生物
基因敲除
转录组
基因
小RNA
氧化应激
RNA干扰
线粒体
基因表达
脐静脉
下调和上调
核糖核酸
生物信息学
线粒体DNA
候选基因
深度测序
细胞凋亡
细胞生物学
分子生物学
基因表达谱
活力测定
人脐静脉内皮细胞
遗传学
氧化磷酸化
RNA序列
单倍型
基因表达调控
功能(生物学)
细胞
癌症研究
作者
Nan Su,Jiwei Wang,Zhiwei Xue,S Y Peng,Xing Wei,Haoyong Jin,Jiangli Zhao,Yulong He,Jiaqi Shi,Wenbo Li,Qijian Wei,Bin Huang,Chao Li,Xinyu Wang,Pei‐Shan Liu,Ning Yang
标识
DOI:10.1007/s10142-025-01748-1
摘要
Background A major complication of diabetes, diabetic foot ulcers (DFU), has been linked to mitochondrial dysfunction and oxidative stress. Here, we performed analysis of RNA sequencing data from publicly available databases, including single-cell assays, to identify dysregulated genes associated with these processes in DFU and the specific cell types involved. Methods Analysis of transcriptome sequencing was performed on GSE134431 and GSE80178 datasets from the GEO database to identify differentially expressed mitochondrial-related genes (DE-MRGs) in DFU samples relative to controls. LASSO and SVM-RFE algorithms were used to identify critical genes, and functional enrichment analyses were conducted to identify associated pathways. Results were validated in a cohort of DFU samples and controls processed at our institution, and single-cell RNA sequencing data from GSE245703 was used to determine expression of candidate genes in endothelial cells from DFU relative to non-DFU samples. SiRNA knockdown of one candidate gene, LETM2, was performed in human umbilical vein endothelial cells (HUVECs) exposed to H2O2 as a model system for oxidative stress. Results LETM2 emerged as key gene significantly associated with DFU from our integrated analysis of the DFU RNA sequencing datasets. Single-cell RNA sequencing data revealed increased expression of LETM2 in endothelial cells from DFU samples compared to controls. Transcriptome sequencing of RNA from HUVECs with LETM2 knockdown under oxidative stress conditions revealed corelated expression with other genes involved in mitochondrial function. HUVECs with LETM2 knockdown furthermore showed impaired mitochondrial fission and mitophagy, as well as decreased cell viability and increased apoptosis in vitro. Conclusions These findings indicate a role for LETM2 in preserving mitochondrial function in HUVECs under oxidative stress and underscore its potential as a therapeutic target for mitigating mitochondrial dysfunction in diabetic complications such as DFU.
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