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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...

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Autores principales: 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.
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
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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.
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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
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