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The developmental regulator PKL is required to maintain correct DNA methylation patterns at RNA-directed DNA methylation loci
Genome Biology volume 18, Article number: 103 (2017)
The chromodomain helicase DNA-binding family of ATP-dependent chromatin remodeling factors play essential roles during eukaryote growth and development. They are recruited by specific transcription factors and regulate the expression of developmentally important genes. Here, we describe an unexpected role in non-coding RNA-directed DNA methylation in Arabidopsis thaliana.
Through forward genetic screens we identified PKL, a gene required for developmental regulation in plants, as a factor promoting transcriptional silencing at the transgenic RD29A promoter. Mutation of PKL results in DNA methylation changes at more than half of the loci that are targeted by RNA-directed DNA methylation (RdDM). A small number of transposable elements and genes had reduced DNA methylation correlated with derepression in the pkl mutant, though for the majority, decreases in DNA methylation are not sufficient to cause release of silencing. The changes in DNA methylation in the pkl mutant are positively correlated with changes in 24-nt siRNA levels. In addition, PKL is required for the accumulation of Pol V-dependent transcripts and for the positioning of Pol V-stabilized nucleosomes at several tested loci, indicating that RNA polymerase V-related functions are impaired in the pkl mutant.
PKL is required for transcriptional silencing and has significant effects on RdDM in plants. The changes in DNA methylation in the pkl mutant are correlated with changes in the non-coding RNAs produced by Pol IV and Pol V. We propose that at RdDM target regions, PKL may be required to create a chromatin environment that influences non-coding RNA production, DNA methylation, and transcriptional silencing.
DNA methylation is an important epigenetic modification that is associated with heterochromatin formation and transcriptional gene silencing. Plant DNA methylation occurs in three different sequence contexts: CG, CHG, and CHH (H = A, C, T). DNA methylation patterns are faithfully replicated from generations to generations . Maintenance of CG methylation requires the DNA methyltransferase MET1 [2, 3] and the VIM/UHRF1 proteins [4, 5], which function at the DNA replication foci to copy methylation from the parent strand to the daughter strand. Maintenance of CHG methylation requires the DNA methyltransferase CMT3  and the histone methyltransferase KYP/SUVH4, SUVH5, and SUVH6 , through a positive feedback loop that involves H3K9me2 [8, 9]. The RNA-directed DNA methylation (RdDM) pathway (recently reviewed in [10, 11]) and another DNA methyltransferase CMT2 [12, 13] are required to maintain CHH methylation.
RdDM is also required for de novo methylation in all three sequence contexts . Genetic screens and biochemical approaches have identified more than 40 proteins involved in RdDM thus far . RdDM requires two classes of non-coding RNAs: the 24-nucleotide (24-nt) small interfering RNAs (siRNA) whose production is initiated by RNA polymerase IV (Pol IV) and the scaffold RNAs that is generated by RNA polymerase V (Pol V). Both Pol IV and Pol V evolved from RNA polymerase II and the three share six common subunits out of 12 [11, 14, 15]. Loading of siRNAs into the Argonaute (AGO4/6) proteins and base pairing between the siRNAs and scaffold RNAs are believed to provide the target information for de novo methylation by DRM2 .
RdDM is involved in many biological processes, including repression of transposon activity, response to biotic and abiotic stresses, paramutation, establishment of methylation patterns during reproduction (recently reviewed in ). Despite its important functions in de novo methylation, most Arabidopsis RdDM mutants do not have obvious developmental phenotypes. Indeed, only rdm4/dms4 exhibits developmental defects among all the RdDM mutants reported in Arabidopsis [17, 18]. In addition to being a transcriptional regulator of Pol IV and Pol V, RDM4/DMS4 is also involved in Pol II function, thus influencing the expression of developmentally important genes .
ATP-dependent chromatin remodeling factors belong to the SF2 superfamily of DNA helicases . As the name suggests, they utilize energy from ATP hydrolysis to modify the conformation of nucleosomes and chromatin. In vivo they usually exist in the form of multi-subunit protein complexes . A comprehensive phylogenetic analysis using the ATPase domain sequences identified seven large groups and 24 subfamilies in all eukaryotes . The Arabidopsis genome contains members in 18 out of these 24 subfamilies. At least four subfamilies have been suggested to function in DNA methylation regulation but their molecular mechanisms remain to be clarified. DDM1, the first remodeling factor that was identified to affect DNA methylation in plants, plays a major role in promoting transposon methylation. Loss of DDM1 leads to elimination of almost all DNA methylation in heterochromatic regions . DDM1 facilitates DNA methylation by assisting DNA methyltransferases to access the most repressed chromatin . The plant-specific DRD1 subfamily is specialized for the RdDM pathway. The six-member subfamily contains four CLSY proteins and two DRD proteins. DRD1 is part of a three-component complex called DDR (DRD1/DMS3/RDM1) that assists in RNA Pol V transcription [22,23,24]. The function of its closest homolog DRD2 remains unclear. CLSY1 is required for siRNA accumulation and is believed to have a role in assisting Pol IV transcription . The interactions between Pol IV and CLSY and between Pol V and DRD were detected in both Arabidopsis and maize [23, 26,27,28]. In addition, a SWI/SNF complex that belongs to the Snf2 subfamily functions downstream of Pol V-generated scaffold RNAs through its interaction with the IDN complex and promotes methylation of RdDM targets . Recently the ETL1/CHR19 remodeler and two proteins of the five-member Ris1 subfamily, FRG1/CHR27 and FRG2/CHR28, were also found to be required for DNA methylation and silencing at some RdDM loci [30, 31].
PKL belongs to the Mi-2/CHD3 subfamily of ATP-dependent chromatin remodelers [19, 32]. PKL was originally identified as a factor that is required to repress embryonic traits during seed germination and to facilitate the transition from embryonic phase to vegetative phase of plants . Later it was identified in multiple suppressor screens and was found to be involved in establishment of carpel polarity, initiation of lateral roots, and promoting hypocotyl cell elongation during skotomorphogenesis [34,35,36]. The pkl mutant exhibits pleiotropic defects including semi-dwarfism, reduced apical dominance, decreased root meristem activity, and other developmental phenotypes [33, 37]. PKL may also play a role in integrating hormone signaling during plant development [33, 38]. PKL mainly exists as a monomer in plant cells, and it exhibits in vitro nucleosome remodeling activity . In contrast, its animal homolog Mi-2 forms stable complexes with histone deacetylases (HDAC) called NURD, which account for the highest HDAC activity in human cells [39,40,41,42]. Although Mi-2/CHD3 proteins mainly function as a transcriptional co-repressor, instances of these proteins being recruited by specific transcription factors and functioning as transcription co-activator were also reported in specific cell types [43, 44]. Similarly, PKL functions as a transcriptional repressor in many cases and is required to promote H3K27me3, a repressive histone modification typically associated with tissue-specific genes [45, 46], but it was also found that PKL could promote the transcription of specific genes by interacting with transcriptional activators . Overall the CHD3-type chromatin remodeling factors are employed as transcriptional co-regulators in many important developmental processes .
