Genomic DNA Methylation Research Articles

Genomic insights into climate change-induced forest dieback in Abies alba hotspots of decline

AbstractUnderstanding adaptive genetic responses to climate change is an issue of utmost importance to improve conservation policies and adaptive management. This study deeps on it, focusing on rear-edge silver fir (Abies alba) forests, where decline has been reported and linked to climatic stressors, such as warming and recurrent drought events. Hotspots and coldspots of forest decline and mortality were defined. Different sets of single nucleotide polymorphisms (SNPs), namely genome-wide and adaptive, were used to study their genetic characteristics, aiming to identify differences in genetic diversity between vigor classes (declining and non-declining trees) and age cohorts (adult trees and saplings). Global DNA methylation levels were assessed to investigate a possible role of epigenetic processes in adaptation to stressful environments. Parentage and relatedness analysis were conducted to track the genetic lineage of trees from each site. Our findings indicate that, even though adaptive SNPs seem to provide more insightful information than the genome-wide set, the optimal approach for evolutionary studies is a combination of both. Changes in adaptive genomic diversity and DNA methylation were observed between vigor classes, revealing the existence of a molecular basis behind the ongoing decline events in silver forests. Besides, trees’ relatives display a higher mixture of origins in coldspots, which could provide a temporary refuge for the species’ genetic diversity and adaptive potential. All in all, both genetic and epigenetic characteristics should be considered in order to comprehend how forest trees respond to climate stress to achieve adaptation to climate change.

PATH-46. DETECTION OF CDKN2A/B HOMOZYGOUS DELETION BY DNA METHYLATION AND DNA NEXT GENERATION SEQUENCING: A COMPARISON

Abstract CDKN2A/B homozygous deletion status is critical for grading of several central nervous system (CNS) tumors, including IDH mutant astrocytoma, pleomorphic xanthoastrocytoma, and meningioma. CDKN2A/B status can be assed using variety of methods, but the accuracy varies due to technical and analytical variables. Here we sought to compare sensitivity of CDKN2A/B homozygous deletion detection by NGS and DNA methylation array derived copy number analysis. We retrospectively analyzed 100 CNS tumors diagnosed at NYU Langone Health between 2020 and 2023. All tumors were profiled by whole genome DNA methylation profiling using the Illumina EPIC array. Copy numbers were analyzed using the ‘conumee’ R package and visual inspection. Next-generation sequencing (NGS) analysis was performed by NYU Langone Genome PACT, a 510(k) FDA cleared (K202304) matched tumor-normal 607 gene panel. Variant allele frequency of canonical driver mutations was used to molecularly estimate tumor cell content. Discrepant cases were assed using targeted qPCR. Our cohort of 100 CNS tumors included glioblastoma (N=75), IDH mutant astrocytoma (N=14), oligodendroglioma (N=4), pleomorphic xanthoastrocytoma (N=2), meningioma (N=1), infantile hemispheric glioma (N=1), central neurocytoma (N=1), diffuse midline glioma K27-altered (N=1), and anaplastic pilocytic astrocytoma (N=1). By DNA methylation, CDKN2A/B homozygous deletion was detected in 54 cases, hemizygous deletion was detected in 13 cases, and no deletion was detected in 33 cases. By NGS, CDKN2A/B homozygous deletion was detected in 31 cases, hemizygous deletion was detected in 28, and no deletion was detected in 41 cases. DNA methylation detected a homozygous deletion in 23 cases that were not detected by NGS. All cases of homozygous deletion detected by NGS were also detected by DNA methylation. DNA methylation derived copy number assessment is more sensitive for CDKN2A/B homozygous deletion than next generation sequencing.

Epigenetic dynamics of partially methylated domains in human placenta and trophoblast stem cells

