Integrative bioinformatics and machine learning approaches identify inflammation-related genes and drug candidates for future preclinical validation in ischemic stroke

This study reveals four inflammation-related genes with preliminary diagnostic value and proposes capecitabine and ruxolitinib as candidate drugs for future preclinical research on IS.

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Publication Details

Journal
BMC Neurology
Published
2025-11-25
DOI
https://doi.org/10.1186/s12883-025-04525-6
Primary Topic
Neuroinflammation and Neurodegeneration Mechanisms
Type
article
Field-Weighted Citation Impact
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article

Integrative bioinformatics and machine learning approaches identify inflammation-related genes and drug candidates for future preclinical validation in ischemic stroke

Xiaoli Huang, Weidong Han, Jialu Yuan, Haiyang Fu
BMC Neurology
Neuroinflammation and Neurodegeneration Mechanisms
article

Integrative bioinformatics and machine learning approaches identify inflammation-related genes and drug candidates for future preclinical validation in ischemic stroke

Xiaoli Huang, Weidong Han, Jialu Yuan, Haiyang Fu
article en

Abstract

This study reveals four inflammation-related genes with preliminary diagnostic value and proposes capecitabine and ruxolitinib as candidate drugs for future preclinical research on IS.

BMC NeurologyVol. 25(1)
Harbin Medical University (CN), Nantong University (CN), Affiliated Hospital of Nantong University (CN), People's Hospital of Shiyan (CN)
Openalex Percentile: Top 57%
Neuroinflammation and Neurodegeneration Mechanisms
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Integrative bioinformatics and machine learning approaches identify inflammation-related genes and drug candidates for future preclinical validation in ischemic stroke — Xiaoli Huang, Weidong Han, et al. · BMC Neurology (2025) | TGRS Research Map | TGRS