Besides developmental genes, PKL was also found to bind directly to certain transposable elements , although microarray-based transcriptome analyses did not identify significant overlaps with other DNA methylation mutants . Thus, whether and how PKL functions in heterochromatic regions remain largely unknown. In this study, we identified a role of PKL in RNA-directed DNA methylation. In genetic screens searching for mutants defective in transcriptional silencing of the pRD29A-LUC transgene, we identified two alleles of rdm18, both of which showed defects in DNA methylation and silencing of a subset of classical RdDM target loci. Map-based cloning revealed that the rdm18 mutations reside in the PKL gene. Based on whole genome DNA methylation, small RNA, and transcriptome analyses, we propose that PKL may create a chromatin environment that influences non-coding RNA transcription, DNA methylation, and transcriptional silencing through its nucleosome remodeling activity. These results reflect the complexity in transcriptional regulation of non-coding RNAs and show that the developmentally important chromatin remodeler PKL also plays a role in RNA-directed DNA methylation.
RDM18 is required for silencing of the pRD29A-LUC transgene
The RD29A promoter is abiotic stress responsive and is activated when the plant is under cold or salinity. We previously showed that the transcriptional activity of a pRD29A-LUC transgene is regulated by DNA methylation . The 5-methylcytosine DNA glycosylase ROS1 is required to prevent DNA methylation at the RD29A promoter and allows gene activation . By screening for mutants that regain luminescence signals in the ros1-1 mutant background, a number of factors that are involved in RNA-directed DNA methylation (RdDM) were identified . From a T-DNA mutagenized pool of ros1-1, we identified a mutant named rdm18-1 that exhibited strong luminescence signals after cold treatment (Fig. 1a). The rdm18-1 mutant also exhibited developmental defects including dwarfism, late flowering, small and curled leaves, and severely reduced fertility (Fig. 1b). In a separate ethyl methanesulfonate (EMS) mutagenized pool, we identified a second rdm18 mutant allele (rdm18-2) that exhibited increased luminescence signals, as well as similar developmental defects as rdm18-1 (Fig. 1a and b). The intensity of the luciferase signal in ros1 rdm18 double mutants is comparable to that of ros1 nrpe1, which serves as a positive control (Fig. 1a). In order to determine whether rdm18-1 and rdm18-2 are allelic, we made crosses between the two mutants. The F1 plants also exhibited increased luminescence signals and various developmental defects as the parents, indicating that the two mutations reside in the same gene (Fig. 1c).
We observed changes at the transcript level for both the transgenic pRD29A-LUC and endogenous RD29A genes. Quantitative reverse transcription polymerase chain reaction (qRT-PCR) identified substantially higher levels of LUC transcripts in ros1-1 rdm18 mutants compared to ros1-1 (Fig. 1d). The EMS induced rdm18-2 mutant seems to be a weaker allele because its luciferase signals are weaker compared to ros1-1 rdm18-1 (Fig. 1a) and the adult plants are slightly taller than ros1-1 rdm18-1 (Fig. 1b). We also observed less LUC transcripts in ros1-1 rdm18-2 than in ros1-1 rdm18-1 (Fig. 1d). Similar to previously identified RdDM mutants, the endogenous RD29A gene also showed released silencing in the ros1-1 rdm18 double mutants compared to ros1-1 (Fig. 1d).
In addition to the pRD29A-LUC transgene, the same T-DNA insertion also contains a p35S-NPTII (neomycin phosphotransferase) transgene, which is expressed in wild-type (WT) C24 plants and confers kanamycin resistance. When the ROS1 gene is mutated, the 35S promoter gained more DNA methylation and became silenced . We examined whether RDM18 could also play a role in the silencing of the NPTII gene. The ros1-1 plants are sensitive to kanamycin, while the rdm18-1 ros1-1 mutant is partially resistant (Additional file 1: Figure S1A). Due to the severe developmental defects, the ros1-1 rdm18 seedlings are generally much smaller on the plate (Additional file 1: Figure S1A). Consistent with the partial gain of kanamycin resistance, we observed elevated levels of NPTII transcript in the ros1-1 rdm18-1 double mutant compared to ros1-1 (Additional file 1: Figure S1B). This is different from classical RdDM components such as NRPD1 and NRPE1, which are not required for the silencing of the NPTII gene in the ros1 background .
We next examined other genomic loci that are also regulated by RdDM. Using RT-PCR, we detected increased levels of transcripts at AtSN1 and soloLTR B in the ros1 rdm18 double mutants compared to ros1 (Fig. 1e). However, no changes were observed for AtGP1 or TSI (Fig. 1e).
In summary, we identified two rdm18 alleles that showed defects in silencing of the pRD29A-LUC transgene and some endogenous RdDM targets. Different from previously identified RdDM mutants, RDM18 is required for multiple developmental processes and also plays a role in promoting silencing of the p35S-NPTII transgene.
RDM18 is required for DNA methylation at selected RdDM targets
In order to test the involvement of RDM18 in DNA methylation regulation, we measured DNA methylation levels of both transgenic and endogenous RdDM targets using multiple methods. Sodium bisulfite sequencing revealed mild decreases in non-CG methylation levels at the transgenic RD29A promoter in ros1-1 rdm18 double mutants compared to ros1-1 (Additional file 1: Figure S2A). However no consistent changes at the endogenous RD29A promoter were observed (Additional file 1: Figure S2A). Decreases in non-CG methylation were detected at the AtSN1 transposon in the ros1-1 rdm18 mutant (Additional file 1: Figure S2B), correlated with released silencing of this locus (Fig. 1e). However, at two other known RdDM loci, AtMu1 (a MULE transposon) and MEA-ISR (MEDEA INTERSTITIAL SUBTELOMERIC REPEATS), no changes in DNA methylation levels were found (Additional file 1: Figure S2C).
We used southern blotting to examine DNA methylation levels at the 5S ribosomal DNA repeats and centromeric regions. The ros1-1 rdm18 mutant showed slightly reduced DNA methylation at the 5S rDNA repeats, albeit not to the same level as in ros1-1 nrpd1 (Additional file 1: Figure S2D). Mutation of RDM18 had no effect on the methylation levels of 180-bp centromeric repeats, similar to the ros1-1 nrpd1 control (Additional file 1: Figure S2E).
