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. 2017 May 3;8:15122. doi: 10.1038/ncomms15122

Arabidopsis proteins with a transposon-related domain act in gene silencing

Yoko Ikeda 1,2,*, Thierry Pélissier 1,*, Pierre Bourguet 1, Claude Becker 3, Marie-Noëlle Pouch-Pélissier 1, Romain Pogorelcnik 1, Magdalena Weingartner 4, Detlef Weigel 3, Jean-Marc Deragon 5, Olivier Mathieu 1,a
PMCID: PMC5418596  PMID: 28466841

Abstract

Transposable elements (TEs) are prevalent in most eukaryotes, and host genomes have devised silencing strategies to rein in TE activity. One of these, transcriptional silencing, is generally associated with DNA methylation and short interfering RNAs. Here we show that the Arabidopsis genes MAIL1 and MAIN define an alternative silencing pathway independent of DNA methylation and short interfering RNAs. Mutants for MAIL1 or MAIN exhibit release of silencing and appear to show impaired condensation of pericentromeric heterochromatin. Phylogenetic analysis suggests not only that MAIL1 and MAIN encode a retrotransposon-related plant mobile domain, but also that host plant mobile domains were captured by DNA transposons during plant evolution. Our results reveal a role for Arabidopsis proteins with a transposon-related domain in gene silencing.

Host genomes have evolved multiple silencing mechanisms to repress transposable element activity. Here Ikeda et al. show that the Arabidopsis MAIL1 and MAIN genes encode a retrotransposon-related plant mobile domain and define an alternative silencing pathway largely independent of DNA methylation and siRNAs.

In Arabidopsis thaliana genomes, silenced transposable elements (TEs) and repeats are enriched in pericentromeric heterochromatin, associated with dense DNA methylation in the three contexts CG, CHG and CHH (where H is any base but G), and have high levels of repressive chromatin marks such as histone H3 lysine 9 di- and lysine 27 monomethylation (H3K9me2, H3K27me1)1,2,3,4. METHYLTRANSFERASE1 (MET1) propagates CG methylation patterns5, and while mechanisms maintaining CHG DNA methylation and H3K9me2 are intertwined6, H3K27me1 patterns are maintained by ARABIDOPSIS TRITORAX-RELATED PROTEIN 5 (ATXR5) and ATXR6 independently of DNA methylation7. Non-CG DNA methylation and H3K9me2 also highly correlates with 24-nt siRNA accumulation8. The chromatin remodeler DECREASE IN DNA METHYLATION 1 (DDM1) plays a central role in regulating heterochromatin DNA methylation in the three cytosine contexts, likely by allowing DNA methyltransferases to access their targets9,10.

Stable transcriptional gene silencing is achieved by the concerted action of multiple epigenetic mechanisms11. Among these, CG DNA methylation plays a pivotal role as reflected by the magnitude of transcriptional activation and the number of loci derepressed in mutants with low CG methylation levels such as met1 or ddm1 (refs 12, 13). Non-CG DNA methylation, H3K9me2 and 24-nt siRNA production contribute additional layers of silencing at certain loci8,12,14, and synergistic release of silencing occurs when deficiencies in maintaining these marks are introduced into genetic backgrounds with reduced CG DNA methylation15,16,17,18.

Transcriptional gene silencing of selected, mainly heterochromatic loci, is further secured by silencing factors acting largely independently of DNA methylation. The best described are MORPHEUS' MOLECULE1 (MOM1), members of the Arabidopsis MICRORCHIDIA (AtMORC) ATPase family, notably AtMORC6, and the redundant H3K27 monomethyltransferases ATXR5 and ATXR6 (refs 7, 19, 20). MOM1 and AtMORC6 regulate silencing of some TEs, repetitive sequences and transgenes through distinct silencing pathways, with MOM1 having the largest spectrum21. Although AtMORC6 seems to contribute to heterochromatin condensation19, the precise molecular mechanisms of action of MOM1 and AtMORC6 remain poorly understood. Transcriptional activation of many heterochromatic TEs and repeats in atxr5 atxr6 double mutants is thought to be a consequence of reduced H3K27me1 levels, and it is associated with heterochromatin decondensation and heterochromatic overreplication4,7.

Here, we describe a locus identified from a screen for gene-silencing mutants and show that the corresponding gene, MAIL1, and its close homologue MAIN, define an alternative silencing pathway that is largely independent of DNA methylation and siRNA production. MAIL1 and MAIN encode a transposon-related plant mobile domain and appear to contribute to pericentromeric heterochromatin condensation.

Results

Mutations of MAIL1 release gene silencing

The Arabidopsis L5 line contains a model silenced locus of tandem-repeats of a β-glucuronidase (GUS) transgene, similar to heterochromatic repeats and TEs22. We carried out a mutant screen in the L5 background for reactivation of the L5 transgene. Besides new alleles of known DNA methylation factors, including MET1 (ref. 5), DDM1 (ref. 9) and HOMOLOGY-DEPENDENT GENE SILENCING1 (HOG1)23 (Supplementary Fig. 1), we identified a new locus, KUMONOSU (Japanese for cobweb, abbreviated KUN) (Fig. 1a,b). In addition to the L5 locus, endogenous heterochromatic repeats and TEs were released from silencing in kun mutants (Fig. 1c). Mapping-by-sequencing indicated that kun contained a mutation in AT2G25010 (MAINTENANCE OF MERISTEMS-LIKE1, MAIL1; Supplementary Fig. 2a,b), reported to play a role in cell division and differentiation, especially in meristematic cells24. We confirmed a causal role of MAIL1 in L5 silencing by crossing the transgene to an independent mail1 knockout mutation (Fig. 1a), complementation test between kun and mail1, and rescue of kun defects with a MAIL1 genomic copy (Supplementary Fig. 2c). Hence, kun was renamed mail1-2. Both the mail1-1 knockout mutant and mail1-2 plants grew more slowly than wild type (WT), with the growth of mail1-1 plants being more delayed than that of mail1-2 plants (Fig. 1b and Supplementary Fig. 3). There was no obvious cell death in mail1-2 and in young leaves of either mail1 mutant, but mature mail1-1 leaves suffered from pronounced cell death around the vascular tissue24 (Supplementary Fig. 3). We used the mail1-1 null mutant24 (hereafter referred to as mail1) for subsequent analyses.

Figure 1. mail1 mutations induce loss of silencing at the L5 locus and endogenous loci.