BackgroundThe placenta is essential for nutrient exchange and hormone production between the mother and the developing fetus and serves as an invaluable model for epigenetic research. Most epigenetic studies of the human placenta have used whole placentas from term pregnancies and have identified the presence of partially methylated domains (PMDs). However, the origin of these domains, which are typically absent in most somatic cells, remains unclear in the placental context.ResultsUsing whole-genome bisulfite sequencing and analysis of histone H3 modifications, we generated epigenetic profiles of human cytotrophoblasts during the first trimester and at term, as well as human trophoblast stem cells. Our study focused specifically on PMDs. We found that genomic regions likely to form PMDs are resistant to global DNA demethylation during trophectoderm reprogramming, and that PMDs arise through a slow methylation process within condensed chromatin near the nuclear lamina. In addition, we found significant differences in histone H3 modifications between PMDs in cytotrophoblasts and trophoblast stem cells.ConclusionsOur findings suggest that spatiotemporal genomic features shape megabase-scale DNA methylation patterns, including PMDs, in the human placenta and highlight distinct differences in PMDs between human cytotrophoblasts and trophoblast stem cells. These findings advance our understanding of placental biology and provide a basis for further research into human development and related diseases.

Induction of FAM46C expression mediated by DNMT3A downregulation is involved in early-onset preeclampsia through gene body methylation

BackgroundAberrant methylation of genomic DNA has been found in preeclamptic placentas, which is characterized by elevated DNA methylation and hypermethylation of gene body regions, but the underlying mechanism is not yet fully understood. MethodsGlobal DNA methylation was assessed through ELISA and HPLC. The methylation sites were detected using the Illumina Human Methylation 450 K Microarray. The methylation level of FAM46C promoter and gene body was detected through the bisulfite sequencing. RNA-seq was utilized to investigate the mechanism by which DNMT3A and FAM46C mediate the migration and invasion of trophoblast cells. ResultsWe discovered that DNMT3A knockdown led to elevated levels of gene body methylation and FAM46C transcription. FAM46C downregulation completely rescued the suppressive effects caused by DNMT3A knockdown on the migration and invasion of trophoblast cells. Mechanistically, DNMT3A reduction led to an increase in the enrichment of DNMT3B and DNMT1 in the gene body region of FAM46C. The results of transcriptome sequencing showed that DNMT3A and FAM46C regulate the adhesion of trophoblast cells. Elevated expression of FAM46C and increased methylation levels within its gene body region were observed in extravillous trophoblast cells of early-onset preeclamptic placentas. ConclusionsDNMT3A-mediated aberrant FAM46C gene body methylation is relevant to the development of early-onset preeclampsia.

Epigenetic insights into creep-feeding: methylation profiling of Longissimus thoracis muscle at weaning in crossbred cattle

IntroductionThis study investigated the impact of creep-feeding supplementation on the genome methylation of the Longissimus thoracis (LT) muscle in crossbred beef cattle (Bos taurus × Bos indicus).MethodsThe experiment involved 48 uncastrated F1 Angus-Nellore males (half-siblings), which were divided into two groups: NCF – no creep-feeding (n = 24) and CF – creep-feeding (n = 24). After weaning at 210 days, all animals were feedlot finished for 180 days under identical conditions. LT muscle biopsies were collected at weaning for genomic DNA methylation analysis by reduced representation bisulfite sequencing (RRBS).Results and discussionThe groups differed significantly (CF > NCF: p < 0.05) to weaning weight (243.57±5.70 vs. 228.92±5.07kg), backfat thickness (12.96±0.86 vs. 10.61±0.42mm), LT muscle marbling score (366.11±12.39 vs. 321.50±13.65), and LT intramuscular fat content (5.80±0.23 vs. 4.95±0.20%). The weights at the beginning of the experiment and at slaughter (390 days) did not differ significantly. Mean methylation levels were higher in CF with 0.18% more CpG, 0.04% CHG, and 0.03% CHH. We identified 974 regions with differential methylation (DMRs: > 25% and q < 0.05), which overlapped with 241 differentially methylated genes (DMGs). Among these genes, 108 were hypermethylated and 133 were hypomethylated in CF group. Notably, 39 of these DMGs were previously identified as differentially expressed genes (DEGs: log2 fold change [0.5]) in the same animal groups. Over-representation analysis highlighted epigenetic regulations related to muscle growth, PPAR signaling, adipogenesis, insulin response, and lipid metabolism. Key DMGs/DEGs included: ACAA1, SORBS1, SMAD3, TRIM63, PRKCA, DNMT3A, RUNX1, NRG3, and SLC2A8. These epigenetic changes improved the performance of supplemented animals up to weaning and enhanced meat quality traits, particularly higher intramuscular fat. The results provided insights into the intricate interplay between nutrition, epigenetics, gene expression and phenotypes in beef cattle production.

