Abstract
RNA interference (RNAi) refers to the ability of exogenously introduced double-stranded RNA (dsRNA) to silence expression of homologous sequences. Silencing is initiated when the enzyme Dicer processes the dsRNA into small interfering RNAs (siRNAs). Small RNA molecules are incorporated into Argonaute protein-containing effector complexes, which they guide to complementary targets to mediate different types of gene silencing, specifically post-transcriptional gene silencing (PTGS) and chromatin-dependent gene silencing1. Although endogenous small RNAs play critical roles in chromatin-mediated processes across kingdoms, efforts to initiate chromatin modifications in trans by using siRNAs have been inherently difficult to achieve in all eukaryotic cells. Using fission yeast, we show that RNAi-directed heterochromatin formation is negatively controlled by the highly conserved RNA polymerase-associated factor 1 complex (Paf1C). Temporary expression of a synthetic hairpin RNA in Paf1C mutants triggers stable heterochromatin formation at homologous loci, effectively silencing genes in trans. This repressed state is propagated across generations by continual production of secondary siRNAs, independently of the synthetic hairpin RNA. Our data support a model where Paf1C prevents targeting of nascent transcripts by the siRNA-containing RNA-induced transcriptional silencing (RITS) complex and thereby epigenetic gene silencing, by promoting efficient transcription termination and rapid release of the RNA from the site of transcription. We show that although compromised transcription termination is sufficient to initiate the formation of bi-stable heterochromatin by trans-acting siRNAs, impairment of both transcription termination and nascent transcript release is imperative to confer stability to the repressed state. Our work uncovers a novel mechanism for small RNA- mediated epigenome regulation and highlights fundamental roles for Paf1C and the RNAi machinery in building epigenetic memory.
In the fission yeast Schizosaccharomyces pombe, a functional RNAi pathway is required for the formation and stable propagation of constitutive heterochromatin found at pericentromeric repeat sequences. S. pombe contains single genes encoding for an Argonaute and a Dicer protein, called ago1+ and dcr1+ respectively. Centromeres of ago1Δ or dcr1Δ cells have markedly reduced histone 3 lysine 9 (H3K9) methylation, which is a hallmark of heterochromatin, and defective chromosome segregation and heterochromatic gene silencing2. Ago1 is loaded with endogenous small RNAs corresponding to heterochromatic repeats, and interacts with Chp1 and Tas3 to form the RITS complex3. Current models propose that Ago1-bound small RNAs target RITS to centromeres via base-paring interactions with nascent, chromatin-associated non-coding transcripts. Consequently, RITS recruits the RNA-dependent RNA polymerase complex (RDRC) to initiate dsRNA synthesis and siRNA amplification, as well as the cryptic loci regulator complex (CLRC) to facilitate methylation of histone H3K94. Chp1 reinforces the heterochromatin association of RITS by binding methylated H3K9 with high affinity5, thereby creating a positive-feedback loop between siRNA biogenesis, RITS localization, and H3K9 methylation. Hence, siRNA-programmed RITS acts as a specificity determinant for the recruitment of other RNAi complexes and chromatin-modifying enzymes to centromeres. However, an outstanding question is whether synthetic siRNAs can also function in this context, and thereby be used to trigger de novo formation of heterochromatin, particularly outside of centromeric repeats, in order to stably silence gene expression at will1.
Small RNAs play critical roles in endogenous chromatin-mediated processes also in plants, C. elegans, D. melanogaster, and ciliates. Their role in chromatin silencing can also be extended to mammalian cells, although the mechanisms and physiological pathways are less clear1,6. Yet, efforts to initiate chromatin modifications in trans by using siRNAs have been inherently difficult to achieve in all organisms. In plants, this is because the ability of siRNAs to induce DNA methylation at gene promoters is context-dependent and sensitive to pre-existing chromatin modifications7. And although siRNAs have been shown to promote DNA methylation in trans on homologous reporter transgenes in Tobacco and Arabidopsis8, it is unclear whether this is a general phenomenon for endogenous promoters. In mammalian cells, the introduction of siRNAs or hairpin RNAs has been reported to promote the modification of DNA and histones9-11. However, most small RNAs seem to exclusively mediate PTGS, and siRNA-mediated silencing of transcription does not necessarily require chromatin modification12,13. Consequently, the potential of synthetic siRNAs to trigger long-lasting gene repression in mammalian cells is debated. Similarly, although studies in S. pombe have shown that RNA hairpin-derived siRNAs can promote H3K9 methylation in trans at a small number of loci14,15, it is inefficient, locus-dependent, and the silent state observed is weak and highly unstable14. Rather, endogenous protein-coding genes appear to be refractory to siRNA-directed repression in trans in wild type cells (Extended Data Fig. 1 and 2). Therefore, it has been hypothesized that the ability of siRNAs to direct de novo formation of heterochromatin in trans is under strict control by mechanisms that have thus far remained elusive.
