H1 restricts euchromatin-associated methylation pathways from heterochromatic encroachment

Silencing pathways prevent transposable element (TE) proliferation and help to maintain genome integrity through cell division. Silenced genomic regions can be classified as either euchromatic or heterochromatic, and are targeted by genetically separable epigenetic pathways. In plants, the RNA-directed DNA methylation (RdDM) pathway targets mostly euchromatic regions, while CMT DNA methyltransferases are mainly associated with heterochromatin. However, many epigenetic features - including DNA methylation patterning - are largely indistinguishable between these regions, so how the functional separation is maintained is unclear. The linker histone H1 is preferentially localized to heterochromatin and has been proposed to restrict RdDM from encroachment. To test this hypothesis, we followed RdDM genomic localization in an h1 mutant by performing ChIP-seq on the largest subunit, NRPE1, of the central RdDM polymerase, Pol V. Loss of H1 resulted in NRPE1 enrichment predominantly in heterochromatic TEs. Increased NRPE1 binding was associated with increased chromatin accessibility in h1, suggesting that H1 restricts NRPE1 occupancy by compacting chromatin. However, RdDM occupancy did not impact H1 localization, demonstrating that H1 hierarchically restricts RdDM positioning. H1 mutants experience major symmetric (CG and CHG) DNA methylation gains, and by generating an h1/nrpe1 double mutant, we demonstrate these gains are largely independent of RdDM. However, loss of NRPE1 occupancy from a subset of euchromatic regions in h1 corresponded to loss of methylation in all sequence contexts, while at ectopically bound heterochromatic loci, NRPE1 deposition correlated with increased methylation specifically in the CHH context. Additionally, we found that H1 similarly restricts the occupancy of the methylation reader, SUVH1, and polycomb-mediated H3K27me3. Together, the results support a model whereby H1 helps maintain the exclusivity of heterochromatin by preventing encroachment from other competing pathways.


INTRODUCTION:
Eukaryotic genomes are compartmentalized into euchromatic and heterochromatin regions (Ruiz-Velasco and Zaugg, 2017).In euchromatin, nucleosomes are more accessible, while in heterochromatin nucleosomes are more compacted and restrictive to transcription.Protein coding genes are typically euchromatic, while non-coding and repetitive elements more often reside in heterochromatin.However, transposable elements, which are targeted for DNA methylation and silencing, are found in both euchromatic and heterochromatic regions of the genome (Bourque et al., 2018).The pathways responsible for deposition of methylation and silencing of TEs in these different regions are functionally and genetically distinct (Du et al., 2015).
In plants, euchromatic repetitive regions are targeted by the RNA-directed DNA methylation pathway (RdDM) (Erdmann and Picard, 2020), in which the concerted action of non-coding RNA polymerases and small RNAs direct the DNA methyltransferase, DRM2, to specific sites of the genome.Newly invading genetic elements are targeted by the 'non-canonical' RdDM pathway, and involve the action of Pol II derived small RNAs (Cuerda-Gil and Slotkin, 2016).Once established, the canonical RdDM pathway takes over, whereby small RNAs are generated by the plant-specific polymerase IV (Pol IV).
In both cases, a second plant-specific polymerase, Pol V, is an essential downstream component.Pol V transcribes scaffold transcripts to which Argonaute bound small RNAs can bind through base complementarity to recruit DRM2 to direct DNA methylation (Wierzbicki et al., 2009(Wierzbicki et al., , 2008;;Zhong et al., 2014).The recruitment of Pol V to chromatin is stabilized by interaction with the DNA methylation readers SUVH2 and SUVH9 (Johnson et al., 2014).However, methylation alone is not sufficient to explain Pol V occupancy, as Pol V is restricted to the edges of long TEs and euchromatic methylated regions, despite methylation levels being high in the bodies of long TEs and in heterochromatin (Zhong et al., 2012).Therefore, additional mechanisms must exist to regulate Pol V occupancy.
Heterochromatin is targeted for DNA methylation and silencing by CMT methyltransferases (Stroud et al., 2014;Zemach et al., 2013).CMT3 and CMT2 are responsible for CHG and CHH methylation maintenance, respectively, at these regions.The CMTs form an epigenetic feedback loop with the KYP family of H3K9me2 methyltransferases, thereby maintaining high levels of repression-associated non-CG methylation and H3K9me2 at heterochromatic regions of the genome (Du et al., 2014(Du et al., , 2012;;Li et al., 2018).As both DNA methylation and H3K9me2 are known to recruit components of the RdDM pathway (Johnson et al., 2014;Law et al., 2013), it is unclear how these regions remain functionally separated from RdDM.
