Abstract
TRIM28 is critical for the silencing of endogenous retroviruses (ERVs) in embryonic stem (ES) cells. Here, we reveal that an essential impact of this process is the protection of cellular gene expression in early embryos from perturbation by cis-acting activators contained within these retroelements. In TRIM28-depleted ES cells, repressive chromatin marks at ERVs are replaced by histone modifications typical of active enhancers, stimulating transcription of nearby cellular genes, notably those harboring bivalent promoters. Correspondingly, ERV-derived sequences can repress or enhance expression from an adjacent promoter in transgenic embryos depending on their TRIM28 sensitivity in ES cells. TRIM28-mediated control of ERVs is therefore crucial not just to prevent retrotransposition, but more broadly to safeguard the transcriptional dynamics of early embryos.
TRIM28 (tripartite motif-containing protein 28, also known as KAP1, KRAB-associated protein 1, or TIF1β) is a co-repressor that is highly expressed in embryonic stem (ES) cells and is crucial to early mouse development, because homozygous Trim28 knock-out (KO) embryos arrest shortly after implantation and fail to gastrulate (Cammas et al. 2000). TRIM28 is tethered to DNA by sequence-specific Krüppel-associated box zinc finger proteins (KRAB-ZFPs) (Friedman et al. 1996; Emerson and Thomas 2009; Thomas and Schneider 2011) and induces local heterochromatin formation through the histone methyltransferase SETDB1 (or ESET), responsible for trimethylating histone 3 at lysine 9 (Schultz et al. 2002; Ivanov et al. 2007; Frietze et al. 2010), the NuRD (nucleosome remodeling and deacetylation) complex (Schultz et al. 2001), which contains the histone deacetylases HDAC1 and HDAC2 (for review, see McDonel et al. 2009), and heterochromatin protein 1 (HP-1) (Lechner et al. 2000; Sripathy et al. 2006). TRIM28 is required for proper oocyte-to-embryo transition (Messerschmidt et al. 2012), for the maintenance of imprinting marks immediately after fertilization (Li et al. 2008; Quenneville et al. 2011; Zuo et al. 2012), and for the self-renewal of ES cells, which rapidly die or undergo differentiation upon its removal (Wolf and Goff 2007; Fazzio et al. 2008; Hu et al. 2009; Rowe et al. 2010; Seki et al. 2010). However, which specific genes are controlled by TRIM28 during this early embryonic period remains largely unknown.
In contrast, it has now been firmly established that TRIM28, in part through SETDB1, is responsible for maintaining endogenous retroviruses (ERVs) in a silent state in ES cells and early embryos (Matsui et al. 2010; Rowe et al. 2010). TRIM28-mediated repression acts on multiple subsets of ERVs including intracisternal A-type particles (IAPs) and early transposon (Etn)/MusD elements, as well as on MERVL and ERVK families (for review, see Rowe and Trono 2011), and also partakes in blocking the replication of murine leukemia virus (MLV) in murine embryonic cells (Wolf and Goff 2007, 2009). Preventing the genomic spread of these retroelements may intuitively appear as the primary role of this process, yet the vast majority of ERVs carry mutations that inactivate their retrotransposition potential. Accordingly, it is noteworthy that the long terminal repeats (LTRs) of ERVs harbor binding sites for numerous transcription factors, as expected from the needs of their own replication. Furthermore, rare ERV-contained sequences have been found to function as cis-acting regulatory elements during mouse, human, and chick development through their recruitment of proteins such as POU5F1 (also called OCT4), GATA4, and CTCF (Bourque et al. 2008; Kunarso et al. 2010; Mey et al. 2012; Schmidt et al. 2012). ERVs and cellular genes can additionally be coordinately controlled in ES cells (Karimi et al. 2011; Macfarlan et al. 2011, 2012). Based on this premise, we asked here whether a component of the TRIM28-mediated maintenance of ES cell homeostasis might be the control of cryptic ERV-associated transcriptional activators. Our results indicate that ERVs are, indeed, transcriptional landmines, the TRIM28-mediated control of which is essential to preserve the transcriptional dynamics of ES cells. Regulation of retrotransposons by a TRIM28 pathway is thus critical not just to prevent retrotransposition, but more broadly to safeguard the timely activation of genes during early development.
