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Pan-Cancer Analysis of Microbiome Quantitative Trait Loci

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单位: [1]Wuhan Univ, TaiKang Ctr Life & Med Sci, Sch Publ Hlth, Dept Epidemiol & Biostat, Wuhan 430071, Peoples R China [2]Wuhan Univ, Res Ctr Publ Hlth, Renmin Hosp, Wuhan, Peoples R China [3]Huazhong Univ Sci & Technol, Tongji Med Coll, Sch Publ Hlth, Dept Epidemiol & Biostat, Wuhan, Peoples R China [4]Huazhong Univ Sci & Technol,Tongji Hosp,Dept Urol,Tongji Med Coll,Wuhan,Peoples R China [5]Zhengzhou Univ, Dept Canc Epidemiol, Affiliated Canc Hosp, Zhengzhou, Peoples R China [6]Henan Canc Hosp, Zhengzhou, Peoples R China [7]Wuhan Univ, Zhongnan Hosp, Dept Gastrointestinal Surg, Wuhan 430071, Peoples R China [8]Wuhan Univ, Renmin Hosp, Canc Ctr, Wuhan, Peoples R China [9]Zhejiang Univ, Affiliated Hosp 2, Dept Publ Hlth, Sch Med, Hangzhou, Peoples R China [10]Chinese Acad Med Sci & Peking Union Med Coll, Peking Union Med Coll Hosp, Med Res Ctr, Beijing, Peoples R China [11]Nanjing Med Univ, Jiangsu Collaborat Innovat Ctr Canc Personalized, Nanjing, Peoples R China
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Microorganisms are commonly detected in tumor tissues, and the species and abundance have been reported to affect cancer initiation, progression, and therapy. Host genetics have been associated with gut microbial abundances, while the relationships between genetic variants and the cancer microbiome still require systematic interrogation. Therefore, identification of cancer microbiome quantitative trait loci (mbQTL) across cancer types might elucidate the contributions of genetic variants to tumor development. Using genotype data from The Cancer Genome Atlas and microbial abundance levels from Kraken-derived data, we developed a computational pipeline to identify mbQTLs in 32 cancer types. This study systematically identified 38,660 mbQTLs across cancers, ranging 50 in endometrial carcinoma to 3,133 in thyroid carcinoma. Furthermore, a strong enrichment of mbQTLs was observed among transcription factor binding sites and chromatin regulatory elements, such as H3K27ac. Notably, mbQTLs were significantly enriched in cancer genome-wide association studies (GWAS) loci and explained an average of 2% for cancer heritability, indicating that mbQTLs could provide additional insights into cancer etiology. Correspondingly, 24,443 mbQTLs overlapping with GWAS linkage disequilibrium regions were identified. Survival analyses identified 318 mbQTLs asso-ciated with patient overall survival. Moreover, we uncovered 135,248 microbiome-immune infiltration associations and 166,603 microbiome-drug response associations that might provide clues for microbiome-based biomarkers. Finally, a user-friendly database, Cancer-mbQTL (http://canmbqtl.whu. edu.cn/#/), was constructed for users to browse, search, and download data of interest. This study provides a valuable resource for investigating the roles of genetics and microorgan-isms in human cancer.Significance: This study provides insights into the host- microbiome interactions for multiple cancer types, which could help the research community understand the effects of inherited variants in tumorigenesis and development.

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出版当年[2021]版:
大类 | 1 区 医学
小类 | 1 区 肿瘤学
最新[2025]版:
大类 | 1 区 医学
小类 | 1 区 肿瘤学
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Q1 ONCOLOGY
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Q1 ONCOLOGY

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第一作者单位: [1]Wuhan Univ, TaiKang Ctr Life & Med Sci, Sch Publ Hlth, Dept Epidemiol & Biostat, Wuhan 430071, Peoples R China [2]Wuhan Univ, Res Ctr Publ Hlth, Renmin Hosp, Wuhan, Peoples R China
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通讯机构: [1]Wuhan Univ, TaiKang Ctr Life & Med Sci, Sch Publ Hlth, Dept Epidemiol & Biostat, Wuhan 430071, Peoples R China [2]Wuhan Univ, Res Ctr Publ Hlth, Renmin Hosp, Wuhan, Peoples R China
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