Analysis of relapse-associated alternative mRNA splicing and construction of a prognostic signature predicting relapse in I–III colon cancer
The literature comprehensively analyzed alternative splicing (AS) events in colon cancer is little and corresponding prognostic signature is still a lack. Based on data of TCGA, the relapse-associated ASs were comprehensively analyzed and a signature was further constructed to predict the relapse in...
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Published in | Genomics (San Diego, Calif.) Vol. 112; no. 6; pp. 4032 - 4040 |
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Main Authors | , , , , , , , , |
Format | Journal Article |
Language | English |
Published |
United States
Elsevier Inc
01.11.2020
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Subjects | |
Online Access | Get full text |
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Summary: | The literature comprehensively analyzed alternative splicing (AS) events in colon cancer is little and corresponding prognostic signature is still a lack. Based on data of TCGA, the relapse-associated ASs were comprehensively analyzed and a signature was further constructed to predict the relapse in I–III colon cancer. In total 1912 ASs of 1384 mRNA were identified as relapse-associated ASs, protein-protein interactions (PPI) and ASs-splicing factors (SF) interactions network were identified. We finally built a robust signature to predict the relapse of I–III colon cancer with a considerable AUC value in both the training group and the test group. The AUC in the entire set at 1, 3 and 5 year was 0.85, 0.83 and 0.836. Our study provided a profile of relapse-associated ASs in I–III colon cancer and built a robust signature to predict the relapse of I–III colon cancer.
•Relapse-associated alternative splicing (AS) in colon cancer were identified.•Potential interactions of relapse-associated ASs, relevant proteins, and splicing factors (SFs) were analyzed.•A robust signature was constructed in the training set.•The signature was validated to be efficient. |
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Bibliography: | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 |
ISSN: | 0888-7543 1089-8646 |
DOI: | 10.1016/j.ygeno.2020.07.002 |