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PubMed2026

Interpretable data integration for single-cell and spatial multi-omics.

Integrating single-cell or spatial transcriptomic and epigenomic data enables scrutinizing the transcriptional regulatory mechanisms controlling cell fate. Current integration methods usually align multi-omics data into a shared latent space but fail to reveal the underlying connections between genes and regulatory elements. The correlation- or regression-based regulatory inference methods cannot dissect different transcriptional regulation codes for cells under different spatial and temporal states. To address both problems, we develop a feature-guided optimal transport (FGOT) method, which simultaneously uncovers cellular heterogeneity and their associated transcriptional regulatory links. FGOT also provides post hoc interpretability for existing integration methods. FGOT is applicable for paired/unpaired single-cell multi-omics data and paired spatial multi-omics data. Benchmarking and validating via histone modification data or three-dimensional (3D) genomics data show good robustness and accuracy in integration and inference of regulatory links. The method allows systematic screening of cell-state and spatial-location-specific regulatory elements in diseases at the single-cell level. A record of this paper's transparent peer review process is included in the supplemental information.

Single-Cell Analysis↗
PubMed2006

The PHD finger protein VRN5 functions in the epigenetic silencing of Arabidopsis FLC.

Vernalization, the acceleration of flowering by the prolonged cold of winter, ensures that plants flower in favorable spring conditions. During vernalization in Arabidopsis, cold temperatures repress FLOWERING LOCUS C (FLC) expression in a mechanism involving VERNALIZATION INSENSITIVE 3 (VIN3), and this repression is epigenetically maintained by a Polycomb-like chromatin regulation involving VERNALIZATION 2 (VRN2), a Su(z)12 homolog, VERNALIZATION 1 (VRN1), and LIKE-HETEROCHROMATIN PROTEIN 1. In order to further elaborate how cold repression triggers epigenetic silencing, we have targeted mutations that result in FLC misexpression both at the end of the prolonged cold and after subsequent development. This identified VERNALIZATION 5 (VRN5), a PHD finger protein and homolog of VIN3. Our results suggest that during the prolonged cold, VRN5 and VIN3 form a heterodimer necessary for establishing the vernalization-induced chromatin modifications, histone deacetylation, and H3 lysine 27 trimethylation required for the epigenetic silencing of FLC. Double mutant and FLC misexpression analyses reveal additional VRN5 functions, both FLC-dependent and -independent, and indicate a spatial complexity to FLC epigenetic silencing with VRN5 acting as a common component in multiple pathways.

Arabidopsis↗
PubMed2006

Pachytene asynapsis drives meiotic sex chromosome inactivation and leads to substantial postmeiotic repression in spermatids.

Transcriptional silencing of the sex chromosomes during male meiosis (MSCI) is conserved among organisms with limited sex chromosome synapsis, including mammals. Since the 1990s the prevailing view has been that MSCI in mammals is transient, with sex chromosome reactivation occurring as cells exit meiosis. Recently, we found that any chromosome region unsynapsed during pachytene of male and female mouse meiosis is subject to transcriptional silencing (MSUC), and we hypothesized that MSCI is an inevitable consequence of this more general meiotic silencing mechanism. Here, we provide direct evidence that asynapsis does indeed drive MSCI. We also show that a substantial degree of transcriptional repression of the sex chromosomes is retained postmeiotically, and we provide evidence that this postmeiotic repression is a downstream consequence of MSCI/MSUC. While this postmeiotic repression occurs after the loss of MSUC-related proteins at the end of prophase, other histone modifications associated with transcriptional repression have by then become established.

Animals↗
PubMed2006

CHD6 is a DNA-dependent ATPase and localizes at nuclear sites of mRNA synthesis.

