Natural variation in DNA methylation in ribosomal RNA genes of Arabidopsis thaliana
© Woo and Richards; licensee BioMed Central Ltd. 2008
Received: 30 June 2008
Accepted: 10 September 2008
Published: 10 September 2008
DNA methylation is an important biochemical mark that silences repetitive sequences, such as transposons, and reinforces epigenetic gene expression states. An important class of repetitive genes under epigenetic control in eukaryotic genomes encodes ribosomal RNA (rRNA) transcripts. The ribosomal genes coding for the 45S rRNA precursor of the three largest eukaryotic ribosomal RNAs (18S, 5.8S, and 25–28S) are found in nucleolus organizer regions (NORs), comprised of hundreds to thousands of repeats, only some of which are expressed in any given cell. An epigenetic switch, mediated by DNA methylation and histone modification, turns rRNA genes on and off. However, little is known about the mechanisms that specify and maintain the patterns of NOR DNA methylation.
Here, we explored the extent of naturally-occurring variation in NOR DNA methylation among accessions of the flowering plant Arabidopsis thaliana. DNA methylation in coding regions of rRNA genes was positively correlated with copy number of 45S rRNA gene and DNA methylation in the intergenic spacer regions. We investigated the inheritance of NOR DNA methylation patterns in natural accessions with hypomethylated NORs in inter-strain crosses and defined three different categories of inheritance in F1 hybrids. In addition, subsequent analysis of F2 segregation for NOR DNA methylation patterns uncovered different patterns of inheritance. We also revealed that NOR DNA methylation in the Arabidopsis accession Bor-4 is influenced by the vim1-1 (variant in methylation 1-1) mutation, but the primary effect is specified by the NORs themselves.
Our results indicate that the NORs themselves are the most significant determinants of natural variation in NOR DNA methylation. However, the inheritance of NOR DNA methylation suggests the operation of a diverse set of mechanisms, including inheritance of parental methylation patterns, reconfiguration of parental NOR DNA methylation, and the involvement of trans-acting modifiers.
DNA methylation is an important mechanism for establishing stable heritable epigenetic marks that modify the information content of the underlying genetic sequence . In plants and vertebrates, DNA methylation is important for gene regulation, genomic imprinting, heterochromatin assembly, and protection of the genome against migrating transposable elements [2, 3]. Both forward and reverse genetic approaches have identified important components of DNA methylation systems in eukaryotes, including cytosine-DNA-methyltransferases (DNMTs) and chromatin modification enzymes [2, 4, 5]. In addition to conventional genetic approaches, research based on the analysis of natural genetic variation has increased dramatically in recent years [6–9]. In the flowering plant, Arabidopsis thaliana, this approach has relied on an expanding catalog of natural accessions collected from around the world [10, 11]. The analysis of genetic variation among Arabidopsis accessions has identified components important for various aspects of the plant's biology, including the circadian clock , flowering time [13–15], pathogen resistance , and uncovered natural variation for drought responses  and freezing tolerance . Natural accessions also provide a potential source of natural epigenetic variation. For example, meiotically transmissible epialleles of a novel non-LTR retroposon family (Sadhu) were identified through mining of naturally-occurring epigenetic alleles in Arabidopsis . Exploring Arabidopsis accessions also revealed that DNA methylation within the coding sequences of genes is highly polymorphic among Arabidopsis natural accessions and that these polymorphisms in genic methylation behave as heritable variation in inter-strain crosses .
Nucleolus organizer regions (NORs) are composed of several hundred copies of tandemly-arrayed ribosomal RNA (rRNA) genes encoding the 45S precursor transcript for the three largest ribosomal RNAs (18S, 5.8S and 25S-28S rRNAs (the size is species-dependent)). In Arabidopsis, rRNA genes are clustered in two NORs, NOR2 and NOR4, each of which is composed of the hundreds of rRNA genes arranged head-to-tail in an uninterrupted array . rRNA transcription is a massive energy-consuming process, necessitating tight and economic regulatory mechanisms for rRNA transcription [22, 23]. One of the mechanisms that regulate rRNA transcription is the control of the number of rRNA genes in the on or off state. Several lines of evidence implicate an epigenetic switch in rRNA gene promoter DNA methylation and histone modification [24, 25]. However, our understanding of the mechanisms that specify and maintain the patterns of DNA methylation in NORs remain incomplete.