To identify putative suppressors of siRNA-mediated heterochromatin formation we designed a small RNA-mediated silencing (sms) forward genetic screen. We constructed a reporter strain (sms0), which expresses an RNA hairpin (ade6-hp) that is complementary to 250nt of ade6+ (Fig. 1a and Extended Data Fig. 1). We chose ade6+ as a reporter because ade6 mutant cells form red colonies on limiting adenine indicator plates, whereas ade6+ cells appear white. Although the ade6-hp construct generated siRNAs complementary to ade6+ mRNAs, no red colonies were visible, demonstrating that ade6+ siRNAs cannot silence the ade6+ gene in trans in sms0 cells (Extended Data Fig. 1b and 2). To screen for mutants that would enable ade6+ siRNAs to act in trans, we mutagenized sms0 cells with ethylmethansulfonate (EMS). This revealed five sms mutants that are highly susceptible to de novo formation of heterochromatin and stable gene silencing by siRNAs that are acting in trans (Extended Data Fig. 3 and Supplementary Information).
To map the mutations in sms mutants we re-sequenced the genomes of sms0 and backcrossed sms mutants using whole-genome next generation sequencing (Supplementary Information). We mapped missense or nonsense mutations in the genes SPBC651.09c, SPAC664.03, SPBC13E7.08c, and SPBC17G9.02c (Extended Data Fig. 3), whose homologues in budding yeast encode for protein subunits of the Paf1 complex. We therefore named SPAC664.03, SPBC13E7.08c, and SPBC17G9.02c after the S. cerevisiae homologues paf1+, leo1+, and cdc73+, respectively. SPBC651.09c has already been named as prf1+16. To validate these as the causative mutations, we reconstituted the candidate point mutations in Paf1, Leo1, Cdc73, and Prf1 in sms0 cells. All five point mutations recapitulated the sms mutant phenotype in cells expressing ade6-hp siRNAs (Fig. 1b, c). As expected from the red color assays, ade6+ mRNA levels were reduced in all mutant strains. siRNA-mediated ade6+ silencing was also observed in cells that express a C-terminally 3xFLAG tagged version of the fifth Paf1C subunit Tpr1, which acts as a hypomorphic allele (Extended Data Fig. 4). Therefore, we have identified mutant alleles for the homologs of all five subunits of Paf1C that enable siRNAs to induce gene silencing in trans.