The CHD family of proteins comprises ATP-dependent chromatin remodeling enzymes, which combine chromodomains, with SWI2/SNF2 ATPase/helicase motifs and DNA-binding capability. In the last few years, CHD proteins have drawn increased attention, because some of them were found to form large multi-subunit complexes, involved in transcription-related events like gene activation, suppression, or histone modification. We previously described the identification of CHD6, a protein of the CHD subfamily III. In the present study, we report that CHD6 is expressed in cells of human origin and in various mouse tissues. Subcellular distribution of CHD6 is restricted to the nucleoplasm. We further show that CHD6 colocalizes with both hypo- and hyper-phosphorlylated forms of RNA polymerase II. CHD6 was found to be present at sites of mRNA synthesis and to be part of a high molecular weight complex. Moreover, we demonstrate DNA-dependent ATPase activity of CHD6.

Adenosine Triphosphatases↗
PubMed2004

Epigenetic regulation of mammalian genomic imprinting.

Imprinted genes play important roles in development, and most are clustered in large domains. Their allelic repression is regulated by 'imprinting control regions' (ICRs), which are methylated on one of the two parental alleles. Non-histone proteins and nearby sequence elements influence the establishment of this differential methylation during gametogenesis. DNA methylation, histone modifications, and also polycomb group proteins are important for the somatic maintenance of imprinting. The way ICRs regulate imprinting differs between domains. At some, the ICR constitutes an insulator that prevents promoter-enhancer interactions, when unmethylated. At other domains, non-coding RNAs could be involved, possibly by attracting chromatin-modifying complexes. The latter silencing mechanism has similarities with X-chromosome inactivation.

Animals↗
PubMed2006

The proteasome: a utility tool for transcription?

A growing body of evidence demonstrates that the components of the proteasome are involved directly and mechanistically in the regulation of gene transcription. Proteolytic activities of the proteasome are important for establishing limits for transcription, for promoting the exchange of transcription factors on chromatin, and possibly for facilitating multiple rounds of transcription initiation. Non-proteolytic activities of the proteasome are important for co-activator recruitment, transcriptional elongation, and histone modification. Here, we discuss different ways in which the proteasome can influence transcription, and argue that its unique combination of biological activities makes it ideally suited to act at multiple stages in the transcription process.

Animals↗
PubMed2006

Polycomb response elements and targeting of Polycomb group proteins in Drosophila.

Polycomb group (PcG) proteins are conserved regulatory proteins that repress transcription of particular target genes in animals and plants. Studies over the past decade have established that most PcG proteins are not classic DNA binding factors but that they exist in multisubunit protein complexes that bind to and modify chromatin. Nevertheless, PcG repression of target genes in Drosophila requires specific cis-regulatory sequences, called Polycomb response elements (PREs), and chromatin immunoprecipitation studies have shown that, in vivo, most PcG proteins are specifically bound at the PREs of target genes. However, the mechanisms by which these PcG protein complexes are recruited to PREs and how they repress transcription are still poorly understood. Recent studies challenge earlier models that invoke covalent histone modifications and chromatin binding as the key steps in the recruitment of PcG proteins to PREs. The available evidence suggests that PREs are largely devoid of nucleosomes and that PRE DNA serves as an assembly platform for many different PcG protein complexes through DNA-protein and protein-protein interactions. The emerging picture suggests that the binding and modification of chromatin by PcG proteins is needed for interaction of PRE-tethered PcG protein complexes with nucleosomes in the flanking chromatin in order to maintain a Polycomb-repressed chromatin state at promoters and coding regions of target genes.

Animals↗
PubMed2004

Comparative analysis of the mouse and human peptidylarginine deiminase gene clusters reveals highly conserved non-coding segments and a new human gene, PADI6.

Peptidylarginine deiminases (PADs) convert arginine residues in proteins into citrullines. They are suspected to be involved in multiple sclerosis and rheumatoid arthritis pathophysiology, and they play a role in epidermis homeostasis and possibly in regulation of gene expression through histone modification. In humans, four isoforms encoded by the genes PADI1-4 are known so far. We here report the characterization and comparative analysis of the human (355 kb) and mouse (240 kb) PAD gene clusters on chromosomes 1p35-36 and 4E1, respectively. We characterized an as yet unknown human PADI6 gene, and cloned the corresponding cDNA encoding a 694-amino-acid protein. RT-PCR analysis showed a rather restricted pattern of tissue-specific expression, mainly in ovary, testis and peripheral blood leukocytes. Nucleotide substitution rates suggest that PADI genes are under purifying selection. Comparative analysis of the human and mouse sequences identified 251 conserved non-coding segments predominantly clustered within the promoter regions, the large (>10 kb) first intron of each of the genes PADI1-3, and an 8 kb PADI1-2 intergenic region. The presence of numerous transcription factor binding sites suggests the segments are putative regulatory elements. This study is the first description of the human PADI6 gene and encoded protein, and the first step towards a better understanding of the coordinated regulation of PADI gene expression.

