Distinct Gut Microbiota Profiles Reflect Severity in Chronic Insomnia Disorder

肠道菌群 医学 失调 肠-脑轴 免疫学 肠易激综合征 微生物群 肠道微生物群 生物 疾病 生物信息学 慢性病 炎症 发病机制 益生菌
作者
Yaxi Liu,Yixian Cai,Xian Shi,Mei Fan,Xiaotao Zhang,Jingjing Lin,Xiaoxuan Fan,Bingdong Liu,Jiyang Pan
出处
期刊:Brain and behavior [Wiley]
卷期号:16 (1): e71155-e71155 被引量:1
标识
DOI:10.1002/brb3.71155
摘要

INTRODUCTION: Severe insomnia symptoms increase the risk of persistent sleep disorders, underscoring the need for timely identification to optimize therapeutic interventions. Given the established association between chronic insomnia disorder (CID) and gut microbiota, this study aimed to evaluate the utility of gut microbiota characteristics for stratifying CID severity. METHODS: A total of 65 patients with CID were categorized into two groups based on Pittsburgh Sleep Quality Index (PSQI) scores: S-CID (more severe poor sleep quality; median age: 36, IQR: 30-47; M/F: 12/22) and M-CID (milder poor sleep quality; median age: 33, IQR: 25-43; M/F: 11/20). Thirty healthy controls (HC; median age: 32, IQR: 26-48; M/F: 8/22) were also included. All participants underwent polysomnography and clinical assessments. Fecal samples were collected and analyzed via 16S rRNA gene sequencing. We compared microbial structure across severity groups, identified key bacterial genera using LASSO regression and the Boruta algorithm, and examined their correlations with sleep parameters via Spearman analysis. Functional pathway predictions were performed with PICRUSt2. A random forest model was constructed to evaluate severity-stratified discriminative capacity. RESULTS: Significant alterations in gut microbial diversity and composition were observed in S-CID patients compared to HC, whereas M-CID patients showed less pronounced differences. Seven key bacterial genera were identified and consistently correlated with sleep parameters. Functional perturbations in glutamate/butanoate metabolism and branched-chain amino acid degradation pathways differed by severity. The random forest model demonstrated moderate efficacy (AUC = 0.711-0.730) in distinguishing S-CID patients based on microbial signatures. CONCLUSION: This study reveals distinct gut microbial signatures associated with varying severity levels of CID, providing insights that may support the development of microbiota-based diagnostic and therapeutic interventions.
最长约 10秒,即可获得该文献文件

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
思源应助anyan采纳,获得30
刚刚
咸鱼打滚完成签到,获得积分10
1秒前
1秒前
hxtxzr发布了新的文献求助10
1秒前
1秒前
锤你完成签到,获得积分10
1秒前
1秒前
snow完成签到,获得积分10
2秒前
电池小白完成签到,获得积分10
3秒前
莫愁完成签到,获得积分10
4秒前
自信大白菜真实的钥匙完成签到,获得积分10
4秒前
今后应助sybil采纳,获得10
4秒前
陌夏发布了新的文献求助10
4秒前
旺仔QQ完成签到,获得积分10
5秒前
7秒前
7秒前
灵宝宝完成签到,获得积分10
7秒前
7秒前
8秒前
Linda完成签到,获得积分10
8秒前
池恩完成签到,获得积分10
8秒前
唐博凡完成签到,获得积分10
8秒前
9秒前
WYNN094完成签到,获得积分10
9秒前
fanhuaxuejin完成签到 ,获得积分10
9秒前
科研通AI6.4应助zyj采纳,获得10
9秒前
9秒前
10秒前
CipherSage应助张同学采纳,获得10
11秒前
Wguan完成签到,获得积分10
12秒前
12秒前
英俊的铭应助香蕉小懒虫采纳,获得10
13秒前
今后应助Salvia采纳,获得10
13秒前
科研通AI6.4应助a海w采纳,获得10
13秒前
Nole应助a海w采纳,获得30
13秒前
anyan发布了新的文献求助30
14秒前
科研通AI6.2应助a海w采纳,获得10
14秒前
科研通AI6.2应助a海w采纳,获得10
14秒前
14秒前
Nole应助a海w采纳,获得10
14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
An Introduction to Foreign Language Learning and Teaching 750
China Pluperfect I: Epistemology of Past and Outside in Chinese Art 520
Matrix Methods in Data Mining and Pattern Recognition Second Edition 510
The fast track to determining transfer functions of linear circuits: The student guide 500
The Analytical and Numerical Solution of Electric and Magnetic Fields 500
Synthesis of P-Chiral Phosphine Ligands and Their Applications in Asymmetric Catalysis 400
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 7622244
求助须知:如何正确求助?哪些是违规求助? 9197534
关于积分的说明 19715344
捐赠科研通 7193777
什么是DOI,文献DOI怎么找? 3272947
关于科研通互助平台的介绍 2435355
邀请新用户注册赠送积分活动 2268327