase coincident with the replication of CEN DNA (Newlon, 1988; Pearson et al., 2004). Once recruited to kinetochores in early S-phase, Cse4 remains stably associated with it throughout the cell cycle (Pearson et al., 2004; Wisniewski et al., 2014). Moreover, Cdc7 kinase is essential for DNA replication initiation during S-phase of the cell cycle through MCM2-7 helicase phosphorylation (Rossbach et al., 2017). Given our findings that Cdc7 phosphorylates Cse4 in vitro and interacts with Cse4 in vivo during S-phase and G2/M stages of the cell cycle (Figures 1 and 2), we posited that Cdc7 may have a role either in recruitment and/or in maintenance of Cse4 at the CEN chromatin. Hence, we performed ChIP experiments to determine the CEN enrichment of Cse4 in the S-phase. Strains were grown to early logarithmic phase at 25°C, HU was added (to synchronize cells in the S-phase), and cultures were incubated at 25° and 37°C for 2 h. The well-characterized temperature-sensitive cdc7-7 mutant does not have defects in the cell cycle at 23°C, shows low frequency of induced mutagenesis, and exhibits defects in DNA replication only at the nonpermissive temperature of 37°C (Hollingsworth et al., 1992). Cell cycle synchronization in the S-phase was confirmed by FACS, nuclear position, and cell morphology analyses (Supplemental Figure S4, A–C). Western blot analysis showed that the protein levels of Cse4 in the S-phase were lower in cdc7-7 than the wild-type strain at both the permissive (25°C) and after a shift to the nonpermissive temperature of 37°C (Figure 3A). The reduced protein levels of Cse4 in cdc7-7 were not due to transcriptional defects as similar levels of CSE4 RNA were detected in wild-type and cdc7-7 strains (Supplemental Figure S4D). The reduced levels of endogenous Cse4 in the cdc7-7 strain are consistent with our previous studies (Eisenstatt et al., 2020). ChIP- quantitative PCR (qPCR) showed that the enrichment of Cse4 at CEN chromatin (CEN1 and CEN3) is not significantly different between wild-type and cdc7-7 strains at 25°C or 37°C (p value = >0.05; Figure 3B). There was no significant enrichment of Cse4 at the non-CEN negative control ACT1 region (Figure 3B). These results show that despite the reduced protein levels of Cse4, its recruitment to the CEN chromatin during S-phase is not affected in cdc7-7 strain.
We next examined whether Cdc7 has a role in the maintenance of Cse4 at CEN chromatin during mitosis. ChIP experiments were done with wild-type and cdc7-7 cells synchronized in G2/M. Strains were grown to early logarithmic phase at 25°C, nocodazole was added (to synchronize cells in G2/M), and cultures were incubated at 25° and 37°C for 2 h. Cell cycle synchronization in G2/M was confirmed by FACS, nuclear position, and cell morphology analyses (Supplemental Figure S5, A–C). Western blotting showed that the protein levels of Cse4 in G2/M were lower in cdc7-7 than wild-type strain at permissive (25°C) and nonpermissive (37°C) temperatures (Figure 3C). The reduced protein levels of Cse4 in cdc7-7 were not contributed by transcriptional defects as similar levels of CSE4 RNA were detected in wild-type and cdc7-7 strains (Supplemental Figure S5D). ChIP-qPCR showed that the enrichment of Cse4 at CEN chromatin (CEN1 and CEN3) is not significantly different between wild-type and cdc7-7 strains at 25°C (p value = >0.05; Figure 3D). However, enrichment of Cse4 at the CEN was reduced significantly in cdc7-7 (∼2.7–2.8% of input) compared with the levels observed in a wild-type strain (∼3.2–3.3% of input) at 37°C (Figure 3D). No significant enrichment of Cse4 was detected at the non-CEN ACT1 locus used as a negative control (Figure 3D). These results show that the maintenance of Cse4 at the CEN chromatin is affected in cdc7-7 strains.
In an independent approach, we used cell biology to further examine the role of Cdc7 in maintenance of Cse4 at the CEN chromatin. We quantified the intensity of green fluorescent protein (GFP)-Cse4 foci at bioriented kinetochores in metaphase cells of wild-type and cdc7-7 strains grown at 37°C for 2 h. Our results showed that the intensity of GFP-Cse4 foci at the kinetochores was reduced significantly in cdc7-7 when compared with the wild-type strain (Figure 4, A and B). These results are consistent with the reduction of CEN-associated Cse4 in mitotic cells of cdc7-7 strain (Figure 3D). Moreover, the difference in GFP-Cse4 intensity between wild type and cdc7-7 was slightly higher than those detected by ChIP experiments (Figure 3D), which can be attributed to the two independent experimental approaches; for example, ChIP measured the levels of Cse4 at individual CENs, whereas GFP-Cse4 signals were derived from the clustering of all 16 CENs. Based on these results, we hypothesized that Cdc7 may regulate the stable association of Cse4 at the kinetochore. Hence, we examined the exchange of GFP-Cse4 at metaphase kinetochores using a fluorescence recovery after photobleaching (FRAP) assay (Pearson et al., 2004). Wild-type and cdc7-7 strains were grown at 37°C for 2 h and FRAP (pre and post) of GFP–Cse4-labeled centromeres was followed at 2-min intervals for 10 min. The average fluorescence recovery of GFP-Cse4 after photobleaching in the wild-type strain was low (∼0.44% after 10 min), implying that Cse4 is stably maintained at the kinetochore (Figure 4, A and C). These results are consistent with previous observations showing low levels of fluorescence recovery of GFP-Cse4 after photobleaching in metaphase cells (Pearson et al., 2004; Lawrimore et al., 2011). The average GFP-Cse4 fluorescence recovery in the cdc7-7 strain was ∼30-fold higher (∼15% after 10 min), which was significantly faster than that observed in the wild-type strain (p value = < 0.05; Figure 4C). These results are consistent with the reduced levels of Cse4 at CEN chromatin (Figure 3D) and reduced intensity of GFP-Cse4 (Figure 4, A and B) in mitotic cells of the cdc7-7 strain. We conclude that Cdc7 is required for stable maintenance of Cse4 at the kinetochore during mitosis.
