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MicroRNA-based signature for diagnosis and prognosis of colorectal cancer using residuum of fecal immunochemical test

Authors :
Chia-Chun Chen
Pi-Yueh Chang
Yu-Sun Chang
Jeng-Fu You
Err-Cheng Chan
Jinn-Shiun Chen
Wen-Sy Tsai
Yen-Lin Huang
Chung-Wei Fan
Hung-Chih Hsu
Jy-Ming Chiang
Source :
Biomedical Journal, Vol 46, Iss 1, Pp 144-153 (2023)
Publication Year :
2023
Publisher :
Elsevier, 2023.

Abstract

Background: Colorectal cancer (CRC) is still among the most lethal and prevalent malignancies in the world. Despite continuous efforts, the diagnosis and prognosis of CRC have never been satisfying, especially the non-invasive assays. Methods: Our study comprised three independent cohorts of 835 qualified stool samples. From 46 literature-identified miRNA candidates, four miRNA ratios were selected and developed into a miRNA-based signature after applied to the training and test sets. The clinical performances of this signature were further evaluated in the prospective cohorts. Results: Four miRNA ratios with significant alterations and the highest discriminating power between the CRC and control groups in the training set were successfully validated in the test set. In the training dataset, combining these four miRNA ratios using a logistic regression model improved the area under the curve value to 0.821 and obtained a sensitivity of 73.6% and specificity of 78.9%. This miRNA signature showed consistent performances in the other two sample cohorts, with the highest sensitivity of 85.7% in the prospective cohort. Additionally, the higher miRNA signature was associated with worse disease-free survival (hazard ratio = 2.27) and overall survival (hazard ratio = 1.83) of CRC patients. For fecal immunochemical test (FIT)-positive populations, the positive predictive value for CRC detection in miRNA-positive subjects was 3.43-fold higher in the prospective cohort, compared to FIT alone. Conclusion: This stool miRNA signature is highly associated with poor outcome of CRC and can be added to FIT tests to help identify the most at-risk group to receive prompt colonoscopy examination.

Details

Language :
English
ISSN :
23194170
Volume :
46
Issue :
1
Database :
Directory of Open Access Journals
Journal :
Biomedical Journal
Publication Type :
Academic Journal
Accession number :
edsdoj.2918836db8a4e7ba589b338948d4d2f
Document Type :
article
Full Text :
https://doi.org/10.1016/j.bj.2022.01.011