Figure 1

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(a) WT plants carrying the L5 transgene showed no glucuronidase activity, while the L5 locus was strongly reactivated in leaves of kun and mail1-1 mutants. (b) Photos of 3-week-old WT, kun (mail1-2) and mail1-1 plants. Scale bar, 1 cm. (c) RT–PCR analysis of transcripts from the TSI and 106B heterochromatic repeats and the AT2TE28020 MULE. Amplification of 18S rRNA is shown as loading control.

To define the global effects of mail1 on gene expression, we compared the transcriptomes of mail1 and WT seedlings generated by RNA sequencing (RNA-seq). This analysis revealed that loss of MAIL1 predominantly induced upregulation of transcripts, including at loci located within pericentromeric heterochromatin (Fig. 2; Supplementary Fig. 4a; Supplementary Data 1 and 2). Accordingly, upregulated loci contained many TEs that belonged to both the DNA transposon and retrotransposon classes (Supplementary Fig. 4b, Supplementary Data 1) and were enriched in pericentromeric heterochromatin (Fig. 2b,c). Such genomic distribution bias was not observed for differentially upregulated protein-coding genes (PCGs; Fig. 2b), which included the well-known epigenetically regulated genes SUPPRESSOR OF DRM1 DRM2 CMT3 (SDC)25 and the pericentromeric gene QUA-QUINE STARCH (QQS)26. Together, failure to maintain L5 transgene silencing, preferential upregulation of genes including SDC and QQS and de-repression of heterochromatic TEs in mail1, indicate that MAIL1 is required for epigenetic silencing of a subset of genomic loci.

Figure 2. Mutation of MAIL1 mostly induces upregulation of transcripts at both PCGs and heterochromatic TEs.

Figure 2

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(a) Fraction and number of TEs and PCGs significantly up- (Up) or downregulated (Down) in mail1 seedlings versus WT. (b) Fraction of TEs and PCGs significantly upregulated in mail1 (mail1 up) located in euchromatin (eu.) or in pericentromeric heterochromatin (het.). Pericentromeric heterochromatin coordinates were assigned based on the distribution of repetitive elements, PCGs and DNA methylation across chromosomes as in ref. 2. Asterisks mark statistically significant differences from the distribution of total Arabidopsis thaliana TEs and PCGs (All, z-score=−2.68, P<0.01). (c) Overview of the five A. thaliana chromosomes showing the log2 ratios (mail1-1/WT) of mean RPKM values in 100 kb windows. The lower panel shows TE density in 100 kb windows, demonstrating the close correspondence between TE density and increased transcript accumulation in mail1-1 mutants.

MAIL1 acts independently of DNA methylation and siRNA

We suspected that global upregulation in mail1 mutants might be due to a reduction in DNA methylation, and therefore analysed genome-wide DNA methylation at single-nucleotide resolution in mail1 and WT seedlings by bisulfite sequencing (BS-seq). Average methylation levels and global methylation patterns over all TEs and PCGs were similar in WT and mail1 (Supplementary Fig. 5a,b). Likewise, DNA methylation was not changed at either PCGs or TEs upregulated in mail1 (Fig. 3a). To further investigate a potential effect of mail1 on DNA methylation, we determined differentially methylated regions (DMRs) between WT and mail1. As controls for DMR calling, we used previously published data to calculate DMRs in the mom1-2 and atmorc6-3 mutant backgrounds, known to have mostly unchanged DNA methylation19,21,27, and in the strongly hypomethylated ddm1-2 mutant27. The total number and length of DMRs was similarly low in mom1 and atmorc6, and it was in the same range or even lower in mail1 seedlings (Supplementary Fig. 6a,b). In addition, hypomethylated DMRs and upregulated loci in mail1 only poorly overlapped (Fig. 3b). Together, these data demonstrate that DNA methylation with functional consequences is largely unaltered in mail1.

Figure 3. DNA methylation is not impaired in mail1.

Figure 3

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(a) PCGs or TEs significantly upregulated in mail1 were aligned at the 5′-end (left dashed line) or the 3′-end (right dashed line), and average methylation levels in CG, CHG and CHH sequence contexts for each 100-bp bin in WT and mail1 were plotted from 3 kb upstream to 3 kb downstream. (b) Venn diagrams of overlap between genomic regions differentially hypomethylated in mail1 (hypo DMRs) in the three cytosine sequence contexts and TEs and PCGs significantly upregulated in mail1.

The fact that silencing release in mail1 was not accompanied by a loss of DNA methylation suggested that MAIL1 controls gene silencing either downstream or independently of DNA methylation. To discriminate between these alternatives, we introduced mail1 into the ddm1-2 background and examined transcript levels from a subset of loci upregulated in mail1. The MAIL1-controlled loci were highly methylated in WT and showed decreased DNA methylation and release of silencing in ddm1 (Fig. 4a and Supplementary Fig. 7). For all examined loci, including the CACTA-like and MULE TEs that are virtually unmethylated in ddm1 (Supplementary Fig. 7), transcript accumulation was further enhanced in mail1 ddm1 double mutants relative to either single mutant parent (Fig. 4a). Similarly, growing mail1 plants on the DNA methylation inhibitor 5-aza-2′-deoxycytidine enhanced mail1-induced loss of silencing (Supplementary Fig. 8a). Taken together, the mostly unchanged DNA methylation in mail1 and the synergistic effects of ddm1 and mail1 mutations on gene silencing, notably at MAIL1-target loci that totally lose DNA methylation in ddm1, strongly suggest that MAIL1 functions independently, rather than downstream, of DNA methylation.

Figure 4. Loss of silencing in mail1 is independent of DNA methylation and siRNA accumulation.

Figure 4

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(a) Expression analysis of mail1-overexpressed loci by quantitative RT–PCR in the indicated genotypes. mail1 levels are set to 1; values represent means from two to three biological replicates±s.e.m. Asterisks mark statistically significant differences from the mail1 ddm1 double mutant (unpaired, two-sided Student's t-test, P<0.05). (b) RNA gel blot analysis of siRNA accumulation. U6 RNA is shown as loading control. (c) 21- and 24-nt siRNA levels at TEs are unaltered in mail1. Number of uniquely mapped 21- and 24-nt siRNAs plotted along all Arabidopsis thaliana TEs from 2 kb upstream to 2 kb downstream of the TE annotation. Upstream and downstream sequences were divided each into 2,000 one-nucleotide bins, and TEs were divided into 2,000 bins of equal length. Average siRNA levels were computed for each bin in WT and mail1. (d) Boxplot of 24-nt siRNA accumulation level at mail1-upregulated TEs. Each box encloses the middle 50% of the distribution with the center lines marking the medians. Crosses mark sample means. Whiskers extend 1.5 times the interquartile range from the 25th and 75th percentiles. Outliers are represented by circles. NS, nonsignificant (unpaired, two-sided Student's t-test, P>0.9).