We next analyzed whether other genes could also be silenced in trans in the Paf1C mutants. We first selected the endogenous ura4+ gene, as this has been shown to be refractory to silencing by siRNAs acting in trans14,15,17. The paf1-Q264Stop mutation was introduced in a strain expressing ura4+ siRNAs from a ura4+ hairpin integrated at the nmt1+ locus15. ura4+ repression was monitored by growing cells on media containing 5-Fluoroorotic Acid (5-FOA), which is toxic to ura4+ expressing cells. As expected, paf1+ cells did not grow on 5-FOA containing media, indicating that the ura4+ gene is expressed. However, paf1-Q264Stop cells formed colonies on 5-FOA containing media, demonstrating siRNA-directed silencing of the endogenous ura4+ locus (Extended Data Fig. 5a). Similarly, siRNAs generated at the heterochromatic ura4+::5BoxB locus18 were able to silence a leu1Δ::ura4+ reporter in trans in paf1-Q264Stop but not paf1+ cells (Extended Data Fig. 5b), demonstrating that siRNAs generated from sources other than RNA stem-loop structures also direct trans-silencing in paf1+ mutant cells. Finally, we also observed silencing of the endogenous ade6+ gene when ade6-hp siRNAs were expressed from the nmt1+ locus in paf1-Q264Stop cells (Extended Data Fig. 5c). In summary, Paf1C mutations enabled siRNA-directed silencing in trans at all euchromatic loci that we tested. The foregoing results indicated that de novo formation of heterochromatin was mediated by trans-acting siRNAs. Indeed, Paf1C mutants showed high H3K9 methylation at all ade6+ siRNA target loci (Fig. 1d and Extended Data Fig. 6a-c), demonstrating that Paf1C prevents trans- as well as cis-acting siRNAs from directing methylation of H3K9. Further corroborating the formation of bona fide heterochromatin at the ade6+ target locus, ade6+ repression was dependent on components of SHREC (histone deacetylase complex) and CLRC (histone methyltransferase complex), as well as the HP1 proteins Swi6 and Chp2, which are known to facilitate constitutive heterochromatin formation at centromeres (Fig. 1e). Finally, formation of heterochromatin reduced transcriptional activity of the ade6+ gene as evidenced by reduced H3K36 tri-methylation and RNA polymerase II occupancy (Extended Data Fig. 6d, e). From these results we conclude that siRNAs can initiate the formation of heterochromatin and gene silencing, but that this is under strict negative control by Paf1C. This explains previous unsuccessful attempts to induce stable heterochromatin formation in trans using synthetic siRNAs.
Consistent with the formation of an epigenetically distinct chromatin domain at the siRNA target loci, cells in a population of freshly generated Paf1C mutants were either fully red or white. The latter gradually became red with increasing numbers of mitotic divisions and once established, the silent state was remarkably stable (Fig. 1b, c). The fact that not all cells in a population of naïve Paf1C mutant cells turned red immediately allowed us to determine the frequency of initiation of heterochromatin formation quantitatively. This analysis revealed that silencing in mitotic cells was efficiently established in leo1-W157Stop mutant cells, whereas cdc73-G313R cells were the least efficient (Fig. 2a). Descendants of a red colony switched to the white phenotype only sporadically in all Paf1C mutants, demonstrating that maintenance of heterochromatin is very robust in these cells (Fig. 2b). Interestingly, siRNA-directed de novo formation of heterochromatin was most efficient in meiosis. In 70% of all crosses between a naïve paf1-Q264Stop mutant (white) and a paf1+ cell, at least one of two paf1-Q264Stop spores had initiated ade6+ repression (red) (Fig. 2c and Extended Data Fig. 7). We also observed highly efficient propagation of the silent state through meiosis, but only in descendants of spores that inherited the Paf1C mutation (Fig. 2d). Thus, siRNAs are sufficient to initiate the formation of very stable heterochromatin when Paf1C function is impaired.
Intriguingly, assembly of heterochromatin at the ade6+ target gene was accompanied by the production of novel ade6+ siRNAs that are not encoded in the ade6-hp and that accumulated to high levels (Fig. 2e). Thus, primary ade6-hp siRNAs trigger the production of highly abundant secondary ade6+ siRNAs in Paf1C mutants. To test whether continuous production of siRNAs is necessary for sustaining the repressed state, we deleted genes encoding for RNAi factors and found that ade6+ silencing was completely abolished in all canonical RNAi mutants. Deletion of tri1+ resulted in moderate derepression of ade6+ silencing, suggesting a minor contribution of this exonuclease to siRNA-mediated heterochromatin silencing (Fig. 1e). To test whether secondary siRNAs produced at the ade6+ target locus are sufficient to maintain heterochromatin, we crossed a trp1+::ade6+ paf1-Q264Stop ade6-hp+ strain (red) with a trp1+::ade6+ paf1-Q264Stop (white) strain. These crosses regularly produced spores that gave rise to red cells even in the absence of the nmt1+::ade6-hp+ allele. The red phenotype was still visible after replica plating, demonstrating that heterochromatin can be maintained in the absence of the primary siRNAs for hundreds of mitotic cell divisions (Fig. 2f). These results demonstrate that siRNAs can induce an epigenetic change in gene expression in meiotic and mitotic cells, and that secondary siRNA production is sufficient to propagate the repressed state for many mitotic cell divisions independently of the primary siRNAs that triggered the epigenetic switch.