In this study, we explored the extent of variation in DNA methylation in Arabidopsis natural accessions by focusing on the methylation of the major rRNA gene repeats at the two NORs. We extended our previous studies  on natural variation of DNA methylation in the coding regions (CR) of rRNA genes and the correlation between CR DNA methylation and rRNA gene copy number. Furthermore, we investigated DNA methylation of the intergenic sequences (IGS) in natural accessions. Our results indicate that there is a positive but imperfect correlation between CR and IGS DNA methylation, suggesting the existence of independent as well as common regulatory mechanisms controlling DNA methylation in these two different regions of the 45S rRNA gene repeats. We also defined new modes of the inheritance of NOR DNA methylation involving the reconfiguration of parental NOR DNA methylation in hybrids and the action of trans-acting modifiers.
Natural variation in DNA methylation of major rRNA gene repeats in Arabidopsis
Even in natural accessions with similar CR DNA methylation indices, DNA methylation appears to be differentially distributed along the rRNA gene repeat. For instance, Goettingen-7 and Col had comparable CR DNA methylation indices (69.9% and 69.8%, respectively) [see Additional File 2], yet Goettingen-7 displayed an enriched hybridization signal from restriction fragments of intermediate size, while most of the signal in Col corresponded to unmethylated or highly methylated restriction fragments (Fig. 1B). These differences cannot be easily explained by nucleotide sequence polymorphisms among the accessions because rRNA coding sequences are highly conserved within plant species [29, 30]. Moreover, in light of this conservation, the distinct patterns of CR DNA methylation suggest that the variation in DNA methylation has a significant epigenetic component.
Detailed DNA methylation patterns for natural accessions with hypermethylated or hypomethylated NORs
We were concerned that our reliance on HpaII digestion in the DNA blot analysis described above might create a bias against heavily methylated rRNA gene repeats due to the limited mobility of larger genomic DNA fragments in agarose gels and the potential for uneven hybridization. To verify our HpaII digestion results, we performed DNA gel blot analyses after digesting genomic DNA with HpaII and EcoRI. As two EcoRI sites are located at each end of the CR hybridization probe (Fig. 1A), simultaneous digestion of HpaII+EcoRI will give information on DNA methylation within the 3.7 kb coding region of rRNA gene repeats (containing 32 HpaII sites) without interference from flanking regions and the concern about gel blot hybridization artifacts. For this analysis, we chose 29 natural accessions including 10 strains with high CR DNA methylation indices (>65%) and 16 strains with low CR DNA methylation indices (<30%). Additional File 3A shows a representative genomic DNA blot analysis using HpaII+EcoRI digestion. CR DNA methylation indices based on HpaII and HpaII+EcoRI demonstrated a strong positive correlation (linear correlation coefficient, R = 0.99) [see Additional File 3B]. This finding supports the use of HpaII digestion as an accurate representation of NOR DNA methylation.
To quantify CR DNA methylation in more detail we measured the relative hybridization signal intensity from unmethylated fragments (fraction a), a single band corresponding to the undigested 3.7 kb fragments (fraction c), and fragments migrating at positions intermediate (fraction b) between the fully methylated and unmethylated fragments. Most examined hypermethylated (>65% methylation index) accessions displayed a common pattern of CR DNA methylation: the weakest hybridization signal originated from the unmethylated fragments (fraction a), the strongest signal from the fully methylated fragments (fraction c), and a moderate signal from partially methylated fragments (fraction b) [see Additional File 4A]. However, two natural accessions with high CR DNA methylation indices demonstrated distinct CR DNA methylation patterns relative to the common pattern observed in other hypermethylated accessions. Ler-1 showed a similar signal intensity from unmethylated fragments (fraction a, 27%) and partially methylated fragments (fraction b, 28%). In contrast, C24 showed a relatively lower signal from the fully methylated fragment (fraction c, 39%) and a similar signal intensity from fractions b (38%) and c [see Additional File 4B].