The linker histone H1 associates with nucleosomes to modulate chromatin accessibility and higher order structures (Saha and Dalal, 2021).H1 binds to linker DNA as it exits from the nucleosome dyad and reduces linker DNA flexibility (Bednar et al., 2017).In plants, H1 is preferentially associated with heterochromatin, where it contributes to chromatin compaction (Bourguet et al., 2021;Choi et al., 2020;Rutowicz et al., 2019).Genetic evidence suggest that the chromatin remodeler DDM1 displaces H1 at heterochromatic TEs to facilitate access of CMT methyltransferases (Zemach et al., 2013), while biochemical data suggests that this effect could be indirect, via DDM1s interaction with the heterochromatin associated histone variant, H2A.W (Osakabe et al., 2021).Why DDM1 grants CMTs but not RdDM access to H1-containing nucleosomes is not clear.Recent structural data shows that nucleosome bound DDM1 promotes DNA sliding (Liu et al., 2024), which may be sufficient for CMT to deposit methylation, but not for the RdDM machinery to become established.H1 also plays a key role in shaping nuclear architecture and preventing ectopic polycomb-mediated H3K27me3 deposition in telomeres (Teano et al., 2023).
Since H1 physically locks genomic DNA to the nucleosome and is preferentially associated with heterochromatin, it is a promising candidate for preventing RdDM encroachment into these regions.
Recent evidence supports this hypothesis, with RdDM associated small RNAs becoming more heterochromatically enriched in h1 knockouts (Choi et al., 2021;Papareddy et al., 2020).However, small RNAs are not a direct readout of functional RdDM activity and Pol IV dependent small RNAs are abundant in regions of the genome that do not require RdDM for methylation maintenance and that do not contain Pol V (Stroud et al., 2014).Here we directly tested whether RdDM occupancy is affected by loss of H1, by taking advantage of an endogenous Pol V antibody (which recognizes Pol V's largest subunit, NRPE1).We found that h1 antagonizes NRPE1 occupancy throughout the genome, particularly at heterochromatic regions.This effect was not limited to RdDM, similarly impacting both the methylation reader complex component, SUVH1 (Harris et al., 2018) and polycomb-mediated H3K27me3 (Teano et al., 2023).These results suggest that H1 acts in part to restrict the function of other epigenetic pathways.

RESULTS:
To understand how H1 affects RdDM occupancy, we performed chromatin immunoprecipitation followed by sequencing (ChIP-seq) with a native antibody against NRPE1 (the largest catalytic subunit of Pol V, previously validated (Liu et al., 2018)).Two biological replicates of ChIP-seq in wild type control Col-0 and in h1.1-1/h1.2-1double mutant (hereafter referred to as WT and h1, respectively) were performed.As previously reported (Bohmdorfer et al., 2016;Liu et al., 2018;Zhong et al., 2012), NRPE1 was enriched over short TEs and at the edges of long TEs in WT (Fig. 1A-B).In the h1 mutant, however, NRPE1 enrichment was markedly increased, with NRPE1 invading the heterochromatic bodies of long TEs (Fig. 1A-B).The negative correlation between NRPE1 enrichment and TE length observed in WT was reverted in the h1 mutant (Fig. 1C).This suggests that mutation of h1 facilitates the invasion of NRPE1 to more heterochromatic regions, in which long TEs tend to reside (Bourguet et al., 2021;Zemach et al., 2013).Consistent with this, NRPE1 increased more over heterochromatin associated CMT2 dependent hypo-CHH differentially methylated regions (DMRs) than at the RdDM associated DRM2 dependent CHH sites (Fig. 1D).The preferential enrichment of NRPE1 in h1 was more pronounced at TEs that overlapped with heterochromatin associated mark, H3K9me2 (Fig. 1E).