The biogenesis of 24-nt siRNAs, a central component of the RNA-directed DNA methylation silencing pathway, requires activity of the RNA-dependent RNA polymerase RDR2 (ref. 28). We created mail1 rdr2 double mutants and found that expression of mail1 target loci upregulated in rdr2 was further enhanced in mail1 rdr2 (Supplementary Fig. 8b). RNA gel blots using flower RNA at selected MAIL1-targetted loci and siRNA-producing loci suggested no changes in siRNA accumulation in mail1 (Fig. 4b; Supplementary Fig. 9a). Quantitative PCR with reverse transcription (RT–PCR) analysis showed that MAIL1-targets were upregulated in both seedlings and flower tissues (Supplementary Fig. 9b). Small RNA sequencing of flower RNA confirmed that siRNA accumulation was not altered in mail1 mutants (Fig. 4c,d and Supplementary Fig. 9c,d). Thus, we conclude that MAIL1 enforces gene silencing through a pathway that is independent not only of DNA methylation, but also of siRNAs.

MAIL1 function is mostly independent of MOM1 and AtMORC6

MOM1 and AtMORC6 define two separate silencing pathways that are likely independent of DNA methylation19,29. Silencing of the L5 transgene is released in mom1 mutants20, and we found that L5 silencing is also alleviated in atmorc6, although to a lesser extent than in mail1 (Supplementary Fig. 10a). Re-analysis of transcriptome data for mom1 (ref. 12) and atmorc6 (ref. 19) revealed limited overlap with mail1-overexpressed TEs (Supplementary Fig. 10b). Quantitative RT–PCR analyses revealed that combining mail1 with either mom1 or atmorc6 mutations generally had a synergistic effect on silencing release (Supplementary Fig. 10c). These data indicate that MAIL1, MOM1 and AtMORC6 mediate gene silencing at sets of independent and common targets through largely independent molecular pathways.

H3K27me1 and MAIL1-mediated silencing

Immunocytology indicated that nuclear patterns of H3K9me2 and H3K27me1 were unaltered in mail1 (Supplementary Fig. 11a). Chromatin immunoprecipitation (ChIP) revealed no significant changes in H3K9me2 at several MAIL1-regulated loci. This was very different from ddm1-2 mutants, in which the same set of loci nearly lost all H3K9me2 marks (Supplementary Fig. 11b). This indicates that MAIL1 does not control H3K9me2, which is in agreement with DNA methylation being unchanged in mail1 mutants. In contrast, all loci examined had little H3K27me1 in mail1, in a similar range as observed in atxr5/6 (Supplementary Fig. 11c). ddm1-2 also showed drastic H3K27me1 depletion, which is at variance with previous inferences from non-quantitative analyses3. We further confirmed global H3K27me1 depletion in ddm1-2 by immunocytology and protein blot experiments (Supplementary Fig. 12a,b).

Loss of silencing correlated with decreased H3K27me1 levels in mail1, and H3K27me1 was nearly lost at MAIL1-controlled loci in ddm1-2 mutants. Because we had found that MAIL1 and DDM1 act synergistically in silencing, it is most likely that silencing defects in mail1 are not a direct consequence of decreased H3K27me1 levels. To further confirm this hypothesis, we generated mail1 atxr5/6 triple mutants and profiled transcriptomes of atxr5/6 and mail1 atxr5/6 seedlings by RNA-seq. Only a few TEs were activated in both mail1 and atxr5/6 mutants, but a large number of TEs became reactivated in the mail1 atxr5/6 triple mutants (Supplementary Fig. 13a; Supplementary Data 1). ChIP analysis at several MAIL1-regulated loci revealed mostly similar H3K27me1 levels in mail1, atxr5/6 and mail1 atxr5/6 (Supplementary Fig. 13b). We conclude that the MAIL1 and ATXR5/6 silencing pathways seem to be largely non-overlapping, reinforcing the view that decreased H3K27me1 levels are likely not the direct cause of silencing release in mail1.

Heterochromatin condensation appears impaired in mail1

TEs and repeats upregulated in mail1 preferentially localized to pericentromeric heterochromatin (Fig. 2b,c), which appear as chromocenters when nuclei are stained with 4′, 6-diamidino-2-phenylindole (DAPI). We observed increased chromocenter area relative to that of the entire nucleus in DAPI-stained mail1 nuclei, suggesting potential chromocenter decondensation (Supplementary Fig. 14a,b). Physical expansion of chromocenters in mail1 was neither associated with increased nuclear size (Supplementary Fig. 14c) nor with endoreduplication defects (Supplementary Fig. 14d,e). Notably, unlike atxr5/6 nuclei4, mail1 nuclei did not show over-replication of heterochromatin (Supplementary Fig. 14e). The atxr5/6 heterochromatin over-replication phenotype was also not enhanced in mail1 atxr5/6 (Supplementary Fig. 14e). To further investigate heterochromatin condensation in mail1, we performed fluorescent in situ hybridization on interphase nuclei using a probe for the 106B LTR-like pericentromeric repeats, which are transcriptionally upregulated in mail1 (Fig. 1c). While most WT nuclei showed a fluorescent signal clustered around chromocenters, a higher proportion of mail1 nuclei displayed signals dispersed within the nucleoplasm (Fig. 5a,b; Supplementary Fig. 15). Assuming equal DNA content, these data support a role of MAIL1 in condensation of pericentromeric heterochromatin. MAIL1 is a nuclear protein24, and analysis of a MAIL1-GFP fusion protein suggested that MAIL1 is not preferentially associated with chromocenters (Supplementary Fig. 16).

Figure 5. Condensation of pericentromeric heterochromatin appears impaired in mail1 and main mutants.

Figure 5

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(a) Representative images of the three chromatin condensation states observed in WT leaf interphase nuclei hybridized with a probe for 106B pericentromeric repeats and counterstained with DAPI. Representative images of mutant nuclei hybridized with the same probe are shown in Supplementary Fig. 15. Scale bar, 5 μm. (b) Proportions of nuclei belonging to each class of nuclei shown in a based on the degree of condensation of the 106B fluorescent signal in the indicated genotypes. About 100–220 nuclei were scored per genotype. Values represent means from two biological replicates±maximum and minimum.

