Cargando…

Identification and Validation of Protein Biomarkers of Response to Neoadjuvant Platinum Chemotherapy in Muscle Invasive Urothelial Carcinoma

BACKGROUND: The 5-year cancer specific survival (CSS) for patients with muscle invasive urothelial carcinoma of the bladder (MIBC) treated with cystectomy alone is approximately 50%. Platinum based neoadjuvant chemotherapy (NAC) plus cystectomy results in a marginal 5-10% increase in 5-year CSS in M...

Descripción completa

Detalles Bibliográficos
Autores principales: Baras, Alexander S., Gandhi, Nilay, Munari, Enrico, Faraj, Sheila, Shultz, Luciana, Marchionni, Luigi, Schoenberg, Mark, Hahn, Noah, Hoque, Mohammad, Berman, David, Bivalacqua, Trinity J., Netto, George
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4521868/
https://www.ncbi.nlm.nih.gov/pubmed/26230923
http://dx.doi.org/10.1371/journal.pone.0131245
_version_ 1782383873839071232
author Baras, Alexander S.
Gandhi, Nilay
Munari, Enrico
Faraj, Sheila
Shultz, Luciana
Marchionni, Luigi
Schoenberg, Mark
Hahn, Noah
Hoque, Mohammad
Berman, David
Bivalacqua, Trinity J.
Netto, George
author_facet Baras, Alexander S.
Gandhi, Nilay
Munari, Enrico
Faraj, Sheila
Shultz, Luciana
Marchionni, Luigi
Schoenberg, Mark
Hahn, Noah
Hoque, Mohammad
Berman, David
Bivalacqua, Trinity J.
Netto, George
author_sort Baras, Alexander S.
collection PubMed
description BACKGROUND: The 5-year cancer specific survival (CSS) for patients with muscle invasive urothelial carcinoma of the bladder (MIBC) treated with cystectomy alone is approximately 50%. Platinum based neoadjuvant chemotherapy (NAC) plus cystectomy results in a marginal 5-10% increase in 5-year CSS in MIBC. Interestingly, responders to NAC (<ypT2) have a 5-year CSS of 90% which is in stark contrast to the 30-40% CSS for those whose MIBC is resistance to NAC. While the implementation of NAC for MIBC is increasing, it is still not widely utilized due to concerns related to delay of cystectomy, potential side-effects, and inability to predict effectiveness. Recently suggested molecular signatures of chemoresponsiveness, which could prove useful in this setting, would be of considerable utility but are yet to be translated into clinical practice. METHODS: mRNA expression data from a prior report on a NAC-treated MIBC cohort were re-analyzed in conjunction with the antibody database of the Human Protein Atlas (HPA) to identify candidate protein based biomarkers detectable by immunohistochemistry (IHC). These candidate biomarkers were subsequently tested in tissue microarrays derived from an independent cohort of NAC naive MIBC biopsy specimens from whom the patients were treated with neoadjuvant gemcitabine cisplatin NAC and subsequent cystectomy. The clinical parameters that have been previously associated with NAC response were also examined in our cohort. RESULTS: Our analyses of the available mRNA gene expression data in a discovery cohort (n = 33) and the HPA resulted in 8 candidate protein biomarkers. The combination of GDPD3 and SPRED1 resulted in a multivariate classification tree that was significantly associated with NAC response status (Goodman-Kruskal γ = 0.85 p<0.0001) in our independent NAC treated MIBC cohort. This model was independent of the clinical factors of age and clinical tumor stage, which have been previously associated with NAC response by our group. The combination of both these protein biomarkers detected by IHC in biopsy specimens along with the relevant clinical parameters resulted in a prediction model able to significantly stratify the likelihood of NAC resistance in our cohort (n = 37) into two well separated halves: low-26% n = 19 and high-89% n = 18, Fisher’s exact p = 0.0002). CONCLUSION: We illustrate the feasibility of translating a gene expression signature of NAC response from a discovery cohort into immunohistochemical markers readily applicable to MIBC biopsy specimens in our independent cohort. The results from this study are being characterized in additional validation cohorts. Additionally, we anticipate that emerging somatic mutations in MIBC will also be important for NAC response prediction. The relationship of the findings in this study to the current understanding of variant histologic subtypes of MIBC along with the evolving molecular subtypes of MIBC as it relates to NAC response remains to be fully characterized.
format Online
Article
Text
id pubmed-4521868
institution National Center for Biotechnology Information
language English
publishDate 2015
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-45218682015-08-06 Identification and Validation of Protein Biomarkers of Response to Neoadjuvant Platinum Chemotherapy in Muscle Invasive Urothelial Carcinoma Baras, Alexander S. Gandhi, Nilay Munari, Enrico Faraj, Sheila Shultz, Luciana Marchionni, Luigi Schoenberg, Mark Hahn, Noah Hoque, Mohammad Berman, David Bivalacqua, Trinity J. Netto, George PLoS One Research Article BACKGROUND: The 5-year cancer specific survival (CSS) for patients with muscle invasive urothelial carcinoma of the bladder (MIBC) treated with cystectomy alone is approximately 50%. Platinum based neoadjuvant chemotherapy (NAC) plus cystectomy results in a marginal 5-10% increase in 5-year CSS in MIBC. Interestingly, responders to NAC (<ypT2) have a 5-year CSS of 90% which is in stark contrast to the 30-40% CSS for those whose MIBC is resistance to NAC. While the implementation of NAC for MIBC is increasing, it is still not widely utilized due to concerns related to delay of cystectomy, potential side-effects, and inability to predict effectiveness. Recently suggested molecular signatures of chemoresponsiveness, which could prove