Results
Transcriptional deregulation in Trim28 knock-out ES cells
Using a previously described tamoxifen-inducible Cre/lox system (Rowe et al. 2010), we first compared mRNA-sequencing (mRNA-seq) data from control and Trim28-deleted murine ES cells (Fig. 1A,B). Transcripts from ∼20,000 genes were detected in control cells. Four days after Cre induction, based on a twofold cutoff and a significant difference of P ≤ 0.05, around 5700 of them were up-regulated (29%, including 1850 transcripts that were more than fivefold up-regulated), while around 720 were down-regulated (4%) and 13,600 unchanged (67%). From now on, we refer to these gene groups as “Up,” “Down,” and “Stable,” respectively. In contrast, in mouse embryonic fibroblasts (MEFs), transcriptional deregulation was only modest upon Trim28 deletion (Fig. 1A). This correlates the difference between the dramatic phenotype of Trim28-deleted ES cells, which die or differentiate after a few days and overexpress ERVs, and MEFs, which can be stably maintained and do not up-regulate ERVs (Rowe et al. 2010). Of note, genes affected by Trim28 deletion (both Up and Down) in ES cells were lowly expressed at baseline compared with genes unaffected by removal of this regulator (according to a Wilcoxon rank-sum test that was used to calculate significance here and for all boxplots) (Supplemental Fig. S1A). We decided to focus on up-regulated genes since they represented the larger category and Gene Ontology analysis indicated these genes to be involved in developmental pathways (see Supplemental Fig. S1B; Supplemental Table 1), including through expression at the embryonic two-cell stage as recently described (Macfarlan et al. 2012).
Chromatin state at genes affected by Trim28 deletion
Surprisingly, confrontation of these results with TRIM28 ChIP-seq data performed in the same cells revealed that <1% of up-regulated gene promoters were direct targets of TRIM28 (Supplemental Table 2). This suggested that Up genes could be indirectly affected by Trim28 deletion and/or were normally subjected to TRIM28-controlled nearby cis-acting influences. We thus compared the chromatin status of Up, Down, and Stable genes more broadly using available ChIP-seq data (Mikkelsen et al. 2007). We focused on H3K4me3, a Trithorax group– or TrxG-deposited mark typically associated with active transcription, H3K9me3, frequently a signature of TRIM28/SETDB1 recruitment (Matsui et al. 2010; Rowe et al. 2010), and H3K27me3, another repressive histone modification induced by the Polycomb repressive complex 2 (PRC2) (Bernstein et al. 2006; Gan et al. 2007; Guenther and Young 2010). As previously observed (Mikkelsen et al. 2007), H3K4me3 and H3K27me3 were significantly enriched at gene promoters, while H3K9me3 was generally depleted from these functional domains (Supplemental Fig. S1C). Genes deregulated upon TRIM28 depletion, whether up or down, were significantly closer to H3K9me3-enriched regions than unaffected genes (Fig. 1C, left). More revealingly, Up genes almost completely coincided with H3K27me3 peaks (Supplemental Fig. S1D). In ES cells, the H3K27me3 repressive mark is found together with its activating counterpart H3K4me3 at so-called bivalent promoters, which are rapidly induced upon differentiation (Bernstein et al. 2006). We thus compared the relative distribution of these two marks over the three gene groups. Genes unaffected by TRIM28 removal were the closest to H3K4me3-alone peaks and the farthest away from H3K27me3-alone peaks (Supplemental Fig. S1E), consistent with their average higher levels of expression than Up or Down genes. In contrast and most strikingly, Up genes almost completely overlapped bivalent H3K4me3/H3K27me3 peaks (Fig. 1C, right), indicating that the promoters of many of the genes induced upon Trim28 deletion are poised for transcription. Reciprocally, up-regulated genes (2444) were enriched among bivalent genes (4999) (Mikkelsen et al. 2007), compared with all genes (Fig. 1D, Fisher's exact test: P-value ≤ 1 × 10−16).
