ArticleBiological research2023
DNA methylation analysis identifies key transcription factors involved in mesenchymal stem cell osteogenic differentiation.
Article in Biological research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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Who cites it
9 citing papers in PubMed, 8 citations in OpenAlex.
- KDM6B/Pdk1 glycolytic pathway-driven ZEB2 lactylation promotes cellular cementum formation.International journal of oral science · 2026Article
- Molecular mechanisms and translational prospects in osteoporosis.Frontiers in endocrinology · 2026Review
- PRC2-Related Epigenetic Age Acceleration in Acute Myeloid Leukemia with DNMT3A and IDH2 Mutations.Advanced biology · 2026Article
- Hurdles to overcome for mesenchymal stem cell translation from bench to bedside.World journal of stem cells · 2025Review
- Epithelial-to-mesenchymal transition transcription factors: New strategies for mesenchymal tissue regeneration.Cytokine & growth factor reviews · 2025Review
- Molecular age prediction using skull bone samples from individuals with and without signs of decomposition: a multivariate approach combining analysis of posttranslational protein modifications and DNA methylation.International journal of legal medicine · 2025Article
- Dynamics of DNA methylation during osteogenic differentiation of porcine synovial membrane mesenchymal stem cells from two metabolically distinct breeds.Epigenetics · 2024Article
- Obesity and lipid metabolism in the development of osteoporosis (Review).International journal of molecular medicine · 2024Review
- DNA Methylation Analysis Reveals Potential Mechanism in Takifugu rubripes Against Cryptocaryon irritans Infection.Marine biotechnology (New York, N.Y.) · 2024Article
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Authors and funding
7 authors at 4 institutions in 2 countries.
Funding
Abstract
backgroundKnowledge about regulating transcription factors (TFs) for osteoblastogenesis from mesenchymal stem cells (MSCs) is limited. Therefore, we investigated the relationship between genomic regions subject to DNA-methylation changes during osteoblastogenesis and the TFs known to directly interact with these regulatory regions.
resultsThe genome-wide DNA-methylation signature of MSCs differentiated to osteoblasts and adipocytes was determined using the Illumina HumanMethylation450 BeadChip array. During adipogenesis no CpGs passed our test for significant methylation changes. Oppositely, during osteoblastogenesis we identified 2462 differently significantly methylated CpGs (adj. p < 0.05). These resided outside of CpGs islands and were significantly enriched in enhancer regions. We confirmed the correlation between DNA-methylation and gene expression. Accordingly, we developed a bioinformatic tool to analyse differentially methylated regions and the TFs interacting with them. By overlaying our osteoblastogenesis differentially methylated regions with ENCODE TF ChIP-seq data we obtained a set of candidate TFs associated to DNA-methylation changes. Among them, ZEB1 TF was highly related with DNA-methylation. Using RNA interference, we confirmed that ZEB1, and ZEB2, played a key role in adipogenesis and osteoblastogenesis processes. For clinical relevance, ZEB1 mRNA expression in human bone samples was evaluated. This expression positively correlated with weight, body mass index, and PPARγ expression.
conclusionsIn this work we describe an osteoblastogenesis-associated DNA-methylation profile and, using these data, validate a novel computational tool to identify key TFs associated to age-related disease processes. By means of this tool we identified and confirmed ZEB TFs as mediators involved in the MSCs differentiation to osteoblasts and adipocytes, and obesity-related bone adiposity.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.