Causal Association Between Heart Failure and Sepsis: Insights from Mendelian Randomization and Observational Studies

被引:0
|
作者
Liu, Linqiong [1 ,2 ,3 ]
Huang, Pengfei [1 ,2 ]
Wang, Changsong [1 ,2 ]
Liu, Yuxi [1 ,2 ,3 ]
Gao, Yan [3 ]
Yu, Kaijiang [1 ,2 ]
机构
[1] Harbin Med Univ, Dept Crit Care Med, Affiliated Hosp 1, Harbin 150001, Heilongjiang, Peoples R China
[2] Harbin Med Univ, Heilongjiang Prov Key Lab Crit Care Med, Harbin, Peoples R China
[3] Harbin Med Univ, Dept Crit Care Med, Affiliated Hosp 4, Harbin 150001, Heilongjiang, Peoples R China
来源
CLINICAL EPIDEMIOLOGY | 2024年 / 16卷
基金
中国国家自然科学基金;
关键词
beta NGF; MIMIC-IV; PSM; GWAS; MULTIPLE GENETIC-VARIANTS; MORTALITY; EPIDEMIOLOGY; INSTRUMENTS;
D O I
10.2147/CLEP.S487118
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
Purpose: We aimed to identify the association between heart failure (HF) with sepsis and its mortality through Mendelian randomization (MR) and observational studies. Patients and Methods: In MR study, we utilized public summary statistics from genome-wide association studies (GWAS). We conducted univariable, multivariable and network MR analyses to investigate causal relationships between HF and sepsis, and mediating roles of cytokines and growth factors. We performed an observational analysis using the MIMIC-IV database. Propensity score matching (PSM) and logistic regression models were employed to explore causal relationships between HF and sepsis, besides short-, medium-, and long-term mortality associated with sepsis. Results: In univariable MR analysis, there was a causal relationship between genetically predicted HF (OR = 1.15, 95% CI = 1.02-1.29, P = 0.025) and sepsis. In multivariable and network MR analyses, (3NGF was independently associated with sepsis. And it mediated 17.6% (95% CI 2.45-30.72%) of HF effect on sepsis. In the real-world observational study, acute on chronic diastolic (congestive) heart failure (DCHF) (OR = 1.59, 95% CI = 1.31-1.93, P < 0.001), acute DCHF (OR = 2.52, 95% CI = 1.61-3.95, P = 0.010), and acute diastolic heart failure (DHF) (OR = 1.52, 95% CI = 1.06-2.19, P = 0.024) after PSM were associated with occurrence of sepsis. Chronic systolic (congestive) heart failure (SCHF) was associated with increased 28-day (OR = 1.75, 95% CI = 1.06-2.91, P = 0.030), 1-year (OR = 1.80, 95% CI = 1.08-3.00, P = 0.023), and 2-year (OR = 1.86, 95% CI = 1.12-3.10, P = 0.018) mortality in sepsis. Conclusion: Observational and MR analyses showed a causal relationship between HF and sepsis. Chronic SCHF was related to increased short/long-term mortality in sepsis. Our study indicated (3NGF a key factor in HF-induced sepsis.
引用
收藏
页码:755 / 767
页数:13
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