Genes up-regulated upon Trim28 deletion are located close to ERVs
Since few gene promoters were direct targets of TRIM28 (see above), we hypothesized that up-regulation of many genes could reflect the deregulation of TRIM28-controlled cis-acting elements situated in their nearby vicinity. In that respect, TRIM28, together with H3K9me3, is found enriched at ERV sequences in ES cells but not MEFs (Matsui et al. 2010; Rowe et al. 2010). Because ERVs are known to contain transcription-regulating sequences, we asked whether they were spatially associated with genes induced upon Trim28 deletion. Indeed, matching the genomic locations of ERVs (82,382 sites) with the three gene groups differentially affected by TRIM28 removal revealed that Up genes were on average significantly closer to these elements than Down or Stable genes (Fig. 1E, left). We also verified that it is not the case that all bivalent genes are enriched in ERVs but rather that bivalent Up genes (2444) are on average closer to ERVs than bivalent stable genes (2314, P = 0.001470) (Supplemental Fig. S2A). Interestingly, Up genes also clustered with long interspersed nuclear elements (LINE1s) but lay further from short interspersed nuclear elements (SINEs) than Down and Stable genes (Supplemental Fig. S2B–D), consistent with the previous observation that LINEs but not SINEs are modestly up-regulated in Trim28-deleted ES cells (Rowe et al. 2010). Reciprocally, the closer genes were to an ERV or particularly to an ERV of the subclass IAPs, the higher their average up-regulation upon TRIM28 removal, with genes also affected (although to a lesser extent) at distances of 100 kb (Fig. 1E, right; data not shown). Of note, this phenomenon of nearby cis-acting regulation is consistent with the previously documented modulation of the Agouti gene by an IAP located some 100 kb away, leading to variable coat colors in mice (Duhl et al. 1994; Michaud et al. 1994). In sum, these data indicate that many Up genes harbor bivalent promoters and lie close to H3K9me3 and ERVs (Fig. 1F).
Trim28 deletion triggers a switch from repressive to active chromatin marks at ERVs
Mapping the genomic location of specific TRIM28-regulated ERVs based on a TRIM28 ChIP-seq is problematic because of the sharpness of the corresponding peaks, which only rarely extend beyond the borders of these multicopy elements. We thus turned to a comparison of H3K9me3 peaks in wild-type and Trim28-deleted ES cells, since this histone modification can spread a few kilobases into the junction of ERV proviruses with their flanking regions (Karimi et al. 2011; Rebollo et al. 2011). We found around 19,000 H3K9me3 peaks, that is, about half of those detected in control ES cells, to be TRIM28 dependent as indicated by their absence in knock-out cells (Fig. 2A, left). In agreement with their noted proximity to ERVs (see Fig. 1E), Up genes lay closer to TRIM28-dependent H3K9me3 peaks than Down and Stable genes (Fig. 2A, right). Likewise, in an element-centric analysis, we used the TRIM28-dependent H3K9me3 peaks to determine the nearest gene, generating a list significantly enriched for up-regulated genes (giving 2220 Up genes, Fisher's exact test, P ≤ 2.2 × 10−16) (Supplemental Fig. S3A; Supplemental Table 3), in line with the gene-centric analysis above. Of note, upon further examination of the high number of H3K9me3 peaks “newly present” in Trim28 knock-out cells, we found them to be in the same locations as the WT peaks but just slightly displaced and smaller in height and diameter rather than representing new peaks (Fig. 2A). These peaks thus most likely represent remnants of TRIM28-specific peaks, which is not surprising considering that our analyses were performed only 4 d after inducing Trim28 excision to avoid lethality.
Interestingly, we observed that the TRIM28-dependent H3K9me3 peaks not only correlated with repressive histone marks, TRIM28, SETDB1 peaks (the latter data set obtained from Bilodeau et al. 2009), and with ERVs, but anti-correlated with H3K4me1 and H3K27ac, marks typically found together on active enhancers (Creyghton et al. 2010; Rada-Iglesias et al. 2010; Shen et al. 2012), while displaying no particular association with H3K4me3 or H3K27me3 (Fig. 2B; data not shown). In line with this, Up genes themselves also lay far from enhancer marks (Supplemental Fig. S3B). We therefore hypothesized that ERVs may gain these marks upon Trim28 deletion, thereby enhancing expression of neighboring genes. To test this idea, we focused on IAPs since we identified a motif highly represented in our H3K9me3 ChIP-seq peaks (in 64% of peaks) normally present in IAP consensus sequences (Supplemental Fig. S3C,D). Supporting this model, ChIP-qPCR with primers designed to amplify the majority of IAPs revealed that, indeed, in Trim28 knock-out ES cells, these elements not only lost TRIM28, SETDB1, and the repressive marks H3K9me3 and H4K20me3, but also gained active marks, including H3K27ac and H3K4me1 (Fig. 2C). This observation fits with the recent detection of H3K9me3 at poised enhancers (Zentner et al. 2011), and indicates that loss of this mark upon TRIM28 depletion may be sufficient to activate such regulatory elements, notably those located within IAPs and likely other ERVs. The derepression of cryptic enhancers within ERVs thus appears to be one prominent mechanism in the transcriptional deregulation triggered by Trim28 deletion in ES cells.
