Genome-wide DNA methylation landscape and its association with the transcriptome reprogramming in potato in response to Phytophthora infestans infection

A large-scale behavior of allelic dropout and imbalance caused by DNA methylation changes in an early-ripening bud sport of peach.

Reconstructing Denisovan Anatomy Using DNA Methylation Maps.

Genetic Control of Individual Differences in Gene-Specific Methylation in Human Brain

The adaptive capacity of long-lived organisms such as trees to the predicted climate changes, including severe and successive drought episodes, will depend on the presence of genetic diversity and phenotypic plasticity. Here, the involvement of epigenetic mechanisms in phenotypic plasticity toward soil water availability was examined in Populus×euramericana. This work aimed at characterizing (i) the transcriptome plasticity, (ii) the genome-wide plasticity of DNA methylation, and (iii) the function of genes affected by a drought-rewatering cycle in the shoot apical meristem. Using microarray chips, differentially expressed genes (DEGs) and differentially methylated regions (DMRs) were identified for each water regime. The rewatering condition was associated with the highest variations of both gene expression and DNA methylation. Changes in methylation were observed particularly in the body of expressed genes and to a lesser extent in transposable elements. Together, DEGs and DMRs were significantly enriched in genes related to phytohormone metabolism or signaling pathways. Altogether, shoot apical meristem responses to changes in water availability involved coordinated variations in DNA methylation, as well as in gene expression, with a specific targeting of genes involved in hormone pathways, a factor that may enable phenotypic plasticity.

Exposure of the preimplantation bovine embryo to choline programs development to alter postnatal phenotype. To understand potential mechanisms, actions of choline on gene expression and DNA methylation of the bovine blastocyst were characterized. Embryos produced in vitro were cultured for 7days with either 1.8mM choline chloride or vehicle and RNA was extracted to assess gene expression. Using an adjusted p value of 0.05, the total number of differentially expressed genes (DEG) was 263 with 208 downregulated by choline. Analysis of gene ontologies of differentially expressed genes indicated choline causes reduced protein synthesis. DNA methylation was determined using whole genome enzymatic methyl sequencing. A total of 7983 differentially methylated regions (DMR) were identified, with 6174 hypermethylated (choline>vehicle) and 1809 hypomethylated. Thus, as expected given its role as a methyl donor, the major action of choline was to promote methylation. The correlation coefficient between DNA methylation percent in promoters and gene expression was -0.18 for both vehicle and choline groups. Comparison of a DNA methylation data set of blood cells from heifers derived from choline- or vehicle-treated embryos identified 26 overlapping DMR for the blastocyst and blood datasets. Twelve of these DMR exhibited a consistent trend of hypermethylation in both heifer blood cells and blastocysts, whereas two DMR consistently showed a trend toward hypomethylation. It was concluded that choline alters blastocyst gene expression in a manner consistent with reduced protein synthesis and causes small changes in DNA methylation. Moreover, a small number of DMR are retained into the postnatal period.

Natural plant populations often harbour substantial heritable variation in DNA methylation. However, a thorough understanding of the genetic and environmental drivers of this epigenetic variation requires large-scale and high-resolution data, which currently exist only for a few model species. Here, we studied 207 lines of the annual weed Thlaspi arvense (field pennycress), collected across a large latitudinal gradient in Europe and propagated in a common environment. By screening for variation in DNA sequence and DNA methylation using whole-genome (bisulfite) sequencing, we found significant epigenetic population structure across Europe. Average levels of DNA methylation were strongly context-dependent, with highest DNA methylation in CG context, particularly in transposable elements and in intergenic regions. Residual DNA methylation variation within all contexts was associated with genetic variants, which often co-localized with annotated methylation machinery genes but also with new candidates. Variation in DNA methylation was also significantly associated with climate of origin, with methylation levels being lower in colder regions and in more variable climates. Finally, we used variance decomposition to assess genetic versus environmental associations with differentially methylated regions (DMRs). We found that while genetic variation was generally the strongest predictor of DMRs, the strength of environmental associations increased from CG to CHG and CHH, with climate-of-origin as the strongest predictor in about one third of the CHH DMRs. In summary, our data show that natural epigenetic variation in Thlaspi arvense is significantly associated with both DNA sequence and environment of origin, and that the relative importance of the two factors strongly depends on the sequence context of DNA methylation. T. arvense is an emerging biofuel and winter cover crop; our results may hence be relevant for breeding efforts and agricultural practices in the context of rapidly changing environmental conditions.

