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

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*

*此作品的通信作者

研究成果: 期刊稿件文章同行評審

9 引文 斯高帕斯(Scopus)

摘要

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.

原文英語
頁(從 - 到)144-153
頁數10
期刊Biomedical Journal
46
發行號1
DOIs
出版狀態已出版 - 02 2023

文獻附註

Copyright © 2022 Chang Gung University. Published by Elsevier B.V. All rights reserved.

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