Activation of specific ERV-based enhancers upon loss of TRIM28 leads to activation of nearby genes
To explore the molecular mechanism of this process further, we examined transcription and chromatin state at specific ERV–Up gene pairs. We first focused on an element that was 90% identical to IAP sequences previously found to be TRIM28 regulated (Rowe et al. 2010) and named this ERV IAP575 because of its position 3′ to the bivalent gene Zfp575 (Mikkelsen et al. 2007; Bilodeau et al. 2009) in the sense orientation (Fig. 3A). Zfp575 was markedly up-regulated in TRIM28-depleted ES cells but not MEFs, consistent with our mRNA-seq data, paralleling the modulation of IAPs in these targets (Figs. 3B, 1A). Similar to its Pou5f1 counterpart, the Zfp575 promoter was unmethylated in ES cells. In contrast, the IAP575 LTR displayed high rates of CpG methylation, as did the IAP family as a whole, and to a lesser extent LINEs (Fig. 3C, left). The failure of DNA methylation to extend from the IAP575 LTR to the promoter of the adjacent Zfp575 gene fits with recent observations that (1) DNA methylation only spreads a few kilobases from TRIM28 binding sites (Quenneville et al. 2012; Rowe et al. 2013), and (2) ERV methylation rarely affects flanking regions (Rebollo et al. 2011). Interestingly, while methylation of the IAP575 LTR was unaltered by Trim28 deletion in MEFs, it significantly decreased in their ES cell counterparts, albeit not as dramatically as in ES cells deleted for Ehmt2 (G9a), a histone methyltransferase involved in the maintenance of DNA methylation (Fig. 3C, right; Dong et al. 2008; Tachibana et al. 2008). Perhaps explaining this latter difference, TRIM28 loss is lethal after a few days in ES cells (Rowe et al. 2010), while EHMT2-depleted cells can be stably maintained for many passages, allowing for extensive loss of cytosine methylation through multiple rounds of DNA replication. However, since this only modest decrease in DNA methylation was observed in parallel to the striking up-regulation of genes, it is possible that it contributes to this phenotype.
We then mapped histone marks across the Zfp575/IAP575 locus (Fig. 4). TRIM28, SETDB1, H3K9me3, and H4K20me3 were markedly enriched at IAP575, yet did not spread back to the zfp575 promoter. Upon Trim28 deletion, these repressive histone modifications collectively decreased, to be replaced by the active marks H3K4me1, H3K27ac, and H3Ac over the whole locus, albeit in the most pronounced fashion over its IAP575 part (Fig. 4B–D). We then further validated the up-regulation of several other ERV–Up gene pairs and verified that at these loci, TRIM28-dependent H3K9me3 is substituted by the active mark H3K27ac, as documented by ChIP-seq (Supplemental Figs. S4–S6), in support of our model.
ERV sequences that escape TRIM28-mediated repression can act as activators during embryogenesis
These results indicate that some ERVs carry intrinsic enhancer sequences that are silenced at the ES cell stage via TRIM28-induced repression. To probe this model further, we tested previously identified TRIM28-sensitive and TRIM28-resistant IAP sequences (Rowe et al. 2010) for their ability to modulate a nearby cellular promoter during embryonic development. To this end, we placed these elements in the antisense direction upstream of a phosphoglycerate kinase (PGK) promoter because at baseline this promoter drives only weak expression of GFP in embryos. We then used these lentiviral vectors for transgenesis via transduction of fertilized murine oocytes. Examination of the resulting embryos at E13 revealed that, while a TRIM28-sensitive IAP-derived sequence (IAP4) was able to limit expression from the PGK promoter contained in the lentiviral provirus, its TRIM28-resistant counterpart (IAP1, ∼87% identical) (see Rowe et al. 2010), in contrast, enhanced GFP expression (Fig. 5). Thus, TRIM28 susceptibility can condition the cis-acting transcriptional impact of specific ERV sequences in vivo during embryonic development.
