Alterations in Enteric Virome Are Associated With Colorectal Cancer and Survival Outcomes

被引:266
作者
Nakatsu, Geicho [1 ,2 ]
Zhou, Haokui [3 ]
Wu, William Ka Kei [1 ,2 ,4 ]
Wong, Sunny Hei [1 ,2 ]
Coker, Olabisi Oluwabukola [1 ,2 ]
Dai, Zhenwei [1 ,2 ]
Li, Xiangchun [1 ,2 ]
Szeto, Chun-Ho [1 ,2 ]
Sugimura, Naoki [1 ,2 ]
Lam, Thomas Yuen-Tung [1 ,2 ]
Yu, Allen Chi-Shing [5 ,6 ]
Wang, Xiansong [1 ,2 ,4 ]
Chen, Zigui [3 ]
Wong, Martin Chi-Sang [7 ]
Ng, Siew Chien [1 ,2 ]
Chan, Matthew Tak Vai [4 ]
Chan, Paul Kay Sheung [3 ]
Chan, Francis Ka Leung [1 ,2 ]
Sung, Joseph Jao-Yiu [1 ,2 ]
Yu, Jun [1 ,2 ]
机构
[1] Chinese Univ Hong Kong, CUHK Shenzhen Res Inst, Li Ka Shing Inst Hlth Sci, Inst Digest Dis, Hong Kong, Hong Kong, Peoples R China
[2] Chinese Univ Hong Kong, CUHK Shenzhen Res Inst, Li Ka Shing Inst Hlth Sci, Dept Med & Therapeut,State Key Lab Digest Dis, Hong Kong, Hong Kong, Peoples R China
[3] Chinese Univ Hong Kong, Dept Microbiol, Hong Kong, Hong Kong, Peoples R China
[4] Chinese Univ Hong Kong, Dept Anaesthesia & Intens Care, Hong Kong, Hong Kong, Peoples R China
[5] Chinese Univ Hong Kong, Sch Life Sci, Hong Kong, Hong Kong, Peoples R China
[6] Chinese Univ Hong Kong, Hong Kong Bioinformat Ctr, Hong Kong, Hong Kong, Peoples R China
[7] Chinese Univ Hong Kong, Jockey Club Sch Publ Hlth & Primary Care, Hong Kong, Hong Kong, Peoples R China
关键词
Colorectal Cancer; Microbiome; Sequencing; Stool; HUMAN GUT MICROBIOME; FECAL IMMUNOCHEMICAL TEST; HUMAN CYTOMEGALOVIRUS; T-ANTIGEN; VIRUS; DNA; ENTEROVIRUS; INFECTION; DISEASE; MODEL;
D O I
10.1053/j.gastro.2018.04.018
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
BACKGROUND & AIMS: Patients with colorectal cancer (CRC) have a different gut microbiome signature than individuals without CRC. Little is known about the viral component of CRC-associated microbiome. We aimed to identify and validate viral taxonomic markers of CRC that might be used in detection of the disease or predicting outcome. METHODS: We performed shotgun metagenomic analyses of viromes of fecal samples from 74 patients with CRC (cases) and 92 individuals without CRC (controls) in Hong Kong (discovery cohort). Viral sequences were classified by taxonomic alignment against an integrated microbial reference genome database. Viral markers associated with CRC were validated using fecal samples from 3 separate cohorts: 111 patients with CRC and 112 controls in Hong Kong, 46 patients with CRC and 63 controls in Austria, and 91 patients with CRC and 66 controls in France and Germany. Using abundance profiles of CRC-associated virome genera, we constructed random survival forest models to identify those associated with patient survival times. RESULTS: The diversity of the gut bacteriophage community was significantly increased in patients with CRC compared with controls. Twenty-two viral taxa discriminated cases from controls with an area under the receiver operating characteristic curve of 0.802 in the discovery cohort. The viral markers were validated in 3 cohorts, with area under the receiver operating characteristic curves of 0.763, 0.736, and 0.715, respectively. Clinical subgroup analysis showed that dysbiosis of the gut virome was associated with early-and late-stage CRC. A combination of 4 taxonomic markers associated with reduced survival of patients with CRC (log-rank test, P = 8.1 x 10(-6)) independently of tumor stage, lymph node metastases, or clinical parameters. We found altered interactions between bacteriophages and oral bacterial commensals in fecal samples from patients with CRC compared with controls. CONCLUSIONS: In a meta-genomic analysis of fecal samples from patients and controls, we identified virome signatures associated with CRC. These data might be used to develop tools to identify individuals with CRC or predict outcomes.
引用
收藏
页码:529 / +
页数:18
相关论文
共 85 条
[21]   cocor: A Comprehensive Solution for the Statistical Comparison of Correlations [J].
Diedenhofen, Birk ;
Musch, Jochen .
PLOS ONE, 2015, 10 (04)
[22]  
Dimberg J, 2013, ANTICANCER RES, V33, P4947
[23]   Orthobunyaviruses: recent genetic and structural insights [J].
Elliott, Richard M. .
NATURE REVIEWS MICROBIOLOGY, 2014, 12 (10) :673-685
[24]  
Enam S, 2002, CANCER RES, V62, P7093
[25]   Gut microbiome development along the colorectal adenoma-carcinoma sequence [J].
Feng, Qiang ;
Liang, Suisha ;
Jia, Huijue ;
Stadlmayr, Andreas ;
Tang, Longqing ;
Lan, Zhou ;
Zhang, Dongya ;
Xia, Huihua ;
Xu, Xiaoying ;
Jie, Zhuye ;
Su, Lili ;
Li, Xiaoping ;
Li, Xin ;
Li, Junhua ;
Xiao, Liang ;
Huber-Schoenauer, Ursula ;
Niederseer, David ;
Xu, Xun ;
Al-Aama, Jumana Yousuf ;
Yang, Huanming ;
Wang, Jian ;
Kristiansen, Karsten ;
Arumugam, Manimozhiyan ;
Tilg, Herbert ;
Datz, Christian ;
Wang, Jun .
NATURE COMMUNICATIONS, 2015, 6
[26]   Genome-virome interactions: examining the role of common viral infections in complex disease [J].
Foxman, Ellen F. ;
Iwasaki, Akiko .
NATURE REVIEWS MICROBIOLOGY, 2011, 9 (04) :254-264
[27]   Sparse inverse covariance estimation with the graphical lasso [J].
Friedman, Jerome ;
Hastie, Trevor ;
Tibshirani, Robert .
BIOSTATISTICS, 2008, 9 (03) :432-441
[28]   Recombination of Retrotransposon and Exogenous RNA Virus Results in Nonretroviral cDNA Integration [J].
Geuking, Markus B. ;
Weber, Jacqueline ;
Dewannieux, Marie ;
Gorelik, Elieser ;
Heidmann, Thierry ;
Hengartner, Hans ;
Zinkernagel, Rolf M. ;
Hangartner, Lars .
SCIENCE, 2009, 323 (5912) :393-396
[29]   Association of JC virus T-antigen expression with the methylator phenotype in sporadic colorectal cancers [J].
Goel, Ajay ;
Li, Mei-Shu ;
Nagasaka, Takeshi ;
Shin, Sung Kwan ;
Fuerst, Florentine ;
Ricciardiello, Luigi ;
Wasserman, Linda ;
Boland, C. Richard .
GASTROENTEROLOGY, 2006, 130 (07) :1950-1961
[30]   Pathogenesis of type 1 diabetes mellitus: interplay between enterovirus and host [J].
Hober, Didier ;
Sauter, Pierre .
NATURE REVIEWS ENDOCRINOLOGY, 2010, 6 (05) :279-289