Amino Acid Sequence↗
PubMed2025

Epigenetic Regulation in Dilated Cardiomyopathy.

Dilated cardiomyopathy (DCM) is a nonischemic heart muscle disease characterized by impaired contractility, cardiac dilation, and heart failure, with both genetic and nongenetic causes. Emerging evidence highlights epigenetic mechanisms, including deoxyribonucleic acid methylation, histone modifications, chromatin remodeling, and noncoding RNAs, as critical regulators of gene expression in DCM pathogenesis. This article explores familial DCM linked to pathogenic variants in genes like lamin A/C and titin, as well as nongenetic forms such as diabetic and autoimmune DCM. By summarizing recent discoveries, it highlights the epigenetic factors in bridging genetic and environmental influences, offering potential biomarkers and therapeutic targets for improved DCM management.

Humans↗
PubMed2026

Molecular mechanisms of plant thermal response: from signal transduction and epigenetic regulation to signaling integration.

Global warming intensification elevates heat stress to one of the major threats to crop productivity. This review synthesizes recent advances in understanding the mechanisms governing plant responses to both moderate and acute heat stress, with a focus on the integration of epigenetic regulation and signaling networks that underpin thermal adaptation. This review highlights how transcription factors PHYTOCHROME-INTERACTING FACTOR 4 (PIF4, during thermomorphogenesis) and HEAT SHOCK FACTOR A1s (HSFA1s, in heat shock responses) orchestrate plant adaptive growth through crosstalk among light, circadian, and hormone signaling pathways. Importantly, epigenetic mechanisms, including histone variant H2A.Z dynamics and histone modification reprogramming, function as central regulators of thermal plasticity. Key among these processes are HSFA2-mediated chromatin remodeling and small interfering RNA (siRNA)-dependent control of transgenerational thermomemory. Despite this progress, fundamental questions persist regarding temperature sensing, HSFA1s activation dynamics, and stress signal integration. Multi-omics and synthetic biology approaches are proposed to be pivotal in deciphering conserved principles of plant thermal resilience, ultimately providing a theoretical foundation and molecular breeding strategies for climate-smart crops.

Epigenesis, Genetic↗
PubMed2006

Early effects of topoisomerase I inhibition on RNA polymerase II along transcribed genes in human cells.

We have determined the early effects of camptothecin and alpha-amanitin on genomic DNA-binding sites of RNA polymerase II (RNAPII), TATA-binding protein (TBP), DNA topoisomerase I (Top1), and histone components in human transcribed loci by chromatin-immunoprecipitation (ChIP). The two agents caused notably different alterations in active chromatin. Camptothecin induced a specific reduction of RNAPII density at promoter pause sites and histone modifications suggesting an increased chromatin accessibility. alpha-Amanitin caused an accumulation of RNAPII at transcribed genes, a reduction of TBP bound to chromatin and a less accessible chromatin structure. Interestingly, RNAPII reduction at promoter pause sites occurred within 5-10min of camptothecin treatment, and was not a response to replication-dependent DNA breaks. ChIP analyses of RNAPII along transcribed genes indicated that RNAPII levels were transiently increased at internal exons, and that camptothecin effects could be fully reversed by DRB, a cdk inhibitor. Top1 was found to be enriched in active chromatin, therefore suggesting that Top1 inhibition at the transcribed template and/or adjacent regulating regions immediately affects RNAPII at active genes. The findings are novel in vivo evidence of camptothecin effects on RNAPII bound to transcribing genomic regions, and are consistent with the hypothesis that Top1 activity can be involved in transcription regulation at the level of promoter clearance.