Discussion
The present work unveils a fundamental aspect of transcriptional regulation during the early embryogenesis of higher vertebrates. At the heart of this system lies, on one side, retroelements that have colonized eukaryotic genomes from the earliest times, and on the other side, the tetrapod-specific KRAB-ZFP gene family (Urrutia 2003; Huntley et al. 2006; Emerson and Thomas 2009; Wolf and Goff 2009; Thomas and Schneider 2011), which acts as the targeting machinery for TRIM28. We previously demonstrated that TRIM28 is responsible for the silencing of ERVs in ES cells and early embryos (Rowe et al. 2010). Here, we reveal that an important role of this process is to protect the transcriptional dynamics of early embryos from perturbation by cis-acting activators contained in these mobile elements.
For this, we deleted Trim28 in ES cells and monitored chromatin signatures at deregulated genes and ERVs. We found that half of the ∼5700 transcriptional units up-regulated upon Trim28 deletion in ES cells bore, at baseline, the bivalent histone marks H3K4me3 and H3K27me3 characteristic of genes poised for transcription (Bernstein et al. 2006). Moreover, we noted that, remarkably, these genes were on average located closer to ERVs than genes down-regulated or unaffected following TRIM28 removal. We then further observed that, while in wild-type ES cells, ERVs bound TRIM28 and SETDB1 and accordingly were enriched in H3K9me3 and H4K20me3, they lost these repressive marks upon Trim28 deletion and instead acquired chromatin modifications typically associated with active enhancers such as H3K4me1 and H3K27ac, a phenomenon that was documented both at global IAPs and at the level of specific ERV-up-regulated gene loci. Finally, we could demonstrate that ERV-derived sequences could either repress or activate an adjacent cellular promoter in transgenic mouse embryos, depending on whether they were recognized or not by a TRIM28-containing complex in ES cells.
The model emerging from our study (Fig. 6) is one whereby, in ES cells, the recruitment of TRIM28 and its partners, including SETDB1, at ERV-contained enhancers leads to the maintenance of H3K9me3, H4K20me3, and DNA methylation, which prevents the untimely activation of nearby genes, in particular, those harboring bivalent promoters. Indeed, DNA methylation is known to anti-correlate with active marks (Okitsu and Hsieh 2007; Ooi et al. 2007; Weber et al. 2007; Stadler et al. 2011), and SETDB1 has previously been shown to maintain H3K9 trimethylation and, secondarily, the Suv420H1/2-mediated mark H4K20me3 at ERVs (Matsui et al. 2010). Inactivation of this machinery leads not only to the loss of silent histone marks and to a mild decrease in cytosine methylation but also to the acquisition of active enhancer marks at these loci, which tilts nearby genes, notably those poised for transcription, toward expression. Noteworthy, the NuRD complex, also recruited by TRIM28, is known to mediate deacetylation of H3K27 through its HDAC1 and HDAC2 subunits (Reynolds et al. 2011), which would explain the genome-wide anti-correlation observed between H3K27ac and TRIM28 target sites at baseline. Likewise, LSD1, which shares at least some targets with TRIM28 and NuRD (Macfarlan et al. 2011, 2012), is able to demethylate and therefore decommission the active mark H3K4me1 (Whyte et al. 2012). Accordingly, disruption of either SETDB1 or LSD1 leads to effects on cellular transcripts (Bilodeau et al. 2009; Yuan et al. 2009; Karimi et al. 2011; Macfarlan et al. 2011, 2012). In the case of SETDB1 deletion, this includes the induction of chimeric transcripts initiating from derepressed ERVs, which we also see evidence for here, since some of the same transcripts are induced (Karimi et al. 2011; this study). Here we demonstrate that in the absence of TRIM28, retrotransposon-based enhancers become active.
