Epigenetic modifications, including the regulation of histone H3 lysine 4 methylation (H3K4me2/3), play critical roles in maintaining normal tissue homeostasis and influencing the progression of cancer, including growth, invasion, metastasis, and therapeutic resistance. The demethylation of H3K4me2/3 is orchestrated by the KDM5 demethylase family, comprising KDM5A, KDM5B, KDM5C, and KDM5D. Recent studies have highlighted the pivotal role of KDM5 demethylases in mediating resistance to cancer therapies, encompassing chemoresistance, radioresistance, immune evasion, and targeted therapy resistance. This review provides a comprehensive overview of the regulatory mechanisms by which KDM5 demethylases contribute to these resistance pathways, with a focus on their molecular targets and interactions within the tumor microenvironment. Furthermore, we discuss emerging therapeutic strategies aimed at overcoming treatment resistance by targeting KDM5 demethylases. These insights provide a foundation for the development of innovative therapeutic interventions to enhance the efficacy of existing cancer treatments, offering a transformative approach to improving long-term patient survival and quality of life.
{"title":"Roles of KDM5 demethylases in therapeutic resistance of cancers.","authors":"Xiaobo Chen, Manjun Chen, Xingkun Gu, Qinghua Zhou, Yunping Zhao, Yanlong Yang, Hongwei Zhang, Xudong Yang","doi":"10.1186/s13072-025-00624-3","DOIUrl":"10.1186/s13072-025-00624-3","url":null,"abstract":"<p><p>Epigenetic modifications, including the regulation of histone H3 lysine 4 methylation (H3K4me2/3), play critical roles in maintaining normal tissue homeostasis and influencing the progression of cancer, including growth, invasion, metastasis, and therapeutic resistance. The demethylation of H3K4me2/3 is orchestrated by the KDM5 demethylase family, comprising KDM5A, KDM5B, KDM5C, and KDM5D. Recent studies have highlighted the pivotal role of KDM5 demethylases in mediating resistance to cancer therapies, encompassing chemoresistance, radioresistance, immune evasion, and targeted therapy resistance. This review provides a comprehensive overview of the regulatory mechanisms by which KDM5 demethylases contribute to these resistance pathways, with a focus on their molecular targets and interactions within the tumor microenvironment. Furthermore, we discuss emerging therapeutic strategies aimed at overcoming treatment resistance by targeting KDM5 demethylases. These insights provide a foundation for the development of innovative therapeutic interventions to enhance the efficacy of existing cancer treatments, offering a transformative approach to improving long-term patient survival and quality of life.</p>","PeriodicalId":49253,"journal":{"name":"Epigenetics & Chromatin","volume":"18 1","pages":"61"},"PeriodicalIF":3.5,"publicationDate":"2025-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12465163/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145179880","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-09-26DOI: 10.1186/s13072-025-00625-2
Omar A Payán Parra, Ziyu Zhao, Tomoko Yamada, Yue Yang
Background: Proper control of gene expression is important for the development and functions of neurons in the brain. The three-dimensional organization of the genome facilitates gene expression by regulating interactions between gene promoters and their enhancers. Notably, the cohesin complex drives genome folding through loop extrusion, thereby increasing promoter-enhancer interactions. Although cohesin's roles have been well-characterized in proliferating cells and cultured developing neurons, its functions in nuclear organization and gene transcription in mature mammalian brain neurons in vivo remain incompletely understood.
Results: To investigate cohesin's functions in the brain, we induced the conditional knockout of the core cohesin subunit RAD21 specifically in cerebellar granule neurons during late development or in adulthood. We then performed RNA-seq and Hi-C approaches to determine the effects of RAD21 depletion on gene expression and 3D genome organization. We found that cohesin was required for the expression of genes that become active in mature granule neurons, and this was linked to its functions in increasing local genomic interactions that bring target gene promoters into spatial proximity with their enhancers. Moreover, for target genes with distal intergenic enhancers, cohesin also maintained those intergenic enhancers within the transcriptionally active A compartment.
Conclusions: Our results reveal the essential functions of cohesin in gene transcription by regulating genome folding across multiple length scales in cerebellar granule neurons. Its roles in orchestrating both local and compartment-level genomic interactions highlight the additional layers of regulation for genes selectively expressed in mature post-mitotic neurons in vivo.
