发病机制
RNA剪接
选择性拼接
计算生物学
生物
2型糖尿病
细胞
核糖核酸
生物信息学
糖尿病
内分泌系统
遗传学
医学
基因
内分泌学
信使核糖核酸
免疫学
激素
作者
Jin Wang,Shiyi Wen,Minqi Chen,Jiayi Xie,Xin‐Hua Lou,Haihan Zhao,Yanming Chen,Meng Zhao,Guojun Shi
标识
DOI:10.1038/s42003-024-06475-0
摘要
The prevalent RNA alternative splicing (AS) contributes to molecular diversity, which has been demonstrated in cellular function regulation and disease pathogenesis. However, the contribution of AS in pancreatic islets during diabetes progression remains unclear. Here, we reanalyze the full-length single-cell RNA sequencing data from the deposited database to investigate AS regulation across human pancreatic endocrine cell types in non-diabetic (ND) and type 2 diabetic (T2D) individuals. Our analysis demonstrates the significant association between transcriptomic AS profiles and cell-type-specificity, which could be applied to distinguish the clustering of major endocrine cell types. Moreover, AS profiles are enabled to clearly define the mature subset of β-cells in healthy controls, which is completely lost in T2D. Further analysis reveals that RNA-binding proteins (RBPs), heterogeneous nuclear ribonucleoproteins (hnRNPs) and FXR1 family proteins are predicted to induce the functional impairment of β-cells through regulating AS profiles. Finally, trajectory analysis of endocrine cells suggests the β-cell identity shift through dedifferentiation and transdifferentiation of β-cells during the progression of T2D. Together, our study provides a mechanism for regulating β-cell functions and suggests the significant contribution of AS program during diabetes pathogenesis.
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