The expression level of the demethylase gene ROS1 is significantly decreased in plants that are defective in DNA methylation [52,53,54]. A methylation monitoring sequence (MEMS) was found within the promoter region of ROS1, methylation of which correlated with increased ROS1 expression [54, 55]. Thus, the transcript level of ROS1 may serve as an indicator of the DNA methylation activity in the cell. We observed a threefold to fourfold decrease of ROS1 transcripts in ros1-1 rdm18 mutants, similar to that in ros1-1 nrpe1 (Additional file 1: Figure S2F). Overall these results indicate that RDM18 is required for proper DNA methylation at some RdDM loci.
Map-based cloning of RDM18
We used map-based cloning to identify the causal mutation in both rdm18 alleles. We narrowed the rdm18-1 mutation down to a ~110-kb region on chromosome 2 (Fig. 2a). Screening of genes with decreased expression in that region identified PICKLE (PKL, At2g25170), a chromatin remodeling factor gene involved in multiple developmental processes. Consistent with the observation that rdm18 mutants exhibit severe developmental defects, pleiotropic developmental phenotypes of the pkl mutant was reported [33, 34]. However, the pkl-1 mutant, which was a strong loss-of-function mutant allele from the Col ecotype, was taller and produced more seeds, indicating that different genetic backgrounds of C24 and Col may contribute to the difference.
T-DNA insertion in the rdm18-1 mutant caused a deletion that spans at least the whole PKL gene body, as using 15 primer pairs that tiled the gene body failed to generate any PCR products (Fig. 2b; data not shown). The mutation of rdm18-2 is a G-A point mutation in the eighth exon of the PKL gene, which changes a tryptophan residue (W342) to a premature stop codon in the protein sequence (Fig. 2b).
In order to further confirm that the rdm18 mutations reside in PKL, we transformed the rdm18 mutants with constructs that contain the PKL genomic DNA fragment. Due to severe fertility phenotype of rdm18 mutants, we failed to generate any complementation lines despite multiple attempts. Thus, we transformed the PKL-FLAG genomic constructs  into ros1-1 +/+ rdm18-2 +/– plants, which were generated by crossing ros1-1 rdm18-2 to ros1-1. The rdm18-2 allele was used because the point mutation allowed us to distinguish homozygous from heterozygous alleles. After transformation, we obtained two T1 plants that were heterozygous for the rdm18-2 mutation. In the following T2 generation, we selected glufosinate-resistant plants for genotyping. Though genotyping confirmed that the presence of PKL-FLAG transgene and that the rdm18-2 mutation segregated (data not shown), all the plants exhibited no luciferase signals or developmental defects (Fig. 2c), indicating the presence of the PKL-FLAG transgene complemented the mutant phenotype.
We also crossed pkl-1 (in the Col background) to ros1-1 (in the C24 background) to confirm that pkl-1 ros1-1 could recapitulate the mutant phenotype of ros1-1 rdm18. We examined the phenotype in F3 progenies of the cross. We found that in homozygous pkl-1 or pkl-1 ros1-1 plants containing the pRD29A-LUC transgene emitted luminescence signals whereas ros1-1 plants did not (Fig. 2d), indicating that the pkl-1 mutation could suppress the silencing of pRD29A-LUC in the ros1-1 mutant background.
We also examined the ROS1 transcript level in the pkl-1 mutant using qRT-PCR. Similar to those in nrpe1 and rdm18 mutants (Additional file 1: Figure S2F), ROS1 transcripts decreased to less than 20% of WT level in the pkl-1 mutant (Fig. 2e). These results indicate that the mutation of PKL is responsible for the silencing defects of pRD29A-LUC and that the mutation affects ROS1 expression.
PKL is required for proper methylation of RdDM target loci
To gain a full picture of the effect of PKL on DNA methylation, we performed whole-genome bisulfite sequencing using 14-day-old pkl-1 seedlings (Col ecotype). Mutants of two core components of the RdDM pathway, nrpd1-3 and nrpe1-11, were included as controls. NRPD1 and NRPE1, respectively, encode the largest subunits of RNA polymerase IV and V. By comparing to the WT control, we identified 2641, 7265, and 6948 hypo differentially methylated regions (hypoDMRs) in pkl, nrpd1, and nrpe1, respectively. The average size of pkl hypoDMRs is smaller than those of nrpd1 and nrpe1 hypoDMRs (315 versus 436 and 433). Most of the hypoDMRs identified in nrpd1 or nrpe1 located to transposable elements (TEs) while hypoDMRs identified in pkl located more evenly to genes, TEs, and intergenic regions (Fig. 3a). Examination of the pkl hypoDMRs in the genome browser revealed loci where only non-CG methylation were reduced, as well as loci where DNA methylation was lost in all sequence contexts (Additional file 1: Figure S3A). Indeed, heatmap illustration of DNA methylation levels in all the 2641 pkl hypoDMRs indicated that both CG and non-CG methylation were reduced but rarely eliminated in the pkl mutant, while mutations in Pol IV or Pol V (nrpd1 or nrpe1) resulted in elimination of CHH methylation and severe reduction of CHG methylation at most loci (Fig. 3b and Additional file 1: Figure S3B), indicating that RdDM activity is required to maintain CHH methylation at those regions. We thus analyzed the CHH methylation specifically . We identified 12,394 and 12,010 hypomethylated CHH regions in nrpd1 and nrpe1, respectively, and 11,136 (94.4%) were shared between the two mutants (Fig. 3c). Among the 6670 regions that showed significant reduction in CHH methylation in the pkl mutant, 91.7% (6117/6670) of them were also identified in nrpd1 or nrpe1 (Fig. 3c), indicating the majority of CHH hypoDMRs of pkl are RdDM targets. In most of the regions decreases in CHH methylation in pkl were not as dramatic as in nrpd1 or nrpe1, but the 347 pkl unique regions exhibited significantly lower CHH methylation levels in pkl compared to nrpd1 or nrpe1 (Additional file 1: Figure S3C).