Natural plant populations often harbour substantial heritable variation in DNA methylation. However, a thorough understanding of the genetic and environmental drivers of this epigenetic variation requires large-scale and high-resolution data, which currently exist only for a few model species. Here, we studied 207 lines of the annual weed Thlaspi arvense (field pennycress), collected across a large latitudinal gradient in Europe and propagated in a common environment. By screening for variation in DNA sequence and DNA methylation using whole-genome (bisulfite) sequencing, we found significant epigenetic population structure across Europe. Average levels of DNA methylation were strongly context-dependent, with highest DNA methylation in CG context, particularly in transposable elements and in intergenic regions. Residual DNA methylation variation within all contexts was associated with genetic variants, which often co-localized with annotated methylation machinery genes but also with new candidates. Variation in DNA methylation was also significantly associated with climate of origin, with methylation levels being lower in colder regions and in more variable climates. Finally, we used variance decomposition to assess genetic versus environmental associations with differentially methylated regions (DMRs). We found that while genetic variation was generally the strongest predictor of DMRs, the strength of environmental associations increased from CG to CHG and CHH, with climate-of-origin as the strongest predictor in about one third of the CHH DMRs. In summary, our data show that natural epigenetic variation in Thlaspi arvense is significantly associated with both DNA sequence and environment of origin, and that the relative importance of the two factors strongly depends on the sequence context of DNA methylation. T. arvense is an emerging biofuel and winter cover crop; our results may hence be relevant for breeding efforts and agricultural practices in the context of rapidly changing environmental conditions.

ABSTRACTFrost injury in potato can involve the interaction of both freezing temperatures and high light. Thus frosts can result in accumulation of activated oxygen species that change the redox potential of cells. Activated oxygen species can either act as signals that induce protection mechanisms or accelerate injury. In comparison with Solanum tuberosum L., Solanum commersonii Dun., is better adapted to low temperature. In this study the freezing tolerance was studied by isolating the cold‐regulated genes glutathione S‐transferase (ScgstF1), heat shock cognate 70 kDa (Schsc70) and dehydrin2 (Scdnh2) from S. commersonii and characterizing gene expression in potato genotypes that differ in freezing tolerance. Fluorescence measurements (Fv/Fm, 1 − qP) showed that photosynthesis of a freezing‐tolerant genotype was transiently reduced during frost whereas in S. tuberosum the reduction was higher and irreversible damage occurred. In a freezing‐tolerant genotype the transient reduction of photosynthesis occurred coincident with accumulation of ScgstF1 and Scdhn2 transcripts. In cold‐acclimated and H2O2‐treated plants, ScgstF1 and Scdhn2 accumulated in freezing‐tolerant genotypes whereas Schsc70 transcript was more abundant in S. tuberosum. Pre‐treatment with H2O2 also improved the freezing tolerance of S. commersonii suggesting that signal pathways associated with low temperature cold acclimation or H2O2 may overlap.