cdc7-7 strains exhibit CIN phenotype
The rapid exchange and reduced levels of CEN-associated Cse4 in cdc7-7 strains led us to examine the fidelity of chromosome segregation in this strain. CIN phenotype was determined by quantification of cells that retain a CEN plasmid (pRS415 LEU2) after growth in nonselective medium at the permissive temperature of 23°C. The retention of CEN plasmid in cdc7-7 strain was about 7-fold lower than the wild-type strain (Figure 5), which is similar to that reported previously for kinetochore mutants (Kastenmayer et al., 2005; Ma et al., 2012). These results support a role for Cdc7 in preventing CIN.
Cdc7 kinase along with Dbf4 are essential for the initiation of DNA replication facilitated by phosphorylation of Cdc45 and Mcm2-7 complex (Lei et al., 1997; Owens et al., 1997; Weinreich and Stillman, 1999; Zou and Stillman, 2000; Bruck and Kaplan, 2009). Previous studies have shown that mutation in MCM5 (mcm5-bob1) bypasses the requirement of Cdc7 for replication initiation and leads to suppression of temperature sensitivity and DNA replication defects in a cdc7-7 strain (Hardy et al., 1997; Sclafani et al., 2002; Hoang et al., 2007). Hence, we examined if defects in DNA replication initiation contribute to the CIN phenotype in cdc7-7 strain. We compared the frequency of CEN plasmid retention in wild-type, cdc7-7, mcm5-bob1, and cdc7-7 mcm5-bob1 strains. Our results showed that CEN plasmid retention is similar between mcm5-bob1 and wild-type strains (p value = 0.19). The cdc7-7 mcm5-bob1 shows higher CEN plasmid retention compared with the cdc7-7 strain; however, the frequency of CEN plasmid retention in cdc7-7 mcm5-bob1 is significantly lower than the wild-type or mcm5-bob1 strains (p value = < 0.01; Figure 5). Based on these results, we conclude that the CIN phenotype of cdc7-7 strains is not solely due to defects in replication initiation.
Constitutive association of a kinase-dead variant of Cdc7 ( cdc7-kd) with Cse4 at the kinetochores causes growth defects and lethality
We used the synthetic physical interaction (SPI) approach (Olafsson and Thorpe, 2015) to gain further insight into the activity of Cdc7 at the kinetochore and determine the physiological significance of Cdc7 and Cse4 interaction. The SPI system can uncover regulatory phenotype by forcibly and constitutively associating a regulator with potential targets (Olafsson and Thorpe, 2015). SPI is based on the growth inhibition due to forced association of two proteins, one of which is GFP-tagged, and the second protein fused to a GFP-binding protein (GBP). This approach has led to the identification of novel regulators for kinetochore and spindle pole body (centrosome) function (Olafsson and Thorpe, 2015; Berry et al., 2016; Howell et al., 2019) and an interaction of DDK with kinetochore protein Mtw1 (Olafsson and Thorpe, 2015; Klemm et al., 2020; Olafsson and Thorpe, 2020). We used SPI to examine the outcome of forced interaction of Cdc7 and a kinase-dead version of Cdc7 (cdc7-kd) fused to GBP (Rothbauer et al., 2006; Fridy et al., 2014) and a red fluorescent protein (RFP) with GFP-tagged Cse4 (Figure 6A). Plasmids pCdc7 and pGBP were used as controls for expression of either Cdc7 or GBP alone. It is noted that all strains contain endogenous Cdc7, which was not tagged. Growth of the strains with fusion of Cdc7 or Cdc7-kd with the GFP-Cse4 was assessed using colony size as a surrogate for growth, as previously described (Olafsson and Thorpe, 2017). We found that cdc7-kd-GBP but not Cdc7-GBP exhibits SPI when forced to associate with GFP-Cse4 (Figure 6, B and C). We next examined the consequence of forced association of cdc7-kd-GBP with GFP-Cse4 at the kinetochore using fluorescence imaging (Supplemental Figure S6A). We observed that intensity of GFP-Cse4 foci was reduced on forced association of the kinase-dead version (cdc7-kd-GBP) with GFP-Cse4 (Supplemental Figure S6B). We next examined if the reduced intensity of GFP-Cse4 correlated with the cell cycle stage by examining unbudded and budded cells based on nuclear position and cell morphology. Our results showed that decreased intensity of GFP-Cse4 foci in cdc7-kd-GBP strain was not cell cycle dependent as similar reduction in GFP-foci intensity was observed in unbudded and budded cells (Supplemental Figure S6C). These results are consistent with reduced levels of GFP-Cse4 observed at metaphase kinetochores in a cdc7-7 strain (Figure 4, A and B) and show that perturbed Cdc7-mediated phosphorylation of Cse4 contributes to growth defects and reduced intensity of GFP-Cse4 foci (Supplemental Figure S6).