In the case of strains with hypomethylated rRNA genes, all 16 accessions (<30% methylation index) displayed the most intense signals from unmethylated fragments (fraction a, 71–94%) [see Additional File 4C–E]. Four natural accessions with CR DNA methylation indices of ~30% showed two qualitatively different DNA methylation patterns. In one group comprised of accessions KZ9 and Spr1-6, the relative hybridization intensity of fractions b and c were similar, while the second group, containing Ts-5 and Zdr-6, showed a relatively high hybridization signal in fraction b and almost no signal from fraction c [see Additional File 4D, E]. These results indicate that there is significant natural variation not only in total CR DNA methylation but also in qualitative rRNA gene methylation patterns among Arabidopsis natural accessions.
rRNA gene copy number contributes to CR DNA methylation in Arabidopsis natural accessions
Natural variation of DNA methylation in the IGS of 45S rRNA genes
Figure 3B shows a positive correlation between DNA methylation in the CR and IGS, suggesting that common mechanisms regulate DNA methylation in the CR and IGS of the 45S rRNA gene repeats. However, the divergence of DNA methylation in the two regions of the rRNA genes in some accessions indicates that the relationship between DNA methylation in these two regions is more complex. For example, some natural accessions (Bay-0, C24, CS22568, Goettingen-22, Lov-1, and Ts-1) displayed significant differences (>30%) between DNA methylation in the CR and IGS [see Additional File 2]. Viewed from another perspective, there are natural accessions which had similar IGS DNA methylation but extremely different CR DNA methylation [see Additional File 2]. For instance, Bay-0 and C24 had IGS DNA methylation indices of 38.9% and 39.1%, but CR DNA methylation indices of 8.1% and 75.1%, respectively. KZ1 and Lov-1 displayed the opposite pattern; KZ1 and Lov-1 had CR DNA methylation indices of 72.4% and 74.5%, but had IGS DNA methylation indices of 92.3% and 41.2%, respectively. The patterns of CR and IGS DNA methylation among Arabidopsis natural accessions suggest that IGS and CR DNA methylation might be coordinated in a general sense, but there also are independent regulatory mechanisms that affect DNA methylation in these two different regions of the 45S rRNA gene repeats.
Genetic analyses of hybrids between Col and accessions with hypomethylated NORs
Inheritance of NOR DNA methylation in F1 hybrids
CR DNA methylation index (%)
Relative rRNA gene copy number
CR DNA methylation index in F1 hybrids with Col
55.3 ± 1.3 (n = 7)
36.9 ± 1.5 (n = 10)
46.9 ± 4.1 (n = 5)
43.5 ± 1.5 (n = 6)
41.0 ± 2.2 (n = 5)
49.9 ± 2.6 (n = 6)
46.7 ± 3.8 (n = 5)
41.8 ± 3.7 (n = 5)
37.8 ± 1.4 (n = 6)
43.4 ± 1.2 (n = 6)
40.6 ± 1.0 (n = 6)
39.0 ± 1.1 (n = 5)
68.9 ± 0.9 (n = 4)
60.0 ± 1.1 (n = 5)
61.6 ± 0.9 (n = 5)
57.0 ± 1.4 (n = 6)
NOR DNA methylation in the Bor-4 accession is determined by two different mechanisms
To weigh the contribution of VIM1 genotype on differential NOR DNA methylation in Bor-4, we examined CR DNA methylation in F1 hybrids between Bor-4 and Col, as well as F2 progeny. It is important to note that vim1 null mutations behave as recessive alleles relative to the functional wild-type Col VIM1 allele . As shown in Table 1, Bor-4 belongs to group I: the average CR DNA methylation levels in Bor-4 × Col F1 individuals were intermediate between the two parental values. We measured CR DNA methylation content in Bor-4 × Col F2 individuals and determined the genotypes of each NOR. We found that CR DNA methylation levels were determined primarily by the additive effect of NOR2 and NOR4 (Fig. 5B), a pattern very similar to that observed in the group I Zdr-1 × Col F2 family shown in Figure 4A. Nonetheless, among individuals with the same genotypes for both NORs, individuals homozygous for the vim1-1 mutation had lower CR DNA methylation than those carrying a VIM1 allele (Fig. 5B). Our data demonstrate that CR DNA methylation in Bor-4 is mainly determined by the genotype or epigenotype at the NORs, but is modified by trans-acting genetic variation (i.e., the vim1-1 mutation).
In this study, we examined natural variation in NOR DNA methylation in 88 A. thaliana natural accessions. We extended our previous observations regarding the presence of significant natural variation in CR DNA methylation and the positive correlation between CR DNA methylation and rRNA gene copy number. Furthermore, our survey revealed natural variation in DNA methylation of the IGS region containing the transcriptional control elements of the 45S rRNA genes. The partial independence of CR and IGS DNA methylation suggests that independent regulatory mechanisms influence DNA methylation in two different regions of the 45S rRNA gene repeats. We also uncovered a range of mechanisms controlling the inheritance of NOR DNA methylation, including epigenetic inheritance of parental methylation patterns, reconfiguration of parental NOR DNA methylation in hybrids, and the involvement of trans-acting modifiers.
