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Fecal Multidimensional Assay for Non-Invasive Detection of Colorectal Cancer: Fecal Immunochemical Test, Stool DNA Mutation, Methylation, and Intestinal Bacteria Analysis

BACKGROUND: Fecal immunochemical test (FIT), DNA mutation, DNA methylation, and microbial dysbiosis all showed promising in colorectal cancer (CRC) non-invasive detection. We assessed CRC detection with an assay combining all these strategies and investigated the effect of clinical features on the p...

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Autores principales: Mo, Shaobo, Wang, Hui, Han, Lingyu, Xiang, Wenqiang, Dai, Weixing, Zhao, Pengfei, Pei, Fengchun, Su, Zhixi, Ma, Chengcheng, Li, Qi, Wang, Zhimin, Cai, Sanjun, Wang, Hao, Liu, Rui, Cai, Guoxiang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7947614/
https://www.ncbi.nlm.nih.gov/pubmed/33718241
http://dx.doi.org/10.3389/fonc.2021.643136
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author Mo, Shaobo
Wang, Hui
Han, Lingyu
Xiang, Wenqiang
Dai, Weixing
Zhao, Pengfei
Pei, Fengchun
Su, Zhixi
Ma, Chengcheng
Li, Qi
Wang, Zhimin
Cai, Sanjun
Wang, Hao
Liu, Rui
Cai, Guoxiang
author_facet Mo, Shaobo
Wang, Hui
Han, Lingyu
Xiang, Wenqiang
Dai, Weixing
Zhao, Pengfei
Pei, Fengchun
Su, Zhixi
Ma, Chengcheng
Li, Qi
Wang, Zhimin
Cai, Sanjun
Wang, Hao
Liu, Rui
Cai, Guoxiang
author_sort Mo, Shaobo
collection PubMed
description BACKGROUND: Fecal immunochemical test (FIT), DNA mutation, DNA methylation, and microbial dysbiosis all showed promising in colorectal cancer (CRC) non-invasive detection. We assessed CRC detection with an assay combining all these strategies and investigated the effect of clinical features on the performance of this comprehensive test. METHODS: We performed a multidimensional analysis study using stool samples collected from 108 patients with CRC, 18 patients with colorectal adenoma, and 36 individuals with no evidence of colorectal disease. The multidimensional analysis of stool samples including FIT, stool DNA (sDNA) tests for three methylated genes (Septin9, NDRG4, BMP3) and three mutated genes (KRAS, BRAF, PI3KCA) using next generation sequencing as well as detection of stool bacteria level of Fusobacterium nucleatum and Parvimonas micra using qPCR method. We used a linear support vector classification model to analyze the data. RESULTS: The sensitivity of FIT alone was 69.4% for CRC and 11.1% for adenoma. Separately, the sensitivity of the detection of intestinal bacteria, DNA mutation, and DNA methylation for CRC was 58.3, 50.0, and 51.9%, respectively. The combination of FIT and sDNA tests had a sensitivity of 81.5% for CRC (AUC: 0.93, better than FIT alone, P = 0.017) and 27.8% for adenoma with 94.4% specificity. Sensitivity of the multidimensional test to detect CRC with stage II (84.6%) and III (91.9%) CRC was relatively higher (88.2%) than that of patients with stage I (60.0%) and stage IV (75.0%) (P = 0.024). The rate of CRC detection increased with tumor size (P = 0.008) and age (P = 0.04). Interestingly, the rate of CRC detection was higher in smoking persons than non-smokers with marginal significance (P = 0.08). CONCLUSIONS: The multidimensional assay of stool samples combining FIT and stool DNA tests further improved the diagnostic sensitivity for CRC. This could provide new approach for improvement of CRC screening and further demonstrations are warranted.