Comparing NRPE1 occupancy over TEs that had previously been classified by as either 'euchromatic' or 'heterochromatic' (based on a broad range of features and small RNA expression dynamics during embryonic development (Papareddy et al., 2020), again, we found a striking increase in NRPE1 at heterochromatic over euchromatic TEs in h1 (Fig. 1F).From a chromosomal viewpoint, NRPE1 was preferentially enriched over pericentromeric regions in h1, and showed corresponding depletion from the more euchromatic chromosomal arms (Fig. 1G, Supplementary Fig. 1).Importantly, we found no evidence for increased expression of NRPE1 or other methylation pathway components known to be involved in Pol V loading or stability in the h1 mutant (Supplementary Table 1).Together, the results indicate that H1 broadly restricts NRPE1 access to chromatin, and that this effect is more pronounced in heterochromatic regions of the genome.As H1 itself is preferentially localized to heterochromatin (see Fig. 1B,D,F) (Bourguet et al., 2021;Choi et al., 2020), this suggests that H1 directly antagonises RdDM occupancy.
One mechanism by which H1 could restrict RdDM access is by promoting chromatin compaction.
Consistent with this idea and previous reports (Bourguet et al., 2021;Choi et al., 2020;He et al., 2019;Rutowicz et al., 2019), we observed increased accessibility in heterochromatic regions in h1, which mirrored the preferential recruitment of NRPE1 to heterochromatin (Supplementary Fig. 2AB).Loss of H1 mediated compaction in heterochromatin may be the indirect result of loss of heterochromatin associated marks such as H3K9me2.To examine this possibility, we performed H3K9me2 ChIP-seq, and although we observed some minor reductions in H3K9me2 in h1, the losses were not preferentially in heterochromatin where we see the majority of NRPE1 gain (Supplementary Fig. 2CD).While we cannot exclude the possibility that other heterochromatin associated marks are altered, the data suggests that H1 primarily affects the accessibility, rather than the nature of chromatin at these heterochromatic regions.
To determine whether the antagonistic relationship between H1 and NRPE1 is reciprocal, we performed ChIP-seq using an endogenous antibody for H1, with two biological replicates in the WT and nrpe1 mutant backgrounds.H1 levels were broadly unchanged in nrpe1 at TE regions (Fig. 2A).Similarly, over NRPE1 defined peaks (where NRPE1 occupancy is strongest in WT) we observed no change in H1 occupancy in nrpe1 (Fig. 2B).The results indicate that H1 does not invade RdDM regions in the nrpe1 mutant background.
Next, we asked whether ectopic recruitment of RdDM may be sufficient to evict H1 from the genome.
For this, we took advantage of the ZF-DMS3 transgenic lines that we previously characterized, in which zinc finger (ZF) fused DMS3 can recruit endogenous NRPE1 to >10,000 ectopic sites throughout the genome, corresponding to ZF 'off-target' binding sites (Gallego-bartolome et al., 2019).With these lines, we performed NRPE1 and H1 ChIP-seq in parallel.Compared to the non-transgenic control, we confirmed that NRPE1 was highly enriched at these 'off-target' regions (Fig 2C).However, with the same material, we observed no depletion of H1 at the ectopically bound NRPE1 sites (Fig. 2C).We validated the quality of our H1 ChIPs, demonstrating antibody specificity, showing that they follow the previously described profiling patterns over H2A.W associated TEs (Bourguet et al., 2021), H3K27me3 marked/unmarked genes (Teano et al., 2023), and that H1.2 occupancy (Teano et al., 2023) is similarly enriched over our H1 peaks (Supplementary Fig. 3).To exclude the possibility that NRPE1 alone may be insufficient to evict H1, but that the fully functioning RdDM pathway may be required (which constitutes at least 32 described proteins acting in concert (Matzke and Mosher, 2014)), we focused on the subset of ZF-DMS3 off-target sites that experience hyper-CHH methylation (Gallego-bartolome et al., 2019).The gain of ectopic methylation at these regions indicates that the full RdDM pathway is recruited and functions to deposit de novo methylation.However, even at these regions where H1 is mildly enriched in WT, we saw no evidence for H1 depletion in the ZF-DMS3 transgenic lines (Fig. 2D).
