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*

*Corresponding author for this work

Research output: Contribution to journalJournal Article peer-review

7 Scopus citations

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.

Original languageEnglish
Pages (from-to)144-153
Number of pages10
JournalBiomedical Journal
Volume46
Issue number1
DOIs
StatePublished - 02 2023

Bibliographical note

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

Keywords

  • Biomarker
  • Colonoscopy
  • Prioritization
  • Screening
  • Colorectal Neoplasms/diagnosis
  • MicroRNAs/genetics
  • Prospective Studies
  • Prognosis
  • Humans
  • Logistic Models

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