The heterogeneity of the TRIM28-recruiting ERV loci uncovered here, with sequences intrinsic to IAP, MERVL, and ERVK families, suggests that a large number of different KRAB-ZFPs engage in directing TRIM28 to ERVs in ES cells. Additionally, TRIM28 can also interact with KRAB-O proteins that lack zinc fingers but bridge DNA through other factors such as SRY (Peng et al. 2009). Remarkably, TRIM28 and some KRAB-ZFPs are also detected in adult tissues, albeit along exquisitely cell- and stage-specific fashions, where they have become coopted to influence tissue-specific gene regulation (Jakobsson et al. 2008; Bojkowska et al. 2012; Chikuma et al. 2012; Krebs et al. 2012; Santoni de Sio et al. 2012a,b). Whether some ERV-derived enhancers serve as docking sites for this repressor system in these adult tissues warrants exploration. There is evidence that some ERV sequences function as authentic regulators, including enhancers, in certain cells, not only during development but also in adult tissues (Pi et al. 2004; Bourque et al. 2008; Kunarso et al. 2010; Teng et al. 2011; Mey et al. 2012; Schmidt et al. 2012). Our data indicate that these rare coopted elements represent only exceptions within a large group, most members of which are repressed through TRIM28. This may explain why most KRAB-ZFP genes are expressed in both mouse and human ES cells, while at least in this latter species, most if not all endogenous retroviruses have accumulated mutations that would anyway preclude their retrotransposition. The need to preserve the transcription dynamics of ES cells, rather than to protect the genome from further spread of these elements, is likely what constitutes the strongest selective pressure on the KRAB/TRIM28 system in higher species.
Methods
Lentiviral vectors
For in vivo experiments, the transfer vector pRRLSIN.cPPT.PGK-GFP.WPRE (available from Addgene) was used with either IAP1 or IAP4 sequences (Rowe et al. 2010) included upstream of the PGK (phosphoglycerate kinase-1) promoter in the antisense orientation (Rowe et al. 2013). For TRIM28 knockdown experiments, shRNA lentiviral plasmids (against mouse Trim28 or the empty vector control) were ordered from Sigma-Aldrich (pLKO.1-puro). All vectors were produced by transient transfection of 293T cells with the transfer vector, packaging, and VSVG envelope plasmids (Barde et al. 2010) and titrated on 3T3 fibroblasts.
Cell culture
ES cells were cultured in standard conditions as described (Rowe et al. 2013). The ES cell lines used were two Trim28loxP/loxP lines called ES3 and ES6 and their derived Trim28-conditional knock-out cell lines that are transduced with a tamoxifen (4-0HT)–inducible Cre vector (Rowe et al. 2010). For analysis of expression and chromatin marks, knock-out cells were collected 4 d after treatment with 4-0HT (used overnight at 1 μM, Sigma-Aldrich: H7904) due to the lethality of Trim28 knock-out for longer time periods. Rex1GFP ES cells (Wray et al. 2011) were additionally used where stated (kind gift from A.G. Smith, University of Cambridge, UK) or Ehmt2 parental or stable knock-out ES cells (Dong et al. 2008; Tachibana et al. 2008) (a kind gift from Yoichi Shinkai, RIKEN Institute, Japan). TRIM28-knockdown was induced with shRNA vectors (see above), and cells selected with puromycin 2 d post-transduction and collected 4 d post-puromycin selection, a time point giving similar expression changes to 4 d post-knock-out. Knockdown efficiency was verified by qRT-PCR. TRIM28loxP/loxP 4-0HT-inducible MEFs were used to delete Trim28, while TRIM28 knockdowns were also performed in MEFs and F9 EC cells where stated.
Flow cytometry
Vector titers and GFP repression were measured by FACS, as well as the differentiation status of ES cells as monitored by staining with an SSEA-1 PE- conjugated antibody or isotype control (BD Pharmingen: 560142 and 555584).
RNA extraction and quantification
Total RNA was extracted with TRIzol (Invitrogen: 15596-018), purified using a PureLink RNA kit (Ambion: 12183018A), treated with DNase (Ambion: AM1907) and 500 ng reverse-transcribed using random primers and SuperScript II (Invitrogen: 18064-022). Primers (see Supplemental Table 4) were designed for an Applied Biosystems 7900HT machine using Primer Express (Applied Biosystems) and used for SYBR Green qPCR. Primer specificity was confirmed by dissociation curves and samples were normalized to Gapdh, although Actin gave similar results.
mRNA sequencing
Total RNA (10 μg) from TRIM28 WT and KO ES cells and MEFs was subject to mRNA selection, fragmentation, cDNA synthesis, and library preparation for Illumina high-throughput sequencing, after checking RNA quality on a Bioanalyzer. Single read sequencing was performed on a Genome Analyzer IIx machine with 40 cycles generating ∼33 million reads per sample. Additionally, mRNA sequencing was performed on Trim28 control (shEmpty) and knockdown (shTRIM28) Rex1 ES cells with 50 cycles on an Illumina HiSeq 2000 machine generating around 200 million reads per sample and confirming our knock-out ES cell results.