Together, these results indicate that H1 hierarchically and non-reciprocally restricts RdDM from overaccumulation in heterochromatin.Given our observation that NRPE1 is redistributed in h1, we wondered whether this could help to explain some of the unusual methylation defects observed in the h1 mutant.For instance, h1 mutants experience contrasting loss and gain of DNA methylation at euchromatic and heterochromatic TEs, respectively (Bourguet et al., 2021;Zemach et al., 2013).Previous explanations to account for this suggested that the h1 afforded increased accessibility of euchromatic TEs may promote increased access by activation-associated chromatin modifying enzymes, which in turn antagonise DNA methylation (Zemach et al., 2013).Another non-mutually exclusive scenario is that euchromatic loss and heterochromatic gain of methylation is caused by the relative shift of RdDM from euchromatin to heterochromatin.To directly test this possibility, we generated two independent NRPE1 CRISPR knockouts in the h1 mutant background (Supplementary Fig. 4AB), and performed whole genome bisulfite sequencing (WGBS) analysis, alongside nrpe1, h1 and WT controls.We confirmed nrpe1 loss of function in the independent CRISPR KO lines by plotting CHH methylation over NRPE1 associated high confidence DMRs (Zhang et al., 2018), finding that CHH methylation is entirely abolished over these regions in both nrpe1/h1 lines (Supplementary Fig. 4C).By analysis of chromosome level DNA methylation patterns in the different mutant backgrounds, we found that the striking pericentromeric increase in CG and CHG methylation observed in h1, is almost entirely independent of RdDM, as it was not rescued in nrpe1/h1 (Fig. 3A, Supplementary Fig. 5).In contrast, CHH methylation was mostly unaltered between the genotypes at the chromosome scale, with evidence for a slight reduction of CHH in the h1/nrpe1 double mutant as compared to h1 alone (Fig. 3A, Supplementary Fig. 5).
Next, we compared methylation levels in euchromatic versus heterochromatic TEs.Heterochromatic TEs experienced major increases in CG and CHG methylation in h1 as previously reported (Zemach et al., 2013), and these were independent of NRPE1 function, as the same increases were observed in nrpe1/h1 (Fig. 3B).CHH levels were largely unchanged at heterochromatic TEs in all mutant backgrounds (Fig. 3B).At euchromatic TEs, CG and CHG methylation levels were largely unchanged in h1, while CHH levels were markedly reduced as previously reported (Fig. 3C).CHH methylation levels were further reduced in nrpe1, consistent with the well-established role of RdDM in maintaining CHH at euchromatic TEs (Stroud et al., 2013), with the additional mutation of h1 in nrpe1/h1 having a minimal effect (Fig. 3C).However, we noticed that the loss of CHG methylation in nrpe1 was largely rescued in the nrpe1/h1 double mutant (Fig. 3C).This striking effect was specific to euchromatic TEs.
NRPE1 is therefore required for CHG methylation maintenance at euchromatic TEs and in the absence of H1, loss of RdDM can be functionally compensated for by other methylation pathways.This compensation is likely due to the action of CMT3 (Stroud et al., 2014;Zemach et al., 2013).The effect is reminiscent of h1's amelioration of methylation loss in the chromatin remodeler mutant, ddm1 (Zemach et al., 2013), and further supports a role for H1 in demarcating the boundary between heterochromatic and euchromatic methylation pathways.
Calling DMRs in the mutant backgrounds, we found that h1 hyper CHG DMRs were by far the most numerous as compared to any other context (Fig. 4A).Consistent with the average methylation chromosomal and TE plots, these hyper CHG DMRs were highly enriched over pericentromeric heterochromatin (Fig. 4B).To gain insight into the functional context of methylation in these regions, we performed overlap analysis between h1 hyper CHG DMRs and DMRs from 96 other Arabidopsis gene silencing mutants that were published previously (Stroud et al., 2013).Building similarity matrices based on pairwise overlapping scores (Co-Occurrence Statistics), we observed separation of clustering of mutants belonging to different functional pathways (Fig. 4C, Supplementary Fig. 6), consistent with previous studies (Stroud et al., 2013;Zhang et al., 2018).The h1 hyper CHG DMRs clustered primarily with components of the CG maintenance pathway, including met1 and vim1/2/3 (Fig. 4D).Interestingly, the h1 hyper CHG DMRs also clustered and correlated strongly with ddm1 hyper CHH DMRs.As heterochromatic transposons are known to transition from a state of quiescence to being actively targeted by RdDM in the ddm1 mutant (Panda et al., 2016), this again suggests that H1 controls regions of the genome that are susceptible to spurious RdDM targeting.
