Cargando…
A prognostic classifier for patients with colorectal cancer liver metastasis, based on AURKA, PTGS2 and MMP9
BACKGROUND: Prognosis of patients with colorectal cancer liver metastasis (CRCLM) is estimated based on clinicopathological models. Stratifying patients based on tumor biology may have additional value. METHODS: Tissue micro-arrays (TMAs), containing resected CRCLM and corresponding primary tumors f...
Autores principales: | , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals LLC
2015
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4811521/ https://www.ncbi.nlm.nih.gov/pubmed/26497206 |
_version_ | 1782423981599490048 |
---|---|
author | Goos, Jeroen A.C.M. Coupé, Veerle M.H. van de Wiel, Mark A. Diosdado, Begoña Delis-Van Diemen, Pien M. Hiemstra, Annemieke C. de Cuba, Erienne M.V. Beliën, Jeroen A.M. Menke - van der Houven van Oordt, C. Willemien Geldof, Albert A. Meijer, Gerrit A. Hoekstra, Otto S. Fijneman, Remond J.A. |
author_facet | Goos, Jeroen A.C.M. Coupé, Veerle M.H. van de Wiel, Mark A. Diosdado, Begoña Delis-Van Diemen, Pien M. Hiemstra, Annemieke C. de Cuba, Erienne M.V. Beliën, Jeroen A.M. Menke - van der Houven van Oordt, C. Willemien Geldof, Albert A. Meijer, Gerrit A. Hoekstra, Otto S. Fijneman, Remond J.A. |
author_sort | Goos, Jeroen A.C.M. |
collection | PubMed |
description | BACKGROUND: Prognosis of patients with colorectal cancer liver metastasis (CRCLM) is estimated based on clinicopathological models. Stratifying patients based on tumor biology may have additional value. METHODS: Tissue micro-arrays (TMAs), containing resected CRCLM and corresponding primary tumors from a multi-institutional cohort of 507 patients, were immunohistochemically stained for 18 candidate biomarkers. Cross-validated hazard rate ratios (HRRs) for overall survival (OS) and the proportion of HRRs with opposite effect (P(HRR < 1) or P(HRR > 1)) were calculated. A classifier was constructed by classification and regression tree (CART) analysis and its prognostic value determined by permutation analysis. Correlations between protein expression in primary tumor-CRCLM pairs were calculated. RESULTS: Based on their putative prognostic value, EGFR (P(HRR < 1) = .02), AURKA (P(HRR < 1) = .02), VEGFA (P(HRR < 1) = .02), PTGS2 (P(HRR < 1) = .01), SLC2A1 (P(HRR > 1) < 01), HIF1α (P(HRR > 1) = .06), KCNQ1 (P(HRR > 1) = .09), CEA (P (HRR > 1) = .05) and MMP9 (P(HRR < 1) = .07) were included in the CART analysis (n = 201). The resulting classifier was based on AURKA, PTGS2 and MMP9 expression and was associated with OS (HRR 2.79, p < .001), also after multivariate analysis (HRR 3.57, p < .001). The prognostic value of the biomarker-based classifier was superior to the clinicopathological model (p = .001). Prognostic value was highest for colon cancer patients (HRR 5.71, p < .001) and patients not treated with systemic therapy (HRR 3.48, p < .01). Classification based on protein expression in primary tumors could be based on AURKA expression only (HRR 2.59, p = .04). CONCLUSION: A classifier was generated for patients with CRCLM with improved prognostic value compared to the standard clinicopathological prognostic parameters, which may aid selection of patients who may benefit from adjuvant systemic therapy. |
format | Online Article Text |
id | pubmed-4811521 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Impact Journals LLC |
record_format | MEDLINE/PubMed |
