Evidence map›Paper›PMID 41742215›Full record

ArticleBMC medicine2026

Routine inflammatory indices modify clonal hematopoiesis-related prognostic risk in patients undergoing percutaneous coronary intervention: a real-world cohort study.

Xuxiang Shen, Ying Song, Hangyi Zhao, Jingjing Xu, Jianxin Li, Mengyang Du, Huanhuan Wang, Shufeng Chen, Fangchao Liu, Deshan Yuan and 17 more

Abstract read
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Article in BMC medicine, 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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1 · What the graph read from it

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2 · The registry

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4 · The record

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5 · Who and what money

Authors and funding

27 authors.

Xuxiang Shen *Department of Epidemiology, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100037, China.
Ying Song *Department of Cardiology, National Clinical Research Center for Cardiovascular Diseases, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100037, China.
Hangyi Zhao *Department of Epidemiology, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100037, China.
Jingjing Xu *Department of Cardiology, National Clinical Research Center for Cardiovascular Diseases, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100037, China.
Jianxin LiDepartment of Epidemiology, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100037, China.
Mengyang DuDepartment of Cardiology, National Clinical Research Center for Cardiovascular Diseases, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100037, China.
Huanhuan WangDepartment of Cardiology, National Clinical Research Center for Cardiovascular Diseases, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100037, China.
Shufeng ChenDepartment of Epidemiology, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100037, China.
Fangchao LiuDepartment of Epidemiology, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100037, China.
Deshan YuanDepartment of Cardiology, National Clinical Research Center for Cardiovascular Diseases, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100037, China.
Ru LiuDepartment of Cardiology, National Clinical Research Center for Cardiovascular Diseases, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100037, China.
Keyong HuangDepartment of Epidemiology, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100037, China.
Hongfan LiDepartment of Epidemiology, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100037, China.
Jie CaoDepartment of Epidemiology, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100037, China.
Tianyu LiDepartment of Cardiology, National Clinical Research Center for Cardiovascular Diseases, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100037, China.
Guyu ZengDepartment of Cardiology, National Clinical Research Center for Cardiovascular Diseases, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100037, China.
Kailun YanDepartment of Cardiology, National Clinical Research Center for Cardiovascular Diseases, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100037, China.
Jiawen LiDepartment of Cardiology, Guangzhou Institute of Cardiovascular Disease, Guangdong Key Laboratory of Vascular Diseases, State Key Laboratory of Respiratory Disease, the Second Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510260, China.
Menglu LiuDepartment of Cardiology, National Clinical Research Center for Cardiovascular Diseases, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100037, China.
Kexin ZhangDepartment of Cardiology, National Clinical Research Center for Cardiovascular Diseases, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100037, China.
Ping JiangDepartment of Cardiology, National Clinical Research Center for Cardiovascular Diseases, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100037, China.
Jianfeng HuangDepartment of Epidemiology, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100037, China.
Yuejin YangDepartment of Cardiology, National Clinical Research Center for Cardiovascular Diseases, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100037, China.
Runlin GaoDepartment of Cardiology, National Clinical Research Center for Cardiovascular Diseases, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100037, China.
Xueyan Zhao *Department of Cardiology, National Clinical Research Center for Cardiovascular Diseases, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100037, China. zhao_xueyan@sina.com.
Dongfeng Gu *Department of Epidemiology, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100037, China. gudongfeng@cashq.ac.cn.
Xiangfeng Lu *Department of Epidemiology, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100037, China. luxf@pumc.edu.cn.

Funding

Capital's Funds for Health Improvement and Research 2024-1G-4033Chinese Academy of Medical Sciences (CAMS) Innovation Fund for Medical Sciences 2021-2M-1-010 and 2025-I2M-XHZY-006Chinese Academy of Medical Sciences (CAMS) Innovation Fund for Medical Sciences 2023-I2M-1-002National High Level Hospital Clinical Research Funding 2025-GSP-GG-32 and 2025-GSP-GG-36National Natural Science Foundation of China 82030102, T254100199, 82330106, and 82473720Noncommunicable Chronic Diseases-National Science and Technology Major Project 2023ZD0503500 and 2023ZD0504000
6 · The paper itself

Abstract

backgroundPatients undergoing percutaneous coronary intervention (PCI) remain at substantial residual inflammatory risk, potentially driven by clonal hematopoiesis of indeterminate potential (CHIP), a novel pro-inflammatory contributor to atherogenesis. However, the clinical implications of CHIP-inflammation interplay in secondary prevention remain insufficiently understood. We aimed to investigate the joint impact of CHIP and systemic inflammation on prognosis among PCI patients.

methodsThis cohort included PCI patients receiving guideline-directed lipid-lowering and dual antiplatelet therapies. CHIP mutations were identified by targeted sequencing with a mean sequencing depth of 985 × . Systemic inflammation was assessed using 12 routine inflammatory indices. Cox proportional hazards models were used to assess the impact of CHIP and inflammatory indices on 5-year all-cause mortality, the primary outcome. Major adverse cardiac and cerebrovascular events (MACCE) comprised all-cause mortality, nonfatal myocardial infarction, ischemic stroke, stent thrombosis, and unplanned revascularization.

resultsAmong 3640 PCI patients, 799 (21.95%) carried CHIP mutations. During a median follow-up of 5.06 years, CHIP was independently associated with increased risks of all-cause (hazard ratio (HR), 1.76; 95% confidence interval (CI), 1.20-2.57) and cardiac mortality (HR, 2.19; 95% CI, 1.31-3.65). Notably, this association was significantly modified by systemic inflammatory burden, as reflected by aggregate index of systemic inflammation (AISI), monocyte-lymphocyte ratio (MLR), systemic immune-inflammatory index (SII), and systemic inflammatory response index (SIRI) (adjusted P

conclusionsHematopoiesis-related genetic alterations conferred excess prognostic risk, primarily in the presence of elevated hematological inflammation, underscoring the potential benefit of inflammatory burden management in PCI patients harboring CHIP.

Indexed as

Clonal HematopoiesisInflammationPercutaneous Coronary InterventionAgedCohort StudiesFemaleHumansMaleMiddle AgedPrognosisRisk FactorsClonal hematopoiesisInflammatory IndicesModification effectPercutaneous coronary interventionPrognosis

Identifiers

PMID41742215
PMCPMC13041433

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