Heart failure with preserved ejection fraction and non‐alcoholic fatty liver disease: new insights from bioinformatics

医学 脂肪肝 射血分数保留的心力衰竭 心力衰竭 疾病 生物 射血分数 内科学
作者
Anzhu Wang,Qiang Li,Zhuo Sun,Yifei Wang,Shuangqing Fu,Dawu Zhang,Xiaochang Ma
出处
期刊:Esc Heart Failure [Wiley]
卷期号:10 (1): 416-431 被引量:9
标识
DOI:10.1002/ehf2.14211
摘要

Heart failure with preserved ejection fraction (HFpEF) and non-alcoholic fatty liver disease (NAFLD) are related conditions with an increasing incidence. The mechanism of their relationship remains undefined. Here, we aimed to explore the potential mechanisms, diagnostic markers, and therapeutic options for HFpEF and NAFLD.HFpEF and NAFLD datasets were downloaded from the Gene Expression Omnibus (GEO) database. Common differentially expressed genes (DEGs) were screened for functional annotation. A protein-protein interaction network was constructed based on the STRING database, and hub genes were analysed using GeneMANIA annotation. ImmuCellAI (Immune Cell Abundance Identifier) was employed for analysis of immune infiltration. We also used validation datasets to validate the expression levels of hub genes and the correlation of immune cells. To screen for diagnostic biomarkers, we employed the least absolute shrinkage and selection operator and support vector machine-recursive feature elimination. Drug signature database was used to predict potential therapeutic drugs. Our analyses identified a total of 33 DEGs. Inflammation and immune infiltration played important roles in the development of both diseases. The data showed a close relationship between chemokine signalling pathway, cytokine-cytokine receptor interaction, calcium signalling pathway, neuroactive ligand-receptor interaction, osteoclast differentiation, and cyclic guanosine monophosphate-protein kinase G signalling pathway. We demonstrated that PRF1 (perforin 1) and IL2RB (interleukin-2 receptor subunit beta) proteins were perturbed by the diseases and may be the hub genes. The analysis showed that miR-375 may be a potential diagnostic marker for both diseases. Our drug prediction analysis showed that bosentan, eldecalcitol, ramipril, and probucol could be potential therapeutic options for the diseases.Our findings revealed common pathogenesis, diagnostic markers, and therapeutic agents for HFpEF and NAFLD. There is need for further experimental studies to validate our findings.

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
小代完成签到,获得积分10
1秒前
daggeraxe完成签到 ,获得积分10
1秒前
1秒前
Azurikasy完成签到,获得积分10
2秒前
幽默的泥猴桃完成签到,获得积分10
2秒前
2秒前
2秒前
石头发布了新的文献求助10
3秒前
Fa完成签到,获得积分10
3秒前
是冬天完成签到,获得积分10
4秒前
王彦林发布了新的文献求助10
4秒前
马幸运发布了新的文献求助10
4秒前
5秒前
jiu发布了新的文献求助10
6秒前
li完成签到,获得积分10
6秒前
浪子应助大力飞雪采纳,获得10
6秒前
辣辣发布了新的文献求助10
6秒前
小章发布了新的文献求助10
6秒前
7秒前
雨雨发布了新的文献求助10
7秒前
myt完成签到,获得积分20
7秒前
华仔应助cc采纳,获得10
8秒前
8秒前
爆米花完成签到,获得积分20
8秒前
9秒前
xrf完成签到,获得积分10
9秒前
9秒前
morry5007发布了新的文献求助10
9秒前
左丘以云完成签到,获得积分10
9秒前
9秒前
无极微光应助小包子采纳,获得20
9秒前
Akim应助ZIS采纳,获得10
9秒前
威武爆米花完成签到,获得积分10
9秒前
9秒前
坦率惊蛰发布了新的文献求助10
10秒前
科研通AI2S应助LucyLi采纳,获得10
10秒前
专注越彬完成签到,获得积分10
10秒前
石头完成签到,获得积分10
10秒前
量子星尘发布了新的文献求助10
10秒前
高分求助中
(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
Basic And Clinical Science Course 2025-2026 3000
Encyclopedia of Agriculture and Food Systems Third Edition 2000
人脑智能与人工智能 1000
花の香りの秘密―遺伝子情報から機能性まで 800
Principles of Plasma Discharges and Materials Processing, 3rd Edition 400
Pharmacology for Chemists: Drug Discovery in Context 400
热门求助领域 (近24小时)
化学 材料科学 生物 医学 工程类 计算机科学 有机化学 物理 生物化学 纳米技术 复合材料 内科学 化学工程 人工智能 催化作用 遗传学 数学 基因 量子力学 物理化学
热门帖子
关注 科研通微信公众号,转发送积分 5608436
求助须知:如何正确求助?哪些是违规求助? 4693073
关于积分的说明 14876620
捐赠科研通 4717595
什么是DOI,文献DOI怎么找? 2544222
邀请新用户注册赠送积分活动 1509305
关于科研通互助平台的介绍 1472836