Azacytidine treatment affects the methylation pattern of genomic and cell-free DNA in uveal melanoma cell lines

BackgroundUveal melanoma (UM) is the most common primary intraocular tumour in adults, and approximately 50% of patients will develop metastasis. Epigenetic changes are a major factor in cancer progression. We aimed to determine whether methylation profiles could be altered using a DNA methyltransferase (DNMT) inhibitor in UM cell lines.MethodsFour primary and metastatic UM cell lines were treated with azacytidine and analysed for cell proliferation, colony formation, and BAP1 protein expression. Genomic and cell-free (cf)DNA methylation were compared.ResultsIn all cell lines, azacytidine treatment resulted in dose-dependent effects on proliferation, colony formation, and radiosensitivity. Methylation profiling revealed differences in methylation between cell lines according to BAP1 expression. Matched primary and metastatic cell lines showed very similar patterns. Alterations were seen in pathways known to be important in UM progression, such as PI3K/Akt and MAPK signaling, and in pathways involved in cancer progression, such as regulation of stemlike potential, cell motility, and invasion. These changes were maintained in genomic and cell-free DNA.ConclusionsThis data suggests that DNMT inhibitors cause changes in UM cells that are maintained in cfDNA. The results suggest that targeting methylation in UM treatment and monitoring response to treatment using cfDNA methylation could be a valuable tool.

P16.10.A UNRAVELING THE CLINICAL IMPLICATIONS OF TRIM24::NTRK2 FUSION GENE IN PEDIATRIC HIGH-GRADE GLIOMA: A CASE STUDY

Abstract BACKGROUND High-grade gliomas are among the deadliest of all childhood cancers and the leading cause of cancer-related mortality in children. The standard treatment is resection followed by chemotherapy, most often temozolomide and radiation therapy. Unfortunately, there is no evidence that temozolomide influences survival in pediatric patients and only a limited number of new drugs have been identified for specific subgroups of tumors. The identification of fusion genes as possible drivers of the disease offers an opportunity for targeted therapies. We present a case of a six-year-old patient with a novel TRIM24::NTRK2 fusion positive epithelioid glioblastoma with subsequent relapses. METHODS We investigated the ramification of this fusion and evolution of the tumor through whole genome sequencing, RNA-sequencing and DNA methylation profiling, and studied the effect of the patient’s treatment using patient-derived cell cultures. RESULTS Our studies show that the TRIM24::NTRK2 fusion has oncogenic abilities but loses its importance as the tumor evolves. In addition, we demonstrate an increased drug resistance over time, further indicating the diminished driver function of the fusion. CONCLUSION The use of resequencing revealed parallel development of tumor subclones with different genomic alterations, highlighting the importance of genomic profiling from various parts of the tumor. FUNDING This work was supported by the Swedish Research Council, the Swedish Childhood Cancer Foundation, and the Swedish Cancer Society

A machine learning-based method for feature reduction of methylation data for the classification of cancer tissue origin.

Genome DNA methylation profiling is a promising yet costly method for cancer classification, involving substantial data. We developed an ensemble learning model to identify cancer types using methylation profiles from a limited number of CpG sites. Analyzing methylation data from 890 samples across 10 cancer types from the TCGA database, we utilized ANOVA and Gain Ratio to select the most significant CpG sites, then employed Gradient Boosting to reduce these to just 100 sites. This approach maintained high accuracy across multiple machine learning models, with classification accuracy rates between 87.7% and 93.5% for methods including Extreme Gradient Boosting, CatBoost, and Random Forest. This method effectively minimizes the number of features needed without losing performance, helping to classify primary organs and uncover subgroups within specific cancers like breast and lung. Using a gradient boosting feature selector shows potential for streamlining methylation-based cancer classification.

DNA Methylation and Subgenome Dominance Reveal the Role of Lipid Metabolism in Jinhu Grouper Heterosis.

