Evidence map›Paper›PMID 42714160›Full record

ArticleMicrobiology spectrum2026

Integrative multi-omics profiling of insomnia-related molecular features reveals microbiome, immune, and therapy-relevant heterogeneity in colorectal cancer.

Yinmeng Zhang, Du Cai, Jiahui Zhao, He Zhu, Yan Xia, Baowen Gai, Haoning Qi, Chuling Hu, Rende Huang, Mingru Mai and 4 more

Abstract read
In one paragraph

Article in Microbiology spectrum, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

14 authors.

Yinmeng Zhang *Department of Gastroenterology and Endoscopy Center, The First Hospital of Jilin University, Jilin University, Changchun, People's Replublic of China.ORCID 0009-0001-9475-9493
Du Cai *Department of General Surgery (Colorectal Surgery), The Sixth Affiliated Hospital, Sun Yat-Sen University, Guangzhou, People's Replublic of China.
Jiahui ZhaoDepartment of Gastroenterology and Endoscopy Center, The First Hospital of Jilin University, Jilin University, Changchun, People's Replublic of China.
He ZhuDepartment of Gastroenterology and Endoscopy Center, The First Hospital of Jilin University, Jilin University, Changchun, People's Replublic of China.
Yan XiaDepartment of Gastroenterology and Endoscopy Center, The First Hospital of Jilin University, Jilin University, Changchun, People's Replublic of China.
Baowen GaiDepartment of General Surgery (Colorectal Surgery), The Sixth Affiliated Hospital, Sun Yat-Sen University, Guangzhou, People's Replublic of China.
Haoning QiDepartment of General Surgery (Colorectal Surgery), The Sixth Affiliated Hospital, Sun Yat-Sen University, Guangzhou, People's Replublic of China.
Chuling HuDepartment of General Surgery (Colorectal Surgery), The Sixth Affiliated Hospital, Sun Yat-Sen University, Guangzhou, People's Replublic of China.
Rende HuangGuangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-Sen University, Guangzhou, People's Replublic of China.
Mingru MaiGuangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-Sen University, Guangzhou, People's Replublic of China.
Nan ZhangDepartment of Gastroenterology and Endoscopy Center, The First Hospital of Jilin University, Jilin University, Changchun, People's Replublic of China.ORCID 0000-0003-2152-6274
Xiaojian WuDepartment of General Surgery (Colorectal Surgery), The Sixth Affiliated Hospital, Sun Yat-Sen University, Guangzhou, People's Replublic of China.ORCID 0000-0001-5610-2530
Hong XuDepartment of Gastroenterology and Endoscopy Center, The First Hospital of Jilin University, Jilin University, Changchun, People's Replublic of China.ORCID 0000-0003-2798-2078
Feng GaoDepartment of General Surgery (Colorectal Surgery), The Sixth Affiliated Hospital, Sun Yat-Sen University, Guangzhou, People's Replublic of China.ORCID 0000-0002-0500-5527

Funding

Guangdong Basic and Applied Basic Research Foundation No. 2023A1515110196Guangdong Basic and Applied Basic Research Foundation No. 2024A1515012269Guangdong Provincial Postdoctoral Science Foundation No. GZC20233214National Natural Science Foundation of China-Guangdong Joint Fund No. 82272422,No. 82573725Noncommunicable Chronic Disease National Science and Technology Major Project 2023ZD0501600ShenZhen Medical Research Special Project No. D2401005Youth S&T Talent Support Program of Guangdong Provincial Association for Science and Technology No. SKXRC2025127
6 · The paper itself

Abstract

Emerging evidence implicates insomnia as a potential risk factor in carcinogenesis, potentially involving systemic inflammation, circadian disruption, and microbiome alterations. However, the molecular associations linking insomnia-related features to colorectal cancer (CRC), particularly with respect to tumor biology, immune microenvironmental states, and therapy-relevant phenotypes, remain largely unexplored. Multi-omics integration of genomic, transcriptomic, and microbiome data from 3,026 CRC patients across seven independent cohorts, including a large, well-annotated Clinical Omics study of Colorectal Cancer in China (COCC) cohort, enabled insomnia-based molecular classification through unsupervised non-negative matrix factorization (NMF) clustering. The insomnia subtype (IS) was biologically characterized via pathway enrichment, immune deconvolution, microbial profiling, and single-cell transcriptomics. Furthermore, an insomnia score (ISscore) was developed and validated in multiple cohorts for risk stratification and assessment of treatment-response-related indicators in CRC. Unsupervised clustering revealed two distinct molecular subtypes (IS1/IS2), with IS2 demonstrating significantly poorer survival. IS2 exhibited marked activation of EMT/angiogenesis pathways versus cell cycle activation in IS1. The IS2 microenvironment showed increased immunosuppression-related infiltration and exhausted T cell signatures, together with intratumoral microbiome variation characterized by depletion of Ruminococcaceae UCG-002 and enrichment of Hungatella/Selenomonas. The ISscore system stratified survival risk and was associated with computational indicators of immunotherapy response. Single-cell analysis nominated PPIA-BSG as a potential cell-cell communication signal involving high-ISscore tumor cells, CXCL12+ endothelial cells, and CLEC9A+ dendritic cell subsets. This multi-omics characterization of insomnia-CRC interplay suggests that insomnia-related molecular features are associated with an immunologically distinct and microbiome-altered tumor ecosystem. The ISscore provides a reproducible framework for capturing insomnia-related molecular heterogeneity, supporting risk stratification and future evaluation of therapy-relevant phenotypes.IMPORTANCEChronic insomnia affects millions, but it is not typically considered a cancer risk factor. Our study, analyzing vast biological data from over 3,000 colorectal cancer patients, uncovers a potential link between a person's predisposition to insomnia and their risk of developing this disease. This suggests that the biological pathways related to sleep may play a role in cancer development. Understanding this connection opens up new avenues for identifying individuals at higher risk and developing novel prevention strategies for colorectal cancer.

Indexed as

Colorectal NeoplasmsMicrobiotaSleep Initiation and Maintenance DisordersChinaFemaleHumansMultiomicsTranscriptomeTumor Microenvironmentcolorectal cancerinsomniaintratumoral microbiomeprognosistumor microenvironment

Identifiers

PMID42714160
PMCPMC13689001

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.