{"title":"Cohesin regulation of genome organization in mature granule neurons in the mouse cerebellum.","authors":"Omar A Payán Parra, Ziyu Zhao, Tomoko Yamada, Yue Yang","doi":"10.1186/s13072-025-00625-2","DOIUrl":"10.1186/s13072-025-00625-2","url":null,"abstract":"<p><strong>Background: </strong>Proper control of gene expression is important for the development and functions of neurons in the brain. The three-dimensional organization of the genome facilitates gene expression by regulating interactions between gene promoters and their enhancers. Notably, the cohesin complex drives genome folding through loop extrusion, thereby increasing promoter-enhancer interactions. Although cohesin's roles have been well-characterized in proliferating cells and cultured developing neurons, its functions in nuclear organization and gene transcription in mature mammalian brain neurons in vivo remain incompletely understood.</p><p><strong>Results: </strong>To investigate cohesin's functions in the brain, we induced the conditional knockout of the core cohesin subunit RAD21 specifically in cerebellar granule neurons during late development or in adulthood. We then performed RNA-seq and Hi-C approaches to determine the effects of RAD21 depletion on gene expression and 3D genome organization. We found that cohesin was required for the expression of genes that become active in mature granule neurons, and this was linked to its functions in increasing local genomic interactions that bring target gene promoters into spatial proximity with their enhancers. Moreover, for target genes with distal intergenic enhancers, cohesin also maintained those intergenic enhancers within the transcriptionally active A compartment.</p><p><strong>Conclusions: </strong>Our results reveal the essential functions of cohesin in gene transcription by regulating genome folding across multiple length scales in cerebellar granule neurons. Its roles in orchestrating both local and compartment-level genomic interactions highlight the additional layers of regulation for genes selectively expressed in mature post-mitotic neurons in vivo.</p>","PeriodicalId":49253,"journal":{"name":"Epigenetics & Chromatin","volume":"18 1","pages":"60"},"PeriodicalIF":3.5,"publicationDate":"2025-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12465447/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145179953","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-09-12DOI: 10.1186/s13072-025-00626-1
Kevin George, Kerstin Neininger, Anna Elizabeth Schmitz, Jörn Walter, Volkhard Helms
DNA-methylation is a key epigenetic mark in chromatin that attenuates chromatin accessibility during transcription, implying a crucial role in gene regulation. Its symmetrical distribution and function is thought to be linked to the periodicity of the DNA helix and the positioning of DNA wrapped around the nucleosome. Epigenomic data suggest that DNA methyltransferases (DNMTs) can methylate DNA when wrapped around a histone octamer. Yet, how this is precisely linked to positioning and periodicity is yet to be elucidated. It has been hypothesized that the observed methylation patterns may be related to the changing accessibility of nucleosome-bound DNA to DNMTs. Here, incorporating NOMe-Seq data, which simultaneously measures nucleosome positioning and DNA methylation at CpG sites across the genome, the interaction of DNMT1 with nucleosomal DNA could be mechanistically modeled and compared to hypothesized dependencies. Furthermore, X-ray structures of DNMT1 were superimposed onto those of nucleosome core complexes at base resolution to determine which histone-bound DNA positions would be sterically accessible or inaccessible to DNMTs. Statistical comparison with experimental NOMe-Seq data revealed that structurally computed DNA accessibility scores can indeed explain DNA methylation patterns in actively transcribed regions with positioned high nucleosome density.
{"title":"Structural DNMT-nucleosome contacts are related to DNA methylation patterns.","authors":"Kevin George, Kerstin Neininger, Anna Elizabeth Schmitz, Jörn Walter, Volkhard Helms","doi":"10.1186/s13072-025-00626-1","DOIUrl":"10.1186/s13072-025-00626-1","url":null,"abstract":"<p><p>DNA-methylation is a key epigenetic mark in chromatin that attenuates chromatin accessibility during transcription, implying a crucial role in gene regulation. Its symmetrical distribution and function is thought to be linked to the periodicity of the DNA helix and the positioning of DNA wrapped around the nucleosome. Epigenomic data suggest that DNA methyltransferases (DNMTs) can methylate DNA when wrapped around a histone octamer. Yet, how this is precisely linked to positioning and periodicity is yet to be elucidated. It has been hypothesized that the observed methylation patterns may be related to the changing accessibility of nucleosome-bound DNA to DNMTs. Here, incorporating NOMe-Seq data, which simultaneously measures nucleosome positioning and DNA methylation at CpG sites across the genome, the interaction of DNMT1 with nucleosomal DNA could be mechanistically modeled and compared to hypothesized dependencies. Furthermore, X-ray structures of DNMT1 were superimposed onto those of nucleosome core complexes at base resolution to determine which histone-bound DNA positions would be sterically accessible or inaccessible to DNMTs. Statistical comparison with experimental NOMe-Seq data revealed that structurally computed DNA accessibility scores can indeed explain DNA methylation patterns in actively transcribed regions with positioned high nucleosome density.</p>","PeriodicalId":49253,"journal":{"name":"Epigenetics & Chromatin","volume":"18 1","pages":"59"},"PeriodicalIF":3.5,"publicationDate":"2025-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12427118/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145042060","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-08-25DOI: 10.1186/s13072-025-00623-4