We next examined the growth phenotype of forced association of Cdc7-GBP or cdc7-kd-GBP with 89 different GFP-tagged kinetochore-related proteins. Selective ploidy ablation (SPA; Reid et al., 2011) was used to transform pCdc7-GBP or pCdc7-kd-GBP into 89 GFP-tagged kinetochore proteins including Cse4 (with pCdc7 and pGBP as controls). Again, this screen identified a growth defect of GFP-Cse4 with pCdc7-kd-GBP (Supplemental Table S1). The SPI screen also identified several other GFP-tagged proteins that exhibited a growth defect when associated with either Cdc7-GBP and/or cdc7-kd-GBP (Supplemental Table S1). Cdc7-GBP produced a growth defect with six GFP proteins (Ame1, Dad4, Ipl1, Sli15, Spc24, and Spc42), whereas the screen with cdc7-kd-GBP identified 10 SPI partners (Ame1, Bub1, Cdc20, Cse4, Cnn1, Ctf19, Htb1, Kre28, Sli15, and Spc25) (Figure 6D). Two proteins (Ame1 and Sli15) exhibited SPI phenotypes in both of these screens (Figure 6D). SPI interactions of Cdc7 with other kinetochore proteins provide an opportunity for future research. Taken together, these results show that constitutive association of cdc7-kd-GBP with GFP-Cse4 at the kinetochores is detrimental to growth with reduced intensity of GFP-Cse4 foci.
Cse4 phosphorylation deficient mutants exhibit defects in chromosome segregation
Previous studies have shown that the consensus target amino acid sequences for DDK is serine (S) or threonine (T) followed by a negatively charged amino acid residue, aspartic acid (D) or glutamic acid (E) (Cho et al., 2006; Montagnoli et al., 2006; Charych et al., 2008; Randell et al., 2010; Hiraga et al., 2014). In addition, DDK also carries out priming-dependent phosphorylation of S or T when these amino acid residues are followed by a phosphorylated S or T (Sasanuma et al., 2008; Wan et al., 2008; Randell et al., 2010). Our sequence analysis identified seven potential DDK target amino acid residues within Cse4 in which four were consensus target sequences (S148, T149, T166, and S190) and three were priming-dependent residues (S9, S10, and S14) previously shown to be phosphorylated by pololike kinase Cdc5 (Mishra and Basrai, 2019; Mishra et al., 2019). The four direct target residues occur in the histone-fold domain, whereas three priming-dependent residues are located within the N-terminus of Cse4. All of these seven residues of Cse4 are evolutionarily conserved among different fungi with point centromeres (Figure 7A). To define the significance of these potential DDK target sequences, we constructed CSE4 alleles in which we mutated either all the seven or four putative DDK target amino acid residues to alanine (cse4-7A and cse4-4A, respectively) and examined the consequence on loss of a reporter chromosome fragment (CF). The cse4-4A and cse4-7A proteins were expressed at levels similar to the wild-type Cse4 (Figure 7B). The loss of CF was measured using the colony color assay (Spencer et al., 1990). Our results showed significantly higher frequency of CF loss in cse4-4A and cse4-7A than the wild-type strain; loss of CF was similar between cse4-4A and cse4-7A strains (Figure 7C). These results support a role for Cdc7-mediated phosphorylation of Cse4 in faithful chromosome segregation.
To determine the effects of constitutive phosphorylation of Cse4 by Cdc7, we constructed the phospho-mimetic cse4 mutant, in which all four DDK target phosphorylated residues were changed to aspartic acid (cse4-4D). We examined the ability of cse4-4D to complement the growth of a cse4Δ strain after loss of CSE4/URA3 plasmid by counterselection on medium containing 5′-fluoro-orotic acid (5-FOA). Strains with Cse4 grew robustly on plates containing 5-FOA, whereas strains carrying cse4-4D did not exhibit growth on 5-FOA plates (Figure 7D). The lethality of cse4-4D precluded further analysis of this mutant.