While the majority of methylation changes observed in h1 (hyper CG and CHG) were entirely independent of NRPE1, in the chromosomal plots we noted a subtle depletion of CHH methylation in the h1/nrpe1 double mutant as compared to h1 alone (Fig. 3A), suggesting that redistribution of NRPE1 may have functional consequences on methylation patterning.To explicitly investigate these ectopically bound loci, we compared NRPE1 enrichment in WT versus h1 and identified 15,075 peaks that have significantly higher NRPE1 signal in the h1 mutant.At these regions, CG and CHG methylation changes broadly mirrored that of heterochromatic TEs, again supporting the notion that NRPE1 primarily redistributes to heterochromatic regions of the genome in h1 (Fig. 5A, Supplementary Fig. 7A).However, we also observed a significant depletion of CHH methylation at these regions in the nrpe1/h1 double mutant, as compared to either the h1 and nrpe1 alone, which was not observed when looking at heterochromatic TEs as a whole (compare Fig. 5A to Fig. 3B).This indicates that NRPE1 facilitates active deposition of CHH methylation at these newly bound locations.Reciprocally, we asked how methylation changes at regions of the genome that lose NRPE1 in h1 (1,859 peaks), and we found that methylation levels are significantly depleted in all three contexts (CG, CHG and CHH) in the h1, nrpe1 and nrpe1/h1 double mutant backgrounds (Fig. 5B, Supplementary Fig. 7B and 8).The mirrored loss and gain of methylation with changes in NRPE1 occupancy indicates that NRPE1 redistribution in h1 directly impacts methylation patterning in cis.
The results thus far support a model whereby H1 prevents RdDM encroachment into heterochromatin.
As H1 likely restricts access by reducing chromatin accessibility at these regions, we reasoned that this effect would not be RdDM specific and could affect other machinery in a similar manner.The SUVH1 methyl binding protein directly binds CHH methylation in vitro, yet shows strong preferential recruitment to RdDM over CMT dependent sites in vivo (Harris et al., 2018).Along with SUVH3, SUVH1 functions to protect the expression of genes residing nearby to RdDM targeted transposable elements by recruiting DNAJ1/2 transcriptional activators.We therefore wondered whether the SUVH1's occupancy might also be affected by H1.To test this, we performed ChIP-seq on SUVH1-3xFLAG in an h1 mutant background (Fig. 6A).As with NRPE1, SUVH1 was generally enriched throughout the genome in h1, but the effect was strongest over heterochromatin (long TEs, cmt2-dependent hypo-CHH DMRs, and heterochromatic TEs, Fig. 6B).At the transcript level, we saw no evidence that SUVH1 or related complex components are upregulated in the h1 mutant background (Supplementary Table 1), however, we cannot rule out the possibility that the SUVH1-3xFLAG transgene is expressed more highly in h1.
Teano et al recently showed that polycomb dependent H3K27me3 is redistributed in h1.We compared sites that gain NRPE1 to sites that gain H3K27me3 in h1, finding a statistically significant overlap (2.4 fold enrichment over expected, hypergeometric test p-value 2.1e -71 ).Reciprocally, sites that lose NRPE1 were significantly enriched for overlap with H3K27me3 loss regions (1.6 fold over expected, hypergeometric test p-value 1.4e -4 ).This indicates that RdDM and H3K27me3 patterning are similarly modulated by H1.To directly test this, we reanalysed the H3K27me3 ChIP-seq data from Teano et al., finding coincident enrichment and depletion of H3K27me3 at sites that gain and lose NRPE1 in h1 (Fig 6E).Therefore, H1 acts in a non-RdDM specific manner, to prevent euchromatic machinery from heterochromatic encroachment, likely through promoting nucleosome compaction and restricting access to chromatin.

DISCUSSION:
Here we show that loss of H1 results in redistribution of RdDM from euchromatic to heterochromatic regions, consistent with recent findings from small RNA data (Choi et al., 2021;Papareddy et al., 2020).This ectopic accumulation results in modest but detectable NRPE1-dependent methylation, and it would be interesting to determine whether Pol V transcript production and DRM2 methyltransferase recruitment occurs in a similar manner to euchromatin in these regions.It is important to note that NRPE1 binding was generally increased in the h1 mutant (both euchromatin and heterochromatin), consistent with H1's widespread occupancy through the genome, but that the effect was strongest in heterochromatin where H1 shows maximal enrichment (Bourguet et al., 2021;Choi et al., 2020;Rutowicz et al., 2019).The antagonism of RdDM by H1 is non-reciprocal, as H1 levels were not affected by RdDM loss, or artificial gain at ectopic regions of the genome.H1-mediated restriction could be in part due to its structural capacity to reduce linker DNA flexibility (Bednar et al., 2017), thereby reducing polymerase access to unwind and interact with genomic DNA.Pol V requires the DDR complex for efficient association with chromatin (Wongpalee et al., 2019), so the presence of H1 could present an additional barrier to this complex.Mammalian H1 has been shown to compact chromatin in part through the phase separating property of its highly charged intrinsically disordered domain (Gibson et al., 2019).