BackgroundThe placenta is vital for fetal development and its contributions to various developmental issues, such as pregnancy complications, fetal growth restriction, and maternal exposure, have been extensively studied in mice. The placenta forms mainly from fetal tissue and therefore has the same biological sex as the fetus it supports. Extensive research has delved into the placenta’s involvement in pregnancy complications and future offspring development, with a notable emphasis on exploring sex-specific disparities. However, despite these investigations, sex-based disparities in epigenetic (e.g., DNA methylation) and transcriptomic features of the late-gestation mouse placenta remain largely unknown.MethodsWe collected male and female mouse placentas at late gestation (E18.5, n = 3/sex) and performed next-generation sequencing to identify genome-wide sex differences in transcription and DNA methylation.ResultsOur comparison between male and female revealed 358 differentially expressed genes (DEGs) on autosomes, which were associated with signaling pathways involved in transmembrane transport and the responses to viruses and external stimuli. X chromosome DEGs (n = 39) were associated with different pathways, including those regulating chromatin modification and small GTPase-mediated signal transduction. Differentially methylated regions (DMRs) were more common on the X chromosomes (n = 3756) than on autosomes (n = 1705). Interestingly, while most X chromosome DMRs had higher DNA methylation levels in female placentas and tended to be included in CpG dinucleotide-rich regions, 73% of autosomal DMRs had higher methylation levels in male placentas and were distant from CpG-rich regions. Several DEGs were correlated with DMRs. A subset of the DMRs present in late-stage placentas were already established in mid-gestation (E10.5) placentas (n = 348 DMRs on X chromosome and 19 DMRs on autosomes), while others were acquired later in placental development.ConclusionOur study provides comprehensive lists of DEGs and DMRs between male and female that collectively cause profound differences in the DNA methylation and gene expression profiles of late-gestation mouse placentas. Our results demonstrate the importance of incorporating sex-specific analyses into epigenetic and transcription studies to enhance the accuracy and comprehensiveness of their conclusions and help address the significant knowledge gap regarding how sex differences influence placental function.

BackgroundDue to drought stress, the growth, distribution, and production of mungbean is severely restricted. Previous study combining physiological and transcriptomic data indicated different genotypes of mungbean exhibited variable responses when exposed to drought stress. Aside from the genetic variation, the modifications of environmentally induced epigenetics alterations on mungbean drought-stress responses were still elusive.ResultsIn this study, firstly, we compared the drought tolerance capacity at seedling stage by detecting physiological parameters in two contrasting genotypes wild mungbean 61 and cultivar 70 in response to drought stress. We found that wild mungbean 61 showed lower level of MDA and higher levels of POD and CAT, suggesting wild mungbean 61 exhibited stronger drought resistance. Transcriptomic analysis indicated totally 2859 differentially expressed genes (DEGs) were detected when 70 compared with 61 (C70 vs C61), and the number increased to 3121 in the comparison of drought-treated 70 compared with drought-treated 61 (D70 vs D61). In addition, when drought-treated 61 and 70 were compared with their controls, the DEGs were 1117 and 185 respectively, with more down-regulated DEGs than up-regulated in D61 vs C61, which was opposite in D70 vs C70. Interestingly, corresponding to this, after drought stress, more hypermethylated differentially methylated regions (DMRs) in 61 were detected and more hypomethylated DMRs in 70 were detected. Further analysis suggested that the main variations between 61 and 70 existed in CHH methylation in promoter. Moreover, the preference of methylation status alterations in D61 vs C61 and D70 vs C70 also fell in CHH sequence context. Further analysis of the correlation between DMRs and DEGs indicated in both D61 vs C61 and D70 vs C70, the DMRs in gene body was significantly negatively correlated with DEGs.ConclusionsThe physiological parameters in this research suggested that wild mungbean 61 was more resistant to drought stress, with more hypermethylated DMRs and less hypomethylated DMRs after drought stress, corresponding to more down-regulated DEGs than up-regulated DEGs. Among the three DNA methylation contexts CG, CHG, and CHH, asymmetric CHH contexts were more dynamic and prone to be altered by drought stress and genotypic variations.

