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
1秒前
呵呵完成签到,获得积分10
1秒前
senli2018发布了新的文献求助10
2秒前
yuZzzz完成签到 ,获得积分10
3秒前
3秒前
蔚昭完成签到 ,获得积分10
4秒前
Orange应助微笑采纳,获得10
4秒前
搞怪哑铃发布了新的文献求助10
4秒前
5秒前
fighting完成签到,获得积分10
6秒前
yg完成签到,获得积分10
7秒前
myl666发布了新的文献求助10
7秒前
vivi完成签到,获得积分10
7秒前
chen发布了新的文献求助10
7秒前
天天快乐应助馥桉樊采纳,获得10
8秒前
SiO2发布了新的文献求助10
9秒前
aoui发布了新的文献求助10
9秒前
科研通AI6.4应助吃个馍馍采纳,获得10
9秒前
修仙中应助嗯嗯采纳,获得10
10秒前
寻路人发布了新的文献求助10
10秒前
奎八九九发布了新的文献求助10
13秒前
顾矜应助冷傲幻香采纳,获得10
17秒前
17秒前
科研小孟完成签到,获得积分10
19秒前
科研通AI6.2应助搞怪哑铃采纳,获得10
19秒前
20秒前
王小嘻完成签到,获得积分10
20秒前
20秒前
20秒前
英俊的铭应助热情的黑猫采纳,获得10
21秒前
zxy完成签到,获得积分10
21秒前
chen完成签到,获得积分10
23秒前
嗯嗯完成签到,获得积分20
23秒前
23秒前
Chloe发布了新的文献求助10
24秒前
nonononono发布了新的文献求助10
24秒前
25秒前
25秒前
stupid发布了新的文献求助10
25秒前
张琪发布了新的文献求助10
25秒前
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
Pediatric Dermoscopy Trichoscopy & Onychoscopy 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
Additive Manufacturing Design and Applications (ASM Handbook, Volume 24A) 500
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 7569966
求助须知:如何正确求助?哪些是违规求助? 9150028
关于积分的说明 19568878
捐赠科研通 7155602
什么是DOI,文献DOI怎么找? 3263770
关于科研通互助平台的介绍 2429254
邀请新用户注册赠送积分活动 2253825