We also identified 4210 hyperDMRs in the pkl mutant, a higher number than the 2493 and 2715 hyperDMRs identified in nrpd1 and nrpe1, respectively. HyperDMRs of nrpd1 and nrpe1 showed preferences for genes instead of TEs or intergenic regions, while hyperDMRs of pkl were more likely distributed to TEs, but not intergenic regions (Fig. 3d). We observed increases of DNA methylation levels in CG, CHG and CHH contexts in pkl hyperDMRs (Fig. 3e and Additional file 1: Figure S3B). However non-CG methylation was dependent on NRPD1 or NRPE1 in most of those regions (Fig. 3e and Additional file 1: Figure S3B), suggesting that the majority of hyperDMRs identified in pkl are also RdDM loci. Most of the pkl hyperDMRs already contained low levels of DNA methylation in WT plants (Fig. 3e). This was confirmed by visual inspection of the pkl hyperDMRs in the genome browser (Additional file 1: Figure S3D). More than 56% (3608/6394) of the CHH hyperDMRs identified in pkl overlapped with the CHH hypoDMRs of nrpd1 and nrpe1 (Fig. 3f). Compared to the WT, in the 3608 pkl/nrpd1/nrpe1 overlapped regions, CHH methylation decreased to basal levels in nrpd1 and nrpe1, whereas the methylation was significantly higher in pkl (Fig. 3g). In the 2537 pkl-specific regions, we also observed a decrease of CHH methylation in nrpd1 and nrpe1 (Fig. 3h). Those regions were not identified as hypoDMRs in nrpd1 or nrpe1 because in WT plants the majority of those regions had significantly lower CHH methylation levels than the overlapped regions (Fig. 3g; see Methods). Thus, the results indicated that the majority of differentially methylated regions of pkl, whether with increased or decreased DNA methylation, are RdDM target loci.
The total length of CHH DMRs of pkl added up to 2.55 Mbp, whereas the total length of RdDM loci, defined by CHH DMRs identified in both nrpd1 and nrpe1, was 3.57 Mbp (Fig. 3i). The overlap between the two was 1.64 Mbp, indicating that at least 46% of the RdDM loci were affected by PKL. Overall the results above demonstrated that PKL is an important factor that is required to maintain the correct methylation pattern in roughly half of the genomic regions regulated by RdDM.
PKL affects genome-wide 24-nt siRNA levels
We next tested whether PKL could influence DNA methylation by affecting 24-nt siRNA levels. First, we used northern blotting to examine the 24-nt siRNAs generated from the RD29A promoter. While pRD29A specific siRNAs were undetectable in the ros1-1 nrpd1 mutant, their levels in ros1-1 rdm18-1 and ros1-1 rdm18-2 were comparable to those in WT and ros1-1 plants (Additional file 1: Figure S4A), indicating that RDM18/PKL is not required for siRNA accumulation at the RD29A promoter.
We also examined siRNA levels at other endogenous RdDM loci using small RNA northern blotting. The methylation level at AtSN1 was dependent on RDM18/PKL (Additional file 1: Figure S2B) and we also found a decrease in siRNA levels at this locus in the ros1-1 rdm18-2 mutant (Additional file 1: Figure S4B). However, for another locus, soloLTR, where DNA methylation level also decreased in pkl, no changes in siRNA levels were observed (Additional file 1: Figure S4B). For the other two loci where we did not detect changes in DNA methylation levels in rdm18, AtMu1, and siRNA1003, no significant changes in siRNA levels were detected either (Additional file 1: Figure S4B), though siRNA levels did decrease in the ros1-1 nrpe1 plants. As a control, neither tasiRNA255 nor miRNA171 was affected by the rdm18 or nrpe1 mutation (Additional file 1: Figure S4B).
We next performed small RNA sequencing to understand the genome-wide changes in siRNA levels in the pkl mutant. We identified 57,094 regions where 24-nt siRNAs are expressed in either WT or mutant plants. As illustrated by the heatmap, the whole-genome profile of 24-nt siRNAs of the pkl mutant was more similar to WT than to nrpd1 or nrpe1 (Fig. 4a). While mutation of NRPD1 eliminated siRNAs from most of the loci, PKL rarely reduced siRNAs to basal levels (Fig. 4a). It was reported that AGO4 protein level decreases significantly in mutants that are defective in siRNA production, presumably because formation of the siRNA-AGO4 complex stabilizes both the siRNA and AGO4 protein . We thus examined AGO4 protein levels in the pkl mutant. Consistent with the less affected total siRNA abundance in pkl and nrpe1, anti-AGO4 western blot revealed no decreases of AGO4 proteins levels in pkl-1, nrpe1-11, or pkl-1 nrpe1-11 plants, whereas mutation of NRPD1 lead to significant reduction of AGO4 proteins (Additional file 1: Figure S4C).
Using a false discovery rate (FDR) cutoff of 0.01, 7487 differential siRNA regions (DSRs) were identified in the pkl mutant (Fig. 4b). More than 91% of the pkl DSRs overlapped with DSRs identified in nrpd1 (Fig. 4b), in which 24-nt siRNAs at those regions decreased to basal levels (Fig. 4c). In contrary to nrpd1 or nrpe1, whose DSRs are mainly hypoDSRs, a large number of hyperDSRs (n = 1691) was identified in pkl (Fig. 4c). Those regions contained medium levels of 24-nt siRNAs in WT and basal levels of siRNAs in nrpd1, indicating that they are normal RdDM targets. Interestingly more than 70% of the DSRs (5375/7487) identified in pkl were also affected by NRPE1 (Fig. 4b), mutation of which led to reduction of siRNA levels in those regions (Fig. 4c). Despite the significantly smaller number of DSRs identified in pkl compared to nrpe1 (7487 versus 19,012), 24-nt siRNAs also decreased in pkl at the majority of nrpe1 affected regions (Additional file 1: Figure S4D), indicating that PKL and NRPE1 tend to affect siRNA production at similar genomic loci.
We further explored the relationship between changes in 24-nt siRNA levels and DNA methylation levels in the pkl mutant. In most pkl DSR regions, increases and decreases in 24-nt siRNAs positively correlated with increases and decreases in non-CG methylation levels (Fig. 4d). In the same regions, nrpd1 and nrpe1 showed associated reduction in both siRNA and DNA methylation levels, with nrpd1 having a stronger effect on siRNA reduction (Fig. 4d). Most of the CG methylation changes centered around zero, no matter decreases or increases in 24-nt siRNA levels were observed (Fig. 4d). These results indicated that mutation of PKL changed the abundance of 24-nt siRNAs at the affected RdDM loci, the levels of which correlated with non-CG methylation levels.
PKL is required for Pol V function
Based on the strong overlap between PKL-affected and NRPE1-affected siRNA regions, we tested whether PKL is required for the proper function of Pol V. We first examined the accumulation of Pol V-dependent transcripts. We randomly selected intergenic regions where Pol V-dependent transcripts can be detected using real-time PCR in previous studies . Six regions with significantly decreased Pol V-dependent transcripts levels in the pkl mutant were identified (Fig. 5a). While scaffold RNAs generated by Pol V can be readily detected in WT plants, they were dramatically decreased to background levels in the nrpe1 mutant (Fig. 5a). In general, the reduction of Pol V-dependent transcripts in pkl was not as dramatic as in nrpe1 (Fig. 5a). Correspondingly, we observed a reduction of non-CG methylation at all six IGN loci in the pkl mutant (Additional file 1: Figure S5). We also observed reduction of Pol V dependent RNAs in the nrpd1 mutant at IGN25 and IGN32, suggesting that their accumulation could be affected by DNA methylation levels (Additional file 1: Figure S5).