BackgroundIn cancer, mutations of DNA methylation modification genes have crucial roles for epigenetic modifications genome-wide, which lead to the activation or suppression of important genes including tumor suppressor genes. Mutations on the epigenetic modifiers could affect the enzyme activity, which would result in the difference in genome-wide methylation profiles and, activation of downstream genes. Therefore, we investigated the effect of mutations on DNA methylation modification genes such as DNMT1, DNMT3A, MBD1, MBD4, TET1, TET2 and TET3 through a pan-cancer analysis.MethodsFirst, we investigated the effect of mutations in DNA methylation modification genes on genome-wide methylation profiles. We collected 3,644 samples that have both of mRNA and methylation data from 12 major cancer types in The Cancer Genome Atlas (TCGA). The samples were divided into two groups according to the mutational signature. Differentially methylated regions (DMR) that overlapped with the promoter region were selected using minfi and differentially expressed genes (DEG) were identified using EBSeq. By integrating the DMR and DEG results, we constructed a comprehensive DNA methylome profiles on a pan-cancer scale. Second, we investigated the effect of DNA methylations in the promoter regions on downstream genes by comparing the two groups of samples in 11 cancer types. To investigate the effects of promoter methylation on downstream gene activations, we performed clustering analysis of DEGs. Among the DEGs, we selected highly correlated gene set that had differentially methylated promoter regions using graph based sub-network clustering methods.ResultsWe chose an up-regulated DEGs cluster where had hypomethylated promoter in acute myeloid leukemia (LAML) and another down-regulated DEGs cluster where had hypermethylated promoter in colon adenocarcinoma (COAD). To rule out effects of gene regulation by transcription factor (TF), if differentially expressed TFs bound to the promoter of DEGs, that DEGs did not included to the gene set that effected by DNA methylation modifiers. Consequently, we identified 54 hypomethylated promoter DMR up-regulated DEGs in LAML and 45 hypermethylated promoter DMR down-regulated DEGs in COAD.ConclusionsOur study on DNA methylation modification genes in mutated vs. non-mutated groups could provide useful insight into the epigenetic regulation of DEGs in cancer.

BackgroundInducing embryogenic callus with regenerative potential is a pivotal step in barley transformation. Our previous research suggests that epigenetic regulatory factors might influence barley callus formation and regeneration capacity, though the exact mechanisms remain unclear.ResultsIn this study, we utilized RNA sequencing (RNA-seq) and whole-genome bisulfite sequencing (WGBS) to examine transcriptional and DNA methylome alterations during callus induction from immature embryos of the barley cultivar Golden Promise. Our findings revealed a slight decline in overall DNA methylation content and distinct 5-methylcytosine (5mC) enrichment patterns in CG, CHG, and CHH sequence contexts within genes and transposable elements. By integrating DNA methylation and transcriptome data, we identified differentially expressed genes (DEGs) associated with differentially methylated regions (DMRs) in the CG (879 DEGs), CHG (229 DEGs), and CHH (2020 DEGs) contexts. Notably, DMRs linked to 210, 94, and 1,214 DEGs were located in the 2 kb upstream regions in the CG, CHG, and CHH contexts, respectively. A negative correlation was observed between promoter methylation levels and transcript abundances of key regeneration-associated genes, such as HvKRP4, HvCYCD1;1, HvSCR, HvRAP2.6L/ERF113, HvWIND4, HvWOX5, HvE2Fa, HvPHV, and HvLBD16. This indicates a regulatory function of DNA methylation in transcriptional regulation during callus induction. Furthermore, treatment with the DNA methylation inhibitor 5-Aza-2′-deoxycytidine (5-Aza-dC) suppressed callus formation. Comparative RNA sequencing analysis between control and treated groups revealed 2,628 and 1,224 DEGs potentially regulated by DNA methylation, at 2- and 9-days post-induction, respectively. These genes were primarily associated with cell cycle and abscisic acid signalling pathways, influenced directly and indirectly by the global reduction in DNA methylation induced by 5-Aza-dC treatment.ConclusionsThis study provides insights into the intricate relationship between DNA methylation and gene expression during barley callus formation. It could inform future efforts to enhance regeneration and transformation in this significant crop species.Clinical trial numberNot applicable.