Heterosis of growth traits in economic fish has benefited the production of aquaculture for many years, yet its genetic and molecular basis has remained obscure. Nowadays, a new germplasm of hybrid Jinhu grouper (Epinephelus fuscoguttatus ♀ × E. tukula ♂), abbreviated as EFT, exhibiting paternal-biased growth heterosis, has provided an excellent model for investigating the potential regulatory mechanisms of heterosis. We integrated transcriptome and methylome to unravel the changes of gene expression, epigenetic modification, and subgenome dominance in EFT compared with maternal E. fuscoguttatus. Integration analyses showed that the heterotic hybrids showed lower genomic DNA methylation levels than the purebred parent, and the up-regulated genes were mostly DNA hypomethylation. Furthermore, allele-specific expression (ASE) detected paternal subgenome dominance-regulated paternal-biased heterosis, and paternal bias differentially expressed genes (DEGs) were wholly up-regulated in the muscle. Multi-omics results highlighted the role of lipid metabolism, particularly "Fatty acid synthesis", "EPA biosynthesis", and "Signaling lipids", in EFT heterosis formation. Coherently, our studies have proved that the eicosapentaenoic acid (EPA) of EFT was greater than that of maternal E. fuscoguttatus (8.46% vs. 7.46%). Finally, we constructed a potential regulatory network for control of the heterosis formation in EFT. Among them, fasn, pparg, dgat1, igf1, pomca, fgf8a, and fgfr4 were identified as key genes. Our results provide new and valuable clues for understanding paternal-biased growth heterosis in EFT, taking a significant step towards the molecular basis of heterosis.

Genome-wide analysis of DNA methylation and transcriptional changes associated with overwintering memory in Brassica rapa L. grown in the field

BackgroundWinter rapeseed, the sole overwintering oilseed crop in northern China, emphasizes winter resilience, yet epigenetic regulatory mechanisms governing overwintering memory remain poorly understood.ResultsIn this study, the root collar tissues from the robust cold-resistant variety Longyou-7 were sampled during the pre-winter period (S1), overwintering periods (S2–S5), and re-greening period (S6), to analyze overall genomic DNA methylation levels using high-performance liquid chromatography (HPLC). The result showed that DNA methylation level exceeded 80% in the S1 stage. Throughout the overwintering periods, methylation levels displayed a decreasing trend in S3, followed by an increase in S5, and a pronounced decrease in S6. Consequently, S1, S3, S5, and S6 periods were chosen for whole-genome bisulfite sequencing analyses to elucidate the overwintering memory mechanisms of Longyou-7. The result revealed that DNA methylation primarily occurs in the CG context in Longyou-7. However, methylation of mC sites is most prevalent in the CHH type, gradually decreasing during overwintering periods. Analysis of methylation patterns in specific genomic regions of Longyou-7 showed that the highest methylation levels in the intergenic region. Moreover, mC sites in repeats and transposon elements are distributed differently across the three contexts. Subsequently, differentially methylated regions and promoters of Longyou-7 were identified during various periods compared to the S1 stage, followed by joint analysis with transcriptome sequencing. Functional enrichment analysis highlighted the involvement of most overlapping genes in the MAPK signaling pathway, plant hormone signal transduction, and starch and sucrose metabolism pathways. Changes in candidate gene expression within these three pathways correlated closely with DNA methylation levels.ConclusionsOur findings underscored the critical role of DNA methylation in regulating the expression of overwintering memory genes in winter rapeseed. These results offer a comprehensive insights into the epigenetic regulatory mechanisms governing winter rapeseed's overwintering memory, while identified overwintering memory genes served as crucial genetic resources for multifaceted breeding of winter-resistant varieties.Graphical

Unraveling the key role of chromatin structure in cancer development through epigenetic landscape characterization of oral cancer

Epigenetic alterations, such as those in chromatin structure and DNA methylation, have been extensively studied in a number of tumor types. But oral cancer, particularly oral adenocarcinoma, has received far less attention. Here, we combined laser-capture microdissection and muti-omics mini-bulk sequencing to systematically characterize the epigenetic landscape of oral cancer, including chromatin architecture, DNA methylation, H3K27me3 modification, and gene expression. In carcinogenesis, tumor cells exhibit reorganized chromatin spatial structures, including compromised compartment structures and altered gene-gene interaction networks. Notably, some structural alterations are observed in phenotypically non-malignant paracancerous but not in normal cells. We developed transformer models to identify the cancer propensity of individual genome loci, thereby determining the carcinogenic status of each sample. Insights into cancer epigenetic landscapes provide evidence that chromatin reorganization is an important hallmark of oral cancer progression, which is also linked with genomic alterations and DNA methylation reprogramming. In particular, regions of frequent copy number alternations in cancer cells are associated with strong spatial insulation in both cancer and normal samples. Aberrant methylation reprogramming in oral squamous cell carcinomas is closely related to chromatin structure and H3K27me3 signals, which are further influenced by intrinsic sequence properties. Our findings indicate that structural changes are both significant and conserved in two distinct types of oral cancer, closely linked to transcriptomic alterations and cancer development. Notably, the structural changes remain markedly evident in oral adenocarcinoma despite the considerably lower incidence of genomic copy number alterations and lesser extent of methylation alterations compared to squamous cell carcinoma. We expect that the comprehensive analysis of epigenetic reprogramming of different types and subtypes of primary oral tumors can provide additional guidance to the design of novel detection and therapy for oral cancer.

