Evidence map›Paper›PMID 39827328›Full record

ArticleGenes and immunity2025

Comprehensive analysis of autophagy status and its relationship with immunity and inflammation in ischemic stroke through integrated transcriptomic and single-cell sequencing.

Xiaole Zhu, Zhongman Zhang, Yi Zhu, Yanlong Chen, Wei Li, Huae Xu, Xufeng Chen

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Article in Genes and immunity, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

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2citing papers in PubMed
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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

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2 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Xiaole Zhu *Department of Emergency, Jiangsu Province Hospital and The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China.
Zhongman Zhang *Department of Emergency, Jiangsu Province Hospital and The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China.
Yi Zhu *Department of Emergency, Jiangsu Province Hospital and The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China.
Yanlong ChenDepartment of Emergency, Jiangsu Province Hospital and The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China.
Wei LiDepartment of Emergency, Jiangsu Province Hospital and The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China.
Huae XuDepartment of Pharmaceutics, School of Pharmacy, Nanjing Medical University, Nanjing, China.
Xufeng ChenDepartment of Emergency, Jiangsu Province Hospital and The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China. cxfyx@njmu.edu.cn.ORCID 0000-0003-3697-6446

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Ischemic stroke (IS) significantly impacts patients' health and quality of life, with the roles of autophagy and autophagy-related genes in IS still not fully understood. In this study, IS datasets were retrieved from the GEO database. Autophagy-related genes(ARGs) were identified and screened for differential expression. A prediction model was constructed using machine learning algorithm. WGCNA was employed to analyze differential regulation modules among different clusters of stroke patients. The analysis results were validated using single-cell sequencing data. Finally, autophagy hub genes were validated in an external cohort and an IS mouse model. We observed suppressed autophagy states in IS patients. A diagnostic model with good clinical efficacy for stroke diagnosis was constructed based on the selected key genes (AUC = 0.87). Consensus clustering identified two IS subtypes with distinct gene expression patterns and immune cell infiltration. scRNA-seq data analysis confirmed downregulation of pexophagy in IS. CellChat analysis identified key signaling pathways and intercellular interactions related to pexophagy. Validation in an external cohort and IS mouse model confirmed differential gene expression, supporting the involvement of pexophagy in IS pathogenesis. The identified key genes, molecular subtypes, and cellular interactions provide a foundation for further research into targeted therapies and precision medicine approaches for IS patients.

Indexed as

AutophagyInflammationIschemic StrokeTranscriptomeAnimalsGene Regulatory NetworksHumansMiceSingle-Cell Analysis

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.