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

孟德尔随机化 观察研究 医学 因果推理 心力衰竭 败血症 联想(心理学) 重症监护医学 生物信息学 内科学 遗传学 生物 病理 遗传变异 基因 心理学 基因型 心理治疗师
作者
Linqiong Liu,Pengfei Huang,Changsong Wang,Yuxi Liu,Yan Gao,Kaijiang Yu
出处
期刊:Clinical Epidemiology [Dove Medical Press]
卷期号:Volume 16: 755-767
标识
DOI:10.2147/clep.s487118
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, βNGF 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 βNGF a key factor in HF-induced sepsis. Keywords: βNGF, MIMIC-IV, PSM, GWAS

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
chen完成签到 ,获得积分10
1秒前
小乙猪完成签到 ,获得积分0
1秒前
beikou完成签到 ,获得积分10
4秒前
crystalgo发布了新的文献求助10
4秒前
无私的定帮完成签到,获得积分20
8秒前
CrsCrsCrs完成签到,获得积分10
9秒前
10秒前
梦明完成签到 ,获得积分10
15秒前
机灵水池完成签到,获得积分10
16秒前
yeeja完成签到 ,获得积分10
17秒前
笛卡尔的情书完成签到 ,获得积分10
19秒前
wushengdeyu完成签到 ,获得积分10
29秒前
科研通AI6.3应助crystalgo采纳,获得10
29秒前
nadeem完成签到 ,获得积分10
32秒前
伶俐的万天完成签到,获得积分10
35秒前
大胆的龙猫完成签到 ,获得积分10
37秒前
dwdwdw完成签到 ,获得积分10
37秒前
花花子完成签到 ,获得积分10
38秒前
沙海沉戈完成签到,获得积分0
42秒前
puritan完成签到 ,获得积分10
42秒前
快乐的千兰完成签到 ,获得积分10
45秒前
Judy完成签到 ,获得积分10
46秒前
46秒前
甜蜜的谷蓝完成签到,获得积分10
47秒前
木光完成签到,获得积分10
48秒前
优美茹妖完成签到,获得积分10
48秒前
bkagyin应助科研通管家采纳,获得10
50秒前
Kao应助科研通管家采纳,获得10
50秒前
Kao应助科研通管家采纳,获得10
50秒前
cssc完成签到,获得积分10
50秒前
桐桐应助科研通管家采纳,获得10
51秒前
sy发布了新的文献求助10
53秒前
王子倩完成签到 ,获得积分10
53秒前
Rqbnicsp完成签到,获得积分10
56秒前
科研爱好者完成签到,获得积分10
57秒前
孙畅完成签到 ,获得积分10
59秒前
嘻嘻完成签到 ,获得积分10
1分钟前
suepisode完成签到 ,获得积分10
1分钟前
1分钟前
1分钟前
高分求助中
Markov Chain Monte Carlo 10000
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Common Foundations of American and East Asian Modernisation: From Alexander Hamilton to Junichero Koizumi 5000
Advanced Weaponeering Fourth Edition, Volume 2 1000
Weaponeering: An Introduction Fourth Edition, Volume 1 1000
悉尼大学博士学位论文,题目:Modelling and testing of one-sided stitched laminated composites. 作者:Kristopher P. Plain 700
Matrix Methods in Data Mining and Pattern Recognition Second Edition 610
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7557413
求助须知:如何正确求助?哪些是违规求助? 9139631
关于积分的说明 19534052
捐赠科研通 7147317
什么是DOI,文献DOI怎么找? 3261234
关于科研通互助平台的介绍 2427742
邀请新用户注册赠送积分活动 2250520