Arabidopsis shows substantial natural variation in NOR DNA methylation
The molecular mechanisms involved in executing, regulating and interpreting epigenetic control of 45S rRNA gene transcription have been the subject of investigation in both animals [33–35] and plants [36, 37]. In light of the growing body of evidence that DNA methylation plays an important role in epigenetic regulation of rRNA gene expression, our discovery of significant naturally-occurring variation in NOR DNA methylation in Arabidopsis is surprising. Our initial study of natural variation of NOR DNA methylation in Arabidopsis focused on a small number of accessions , but here we extended our investigation to 88 Arabidopsis natural accessions to evaluate the degree of natural variation in NOR DNA methylation (Fig. 1C, Additional File 2). While the upper range of CR methylation was similar to the values observed in our previous study, we found a number of accessions (Bay-0; 8.1 ± 0.8%, Kin-0; 9.3 ± 0.6%, and Zdr-1, 9.3 ± 0.2%) with extremely low CR DNA methylation indices that approached the index in Col ddm1-2 mutant plants (5.8 ± 0.9%). We note that the severe hypomethylation found in these strains is NOR-specific and other repetitive regions of the genome (e.g., 180-bp centromere repeats, 5S rRNA genes, Athila transposons) are methylated to a level similar to other accessions.
In addition to measuring total CR DNA methylation among Arabidopsis natural accessions, the combination of HpaII and EcoRI digestion permitted a more detailed assessment of methylation patterns within the rRNA coding sequence. Specifically, HpaII+EcoRI digestion provided a quantitative way to measure the portion of unmethylated (fraction a), partially methylated (fraction b), and fully methylated rRNA gene repeats (fraction c). The partitioning of hybridization signal among the three fractions defined general patterns, but some accessions deviated from the consensus patterns revealing that natural variation also exists for qualitative differences in DNA methylation distribution [see Additional File 4],
Our results indicate that rRNA gene copy number is a major predictor of NOR DNA methylation among Arabidopsis natural accessions (Fig. 2). Although the mechanistic basis of the association between these two parameters is not understood, excess rRNA genes might be transcriptionally silenced in association with increased DNA methylation. However, rRNA gene copy number does not fully account for all of the natural variation in NOR DNA methylation because strains with similar rRNA gene copy number can have dramatically different rRNA gene methylation levels; other factors must underlie the variation in CR DNA methylation.
Inheritance of NOR DNA methylation
We investigated the inheritance of NOR DNA methylation by examining CR DNA methylation levels in F1 individuals generated by crosses between Col and 16 low CR DNA methylation accessions. The low CR DNA methylation accessions were divided into three different groups based on CR DNA methylation indices in F1 hybrids: intermediate between the two parental values (group I), versus significantly lower (group II) or higher (group III) CR DNA methylation than the weighted mid-parental value (Table 1). The prevalence of group I strains suggests that faithful epigenetic inheritance of parental DNA methylation is the norm, but reconfiguration of NOR DNA methylation patterns is not uncommon – represented by groups II and III. There are several explanations for reconfigured NOR DNA methylation in F1 hybrids of groups II and III, including interaction among the differentially methylated NORs. For example, the juxtaposition of a lightly methylated NOR with a more heavily methylated NOR could trigger loss or gain of DNA methylation from the rRNA gene arrays. Another possibility is that trans-acting modifiers act in a dominant fashion to reconfigure NOR methylation in the F1 generation. A third possibility is that the loss or gain of NOR DNA methylation in F1 hybrids is due to a change in copy number of rRNA genes in the hybrids, especially F1 plants resulting from group II crosses. It is noteworthy that the two accessions in group II have much smaller copy numbers of rRNA genes than the Col strain. The lower than expected levels of NOR DNA methylation in group II F1 hybrids (and the Ga-0 × Col F2 progeny) could be explained by the loss of heavily methylated rRNA gene repeats from the Col NORs. However, the nature of the triggers for reconfiguring parental NOR DNA methylation must be more complex considering that the Bay-0 × Col cross does not behave as predicted. In this case, bringing together small, lightly methylated NORs from Bay-0 with larger, heavily methylated NORs from Col results in more NOR DNA methylation in the F1 generation than expected.
