Juan Ouyang, Kaan Okay, Katrin Möller, Katrin Wang, Adam Davidovich, Stefán Pétursson, Tessa Pierce, Arsalan Amirfallah, Kimberley Anderson, Kasper Daniel Hansen, Hans Björnsson
{"title":"Shared transcriptional consequences of epigenetic machinery disruption in murine neuronal progenitors.","authors":"Juan Ouyang, Kaan Okay, Katrin Möller, Katrin Wang, Adam Davidovich, Stefán Pétursson, Tessa Pierce, Arsalan Amirfallah, Kimberley Anderson, Kasper Daniel Hansen, Hans Björnsson","doi":"10.1101/gr.281473.125","DOIUrl":null,"url":null,"abstract":"<p><p>The Mendelian disorders of the epigenetic machinery (MDEMs) are an emerging group of disorders which commonly involve disruption of intellect and growth. To investigate consequences of epigenetic machinery (EM) disruption during neurodevelopment, we systematically knocked out (KO) EM factors in neuronal progenitors isolated from the murine hippocampus and established a neurodifferentiation model to interrogate their functions. We then profiled gene expression and DNA methylation (DNAm) in the EM-KOs using RNA sequencing and Nanopore long-read DNA sequencing. While <i>Dnmt1</i>-KO induces extensive DNAm alterations, <i>Kmt2a</i>-KO has little effect on methylation. Nevertheless, the disruption of <i>Kmt2a</i> and <i>Dnmt1</i> produces convergent transcriptional changes. Loss of either EM factor leads to premature neuronal differentiation, partially explaining this convergence, and MYC emerges as a shared regulatory node linked to downregulation of cell cycle programs in these cells. Extending our methylation analysis to 46 EM genes, we find that loss of DNA methyltransferases induces the strongest DNAm changes, whereas other EM-KOs have subtle or negligible effects. However, clustering of EM-KOs based on promoter DNAm levels reveals three distinct EM subgroups, of which two are enriched for interactions with the DNAm machinery. Allele-specific analysis of DNAm further identifies a single differentially methylated region shared across the 46 EM-KOs, localized to the B6J allele over the <i>Zic4</i> 3'UTR. Furthermore, <i>Zic4</i> overexpression appears to maintain the neuronal progenitor state, suggesting functional relevance of this locus. Taken together, our results reveal both gene-specific and convergent transcriptional effects across diverse EM-KOs and provide novel insights into the downstream consequences of EM dysfunction.</p>","PeriodicalId":12678,"journal":{"name":"Genome research","volume":" ","pages":""},"PeriodicalIF":6.3000,"publicationDate":"2026-10-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Genome research","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.1101/gr.281473.125","RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BIOCHEMISTRY & MOLECULAR BIOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
The Mendelian disorders of the epigenetic machinery (MDEMs) are an emerging group of disorders which commonly involve disruption of intellect and growth. To investigate consequences of epigenetic machinery (EM) disruption during neurodevelopment, we systematically knocked out (KO) EM factors in neuronal progenitors isolated from the murine hippocampus and established a neurodifferentiation model to interrogate their functions. We then profiled gene expression and DNA methylation (DNAm) in the EM-KOs using RNA sequencing and Nanopore long-read DNA sequencing. While Dnmt1-KO induces extensive DNAm alterations, Kmt2a-KO has little effect on methylation. Nevertheless, the disruption of Kmt2a and Dnmt1 produces convergent transcriptional changes. Loss of either EM factor leads to premature neuronal differentiation, partially explaining this convergence, and MYC emerges as a shared regulatory node linked to downregulation of cell cycle programs in these cells. Extending our methylation analysis to 46 EM genes, we find that loss of DNA methyltransferases induces the strongest DNAm changes, whereas other EM-KOs have subtle or negligible effects. However, clustering of EM-KOs based on promoter DNAm levels reveals three distinct EM subgroups, of which two are enriched for interactions with the DNAm machinery. Allele-specific analysis of DNAm further identifies a single differentially methylated region shared across the 46 EM-KOs, localized to the B6J allele over the Zic4 3'UTR. Furthermore, Zic4 overexpression appears to maintain the neuronal progenitor state, suggesting functional relevance of this locus. Taken together, our results reveal both gene-specific and convergent transcriptional effects across diverse EM-KOs and provide novel insights into the downstream consequences of EM dysfunction.
期刊介绍:
Launched in 1995, Genome Research is an international, continuously published, peer-reviewed journal that focuses on research that provides novel insights into the genome biology of all organisms, including advances in genomic medicine.
Among the topics considered by the journal are genome structure and function, comparative genomics, molecular evolution, genome-scale quantitative and population genetics, proteomics, epigenomics, and systems biology. The journal also features exciting gene discoveries and reports of cutting-edge computational biology and high-throughput methodologies.
New data in these areas are published as research papers, or methods and resource reports that provide novel information on technologies or tools that will be of interest to a broad readership. Complete data sets are presented electronically on the journal''s web site where appropriate. The journal also provides Reviews, Perspectives, and Insight/Outlook articles, which present commentary on the latest advances published both here and elsewhere, placing such progress in its broader biological context.