DISCUSSION
Cdc7 kinase associates with CEN and modulates the timely replication of CEN DNA and loading of the cohesin components (Natsume et al., 2013; Hinshaw et al., 2017). Studies to date have identified Ctf19 as the only kinetochore substrate for Cdc7 (Hinshaw et al., 2017). In this study, we uncovered that evolutionarily conserved CEN-specific histone H3 variant, Cse4 is a bonafide substrate of Cdc7. Our results showed that Cdc7 phosphorylates Cse4 in vitro and interacts with Cse4 in vivo in a cell cycle-regulated manner with maximum interaction in the S-phase and to some extent in G2/M but not in G1. Previous studies have shown reduced DDK activity in G1 cells (Oshiro et al., 1999). Consistent with previous results (Natsume et al., 2013; Hinshaw et al., 2017), ChIP experiments showed that CEN association of Cdc7 is not cell cycle regulated. The Cdc7-dependent phosphorylation of Cse4 is physiologically important because constitutive association of a kinase-dead variant (cdc7-kd) with Cse4 results in growth defects. Errors in chromosome segregation and reduction in CEN-associated Cse4 were observed in a catalytically inactive cdc7-7 strain. Moreover, a phosphomimetic mutant (cse4-4D) that did not rescue the growth of a cse4∆ strain implies that constitutive phosphorylation of Cse4 is also detrimental to cell growth. Taken together, these results suggest that the cell cycle-mediated, dynamic phosphorylation of Cse4 by Cdc7 is important for the maintenance of cell viability, proper kinetochore function, and faithful chromosome segregation.
Our studies have now uncovered at least three protein kinases (i.e., Cdc7, Cdc5, and Ipl1) that are involved in phosphorylation of Cse4 (Boeckmann et al., 2013; Mishra and Basrai, 2019; Mishra et al., 2019). Unlike Cse4 which interacts with Cdc7 primarily in the S-phase, an interaction of Cse4 with Cdc5 is observed in G2/M cells (Mishra et al., 2019). Cdc5-mediated phosphorylation of Cse4 maintains kinetochore integrity and chromosome transmission fidelity (Mishra and Basrai, 2019; Mishra et al., 2019). Ipl1-mediated phosphorylation of Cse4 leads to destabilization of defective kinetochores to promote proper kinetochore biorientation (Boeckmann et al., 2013; Mishra and Basrai, 2019). Our results of Cdc7-Cse4 interaction in the S-phase and its consequences on CIN and growth suggest a temporal regulation of Cse4 phosphorylation to maintain chromosomal stability. Although one protein kinase may be sufficient to phosphorylate its substrate, multiple protein kinases have increasingly been found to be involved in modulating a substrate in response to physiological changes during the cell cycle. For example, cyclin-dependent kinase (Cdk) and Cdc7 kinase function synergistically in phosphorylation of Mcm2 for regulation of DNA replication in human cells (Cho et al., 2006). Similarly, Cdc28 and Cdc5 work together for the phosphorylation of Swe1 and the condensin complex in budding yeast (Asano et al., 2005; St-Pierre et al., 2009; Robellet et al., 2015). Furthermore, Cdk, meiosis-specific kinase (Ime2), and Cdc5 phosphorylate several components of helicase-loaders and an essential helicase-activation protein Sld2 in order to block DNA replication between two meiotic cell divisions (Phizicky et al., 2018). The involvement of multiple protein kinases in phosphorylation of Cse4 may allow for temporal and stringent control of kinetochore structure and function during the cell cycle. It is possible that these kinases may create a phosphorylation gradient at the kinetochores as proposed previously (Fuller et al., 2008; Lampson and Cheeseman, 2011) in order to ensure the ordered assembly of kinetochore components, establish the correct kinetochore biorientation, and monitor the architectural fidelity of kinetochores during mitosis that are prerequisite for high-fidelity chromosome segregation. However, it is unclear how these protein kinases specifically recognize Cse4 and how they coordinate with the other components involved in Cse4 phosphorylation and dephosphorylation pathway(s), which need to be further investigated.
Our in silico analysis revealed seven putative sites for Cdc7 phosphorylation in Cse4. Four of these sites are consensus target residues (S148, T149, T166, and S190) located in the evolutionarily conserved C-terminus histone fold domain (HFD) of Cse4 (Meluh et al., 1998; Keith et al., 1999), whereas three sites are priming-dependent residues (S9, S10, and S14) clustered in the N-terminus of Cse4 (Ortiz et al., 1999). Remarkably, Cse4 target sites phosphorylated by Cdc5 and Ipl1 are clustered within the N-terminus of Cse4 (Boeckmann et al., 2013; Mishra and Basrai, 2019; Mishra et al., 2019), while all four Cdc7 consensus target sites are located within the C-terminus HFD of Cse4, a domain that is essential for localization and maintenance of Cse4 at the CEN chromatin (Meluh et al., 1998; Keith et al., 1999). In agreement with the defined role of Cse4 HFD in kinetochore assembly (Meluh et al., 1998; Keith et al., 1999), we found that Cdc7-mediated phosphorylation of Cse4 is important for the maintenance of Cse4 levels at the kinetochores. Reduced levels of Cse4 at the CEN chromatin in G2/M cells and a faster exchange of Cse4 at the metaphase kinetochores were observed in a catalytically inactive cdc7-7 strain or when a catalytically inactive version of Cdc7 was constitutively recruited to Cse4. Moreover, defects in Cdc7-mediated Cse4 phosphorylation causes increased errors in chromosome segregation (cse4-4A and cse4-7A), suggesting that Cse4 phosphorylation is important for the maintenance of kinetochore integrity during mitosis. Interestingly, HFD of Cse4 interacts with histone H4 in the CEN nucleosome (Smith et al., 1996; Glowczewski et al., 2000) and the HFD mutants of Cse4 (cse4-1 and cse4-111) exhibit a weakened interaction with histone H4 and defects in chromosome segregation (Stoler et al., 1995; Smith et al., 1996; Glowczewski et al., 2000). Future studies should help us understand how the interaction of Cse4 with H4 affects the phosphorylation of Cse4 and modulates kinetochore assembly and faithful chromosome segregation.