We further investigated the mechanisms controlling the inheritance of CR DNA methylation in F2 populations. A Zdr-1 × Col F2 population demonstrated an additive effect of NOR2 and NOR4 on overall CR DNA methylation levels, consistent with the epigenetic inheritance of parental methylation patterns in group I accessions. The results of F2 segregation were more complex in the group II and group III crosses. For example, in the group III Bay-0 × Col F2 population, a major determinant of CR DNA methylation is the Col-derived NOR2, which influences DNA methylation on the Bay-0-derived NOR4. Our genetic analyses suggest that the epigenetic inheritance of NOR DNA methylation in inter-strain crosses is regulated by different mechanisms, including epigenetic inheritance of parental NOR DNA methylation patterns, crosstalk between NORs from different natural accessions, and/or the action of trans-acting modifiers. The relative contribution of these mechanisms differs dependent on which strains are hybridized.
Mechanisms regulating NOR DNA methylation in Bor-4
Previous quantitative trait locus (QTL) analyses of NOR DNA methylation using Ler/Cvi recombinant inbred lines revealed three additional trans-acting QTLs located on chromosomes 1, 3, and 5, as well as two major QTLs which directly map on the target loci, NOR2 and NOR4 [26, 30]. The identities of the genetic loci corresponding to these trans-acting QTLs are not known, but the VIM1 gene falls within the window defined by the QTL on chromosome 1. The Bor-4 accession contains the naturally-occurring vim1-1 loss-of-function allele; therefore, we used the Bor-4 strain to examine whether VIM1 could be a trans-acting modifier of NOR DNA methylation. While NOR DNA methylation in the Bor-4 × Col cross is determined primarily by the additive effects of the parental NORs, the transgenic and genetic segregation analyses shown in Figure 5 indicated that the vim1-1 mutation plays a significant role in specifying overall CR DNA methylation levels. This observation supports the possibility that VIM1 is responsible for the NOR DNA methylation QTL on chromosome 1.
To address the genetic basis of NOR DNA methylation control and discern the factors that shape natural variation in NOR DNA methylation, we investigated the extent of natural variation in NOR DNA methylation in Arabidopsis natural accessions and the inheritance of parental NOR DNA methylation in inter-strain crosses. CR DNA methylation was positively correlated with copy number of 45S rRNA gene and IGS DNA methylation. Our results suggest that the NORs themselves are important determinants of natural variation in rRNA gene methylation and that the inheritance of NOR DNA methylation is controlled by a range of mechanisms, including epigenetic inheritance of parental methylation patterns, reconfiguration of parental NOR DNA methylation, and the involvement of trans-acting modifiers such as VIM1.
Seed for A. thaliana accessions collected by Nordborg et al.  were obtained from the Arabidopsis Biological Resource Center (ABRC) at The Ohio State University. The ABRC stock numbers are given in Additional File 2. Plants were grown in a growth chamber at 22°C under 16 hr of light, followed by 8 hr of darkness.
DNA gel blot analysis
Leaf tissues from multiple individual plants were collected for preparing genomic DNA from at least three biological replications. Genomic DNA was digested with HpaII or HpaII+EcoRI according to the manufacturer's (New England Biolabs, USA) instructions. Radiolabeled probes were generated by random priming, and blots were prepared and hybridized using standard methods. The following hybridization probes were generated from purified cloned inserts: a 3.7 kb EcoRI fragment containing the 5.8S and 25S rRNA gene from plasmid pARR17  and a 1.7 kb EcoRI fragment from IGS clone, pAt4 [26, 37]. CR and IGS DNA methylation levels were determined from phosphorimager (Bio-Rad, USA) files using Quantity One™ (Bio-Rad, USA) software.
rRNA gene copy number
45S rRNA gene copy number was determined by DNA gel blot analysis. Genomic DNA from each accession was digested with EcoRI (New England Biolabs, USA). The blots were hybridized with a single-copy probe containing DDM1 and subsequently hybridized with the CR probe. The hybridization signals were quantified using phosphorimager analysis (Bio-Rad, USA), and the ratios between the rRNA genes signal and single-copy signal were calculated and then normalized to the ratio for Col.
F1 and F2 analysis
Since the direction of the cross does not have a significant effect on CR DNA methylation (data not shown; ), we used Col as a paternal parent and the low CR methylation accessions as maternal parents for the inter-strain crosses. At least four F1 individuals for each cross and three F2 individuals per each NOR2-NOR4 genotype combination were assayed for the CR DNA methylation indices using DNA gel blot analysis, as described in the previous section. F2 individuals were genotyped for one marker close to NOR2, F10A8-12, and one marker close to NOR4, F6N15-34. For the Bor-4 × Col F2 analysis, F2 individuals were also genotyped for VIM1 using VIM1-A and VIM1-B primers. Primer sequences for these markers are listed in Additional File 6.