The highly conserved Paf1C is well known for promoting RNA Pol II transcription elongation and RNA 3′-end processing (Fig. 3a). Paf1C also governs transcription-coupled histone modifications and has connections to DNA damage repair, cell cycle progression, and other processes19. Given this broad function, we assessed the impact of our Paf1C mutations on genome expression. This analysis revealed that paf1-G104R, paf1-Q264Stop, prf1-Q472Stop, and leo1-W157Stop impair repression of heterochromatin formation, without affecting RNA expression globally (Supplementary Information and Extended Data Fig. 8). This is consistent with our observation that ade6+ expression is unaffected in Paf1C mutants in the absence of siRNAs (Fig. 1b). We did, however, detect a reduction in H3K36 tri-methylation and an increase in RNA Pol II occupancy on the ade6+ gene in paf1-Q264Stop cells (Fig. 3b, c). This is consistent with Paf1C’s role in promoting transcription and suggests that decelerated transcription kinetics in Paf1C mutants enables siRNA-directed epigenetic gene silencing. To dissect which of Paf1C’s activities are most critical to prevent RNAi-mediated heterochromatin assembly, we interfered with transcription elongation, termination, or co-transcriptional histone modification directly by mutating genes encoding elongation factors (Tfs1 and Spt4), termination factors (Ctf1 and Res2), or histone methyltransferases (Set1 and Set2) (Fig. 3a)20,21. We observed siRNA-mediated initiation of ade6+ silencing in ctf1-70 and res2Δ cells, but not in tfs1Δ, spt4Δ, set1Δ, and set2Δ cells (Fig. 3d-f), demonstrating that impaired transcription termination but not elongation is sufficient to allow siRNA-directed repression. Notably, although impaired transcription termination in ctf1-70 and res2Δ cells was sufficient to initiate silencing, the silent state was less stable than in paf1-Q264Stop mutant cells (Fig. 3e, f). This explains why our screen did not reveal mutations in transcription termination factors.
In ctf1-70 cells, although RNA Pol II fails to terminate, the nascent RNA is still properly processed and released from the site of transcription21. This likely accounts for the less stable silencing in ctf1-70 cells and suggests that the more severe phenotype of Paf1C mutants is due to the combined effects of impaired termination and nascent transcript release. Therefore, we tested whether artificially releasing the nascent transcript from the site of transcription partially alleviates siRNA-mediated heterochromatin formation in Paf1C mutant cells. To this end, we inserted a 52-nucleotide hammerhead ribozyme (Rz), preceded by a templated polyA (A75) tail, downstream of the ade6+ open reading frame (ade6-Rz) to induce self-cleavage of nascent ade6+ transcripts (Fig. 3g). Indeed, initiation of silencing at the ade6-Rz locus was inefficient and the repressed state was poorly propagated in paf1-Q264Stop mutant cells. In contrast, silencing was very effective in cells that harbor a single base change in the catalytic site of the Rz (ade6-Rzm) that abolishes self-cleavage (Fig. 3h). Thus, retaining the nascent transcript on chromatin is critical to stabilize the repressed state.
These results are consistent with a kinetic model for Paf1C function and demonstrate that proper transcription termination is critical to prevent de novo formation of heterochromatin by siRNAs (Extended Data Fig. 9). This is further supported by the recent observation that termination sequences in the 3’UTR of the ura4+ gene inhibit the ability of siRNAs to promote heterochromatin formation17 and is reminiscent of enhanced silencing phenotype (esp) mutations in Arabidopsis thaliana, which are in genes that encode for members of the cleavage polyadenylation specificity factor (CPSF) and cleavage stimulation factor (CstF) complexes22. Importantly, our results show that impairment of both transcription termination and nascent transcript release is imperative to confer stability to the repressed state, although compromised transcription termination is sufficient to initiate the formation of bi-stable heterochromatin by trans-acting siRNAs.