Background and methods: Host genomic alterations are closely related to dysfunction of CD4+ T lymphocytes in the HIV–host interplay. However, the roles of aberrant DNA methylation and gene expression in the response to HIV infection are not fully understood. We investigated the genome-wide DNA methylation and transcriptomic profiles in two HIV-infected T lymphocyte cell lines using high-throughput sequencing.Results: Based on DNA methylation data, we identified 3,060 hypomethylated differentially methylated regions (DMRs) and 2,659 hypermethylated DMRs in HIV-infected cells. Transcription-factor-binding motifs were significantly associated with methylation alterations, suggesting that DNA methylation modulates gene expression by affecting the binding to transcription factors during HIV infection. In support of this hypothesis, genes with promoters overlapping with DMRs were enriched in the biological function related to transcription factor activities. Furthermore, the analysis of gene expression data identified 1,633 upregulated genes and 2,142 downregulated genes on average in HIV-infected cells. These differentially expressed genes (DEGs) were significantly enriched in apoptosis-related pathways. Our results suggest alternative splicing as an additional mechanism that may contribute to T-cell apoptosis during HIV infection. We also demonstrated a genome-scale correlation between DNA methylation and gene expression in HIV-infected cells. We identified 831 genes with alterations in both DNA methylation and gene expression, which were enriched in apoptosis. Our results were validated using various experimental methods. In addition, consistent with our in silico results, a luciferase assay showed that the activity of the PDX1 and SMAD3 promoters was significantly decreased in the presence of HIV proteins, indicating the potential of these genes as genetic markers of HIV infection.Conclusions: Our results suggest important roles for DNA methylation and gene expression regulation in T-cell apoptosis during HIV infection. We propose a list of novel genes related to these processes for further investigation. This study also provides a comprehensive characterization of changes occurring at the transcriptional and epigenetic levels in T cells in response to HIV infection.

This study provides a comprehensive analysis of the impact of DNA methylation in cotton under salt stress conditions, elucidating its effects on gene expression and biological processes. Here, we determined the structures of the DNA methylation landscape across the cotton genome subjected to salt stress using whole-genome bisulfite sequencing (WGBS) and RNA-seq methodologies. We identified 4938 differentially methylated regions (DMRs) correlated with alterations in gene expression. Salt stress induced significant shifts in DNA methylation patterns, particularly in CHH contexts, suggesting context-dependent epigenetic regulation. DMRs were found to be implicated in diverse biological processes and pathways, encompassing protein metabolism, cellular homeostasis, starch and sucrose metabolism, and plant hormone signaling, all pivotal for cotton's adaptation to salt stress. Furthermore, RNA-seq analysis confirmed the impact of DNA methylation on gene expression, uncovering 9642 salt stress-responsive differentially expressed genes (DEGs). These DEGs exhibited enrichment in pathways such as carbohydrate metabolism, cell wall synthesis, and defense response, underscoring the intricate interplay between methylation and gene regulation in stress response. Moreover, the study investigated the role of the key DNA methyltransferase gene GhDMT7 in modulating cotton's response to salt stress, revealing that its downregulation enhanced cotton's salt tolerance, potentially attributed to decreased DNA methylation levels, reduced membrane damage, and enhanced antioxidant capacity. These findings elucidate the role of DNA methylation in abiotic stress resilience and provide insights for crop improvement.

Epigenetic variation may significantly contribute to the risk of common disease. Currently, little is known about the extent and causes of epigenetic variation. Here, we investigated the contribution of heritable influences and the combined effect of environmental and stochastic factors to variation in DNA methylation of the IGF2/H19 locus. Moreover, we tested whether this locus was subject to age-related degeneration of epigenetic patterns as was previously suggested for global methylation. We measured methylation of the H19 and IGF2 differentially methylated regions (DMRs) in 196 adolescent and 176 middle-aged twins using a recently developed mass spectrometry-based method. We observed substantial variation in DNA methylation across individuals, underscoring that DNA methylation is a quantitative trait. Analysis of data in monozygotic and dizygotic twins revealed that a significant part of this variation could be attributed to heritable factors. The heritability of methylation of individual CpG sites varied between 20 and 74% for the H19 DMR and was even higher, between 57 and 97%, for the IGF2 DMR. Remarkably, the combined influence of environmental and stochastic factors on DNA methylation was not greater in middle-age than in adolescence, suggesting a limited role for age-related degeneration of methylation patterns at this locus. Single nucleotide polymorphisms in the IGF2/H19 locus were significantly associated with DNA methylation of the IGF2 DMR (P = 0.004). A preliminary analysis suggested an association between H19 DMR methylation and body size (P < 0.05). Our study shows that variation in DNA methylation of the IGF2/H19 locus is mainly determined by heritable factors and single nucleotide polymorphisms (SNPs) in cis, rather than the cumulative effect of environmental and stochastic factors occurring with age.