Construction of plant expression vectors and generation of transgenic plants
The transgenic lines used in this study were constructed as previously described . The 5.5-kb Col genomic DNA fragment containing the whole predicted ORF of VIM1 with 2.0 kb of the promoter region and a full-length Col VIM1 cDNA clone were cloned into pENTR-D TOPO (Invitrogen, USA), and the resulting VIM inserts were recombined into pEarlyGate302 (for the genomic fragment) and pEarlyGate104 (for the cDNA fragment)  using Gateway technology (Invitrogen, USA). These constructs were transformed into Agrobacterium tumefaciens (LBA4404) and were introduced into Bor-4 vim1-1 plants by in planta transformation .
nucleolus organizer region
coding region of the 5.8S and 25S rRNA genes
intergenic spacer region of the rRNA genes
quantitative trait locus.
We thank Travis Dittmer for comments on the manuscript and Robert Carrasquillo and Eun-Jeong Kim for technical assistance. The work was supported by grants to EJR from the National Science Foundation (MCB-0321990 and MCB-0548597). We are grateful to the Arabidopsis Biological Resource Center (ABRC) at The Ohio State University for supplying seed stocks.
- Jaenisch R, Bird A: Epigenetic regulation of gene expression: how the genome integrates intrinsic and environmental signals. Nat Genet. 2003, 33 (Suppl): 245-254. 10.1038/ng1089.PubMedView ArticleGoogle Scholar
- Goll MG, Bestor TH: Eukaryotic cytosine methyltransferases. Annu Rev Biochem. 2005, 74: 481-514. 10.1146/annurev.biochem.74.010904.153721.PubMedView ArticleGoogle Scholar
- Klose RJ, Bird AP: Genomic DNA methylation: the mark and its mediators. Trends Biochem Sci. 2006, 31: 89-97. 10.1016/j.tibs.2005.12.008.PubMedView ArticleGoogle Scholar
- Chan SW, Henderson IR, Jacobsen SE: Gardening the genome: DNA methylation in Arabidopsis thaliana. Nat Rev Genet. 2005, 6: 351-360. 10.1038/nrg1601.PubMedView ArticleGoogle Scholar
- Rangwala SH, Richards EJ: The value-added genome: building and maintaining genomic cytosine methylation landscapes. Curr Opin Genet Dev. 2004, 14: 686-691. 10.1016/j.gde.2004.09.009.PubMedView ArticleGoogle Scholar
- Barriere A, Felix MA: Natural variation and population genetics of Caenorhabditis elegans. WormBook. 2005, 1-19.Google Scholar
- Mackay TF: The genetic architecture of quantitative traits: lessons from Drosophila. Curr Opin Genet Dev. 2004, 14: 253-257. 10.1016/j.gde.2004.04.003.PubMedView ArticleGoogle Scholar
- Mitchell-Olds T, Schmitt J: Genetic mechanisms and evolutionary significance of natural variation in Arabidopsis. Nature. 2006, 441: 947-952. 10.1038/nature04878.PubMedView ArticleGoogle Scholar
- Shindo C, Bernasconi G, Hardtke CS: Natural genetic variation in Arabidopsis: tools, traits and prospects for evolutionary ecology. Ann Bot (Lond). 2007, 99: 1043-1054. 10.1093/aob/mcl281.View ArticleGoogle Scholar
- Alonso-Blanco C, Koornneef M: Naturally occurring variation in Arabidopsis: an underexploited resource for plant genetics. Trends Plant Sci. 2000, 5: 22-29. 10.1016/S1360-1385(99)01510-1.PubMedView ArticleGoogle Scholar
- Koornneef M, Alonso-Blanco C, Vreugdenhil D: Naturally occurring genetic variation in Arabidopsis thaliana. Annu Rev Plant Biol. 2004, 55: 141-172. 10.1146/annurev.arplant.55.031903.141605.PubMedView ArticleGoogle Scholar
- Edwards KD, Lynn JR, Gyula P, Nagy F, Millar AJ: Natural allelic variation in the temperature-compensation mechanisms of the Arabidopsis thaliana circadian clock. Genetics. 2005, 170: 387-400. 10.1534/genetics.104.035238.PubMedPubMed CentralView ArticleGoogle Scholar
