Fecal Bacteria Act as Novel Biomarkers for Noninvasive Diagnosis of Colorectal Cancer

被引:280
作者
Liang, Qiaoyi [1 ,2 ]
Chiu, Jonathan [1 ,2 ]
Chen, Yingxuan [3 ,4 ]
Huang, Yanqin
Higashimori, Akira [1 ,2 ,5 ]
Fang, Jingyuan [3 ]
Brim, Hassan [6 ,7 ]
Ashktorab, Hassan [6 ,7 ]
Ng, Siew Chien [1 ,2 ]
Ng, Simon Siu Man [8 ]
Zheng, Shu [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, Inst Digest Dis, Hong Kong, Hong Kong, Peoples R China
[2] Chinese Univ Hong Kong, CUHK Shenzhen Res Inst, Dept Med & Therapeut, State Key Lab Digest Dis,Li Ka Shing Inst Hlth Sc, Hong Kong, Hong Kong, Peoples R China
[3] Shanghai Jiao Tong Univ, Sch Med, Renji Hosp, Div Gastroenterol & Hepatol, Shanghai, Peoples R China
[4] Zhejiang Univ, Sch Med, Key Lab Mol Biol Med Sci,Affiliated Hosp 2,Canc I, Key Lab Canc Prevent & Intervent,China Natl Minis, Hangzhou, Zhejiang, Peoples R China
[5] Osaka City Univ, Grad Sch Med, Dept Gastroenterol, Abeno Ku, Osaka, Japan
[6] Howard Univ, Coll Med, Canc Ctr, Washington, DC USA
[7] Howard Univ, Coll Med, Pathol Dept, Washington, DC USA
[8] Chinese Univ Hong Kong, Dept Surg, Hong Kong, Hong Kong, Peoples R China
关键词
RIBOSOMAL-RNA GENES; REAL-TIME PCR; SP NOV; MICROBIOTA; POPULATIONS;
D O I
10.1158/1078-0432.CCR-16-1599
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose: Gut microbiota have been implicated in the development of colorectal cancer. We evaluated the utility of fecal bacterial marker candidates identified by our metagenome sequencing analysis for colorectal cancer diagnosis. Experimental Design: Subjects (total 439; 203 colorectal cancer and 236 healthy subjects) from two independent Asian cohorts were included. Probe-based duplex quantitative PCR (qPCR) assays were established for the quantification of bacterial marker candidates. Results: Candidates identified by metagenome sequencing, including Fusobacterium nucleatum (Fn), Bacteroides clarus (Bc), Roseburia intestinalis (Ri), Clostridium hathewayi (Ch), and one undefined species (labeled as m7), were examined in fecal samples of 203 colorectal cancer patients and 236 healthy controls by duplex-qPCR. Strong positive correlations were demonstrated between the quantification of each candidate by our qPCR assays and metagenomics approach (r = 0.801-0.934, all P < 0.0001). Fn was significantly more abundant in colorectal cancer than controls (P < 0.0001), with AUROC of 0.868 (P < 0.0001). At the best cut-off value maximizing sum of sensitivity and specificity, Fn discriminated colorectal cancer from controls with a sensitivity of 77.7%, and specificity of 79.5% in cohort I. A simple linear combination of four bacteria (Fn + Ch + m7Bc) showed an improved diagnostic ability compared with Fn alone (AUROC = 0.886, P < 0.0001) in cohort I. These findings were further confirmed in an independent cohort II. In particular, improved diagnostic performances of Fn alone (sensitivity 92.8%, specificity 79.8%) and four bacteria (sensitivity 92.8%, specificity 81.5%) were achieved in combination with fecal immunochemical testing for the detection of colorectal cancer. Conclusions: Stool-based colorectal cancer-associated bacteria can serve as novel noninvasive diagnostic biomarkers for colorectal cancer. (C) 2016 AACR.
引用
收藏
页码:2061 / 2070
页数:10
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