Amanitins↗
PubMed2007

Multiple enhancer regions located at significant distances upstream of the transcriptional start site mediate RANKL gene expression in response to 1,25-dihydroxyvitamin D3.

One of the primary regulators of receptor activator of NF-kappaB ligand (RANKL) is 1,25-dihydoxyvitamin D(3) (1,25(OH)(2)D(3)). To elucidate the mechanism whereby 1,25(OH)(2)D(3) activates RANKL expression we screened some 300kb of the RANKL gene locus using a ChIP on chip analysis and identified five potential regulatory regions lying significant distances upstream of the transcription start site (TSS), the farthest over 70kb from the TSS. A direct ChIP analysis confirmed the presence of the VDR/RXR heterodimer at these sites. The binding of the VDR was associated with histone modification and enhanced entry of RNA polymerase II, indicating an important functional consequence to the localization of these transcription factors in response to 1,25(OH)(2)D(3). The region -76kb upstream from the TSS, termed D5, was capable of mediating VDR-dependent transcriptional output in response to 1,25(OH)(2)D(3) in luciferase assays. The identified VDRE in this region was able to confer dramatic 1,25(OH)(2)D(3) sensitivity to heterologous promoters. This region was highly evolutionarily conserved and functionally active in the human RANKL gene as well. We propose that the RANKL gene is regulated via multiple enhancers that while located at significant distances from the TSS, likely form a chromatin hub centered on the RankL promoter.

Animals↗
PubMed2003

Gene silencing by the thyroid hormone receptor.

The thyroid hormone receptors (TR) are able to bind DNA and to repress transcription in the absence of thyroid hormone. This repression function is an important feature of TRs as aberrant silencing can lead to severe diseases and developmental abnormalities. TR utilizes different mechanisms to achieve repression of target genes including the recruitment of cofactors called corepressors and interference with the basal transcriptional machinery. Recent studies have revealed an important role of chromatin in TR silencing involving different histone modifications and the responsible enzymes. Furthermore, the transcriptional properties of TR depend on the type of the TR DNA-binding elements. This review will focus on the molecular basis of gene silencing by TR and diseases caused by aberrant functioning.

Animals↗
PubMed2006

Environmental and nutritional effects on the epigenetic regulation of genes.

Major efforts have been directed towards the identification of genetic mutations, their use as biomarkers, and the understanding of their consequences on human health and well-being. There is an emerging interest, however, in the possibility that environmentally-induced changes at levels other than the genetic information could have long-lasting consequences as well. This review summarises our current knowledge of how the environment, nutrition, and ageing affect the way mammalian genes are organised and transcribed, without changes in the underlying DNA sequence. Admittedly, the link between environment and epigenetics remains largely to be explored. However, recent studies indicate that environmental factors and diet can perturb the way genes are controlled by DNA methylation and covalent histone modifications. Unexpectedly, and not unlike genetic mutations, aberrant epigenetic alterations and their phenotypic effects can sometimes be passed on to the next generation.

Aging↗
PubMed2026

Genomic and epigenetic regulatory mechanisms in exercise-based rehabilitation processes: Cellular and tissue remodeling, microvascular adaptation, and circulating biomarkers.

