Fecal microbial biomarkers combined with multi-target stool DNA test improve diagnostic accuracy for colorectal cancer

被引:4
|
作者
Fan, Jin-Qing [1 ]
Zhao, Wang-Fang [2 ]
Lu, Qi-Wen [2 ]
Zha, Fu-Rong [3 ]
Lv, Le-Bin [4 ]
Ye, Guo-Liang [2 ]
Gao, Han-Lu [4 ]
机构
[1] Ningbo Univ, Dept Tradit Chinese Med, Affiliated Hosp 1, Ningbo 315000, Zhejiang Provin, Peoples R China
[2] Ningbo Univ, Dept Gastroenterol, Affiliated Hosp 1, Ningbo 315000, Zhejiang Provin, Peoples R China
[3] Shanghai BIOZERON Biotechnol Co, Dept Bioinformat Anal, Shanghai 201800, Peoples R China
[4] Ningbo Univ, Dept Prevent Med, Affiliated Hosp 1, 247 Renmin Rd, Ningbo 315000, Zhejiang Provin, Peoples R China
关键词
Gut microbiome; Colorectal cancer; Diagnostic model; Multi-target stool DNA test; Tumor biomarker;
D O I
10.4251/wjgo.v15.i8.1424
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
BACKGROUND Colorectal cancer (CRC) is a major global health burden. The current diagnostic tests have shortcomings of being invasive and low accuracy.AIM To explore the combination of intestinal microbiome composition and multi-target stool DNA (MT-sDNA) test in the diagnosis of CRC.METHODS We assessed the performance of the MT-sDNA test based on a hospital clinical trial. The intestinal microbiota was tested using 16S rRNA gene sequencing. This case-control study enrolled 54 CRC patients and 51 healthy controls. We identified biomarkers of bacterial structure, analyzed the relationship between different tumor markers and the relative abundance of related flora components, and distinguished CRC patients from healthy subjects by the linear discriminant analysis effect size, redundancy analysis, and random forest analysis.RESULTS MT-sDNA was associated with Bacteroides. MT-sDNA and carcinoembryonic antigen (CEA) were positively correlated with the existence of Parabacteroides, and alpha-fetoprotein (AFP) was positively associated with Faecalibacterium and Megamonas. In the random forest model, the existence of Streptococcus, Escherichia, Chitinophaga, Parasutterella, Lachnospira, and Romboutsia can distinguish CRC from health controls. The diagnostic accuracy of MT-sDNA combined with the six genera and CEA in the diagnosis of CRC was 97.1%, with a sensitivity and specificity of 98.1% and 92.3%, respectively.CONCLUSION There is a positive correlation of MT-sDNA, CEA, and AFP with intestinal microbiome. Eight biomarkers including six genera of gut microbiota, MT-sDNA, and CEA showed a prominent sensitivity and specificity for CRC prediction, which could be used as a non-invasive method for improving the diagnostic accuracy for this malignancy.
引用
收藏
页码:1424 / 1435
页数:12
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