Besides Dcr1-dependent siRNAs, Ago1 associates with Dcr1-independent small RNAs referred to as primal RNAs (priRNAs). priRNAs appear to be degradation products of abundant transcripts and could potentially trigger siRNA amplification and uncontrolled heterochromatic gene silencing23. Therefore, we speculated that the physiological function of Paf1C is to protect the genome from spurious priRNA-mediated heterochromatin formation. To investigate this we analyzed whether Paf1C mutants would disclose genomic regions that could be potentially assembled into facultative heterochromatin by endogenous small RNAs. Based on our results, loci at which facultative heterochromatin forms in an RNAi-dependent manner are expected to display reduced RNA expression with a concomitant increase in siRNA production. As expected, the nmt1+::ade6-hp+, trp1+::ade6+, and ade6-704 loci fulfilled this criteria (Extended Data Fig. 10a). Moreover, we observed repression and siRNA production for genes flanking these loci, indicating spreading of heterochromatin into neighboring genes, which occurred up to 6 kb up or downstream of the ade6-hp siRNA target sites. Indeed, we observed H3K9 methylation in this region in leo1Δ cells specifically (Extended Data Fig. 10b, c). In addition to these regions, we observed siRNA-directed silencing signatures at different, non ade6+-linked genomic loci, indicating that Paf1C may indeed function to protect the genome from illegitimate repression of protein coding genes by endogenous priRNAs. However, we did not recover the same sites repeatedly in the different Paf1C mutants (Supplementary Table 1). This implies that initiation of silencing at these sites occurred stochastically and that there are no specific sites primed for the formation of facultative heterochromatin in mitotic cells that are grown under standard laboratory conditions. Therefore, we conclude that Paf1C protects protein-coding genes from unwanted long-term silencing that might occur by chance, thereby restraining phenotypic variation and conferring epigenetic robustness to the organism.
In summary, we discovered that synthetic siRNAs are highly effective in directing locus-independent assembly of heterochromatin that can be stably maintained through mitosis and meiosis only when Paf1C activity is impaired. A remarkable observation of our study is that the newly established heterochromatin was inherited for hundreds of cell divisions across generations in Paf1C mutant cells, even in the absence of the primary siRNAs that triggered the assembly of heterochromatin. This phenomenon complies with the classical definition of epigenetics24 (i.e. that it is heritable even in the absence of the initiating signal) and highlights fundamental roles of Paf1C and the RNAi machinery in building up epigenetic memory. This mechanism is also reminiscent of RNA-mediated epigenetic phenomena in higher eukaryotes such as paramutation25 and RNA-induced epigenetic silencing (RNAe)26. RNAe is a phenomenon in which small RNAs of the C. elegans Piwi pathway can initiate transgene silencing that is extremely stable across generations even in the absence of the initiating Piwi protein. Yet, not all Piwi pathway RNAs trigger RNAe27. Similarly, generation of siRNAs is necessary but not sufficient for paramutation in maize28. Thus, Paf1C may also play a regulatory role in paramutation and/or RNAe. Interestingly, Paf1C is known to help maintain expression of transcription factors required for pluripotency in human and mouse embryonic stem cells and prevent expression of genes involved in lineage specification29,30, which may also involve small RNAs and chromatin regulation.
The ability to induce long-lasting and sequence specific gene silencing by transient delivery of synthetic siRNAs without changing the underlying DNA sequence will not only enable fundamental research on mechanisms that confer epigenetic memory, but may also open up new avenues in biotechnology and broaden the spectrum of the potential applications of RNAi-based therapeutics. Epigenetic control over gene expression is of particular interest in plant biotechnology, as this would circumvent the generation of genetically modified organisms.
METHODS
Strains, Plasmids
Fission yeast strains were grown at 30°C in YES medium. All strains were constructed following a PCR-based protocol31 or by standard mating and sporulation. Plasmids and Strains generated in this study are shown in Supplementary Tables 2 and 3.