In order to further understand the effect of PKL at Pol V transcribed regions, we examined nucleosome densities at the IGN5 locus in the pkl mutant. The IGN5 locus is surrounded by two transposable elements and Pol V transcripts start from near the 3’ and 5’ end of the two TEs, respectively, and run in opposite directions  (Fig. 5b). A recent whole-genome study on Pol V transcripts also indicated that the IGN5 transcripts could start from inside the two TEs  (Fig. 5b). CHH methylation was decreased in pkl while abolished in nrpe1 in this region (Fig. 5c). We examined nucleosome density within and around IGN5 using 11 primer pairs (Fig. 5b) and found that Pol V is required to promote nucleosome occupancy across the whole region except at the two ends, A1 and A11. Pol V has stronger effect of nucleosome stabilization in regions from A5 to A8, where Pol V presumably transcribes both strands (Fig. 5d). Except at A10, the effect of PKL on nucleosome occupancy in this region largely resembled that of Pol V (Fig. 5d), even though the pkl mutant had a milder effect on DNA methylation.
The scaffold RNAs generated by Pol V were shown to recruit SWI/SNF chromatin remodeling complexes that mediated nucleosome positioning at RdDM target regions . We examined the effect of PKL on Pol V stabilized nucleosomes since PKL was shown to have nucleosome positioning activities in vitro . We performed histone H3 ChIP following micrococcal nuclease digestion of the chromatin. Out of the six randomly chosen Pol V-stabilized nucleosomes, five exhibited significantly reduced occupancy in pkl, except for PVS5 (Fig. 5e). Similar to what we observed at IGN5, the nucleosome density signals in the pkl mutant were not statistically different from those in nrpe1 at the 5 affected loci (Fig. 5e).
The effect of pkl on gene and TE silencing
In order to further understand the function of PKL in gene and TE silencing, a messenger RNA (mRNA)-seq experiment was performed in two-week-old pkl-1 seedlings, as well as in the two RdDM mutants nrpd1-3 and nrpe1-11. Statistical testing using a FDR cutoff of 0.05 and fold change cutoff of 2 identified 25 transposable elements (TEs) and 651 genes that were differentially expressed in the pkl mutant (Additional file 1: Figure S6A). The majority of DEGs (differentially expressed genes) of pkl did not show an expression change in nrpd1 or nrpe1 (Additional file 1: Figure S6A). Eighteen of 274 upregulated genes and six derepressed TEs of pkl also showed increased expression in nrpd1 or nrpe1 (Additional file 1: Figure S6B and S6C); similarly, 17 of 377 downregulated genes of pkl also showed decreased expression in nrpd1 or nrpe1 (Additional file 1: Figure S6D). Consistent with a previous report, in the pkl mutant 34% (n = 92) of the upregulated genes and 42% (n = 159) of the downregulated genes were also targets of H3K27me3, an epigenetic modification important for the silencing of developmentally regulated genes [46, 60]. The differences in the number of differentially expressed genes (DEGs) between pkl and nrpd1/nrpe1 are consistent with the role of PKL in developmental regulation and a role of RdDM in TE methylation.
We found that 50 of the 296 upregulated genes/TEs in pkl overlapped with 52 hypoDMRs within 1-kb regions upstream and downstream of the gene/TE body. However, expression of most of the 50 genes/TEs did not show a significant increase in nrpd1 or nrpe1 (Fig. 6a). Indeed, the majority of upregulated genes/TEs in nrpd1 and nrpe1 were associated with hypoDMRs (67 out of 90 for nrpd1 and 67 out of 81 for nrpe1), but only eight were shared between nrpd1/nrpe1 and pkl (Fig. 6b).
Most of the derepressed genes and TEs had low expression levels in WT plants. We thus performed qRT-PCR to confirm their upregulated expression in pkl. Among the 17 randomly selected genes/TEs (12 TEs and five genes), 15 were confirmed to exhibit significantly increased expression in the pkl mutant (Fig. 6c and d). Among the qRT-PCR verified genes/TES, two TEs (AT1TE42205 and AT2TE82000) and one gene (AT1G60110) were also identified as derepressed in nrpd1 and nrpe1 (Fig. 6c and d), suggesting that decreased DNA methylation may be responsible for their derepression.
We further analyzed the expression and DNA methylation levels of the 42 and 50 genes/TEs that are specifically affected by PKL and RdDM (Fig. 6b). Transcript levels of the 42 pkl affected genes/TEs in nrpd1/nrpe1 were very similar to WT plants (Fig. 6e). Consistent with the observation that the majority of pkl DMRs were RdDM loci, the DNA methylation level, especially CHH methylation level, decreased in the promoter region of the 42 affected genes/TEs in nrpd1 and nrpe1 (Fig. 6e), suggesting that decreased DNA methylation are not sufficient to release silencing at those genes/TEs. In contrast, DNA methylation levels at the 50 RdDM affected loci were significantly higher than the pkl affected genes/TEs and decreased DNA methylation was correlated with increased transcript levels in nrpd1 and nrpe1 (Fig. 6f). Changes in the transcript level or the DNA methylation level at the 50 RdDM affected loci were not observed in pkl (Fig. 6f).
Among the 25 differentially expressed TEs in pkl, 22 exhibited increased transcript levels (Additional file 1: Figure S6A), consistent with a role of PKL in transcriptional silencing of some TEs. The number of TEs that were derepressed in nrpd1 and nrpe1 were 44 and 42, respectively, and 36 of them were shared between the two (Additional file 1: Figure S6C). The pkl mutant shared six derepressed TEs with nrpd1 or nrpe1 (Additional file 1: Figure S6C). The 16 TEs derepressed in pkl but not in nrpd1 or nrpe1 exhibited slightly reduced DNA methylation in pkl (Additional file 1: Figure S6E). However, similar or stronger decreases in DNA methylation levels were also observed in nrpd1 and nrpe1 (Additional file 1: Figure S6E). This was in contrast to the 32 TEs that were derepressed in nrpd1 and nrpe1 but not pkl (Additional file 1: Figure S6C), where the correlation between decreased DNA methylation and increased transcripts was clear (Additional file 1: Figure S6F). These results suggest that PKL also has a role in transcriptional silencing that is independent of DNA methylation.
