Evidence map›Paper›PMID 41285879›Full record

ArticleScientific reports2025

Increased cardiomyopathy risk after viral infection evidence from a nationwide cohort in Taiwan.

Pi-Ching Yu, Ho-Tsung Hsin, Ren-Jei Chung, Shi-Hao Huang, Tsu-Hsuan Weng, Bing-Long Wang, Chi-Hsiang Chung, Yao-Ching Huang, Wu-Chien Chien, Yi-Chang Lin and 2 more

Abstract read
In one paragraph

Article in Scientific reports, 2025. 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

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

12 authors.

Pi-Ching Yu *Graduate Institute of Medical Sciences, College of Medicine, National Defense Medical University, Taipei, 11490, Taiwan.
Ho-Tsung Hsin *Cardiovascular Intensive Care Unit, Department of Critical Care Medicine, Far-Eastern Memorial Hospital, New Taipei City, 10602, Taiwan.
Ren-Jei ChungDepartment of Chemical Engineering and Biotechnology, National Taipei University of Technology (Taipei Tech), Taipei, 10608, Taiwan.
Shi-Hao HuangDepartment of Chemical Engineering and Biotechnology, National Taipei University of Technology (Taipei Tech), Taipei, 10608, Taiwan.
Tsu-Hsuan WengDepartment of Medical Research, Tri-Service General Hospital, National Defense Medical University, Taipei, 11490, Taiwan.
Bing-Long WangGraduate Institute of Public Health, College of Public Health, National Defense Medical University, Taipei, 11490, Taiwan.
Chi-Hsiang ChungDepartment of Medical Research, Tri-Service General Hospital, National Defense Medical University, Taipei, 11490, Taiwan.
Yao-Ching HuangDepartment of Chemical Engineering and Biotechnology, National Taipei University of Technology (Taipei Tech), Taipei, 10608, Taiwan. ph870059@gmail.com.
Wu-Chien ChienGraduate Institute of Medical Sciences, College of Medicine, National Defense Medical University, Taipei, 11490, Taiwan. chienwu@mail.ndmctsgh.edu.tw.
Yi-Chang Lin *Division of Cardiovascular Surgery, Department of Surgery, Tri-Service General Hospital, National Defense Medical University, Taipei, Taiwan.
Chien-Sung TsaiDivision of Cardiovascular Surgery, Department of Surgery, Tri-Service General Hospital, National Defense Medical University, Taipei, Taiwan. sung1500@mail.ndmctsgh.edu.tw.
Li-Yun FannDepartment of Nursing, Taipei Tzu Chi Hospital, New Taipei City, 23142, Taiwan. fanly99@gmail.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Viral infections have been linked to myocarditis and may contribute to the development of cardiomyopathy. However, large-scale population-based evidence remains limited. This study aimed to investigate the association between viral infections and the subsequent risk of cardiomyopathy using Taiwan's Longitudinal Generation Tracking Database (LGTD). We conducted a nationwide, retrospective cohort study using Taiwan's National Health Insurance Research Database/LGTD. Individuals with a first recorded viral infection were matched to unexposed controls using 1:4 propensity scores incorporating demographics, comorbidities, medications, healthcare utilization, and index year. Incident cardiomyopathy was ascertained from ICD-9-CM diagnosis codes in claims data, without clinical adjudication or imaging confirmation. Risks were estimated using Cox proportional hazards models to obtain adjusted hazard ratios (aHRs) and 95% confidence intervals (CIs). Robustness was assessed via Fine-Gray competing-risk models for death, proportional-hazards diagnostics, alternative exposure/lag definitions, and prespecified subgroup analyses by age, sex, comorbidity burden, and virus categories. Over a mean follow-up of approximately 10 years, the incidence rate of cardiomyopathy was higher in the viral infection group (98.42 per 100,000 person-years) than in the control group (45.69 per 100,000 person-years). Viral infection was significantly associated with increased risk of cardiomyopathy (aHR = 2.915, 95% CI 1.177-4.828, p < 0.001). Subgroup analyses showed consistent risk elevation across sex (male aHR = 2.775; female aHR = 3.097), age groups, income levels, seasons, and urbanization levels (all p < 0.05). Among viral subtypes, viral hepatitis (aHR = 3.435), influenza (aHR = 3.002), and viral pneumonia (aHR = 3.091) were most strongly associated with cardiomyopathy. In this population-based cohort, viral infection was associated with increased long-term risk of cardiomyopathy. Given that outcomes were identified from administrative codes without clinical or imaging validation, causal inference is not warranted; however, the findings support post-infection cardiovascular surveillance and prevention strategies. Further studies integrating adjudicated clinical data, imaging, and biomarkers are needed to clarify mechanisms and refine risk stratification.

Indexed as

CardiomyopathiesVirus DiseasesAdolescentAdultAgedComorbidityDatabases, FactualFemaleHumansIncidenceMaleMiddle AgedProportional Hazards ModelsRetrospective StudiesRisk FactorsTaiwanCardiomyopathyCohort studyCompeting risksICD-9-CMPropensity scoreViral infection

Identifiers

PMID41285879
PMCPMC12644457

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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.