Transcriptional responses of durum wheat to chronic chromium exposure reveal candidate proteins involved in metal detoxification and compartmentalization

Chromium phytotoxicity results in relevant alterations to plant physiology, gene expression, and genomic DNA methylation at a transgenerational level. Herein, transcriptional responses of durum wheat (Triticum turgidum L.) to chronic chromium exposure were explored in roots and leaves by RNA-seq approach. Plants grown all the time in a hydroponic system supplemented with 2.5 and 10 µM hexavalent chromium were compared to unstressful control plants, assessing biomass and seed yield analyses after senescence. Then, transcriptomic analysis was performed with these plants kept under 10 µM chromium 50 days after the onset of exposure. The chromium concentrations used were considered the lowest dose sufficient to alter gene expression without impeding plant development, while the sampling time reflected the effects in the pre-harvest phase and long-lasting defense mechanisms. Root and leaf samples from plants kept under 10 µM chromium stress and from unstressful control plants were analyzed, generating 12 RNA-seq libraries. In total, 965 and 810 transcripts were found to be differentially expressed, respectively, in roots and leaves in response to 10 µM chromium stress. In roots, transcriptional changes were noted in the primary and secondary metabolism, redox homeostasis, protein modification, solute transport, nutrient uptake, and external stimuli responses. Meanwhile, the transcriptional changes in leaves were primarily found in the secondary metabolism, hormone-related pathways, chromatin modifications, cell division, protein modification and homeostasis, solute transport, and nutrient uptake. In particular, the metal uptake and translocation pathways were studied with greater emphasis to identify key proteins involved in chromium transport and compartmentalization. Furthermore, several genes involved in the biosynthesis of malate-derived organic acids, trace metal transport/detoxification/chelation, and vacuolar compartmentalization were linked to primary defense responses, and some of them were also associated with two putative gene clusters. Therefore, these genes and gene clusters are suggested as valuable biotechnological targets for future proof-of-concept studies aimed at genetic engineering of durum wheat to improve plant tolerance to chromium exposure.

Association between the copy number variations of Methyl-CpG binding domain family and schizophrenia

Schizophrenia is recognized as one of the most severe psychiatric disorders, with its pathogenesis likely involving genetic, epigenetic, developmental, and environmental factors. Members of the Methyl-CpG Binding Domain (MBD) Family play a crucial role in the regulation of genomic DNA methylation, and studies have implicated the association between MBD family and neurodevelopmental disorders. Copy number variations (CNVs) are a significant genetic basis for human genomic variation, also playing a critical role in the genetic processes of schizophrenia. Therefore, we aimed to evaluate the susceptibility of MBD family CNVs to schizophrenia by exploring and validating them in two separate populations using CNVplex™ and qPCR methods, and to explore the relationship between MBD family CNVs and clinical phenotypes in the overall population using chi-square tests and Fisher’s exact tests. Results suggest that an increase in MBD1 gene copy number and a deficiency in MBD2 gene copy number may be associated with the risk of schizophrenia. The deficiency in MBD2 gene copy number may increase the risk of delusion of reference and delusion of persecutory in the overall sample, as well as in males. This research provides preliminary evidence supporting the association between MBD family CNVs and schizophrenia, highlighting the potential role of the MBD family in the pathogenesis of schizophrenia.

Racial distribution of molecularly classified brain tumors.

