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Single Cell Transcriptional Profiling of Adult Mouse Cardiomyocytes
Published on: December 28, 2011
Integrative multi-omics analysis unveils the regulatory landscape of diabetic cardiomyopathy: from chromatin
Licheng Ding1, Kaiyuan Liu1, Xiaofeng Ge1
1Department of Cardiology, Xiamen Cardiovascular Hospital of Xiamen University, School of Medicine, Fujian Branch of National Clinical Research Center for Cardiovascular Diseases, Xiamen, China.
Abstract:
Diabetic cardiomyopathy (DCM) is a major contributor to heart failure in diabetic patients, characterized by profound metabolic remodeling and diastolic dysfunction. However, the multi-layered epitranscriptomic and post-transcriptional networks involved in this disease remain poorly understood. To address this, we established a type 2 diabetes-associated DCM mouse model using a high-fat diet (HFD) combined with low-dose streptozotocin (STZ) injections. By integrating single-molecule direct RNA sequencing (DRS-seq), chromatin accessibility profiling (ATAC-seq), and conventional bulk RNA-seq, we constructed a comprehensive epigenetic-transcriptional regulatory map of DCM. Using DRS-seq, we identified 21,156 full-length transcripts, including 8,457 (39.97%) novel unannotated isoforms, and observed a systemic 3'-UTR elongation under diabetic stress. Joint ATAC-seq and DRS-seq analysis identified concurrent reductions in promoter chromatin accessibility and transcript abundance for four genes, including Fam210b (mitochondrial iron homeostasis), Cdh22 (intercalated disc adhesion), Fbxo10 (ubiquitin-mediated RAGE degradation), and Cenpx (DNA double-strand break repair), suggesting a potential link between altered chromatin accessibility and transcriptional regulation in DCM. Additionally, DRS-seq revealed extensive alterations in the cardiac epitranscriptome, identifying 1,719 differential m6A sites and 3,146 differential m5C sites at single-molecule resolution. Among these epitranscriptomic changes, we observed a potential post-transcriptional interplay between m6A and alternative polyadenylation (APA). Furthermore, by applying the CIBERSORT algorithm to the DRS-seq dataset, we characterized the cardiac immune microenvironment, revealing distinct pathological remodeling defined by decreased plasma cells and Th1 cells alongside a specific increase in CD4+ memory T-cell infiltration. Pearson correlation analysis showed that, among the candidate genes, only the down-regulated mitochondrial regulator Fam210b exhibited a significant negative correlation with CD4+ memory T-cell infiltration, suggesting a potential molecular association between mitochondrial dysfunction and local adaptive immune changes. Together, our study provides a high-resolution landscape of the native cardiac transcriptome and epitranscriptome, highlighting epigenetic-transcriptional coupling, m6A-APA cooperative decay, and Fam210b-associated local immune microenvironment remodeling as potential pathogenic contributor, thus offering candidate therapeutic targets for diabetic heart failure.