spelling | pubmed-48115212016-04-25 A prognostic classifier for patients with colorectal cancer liver metastasis, based on AURKA, PTGS2 and MMP9 Goos, Jeroen A.C.M. Coupé, Veerle M.H. van de Wiel, Mark A. Diosdado, Begoña Delis-Van Diemen, Pien M. Hiemstra, Annemieke C. de Cuba, Erienne M.V. Beliën, Jeroen A.M. Menke - van der Houven van Oordt, C. Willemien Geldof, Albert A. Meijer, Gerrit A. Hoekstra, Otto S. Fijneman, Remond J.A. Oncotarget Clinical Research Paper BACKGROUND: Prognosis of patients with colorectal cancer liver metastasis (CRCLM) is estimated based on clinicopathological models. Stratifying patients based on tumor biology may have additional value. METHODS: Tissue micro-arrays (TMAs), containing resected CRCLM and corresponding primary tumors from a multi-institutional cohort of 507 patients, were immunohistochemically stained for 18 candidate biomarkers. Cross-validated hazard rate ratios (HRRs) for overall survival (OS) and the proportion of HRRs with opposite effect (P(HRR < 1) or P(HRR > 1)) were calculated. A classifier was constructed by classification and regression tree (CART) analysis and its prognostic value determined by permutation analysis. Correlations between protein expression in primary tumor-CRCLM pairs were calculated. RESULTS: Based on their putative prognostic value, EGFR (P(HRR < 1) = .02), AURKA (P(HRR < 1) = .02), VEGFA (P(HRR < 1) = .02), PTGS2 (P(HRR < 1) = .01), SLC2A1 (P(HRR > 1) < 01), HIF1α (P(HRR > 1) = .06), KCNQ1 (P(HRR > 1) = .09), CEA (P (HRR > 1) = .05) and MMP9 (P(HRR < 1) = .07) were included in the CART analysis (n = 201). The resulting classifier was based on AURKA, PTGS2 and MMP9 expression and was associated with OS (HRR 2.79, p < .001), also after multivariate analysis (HRR 3.57, p < .001). The prognostic value of the biomarker-based classifier was superior to the clinicopathological model (p = .001). Prognostic value was highest for colon cancer patients (HRR 5.71, p < .001) and patients not treated with systemic therapy (HRR 3.48, p < .01). Classification based on protein expression in primary tumors could be based on AURKA expression only (HRR 2.59, p = .04). CONCLUSION: A classifier was generated for patients with CRCLM with improved prognostic value compared to the standard clinicopathological prognostic parameters, which may aid selection of patients who may benefit from adjuvant systemic therapy. Impact Journals LLC 2015-10-20 /pmc/articles/PMC4811521/ /pubmed/26497206 Text en Copyright: © 2016 Goos et al. http://creativecommons.org/licenses/by/2.5/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Clinical Research Paper Goos, Jeroen A.C.M. Coupé, Veerle M.H. van de Wiel, Mark A. Diosdado, Begoña Delis-Van Diemen, Pien M. Hiemstra, Annemieke C. de Cuba, Erienne M.V. Beliën, Jeroen A.M. Menke - van der Houven van Oordt, C. Willemien Geldof, Albert A. Meijer, Gerrit A. Hoekstra, Otto S. Fijneman, Remond J.A. A prognostic classifier for patients with colorectal cancer liver metastasis, based on AURKA, PTGS2 and MMP9 |
title | A prognostic classifier for patients with colorectal cancer liver metastasis, based on AURKA, PTGS2 and MMP9 |
title_full | A prognostic classifier for patients with colorectal cancer liver metastasis, based on AURKA, PTGS2 and MMP9 |
title_fullStr | A prognostic classifier for patients with colorectal cancer liver metastasis, based on AURKA, PTGS2 and MMP9 |