While exercise-based rehabilitation is known to positively impact functionally related parameters, the role of genomic and epigenomic responses coordinated with cellular, extracellular matrix (ECM), mitochondrial, and microvascular adaptations remains insufficiently investigated. This narrative review summarizes mechanistic evidence linking exercise-associated mechanical, metabolic, hypoxia-redox, inflammatory, and hemodynamic stimuli with tissue remodeling and clinically relevant biomarkers. Current findings indicate that integrin-focal adhesion kinase (FAK) signaling and Hippo YAP/TAZ pathways contribute to mechanical signal transduction, cytoskeletal regulation, and gene expression, whereas metabolic adaptation, ATP homeostasis, and protein synthesis are regulated through AMPK-PGC-1α, SIRT1, and mTOR-dependent pathways. Epigenetic mechanisms, including DNA methylation, histone modifications, chromatin remodeling, and noncoding RNA regulation, further influence cell-specific responses in myofibers, satellite cells, fibro-adipogenic progenitors, endothelial cells, pericytes, and immune cells. In addition, VEGF-VEGFR2, eNOS-NO, and KLF2/KLF4 signaling, together with extracellular matrix turnover and inflammation resolution, contribute to tissue repair and microvascular adaptation during rehabilitation. Importantly, acute exercise-induced molecular responses should not be interpreted as direct evidence of sustained tissue adaptation. Circulating microRNAs, extracellular vesicles, cell-free DNA, collagen-related markers, and vascular proteins represent promising approaches for monitoring rehabilitation-related changes; however, their clinical translation remains limited by challenges related to tissue specificity, biomarker kinetics, analytical variability, and the need for standardized validation alongside structural and functional outcomes.

AMPK–PGC-1α signaling↗
PubMed2005

DNA methylation and the expanding epigenetics of T cell lineage commitment.

During their development from progenitors, lymphocytes make a series of cell fate decisions. These decisions reflect and require changes in overall programs of gene expression. To maintain cellular identity, programs of gene expression must be iterated through mitosis in a heritable manner by epigenetic processes, which include DNA methylation, methyl-CpG-binding proteins, histone modifications, transcription factors and higher order chromatin structure. Current evidence is consistent with the notion that DNA methylation acts in concert with other epigenetic processes to limit the probability of aberrant gene expression and to stabilize, rather than to initiate, cell fate decisions. In particular, DNA methylation appears to be a non-redundant repressor of CD8 expression in TCR-gammadelta T cells and Th2 cytokine expression in Th1 and CD8 T cells, and is required to enforce clonally restricted Ly49 and KIR gene expression in NK cells. However, most of our knowledge is derived from in vitro studies, and the importance of DNA methylation in memory cell lineage fidelity in vivo remains to be shown convincingly.

Animals↗
PubMed2006

Genomic DNA methylation: the mark and its mediators.

Methylation of DNA at position five of the cytosine ring occurs at most CpG dinucleotides in the mammalian genome and is essential for embryonic viability. With several of the key proteins now known, it has become possible to approach the biological significance of this epigenetic system through both biochemistry and genetics. As a result, advances have been made in our understanding of the mechanisms by which DNA methylation is targeted to specific regions of the genome and interpreted by methyl-CpG-binding proteins. Recent studies have illuminated the role of DNA methylation in controlling gene expression and have strengthened its links with histone modification and chromatin remodelling.

Animals↗
PubMed2006

Altered gene expression of transcriptional regulatory factors in tumor marker-positive cells during chemically induced hepatocarcinogenesis.

Glutathione-S-transferase placental form (GST-P) is markedly and specifically inducible in rat chemical hepatocarcinogenesis and is a reliable marker protein for pre-neoplasia. To gain insights into the molecular mechanisms at the early stage of hepatocarcinogenesis and hepatotoxicity, we investigated the gene expression profile by DNA microarray analysis. We prepared RNA from GST-P-positive foci in three individual rats and compared with normal liver sections from three individual rats, and labeled RNA was individually hybridized onto Affymetrix GeneChip Rat Expression Array 230A. DNA microarray analysis showed distinctly different profiles of dysregulated gene expression and supported the previous finding that some enzymes involved in metabolism and detoxification are overexpressed and suppressed. Here we discovered that several DNA-binding transcription factors and cofactors, including sterol-regulatory-element binding protein 1 (SREBP1) and Wilms' tumour 1 (WT1)-interacting protein, and their target genes were dysregulated in GST-P-positive foci. Moreover, genes involved in chromatin components, histone modification enzymes, and centrosome duplication were highly expressed. These genes were not previously known to be up-regulated during chemically induced hepatocarcinogenesis. DNA microarray analysis using RNA prepared from tumor marker-positive foci and control tissues provided a candidate gene link to the early stage of carcinogenesis and hepatotoxicity.

Animals↗