The relationship between PKL and repressive histone modifications
We next tested if other repressive epigenetic modifications besides DNA methylation could be involved in transcriptional silencing mediated by PKL. One of the mechanisms by which PKL represses gene expression is by promoting H3K27me3 deposition [45, 46]. The level of H3K9me2 is tightly linked to non-CG DNA methylation . We wonder if repressive histone modifications such as H3K27me3 and H3K9me2 were also involved in silencing at the transgenic RD29A promoter. Indeed, substantial levels of H3K27me3 and H3K9me2 were detected in WT plants and significant decreases of H3K27me3 were observed at the transgenic RD29A promoter in the ros1-1 rdm18 mutant (Fig. 7a).
A recent study using 16 features classified the Arabidopsis chromatin into nine different states, each represented by a specific combination of features . Of those, states 4, 5, 8 and 9 are the ones that are associated with transcriptional repression . We examined the distribution of DMRs identified in pkl, nrpd1 and nrpe1 over the nine states. While the total lengths of the nine artificial types of chromatin are similar in the genome, nrpd1 and nrpe1 CHH hypoDMRs showed a clear preference for state 4 and state 8 (Fig. 7b). Similar distribution over these chromatin states was observed for CHH hypoDMRs of pkl (Fig. 7b). The FDRs for any types of DMRs (mC, mCG, mCHG, or mCHH) of pkl to reside in state 8 by chance varied from 3 × 10–95 to 5 × 10–17 (Fig. 7c). This strong preference for state 8 chromatin was also observed for hypoDMRs identified in nrpd1 and nrpe1, with even smaller FDR values (Additional file 1: Figure S6A). Interestingly, we observed the same pattern for hyperDMRs of pkl (Fig. 7c), consistent with our findings that both hypoDMRs and hyperDMRs of pkl are mainly RdDM target loci. State 8 chromatin is enriched for heterochromatic features including H3K9me2, H3K27me1, histone H3.1, and varying levels of H3K27me3 . Considering that the reported roles of PKL in both promoting and antagonizing H3K27me3  and that elimination of H3K27me1 does not have an effect on genome DNA methylation levels , we speculated that PKL may affect DNA methylation through its effect on H3K27me3. We examined DNA methylation levels in the H3K27me3-defective mutant clf-29 . CLF encodes a histone methyltransferase specific for histone H3 lysine 27 . Compared to hypo-DMRs identified in pkl, much fewer DMRs were identified in the clf-29 mutant (CHH hypo-DMR = 185; CHG hypo-DMR = 27; CG hypo-DMR = 489). Non-CG DNA methylation levels were also very similar between clf-29 and WT plants at pkl CHH hypo-DMRs (Additional file 1: Figure S6C). These results indicate that decreased H3K27me3 levels in clf-29 do not lead to changes in DNA methylation levels at PKL-affected regions.
The effects of PKL at RdDM heterochromatin
In this study, we characterized the effects of PKL in RNA-directed DNA methylation. Mutation of PKL changed the DNA methylation pattern of about half of RdDM loci and affected the noncoding RNAs generated by RNA Pol V. We also found that PKL had both DNA methylation-dependent and methylation-independent roles in gene/TE silencing.
PKL is a CHD3-type chromatin remodeling factor that was shown to regulate many developmental processes [35,36,37,38, 46, 65, 66]. Its effect on DNA methylation was underappreciated because microarray-based transcriptome analyses of pkl failed to identify statistically significant overlap of differentially expressed genes with DNA methylation mutants . Since TEs are underrepresented in the ATH1 microarray and their transcript levels are typically too low to be detected by the technology, the effect of PKL on TEs was largely unknown . This study identified genome-wide changes in DNA methylation patterns in the pkl mutant and found that the DNA methylation changes were predominantly at RdDM loci. RdDM mainly targets TEs and loss of RdDM activity does not lead to dramatic changes in the expression level of genes (Fig. 3a) . Thus, our results are consistent with previous findings and revealed a new role of PKL in modulating DNA methylation at RdDM loci.
The involvement of PKL in regulating DNA methylation levels of RdDM loci is supported by several pieces of evidence. First, PKL was identified in the ros1 suppressor screen and is required to promote non-CG methylation and transcriptional silencing of the pRD29A-LUC transgene, which requires RNA-directed DNA methylation for silencing (Fig. 1d and Additional file 1: Figure S2A). Tens of components involved in RdDM have been identified from the same screen . Second, the transcript level of the DNA demethylase gene ROS1 decreased in all the rdm18/pkl alleles. Independent studies found that the ROS1 transcript level decreases in mutants defective in DNA methylation or in plants treated with DNA methylation inhibitors [53, 55, 67, 68]. Two recent studies identified a TE-derived cis-regulatory element, DNA methylation of which positively regulates ROS1 expression [54, 55]. Mutation of PKL reduced the DNA methylation level at the same cis-element. Third, whole-genome bisulfite sequencing analyses indicated that PKL was required for proper methylation of about half of the RdDM target loci (Fig. 3 and Additional file 1: Figure S3). It remains to be tested if further mutation of other CHD family chromatin remodelers could enhance the DNA methylation phenotype of pkl .
Correlated with changes in DNA methylation levels, significant changes in the 24-nt siRNA profile of pkl were also observed (Fig. 4). The numbers of hyperDSRs identified in pkl were significantly smaller than the numbers of CHH hyperDMRs. This may be due to the technical limitation of the small RNA sequencing experiment. Regions that showed increases in DNA methylation and siRNA levels in pkl were RdDM target loci that contain low levels of DNA methylation and 24-nt siRNAs (Figs. 3e and 4c). While whole-genome bisulfite sequencing covers the genome relatively evenly, small RNA reads are dominated by loci that are more highly methylated. Thus, deeper sequencing may be needed to reveal the changes in siRNA levels at the other hyperDMRs. It remains to be determined as to how PKL affects siRNA production. The majority of 24-nt DSRs identified in pkl, whether increased or decreased, are also affected by nrpe1 (Fig. 4b), suggesting that PKL may affect secondary siRNA production as NRPE1 does. Other evidence also suggests that the function of Pol V was affected by pkl. Correlated with DNA methylation decreases, the scaffold RNAs generated by Pol V and the occupancy of Pol V stabilized nucleosomes were reduced in the pkl mutant (Fig. 5a and c).
RNA-seq analyses identified 50 genes/TEs that were derepressed and correlated with decreases in DNA methylation in pkl. However similar analyses in nrpd1 and nrpe1 indicated that decreased DNA methylation was not sufficient to cause derepression for the majority of them (Fig. 6). Overall these results demonstrated that multiple aspects of RNA-directed DNA methylation were affected in the pkl mutant.