MAIN and MAIL1 operate in the same silencing pathway

In Arabidopsis thaliana, MAIL1 is part of a small gene family comprising three other genes, MAIL2, MAIL3 and MAINTENANCE OF MERISTEMS (MAIN), which encode proteins with a so-called aminotransferase-like, plant mobile domain (PMD)24,30. MAIN, MAIL1 and MAIL2 are highly similar, while MAIL3 contains an additional serine/threonine phosphatase domain24. Analysis of mutants and RNAi lines did not suggest a role of MAIL2 or MAIL3 in gene silencing (Supplementary Fig. 17a). In contrast, loss of MAIN function released L5 silencing and led to upregulation of pericentromeric heterochromatin transcripts and apparent heterochromatin decondensation, similar to what we had seen in mail1 mutants (Fig. 5; Supplementary Figs 14a,b and 17). There were no obvious additional defects in mail1 main double mutants (Fig. 5; Supplementary Figs 11, 14a,b,d and 17a,d,e), suggesting that both proteins act in the same pathway, perhaps as heterodimers, to compact chromatin, which in turn silences transcription.

Phylogenetic analysis of PMDs

Gene silencing is ensured by a diversity of pathways in plants. Since our results revealed a role of Arabidopsis PMD proteins in silencing, we sought to determine how widespread PMD proteins are in plants. The PMD was first described as a domain associated with a MULE element in rice (Oryza sativa)30 and was later found associated with the Ty3/Gypsy group of LTR retrotransposons in several plant genomes31. We found that PMD proteins are ubiquitous in angiosperms, with some being encoded by regular PCGs, while others are encoded by TEs (Fig. 6 and Supplementary Fig. 18). A phylogeny of the PMD family indicated that the PMD-A1 and PMD-A2 clades are exclusively encoded by Gypsy retrotransposons that are largely distributed amongst angiosperm species. The two other clades, PMD-C, which includes the MAIN and MAIL proteins, and PMD-B, are mainly associated with PCGs in all angiosperms. There are, however, PMD-C members that occur as fusion proteins with transposases of MULE TEs in several grasses and in Amborella trichopoda, a species at the base of the angiosperms (Fig. 6). That the MULE-encoded PMDs are embedded within the PMD-C clade strongly suggests that they are derived from host genes and that these have been captured by the MULE TEs. Together, these results are consistent with a scenario where a Gypsy-encoded PMD (PMD-A) was present in the common ancestor of angiosperms in association with the PMD-B- and C-containing gene families, and more recently, genic PMD-C was captured twice independently by MULE DNA transposons.

Figure 6. MAIL1 and MAIN contain a TE-related plant mobile domain.

Figure 6

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A phylogenetic tree was built from 308 PMDs from 33 species representing the diversity of this motif in angiosperms (Supplementary Data 3). The three clades A, B, C are indicated. The species codes are given in Supplementary Table 1. The colour code is the following: green for dicotyledonous species, orange for monocotyledon species, blue for the basal Amborella trichopoda and yellow for the two species that are basal to the grass lineage. Names of the TE sequences extracted from the Repbase database are presented in parenthesis. PMDs associated with TEs are highlighted in violet, blue or green depending on their clade and a schematic representation of their organization is shown. Other PMDs are associated with non-TE PCGs. MAIL1 and MAIN proteins are indicated with arrow heads. Statistical supports of key nodes calculated with the approximate likelihood-ratio test are indicated. Scale bar indicates one substitution/site.

Discussion

Overall, this study demonstrates that MAIL1 and MAIN define a silencing pathway that is independent of major repressive epigenetic marks, including DNA methylation, and suggests a role for these two genes in controlling proper condensation of pericentromeric heterochromatin. The molecular mechanisms by which MAIL1 and MAIN may control chromatin condensation remain unknown. Analyses of genetic interactions between mail1 and main mutations presented here suggest that MAIL1 and MAIN proteins might act in the same protein complex. The identification of MAIL1 and/or MAIN-interacting proteins, possibly part of such complex, will certainly provide more insights into how MAIL1 and MAIN modulate chromatin compaction. Other silencing pathways, involving MOM1 and AtMORCs are also likely to function largely in parallel to, rather than downstream of DNA methylation, and at least in the case of AtMORC1 and AtMORC6, also influence chromatin condensation. Like for MOM1, which preferentially targets loci with intermediate heterochromatin properties for silencing32, it is possible that AtMORCs and MAIL1/MAIN are required to maintain silencing of a subset of genomic targets exhibiting distinctive chromatin signatures. It would be interesting to address this possibility by determining patterns of post-translational histone modifications at MAIL1/MAIN and AtMORCs targets.

Plant genomes have evolved remarkably complex mechanisms of epigenetic control. Both MAIL1 and MAIN encode a conserved protein motif that shares a common ancestry with a retrotransposon-associated amino acid sequence. We propose two scenarios to explain this phylogenetic relationship: (i) a preexisting genic PMD was co-opted by a Gypsy retrotransposon; or (ii) a genic PMD was domesticated from a Gypsy-associated PMD in the common ancestor of angiosperms, and subsequently evolved to acquire its silencing function. During evolution of eukaryotes, TE genes have been repeatedly recruited by their hosts and there are many instances of host genomes domesticating TE-encoded factors to serve important cellular functions33,34,35,36. The human centromeric protein CENP-B is derived from transposases of pogo DNA transposons37 and in the fission yeast Schizosaccharomyces pombe, CENP-B homologues were shown to be involved in genome organization and in the surveillance for retrotransposons36. Although given these precedents, we tend to favour the PMD ‘domestication' scenario, leading to the evolution of an additional silencing pathway following a retrotransposon invasion, the question of the ancestry of PMD-A relative to the genic PMD-B and C remains fully open. Whatever the answer to this question might be, our analysis suggests that, in two recent and independent events, PMD genes have been captured by DNA TEs. MULE elements are able to capture genomic sequences, including gene fragments, in a process termed transduplication38. Although the function of the PMD domain itself remains to be determined, it is tempting to speculate that the captured protein is being used in a TE anti-silencing pathway by MULE elements.