In summary, we have shown that Cdc7 phosphorylates in vitro and interacts in vivo with Cse4 in a cell cycle-dependent manner for maintenance of Cse4 at mitotic kinetochores. We provide the first evidence for a functional role for Cdc7-mediated phosphorylation of Cse4 in cell viability and faithful chromosome segregation. It is notable that Cdc7/Dbf4 associates with the CEN (Wu et al., 2016); however, it remains unexplored whether CENP-A is a direct substrate for Cdc7 in human cells. Results from our SPI screen provide an additional opportunity to investigate the physiological role for the interaction of Cdc7 with other kinetochore substrates, most of which are evolutionarily conserved. Identification and characterization of additional Cdc7 substrates at yeast and human kinetochores will allow us to better understand the role of phosphorylation of kinetochore proteins in the assembly of a functional kinetochore for faithful chromosome segregation and how errors in these pathways contribute to CIN observed in many cancers.
MATERIALS AND METHODS
Media, yeast strains, and plasmids
Yeast strains were grown in yeast peptone dextrose (YPD) medium (1% yeast extract, 2% Bacto-peptone, 2% glucose) or in supplemented minimal medium with 2% glucose, with amino acid dropout depending on the selection needed for the plasmids being used. For complementation assay, strains were plated on synthetic medium without or with counterselection for URA3 by 5-FOA. A list of yeast strains, plasmids, and PCR primers used in this study are shown in Tables 1 and 2.
TABLE 1:
(A) S. cerevisiae strains | ||
---|---|---|
Strain | Genotype | Reference |
RSY299 | MATα his3 leu2 trp1 ura3 | R. Sclafani |
YMB9337 | MATα his3 leu2 trp1 ura3 cse4Δ::6His-3HA-CSE4::mx4NAT | This study |
YMB9338 | MATα leu2 trp1 his3 ura3 cdc7-7 cse4Δ::6His-3HA-CSE4::mx4NAT | This study |
YMB9509 | MATa his3-∆200 HIS::pCu-lac1-GFP leu2-3,112::lacO::LEU2 ura3-52:: OsTIR1-9myc::URA3 CDC7-FLAG-AID::HYG | Basrai lab |
YMB9539 | MATα his3 leu2 trp1 ura3 cse4Δ::6His-3HA-CSE4::mx4NAT CDC7-AID-6FLAF::Hyg | Basrai lab |
YMB11463 | MATa ura3-52 trp1∆63 leu2∆1 lys2-801 his3∆200 473A Spc29RFP:Hb cse4Δ::6His-GFP-CSE4::mx4NAT CDC7:G418 | This study |
YMB11464 | MATa ura3-52 trp1∆63 leu2∆1 lys2-801 his3∆200 473A Spc29RFP:Hb cse4Δ::6His-GFP-CSE4::mx4NAT cdc7-7:G418 | This study |
YMB11474 | MATα ura3-52 lys2-801 ade2-101 trp1∆63 his3∆200 leu2∆1 CFIII (CEN3L.YPH278) HIS3 SUP11 3HA-CSE4::NAT | This study |
YMB11475 | MATα ura3-52 lys2-801 ade2-101 trp1∆63 his3∆200 leu2∆1 CFIII (CEN3L.YPH278) HIS3 SUP11 3HA-cse4-4A::NAT | Phil Hieter |
YMB11476 | MATα ura3-52 lys2-801 ade2-101 trp1∆63 his3∆200 leu2∆1 CFIII (CEN3L.YPH278) HIS3 SUP11 3HA-cse4-7A::NAT | This study |
YMB11621 | MATα leu2 trp1 his3 1 ura3 cdc7-7 CEN Vector::LEU2 (pRS415) | This study |
YMB11622 | MATα leu2 trp1 his3 1 ura3 cdc7-7 mcm5-P83L (mcm5–bob1-2) CEN Vector::LEU2 (pRS415) | This study |