Thomas Fuhrmann, Nicholas Shukeir, Reagan W Ching, Galina Erikson, Yuan Dou, Zoe Sawitzki, Megumi Onishi-Seebacher, Carmen Galan, Thomas Jenuwein
Mouse heterochromatin is characterized by A/T-rich, 234 bp DNA repeat arrays, called major satellite repeats (MSR). We investigated MSR expression in response to a variety of stress conditions by using small molecule compounds. We identified the isoflavone genistein to selectively stimulate MSR transcription, but not that of other DNA repeat elements. Genistein is a natural compound that is frequently used in dietary supplements and has been associated with reducing cancer risk. A 24 h exposure of mouse embryonic fibroblasts (MEF) to genistein results in a more than 100-fold induction of MSR transcripts. This up-regulation depends on the activity of RNA polymerase II and requires a cycling G1 cell population. Blocking the cell cycle at the G2/M stage significantly attenuates genistein-mediated stimulation of MSR transcription. Mechanistically, DNA topoisomerase poisons phenocopy the genistein-dependent up-regulation of MSR expression. Together, these data suggest that MSR transcriptional response is guided by an altered topology of the underlying A/T-rich MSR DNA repeat arrays and reveal a novel function for genistein that may contribute to the anticancer properties of this natural compound.
{"title":"The isoflavone genistein selectively stimulates major satellite repeat transcription in mouse heterochromatin.","authors":"Thomas Fuhrmann, Nicholas Shukeir, Reagan W Ching, Galina Erikson, Yuan Dou, Zoe Sawitzki, Megumi Onishi-Seebacher, Carmen Galan, Thomas Jenuwein","doi":"10.1186/s13072-025-00623-4","DOIUrl":"https://doi.org/10.1186/s13072-025-00623-4","url":null,"abstract":"<p><p>Mouse heterochromatin is characterized by A/T-rich, 234 bp DNA repeat arrays, called major satellite repeats (MSR). We investigated MSR expression in response to a variety of stress conditions by using small molecule compounds. We identified the isoflavone genistein to selectively stimulate MSR transcription, but not that of other DNA repeat elements. Genistein is a natural compound that is frequently used in dietary supplements and has been associated with reducing cancer risk. A 24 h exposure of mouse embryonic fibroblasts (MEF) to genistein results in a more than 100-fold induction of MSR transcripts. This up-regulation depends on the activity of RNA polymerase II and requires a cycling G1 cell population. Blocking the cell cycle at the G2/M stage significantly attenuates genistein-mediated stimulation of MSR transcription. Mechanistically, DNA topoisomerase poisons phenocopy the genistein-dependent up-regulation of MSR expression. Together, these data suggest that MSR transcriptional response is guided by an altered topology of the underlying A/T-rich MSR DNA repeat arrays and reveal a novel function for genistein that may contribute to the anticancer properties of this natural compound.</p>","PeriodicalId":49253,"journal":{"name":"Epigenetics & Chromatin","volume":"18 1","pages":"58"},"PeriodicalIF":3.5,"publicationDate":"2025-08-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12376718/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144976175","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-08-25DOI: 10.1186/s13072-025-00616-3
Ana Regina de Abreu, Joe Ibrahim, Vasileios Lemonidis, Ligia Mateiu, Guy Van Camp, Ken Op de Beeck
Background: DNA methylation is an epigenetic mechanism involved in gene regulation and cellular differentiation. Accurate and comprehensive assessment of DNA methylation patterns is thus essential for understanding their role in various biological processes and disease mechanisms. Bisulfite sequencing has long been the default method for analyzing methylation marks due to its single-base resolution, but the associated DNA degradation poses a concern. Although several methods have been proposed to circumvent this issue, there is no clear consensus on which method might be better suited for specific study designs.
Results: We conducted a comparative evaluation of four DNA methylation detection approaches: whole-genome bisulfite sequencing (WGBS), Illumina methylation microarray (EPIC), enzymatic methyl-sequencing (EM-seq) and third-generation sequencing by Oxford Nanopore Technologies (ONT). DNA methylation profiles were assessed across three human genome samples derived from tissue, cell line, and whole blood. We systematically compared these methods in terms of resolution, genomic coverage, methylation calling accuracy, cost, time, and practical implementation. EM-seq showed the highest concordance with WGBS, indicating strong reliability due to their similar sequencing chemistry. ONT sequencing, while showing lower agreement with WGBS and EM-seq, captured certain loci uniquely and enabled methylation detection in challenging genomic regions. Despite a substantial overlap in CpG detection among methods, each method identified unique CpG sites, emphasizing their complementary nature.
