Evidence map›Paper›PMID 42477806›Full record

ArticleJournal of cardiothoracic surgery2026

Causal relationship between cardiac arrhythmias and sepsis: a two-sample bidirectional mendelian randomization study.

Xinglei Li, Yadong Yang, Xunqi Zhang, Tianyi Lu, Lingling Liu, Zhengjun Kong, Tao Cui

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Article in Journal of cardiothoracic surgery, 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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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Xinglei LiEmergency Department, Shengli Oilfield Central Hospital, No. 31 Jinan Road, Dongying, 257000, Shandong Province, China.
Yadong YangEmergency Department, Shengli Oilfield Central Hospital, No. 31 Jinan Road, Dongying, 257000, Shandong Province, China.
Xunqi ZhangEmergency Department, Shengli Oilfield Central Hospital, No. 31 Jinan Road, Dongying, 257000, Shandong Province, China.
Tianyi LuEmergency Department, Shengli Oilfield Central Hospital, No. 31 Jinan Road, Dongying, 257000, Shandong Province, China.
Lingling LiuEmergency Department, Shengli Oilfield Central Hospital, No. 31 Jinan Road, Dongying, 257000, Shandong Province, China.
Zhengjun KongDepartment of Gastrointestinal Surgery, No. 800 Yulan South Road, Xiangtan County, Xiangtan, 411200, Hunan Province, China.
Tao CuiEmergency Department, Shengli Oilfield Central Hospital, No. 31 Jinan Road, Dongying, 257000, Shandong Province, China. taocuiaaa@yeah.net.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveThis study used a bidirectional two-sample Mendelian randomization (MR) framework to investigate whether genetic liability to cardiac arrhythmias increases the risk of sepsis and whether genetic liability to sepsis increases the risk of cardiac arrhythmias.

methodsSummary statistics were obtained from publicly available genome-wide association studies in individuals of European ancestry. Cardiac arrhythmia data were derived from FinnGen (32,416 cases and 139,739 controls; IEU ID: finn-b-CARDIAC_ARRHYTM), and sepsis data were derived from UK Biobank (11,643 cases and 474,841 controls; IEU ID: ieu-b-4980). Independent single-nucleotide polymorphisms (SNPs) associated with each exposure at P < 5 × 10^-6 were selected, clumped at r^2 < 0.001 within a 10,000-kb window, harmonized, and filtered to retain instruments with F-statistics > 10. The primary analysis used random-effects inverse-variance weighting (IVW), with weighted median, MR-Egger, simple mode, and weighted mode analyses as complementary methods. Horizontal pleiotropy and outliers were assessed using MR-PRESSO and the MR-Egger intercept. Heterogeneity was evaluated with Cochran's Q test. Because the two causal directions were prespecified, false-positive control was strengthened by combining concordant directional evidence across methods with Benjamini-Hochberg false-discovery-rate assessment for the two primary IVW tests.

resultsGenetic liability to cardiac arrhythmias was associated with a higher risk of sepsis (IVW OR = 1.066, 95% CI: 1.007-1.128, P = 0.0268). Genetic liability to sepsis was also associated with a higher risk of cardiac arrhythmias (IVW OR = 1.078, 95% CI: 1.005-1.156, P = 0.0347), although the reverse-direction analysis was based on only three SNPs and should be interpreted cautiously. Effect directions were concordant across complementary MR models, Cochran's Q test did not indicate substantial heterogeneity, MR-Egger intercepts did not support directional pleiotropy, and the two primary IVW tests showed an FDR-adjusted q value of 0.0536.

conclusionThe present bidirectional MR analysis supports a robust association from cardiac arrhythmia liability to sepsis risk and suggests a possible reverse association from sepsis liability to cardiac arrhythmias. These findings support closer rhythm and infection surveillance in high-risk patients while highlighting the need for larger and biologically resolved validation studies.

Indexed as

Arrhythmias, CardiacMendelian Randomization AnalysisSepsisGenetic Predisposition to DiseaseGenome-Wide Association StudyHumansPolymorphism, Single NucleotideCardiac arrhythmiasCausalityGenome-wide association studyMendelian randomizationSepsis

Identifiers

PMID42477806
PMCPMC13681901

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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.