In many cancers, specific subtypes are more prevalent in specific racial backgrounds. However, little is known about the racial distribution of specific molecular types of brain tumors. Public data repositories lack data on many brain tumor subtypes as well as diagnostic annotation using the current World Health Organization classification. A better understanding of the prevalence of brain tumors in different racial backgrounds may provide insight into tumor predisposition and development, and improve prevention. We retrospectively analyzed the racial distribution of 1709 primary brain tumors classified by their methylation profiles using clinically validated whole genome DNA methylation. Self-reported race was obtained from medical records. Our cohort included 82% White, 10% Black, and 8% Asian patients with 74% of patients reporting their race. There was a significant difference in the racial distribution of specific types of brain tumors. Blacks were overrepresented in pituitary adenomas (35%, P < .001), with the largest proportion of FSH/LH subtype. Whites were underrepresented at 47% of all pituitary adenoma patients (P < .001). Glioblastoma (GBM) IDH wild-type showed an enrichment of Whites, at 90% (P < .001), and a significantly smaller percentage of Blacks, at 3% (P < .001). Molecularly classified brain tumor groups and subgroups show different distributions among the three main racial backgrounds suggesting the contribution of race to brain tumor development.

P-523 Single molecule chromatin footprinting reveals only low occurrence of nucleosomes at multiple loci throughout chromatin of human and mouse spermatozoa

Abstract Study question What fraction of spermatozoa from mouse and human semen contain nucleosomes at specific loci? What chromatin features affect nucleosome retention in spermatozoa? Summary answer On average, 1-2% mouse spermatozoa and 5-9% human spermatozoa contain nucleosomes at sampled genomic loci, with moderately higher frequencies at unmethylated regions of DNA. What is known already Nucleosomes constitute the basic packaging and gene regulatory unit of DNA in eukaryotic cells. During final stages of spermatogenesis in mammals, however, most nucleosomes are replaced by protamines. Previous global chromatin immunoprecipitation-sequencing studies reported the presence of nucleosomes at gene regulatory and other genomic regions. Such nucleosomes were proposed to convey intergenerational inheritance of epigenetic information. Additional studies revealed that infertile men with decreased success of assisted reproductive therapy have protamine deficiency or displayed more widely distributed nucleosomes in their sperm genome. Direct links between altered levels of nuclear proteins and fertilizing potential of sperm have, however, not been established. Study design, size, duration We conducted a case study on nucleosome retention levels in sperm from four selected fertile human samples. This study was complemented in mice, in which we characterized the dynamic changes in nucleosome frequencies at genomic loci during differentiation of haploid spermatids into spermatozoa, and their responses in mutant spermatozoa lacking DNA methylation at certain loci. Participants/materials, setting, methods We used the single-molecule sequencing technique called Nucleosome Occupancy and Methylome Sequencing to quantify nucleosome occupancy rates at selected loci in spermatozoa from ejaculated semen of four fertile semen donors. We also profiled round spermatids, early and late elongating spermatids and spermatozoa of C57BL/6J wild-type mice as well as spermatozoa of mice conditionally deficient for the methyltransferases Dnmt3a and Dnmt3b, lacking DNA methylation at certain genomic regions. Main results and the role of chance To our knowledge, this is the first study to quantify nucleosome occupancy in mouse male gametes and human spermatozoa at single-molecule resolution. In mice, we observed that chromatin remodelling during spermatid elongation resulted in a progressive loss of nucleosomes and their positioning, a transient gain in global chromatin accessibility which was succeeded by increasing chromatin inaccessibility and nuclear compaction. In both human and mouse sperm, we profiled nucleosome occupancy levels at different genomic loci and measured only low percentages, ranging from ∼1-2% in mouse and 5-9% in human. In both organisms we observed a near two-fold higher nucleosome occupancy at loci being unmethylated at their DNA over loci being highly methylated. Mice partially deficient in genomic DNA methylation manifested a similar fold increase in nucleosome occupancy in absence of DNA methylation. These data reveal a moderate modulatory role for DNA methylation established in spermatogonial stages in regulating nucleosome eviction during spermiogenesis. The overall low nucleosome occupancy frequencies in mammalian spermatozoa suggest a stochastic or random rather than a programmed role of nucleosomes in regulating paternal gene expression during ensuing embryonic development. Limitations, reasons for caution Amplicon-based sequencing provides deep sequencing coverage for selected genomic loci. We lack, however, information on the distribution of nucleosomes among loci within the genome of single spermatozoa. In human, we studied a limited number of human donors. Wider implications of the findings This study resolves a long-standing question on the frequency and local distribution of nucleosomes in murine and human spermatozoa. The variability in nucleosome occupancy between spermatozoa within and between samples of human individuals inspires further investigations into the relationship between chromatin states and quality of individual spermatozoa for embryonic development. Trial registration number SNCTP000003654

The Whole Genome DNA Methylation Signatures of Hindlimb Muscles in Chinese Alligators during Hibernation and Active Periods.

