Evidence map›Paper›PMID 42265134›Full record

ArticleScientific reports2026

Single-cell and experimental analyses identify mitochondria-related genes Hmgcs2, Nudt5, and Cpt1c in painful diabetic peripheral neuropathy.

Jiaqi Cao, Zhongjie Zhang, Yu Chen, Xiaoyi Yu, Xuan Xiang, Wei Lu

Abstract read
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Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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5 · Who and what money

Authors and funding

6 authors.

Jiaqi Cao *School of Anesthesiology, Guizhou Medical University, Guiyang, Guizhou, China.
Zhongjie Zhang *Department of Pain, Affiliated Hospital of Guizhou Medical University, Guiyang, Guizhou, China.
Yu ChenDepartment of Pain, Affiliated Hospital of Guizhou Medical University, Guiyang, Guizhou, China.
Xiaoyi YuSchool of Anesthesiology, Guizhou Medical University, Guiyang, Guizhou, China.
Xuan XiangSchool of Anesthesiology, Guizhou Medical University, Guiyang, Guizhou, China.
Wei LuDepartment of Pain, Affiliated Hospital of Guizhou Medical University, Guiyang, Guizhou, China. luwei@gmc.edu.cn.

Funding

Guizhou Medical University (NSFC) Cultivation Program (20NSP044Guizhou Province Science and Technology Plan Project Qianke He Foundation-ZK[2024]General 190National Natural Science Foundation of China (NSFC) Regional Fund Cultivation Program for Affiliated Hospital of Guizhou Medical University gyfynsfc[2023]-42Science and Technology Fund of Guizhou Provincial Health Commission gzwkj2023-395
6 · The paper itself

Abstract

Painful diabetic peripheral neuropathy (PDPN) is a multifactorial disabling complication of diabetes, yet the pathogenesis involving mitochondrial dysfunction in immune cells remains unclear. This study aimed to identify mitochondria-related genes (MRGs) in PDPN and explore their biological relevance. Based on single-cell transcriptomic analysis, we identified three key MRGs (Hmgcs2, Nudt5, and Cpt1c) shared across two independent datasets and validated them in rat PDPN models. Gene set enrichment analysis revealed their association with cell polarity, sympathetic nerve development, and neurotransmitter pathways. We further observed distinct expression patterns of these genes in fibroblasts and macrophages within the dorsal root ganglion of PDPN. Hmgcs2 and Nudt5 were significantly downregulated in fibroblasts, while Cpt1c was upregulated. Conversely, Nudt5 and Cpt1c were significantly upregulated in macrophages, with Hmgcs2 downregulated. Functional enrichment analysis revealed that fibroblasts in PDPN were primarily associated with polyamine/sulfate biosynthesis, while macrophages were predominantly enriched in glycerol/choline metabolism, indicating distinct metabolic functions between the two cell types. Through molecular docking and molecular dynamics simulation analysis, we further identified chlorothiazide and hydrochlorothiazide as stable binders to HMGCS2, suggesting potential as targeted therapeutics for PDPN. These findings indicate that Hmgcs2, Nudt5, and Cpt1c are key MRGs in the PDPN pathogenesis and provide novel therapeutic development strategies.

Indexed as

Carnitine O-PalmitoyltransferaseDiabetic NeuropathiesHydroxymethylglutaryl-CoA SynthaseMitochondriaAnimalsFibroblastsGanglia, SpinalGene Expression ProfilingMacrophagesMaleMolecular Docking SimulationRatsRats, Sprague-DawleySingle-Cell AnalysisCarnitine O-PalmitoyltransferaseHydroxymethylglutaryl-CoA SynthaseCpt1cFibroblastHmgcs2MacrophageMitochondria-related genesNudt5Painful diabetic peripheral neuropathy

Identifiers

PMID42265134
PMCPMC13493975

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