- Balasubramanian S, Sureshkumar S, Agrawal M, Michael TP, Wessinger C, Maloof JN, Clark R, Warthmann N, Chory J, Weigel D: The PHYTOCHROME C photoreceptor gene mediates natural variation in flowering and growth responses of Arabidopsis thaliana. Nat Genet. 2006, 38: 711-715. 10.1038/ng1818.PubMedPubMed CentralView ArticleGoogle Scholar
- El-Din El-Assal S, Alonso-Blanco C, Peeters AJ, Raz V, Koornneef M: A QTL for flowering time in Arabidopsis reveals a novel allele of CRY2. Nat Genet. 2001, 29: 435-440. 10.1038/ng767.PubMedView ArticleGoogle Scholar
- Werner JD, Borevitz JO, Uhlenhaut NH, Ecker JR, Chory J, Weigel D: FRIGIDA-independent variation in flowering time of natural Arabidopsis thaliana accessions. Genetics. 2005, 170: 1197-1207. 10.1534/genetics.104.036533.PubMedPubMed CentralView ArticleGoogle Scholar
- Perchepied L, Kroj T, Tronchet M, Loudet O, Roby D: Natural variation in partial resistance to Pseudomonas syringae is controlled by two major QTLs in Arabidopsis thaliana. PLoS ONE. 2006, 1: e123-10.1371/journal.pone.0000123.PubMedPubMed CentralView ArticleGoogle Scholar
- Bouchabke O, Chang F, Simon M, Voisin R, Pelletier G, Durand-Tardif M: Natural variation in Arabidopsis thaliana as a tool for highlighting differential drought responses. PLoS ONE. 2008, 3: e1705-10.1371/journal.pone.0001705.PubMedPubMed CentralView ArticleGoogle Scholar
- Zhen Y, Ungerer MC: Clinal variation in freezing tolerance among natural accessions of Arabidopsis thaliana. New Phytol. 2008, 177: 419-427.PubMedGoogle Scholar
- Rangwala SH, Elumalai R, Vanier C, Ozkan H, Galbraith DW, Richards EJ: Meiotically stable natural epialleles of Sadhu, a novel Arabidopsis retroposon. PLoS Genet. 2006, 2: e36-10.1371/journal.pgen.0020036.PubMedPubMed CentralView ArticleGoogle Scholar
- Vaughn MW, Tanurd Ic M, Lippman Z, Jiang H, Carrasquillo R, Rabinowicz PD, Dedhia N, McCombie WR, Agier N, Bulski A, Colot V, Doerge RW, Martienssen RA: Epigenetic Natural Variation in Arabidopsis thaliana. PLoS Biol. 2007, 5: e174-10.1371/journal.pbio.0050174.PubMedPubMed CentralView ArticleGoogle Scholar
- Copenhaver GP, Pikaard CS: Two-dimensional RFLP analyses reveal megabase-sized clusters of rRNA gene variants in Arabidopsis thaliana, suggesting local spreading of variants as the mode for gene homogenization during concerted evolution. Plant J. 1996, 9: 273-282. 10.1046/j.1365-313X.1996.09020273.x.PubMedView ArticleGoogle Scholar
- Grummt I, Pikaard CS: Epigenetic silencing of RNA polymerase I transcription. Nat Rev Mol Cell Biol. 2003, 4: 641-649. 10.1038/nrm1171.PubMedView ArticleGoogle Scholar
- Moss T, Langlois F, Gagnon-Kugler T, Stefanovsky V: A housekeeper with power of attorney: the rRNA genes in ribosome biogenesis. Cell Mol Life Sci. 2007, 64: 29-49. 10.1007/s00018-006-6278-1.PubMedView ArticleGoogle Scholar
- Grummt I: Different epigenetic layers engage in complex crosstalk to define the epigenetic state of mammalian rRNA genes. Hum Mol Genet. 2007, 16 (Spec No 1): R21-27. 10.1093/hmg/ddm020.PubMedView ArticleGoogle Scholar
- Lawrence RJ, Pikaard CS: Chromatin turn ons and turn offs of ribosomal RNA genes. Cell Cycle. 2004, 3: 880-883.PubMedView ArticleGoogle Scholar
- Riddle NC, Richards EJ: The control of natural variation in cytosine methylation in Arabidopsis. Genetics. 2002, 162: 355-363.PubMedPubMed CentralGoogle Scholar