Many ectotherms hibernate to increase their chances of survival during harsh winter conditions. The role of DNA methylation in regulating gene expression related to hibernation in ectotherms remains unclear. Here, we employed whole-genome bisulfite sequencing (WGBS) technology to construct a comprehensive genome-wide DNA methylation landscape of the hindlimb muscles in the Chinese alligator during hibernation and active periods. The results indicated that methylation modifications were most abundant at CG sites, identifying 9447 differentially methylated regions (DMRs) and 2329 differentially methylated genes (DMGs). KEGG pathway enrichment analysis of the DMGs revealed significant enrichment in major pathways such as the neurotrophin signaling pathway, the MAPK signaling pathway, the GnRH signaling pathway, the biosynthesis of amino acids, and the regulation of the actin cytoskeleton, which are closely related to lipid metabolism, energy metabolism, and amino acid metabolism. Among these, 412 differentially methylated genes were located in promoter regions, including genes related to energy metabolism such as ATP5F1C, ATP5MD, PDK3, ANGPTL1, and ANGPTL2, and genes related to ubiquitin-proteasome degradation such as FBXO28, FBXO43, KLHL40, and PSMD5. These findings suggest that methylation in promoter regions may play a significant role in regulating the adaptive hibernation mechanisms in the Chinese alligator. This study contributes to a further understanding of the epigenetic mechanisms behind the hibernation of the Chinese alligator.

Dynamic DNA methylation modification in catechins and terpenoids biosynthesis during tea plant (Camellia sinensis) leaf development

DNA methylation plays important roles in regulating gene expression during development. However, little is known about the influence of DNA methylation on secondary metabolism during leaf development in the tea plant (Camellia sinensis). In this study, we combined the methylome, transcriptome, and metabolome to investigate the dynamic changes in DNA methylation and its potential regulatory roles in secondary metabolite biosynthesis. In this study, the level of genomic DNA methylation increased as leaf development progressed from tender to old leaf. It additionally exhibited a similar distribution across the genomic background at the two distinct developmental stages studied. Notably, integrated analysis of transcriptomic and methylomic data showed that DNA hypermethylation primarily occurred in genes of the phenylpropanoid, flavonoid, and terpenoid biosynthesis pathways. The effect of methylation on transcription of these secondary metabolite biosynthesis genes was dependent on the location of methylation (i.e., in the promoter, gene or intergenic regions) and the sequence context (i.e., CpG, CHG, or CHH). Changes in the content of catechins and terpenoids were consistent with the changes in gene transcription and the methylation state of structural genes, such as serine carboxypeptidase-like acyltransferases 1A (SCPL1A), leucoanthocyanidin reductase (LAR), and nerolidol synthase (NES). Our study provides valuable information for dissecting the effects of DNA methylation on regulation of genes involved in secondary metabolism during tea leaf development.

Crosstalk between genomic variants and DNA methylation in FLT3 mutant acute myeloid leukemia

Abstract Acute myeloid leukemia (AML) is a type of blood cancer with diverse genetic variations and DNA methylation alterations. By studying the interaction of gene mutations, expression, and DNA methylation, we aimed to gain valuable insights into the processes that lead to block differentiation in AML. We analyzed TCGA-LAML data (173 samples) with RNA sequencing and DNA methylation arrays, comparing FLT3 mutant (48) and wild-type (125) cases. We conducted differential gene expression analysis using cBioPortal, identified DNA methylation differences with ChAMP tool, and correlated them with gene expression changes. Gene set enrichment analysis (g:Profiler) revealed significant biological processes and pathways. ShinyGo and GeneCards were used to find potential transcription factors and their binding sites among significant genes. We found significant differentially expressed genes (DEGs) negatively correlated with their most significant methylation probes (Pearson correlation coefficient of −0.49, P-value &amp;lt;0.001) between FLT3 mutant and wild-type groups. Moreover, our exploration of 450 k CpG sites uncovered a global hypo-methylated status in 168 DEGs. Notably, these methylation changes were enriched in the promoter regions of Homebox superfamily gene, which are crucial in transcriptional-regulating pathways in blood cancer. Furthermore, in FLT3 mutant AML patient samples, we observed overexpress of WT1, a transcription factor known to bind homeobox gene family. This finding suggests a potential mechanism by which WT1 recruits TET2 to demethylate specific genomic regions. Integrating gene expression and DNA methylation analyses shed light on the impact of FLT3 mutations on cancer cell development and differentiation, supporting a two-hit model in AML. This research advances understanding of AML and fosters targeted therapeutic strategy development.