Conclusions: Our findings underscore the strengths and limitations of current DNA methylation detection methods. EM-seq and ONT emerge as robust alternatives to WGBS and EPIC, offering unique advantages: EM-seq delivers consistent and uniform coverage, while ONT excels in long-range methylation profiling and access to challenging genomic regions. These insights provide practical guidance for method selection based on specific experimental goals.
{"title":"Comparison of current methods for genome-wide DNA methylation profiling.","authors":"Ana Regina de Abreu, Joe Ibrahim, Vasileios Lemonidis, Ligia Mateiu, Guy Van Camp, Ken Op de Beeck","doi":"10.1186/s13072-025-00616-3","DOIUrl":"https://doi.org/10.1186/s13072-025-00616-3","url":null,"abstract":"<p><strong>Background: </strong>DNA methylation is an epigenetic mechanism involved in gene regulation and cellular differentiation. Accurate and comprehensive assessment of DNA methylation patterns is thus essential for understanding their role in various biological processes and disease mechanisms. Bisulfite sequencing has long been the default method for analyzing methylation marks due to its single-base resolution, but the associated DNA degradation poses a concern. Although several methods have been proposed to circumvent this issue, there is no clear consensus on which method might be better suited for specific study designs.</p><p><strong>Results: </strong>We conducted a comparative evaluation of four DNA methylation detection approaches: whole-genome bisulfite sequencing (WGBS), Illumina methylation microarray (EPIC), enzymatic methyl-sequencing (EM-seq) and third-generation sequencing by Oxford Nanopore Technologies (ONT). DNA methylation profiles were assessed across three human genome samples derived from tissue, cell line, and whole blood. We systematically compared these methods in terms of resolution, genomic coverage, methylation calling accuracy, cost, time, and practical implementation. EM-seq showed the highest concordance with WGBS, indicating strong reliability due to their similar sequencing chemistry. ONT sequencing, while showing lower agreement with WGBS and EM-seq, captured certain loci uniquely and enabled methylation detection in challenging genomic regions. Despite a substantial overlap in CpG detection among methods, each method identified unique CpG sites, emphasizing their complementary nature.</p><p><strong>Conclusions: </strong>Our findings underscore the strengths and limitations of current DNA methylation detection methods. EM-seq and ONT emerge as robust alternatives to WGBS and EPIC, offering unique advantages: EM-seq delivers consistent and uniform coverage, while ONT excels in long-range methylation profiling and access to challenging genomic regions. These insights provide practical guidance for method selection based on specific experimental goals.</p>","PeriodicalId":49253,"journal":{"name":"Epigenetics & Chromatin","volume":"18 1","pages":"57"},"PeriodicalIF":3.5,"publicationDate":"2025-08-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12376410/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144976200","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-08-20DOI: 10.1186/s13072-025-00621-6
Marko Tomljanović, Cita Hanif Muflihah, Dejan Rajkovski, Pawel Mikulski
The memory of gene expression states, active or repressive, is a fundamental biological concept as it controls cell fate in development, immunity and abiotic stress responses. Such memory is maintained through cell division as a cornerstone of epigenetics. Cell division poses a threat to the stability of epigenetic memory as memory-encoding factors become diluted between daughter cells. Thus, long-term epigenetic memory must depend on the feedback loops to sustain it over cell generations.Despite a widespread presence and fundamental importance, maintenance mechanisms of epigenetic memory are far from being clear. Here, we summarize present knowledge about feedback loops that allow maintenance of epigenetic information. We describe conceptually distinct, cis- and trans-, feedback loops, which rely on local, read-write propagation mechanisms or regulatory loops of diffusible factors, respectively. Furthermore, we provide cases of their frequent coupling in epigenetic systems in cells and synthesize current challenges in understanding feedback mechanisms. Overall, we believe this review to benefit the scientific community in bringing a holistic perspective on such fundamental biological phenomenon.
