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Comprehensive functional genomic analyses link APC somatic mutation and mRNA-miRNA networks to the clinical outcome of stage-III colorectal cancer patients
BACKGROUND: Colorectal cancer (CRC) is a major health concern globally, but exhibits regional and/or environmental distinctions in terms of outcome especially for patients with stage III CRC. METHODS: From 2014 to 2016, matched pairs of tumor and adjacent normal tissue samples from 60 patients with...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Chang Gung University
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9250073/ https://www.ncbi.nlm.nih.gov/pubmed/35550340 http://dx.doi.org/10.1016/j.bj.2021.03.001 |
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author | Chiang, Sum-Fu Huang, Heng-Hsuan Tsai, Wen-Sy Chin-Ming Tan, Bertrand Yang, Chia-Yu Huang, Po-Jung Yi-Feng Chang, Ian Lin, Jiarong Lu, Pei-Shan Chin, En Liu, Yu-Hao Yu, Jau-Song Chiang, Jy-Ming Hung, Hsin-Yuan You, Jeng-Fu Liu, Hsuan |
author_facet | Chiang, Sum-Fu Huang, Heng-Hsuan Tsai, Wen-Sy Chin-Ming Tan, Bertrand Yang, Chia-Yu Huang, Po-Jung Yi-Feng Chang, Ian Lin, Jiarong Lu, Pei-Shan Chin, En Liu, Yu-Hao Yu, Jau-Song Chiang, Jy-Ming Hung, Hsin-Yuan You, Jeng-Fu Liu, Hsuan |
author_sort | Chiang, Sum-Fu |
collection | PubMed |
description | BACKGROUND: Colorectal cancer (CRC) is a major health concern globally, but exhibits regional and/or environmental distinctions in terms of outcome especially for patients with stage III CRC. METHODS: From 2014 to 2016, matched pairs of tumor and adjacent normal tissue samples from 60 patients with stage I–IV CRC from Chang Gung Memorial Hospital in Taiwan were analyzed using next-generation sequencing. The DNA, mRNA, and miRNA sequences of paired tumor tissues were profiled. An observational study with survival analysis was done. Online datasets of The Cancer Genome Atlas (TCGA) and The International Cancer Genome Consortium (ICGC) were also integrated and compared. RESULTS: The gene that exhibited the highest mutation rate was adenomatous polyposis coli (APC) (75.0%), followed by TP53 (70.0%), KRAS (56.6%), and TTN (48.3%). APC was also the most frequently mutated gene in TCGA and ICGC datasets. Surprisingly, for non-metastatic cases (stages I-III), CRC patients with mutated APC had better outcome in terms of overall survival (p = 0.041) and recurrence free survival (p = 0.0048). Particularly for stage III CRC, the overall survival rate was 94.4% and 67.7%, respectively (p = 0.018), and the recurrence free survival rate was 94.4% and 16.7%, respectively (p = 0.00044). Further clinical and gene expression analyses revealed that the APC wt specimens to a greater extent exhibit poor differentiation state as well as EGFR upregulation, providing molecular basis for the poor prognosis of these patients. Finally, based on integrated transcriptome analysis, we constructed the mRNA-miRNA networks underlying disease recurrence of the stage III CRC and uncovered potential therapeutic targets for this clinical condition. CONCLUSION: For stage III CRC, patients with mutated APC had better overall and recurrence free survival. |
format | Online Article Text |
id | pubmed-9250073 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Chang Gung University |
record_format | MEDLINE/PubMed |