YMB11623 | MATα his3 leu2 trp1 ura3 CEN Vector::LEU2 (pRS415) | This study |
YMB11624 | MATα ura3 leu2 trp1 his3 bob1-2 (mcm5-P83L) CEN Vector::LEU2 (pRS415) | This study |
YMB11625 | MATα his3∆1 leu2∆0 met15∆0 ura3∆0 cse4∆::Km pRS416-3HA-CSE4 (pRB199) pRS415-cse4-4D (pMB2001) | This study |
YMB11626 | MATα his3∆1 leu2∆0 met15∆0 ura3∆0 cse4∆::Km pRS416-3HA-CSE4 (pRB199) pRS415-CSE4 (pMB1725) | This study |
YMB11627 | MATα his3∆1 leu2∆0 met15∆0 ura3∆0 cse4∆::Km pRS416-3HA-CSE4 (pRB199) CEN Vector::LEU2 (pRS415) | This study |
W8164-2B | MATα CEN1-16::GAL-Kl-URA3 | ( Reid et al., 2011) |
GFP strains | MATa his3∆1 leu2∆0 met15∆0 ura3∆0 ORF-GFP::HIS3MX6 | ( Huh et al., 2003) |
(B) List of plasmids | ||
---|---|---|
Plasmid | Description | Reference |
pRS415 | CEN Vector::LEU2 | ( Sikorski and Hieter, 1989) |
pRB199 | CEN 3HA-CSE4::URA3 | R. Baker |
pMB1725 | CEN CSE4::LEU2 | Basrai lab |
pMB2001 | CEN cse4-4D::LEU2 | This study |
pHT835 | pCUP1 Cdc7 LEU2 | This study |
pHT836 | pCUP1 Cdc7-GBP LEU2 | This study |
pHT837 | pCUP1 cdc7KD-GBP LEU2 | This study |
pHT4 | pCUP1 GBP LEU2 | ( Olafsson and Thorpe, 2015) |
TABLE 2:
Locus | Primer F (5′–3′) | Primer R (5′–3′) | Reference |
---|---|---|---|
CEN1 | CTCGATTTGCATAAGTGTGCC | GTGCTTAAGAGTTCTGTACCAC | ( Choy et al., 2011) |
CEN3 | GATCAGCGCCAAACAATATGG | AACTTCCACCAGTAAACGTTTC | ( Choy et al., 2011) |
CEN5 | AAGAACTATGAATCTGTAAATGACTGATTCAAT | CTTGCACTAAACAAGACTTTATACTACGTTTAG | P. Megee |
ACT1 | AATGGCGTGAGGTAGAGAGAAACC | ACAACGAATTGAGAGTTGCCCCAG | ( Au et al., 2008) |
CON | ACTTTGCCTACTGCAGCACA | AAGCCGTTGCAATTCTTCAG | Basrai lab |
CSE4 | AACAACAATGGGTTAGTTCTGC | TTTCACTAGCCTTGCAAATGG | ( Haase et al., 2013) |
Cdc7 f A Adapt T | AATTCCAGCTGACCACCATGACAAGCAAAACGAAGAATAT | This study | |
Cdc7 r w stop B Adapt T | GATCCCCGGGAATTGCCATGCTATTCAGATATTAGGAGAACATCCT | This study | |
Cdc7 r no stop GBP T | ACCAGCTGCACATCGGCCATTGATCCAGAACCTGATCCAGAACCTTCAGATATTAGGAGAACATCCTTATC | This study |
In vitro kinase assay
In vitro kinase assay was carried out using Cse4 produced in E. coli and purified by Sephacryl-S200 chromatography as described previously (Luger et al., 1997; Boeckmann et al., 2013). Cse4 was phosphorylated in vitro using purified DDK (Cdc7 and Dbf4) (Weinreich and Stillman, 1999) in 20-μl reaction volume containing 1 µg Cse4, 20 ng DDK, 25 mM Tris-HCl, pH 7.5, 2 mM dithiothreitol, 10 mM MgCl2, 0.5 mM EDTA, 100 μM ATP, and 1 μCi of [γ-32P]ATP. Reactions were incubated at 30°C for 15 and 30 min, stopped with 5 μl of 4× NuPAGE LDS loading buffer (Life Technologies, Grand Island, NY), and heated at 95°C for 5 min. Assay containing all the reagents except the DDK (no kinase) was used as control. The samples were separated on 4–12% Bis-Tris SDS-polyacrylamide gels (Invitrogen), stained with Coomassie blue, and radiolabeled proteins were detected using a Storm Detector Model 860 (Molecular Dynamics, USA).