{"title":"The epigenetic circle: feedback loops in the maintenance of cellular memory.","authors":"Marko Tomljanović, Cita Hanif Muflihah, Dejan Rajkovski, Pawel Mikulski","doi":"10.1186/s13072-025-00621-6","DOIUrl":"10.1186/s13072-025-00621-6","url":null,"abstract":"<p><p>The memory of gene expression states, active or repressive, is a fundamental biological concept as it controls cell fate in development, immunity and abiotic stress responses. Such memory is maintained through cell division as a cornerstone of epigenetics. Cell division poses a threat to the stability of epigenetic memory as memory-encoding factors become diluted between daughter cells. Thus, long-term epigenetic memory must depend on the feedback loops to sustain it over cell generations.Despite a widespread presence and fundamental importance, maintenance mechanisms of epigenetic memory are far from being clear. Here, we summarize present knowledge about feedback loops that allow maintenance of epigenetic information. We describe conceptually distinct, cis- and trans-, feedback loops, which rely on local, read-write propagation mechanisms or regulatory loops of diffusible factors, respectively. Furthermore, we provide cases of their frequent coupling in epigenetic systems in cells and synthesize current challenges in understanding feedback mechanisms. Overall, we believe this review to benefit the scientific community in bringing a holistic perspective on such fundamental biological phenomenon.</p>","PeriodicalId":49253,"journal":{"name":"Epigenetics & Chromatin","volume":"18 1","pages":"56"},"PeriodicalIF":3.5,"publicationDate":"2025-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12366239/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144884172","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-08-12DOI: 10.1186/s13072-025-00618-1
Paul Salnikov, Polina Belokopytova, Alexandra Yan, Emil Viesná, Alexey Korablev, Irina Serova, Varvara Lukyanchikova, Yana Stepanchuk, Nikita Torgunakov, Savelii Tikhomirov, Veniamin Fishman
Background: Topologically associating domains (TADs) are believed to play a role in the regulation of gene expression by constraining or guiding interactions between the regulatory elements. While the impact of TAD perturbations is typically studied in developmental genes with highly cell-type-specific expression patterns, this study examines genes with broad expression profiles separated by a strong insulator boundary. We focused on the mouse Slc29a3/Unc5b locus, which encompasses two distinct TADs containing ubiquitously expressed and essential for viability genes. We disrupted the CTCF-boundary between these TADs and analyzed the resulting changes in gene expression.
Results: Deletion of four CTCF binding sites at the TAD boundary altered local chromatin architecture, abolishing pre‑existing loops and creating novel long‑range interactions that spanned the original TAD boundary. Using UMI-assisted targeted RNA-seq we evaluated transcriptional changes of Unc5b, Slc29a3, Psap, Vsir, Cdh23, and Sgpl1 across various organs. We found that TAD boundary disruption led to variable transcriptional responses, where not only the magnitude but also the direction of gene expression changes were tissue-specific. Current hypotheses on genome architecture function, such as enhancer competition and hijacking, as well as genomic deep learning models, only partially explain these transcriptional changes, highlighting the need for further investigation into the mechanisms underlying TAD function and gene regulation.
Conclusions: Disrupting the insulator element between broadly expressed genes resulted in moderate, tissue-dependent transcriptional alterations, rather than uniformly activating or silencing the target genes. These findings show that TAD boundaries contribute to context‑specific regulation even at housekeeping loci and underscore the need for refined models to predict the effects of non‑coding structural variants.
{"title":"Direction and modality of transcription changes caused by TAD boundary disruption in Slc29a3/Unc5b locus depends on tissue-specific epigenetic context.","authors":"Paul Salnikov, Polina Belokopytova, Alexandra Yan, Emil Viesná, Alexey Korablev, Irina Serova, Varvara Lukyanchikova, Yana Stepanchuk, Nikita Torgunakov, Savelii Tikhomirov, Veniamin Fishman","doi":"10.1186/s13072-025-00618-1","DOIUrl":"10.1186/s13072-025-00618-1","url":null,"abstract":"<p><strong>Background: </strong>Topologically associating domains (TADs) are believed to play a role in the regulation of gene expression by constraining or guiding interactions between the regulatory elements. While the impact of TAD perturbations is typically studied in developmental genes with highly cell-type-specific expression patterns, this study examines genes with broad expression profiles separated by a strong insulator boundary. We focused on the mouse Slc29a3/Unc5b locus, which encompasses two distinct TADs containing ubiquitously expressed and essential for viability genes. We disrupted the CTCF-boundary between these TADs and analyzed the resulting changes in gene expression.</p><p><strong>Results: </strong>Deletion of four CTCF binding sites at the TAD boundary altered local chromatin architecture, abolishing pre‑existing loops and creating novel long‑range interactions that spanned the original TAD boundary. Using UMI-assisted targeted RNA-seq we evaluated transcriptional changes of Unc5b, Slc29a3, Psap, Vsir, Cdh23, and Sgpl1 across various organs. We found that TAD boundary disruption led to variable transcriptional responses, where not only the magnitude but also the direction of gene expression changes were tissue-specific. Current hypotheses on genome architecture function, such as enhancer competition and hijacking, as well as genomic deep learning models, only partially explain these transcriptional changes, highlighting the need for further investigation into the mechanisms underlying TAD function and gene regulation.</p><p><strong>Conclusions: </strong>Disrupting the insulator element between broadly expressed genes resulted in moderate, tissue-dependent transcriptional alterations, rather than uniformly activating or silencing the target genes. These findings show that TAD boundaries contribute to context‑specific regulation even at housekeeping loci and underscore the need for refined models to predict the effects of non‑coding structural variants.</p>","PeriodicalId":49253,"journal":{"name":"Epigenetics & Chromatin","volume":"18 1","pages":"55"},"PeriodicalIF":3.5,"publicationDate":"2025-08-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12341078/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144838398","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Introduction: Skeletal muscle stem cells (MuSCs) have strong regenerative abilities, but as we age, their ability to regenerate decreases, leading to a decline in muscle function. Although the methylation reprogramming of super-enhancers (SEs) plays a pivotal role in regulating gene expression associated with the aging process, our understanding of the molecular diversity of stem cells during aging remains limited. This study aimed to identify the methylation profile of SEs in MuSCs and explore potential therapeutic molecular targets associated with aging.