Chromatin immunoprecipitation (ChIP)
ES cell samples were washed twice (in PBS + 2% FCS), counted to normalize by cell number, cross-linked (10 min rotation in 1% formaldehyde), quenched with glycine (at 125 mM on ice), washed three times (PBS), and pelleted at 107 cells per Eppendorf. Pellets were lysed, resuspended in 1 mL of sonication buffer on ice (10 mM Tris at pH 8, 200 mM NaCl, 1 mM EDTA, 0.5 mM EGTA, 0.1% NaDOC, 0.25% NLS, and protease inhibitors), transferred to glass 12 × 24-mm tubes (Covaris: 520056), and sonicated (Covaris settings: 20% duty cycle, intensity 5, 200 cyles/ burst, 30 min). Sonication was then assessed by reverse cross-linking overnight in the presence of proteinase K and RNase, followed by DNA extraction and quantification on a Bioanalyzer (Agilent 2100 machine). Fragment sizes were equivalent between wild-type and knock-out samples, which were done in parallel (with mean fragment sizes of ∼200 bp for Experiment 1 and ∼400 bp for Experiments 2 and 3). Samples were also checked for the absence of single-stranded DNA by Exonuclease I treatment. Immunoprecipitations were performed in duplicates or triplicates with Dynabeads (100.03D) using 1 × 106 to 2 × 106 cells, 80 μL of pre-blocked beads, and 5 μg of antibody (or no antibody as a control) per sample in IP buffer (167 mM NaCl, 16.7 mM Tris at pH 8.1, 1.2 mM EDTA, 0.5 mM EGTA, 1.1% Triton X-100, and protease inhibitors) overnight. After washing and reverse cross-linking (also overnight) and DNA extraction, results were quantified by SYBR Green qPCR (for primers, see Supplemental Table 4). The antibodies used were TRIM28 (Tronolab, rabbit polyclonal SY 3267-68, 30–50 μL per sample), H3K9me3 (Abcam: ab8898), SETDB1 (Santa Cruz, 50 μL per sample), H4K20me3 (Millipore: 07-463), H3ac (Millipore: 06-599), H3K27ac (Abcam: ab4729), and H3K4me1 (Abcam: ab8895).
ChIP sequencing
Total input (TI) and corresponding immunoprecipitated (IP) ChIP libraries were prepared using 10 ng of material with gel selection of 200-bp- to 300-bp-sized fragments. Libraries were ligated with Illumina adaptors and paired-end sequenced (or single-end for H3K27ac) on an Illumina HiSeq 2000 machine with 50–100 cycles and two samples multiplexed in one lane, generating ∼100 million sequences per sample. TI samples gave background enrichment patterns distinct from IPs.
Quantitative bisulfite pyrosequencing
Genomic DNA was converted (200 ng/sample) and used for PCR and pyrosequencing as previously described (Rowe et al. 2013). We thank A. Reymond (CIG, UNIL, Lausanne) for kind use of the pyrosequencer. Results were analyzed using Pyro Q-CpG Software.
Lentiviral transgenesis
Lentiviral vectors for transgenesis were prepared using Episerf medium (Invitrogen: 10732022), the particle concentration obtained by p24 ELISA (PerkinElmer: NEK050B001KT), and the infectious titer determined on HCT116 cells by GFP flow cytometry. Ratios for the three vectors were between 1/319 and 1/428 of infectious to physical particles with titers between 2 and 2.4 × 109 infectious units/mL. Transgenesis was performed by perivitelline injection of vectors into fertilized oocytes that were transferred to foster mothers (strain B6D2F1/J) and then recovered at embryonic day 13 (E13). Photographs were taken using the same saturation, gain, and exposure settings and image settings for all embryos.
Bioinformatics analyses and statistics
mRNA-seq analysis
Reads were mapped to the mouse genome mm9 using the short read aligner program Bowtie (Langmead et al. 2009) with reads (three mismatches allowed) excluded that mapped more than five times. The SAMtools and bedtools suites (Li et al. 2009; Quinlan and Hall 2010) were used to generate files to be visualized on the UCSC Genome Browser (http://genome.ucsc.edu/) (Kent et al. 2002).
