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Predictive value of molecular subtypes and APOBEC3G for adjuvant chemotherapy in urothelial bladder cancer
OBJECTIVE: Although targeted approaches have become available in second‐ and third‐line settings, platinum‐based chemotherapy remains the standard first‐line treatment for advanced muscle‐invasive bladder cancer (MIBC). Therefore, the prediction of platinum resistance is of utmost clinical importanc...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10028049/ https://www.ncbi.nlm.nih.gov/pubmed/36204983 http://dx.doi.org/10.1002/cam4.5324 |
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author | Olah, Csilla Reis, Henning Hoffmann, Michèle J. Mairinger, Fabian Ting, Saskia Hadaschik, Boris Krafft, Ulrich Grünwald, Viktor Nyirady, Peter Varadi, Melinda Győrffy, Balázs Kiss, Andras Szekely, Eszter Sjödahl, Gottfrid Szarvas, Tibor |
author_facet | Olah, Csilla Reis, Henning Hoffmann, Michèle J. Mairinger, Fabian Ting, Saskia Hadaschik, Boris Krafft, Ulrich Grünwald, Viktor Nyirady, Peter Varadi, Melinda Győrffy, Balázs Kiss, Andras Szekely, Eszter Sjödahl, Gottfrid Szarvas, Tibor |
author_sort | Olah, Csilla |
collection | PubMed |
description | OBJECTIVE: Although targeted approaches have become available in second‐ and third‐line settings, platinum‐based chemotherapy remains the standard first‐line treatment for advanced muscle‐invasive bladder cancer (MIBC). Therefore, the prediction of platinum resistance is of utmost clinical importance. METHODS: In this study, we established a routine compatible method for the molecular classification of MIBC samples according to various classification systems and applied this method to evaluate the impact of subtypes on survival after adjuvant chemotherapy. This retrospective study included 191 patients with advanced MIBC (pT≥3 or pN+) who underwent radical cystectomy, with or without adjuvant chemotherapy. A 48‐gene panel and classifier rule set were established to determine molecular subtypes according to TCGA, MDA, LundTax, and Consensus classifications. Additionally, 12 single platinum‐predictive candidate genes were assessed. The results were correlated with patients' clinicopathological and follow‐up data and were validated using independent data sets. RESULTS: Our final evaluation of 159 patients demonstrated better survival in the luminal groups for those who received chemotherapy compared with those who did not. In contrast, no such differences were observed in basal subtypes. The use of chemotherapy was associated with better survival in patients with high APOBEC3G expression (p < 0.002). This association was confirmed using an independent data set of patients who received neoadjuvant platinum therapy. CONCLUSIONS: The proposed method robustly replicates the most commonly used transcriptome‐based subtype classifications from paraffin‐embedded tissue samples. The luminal, but not basal, molecular subtypes had the greatest benefit from adjuvant platinum therapy. We identified and validated APOBEC3G as a novel predictive marker for platinum‐treated patients. |
format | Online Article Text |
id | pubmed-10028049 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-100280492023-03-22 Predictive value of molecular subtypes and APOBEC3G for adjuvant chemotherapy in urothelial bladder cancer Olah, Csilla Reis, Henning Hoffmann, Michèle J. Mairinger, Fabian Ting, Saskia Hadaschik, Boris Krafft, Ulrich Grünwald, Viktor Nyirady, Peter Varadi, Melinda Győrffy, Balázs Kiss, Andras Szekely, Eszter Sjödahl, Gottfrid Szarvas, Tibor Cancer Med RESEARCH ARTICLES OBJECTIVE: Although targeted approaches have become available in second‐ and third‐line settings, platinum‐based chemotherapy remains the standard first‐line treatment for advanced muscle‐invasive bladder cancer (MIBC). Therefore, the prediction of platinum resistance is of utmost clinical importance. METHODS: In this study, we established a routine compatible method for the molecular classification of MIBC samples according to various classification systems and applied this method to evaluate the impact of subtypes on survival after adjuvant chemotherapy. This retrospective study included 191 patients with advanced MIBC (pT≥3 or pN+) who underwent radical cystectomy, with or without adjuvant chemotherapy. A 48‐gene panel and classifier rule set were established to determine molecular subtypes according to TCGA, MDA, LundTax, and Consensus classifications. Additionally, 12 single platinum‐predictive candidate genes were assessed. The results were correlated with patients' clinicopathological and follow‐up data and were validated using independent data sets. RESULTS: Our final evaluation of 159 patients demonstrated better survival in the luminal groups for those who received chemotherapy compared with those who did not. In contrast, no such differences were observed in basal subtypes. The use of chemotherapy was associated with better survival in patients with high APOBEC3G expression (p < 0.002). This association was confirmed using an independent data set of patients who received neoadjuvant platinum therapy. CONCLUSIONS: The proposed method robustly replicates the most commonly used transcriptome‐based subtype classifications from paraffin‐embedded tissue samples. The luminal, but not basal, molecular subtypes had the greatest benefit from adjuvant platinum therapy. We identified and validated APOBEC3G as a novel predictive marker for platinum‐treated patients. John Wiley and Sons Inc. 2022-10-07 /pmc/articles/PMC10028049/ /pubmed/36204983 http://dx.doi.org/10.1002/cam4.5324 Text en © 2022 The Authors. Cancer Medicine published by John Wiley & Sons Ltd. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | RESEARCH ARTICLES Olah, Csilla Reis, Henning Hoffmann, Michèle J. Mairinger, Fabian Ting, Saskia Hadaschik, Boris Krafft, Ulrich Grünwald, Viktor Nyirady, Peter Varadi, Melinda Győrffy, Balázs Kiss, Andras Szekely, Eszter Sjödahl, Gottfrid Szarvas, Tibor Predictive value of molecular subtypes and APOBEC3G for adjuvant chemotherapy in urothelial bladder cancer |
title | Predictive value of molecular subtypes and APOBEC3G for adjuvant chemotherapy in urothelial bladder cancer |
title_full | Predictive value of molecular subtypes and APOBEC3G for adjuvant chemotherapy in urothelial bladder cancer |
title_fullStr | Predictive value of molecular subtypes and APOBEC3G for adjuvant chemotherapy in urothelial bladder cancer |
title_full_unstemmed | Predictive value of molecular subtypes and APOBEC3G for adjuvant chemotherapy in urothelial bladder cancer |
title_short | Predictive value of molecular subtypes and APOBEC3G for adjuvant chemotherapy in urothelial bladder cancer |
title_sort | predictive value of molecular subtypes and apobec3g for adjuvant chemotherapy in urothelial bladder cancer |
topic | RESEARCH ARTICLES |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10028049/ https://www.ncbi.nlm.nih.gov/pubmed/36204983 http://dx.doi.org/10.1002/cam4.5324 |
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