title_full_unstemmed | A prognostic classifier for patients with colorectal cancer liver metastasis, based on AURKA, PTGS2 and MMP9 |
title_short | A prognostic classifier for patients with colorectal cancer liver metastasis, based on AURKA, PTGS2 and MMP9 |
title_sort | prognostic classifier for patients with colorectal cancer liver metastasis, based on aurka, ptgs2 and mmp9 |
topic | Clinical Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4811521/ https://www.ncbi.nlm.nih.gov/pubmed/26497206 |
work_keys_str_mv | AT goosjeroenacm aprognosticclassifierforpatientswithcolorectalcancerlivermetastasisbasedonaurkaptgs2andmmp9 AT coupeveerlemh aprognosticclassifierforpatientswithcolorectalcancerlivermetastasisbasedonaurkaptgs2andmmp9 AT vandewielmarka aprognosticclassifierforpatientswithcolorectalcancerlivermetastasisbasedonaurkaptgs2andmmp9 AT diosdadobegona aprognosticclassifierforpatientswithcolorectalcancerlivermetastasisbasedonaurkaptgs2andmmp9 AT delisvandiemenpienm aprognosticclassifierforpatientswithcolorectalcancerlivermetastasisbasedonaurkaptgs2andmmp9 AT hiemstraannemiekec aprognosticclassifierforpatientswithcolorectalcancerlivermetastasisbasedonaurkaptgs2andmmp9 AT decubaeriennemv aprognosticclassifierforpatientswithcolorectalcancerlivermetastasisbasedonaurkaptgs2andmmp9 AT belienjeroenam aprognosticclassifierforpatientswithcolorectalcancerlivermetastasisbasedonaurkaptgs2andmmp9 AT menkevanderhouvenvanoordtcwillemien aprognosticclassifierforpatientswithcolorectalcancerlivermetastasisbasedonaurkaptgs2andmmp9 AT geldofalberta aprognosticclassifierforpatientswithcolorectalcancerlivermetastasisbasedonaurkaptgs2andmmp9 AT meijergerrita aprognosticclassifierforpatientswithcolorectalcancerlivermetastasisbasedonaurkaptgs2andmmp9 AT hoekstraottos aprognosticclassifierforpatientswithcolorectalcancerlivermetastasisbasedonaurkaptgs2andmmp9 AT fijnemanremondja aprognosticclassifierforpatientswithcolorectalcancerlivermetastasisbasedonaurkaptgs2andmmp9 AT goosjeroenacm prognosticclassifierforpatientswithcolorectalcancerlivermetastasisbasedonaurkaptgs2andmmp9 AT coupeveerlemh prognosticclassifierforpatientswithcolorectalcancerlivermetastasisbasedonaurkaptgs2andmmp9 AT vandewielmarka prognosticclassifierforpatientswithcolorectalcancerlivermetastasisbasedonaurkaptgs2andmmp9 AT diosdadobegona prognosticclassifierforpatientswithcolorectalcancerlivermetastasisbasedonaurkaptgs2andmmp9 AT delisvandiemenpienm prognosticclassifierforpatientswithcolorectalcancerlivermetastasisbasedonaurkaptgs2andmmp9 AT hiemstraannemiekec prognosticclassifierforpatientswithcolorectalcancerlivermetastasisbasedonaurkaptgs2andmmp9 AT decubaeriennemv prognosticclassifierforpatientswithcolorectalcancerlivermetastasisbasedonaurkaptgs2andmmp9 AT belienjeroenam prognosticclassifierforpatientswithcolorectalcancerlivermetastasisbasedonaurkaptgs2andmmp9 AT menkevanderhouvenvanoordtcwillemien prognosticclassifierforpatientswithcolorectalcancerlivermetastasisbasedonaurkaptgs2andmmp9 AT geldofalberta prognosticclassifierforpatientswithcolorectalcancerlivermetastasisbasedonaurkaptgs2andmmp9 AT meijergerrita prognosticclassifierforpatientswithcolorectalcancerlivermetastasisbasedonaurkaptgs2andmmp9 AT hoekstraottos prognosticclassifierforpatientswithcolorectalcancerlivermetastasisbasedonaurkaptgs2andmmp9 AT fijnemanremondja prognosticclassifierforpatientswithcolorectalcancerlivermetastasisbasedonaurkaptgs2andmmp9 |