- Nordborg M, Hu TT, Ishino Y, Jhaveri J, Toomajian C, Zheng H, Bakker E, Calabrese P, Gladstone J, Goyal R, Jakobsson M, Kim S, Morozov Y, Padhukasahasram B, Plagnol V, Rosenberg NA, Shah C, Wall JD, Wang J, Zhao K, Kalbfleisch T, Schulz V, Kreitman M, Bergelson J: The pattern of polymorphism in Arabidopsis thaliana. PLoS Biol. 2005, 3: e196-10.1371/journal.pbio.0030196.PubMedPubMed CentralView ArticleGoogle Scholar
- Vongs A, Kakutani T, Martienssen RA, Richards EJ: Arabidopsis thaliana DNA methylation mutants. Science. 1993, 260: 1926-1928. 10.1126/science.8316832.PubMedView ArticleGoogle Scholar
- Kuzoff RK, Sweere JA, Soltis DE, Soltis PS, Zimmer EA: The phylogenetic potential of entire 26S rDNA sequences in plants. Mol Biol Evol. 1998, 15: 251-263.PubMedView ArticleGoogle Scholar
- Lewis MS, Cheverud JM, Pikaard CS: Evidence for nucleolus organizer regions as the units of regulation in nucleolar dominance in Arabidopsis thaliana interecotype hybrids. Genetics. 2004, 167: 931-939. 10.1534/genetics.103.026203.PubMedPubMed CentralView ArticleGoogle Scholar
- Riddle NC, Richards EJ: Genetic variation in epigenetic inheritance of ribosomal RNA gene methylation in Arabidopsis. Plant J. 2005, 41: 524-532. 10.1111/j.1365-313X.2004.02317.x.PubMedView ArticleGoogle Scholar
- Woo HR, Pontes O, Pikaard CS, Richards EJ: VIM1, a methylcytosine-binding protein required for centromeric heterochromatinization. Genes Dev. 2007, 21: 267-277. 10.1101/gad.1512007.PubMedPubMed CentralView ArticleGoogle Scholar
- Espada J, Ballestar E, Santoro R, Fraga MF, Villar-Garea A, Nemeth A, Lopez-Serra L, Ropero S, Aranda A, Orozco H, Moreno V, Juarranz A, Stockert JC, Langst G, Grummt I, Bickmore W, Esteller M: Epigenetic disruption of ribosomal RNA genes and nucleolar architecture in DNA methyltransferase 1 (Dnmt1) deficient cells. Nucleic Acids Res. 2007, 35: 2191-2198. 10.1093/nar/gkm118.PubMedPubMed CentralView ArticleGoogle Scholar
- Ghoshal K, Majumder S, Datta J, Motiwala T, Bai S, Sharma SM, Frankel W, Jacob ST: Role of human ribosomal RNA (rRNA) promoter methylation and of methyl-CpG-binding protein MBD2 in the suppression of rRNA gene expression. J Biol Chem. 2004, 279: 6783-6793. 10.1074/jbc.M309393200.PubMedPubMed CentralView ArticleGoogle Scholar
- Santoro R, Grummt I: Molecular mechanisms mediating methylation-dependent silencing of ribosomal gene transcription. Mol Cell. 2001, 8: 719-725. 10.1016/S1097-2765(01)00317-3.PubMedView ArticleGoogle Scholar
- Earley K, Lawrence RJ, Pontes O, Reuther R, Enciso AJ, Silva M, Neves N, Gross M, Viegas W, Pikaard CS: Erasure of histone acetylation by Arabidopsis HDA6 mediates large-scale gene silencing in nucleolar dominance. Genes Dev. 2006, 20: 1283-1293. 10.1101/gad.1417706.PubMedPubMed CentralView ArticleGoogle Scholar
- Lawrence RJ, Earley K, Pontes O, Silva M, Chen ZJ, Neves N, Viegas W, Pikaard CS: A concerted DNA methylation/histone methylation switch regulates rRNA gene dosage control and nucleolar dominance. Mol Cell. 2004, 13: 599-609. 10.1016/S1097-2765(04)00064-4.PubMedView ArticleGoogle Scholar
- Earley KW, Haag JR, Pontes O, Opper K, Juehne T, Song K, Pikaard CS: Gateway-compatible vectors for plant functional genomics and proteomics. Plant J. 2006, 45: 616-629. 10.1111/j.1365-313X.2005.02617.x.PubMedView ArticleGoogle Scholar
- Bechtold N, Pelletier G: In planta Agrobacterium-mediated transformation of adult Arabidopsis thaliana plants by vacuum infiltration. Methods Mol Biol. 1998, 82: 259-266.PubMedGoogle Scholar