Consistent with this, very recent work in Arabidopsis showed that H1 induced phase separation and that this capacity was essential for the stability of heterochromatic nuclear foci (He et al., 2024).
Therefore, another possibility is that high H1 occupancy creates a biophysical environment that excludes Pol V and related complexes.Our data together with the observed heterochromatic encroachment of Pol IV dependent small RNAs in h1 (Choi et al., 2021;Papareddy et al., 2020), along with H1's recently described role in preventing spurious antisense transcription at protein coding genes (Choi et al., 2020), support a polymerase indiscriminate model for H1's antagonism.
Small RNAs are relatively abundant in heterochromatin, despite Pol lV and RdDM being dispensable for methylation in these regions (Stroud et al., 2014).This suggests that Pol IV occupies heterochromatin, but that RdDM is either impotent for methylation deposition or acts redundantly with the CMT/KYP pathway.Here we detect NRPE1-dependent methylation at heterochromatic loci in h1, and combined with the finding that Pol V does not appreciably enter these regions in WT, suggests that H1 prevents RdDM from fully mobilizing in these regions by blocking Pol V. Recent evidence suggests that Pol V can be directly recruited by small RNAs to establish methylation (Sigman et al., 2021), and therefore mechanisms that preclude Pol V recruitment to heterochromatin would be particularly crucial in preventing redundant RdDM activity at regions where methylation has already been established.
H1 therefore helps to improve the efficiency of RdDM by focusing it upon TEs with the greatest potential to mobilize.As transposons age, they eventually become targeted by CMTs.How this transition occurs is unclear, but our results indicate a potential role for progressive accumulation of H1 in this process.
Interestingly in tomato, CMTs rather than RdDM target the evolutionarily younger elements (Wang and Baulcombe, 2020), therefore it will be important to determine whether H1 plays a similar role in maintaining the barrier between methylation pathways in this context.Recent work has shown that H1 co-operates with H2A.W to promote compaction at heterochromatic regions (Bourguet et al., 2021).However, H2A.W was found to antagonize rather than promote H1 deposition at heterochromatin.Therefore, the features that drive H1 to preferentially incorporate into heterochromatin are yet to be discovered.
Briefly, the two guides (ATTCTTGACGGAGAGATTGT, and TCTGGCACTGACAAACAGTT) targeting hSpCas9 to NRPE1 (AT2G40030) exons were sequentially cloned in the SpeI linearized pYAO::hSpCas9 construct by In-Fusion (Takara, cat #639650).The final vector was electroporated into AGL0 agrobacteria and transformed in h1 mutant plants by agrobacterium-mediated floral dipping.T1 plants were selected on ½ MS agar plates with hygromycin B and were PCR genotyped to identify plants with deletions spanning the guide region.Selected lines were taken to T2 and genotyped to identify those that had segregated out the pYAO::hSpCas9 transgene.Cas9 negative plants that were homozygous for an NRPE1 deletion (h1/nrpe1 cKO_49) or an indel-induced frameshift to premature stop codon (h1/nrpe1 cKO_63) were confirmed in the T3 generation (see Supplementary Fig. 4).
Crosslinked nuclei were filtered through one layer of miracloth, washed with Extraction Buffer 2, centrifuged through a layer of Extraction Buffer 3 and lysed with Nuclei lysis buffer (buffer compositions are described in the published protocol (Villar and Kohler, 2018)).Chromatin was sheared using a Previously published whole-genome bisulfite sequencing data for mutants and wild type were reanalyzed from previous paper (Stroud et al., 2013).Briefly, Trim_galore (http://www.bioinformatics.babraham.ac.uk/projects/trim_galore/) was used to trim adapters.BS-seq reads were aligned to TAIR10 reference genome by BSMAP (v2.90) and allowed 2 mismatches and 1 best hit (-v 2 -w 1) (Xi and Li, 2009).Reads with three or more consecutive CHH sites were considered as unconverted reads and filtered.DNA methylation levels were defined as #mC/ (#mC + #unmC).