Genome-wide Methylation Dynamics and Context-dependent Gene Expression Variability in Differentiating Preadipocytes.

Obesity, characterized by the accumulation of excess fat, is a complex condition resulting from the combination of genetic and epigenetic factors. Recent studies have found correspondence between DNA methylation and cell differentiation, suggesting a role of the former in cell fate determination. There is a lack of comprehensive understanding concerning the underpinnings of preadipocyte differentiation, specifically when cells are undergoing terminal differentiation (TD). To gain insight into dynamic genome-wide methylation, 3T3 L1 preadipocyte cells were differentiated by a hormone cocktail. The genomic DNA was isolated from undifferentiated cells and 4 hours, 2 days postdifferentiated cells, and 15 days TD cells. We employed whole-genome bisulfite sequencing (WGBS) to ascertain global genomic DNA methylation alterations at single base resolution as preadipocyte cells differentiate. The genome-wide distribution of DNA methylation showed similar overall patterns in pre-, post-, and terminally differentiated adipocytes, according to WGBS analysis. DNA methylation decreases at 4 hours after differentiation initiation, followed by methylation gain as cells approach TD. Studies revealed novel differentially methylated regions (DMRs) associated with adipogenesis. DMR analysis suggested that though DNA methylation is global, noticeable changes are observed at specific sites known as "hotspots." Hotspots are genomic regions rich in transcription factor (TF) binding sites and exhibit methylation-dependent TF binding. Subsequent analysis indicated hotspots as part of DMRs. The gene expression profile of key adipogenic genes in differentiating adipocytes is context-dependent, as we found a direct and inverse relationship between promoter DNA methylation and gene expression.

Methylome analysis in girls with idiopathic central precocious puberty

BackgroundGenetic and environmental factors are implicated in many developmental processes. Recent evidence, however, has suggested that epigenetic changes may also influence the onset of puberty or the susceptibility to a wide range of diseases later in life. The present study aims to investigate changes in genomic DNA methylation profiles associated with pubertal onset analyzing human peripheral blood leukocytes from three different groups of subjects: 19 girls with central precocious puberty (CPP), 14 healthy prepubertal girls matched by age and 13 healthy pubertal girls matched by pubertal stage. For this purpose, the comparisons were performed between pre- and pubertal controls to identify changes in normal pubertal transition and CPP versus pre- and pubertal controls.ResultsAnalysis of methylation changes associated with normal pubertal transition identified 1006 differentially methylated CpG sites, 86% of them were found to be hypermethylated in prepubertal controls. Some of these CpG sites reside in genes associated with the age of menarche or transcription factors involved in the process of pubertal development. Analysis of methylome profiles in CPP patients showed 65% and 55% hypomethylated CpG sites compared with prepubertal and pubertal controls, respectively. In addition, interestingly, our results revealed the presence of 43 differentially methylated genes coding for zinc finger (ZNF) proteins. Gene ontology and IPA analysis performed in the three groups studied revealed significant enrichment of them in some pathways related to neuronal communication (semaphorin and gustation pathways), estrogens action, some cancers (particularly breast and ovarian) or metabolism (particularly sirtuin).ConclusionsThe different methylation profiles of girls with normal and precocious puberty indicate that regulation of the pubertal process in humans is associated with specific epigenetic changes. Differentially methylated genes include ZNF genes that may play a role in developmental control. In addition, our data highlight changes in the methylation status of genes involved in signaling pathways that determine the migration and function of GnRH neurons and the onset of metabolic and neoplastic diseases that may be associated with CPP in later life.