useful in this setting, would be of considerable utility but are yet to be translated into clinical practice. METHODS: mRNA expression data from a prior report on a NAC-treated MIBC cohort were re-analyzed in conjunction with the antibody database of the Human Protein Atlas (HPA) to identify candidate protein based biomarkers detectable by immunohistochemistry (IHC). These candidate biomarkers were subsequently tested in tissue microarrays derived from an independent cohort of NAC naive MIBC biopsy specimens from whom the patients were treated with neoadjuvant gemcitabine cisplatin NAC and subsequent cystectomy. The clinical parameters that have been previously associated with NAC response were also examined in our cohort. RESULTS: Our analyses of the available mRNA gene expression data in a discovery cohort (n = 33) and the HPA resulted in 8 candidate protein biomarkers. The combination of GDPD3 and SPRED1 resulted in a multivariate classification tree that was significantly associated with NAC response status (Goodman-Kruskal γ = 0.85 p<0.0001) in our independent NAC treated MIBC cohort. This model was independent of the clinical factors of age and clinical tumor stage, which have been previously associated with NAC response by our group. The combination of both these protein biomarkers detected by IHC in biopsy specimens along with the relevant clinical parameters resulted in a prediction model able to significantly stratify the likelihood of NAC resistance in our cohort (n = 37) into two well separated halves: low-26% n = 19 and high-89% n = 18, Fisher’s exact p = 0.0002). CONCLUSION: We illustrate the feasibility of translating a gene expression signature of NAC response from a discovery cohort into immunohistochemical markers readily applicable to MIBC biopsy specimens in our independent cohort. The results from this study are being characterized in additional validation cohorts. Additionally, we anticipate that emerging somatic mutations in MIBC will also be important for NAC response prediction. The relationship of the findings in this study to the current understanding of variant histologic subtypes of MIBC along with the evolving molecular subtypes of MIBC as it relates to NAC response remains to be fully characterized. Public Library of Science 2015-07-31 /pmc/articles/PMC4521868/ /pubmed/26230923 http://dx.doi.org/10.1371/journal.pone.0131245 Text en © 2015 Baras et al http://creativecommons.org/licenses/by/4.0/ 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 properly credited.
spellingShingle Research Article
Baras, Alexander S.
Gandhi, Nilay
Munari, Enrico
Faraj, Sheila
Shultz, Luciana
Marchionni, Luigi
Schoenberg, Mark
Hahn, Noah
Hoque, Mohammad
Berman, David
Bivalacqua, Trinity J.
Netto, George
Identification and Validation of Protein Biomarkers of Response to Neoadjuvant Platinum Chemotherapy in Muscle Invasive Urothelial Carcinoma
title Identification and Validation of Protein Biomarkers of Response to Neoadjuvant Platinum Chemotherapy in Muscle Invasive Urothelial Carcinoma
title_full Identification and Validation of Protein Biomarkers of Response to Neoadjuvant Platinum Chemotherapy in Muscle Invasive Urothelial Carcinoma
title_fullStr Identification and Validation of Protein Biomarkers of Response to Neoadjuvant Platinum Chemotherapy in Muscle Invasive Urothelial Carcinoma
title_full_unstemmed Identification and Validation of Protein Biomarkers of Response to Neoadjuvant Platinum Chemotherapy in Muscle Invasive Urothelial Carcinoma
title_short Identification and Validation of Protein Biomarkers of Response to Neoadjuvant Platinum Chemotherapy in Muscle Invasive Urothelial Carcinoma
title_sort identification and validation of protein biomarkers of response to neoadjuvant platinum chemotherapy in muscle invasive urothelial carcinoma
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4521868/
https://www.ncbi.nlm.nih.gov/pubmed/26230923
http://dx.doi.org/10.1371/journal.pone.0131245
work_keys_str_mv AT barasalexanders identificationandvalidationofproteinbiomarkersofresponsetoneoadjuvantplatinumchemotherapyinmuscleinvasiveurothelialcarcinoma
AT gandhinilay identificationandvalidationofproteinbiomarkersofresponsetoneoadjuvantplatinumchemotherapyinmuscleinvasiveurothelialcarcinoma
AT munarienrico identificationandvalidationofproteinbiomarkersofresponsetoneoadjuvantplatinumchemotherapyinmuscleinvasiveurothelialcarcinoma
AT farajsheila identificationandvalidationofproteinbiomarkersofresponsetoneoadjuvantplatinumchemotherapyinmuscleinvasiveurothelialcarcinoma
AT shultzluciana identificationandvalidationofproteinbiomarkersofresponsetoneoadjuvantplatinumchemotherapyinmuscleinvasiveurothelialcarcinoma
AT marchionniluigi identificationandvalidationofproteinbiomarkersofresponsetoneoadjuvantplatinumchemotherapyinmuscleinvasiveurothelialcarcinoma
AT schoenbergmark identificationandvalidationofproteinbiomarkersofresponsetoneoadjuvantplatinumchemotherapyinmuscleinvasiveurothelialcarcinoma
AT hahnnoah identificationandvalidationofproteinbiomarkersofresponsetoneoadjuvantplatinumchemotherapyinmuscleinvasiveurothelialcarcinoma
AT hoquemohammad identificationandvalidationofproteinbiomarkersofresponsetoneoadjuvantplatinumchemotherapyinmuscleinvasiveurothelialcarcinoma
AT bermandavid identificationandvalidationofproteinbiomarkersofresponsetoneoadjuvantplatinumchemotherapyinmuscleinvasiveurothelialcarcinoma
AT bivalacquatrinityj identificationandvalidationofproteinbiomarkersofresponsetoneoadjuvantplatinumchemotherapyinmuscleinvasiveurothelialcarcinoma
AT nettogeorge identificationandvalidationofproteinbiomarkersofresponsetoneoadjuvantplatinumchemotherapyinmuscleinvasiveurothelialcarcinoma