MA plots
MA plots were generated from rpkm values (number of reads normalized by gene length and total reads) using the maplot Python package (https://github.com/delafont/maplot).
Boxplots
Boxplots showing bootstrapped values (generated using R: http://www.R-project.org) were used in gene-centric analyses to determine if up-regulated (Up) genes were closer to the indicated histone marks/ERVs compared with two control gene groups (down-regulated, “Down” or unaffected, “Stable” genes). Statistical significance was calculated using the Wilcoxon rank-sum test.
H3K9me3 ChIP-seq analysis
Paired-end reads were mapped to the mouse genome (three mismatches allowed) mm9 using the short read aligner program Bowtie (Langmead et al. 2009). Several analyses were performed, showing the same global results where reads were either excluded if mapping more than one time, five times, or 20 times to the genome. Peaks were called from the data where reads were mapped with a cutoff of 20 to allow more coverage of repeats, although individual peaks of interest were validated using the analysis where a cutoff of one was used (in this case, only exact matches were allowed). Enriched regions were defined using the ChIP-Part analysis module from the ChIP-seq analysis suite (http://ccg.vital-it.ch/chipseq/). H3K27ac ChIP-seq data were confirmed to correlate (by 53%) with previous H3K27ac ChIP-seq in ES cells (Creyghton et al. 2010) and verified to be normally present at active genes and gained at specific ERV loci (see Supplemental Figs. S5, S6). TRIM28 ChIP-seq peaks were defined using MACS (default threshold P-value <1 × 10−5) and normalized to the total input generating 3099 peaks. Direct binding sites to promoters of up-regulated genes were identified using a cutoff of ±2 kb from the TSS giving 49 genes, 13 of which were excluded due to the binding being through an ERV.
Public ChIP-seq data
Raw or already mapped reads were downloaded from publicly available ChIP-seq data (GEO IDs: GSE12241, GSE18371, and GSE24165) and peaks called using MACS. ChIP-correlation analyses were performed with bed files, using the online tool ChIP-Cor (http://ccg.vital-it.ch/chipseq/chip_cor.php). Histograms were analyzed using raw counts and count densities, and those showing a correlation were displayed after global normalization, where ChIP-seq counts are normalized by the total number of counts and the window width to allow visualization of multiple data sets on the same plot.
Motif identification
The MotifRegressor and motifsComparator softwares were used to identify DNA sequence binding motifs (Conlon et al. 2003; Carat et al. 2010).
Other statistical analyses
GraphPad Prism version 4.00 (http://www.graphpad.com) was used for other statistical analyses, where control and knock-out groups were compared with paired or unpaired t-tests (as noted) that were one-tailed except where stated as two-tailed.
Data access
All next-generation sequencing data have been submitted to the NCBI Gene Expression Omnibus (GEO) (http://www.ncbi.nlm.nih.gov/geo/) and are accessible with the accession no. GSE41903.
Acknowledgments
We thank P.V. Maillard and J. Marquis for advice, S. Verp and S. Offner for technical assistance through the EPFL Lentiviral Transgenesis platform, B. Khubieh and J. Rougemont for bioinformatics help (EPFL Biostatistics and Bioinformatics core facility), Y. Shinkai and D. Schübeler for the Ehmt2 knock-out and parental ES cells, and K. Harshman and A. Reymond (Center for Integrative Genomics, University of Lausanne) for high-throughput sequencing or use of a pyrosequencer, respectively. All computing for high-throughput sequencing was done on the Vital-it cluster. This work was supported through grants from the Swiss National Science Foundation and the European Research Council to D.T. and an NIH grant to S.L.P.
Author contributions: H.M.R. conceived the study, designed and performed the experiments, analyzed the data, and wrote the manuscript. A.K. performed bioinformatics analyses. A.C., L.F., T.S.M., and Y.T. performed experiments. J.J., S.V., and S.L.P. designed experiments. D.T. conceived the study, designed experiments, and wrote the manuscript.
Footnotes
[Supplemental material is available for this article.]
Article published online before print. Article, supplemental material, and publication date are at http://www.genome.org/cgi/doi/10.1101/gr.147678.112.
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