Methods: The ROSE software was employed to identify super enhancers from the ChIP-seq data obtained from the ENCODE database. Additionally, the ALLCools and Methylpy packages were applied to analyze the methylation profile of SEs and to identify differentially methylated regions (DMRs) between aged and control samples using single-cell bisulfite sequencing (scBS-seq) data from the Gene Expression Omnibus (GEO) database. Overlap analysis was used to assess the regions of SEs and DMRs. The target genes and motifs were analyzed using KEGG, GO, and HOMER to identify key biological pathways and functions, followed by validation through snATAC-seq and immunofluorescence techniques.
Results: In conclusion, we conducted a multi-omics and cross-species analysis of MuSCs, creating a detailed methylation profile of SEs during aging. We identified key motifs and genes affected by SE methylation reprogramming, revealing important molecular pathways involved in aging. Notably, further analysis of the key gene PLXND1 revealed a decreasing expression trend in aged MuSCs, which appears to be linked to the hypermethylation of SE Rank 869. This epigenetic alteration is likely to contribute to the dysregulation of the SEMA3 signaling pathway, with profound implications for muscle regeneration in MuSCs during aging.
Conclusion: These findings suggest that epigenetic alterations in the methylation reprogramming of SEs are closely linked to the disruption of transcriptional networks during MuSCs aging. Moreover, our results offer valuable insights into the mechanisms driving SE methylation reprogramming, shedding light on how these epigenetic changes contribute to the molecular processes underlying aging.
骨骼肌干细胞(musc)具有很强的再生能力,但随着年龄的增长,其再生能力下降,导致肌肉功能下降。尽管超级增强子(SEs)的甲基化重编程在调节与衰老过程相关的基因表达中起着关键作用,但我们对衰老过程中干细胞分子多样性的了解仍然有限。本研究旨在确定MuSCs中SEs的甲基化谱,并探索与衰老相关的潜在治疗分子靶点。方法:采用ROSE软件从ENCODE数据库中获取的ChIP-seq数据中鉴定超级增强子。此外,使用allcooling和Methylpy包分析se的甲基化谱,并使用来自Gene Expression Omnibus (GEO)数据库的单细胞亚硫酸盐测序(scBS-seq)数据识别老化样品和对照样品之间的差异甲基化区域(DMRs)。使用重叠分析评估se和DMRs的区域。使用KEGG、GO和HOMER分析靶基因和基序以确定关键的生物学途径和功能,然后通过snATAC-seq和免疫荧光技术进行验证。结果:总之,我们对MuSCs进行了多组学和跨物种分析,建立了衰老过程中SEs的详细甲基化谱。我们确定了受SE甲基化重编程影响的关键基序和基因,揭示了参与衰老的重要分子途径。值得注意的是,对关键基因PLXND1的进一步分析显示,在衰老的musc中,PLXND1的表达呈下降趋势,这似乎与SE Rank 869的高甲基化有关。这种表观遗传改变可能导致SEMA3信号通路的失调,对衰老过程中musc的肌肉再生具有深远的影响。结论:这些发现表明,在musc衰老过程中,se甲基化重编程的表观遗传改变与转录网络的破坏密切相关。此外,我们的研究结果为驱动SE甲基化重编程的机制提供了有价值的见解,揭示了这些表观遗传变化如何促进衰老的分子过程。
{"title":"Multi-omic integration of single-cell data uncovers methylation profiles of super-enhancers in skeletal muscle stem cells.","authors":"Anyu Zeng, Hailong Liu, Shuling He, Xuming Luo, Zhiqi Zhang, Ming Fu, Baoxi Yu","doi":"10.1186/s13072-025-00619-0","DOIUrl":"10.1186/s13072-025-00619-0","url":null,"abstract":"<p><strong>Introduction: </strong>Skeletal muscle stem cells (MuSCs) have strong regenerative abilities, but as we age, their ability to regenerate decreases, leading to a decline in muscle function. Although the methylation reprogramming of super-enhancers (SEs) plays a pivotal role in regulating gene expression associated with the aging process, our understanding of the molecular diversity of stem cells during aging remains limited. This study aimed to identify the methylation profile of SEs in MuSCs and explore potential therapeutic molecular targets associated with aging.