Possible functions of PKL at RdDM target loci
ATP-dependent chromatin remodeling factors are conserved helicase-derived machineries that are involved in almost all aspects of chromatin regulation . Arabidopsis contains 45 ATP-dependent chromatin remodeling factors, out of which DDM1 and PKL are the only two that were confirmed to exhibit nucleosome remodeling activity in vitro [32, 69]. It is believed that DDM1 promotes CMT2-dependent CHH methylation in the middle of long transposable elements by allowing CMT2 to better access its substrate DNA . The observation that PKL is required for both promoting and repressing DNA methylation at RdDM loci is different from other known RdDM mutants, suggesting that the phenotype is not through affecting the expression of any single component of the RdDM pathway. Indeed, transcriptome analyses in pkl-1 did not identify reduced expression in any known RdDM component genes (Additional file 2: Table S4). It was shown before that PKL could bind to certain TEs . The animal homologs of PKL, Mi-2α/β, were also recruited to the heterochromatin by MeCP2 (methyl CpG binding protein 2) . We propose that PKL binds to the chromatin of RdDM target loci and affects DNA methylation through its nucleosome remodeling activity.
PKL could affect RNA-directed DNA methylation by regulating nucleosome positioning. Similar to other classic chromatin remodelers, PKL exhibits nucleosome “sliding” activity in vitro . In Arabidopsis, nucleosome-bound DNA exhibits higher methylation levels than nucleosome-free DNA and non-CG methylation are promoted by the histone modification H3K9me1/2 [13, 71]. Thus, simply changing the nucleosome positioning could change DNA methylation patterns. Indeed, the positioning of several Pol V stabilized nucleosomes was altered in the pkl mutant (Fig. 5e). Alternatively, PKL may function in regulating the nucleosome conformation, which in turn has an effect on noncoding RNA production by Pol IV and Pol V or on the activity of DNA methyltransferases. We found that in addition to non-CG methylation, CG methylation was also affected at some DMRs identified in pkl (Fig. 3b and e), suggesting that the activity of other DNA methyltransferases, in addition to DRM2, was affected in those regions.
PKL participates in the Pol V transcription process is another possibility by which PKL affects DNA methylation at RdDM loci. Immunoaffinity purification of Pol V identified the chromatin remodeler DRD1, but not PKL [15, 23, 27, 28]. Though the specific activity of DRD1 in promoting Pol V function is unknown, DRD1 is required for the association of Pol V to the chromatin and its mutant has a similar DNA methylation profile as nrpe1 [24, 56]. Despite its functional importance, DRD1 is unlikely the only chromatin remodeler participating in the transcription process. In animals, different CHD proteins are required at the initiation, elongation, or termination phase of Pol II transcription [72, 73], indicating that their heterogeneous biochemical activities suit multiple aspects of the transcription cycle. The different effects of PKL and DRD1 on DNA methylation suggest they could function in different phases of Pol V transcription . For example, CHD1 from yeast and Drosophila function during transcription elongation and facilitate reassembly and repositioning of nucleosomes after the polymerase [72, 74]. Although CHD remodelers can contribute to different aspects of transcription, they do not necessarily exhibit a strong association with Pol II. Interestingly, similar to CHD1, PKL primarily exists as a monomer in vivo [32, 75] and the pkl mutant exhibits reduced nucleosome occupancy at Pol V transcribed regions (Fig. 5). In addition, a number of genes/TEs that were derepressed in pkl were not due to decreases in DNA methylation (Fig. 6e), suggesting that a DNA-methylation independent role of PKL in promoting transcriptional silencing via its nucleosome remodeling activity. In the future, understanding the in vivo biochemical activity of PKL on the chromatin and its correlation with DNA methylation will be important.
We found that the CHD3 protein PKL has an unexpected role in the regulation of DNA methylation levels at the loci targeted by RNA-directed DNA methylation. The changes in CHH methylation in pkl positively correlates with changes in Pol IV-dependent siRNAs and Pol V-dependent scaffold RNAs. These findings significantly advance our understanding of how RNA-directed DNA methylation can be regulated and highlight the diverse functions of CHD proteins in the regulation of chromatin activities.
Plant materials and growth conditions
Plants in the C24 ecotype (WT, ros1-1, ros1-1 nrpd1, ros1-1 nrpe1) carry a homozygous T-DNA insertion that contains the pRD29A-LUC and p35S-NPTII transgenes. For genetic screening, a T-DNA mutagenized and an EMS-mutagenized ros1-1 populations were generated and screened for plants that show increased luciferase signals as described previously . Plants were grown in growth chambers or air-conditioned rooms at 22 °C with 16 h-8 h light-dark cycle.
DNA methylation analyses of individual loci
For southern blotting, genomic DNA was extracted from two-week-old Arabidopsis seedlings using the typical CTAB method. The genomic DNA was digested with a DNA methylation-sensitive restriction endonuclease (NEB) and 5 μg of the digested DNA was loaded into a 1% agarose gel and separated at 40 V for 12 h. Then southern blotting was performed following a standard protocol.
For individual bisulfite sequencing, genomic DNA was extracted from two-week-old seedlings using the Plant DNeasy Mini Kit (Qiagen). Then 2 μg of genomic DNA was subjected to sodium bisulfite treatment and purification using the EpiTect Plus Bisulfite Kit (Qiagen). Then locus-specific primers (Additional file 2: Table S5) were used to amplify regions of interested and the PCR product were cloned into the T-easy vector (Promega). At least 18 unique sequences from each genotype/locus was obtained and analyzed at the CyMATE website (http://www.cymate.org).
RT-PCR and qRT-PCR were performed as described previously . Briefly Trizol reagent (Life Technologies) extracted total RNA was subjected to DNase I treatment (Ambion) and RT using Superscript III First Strand Synthesis Kit (Life Technologies). The synthesized complementary DNA (cDNA) was then diluted to 5–10 ng/μL and 5 μL was used for each RT-PCR or qRT-PCR reaction. For RT-PCR, the optimal PCR cycle number for each primer pair was empirically determined. The primers used for RT-PCR analyses are listed in the Supplementary Material (Additional file 2: Table S5).
Analyses of Pol V-dependent transcripts
Detection of Pol V-dependent transcripts was performed by following a published protocol . Briefly, total RNA was extracted from two-week-old seedlings using Plant RNeasy Mini Kit (Qiagen). The eluted RNA was treated with Turbo DNase I (Ambion) at 37 °C for 30 min. Then 2 μg of RNA without contaminated DNA was used for synthesis the first strand cDNA using SuperScript III First-Strand Synthesis System (Invitrogen) with the random hexamers. Then 200 ng of cDNA was used per real-time reaction using transcript-specific primers.