Cell cycle synchronization, IP, and Western blotting
Strains were grown in YPD to early logarithmic phase at 25°C, treated for 2 h with 0.2 M hydroxyurea (HU, H8627, Sigma) to arrest cells in the S-phase, 20 µg/ml nocodazole (M1404, Sigma) to arrest cells in G2/M, and 75 min after release from G2/M arrest to capture cells in G1. FACS analysis was performed to confirm the cell cycle arrest using a BD FACSort flow cytometer and Cell Quest software (BD Biosciences, Boston, MA), and cell cycle stages were determined based on nuclear position and cell morphology examination of propidium iodide-stained cells using the Zeiss Axioskop 2 microscope (Carl Zeiss, USA) following the methodologies as described previously (Calvert and Lannigan, 2010). IP experiments were performed with whole cell extracts using methodologies as described previously (Mishra et al., 2011; Mishra et al., 2018). IP experiments were performed using α-Flag agarose (A2220, Sigma Aldrich), and α-HA agarose (A2095, Sigma Aldrich) and immunoprecipitates were eluted with Flag-peptides (F3290, Sigma Aldrich) and HA-peptides (I2149, Sigma Aldrich), respectively. Total Protein extracts were prepared with the trichloroacetic acid protein precipitation method (Kastenmayer et al., 2005), and protein levels were quantified using Bio-Rad DC protein quantitation assay (Bio-Rad Laboratories, Hercules, CA). Protein samples were separated by SDS–PAGE on 4–12% Bis-Tris SDS-polyacrylamide gels and transferred to nitrocellulose membrane, and Western blotting was performed as described previously (Boeckmann et al., 2013). Primary antibodies used for Western blotting were α-HA (H6908, Sigma Aldrich), α-Flag (F3165, Sigma Aldrich), α-HA (12CA5, Roche), and α-Tub2 (custommade by the Basrai laboratory). Secondary antibodies used were HRP–conjugated sheep α-rabbit IgG (NA934V) and HRP–conjugated sheep α-mouse IgG (NA931V) from Amersham Biosciences (UK).
ChIP and qPCR experiments
ChIP experiments were done in three biological replications using the protocol and reagents as described previously (Mishra et al., 2007; Mishra et al., 2011). Strains for Cdc7 ChIP were grown in YPD at 25°C and synchronized in G1, S, and G2/M stages of the cell cycle as described for the IP experiments. Strains for Cse4 ChIP were grown in YPD at 25°C to early logarithmic phase. In this culture, we added HU (0.2 M) to synchronize cells in the S-phase or nocodazole (20 µg/ml) to synchronize cells in G2/M stages of the cell cycle, and cultures were incubated at permissive (25°C) and nonpermissive (37°C) temperatures for 2 h. Protein–DNA complexes were captured using α-Flag agarose (A2220, Sigma Aldrich) and α-HA agarose (A2095, Sigma Aldrich), washed, and processed as described previously (Mishra et al., 2007; Mishra et al., 2011). ChIP-qPCR was performed using Fast SYBR Green Master Mix in a 7500 Fast Real Time PCR System (Applied Biosystems, Foster City, CA) with amplification conditions as follows: 95°C for 20 s, followed by 40 cycles of 95°C for 3 s and 60°C for 30 s. The enrichment shown as percent input was calculated from three biological replicates of ChIP-qPCR experiments using the ΔΔCT method (Livak and Schmittgen, 2001).
FRAP experiments
GFP-Cse4 FRAP experiments were performed using cells grown to logarithmic phase of growth at room temperature and shifted to 37°C for 2 h. Imaging of metaphase cells was done as described previously (Chen et al., 2000; Maddox et al., 2000). The positions of kinetochores (GFP-Cse4) and spindle pole bodies (Spc29-RFP) were used as live cell markers for the cell cycle stage to identify cells in metaphase. One cluster of GFP-Cse4 fluorescence was photobleached with a short 35-ms exposure of focused 488-nm laser light in metaphase cells. A seven-plane fluorescence Z series (0.3-µm steps) was obtained immediately after laser exposure to measure the fluorescence photobleaching and recovery as previously described (Pearson et al., 2004). GFP-Cse4 fluorescence intensities were determined by collecting the mean intensity by finding the mean pixel value of a region that fully encompassed the localized fluorescence. The size of this region varied from 4 × 5 pixels to 13 × 13 pixels. The total GFP-Cse4 fluorescence intensity was determined by subtracting the intracellular background levels.
CEN plasmid retention and chromosome segregation assays
The plasmid retention assays were carried out following the procedures as described previously (Au et al., 2020). Briefly, strains were transformed with a CEN plasmid (pRS415 LEU2) and transformants were grown selectively in 1× SC-Leu with 2% glucose at the permissive temperature of 23°C. Cells were plated on 1× SC-Leu with 2% glucose and YPD plates (0 generation, used as a control). Cells were then inoculated into YPD medium and allowed to grow nonselectively for 10 generations at 23°C. Cells after 10 generations of growth were plated on 1× SC-Leu with 2% glucose and YPD plates as above (10 generations). Plasmid retention represents the ratio of the number of colonies grown on SC-Leu over YPD after 10 generations of nonselective growth. The ratio from 10 generations was divided by the ratio from 0 generation (control) and normalized to a value of 100 for the wild-type strain. The frequency of chromosome segregation was determined by a colony color assay as described previously (Spencer et al., 1990), in which the loss of a reporter CF results in red-colored sectors instead of a white-colored colony. Strains containing CF were grown to the logarithmic phase in medium selecting for the CF and plated on synthetic complete medium with limiting adenine at 25°C. About 1200 colonies were examined for each strain. The frequency of CF loss was calculated by counting the red-sectored colonies normalized to the total number of colonies and is shown as % chromosome loss.