EMS mutagenesis, hit selection, and Backcrossing
Exponentially growing sms0 (SPB464) cells were washed and resuspended in 50mM K-phosphate buffer (pH7.0) and treated with EMS (final concentration 2.5%) for 150 min. An equal volume of freshly prepared 10% Na-thiosulfate was then added. Cells were washed with water and subsequently resuspended in YES. EMS treatment resulted in ~50% cell viability. To screen for mutants in which ade6+ expression was silenced, cells were spread on YE plates. About 350000 colonies were examined and pink colonies were selected for further evaluation. Positive hits were backcrossed 4 times with the parental strains SPB464 or SPB1788, depending on mating type.
Silencing assays
To assess ura4+ expression, serial 10-fold dilutions of the respective strains were plated on PMGc (nonselective, NS) or on PMGc plates containing 2 mg/ml 5-FOA. To assess ade6+ expression, serial 10-fold dilutions of the respective strains were plated on YES and YE plates.
Assessment of initiation versus maintenance of ectopic heterochromatin formation
Mutant strains were seeded on YE plates and single cell-derived red or white colonies were selected. Colonies were resuspended in water and 100-500 cells were seeded on YE plates, which were then incubated at 30°C for 3 days. Images of the plates were acquired after one night at 4°C and colonies were counted automatically using Matlab (The MathWorks) and ImageJ Software (National Institutes of Health).
RNA isolation and cDNA synthesis
RNA isolation and cDNA synthesis was performed as described in32.
Quantitative Real-time PCR
Real-time PCR on cDNA samples and ChIP DNA was performed as described in33 using a Bio-Rad CFX96 Real-Time System using SsoAdvanced SYBR Green supermix (Bio-Rad). Primer sequences are given in Supplementary Table 4.
Chromatin Immunoprecipitation (ChIP)
ChIP experiments were performed as previously described in33 with minor modifications. Briefly, S. pombe cells were fixed with 1% formaldehyde for 15 min and then lysed in buffer containing 50 mM HEPES/KOH, pH 7.5, 140 mM NaCl, 1 mM EDTA, 1% Triton X-100, 0.1% Na deoxycholate, 1 mM PMSF and protease-inhibitor cocktail. Chromatin was sheared with a Bioruptor (Diagenode). The following antibodies were used in this study: histone H3K9me2-specific mouse monoclonal antibody from Wako (clone no. MABI0307), histone H3-specific rabbit polyclonal antibody from Abcam (clone no. ab1791), histone H3K36me3-specific rabbit polyclonal antibody from Abcam (clone no. ab9050), and RNA Polymerase II mouse monoclonal antibody from Covance (clone no. 8WG16).
Small RNA Sequencing
Total RNA was isolated from exponentially growing cells using the hot phenol method34. The RNA was fractionated using RNeasy Midi columns (Qiagen) following the ’RNA cleanup protocol’ provided by the manufacturer. The flow-through fraction was precipitated (’small RNA’ fraction). Aliquots (25 μg) of the small RNA fraction were separated by 17.5% PAGE and the 18- to 28-nt population purified. Libraries were prepared using the Illumina TruSeqTM small RNA preparation protocol (Cat.# RS-930-1012). The 145- to 160-nt population was isolated and the library sequenced on an Illumina HiSeq2000. Small RNA reads were aligned as described previously32 with two mismatches allowed.