</p><p><strong>Methods: </strong>The ROSE software was employed to identify super enhancers from the ChIP-seq data obtained from the ENCODE database. Additionally, the ALLCools and Methylpy packages were applied to analyze the methylation profile of SEs and to identify differentially methylated regions (DMRs) between aged and control samples using single-cell bisulfite sequencing (scBS-seq) data from the Gene Expression Omnibus (GEO) database. Overlap analysis was used to assess the regions of SEs and DMRs. The target genes and motifs were analyzed using KEGG, GO, and HOMER to identify key biological pathways and functions, followed by validation through snATAC-seq and immunofluorescence techniques.</p><p><strong>Results: </strong>In conclusion, we conducted a multi-omics and cross-species analysis of MuSCs, creating a detailed methylation profile of SEs during aging. We identified key motifs and genes affected by SE methylation reprogramming, revealing important molecular pathways involved in aging. Notably, further analysis of the key gene PLXND1 revealed a decreasing expression trend in aged MuSCs, which appears to be linked to the hypermethylation of SE Rank 869. This epigenetic alteration is likely to contribute to the dysregulation of the SEMA3 signaling pathway, with profound implications for muscle regeneration in MuSCs during aging.</p><p><strong>Conclusion: </strong>These findings suggest that epigenetic alterations in the methylation reprogramming of SEs are closely linked to the disruption of transcriptional networks during MuSCs aging. Moreover, our results offer valuable insights into the mechanisms driving SE methylation reprogramming, shedding light on how these epigenetic changes contribute to the molecular processes underlying aging.</p>","PeriodicalId":49253,"journal":{"name":"Epigenetics & Chromatin","volume":"18 1","pages":"54"},"PeriodicalIF":3.5,"publicationDate":"2025-08-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12337566/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144823015","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-08-11DOI: 10.1186/s13072-025-00617-2
Abdur Rahim, Brian L Ruis, Andrew T Rajczewski, Monica E Kruk, Natalia Y Tretyakova
Background: Ten-Eleven Translocation (TET1-3) dioxygenases oxidize 5-methylcytosine (5mC) in DNA to generate 5-hydroxymethylcytosine (5hmC), 5-formylcytosine (5fC), and 5-carboxylcytosine (5caC), initiating DNA demethylation. Since their discovery in 2009, there have been contradictory reports regarding the roles of TET proteins in cancer. TET genes have been characterized as tumor suppressors because their expression levels are reduced in many human cancers including lymphoma, prostate, and pancreas, and TET2 gene mutations are common in hematological cancers. In contrast, TET1 was recently reported to be overexpressed in triple negative breast cancer and to act as a protooncogene in lung cancer.
Results: In the present study, we employed genetic approaches to directly address the function of TET1 protein in lung adenocarcinoma. We found that overexpression (OE) of TET1 in human lung adenocarcinoma (H441, H1975) cells decreased their proliferation and inhibited colony formation, cell migration, and 3D spheroid tumorigenesis. In contrast, TET1 knockout (KO) accelerated lung adenocarcinoma cell growth and promoted colony formation, cell migration, and 3D spheroid tumorigenesis. Transcriptomics and proteomics analyses revealed that TET1 overexpression was associated with increased prevalence of immune markers, primarily via activation of the TNF and NF-kB signaling pathways. Conversely, TET1 knockout in lung adenocarcinoma cells induced the expression of genes involved in cellular metabolism and cell growth.
Conclusions: Our results are consistent with tumor suppressor role of TET1 gene in lung adenocarcinoma cells (H441, H1975) and reveal its possible role in activating antitumor immunity.
