Biomedical Informatics & Genomics Center, Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an, Shaanxi, 710049, P. R. China.
Research and Development Department, Qingdao Haier Biotech Co. Ltd, Qingdao, Shandong, 266109, P. R. China.
Cell Death Differ. 2022 Dec;29(12):2503-2518. doi: 10.1038/s41418-022-01035-7. Epub 2022 Jul 29.
Human mesenchymal stem cells (hMSCs) can be differentiated into adipocytes and osteoblasts. The processes are driven by the rewiring of chromatin architectures and transcriptomic/epigenomic changes. Here, we induced hMSCs to adipogenic and osteogenic differentiation, and performed 2 kb resolution Hi-C experiments for chromatin loops detection. We also generated matched RNA-seq, ChIP-seq and ATAC-seq data for integrative analysis. After comprehensively comparing adipogenesis and osteogenesis, we quantitatively identified lineage-specific loops and screened out lineage-specific enhancers and open chromatin. We reveal that lineage-specific loops can activate gene expression and facilitate cell commitment through combining enhancers and accessible chromatin in a lineage-specific manner. We finally proposed loop-mediated regulatory networks and identified the controlling factors for adipocytes and osteoblasts determination. Functional experiments validated the lineage-specific regulation networks towards IRS2 and RUNX2 that are associated with adipogenesis and osteogenesis, respectively. These results are expected to help better understand the chromatin conformation determinants of hMSCs fate commitment.
人骨髓间充质干细胞(hMSCs)可分化为脂肪细胞和成骨细胞。该过程由染色质结构和转录组/表观基因组变化的重新布线驱动。在这里,我们诱导 hMSCs 向脂肪和成骨分化,并进行了分辨率为 2kb 的 Hi-C 实验以检测染色质环。我们还生成了匹配的 RNA-seq、ChIP-seq 和 ATAC-seq 数据进行综合分析。在全面比较脂肪生成和成骨作用后,我们定量鉴定了谱系特异性环,并筛选出谱系特异性增强子和开放染色质。我们揭示了谱系特异性环可以通过以谱系特异性的方式组合增强子和可及染色质来激活基因表达并促进细胞定型。我们最终提出了环介导的调控网络,并鉴定了脂肪细胞和成骨细胞决定的控制因素。功能实验验证了与脂肪生成和成骨作用分别相关的 IRS2 和 RUNX2 的谱系特异性调控网络。这些结果有望帮助更好地理解 hMSCs 命运决定的染色质构象决定因素。