Cargando…
Prognosis of stage III colorectal carcinomas with FOLFOX adjuvant chemotherapy can be predicted by molecular subtype
Individualizing adjuvant chemotherapy is important in patients with advanced colorectal cancers (CRCs), and the ability to identify molecular subtypes predictive of good prognosis for stage III CRCs after adjuvant chemotherapy could be highly beneficial. We performed microarray-based gene expression...
Autores principales: | , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals LLC
2017
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5503619/ https://www.ncbi.nlm.nih.gov/pubmed/28455965 http://dx.doi.org/10.18632/oncotarget.17023 |
_version_ | 1783249138060623872 |
---|---|
author | Kwon, Yujin Park, Minhee Jang, Mi Yun, Seongju Kim, Won Kyu Kim, Sora Paik, Soonmyung Lee, Hyun Jung Hong, Sungpil Kim, Tae Il Min, Byungsoh Kim, Hoguen |
author_facet | Kwon, Yujin Park, Minhee Jang, Mi Yun, Seongju Kim, Won Kyu Kim, Sora Paik, Soonmyung Lee, Hyun Jung Hong, Sungpil Kim, Tae Il Min, Byungsoh Kim, Hoguen |
author_sort | Kwon, Yujin |
collection | PubMed |
description | Individualizing adjuvant chemotherapy is important in patients with advanced colorectal cancers (CRCs), and the ability to identify molecular subtypes predictive of good prognosis for stage III CRCs after adjuvant chemotherapy could be highly beneficial. We performed microarray-based gene expression analysis on 101 fresh-frozen primary samples from patients with stage III CRCs treated with FOLFOX adjuvant chemotherapy and 35 matched non-neoplastic mucosal tissues. CRC samples were classified into four molecular subtypes using nonnegative matrix factorization, and for comparison, we also grouped CRC samples using the proposed consensus molecular subtypes (CMSs). Of the 101 cases, 80 were classified into a CMS group, which shows a 79% correlation between the CMS classification and our four molecular subtypes. We found that two of our subtypes showed significantly higher disease-free survival and overall survival than the others. Group 2, in particular, which showed no disease recurrence or death, was characterized by high microsatellite instability (MSI-H, 6/21), abundant mucin production (12/21), and right-sided location (12/21); this group strongly correlated with CMS1 (microsatellite instability immune type). We further identified the molecular characteristics of each group and selected 10 potential biomarker genes from each. When these were compared to the previously reported molecular classifier genes, we found that 31 out of 40 selected genes were matched with those previously reported. Our findings indicate that molecular classification can reveal specific molecular subtypes correlating with clinicopathologic features of CRCs and can have predictive value for the prognosis for stage III CRCs with FOLFOX adjuvant chemotherapy. |
format | Online Article Text |
id | pubmed-5503619 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Impact Journals LLC |
record_format | MEDLINE/PubMed |
spelling | pubmed-55036192017-07-11 Prognosis of stage III colorectal carcinomas with FOLFOX adjuvant chemotherapy can be predicted by molecular subtype Kwon, Yujin Park, Minhee Jang, Mi Yun, Seongju Kim, Won Kyu Kim, Sora Paik, Soonmyung Lee, Hyun Jung Hong, Sungpil Kim, Tae Il Min, Byungsoh Kim, Hoguen Oncotarget Research Paper Individualizing adjuvant chemotherapy is important in patients with advanced colorectal cancers (CRCs), and the ability to identify molecular subtypes predictive of good prognosis for stage III CRCs after adjuvant chemotherapy could be highly beneficial. We performed microarray-based gene expression analysis on 101 fresh-frozen primary samples from patients with stage III CRCs treated with FOLFOX adjuvant chemotherapy and 35 matched non-neoplastic mucosal tissues. CRC samples were classified into four molecular subtypes using nonnegative matrix factorization, and for comparison, we also grouped CRC samples using the proposed consensus molecular subtypes (CMSs). Of the 101 cases, 80 were classified into a CMS group, which