spelling | pubmed-92500732022-07-06 Comprehensive functional genomic analyses link APC somatic mutation and mRNA-miRNA networks to the clinical outcome of stage-III colorectal cancer patients Chiang, Sum-Fu Huang, Heng-Hsuan Tsai, Wen-Sy Chin-Ming Tan, Bertrand Yang, Chia-Yu Huang, Po-Jung Yi-Feng Chang, Ian Lin, Jiarong Lu, Pei-Shan Chin, En Liu, Yu-Hao Yu, Jau-Song Chiang, Jy-Ming Hung, Hsin-Yuan You, Jeng-Fu Liu, Hsuan Biomed J Original Article BACKGROUND: Colorectal cancer (CRC) is a major health concern globally, but exhibits regional and/or environmental distinctions in terms of outcome especially for patients with stage III CRC. METHODS: From 2014 to 2016, matched pairs of tumor and adjacent normal tissue samples from 60 patients with stage I–IV CRC from Chang Gung Memorial Hospital in Taiwan were analyzed using next-generation sequencing. The DNA, mRNA, and miRNA sequences of paired tumor tissues were profiled. An observational study with survival analysis was done. Online datasets of The Cancer Genome Atlas (TCGA) and The International Cancer Genome Consortium (ICGC) were also integrated and compared. RESULTS: The gene that exhibited the highest mutation rate was adenomatous polyposis coli (APC) (75.0%), followed by TP53 (70.0%), KRAS (56.6%), and TTN (48.3%). APC was also the most frequently mutated gene in TCGA and ICGC datasets. Surprisingly, for non-metastatic cases (stages I-III), CRC patients with mutated APC had better outcome in terms of overall survival (p = 0.041) and recurrence free survival (p = 0.0048). Particularly for stage III CRC, the overall survival rate was 94.4% and 67.7%, respectively (p = 0.018), and the recurrence free survival rate was 94.4% and 16.7%, respectively (p = 0.00044). Further clinical and gene expression analyses revealed that the APC wt specimens to a greater extent exhibit poor differentiation state as well as EGFR upregulation, providing molecular basis for the poor prognosis of these patients. Finally, based on integrated transcriptome analysis, we constructed the mRNA-miRNA networks underlying disease recurrence of the stage III CRC and uncovered potential therapeutic targets for this clinical condition. CONCLUSION: For stage III CRC, patients with mutated APC had better overall and recurrence free survival. Chang Gung University 2022-04 2021-03-16 /pmc/articles/PMC9250073/ /pubmed/35550340 http://dx.doi.org/10.1016/j.bj.2021.03.001 Text en © 2021 Chang Gung University. Publishing services by Elsevier B.V. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Original Article Chiang, Sum-Fu Huang, Heng-Hsuan Tsai, Wen-Sy Chin-Ming Tan, Bertrand Yang, Chia-Yu Huang, Po-Jung Yi-Feng Chang, Ian Lin, Jiarong Lu, Pei-Shan Chin, En Liu, Yu-Hao Yu, Jau-Song Chiang, Jy-Ming Hung, Hsin-Yuan You, Jeng-Fu Liu, Hsuan Comprehensive functional genomic analyses link APC somatic mutation and mRNA-miRNA networks to the clinical outcome of stage-III colorectal cancer patients |
title | Comprehensive functional genomic analyses link APC somatic mutation and mRNA-miRNA networks to the clinical outcome of stage-III colorectal cancer patients |
title_full | Comprehensive functional genomic analyses link APC somatic mutation and mRNA-miRNA networks to the clinical outcome of stage-III colorectal cancer patients |
title_fullStr | Comprehensive functional genomic analyses link APC somatic mutation and mRNA-miRNA networks to the clinical outcome of stage-III colorectal cancer patients |
title_full_unstemmed | Comprehensive functional genomic analyses link APC somatic mutation and mRNA-miRNA networks to the clinical outcome of stage-III colorectal cancer patients |
title_short | Comprehensive functional genomic analyses link APC somatic mutation and mRNA-miRNA networks to the clinical outcome of stage-III colorectal cancer patients |
title_sort | comprehensive functional genomic analyses link apc somatic mutation and mrna-mirna networks to the clinical outcome of stage-iii colorectal cancer patients |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9250073/ https://www.ncbi.nlm.nih.gov/pubmed/35550340 http://dx.doi.org/10.1016/j.bj.2021.03.001 |
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