Whole genome sequencing
Cells from overnight culture were harvested, washed once with water and flash frozen in liquid nitrogen. Cells were spheroplasted in spheroplast buffer (1.2 M sorbitol, 100 mM KHPO4, pH 7.5, 0.5 mg ml−1 Zymolyase (Zymo Research), 1 mg ml−1 lysing enzyme from Trichoderma harzianum (Sigma)). Genomic DNA was isolated using the DNeasy Blood and Tissue Kit (Qiagen). Barcoded genomic DNA libraries for Illumina next-generation sequencing were prepared from 50ng genomic DNA using the Nextera DNA Sample Preparation Kit (Illumina, San Diego, USA). Libraries were pooled equimolarly and sequenced on one lane of a HiSeq2000 machine (Illumina). Basecalling was done with RTA 1.13.48 (Illumina) software and for the demultiplexing CASAVA_v1.8.0 (Illumina) was used. For each strain, between 8.7 and 25.5 Mio. (mean of 14.2 Mio) 50-mer reads were generated and aligned to the Schizosaccharomyces pombe 972h- genome assembly (obtained on September 17, 2008 from http://www.broad.mit.edu/annotation/genome/schizosaccharomyces_group/MultiDownloads.html) using “bwa” (35, version 0.7.4) with default parameters, but only retaining single-hit alignments (“bwa samse -n 1” and selecting alignments with “X0:i:1”), resulting in a genome coverage between 26 and 85-fold (mean of 44-fold). The alignments were converted to BAM format, sorted and indexed using “samtools” (36, version 0.1.19). Potential PCR duplicates were removed using “MarkDuplicates” from “Picards” (http://picard.sourceforge.net/, version 1.92). Sequence variants were identified using GATK (37, version 2.5.2) indel realignment and base quality score recalibration using a set of high confidence variants identified in an initial step as known variants, followed by SNP and INDEL discovery and genotyping for each indivial strain using standard hard filtering parameters, resulting in a total of 270 to 274 sequence variations (mean of 280) in each strain compared to the reference genome (406 unique variations in total over all strains). Finally, variations were filtered to retain only high quality single nucleotide variations (QUAL >= 50) of EMS-type (G|C to A|T) with an alellic balance >= 0.9 (homozygous) that were not also identified in the parental strain (sms0), reducing the number of variations per strain to a number between 2 and 8 (mean of 4.6).
Expression profiling
RNA was isolated from cells collected at OD600 = 0.5 using the hot phenol method34. The isolated RNA was processed according to the GeneChip Whole Transcript (WT) Double-Stranded Target Assay Manual from Affymetrix using the GeneChip S. pombe Tiling 1.0FR. All tiling arrays were processed in R38 using bioconductor39 and the packages tilingArray40 and preprocessCore. The arrays were RMA background-corrected, quantile-normalized, and log2-transformed on the oligo level using the following command: expr <-log2(normalize.quantiles(rma.background.correct(exprs(readCel2eSet (filenames,rotated=TRUE))))). Oligo coordinates were intersected with the genome annotation and used to calculate average expression levels for individual genomic features (excluding those with <10 oligos) as well as broader annotation categories. In the latter case, multimapping oligos were counted only once per category (avoiding multiple counts from the same oligo).
Gene nomenclature
The proteins PAF1p, CDC73p, RTF1p, LEO1p, and CTR9p form a stable complex in S. cerevisiae (Paf1C). The systematic IDs of the genes encoding the S. pombe homologs of these proteins are SPAC664.03, SPBC17G9.02c, SPBC651.09c, SPBC13E7.08c, and SPAC27D7.14c, respectively. The CTR9 homolog SPAC27D7.14c is currently annotated as Tpr1. The RTF1 homolog SPBC651.09c is currently annotated as PAF-Related Factor 1 (prf1+), because rtf1+ is already used for an unrelated gene (SPAC22F8.07c). Therefore, we refer SPAC664.03, SPBC17G9.02c, SPBC651.09c, SPBC13E7.08c, and SPAC27D7.14c to as paf1+, cdc73+, prf1+, leo1+, and tpr1+, respectively, in this paper.
Extended Data
Supplementary Material
Acknowledgements
We thank Dr. Tetsushi Iida for providing the plasmid encoding the ade6-hp construct, Nathalie Laschet and Rikako Tsuji for technical assistance, Stéphane Thiry for hybridizing tiling arrays, Kirsten Jacobeit and Sophie Dessus-Babus for small RNA sequencing, Tim Roloff for archiving data sets, Moritz Kirschmann for developing the Matlab script for colony counting, and Alex Tuck for comments on the manuscript. This work was supported by funds from the Swiss National Science Foundation, the European Research Council, and the Boehringer Ingelheim Fonds. The Friedrich Miescher Institute for Biomedical Research is supported by the Novartis Research Foundation.
Footnotes
Supplementary Information is available in the online version of the paper.
Genome-wide data sets are deposited at GEO under the accession number GSE59171.
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