Methods

Plant material

Mutants ddm1-2 (ref. 9), rdr2-2 (SALK_059661) (ref. 28), mom1-2 (SAIL_610_G01) (ref. 32), atmorc1-4 (SAIL_1239_C08) (ref. 19), atmorc6-3 (GK_599B06) (ref. 19), atxr5 atxr6 (SALK_130607, SAIL_240_H01) (ref. 7), main-2 (GK-728H05) (ref. 39), mail1-1 (GK-840E05) (ref. 24) and mail3-2 (SALK_088600) (ref. 24) are all in the Columbia (Col-0) background. The atxr5 atxr6, atmorc1-4 and atmorc6-3, and transgenic L5 lines were kindly provided by S. D. Michaels (Indiana University, Bloomington, IN, USA), S. E. Jacobsen (University of California, Los Angeles, CA, USA) and H. Vaucheret (INRA, Versailles, France), respectively. The kun/mail1-2 mutation was genotyped by dCAPS (primers used in this study are listed in Supplementary Data 4). PCR products were digested by HpaII restriction enzyme.

Plants were grown on soil or in vitro at 23 °C under a 16-h-light/8-h-dark cycle. For in vitro analysis, seeds were surface sterilized and sowed on solid 1/2 Murashige and Skoog medium containing 1% sucrose (w/v), supplemented with either 4 μM of DNA methylation inhibitor 5-aza-2′-deoxycytidine diluted in DMSO (A3656; Sigma-Aldrich) or with an equivalent concentration of DMSO for control plates.

Mutagenesis and mapping

About 25,000 seeds from the L5 line were mutagenized with 0.23% (V/V) ethyl methanesulfonate (EMS) (M0880; Sigma-Aldrich) for 14 h at room temperature. Following EMS neutralization, seeds were washed several times with water and subsequently planted on soil. Plants were allowed to self-fertilize, and seeds were collected in bulks of 150 plants. For each M1 pool, ∼1,500 M2 seeds were grown in soil for 2–3 weeks. To screen for mutants impaired in transcriptional gene silencing, one leaf per M2 plant was dissected, and leaves from four plants were together incubated at 37 °C for 24 h in 400 μg ml−1 5-bromo-4-chloro-3-indolyl-β-D-glucuronic acid, 10 mM EDTA, 50 mM sodium phosphate buffer pH 7.2, 0.2% triton X-100. To isolate mutant candidates, a second round of screening was applied to the corresponding M2 individuals in each M2 pool containing GUS-positive leaves.

We performed mapping-by-sequencing40 using genomic DNA from a pool of 60 individual F2 mutant plants segregating from a kun x Ler cross. A library of short inserts was generated by breaking of the DNA into 50–500 bp fragments, ends repairs, 3′ A addition, ligation of adapters, and PCR amplification to generate the DNA colonies. The library was sequenced on a Illumina HiSeq 2500 instrument as 100 bp paired-end reads at Fasteris S.A. (Geneva, Switzerland). Reads were mapped on the Arabidopsis TAIR10 genome using BWA with the default options. Single-nucleotide polymorphisms calling was performed using samtools mpileup followed by bcftools view with the -bvgN option. Distribution of the obtained Col-0/Ler single-nucleotide polymorphisms was analysed using Next_Gen Mapping at http://bar.utoronto.ca/ngm/. Five candidate genes with EMS-induced non-synonymous mutations were identified in the mapping interval on chromosome 2. T-DNA mutant lines for the five candidate genes were analysed for release of gene silencing, allowing identification of MAIL1.

Complementation of kun

For the p35S::gMAIL1 and pMAIL1::gMAIL1 constructs, genomic fragments containing the MAIL1 gene (+1 to +1,857 and −595 to +1,854, respectively, relative to the ATG codon whose A is designated +1) were PCR-amplified from Col-0 genomic DNA and cloned into the pDONR/ZEO vector (Invitrogen) by BP recombination. These fragments were introduced into pH2GW7 and pH7FWG,0 binary vectors (http://gateway.psb.ugent.be/search), respectively, by LR recombination. For complementation studies, kun plants were transformed by Agrobacterium-mediated transformation41.

RNA analyses

Total RNA was extracted from immature inflorescences (stages 1–12) or aerial parts of three-week-old seedlings using guanidine hydrochloride (8 M guanidine hydrochloride, 20 mM MES (2-morpholinoethanesulfonic acid), 20 mM EDTA and 50 mM β-mercaptoethanol at pH 7.0). For gel-based RT–PCR analyses, 0.05 μg of DNase-treated (RQ1 RNase-free DNase; Promega) total RNA was reverse transcribed and PCR-amplified using the One-Step RT-PCR kit (Qiagen) in a final volume of 10 μl. For RT-qPCR analyses, 0.2 μg of DNase-treated (RQ1 RNase-free DNase; Promega) total RNA was reverse transcribed using the PrimeScript RT reagent kit (Perfect real time) (TaKaRa) in a final volume of 10 μl, using a mix of oligo-dT and random hexanucleotides. One microlitre of cDNA was used for subsequent amplification using SYBR Premix Ex Taq II (Tli RnaseH Plus) (TaKaRa) and the Eco Real-Time system (Illumina) in a final reaction volume of 15 μl. Amplification of ACTIN2 was used as a reference. Relative quantities were determined using the ‘delta-delta method' formula 2−((Ct target sample−Ct actin2 sample)−(Ct target calibrator−Ct actin2 calibrator)). At least two biological replicates were analysed for each genotype. Original images of gels are shown in Supplementary Fig. 19.

RNA sequencing

Total RNA from 18-day-old seedlings was treated with the RQ1 RNase-free DNase (Promega), cleaned up with phenol-chloroform and precipitated with ethanol. Sequencing libraries were generated using the TruSeq RNA stranded protocol (Illumina) and sequenced on a Illumina HiSeq 2500 instrument as 50 bp single-end reads at Fasteris S.A. (Geneva, Switzerland). Two independent replicate libraries per genotype were generated and sequenced. Reads were mapped to the Arabidopsis TAIR10 genome using TopHat and Bowtie2 with the very sensitive option allowing up to two mismatches and only uniquely mapping reads were retained. Read statistics are listed in Supplementary Table 2. Expression of loci was determined by calculating reads per kilobase per million mapped reads (RPKM). P-values to detect differential expression were calculated by Fisher's Exact test. False discovery rate (FDR) correction was calculated using the Benjamini–Hochberg correction. Differentially expressed loci were defined by log2 RPKM mutant/WT>2 (upregulated) or <−2 (downregulated) and a FDR<0.01. Only loci defined as differentially expressed in both biological replicates were retained. Re-analysis of previously published RNA-seq datasets from leaf tissue of mom1-2 (two replicates; GSM938356 and GSM938357), atmorc6-3 (one replicate; GSM925646) and their corresponding WTs (GSM938341, GSM938342 and GSM925644) was performed as described above, with the exception that all loci defined as differentially expressed in the single atmorc6-3 replicate were retained.