Small RNA northern blotting
Northern blotting for small RNA analyses was performed as described previously . Briefly, small RNAs were extracted using the TRIzol reagent and PEG precipitation and then separated on a 15% polyacrylamide gel at 200 V for 3–4 h. The small RNA was stained with ethium bromide and electro-transferred to the Hybond-N+ membrane (GE Lifesciences). Small RNA hybridization was carried out in PerfectHyb buffer (Sigma) overnight at 38 °C. Probes were produced by PCR amplification in the presence of [α-32P] dCTP. Primers used for generating the probes are listed in Additional file 2: Table S5.
Whole-genome bisulfite sequencing and data analyses
Genomic DNA was extracted from two-week-old pkl-1 seedlings using the Plant DNeasy mini kit (Qiagen) and sent to BGI (Shenzhen, China) for whole-genome bisulfite sequencing. For clf-29 and the corresponding WT control, two-week-old seedlings were grown under the same conditions and sent to Core Facility for Genomics at Shanghai Center for Plant Stress Biology (PSC) for whole-genome bisulfite sequencing.
For the analyses of BS-seq data, first adapter sequences and low-quality reads (Q < 20) were trimmed and clean reads were mapped to the TAIR10 genome using BSMAP . The method for the identification of total C DMRs (differentially methylated regions) was reported before . For the identification of different types of DMRs (mCG, mCHG, and mCHH) we followed a published method . Briefly, the genome was divided in 100-bp bins and CG, CHG, CHH methylation levels in each bin (covered at least four times) was calculated and compared between WT and mutant plants. Bins that show differences in DNA methylation levels (mCG > 0.4, mCHG > 0.2, mCHH > 0.1) were recorded and filtered based on Fisher’s exact test and multi-testing corrected p values (cutoff = 0.05). DMRs were generated by joining bins that are no more than 200 bp apart.
Transcriptome sequencing and data analyses
Total RNAs were extracted from two-week-old WT, pkl-1, nrpd1-3, and nrpe1-11 seedlings using Trizol reagent (Life Technologies). PolyT purification of messenger RNAs, stranded RNA library preparation and paired end sequencing were performed using Illumina reagents following the manufacturer’s instructions at Genomics Core Facility of PSC. For data analyses adapter sequences and low quality bases (q < 30) were trimmed and clean reads were mapped to the TAIR10 reference genome using the subread package. Read counts for both genes and TEs were produced using the featureCounts command and statistical testing was performed using the edgeR package in R .
Small RNA sequencing and data analyses
Total RNA extracted from two-week-old WT, pkl-1, nrpd1-3, and nrpe1-11 seedlings were separated on a PAGE gel and 18–30 nt fraction of the gel was cut for small RNA purification. Library preparation and sequencing were performed using Illumina reagents according to the manufacturer’s instructions at Genomics Core Facility of PSC. For data analyses, adapter sequences and low quality bases (q < 30) were trimmed and clean reads of size 18–30 nt were mapped to the TAIR10 genome after removing reads that can be mapped to annotated structural RNAs (rRNAs, tRNAs, snRNAs, and snoRNAs). Only uniquely mapped reads were used for downstream analyses. Read counts in every 100-bp bin of the genome were generated using bedtools coverage  and were normalized to reads per 10 million (RPTM) according to the total number of mapped reads (excluding structural sRNAs). Only bins with a normalized RPTM value of 24-nt sRNAs higher than 5 in any plant were retained for differential analyses using the edgeR package .
Chromatin immunoprecipitation was performed according to a published protocol . Typically, two-week-old seedlings grown on ½ MS plates supplemented with 1% sucrose were used as the starting material. After crosslinking and nuclei extraction, the chromatin was fragmented using either directly sonication or sonication after MNase digestion. Afterwards soluble fraction of fragmented chromatin was incubated with anti-H3 (Abcam ab1791), anti-H3K27me3 (Millipore 07-449) or anti-H3K9me2 (Abcam ab1220) antibodies for overnight at 4 °C. After washing and reverse crosslinking, the immunoprecipitated DNA was then purified using PCI extraction and examined using gene specific primers by qPCR.
After total proteins were extracted, the proteins were heated at 95 °C for 5 min before being separated on SDS-PAGE for Commassie Blue staining. A standard western blotting protocol was used with anti-AGO4 antibody (Agrisera, AS09617) at 1:5000 dilutions.
Differentially expressed genes
Differentially methylation regions
Polymerase chain reaction
- Pol IV:
RNA polymerase IV
- Pol V:
RNA polymerase V
RNA-directed DNA methylation
Small interfering RNA
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Funding for this study was provided by National Natural Science Foundation of China (31371312), Chinese Ministry of Science and Technology of China (2016YFA0503200) and Youth Innovation Promotion Association, Chinese Academy of Sciences (CAS) to HZ, by National Basic Research Program of China (973 Program) (2012CB910900) and the 973 Program (2011CB812600) from Chinese Ministry of Science and Technology to XJH, by NIGMS and by CAS to JKZ, and by National Science Foundation (Grant No. 1413183) to JO.
Availability of data and materials
Sequencing data have been deposited at the Gene Expression Omnibus (GEO) (https://www.ncbi.nlm.nih.gov/geo/) under the accession code GSE98286. Other experiment materials are available upon request.
HZ, XJH, JKZ, and JO designed the research; RY, ZZ, QC, DM, JL, JXZ, and HZ performed research; LY, HH, WW, LZ, and HZ performed bioinformatics analyses; HZ wrote the paper. All authors read and approved the final manuscript.
The authors declare that they have no competing interests.
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Additional file 1: Figure S1.
RDM18/PKL promotes silencing at the p35S-NPTII transgene but does not affect DNA methylation levels. Figure S2. RDM18 is required for proper methylation at RdDM target loci. Figure S3. Characterization of differentially methylated regions in the pkl mutant. Figure S4. Effects of pkl on 24-nt siRNA levels and AGO4 protein levels. Figure S5. Analyses on TEs and genes that are differentially expressed in mutants. Figure S6. Chromatin features of the RdDM loci. (PDF 6385 kb)
Additional file 2: Table S1.
Statistics of RNA-seq data. Table S2. List of differentially expressed genes in the pkl mutant identified by RNA-seq. Table S3. List of differentially expressed TEs in the pkl mutant identified by RNA-seq. Table S4. Transcript level of genes involved in DNA methylation regulation. Table S5. List of primers used in this study. (XLSX 218 kb)
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Yang, R., Zheng, Z., Chen, Q. et al. The developmental regulator PKL is required to maintain correct DNA methylation patterns at RNA-directed DNA methylation loci. Genome Biol 18, 103 (2017). https://doi.org/10.1186/s13059-017-1226-y
- Non-coding RNA (ncRNA)
- ATP-dependent chromatin remodeling
- DNA methylation
- RNA-directed DNA methylation (RdDM)