DMR overlapping analysis were conducted by mergePeaks (-d 100) of Homer (Heinz et al., 2010) with WGBS data published previously (Stroud et al., 2013).The estimated conversion rates for all WGBS libraries are provided in Supplementary Table 2.

Figure 1 -
Figure 1 -NRPE1 accumulates in heterochromatin in an h1 mutant background: A) Genome browser image showing increased NRPE1 enrichment in h1 over heterochromatic (long, H3K9me2 enriched) and not euchromatic (short, not H3K9me2 enriched) TEs.B) metaplot showing ChIP-seq enrichment of NRPE1 in WT vs. h1, and H1 occupancy in WT for reference (data from GSE122394), at short vs. long TEs.C) boxplot showing association between NRPE1 and TE length in WT and h1.wilcoxon rank sum test p-values indicated.D) As in B) for drm12 vs. cmt2 hypo CHH DMRs.E) Violin plot inlaid with boxplot showing enrichment of NRPE1 at TEs that overlap with H3K9me2 peaks, vs. TEs that do not, in WT vs. h1.Boxplot medians are shown in blue.Wilcoxon rank sum test p-values indicated.F) as in B) at euchromatic vs. heterochromatic TEs.G) Chromosomal plots showing NRPE1 enrichment in h1 as compared to WT, with pericentromeric regions denoted in grey.

Figure 2 -Figure 3 -
Figure 2 -RdDM does not reciprocally affect H1 localization: A) Scatter plot showing H1 enrichment in WT vs. nrpe1 at euchromatic vs heterochromatic TEs.B) Metaplot showing H1 enrichment at NRPE1 peaks in WT vs. nrpe1 C) H1 and NRPE1 occupancy at ZF-DMS3 off target peaks.Upper panel: H1 occupancy in WT vs. ZF108-DMS3.Lower panel: NRPE1 occupancy in WT vs. ZF108-DMS3.Chromatin from the same sample was used for both H1 and NRPE1 ChIP-seq data, so the lower panel serves as a control showing that ZF108-DMS3 is recruited to these offtarget regions in these samples, despite H1 localisation remaining unchanged.D) Same as C) at the subset of regions where CHH methylation is gained in ZF108-DMS3 (Liu et al 2018), indicating that the fully functioning RdDM pathway is recruited to these regions.

Figure 4 -
Figure 4 -Overlap analysis of h1 hyper CHG DMRs with 96 methylation mutants: A) Number of hypo vs hyper DMRs in genotype comparisons indicated.B) h1 hyper CHG DMR frequency density plot over Chromosomes 1-5.C) Similarity matrix based on pairwise overlapping scores (Co-Occurrence Statistics) of DMRs from 96 whole methylomes. .The labels on the right summarise the major functional categories of the methylation mutant genotypes in the cluster block.(individual genotypes are shown in Supplementary Figure 6).The colour scale represents the number of observed DMR overlaps between the pairwise comparison indicated over the number of overlaps expected by chance (DMRs randomly distributed throughout the genome).Red means highly enriched overlapping DMRs (similar genomic distribution), blue means highly non-overlapping (different genomic distribution) D) Zoomed in view of the cluster containing h1 hyper CHG DMRs C) (see blue box and arrow).

Figure 5 -
Figure 5 -Patterns of NRPE1 re-localisation in h1 show corresponding methylation changes: A) Methylation metaplot in the genotypes indicated over regions of the genome that gain NRPE1 in h1.Arrow highlights the change in average CHH methylation in the h1/nrpe1 double mutant as compared to the single mutants.B) Methylation metaplot of the genotypes indicated over regions of the genome that lose NRPE1 in h1.

Figure 6 -
Figure 6 -SUVH1 encroaches heterochromatin in an h1 mutant background: A) Genome browser image showing SUVH1 re-localisation in h1 mirrors that of NRPE1.B-D) Boxplot inlaid violin plots showing SUVH1 enrichment in WT vs h1 at short vs long TEs (B), at euchromatic vs heterochromatic TEs (C) and at drm12 vs cmt2 hypo CHH DMRs (D).