Whole-genome bisulfite sequencing

Genomic DNA was extracted from 18-day-old seedlings (DNeasy Plant Maxi Kit; Qiagen) and libraries were prepared from 100 ng genomic DNA and as previously described42. Two replicate libraries were generated for each genotype. In brief, we used the TruSeq Nano DNA sample prep kit (Illumina) according to the manufacturer's instructions; gDNA was sheared to 350 bp. After adapter ligation, we bisulfite (BS) treated the DNA fragments using the Epitect Plus Bisulfite Kit (Qiagen); we doubled the BS incubation to achieve better conversion. BS-treated libraries were amplified using the Kapa Hifi Hotstart Uracil+ polymerase (Kapa Biosystems). BS libraries were sequenced on an Illumina HiSeq2000 instrument as 101 bp paired-end reads. For image analysis we used Illumina RTA 1.13.48. Bisulfite-converted reads were processed and aligned following the procedure described in (ref. 42). In brief, the SHORE pipeline v0.9.0 (ref. 43) was used to trim and quality-filter the reads. Reads with more than 5 (or 2) bases in the first 25 (or 12) positions with a base quality score of below 5 were discarded. Reads were trimmed to the right-most occurrence of two adjacent bases with quality values of at least 5. Trimmed reads shorter than 40 bases were discarded. Reads were then aligned against the Col-0 reference genome sequence using GenomeMapper implemented in SHORE (ref. 40). Read statistics are listed in Supplementary Table 2.

Identification of differentially methylated regions

We first identified differentially methylated cytosines (DMCs) by smoothing the number of methylated and unmethylated reads per cytosine within each library using a Savitzky-Golay quadratic smoothing on 11 adjacent values. We used previously published data for mom1-2, ddm1-2, atmorc6-3 and their corresponding WTs19,27. We then applied a Fisher's exact test (rounded smoothed #methylated reads/rounded smoothed #unmethylated reads) for each cytosine, comparing mutants and their corresponding WTs. Cytosines with a P-value≤0.1 and an absolute methylation rate [smoothed #methylated reads/(smoothed #methylated reads+smoothed #unmethylated reads)] difference (mutant—WT) >0.1 were deemed as DMCs. DMCs with, respectively, positive and negative methylation rate difference were called hyper-DMCs and hypo-DMCs. To define DMRs, DMCs of the same type (hypo or hyper) separated by a maximum distance of 160 bp (for CG), 240 bp (for CHG) or 70 bp (for CHH), were merged when no DMC of the other type was present within this distance. A Fisher's Exact test was applied to the rounded average number of smoothed methylated and unmethylated reads across the defined regions and resulting P-values were adjusted using the Benjamini–Hochberg correction (FDR). Regions with at least five DMCs, a minimum length of 50 bp, a FDR≤0.05 and a methylation rate difference of at least 40% (for CGs) and 20% (for CHGs and CHHs) were deemed as DMRs. A DMR was considered mapping to a specific genomic feature when at least one nucleotide of the DMR overlapped with this feature.

Small RNA sequencing

Total RNA purified from immature inflorescences was used to generate small RNA libraries (TruSeq small RNA; Illumina), which were then sequenced on an Illumina HiSeq 2500 instrument (Fasteris S.A.). Reads were mapped to the Arabidopsis TAIR10 genome using TopHat without mismatches. Only 21-nt and 24-nt uniquely mapping reads were retained. Read statistics are listed in Supplementary Table 2. For comparisons between libraries, read counts were normalized to the total amount of 18–26 nt mapping reads within each library.

Small RNA gel blots

Total RNA from immature inflorescences (15 μg) were heat-treated in 1.5 volume of standard formamide buffer (98% formamide, 10 mM EDTA), loaded on 15% polyacrylamide (19:1 acrylamide:bis-acrylamide)–8.3 M urea–0.5 × TBE gel and separated by electrophoresis. The samples were electroblotted to hybond-NX membranes (GE Healthcare) and fixed by carbodiimide-mediated crosslinking44. Pre-hybridization and hybridization were carried out in 5 × SSC, 20 mM Na2HPO4 pH 7.2, 7% SDS, 2 × Denhardt solution, 50 mg ml−1 herring DNA at 50 °C. Membranes were washed twice with 3 × SSC, 25 mM NaH2PO4 pH 7.5, 5% SDS at 50 °C for 10 min, followed by one wash with 1 × SSC, 1% SDS at 50 °C for 10 min.

Hybridization signals were quantified using a phosphorimager (Molecular Imager FX; Bio-Rad). Original images of blots are shown in Supplementary Fig. 19.

Chromatin immunoprecipitation

ChIP were performed starting from 100–200 mg of 3–4-week-old seedlings using the low-cell ChIP kit (Diagenode), following manufacture's recommendations. Chromatin shearing was performed using the Bioruptor UCD-200 (Diagenode) for eight cycles of 15 s ‘ON', 1 min 45 s ‘OFF'. Immunoprecipitation was performed using antibodies to H3 (Abcam ab1791; 1 μg), H3K27me1 (Millipore #07-448, 2 μg for Supplementary Fig. 11c or Diagenode C15410045, 1.7 μg for Supplementary Fig. 13b) or H3K9me2 (Abcam ab1220; Diagenode C15410060; 2 μg). Four microlitre per 100 μl purified DNA was used for real-time PCR amplification using the Eco Real-Time system (Illumina) and SYBR Premix Ex Taq II (Tli RnaseH Plus) (TaKaRa) in a final reaction volume of 15 μl. Data were collected from three to five biological replicates, and relative enrichment was expressed as percentage of input.