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spelling pubmed-79476142021-03-12 Fecal Multidimensional Assay for Non-Invasive Detection of Colorectal Cancer: Fecal Immunochemical Test, Stool DNA Mutation, Methylation, and Intestinal Bacteria Analysis Mo, Shaobo Wang, Hui Han, Lingyu Xiang, Wenqiang Dai, Weixing Zhao, Pengfei Pei, Fengchun Su, Zhixi Ma, Chengcheng Li, Qi Wang, Zhimin Cai, Sanjun Wang, Hao Liu, Rui Cai, Guoxiang Front Oncol Oncology BACKGROUND: Fecal immunochemical test (FIT), DNA mutation, DNA methylation, and microbial dysbiosis all showed promising in colorectal cancer (CRC) non-invasive detection. We assessed CRC detection with an assay combining all these strategies and investigated the effect of clinical features on the performance of this comprehensive test. METHODS: We performed a multidimensional analysis study using stool samples collected from 108 patients with CRC, 18 patients with colorectal adenoma, and 36 individuals with no evidence of colorectal disease. The multidimensional analysis of stool samples including FIT, stool DNA (sDNA) tests for three methylated genes (Septin9, NDRG4, BMP3) and three mutated genes (KRAS, BRAF, PI3KCA) using next generation sequencing as well as detection of stool bacteria level of Fusobacterium nucleatum and Parvimonas micra using qPCR method. We used a linear support vector classification model to analyze the data. RESULTS: The sensitivity of FIT alone was 69.4% for CRC and 11.1% for adenoma. Separately, the sensitivity of the detection of intestinal bacteria, DNA mutation, and DNA methylation for CRC was 58.3, 50.0, and 51.9%, respectively. The combination of FIT and sDNA tests had a sensitivity of 81.5% for CRC (AUC: 0.93, better than FIT alone, P = 0.017) and 27.8% for adenoma with 94.4% specificity. Sensitivity of the multidimensional test to detect CRC with stage II (84.6%) and III (91.9%) CRC was relatively higher (88.2%) than that of patients with stage I (60.0%) and stage IV (75.0%) (P = 0.024). The rate of CRC detection increased with tumor size (P = 0.008) and age (P = 0.04). Interestingly, the rate of CRC detection was higher in smoking persons than non-smokers with marginal significance (P = 0.08). CONCLUSIONS: The multidimensional assay of stool samples combining FIT and stool DNA tests further improved the diagnostic sensitivity for CRC. This could provide new approach for improvement of CRC screening and further demonstrations are warranted. Frontiers Media S.A. 2021-02-25 /pmc/articles/PMC7947614/ /pubmed/33718241 http://dx.doi.org/10.3389/fonc.2021.643136 Text en Copyright © 2021 Mo, Wang, Han, Xiang, Dai, Zhao, Pei, Su, Ma, Li, Wang, Cai, Wang, Liu and Cai http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Oncology
Mo, Shaobo
Wang, Hui
Han, Lingyu
Xiang, Wenqiang
Dai, Weixing
Zhao, Pengfei
Pei, Fengchun
Su, Zhixi
Ma, Chengcheng
Li, Qi
Wang, Zhimin
Cai, Sanjun
Wang, Hao
Liu, Rui
Cai, Guoxiang
Fecal Multidimensional Assay for Non-Invasive Detection of Colorectal Cancer: Fecal Immunochemical Test, Stool DNA Mutation, Methylation, and Intestinal Bacteria Analysis
title Fecal Multidimensional Assay for Non-Invasive Detection of Colorectal Cancer: Fecal Immunochemical Test, Stool DNA Mutation, Methylation, and Intestinal Bacteria Analysis
title_full Fecal Multidimensional Assay for Non-Invasive Detection of Colorectal Cancer: Fecal Immunochemical Test, Stool DNA Mutation, Methylation, and Intestinal Bacteria Analysis
title_fullStr Fecal Multidimensional Assay for Non-Invasive Detection of Colorectal Cancer: Fecal Immunochemical Test, Stool DNA Mutation, Methylation, and Intestinal Bacteria Analysis
title_full_unstemmed Fecal Multidimensional Assay for Non-Invasive Detection of Colorectal Cancer: Fecal Immunochemical Test, Stool DNA Mutation, Methylation, and Intestinal Bacteria Analysis
title_short Fecal Multidimensional Assay for Non-Invasive Detection of Colorectal Cancer: Fecal Immunochemical Test, Stool DNA Mutation, Methylation, and Intestinal Bacteria Analysis
title_sort fecal multidimensional assay for non-invasive detection of colorectal cancer: fecal immunochemical test, stool dna mutation, methylation, and intestinal bacteria analysis
topic Oncology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7947614/
https://www.ncbi.nlm.nih.gov/pubmed/33718241
http://dx.doi.org/10.3389/fonc.2021.643136
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