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
相关论文
共 50 条
  • [41] Novel Multi-Target Stool DNA Marker Panel Yields Highly Accurate Detection of Colorectal Cancer and Premalignant Neoplasia
    Domanico, MIchael
    Kisiel, John
    Gagrat, Zubin
    Bourne, Bridget
    Allawi, Hatim T.
    Taylor, William
    Leduc, Christine
    Matter, Michael B.
    Mahoney, Douglas W.
    Ahlquist, David
    Lidgard, Graham
    Limburg, Paul
    Johnson, Scott
    AMERICAN JOURNAL OF GASTROENTEROLOGY, 2019, 114 : S191 - S191
  • [42] Real-world multi-target stool DNA longitudinal adherence for colorectal cancer rescreening in a large, national population
    Greene, Mallik
    Dore, Michael
    Ebner, Derek W.
    Pew, Timo
    Johnson, William
    Kisiel, John B.
    Fendrick, A. Mark
    Ozbay, Burak Burak
    Limburg, Paul J.
    JOURNAL OF CLINICAL ONCOLOGY, 2024, 42 (16)
  • [44] Non-Invasive Detection of Sessile Serrated Polyps in an Average Risk Colorectal Cancer Screening Population: Comparison of Multi-Target Stool DNA and Fecal Immunochemical Testing
    Berger, Barry M.
    Imperiale, Thomas F.
    Hilsden, Robert J.
    Aguilar, Humberto
    Barclay, Robert L.
    Kisiel, John B.
    Lavin, Phillip
    Ahlquist, David A.
    Lidgard, Graham P.
    GASTROENTEROLOGY, 2014, 146 (05) : S31 - S31
  • [45] Off-Label Use of the Multi-Target Stool DNA Test (Cologuard™) in Primary Care
    Agarwal, Amol
    Zhang, Talan
    Ravindran, Nishal
    Thuluvath, Paul
    Maheshwari, Anurag
    AMERICAN JOURNAL OF GASTROENTEROLOGY, 2020, 115 : S138 - S139
  • [46] A Single Center Review of Patients With a Positive Multi-Target Stool DNA Test and Negative Colonoscopy
    Talabiska, Nicholas
    Bergenstock, Marika
    Pedroso, Claire
    Talabiska, David
    Shellenberger, Joshua
    AMERICAN JOURNAL OF GASTROENTEROLOGY, 2020, 115 : S137 - S138
  • [47] Comparing Yield of Colonoscopy After Abnormal Multi-Target Stool DNA Test Compared to Fecal Immunochemical Test for Average-Risk Patients Undergoing Screening
    Sandozi, Mudassar
    Clark, Justin
    Bauer, Benjamin
    Geiser, Andrew
    Rudser, Kyle
    Sandozi, Irfan K.
    Shaukat, Aasma
    AMERICAN JOURNAL OF GASTROENTEROLOGY, 2023, 118 (10): : S239 - S240
  • [48] Colorectal Cancer Screening With Multi-target Stool DNA-based Testing: Previous Screening History of the Initial Patient Cohort
    Berger, Barry M.
    Hooker, Ana
    Bethke, Lisa
    Parton, Marcus
    Myers, Eran
    Laffin, Jennifer
    AMERICAN JOURNAL OF GASTROENTEROLOGY, 2015, 110 : S607 - S607
  • [49] Evaluation of a multimedia outreach campaign for a multi-target stool DNA test for colorectal cancer screening among non-medicare employer population in the United States
    Shepherd, Martha E.
    Lecorps, Ashlee
    Inman, Lori
    Miller-Wilson, Lesley-Ann
    PREVENTIVE MEDICINE REPORTS, 2022, 28
  • [50] The Addition of Other Fecal Biomarkers Does Not Improve the Diagnostic Accuracy of Immunochemical Fecal Occult Blood Test Alone in a Colorrectal Cancer Screening Cohort
    Hijos-Mallada, Gonzalo
    Lue, Alberto
    Velamazan, Raul
    Saura, Nuria
    Abril, Carlos
    Lorenzo, Marta
    Navarro, Mercedes
    Chueca, Eduardo
    Arechavaleta, Samantha
    Gomollon, Fernando
    Lanas, Angel
    Sostres, Carlos
    FRONTIERS IN MEDICINE, 2021, 8