Combining multi-omics analysis methods to identify biomarkers for mitophagy involved in immune checkpoint inhibitors-related myocarditis

Background: Immune checkpoint inhibitors (ICIs) are prone to induce cardiovascular adverse reactions during the immunotherapy of cancer patients, among which ICIs-related myocarditis is the most severe. Mitophagy dysregulation is associated with various heart diseases, but its role in ICIs-related myocarditis remains unclear. Materials and methods: Mitophagy key genes in ICIs-related myocarditis were screened based on the single-cell RNA sequencing and bulk RNA sequencing data, and their expression levels and diagnostic value were verified. Meanwhile, the key genes, trajectory analysis and cell interaction were validated at the single-cell level. Finally, the myocardial injury markers, cardiac function indicators, histopathological analysis and mitophagy key genes were verified by constructing a mouse model of ICIs-related myocarditis. Results: < 0.01). Conclusion: Mitophagy is involved in the pathogenesis of ICIs-related myocarditis, and AW112010, Igfbp7, Tmsb4x and Ost4 may become potential biomarkers for future clinical practice.

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Publication Details

Journal
Frontiers in Immunology
Published
2026-04-21
DOI
https://doi.org/10.3389/fimmu.2026.1691848
Primary Topic
Cancer Immunotherapy and Biomarkers
Type
article
Field-Weighted Citation Impact
0.00

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article

Combining multi-omics analysis methods to identify biomarkers for mitophagy involved in immune checkpoint inhibitors-related myocarditis

Yuanming Zhang, Jiangtao Wang, Li Wu, Jian Yu et al.
Frontiers in Immunology
Cancer Immunotherapy and Biomarkers
article

Combining multi-omics analysis methods to identify biomarkers for mitophagy involved in immune checkpoint inhibitors-related myocarditis

Yuanming Zhang, Jiangtao Wang, Li Wu, Jian Yu, Jing Shi, Cancan Wang, Yang Zhang, Xinya Liu
article en

Abstract

Background: Immune checkpoint inhibitors (ICIs) are prone to induce cardiovascular adverse reactions during the immunotherapy of cancer patients, among which ICIs-related myocarditis is the most severe. Mitophagy dysregulation is associated with various heart diseases, but its role in ICIs-related myocarditis remains unclear. Materials and methods: Mitophagy key genes in ICIs-related myocarditis were screened based on the single-cell RNA sequencing and bulk RNA sequencing data, and their expression levels and diagnostic value were verified. Meanwhile, the key genes, trajectory analysis and cell interaction were validated at the single-cell level. Finally, the myocardial injury markers, cardiac function indicators, histopathological analysis and mitophagy key genes were verified by constructing a mouse model of ICIs-related myocarditis. Results: < 0.01). Conclusion: Mitophagy is involved in the pathogenesis of ICIs-related myocarditis, and AW112010, Igfbp7, Tmsb4x and Ost4 may become potential biomarkers for future clinical practice.

Frontiers in ImmunologyVol. 17
Xinjiang Medical University (CN), Fifth Affiliated Hospital of Xinjiang Medical University (CN), Fuwai Yunnan Cardiovascular Hospital (CN), Tumor Hospital of Xinjiang Medical University (CN), General Hospital of Jinan Military Command (CN)
Natural Science Foundation of Xinjiang Province, Science and Technology Department of Xinjiang Uygur Autonomous Region
Good health and well-being
Openalex Percentile: Top 21%
Cancer Immunotherapy and Biomarkers
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