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Circulating Tumor Cell–Based Molecular Classifier for Predicting Resistance to Abiraterone and Enzalutamide in Metastatic Castration-Resistant Prostate Cancer
While circulating tumor cell (CTC)–based detection of AR-V7 has been demonstrated to predict patient response to second-generation androgen receptor therapies, the rarity of AR-V7 expression in metastatic castrate-resistant prostate cancer (mCRPC) suggests that other drivers of resistance exist. We...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Neoplasia Press
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6612010/ https://www.ncbi.nlm.nih.gov/pubmed/31276932 http://dx.doi.org/10.1016/j.neo.2019.06.002 |
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author | Chung, Jae-Seung Wang, Yugang Henderson, James Singhal, Udit Qiao, Yuanyuan Zaslavsky, Alexander B. Hovelson, Daniel H. Spratt, Daniel E. Reichert, Zachery Palapattu, Ganesh S. Taichman, Russell S. Tomlins, Scott A. Morgan, Todd M. |
author_facet | Chung, Jae-Seung Wang, Yugang Henderson, James Singhal, Udit Qiao, Yuanyuan Zaslavsky, Alexander B. Hovelson, Daniel H. Spratt, Daniel E. Reichert, Zachery Palapattu, Ganesh S. Taichman, Russell S. Tomlins, Scott A. Morgan, Todd M. |
author_sort | Chung, Jae-Seung |
collection | PubMed |
description | While circulating tumor cell (CTC)–based detection of AR-V7 has been demonstrated to predict patient response to second-generation androgen receptor therapies, the rarity of AR-V7 expression in metastatic castrate-resistant prostate cancer (mCRPC) suggests that other drivers of resistance exist. We sought to use a multiplex gene expression platform to interrogate CTCs and identify potential markers of resistance to abiraterone and enzalutamide. 37 patients with mCRPC initiating treatment with enzalutamide (n = 16) or abiraterone (n = 21) were prospectively enrolled for CTC collection and gene expression analysis using a panel of 89 prostate cancer–related genes. Gene expression from CTCs was correlated with PSA response and radioclinical progression-free survival (PFS) using Kaplan-Meier and Cox regression analyses. Twenty patients (54%) had detectable CTCs. At a median follow-up of 11.3 months, increased expression of the following genes was significantly associated with shorter PSA PFS and radioclinical PFS: AR, AR-V7, PSA, PSCA, TSPAN8, NKX3.1, and WNT5B. Additionally, high SPINK1 expression was associated with increased PFS. A predictive model including all eight genes gave an area under the curve (AUC) of 0.84 for PSA PFS and 0.86 for radioclinical PFS. In comparison, the AR-V7 only model resulted in AUC values of 0.65 and 0.64.These data demonstrate that clinically relevant information regarding gene expression can be obtained from whole blood using a CTC-based approach. Multigene classifiers in this setting may allow for the development of noninvasive predictive biomarkers to guide clinical management. |
format | Online Article Text |
id | pubmed-6612010 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Neoplasia Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-66120102019-07-17 Circulating Tumor Cell–Based Molecular Classifier for Predicting Resistance to Abiraterone and Enzalutamide in Metastatic Castration-Resistant Prostate Cancer Chung, Jae-Seung Wang, Yugang Henderson, James Singhal, Udit Qiao, Yuanyuan Zaslavsky, Alexander B. Hovelson, Daniel H. Spratt, Daniel E. Reichert, Zachery Palapattu, Ganesh S. Taichman, Russell S. Tomlins, Scott A. Morgan, Todd M. Neoplasia Original article While circulating tumor cell (CTC)–based detection of AR-V7 has been demonstrated to predict patient response to second-generation androgen receptor therapies, the rarity of AR-V7 expression in metastatic castrate-resistant prostate cancer (mCRPC) suggests that other drivers of resistance exist. We sought to use a multiplex gene expression platform to interrogate CTCs and identify potential markers of resistance to abiraterone and enzalutamide. 37 patients with mCRPC initiating treatment with enzalutamide (n = 16) or abiraterone (n = 21) were prospectively enrolled for CTC collection and gene expression analysis using a panel of 89 prostate cancer–related genes. Gene expression from CTCs was correlated with PSA response and radioclinical progression-free survival (PFS) using Kaplan-Meier and Cox regression analyses. Twenty patients (54%) had detectable CTCs. At a median follow-up of 11.3 months, increased expression of the following genes was significantly associated with shorter PSA PFS and radioclinical PFS: AR, AR-V7, PSA, PSCA, TSPAN8, NKX3.1, and WNT5B. Additionally, high SPINK1 expression was associated with increased PFS. A predictive model including all eight genes gave an area under the curve (AUC) of 0.84 for PSA PFS and 0.86 for radioclinical PFS. In comparison, the AR-V7 only model resulted in AUC values of 0.65 and 0.64.These data demonstrate that clinically relevant information regarding gene expression can be obtained from whole blood using a CTC-based approach. Multigene classifiers in this setting may allow for the development of noninvasive predictive biomarkers to guide clinical management. Neoplasia Press 2019-07-02 /pmc/articles/PMC6612010/ /pubmed/31276932 http://dx.doi.org/10.1016/j.neo.2019.06.002 Text en © 2019 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Original article Chung, Jae-Seung Wang, Yugang Henderson, James Singhal, Udit Qiao, Yuanyuan Zaslavsky, Alexander B. Hovelson, Daniel H. Spratt, Daniel E. Reichert, Zachery Palapattu, Ganesh S. Taichman, Russell S. Tomlins, Scott A. Morgan, Todd M. Circulating Tumor Cell–Based Molecular Classifier for Predicting Resistance to Abiraterone and Enzalutamide in Metastatic Castration-Resistant Prostate Cancer |
title | Circulating Tumor Cell–Based Molecular Classifier for Predicting Resistance to Abiraterone and Enzalutamide in Metastatic Castration-Resistant Prostate Cancer |
title_full | Circulating Tumor Cell–Based Molecular Classifier for Predicting Resistance to Abiraterone and Enzalutamide in Metastatic Castration-Resistant Prostate Cancer |
title_fullStr | Circulating Tumor Cell–Based Molecular Classifier for Predicting Resistance to Abiraterone and Enzalutamide in Metastatic Castration-Resistant Prostate Cancer |
title_full_unstemmed | Circulating Tumor Cell–Based Molecular Classifier for Predicting Resistance to Abiraterone and Enzalutamide in Metastatic Castration-Resistant Prostate Cancer |
title_short | Circulating Tumor Cell–Based Molecular Classifier for Predicting Resistance to Abiraterone and Enzalutamide in Metastatic Castration-Resistant Prostate Cancer |
title_sort | circulating tumor cell–based molecular classifier for predicting resistance to abiraterone and enzalutamide in metastatic castration-resistant prostate cancer |
topic | Original article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6612010/ https://www.ncbi.nlm.nih.gov/pubmed/31276932 http://dx.doi.org/10.1016/j.neo.2019.06.002 |
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