In silico identification of Cdc7 target sites in Cse4 and mutagenesis
We performed sequence analysis to identify the predictive target sites of Cdc7 in Cse4 based on the DDK consensus target amino acid sequences as defined in previous studies (Cho et al., 2006; Montagnoli et al., 2006; Charych et al., 2008; Sasanuma et al., 2008; Wan et al., 2008; Randell et al., 2010; Hiraga et al., 2014). We searched for consensus sites (S/T-D/E), which are defined by an acidic residue at the +1 position (Cho et al., 2006; Montagnoli et al., 2006; Charych et al., 2008; Randell et al., 2010; Hiraga et al., 2014), as well as sites containing a negative charge at the +1 position created by a phosphoserine or phosphothreonine modified by another kinase (Sasanuma et al., 2008; Wan et al., 2008; Randell et al., 2010). Mutant alleles of Cse4 were constructed synthetically by changing the predicted sites to alanine (A) or aspartic acid (D) by GeneScript (GeneScript). These synthetic mutant constructs were either integrated at the endogenous locus replacing the wild-type Cse4 with the mutant copy expressed from its native promoter (cse4-4A and cse4-7A) or cloned into LEU2+ ARS4/CEN6 vector (pRS415, cse4-4D) to use in the complementation assay. The resultant constructs, namely, vector::LEU2 (pRS415), CSE4::LEU2 (pMB1725), and cse4-4D::LEU2 (pMB2001) were then transformed into the cse4Δ strain carrying CSE4::URA3 on a CEN plasmid (pRB199) to test for CSE4 function by a plasmid shuffle assay.
SPI and microscopy
SPI screens were performed as previously described (Olafsson and Thorpe, 2015, 2018), which makes use of both the GFP-binding protein (Rothbauer et al., 2008; Fridy et al., 2014) and the GFP collection (Howson et al., 2005). SPA is used to introduce plasmids into arrays of query yeast strains (Reid et al., 2011). The resulting colonies were scanned with a desktop flatbed scanner (Epson V750 Pro, Seiko Epson Corporation, Japan). Colony sizes were determined and analyzed using ScreenMill and ScreenGarden software, which calculate log growth ratios (LGRs), a measure of the strength of the growth defect (Dittmar et al., 2010; Klemm et al., 2020). LGR values greater than 0.4 were considered to represent a growth defect in the screen, which represents at least a 45% drop in the number of yeast on the experimental condition versus the control. The cells were imaged with a Zeiss Axioimager Z2 microscope using a 63× 1.4 NA oil immersion lens, illuminated with a Zeiss Colibri LED light source (GFP = 470 nm, RFP = 590 nm). Bright-field contrast was enhanced using differential interference contrast prisms. Images were captured using a Flash 4.0 LT CMOS camera with 6.5 μm pixels binned 2 × 2 (Hamamatsu photonics, Japan). Images were processed with ImageJ and Icy softwares.
RNA extraction and reverse transcription (RT)-qPCR
Total RNA from the yeast cells was extracted using the Qiagen RNeasy kit and treated with DNase as per the manufacturer’s instructions (Cat# 74106; Qiagen). DNase-treated RNA was reverse transcribed with the Access RT-PCR System (Promega Corporation, Madison, WI) in a 10-μl reaction using the primers for CSE4 and ACT1 (Table 2), and transcription levels were determined by real-time qPCR using 7500 Fast SYBR Green Master Mix (Applied Biosystems). RNA samples subjected to the RT step without reverse transcriptase enzyme were used as negative controls. The CT values, representing the number of amplification cycles needed to cross the threshold fluorescence in the exponential region of amplification curve, were determined and used for the relative measurement of gene transcription.
Supplementary Material
Acknowledgments
We are highly thankful to Sue Biggins, Georjana Barnes, and Inbal Gazy for strains and plasmids; Kathy McKinnon of the National Cancer Institute Vaccine Branch FACS Core for assistance with FACS; and the members of the Basrai laboratory for technical assistance and helpful discussions. P.K.M., W.C.A., J.R.E., L.B., and M.A.B. were supported by the Intramural Research Program of the National Cancer Institute, National Institutes of Health (NIH); M.W. was supported by The Van Andel Institute; R.A.S. was supported by NIH Grant R01GM35078; J.D.S. and K.B. were supported by NIH Grant R37 GM32238; and H.W. and P.H.T. were supported by the Queen Mary University of London.
Abbreviations used:
- Cdk
cyclin-dependent kinase
- CEN
centromere
- CF
chromosome fragment
- ChIP
chromatin immunoprecipitation
- CIN
chromosomal instability
- DDK
Dbf4-dependent kinase
- FACS
fluorescence activated cell sorting
- FOA
fluoro-orotic acid
- FRAP
fluorescence recovery after photobleaching
- GBP
GFP-binding protein
- GFP
green fluorescent protein
- HFD
histone fold domain
- HU
hydroxyurea
- IP
immunoprecipitation
- LGR
log growth ratio
- qPCR
quantitative PCR
- RFP
red fluorescent protein
- RT-qPCR
reverse transcription quantitative PCR
- SPA
selective ploidy ablation
- SPI
synthetic physical interaction
- YPD
yeast peptone dextrose.
Footnotes
This article was published online ahead of print in MBoC in Press (http://www.molbiolcell.org/cgi/doi/10.1091/mbc.E21-06-0323).
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