Immunocytology and DAPI-staining

Rosette leaves from 4-week-old plants were fixed for 2 h in 4% formaldehyde in PBS and subsequently chopped on a glass slide. Tissues were covered with a coverslip, manually squashed and frozen in liquid nitrogen for 10 s before rapidly removing the coverslip. Slides were washed in PBS and pre-incubated with 3% BSA in PBS for 30 min at 37 °C. Slides were incubated overnight at 4 °C with primary antibodies diluted in 3% BSA in PBS (Diagenode anti-H3K9me2 (C15410060) diluted 1:100, Diagenode anti-H3K27me1 (C15410045) diluted 1:500 or Millipore anti-H3K27me1 (#07-448) diluted 1:100). Slides were washed in PBS and incubated with the secondary antibody (goat anti-rabbit Alexa 488, A-11008; ThermoFisher Scientific) for 1 h at 37 °C. After three washes in PBS, DNA was counterstained with DAPI in Vectashield mounting medium (Vector Laboratories). Nuclei were visualized using a Zeiss Axio Imager Z.1 epifluorescence microscope (Carl Zeiss AG) with a PL Apochromat × 100/1.40 oil objective. Z-stack images were captured with a Zeiss AxioCam MRm camera using the Zeiss ZEN software. The relative heterochromatin area was computed for each nucleus by calculating the ratio of the sum of chromocenter areas over that of the entire nucleus using the ImageJ software. To analyse nuclear localization of MAIL1 and MAIN, immunostaining was performed as described above using ProMAIL1:MAIL1-GFP (ref. 24) and ProMAIN:MAIN-GFP (ref. 39) transgenic lines (Col background) with anti-GFP antibody (MBL #598, 1:100 dilution).

Fluorescent in situ hybridization

Three-week-old seedlings were fixed in ethanol/acetic acid (3:1), washed twice in water and twice with citrate buffer at pH 4.5 (ref. 17). Tissues were digested for 3 h at 37 °C using cellulase, pectolyase and cytohelicase, all diluted in citrate buffer (0.3% w/v). Cells were spread onto a glass slide, incubated with 60% acetic acid for 1 min at 45 °C, and covered with ethanol/acetic acid (3:1). Slides were washed in water, post-fixed in 2% formaldehyde in PBS, washed in water and air-dried. Slides were then incubated 1 h in an ethanol/acetic acid solution (3:1) and air-dried. After a 30- min incubation at 60 °C, slides were treated with RNase A (100 μg ml−1 in 2 × SSC) for 1 h at 37 °C, washed three times in 2 × SSC, fixed in 2% formaldehyde in PBS, washed twice in PBS, dehydrated in an ethanol series and air-dried. For hybridization, 1 μl of a PCR-amplified digoxigenin-11-dUTP probe for 106B repeats was diluted in 50% formamide, 2 × SSC, 50 mM sodium phosphate (pH 7), 10% Dextran sulphate. After adding the hybridization mixture, DNA was denatured at 80 °C for 2 min and slides were incubated overnight at 37 °C. Slides were successively washed at 42 °C in 2 × SSC, 0.1 × SSC and 2 × SSC. A last wash was performed at room temperature using 0.2% Tween-20 in 2 × SSC. Slides were pre-blocked with 5% non-fat dry milk in 4 × SSC, washed three times in 4 T (4 × SSC with 0.05% Tween-20) and once in TNT (100 mM Tris-HCl, pH 7.5, 150 mM NaCl, 0.05% Tween-20). For detection, slides were incubated with a mouse anti-digoxigenin antibody (1333062910; Roche) diluted at 1:125 in TNB (100 mM Tris-HCl, pH 7.5, 150 mM NaCl, 0.5% blocking reagent (Roche)). After three washes in TNT, slides were incubated with a rabbit anti-mouse antibody coupled to fluorescein isothiocyanate (F0257; Sigma) diluted at 1:500 in TNB. After three washes in TNT, slides were incubated with an Alexa 488-conjugated goat anti-rabbit antibody (A-11008; ThermoFisher Scientific) diluted at 1:100 in TNB. After three washes in TNT, slides were dehydrated in an ethanol series. DNA was counterstained with DAPI in Vectashield mounting medium (Vector Laboratories). Fluorescence images were captured using a Zeiss Axio Imager Z.1 epifluorescence microscope equipped with a Zeiss AxioCam MRm camera (Carl Zeiss AG).

Trypan blue staining

Isolated leaves were incubated for 1 h in staining solution (1 vol. 2.5 mg ml−1 trypan blue in lactophenol, 2 vol. ethanol) after boiling. To detect cell death, stained material was incubated in chloral hydrate solution (2.5 g ml−1 chloral hydrate in water) for 3 days (ref. 45).

Flow cytometry

Nuclei were prepared using the CyStain UV Precise P kit (Partec), according to the manufacturer's recommendations. Flow cytometry profiles were obtained on an Attune Acoustic Focusing Cytometer (Applied Biosystems) and analysed with the Attune Cytometric software (Applied Biosystems).

Histone extraction and immunoblot

Two grams of 4-week-old seedlings were ground in liquid nitrogen and transferred to 25 ml extraction buffer 1 (EB1: 0.4 M sucrose, 10 mM Tris-HCl pH 8, 10 mM MgCl2, 5 mM β-mercaptoethanol, 0.1 mM phenylmethylsulfonyl fluoride and protease inhibitor tablet (Roche)). The suspension was filtered twice through a layer of Miracloth and centrifuged at 3,000g for 20 min at 4 °C. The pellet was resuspended in 300 μl EB2 (0.25 M sucrose, 10 mM Tris-HCl pH 8, 10 mM MgCl2, 1% Triton X100, 5 mM β-mercaptoethanol, 0.1 mM phenylmethylsulfonyl fluoride, and protease inhibitor tablet (Roche)), then centrifuged at 16,000g for 10 min at 4 °C. The pellet was resuspended in 300 μl EB3 (1.7 M sucrose, 10 mM Tris-HCl pH 8, 2 mM MgCl2, 0.15% Triton X100, 5 mM β-mercaptoethanol, 0.1 mM phenylmethylsulfonyl fluoride and protease inhibitor tablet (Roche)). Three hundred microlitres of EB3 was added to a new 1.5 ml tube and the resuspended pellet was carefully layered onto it. Following centrifugation at 16,000g for 60 min at 4 °C, the pellet was resuspended in HCl buffer (10 mM Tris-HCl pH 7.5, 5.2 mM EDTA, 0.25 N HCl, 5 mM β-mercaptoethanol and protease inhibitor tablet (Roche)), incubated 30 min on ice and then sonicated for four cycles of 20 s ‘ON', 1 min ‘OFF' (Bioruptor UCD-200; Diagenode) to shear chromatin. After centrifugation at 12,000g for 10 min at 4 °C, proteins were TCA-precipitated and resuspended in lane marker reducing sample buffer (Pierce). Approximately 1/10 (per lane) of the acid extraction was resolved on a 15% SDS-PAGE. After electroblotting on an Immobilon-P membrane (Millipore), western blot analysis was performed using anti-H3K27me1 (Diagenode, C15410045, 1:1,000), and anti-H4 (Abcam, ab10158, 1:2,000) antibodies, with BlockAce (Bio-Rad) as blocking reagent and WesternBright Sirius (Diagomics) as chemiluminescent substrate.