{"title":"TET1 functions as a tumor suppressor in lung adenocarcinoma through epigenetic remodeling and immune modulation.","authors":"Abdur Rahim, Brian L Ruis, Andrew T Rajczewski, Monica E Kruk, Natalia Y Tretyakova","doi":"10.1186/s13072-025-00617-2","DOIUrl":"10.1186/s13072-025-00617-2","url":null,"abstract":"<p><strong>Background: </strong>Ten-Eleven Translocation (TET1-3) dioxygenases oxidize 5-methylcytosine (5mC) in DNA to generate 5-hydroxymethylcytosine (5hmC), 5-formylcytosine (5fC), and 5-carboxylcytosine (5caC), initiating DNA demethylation. Since their discovery in 2009, there have been contradictory reports regarding the roles of TET proteins in cancer. TET genes have been characterized as tumor suppressors because their expression levels are reduced in many human cancers including lymphoma, prostate, and pancreas, and TET2 gene mutations are common in hematological cancers. In contrast, TET1 was recently reported to be overexpressed in triple negative breast cancer and to act as a protooncogene in lung cancer.</p><p><strong>Results: </strong>In the present study, we employed genetic approaches to directly address the function of TET1 protein in lung adenocarcinoma. We found that overexpression (OE) of TET1 in human lung adenocarcinoma (H441, H1975) cells decreased their proliferation and inhibited colony formation, cell migration, and 3D spheroid tumorigenesis. In contrast, TET1 knockout (KO) accelerated lung adenocarcinoma cell growth and promoted colony formation, cell migration, and 3D spheroid tumorigenesis. Transcriptomics and proteomics analyses revealed that TET1 overexpression was associated with increased prevalence of immune markers, primarily via activation of the TNF and NF-kB signaling pathways. Conversely, TET1 knockout in lung adenocarcinoma cells induced the expression of genes involved in cellular metabolism and cell growth.</p><p><strong>Conclusions: </strong>Our results are consistent with tumor suppressor role of TET1 gene in lung adenocarcinoma cells (H441, H1975) and reveal its possible role in activating antitumor immunity.</p>","PeriodicalId":49253,"journal":{"name":"Epigenetics & Chromatin","volume":"18 1","pages":"53"},"PeriodicalIF":3.5,"publicationDate":"2025-08-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12337569/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144823033","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Morphogenesis and development of hair follicle fundamentally depend on the interaction between the epidermis and dermis, with dermal papilla cells (DPCs) playing a critical role in these processes. H3K4me3, one of the key histone modifications, is essential for coordinating gene expression. However, the epigenetic modification profile of H3K4me3 in cashmere goat DPCs and its mechanism of action in hair follicle development remain unexplored. In this study, the apparent regulation map of H3K4me3 was drawn by CUT&Tag technology. DPCs were exogenously treated with the H3K4me3 inhibitor BCL-121 and the agonist PBIT. Functional experiment results showed that increasing H3K4me3 levels significantly enhanced the proliferation capacity of DPCs and promoted the expression of Wnt signaling pathway-related genes. Subsequently, the regulatory mechanism of H3K4me3 was explored, and the differentially expressed gene RSPO3 in the embryonic stage regulated by H3K4me3 was screened through CUT&Tag and RNA-seq correlation analysis. Functional studies demonstrated that RSPO3 could promote DPCs proliferation, inhibit apoptosis, and increase the expression of genes related to the Wnt signaling pathway. In summary, our findings indicated that H3K4me3 regulates the transcription of RSPO3 in DPCs, which would lay the foundation for the molecular mechanism of hair follicle development.
{"title":"H3K4me3 regulates the transcription of RSPO3 in dermal papilla cells to influence hair follicle morphogenesis and development.","authors":"Zhenyu Zhong, Kangkang Bai, Zhihao Song, Mengxue Yang, Minghao Li, Shanhe Wang, Xin Wang","doi":"10.1186/s13072-025-00611-8","DOIUrl":"10.1186/s13072-025-00611-8","url":null,"abstract":"<p><p>Morphogenesis and development of hair follicle fundamentally depend on the interaction between the epidermis and dermis, with dermal papilla cells (DPCs) playing a critical role in these processes. H3K4me3, one of the key histone modifications, is essential for coordinating gene expression. However, the epigenetic modification profile of H3K4me3 in cashmere goat DPCs and its mechanism of action in hair follicle development remain unexplored. In this study, the apparent regulation map of H3K4me3 was drawn by CUT&Tag technology. DPCs were exogenously treated with the H3K4me3 inhibitor BCL-121 and the agonist PBIT. Functional experiment results showed that increasing H3K4me3 levels significantly enhanced the proliferation capacity of DPCs and promoted the expression of Wnt signaling pathway-related genes. Subsequently, the regulatory mechanism of H3K4me3 was explored, and the differentially expressed gene RSPO3 in the embryonic stage regulated by H3K4me3 was screened through CUT&Tag and RNA-seq correlation analysis. Functional studies demonstrated that RSPO3 could promote DPCs proliferation, inhibit apoptosis, and increase the expression of genes related to the Wnt signaling pathway. In summary, our findings indicated that H3K4me3 regulates the transcription of RSPO3 in DPCs, which would lay the foundation for the molecular mechanism of hair follicle development.</p>","PeriodicalId":49253,"journal":{"name":"Epigenetics & Chromatin","volume":"18 1","pages":"52"},"PeriodicalIF":3.5,"publicationDate":"2025-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12333257/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144800723","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}