shows a 79% correlation between the CMS classification and our four molecular subtypes. We found that two of our subtypes showed significantly higher disease-free survival and overall survival than the others. Group 2, in particular, which showed no disease recurrence or death, was characterized by high microsatellite instability (MSI-H, 6/21), abundant mucin production (12/21), and right-sided location (12/21); this group strongly correlated with CMS1 (microsatellite instability immune type). We further identified the molecular characteristics of each group and selected 10 potential biomarker genes from each. When these were compared to the previously reported molecular classifier genes, we found that 31 out of 40 selected genes were matched with those previously reported. Our findings indicate that molecular classification can reveal specific molecular subtypes correlating with clinicopathologic features of CRCs and can have predictive value for the prognosis for stage III CRCs with FOLFOX adjuvant chemotherapy. Impact Journals LLC 2017-04-11 /pmc/articles/PMC5503619/ /pubmed/28455965 http://dx.doi.org/10.18632/oncotarget.17023 Text en Copyright: © 2017 Kwon et al. http://creativecommons.org/licenses/by/3.0/ This article is distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/3.0/) (CC-BY), which permits unrestricted use and redistribution provided that the original author and source are credited. |
spellingShingle | Research Paper Kwon, Yujin Park, Minhee Jang, Mi Yun, Seongju Kim, Won Kyu Kim, Sora Paik, Soonmyung Lee, Hyun Jung Hong, Sungpil Kim, Tae Il Min, Byungsoh Kim, Hoguen Prognosis of stage III colorectal carcinomas with FOLFOX adjuvant chemotherapy can be predicted by molecular subtype |
title | Prognosis of stage III colorectal carcinomas with FOLFOX adjuvant chemotherapy can be predicted by molecular subtype |
title_full | Prognosis of stage III colorectal carcinomas with FOLFOX adjuvant chemotherapy can be predicted by molecular subtype |
title_fullStr | Prognosis of stage III colorectal carcinomas with FOLFOX adjuvant chemotherapy can be predicted by molecular subtype |
title_full_unstemmed | Prognosis of stage III colorectal carcinomas with FOLFOX adjuvant chemotherapy can be predicted by molecular subtype |
title_short | Prognosis of stage III colorectal carcinomas with FOLFOX adjuvant chemotherapy can be predicted by molecular subtype |
title_sort | prognosis of stage iii colorectal carcinomas with folfox adjuvant chemotherapy can be predicted by molecular subtype |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5503619/ https://www.ncbi.nlm.nih.gov/pubmed/28455965 http://dx.doi.org/10.18632/oncotarget.17023 |
work_keys_str_mv | AT kwonyujin prognosisofstageiiicolorectalcarcinomaswithfolfoxadjuvantchemotherapycanbepredictedbymolecularsubtype AT parkminhee prognosisofstageiiicolorectalcarcinomaswithfolfoxadjuvantchemotherapycanbepredictedbymolecularsubtype AT jangmi prognosisofstageiiicolorectalcarcinomaswithfolfoxadjuvantchemotherapycanbepredictedbymolecularsubtype AT yunseongju prognosisofstageiiicolorectalcarcinomaswithfolfoxadjuvantchemotherapycanbepredictedbymolecularsubtype AT kimwonkyu prognosisofstageiiicolorectalcarcinomaswithfolfoxadjuvantchemotherapycanbepredictedbymolecularsubtype AT kimsora prognosisofstageiiicolorectalcarcinomaswithfolfoxadjuvantchemotherapycanbepredictedbymolecularsubtype AT paiksoonmyung prognosisofstageiiicolorectalcarcinomaswithfolfoxadjuvantchemotherapycanbepredictedbymolecularsubtype AT leehyunjung prognosisofstageiiicolorectalcarcinomaswithfolfoxadjuvantchemotherapycanbepredictedbymolecularsubtype AT hongsungpil prognosisofstageiiicolorectalcarcinomaswithfolfoxadjuvantchemotherapycanbepredictedbymolecularsubtype AT kimtaeil prognosisofstageiiicolorectalcarcinomaswithfolfoxadjuvantchemotherapycanbepredictedbymolecularsubtype AT minbyungsoh prognosisofstageiiicolorectalcarcinomaswithfolfoxadjuvantchemotherapycanbepredictedbymolecularsubtype AT kimhoguen prognosisofstageiiicolorectalcarcinomaswithfolfoxadjuvantchemotherapycanbepredictedbymolecularsubtype |