Phylogenetic analysis

Blast searches (blastp and tblastn) were performed starting from known A. thaliana PMD domains on the fifty-two species representing the diversity of the Viridiplantae lineage at the JGI Phytozome (V11) genomic resource (https://phytozome.jgi.doe.gov/pz/portal.html). Each time a new PMD was found in a given species, it was itself used as a query in a new BLAST search. To build the phylogenetic tree, we selected PMDs from 33 representative species (see Supplementary Table 1 for a list of species). All PMDs from PCGs from these 33 species were collected as well as representative versions of TE-associated PMDs when present. This led us to collect initially 464 proteins from the 33 species. We next performed a preliminary phylogenetic analysis of PMDs independently for each species. From these individual analyses, we were able to select PMDs that are truly representative of the diversity within each of our 33 species leading to the 308 proteins that were aligned and used to build our final phylogenic tree (Supplementary Data 3). Sequences were aligned using the multiple sequence comparison by log-expectation (MUSCLE v3.7) software46. Trees were reconstructed using the fast maximum likelihood tree estimation program PHYML47 using the LG amino acids replacement matrix48. Statistical support for the major clusters were obtained using the approximate likelihood-ratio test (aLRT)49. To confirm the association of a PMD motif with a TE, we first used the Repbase database (http://www.girinst.org/) to identify PMD-containing Gypsy and PMD-containing MULE annotated in this database and present in our selected species. These sequences were used as references to identify putative new TE-associated PMDs in our phylogenic analysis. Each time a PMD clustered with at least one annotated TE in our phylogenic analysis, the genomic sequences surrounding the PMD were collected and translated (using Fgenesh available at http://www.softberry.com) to confirm TE association. To test the non-association with TEs of ‘genic' PMD-B and PMD-C, the genomic region surrounding these motifs was submitted to CENSOR, (http://www.girinst.org/censor/index.php) the repeat masking tool of Repbase, to validate that these ‘genic' PMDs were not embedded within a TE.

Statistical analysis

All statistical evaluations were performed under the R environment. Differences in mean for RT-qPCR and real-time PCR data were assessed using an unpaired, two-sided Student's t-test with Welch's correction. For relative chromocenter areas, Kruskal–Wallis rank sum test were performed with the native kruskal.test function, and Dwass–Steel–Critchlow-Fligner post-hoc tests were made using the pSDCFlig function with the asymptotic method from the NSM3 package. The means and s.e.m. were derived from independent biological samples.

Data availability

Sequencing data generated in this study have been deposited to European Nucleotide Archive (ENA) under accession number PRJEB15202 (http://www.ebi.ac.uk/ena/data/view/PRJEB15202). All other data supporting the findings of this study are available within the manuscript and its Supplementary Files or are available from the corresponding author upon request.

Additional information

How to cite this article: Ikeda, Y. et al. Arabidopsis proteins with a transposon-related domain act in gene silencing. Nat. Commun. 8, 15122 doi: 10.1038/ncomms15122 (2017).

Publisher's note: Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary Material

Supplementary Information

Supplementary Figures, Supplementary Tables and Supplementary References

ncomms15122-s1.pdf (2.9MB, pdf)
Supplementary Data 1

Lists of loci upregulated in the different mutant genotypes analyzed by RNA-seq.

ncomms15122-s2.xlsx (186.4KB, xlsx)
Supplementary Data 2

Lists of loci downregulated in the different mutant genotypes analyzed by RNA-seq.

ncomms15122-s3.xlsx (81KB, xlsx)
Supplementary Data 3

PMD sequences used in this study.

ncomms15122-s4.xlsx (99.4KB, xlsx)
Supplementary Data 4

List of primers used in this study.

ncomms15122-s5.xlsx (26.6KB, xlsx)
Peer Review File
ncomms15122-s6.pdf (478KB, pdf)

Acknowledgments

We thank L. López-González (Université Clermont Auvergne) and M. Fujii (Okayama University) for technical assistance, T. Hirayama (Okayama University) for experimental support and helpful discussions, and N. Suzuki (Okayama University) for support with confocal microscopy analysis. This work was supported by a grant from the European Research Council (ERC, I2ST 260742 to O.M.), an EMBO Young Investigator award (to O.M.), a Young Researcher grant from the Auvergne Regional Council (to O.M.), and the Max Planck Society and DFG (SFB 1101 to D.W.). Y.I. was supported by the Japan Society for the Promotion of Science (JSPS) postdoctoral fellowship for research abroad, a Grant-in-Aid for Research Activity Start-up (26891018) and for Young Scientists B (15K18578), and Program to Disseminate Tenure Tracking System, MEXT, Japan. P.B. was supported by a PhD studentship from the Ministère de l'éducation nationale, de l'enseignement supérieur et de la recherche.

Footnotes

The authors declare no competing financial interests.

Author contributions O.M. supervised the study. Y.I., T.P., J.-M.D. and O.M. conceived the study. Y.I., T.P., P.B., C.B. and M.-N.P.-P. conducted laboratory experiments. C.B. and D.W. contributed the whole-genome bisulfite sequencing data. M.W. created the MAIL2-RNAi line. R.P. and O.M. performed bioinformatics analyses. J.-M.D. conducted the phylogenetic analysis. Y.I., T.P., C.B., D.W., J.-M.D. and O.M. prepared the manuscript.

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Associated Data

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

Supplementary Materials

Supplementary Information

Supplementary Figures, Supplementary Tables and Supplementary References

ncomms15122-s1.pdf (2.9MB, pdf)
Supplementary Data 1

Lists of loci upregulated in the different mutant genotypes analyzed by RNA-seq.

ncomms15122-s2.xlsx (186.4KB, xlsx)
Supplementary Data 2

Lists of loci downregulated in the different mutant genotypes analyzed by RNA-seq.

ncomms15122-s3.xlsx (81KB, xlsx)
Supplementary Data 3

PMD sequences used in this study.

ncomms15122-s4.xlsx (99.4KB, xlsx)
Supplementary Data 4

List of primers used in this study.

ncomms15122-s5.xlsx (26.6KB, xlsx)
Peer Review File
ncomms15122-s6.pdf (478KB, pdf)

Data Availability Statement

Sequencing data generated in this study have been deposited to European Nucleotide Archive (ENA) under accession number PRJEB15202 (http://www.ebi.ac.uk/ena/data/view/PRJEB15202). All other data supporting the findings of this study are available within the manuscript and its Supplementary Files or are available from the corresponding author upon request.

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