Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Neoplasia Press 2019
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
_version_ 1783432806424117248
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
work_keys_str_mv AT chungjaeseung circulatingtumorcellbasedmolecularclassifierforpredictingresistancetoabirateroneandenzalutamideinmetastaticcastrationresistantprostatecancer
AT wangyugang circulatingtumorcellbasedmolecularclassifierforpredictingresistancetoabirateroneandenzalutamideinmetastaticcastrationresistantprostatecancer
AT hendersonjames circulatingtumorcellbasedmolecularclassifierforpredictingresistancetoabirateroneandenzalutamideinmetastaticcastrationresistantprostatecancer
AT singhaludit circulatingtumorcellbasedmolecularclassifierforpredictingresistancetoabirateroneandenzalutamideinmetastaticcastrationresistantprostatecancer
AT qiaoyuanyuan circulatingtumorcellbasedmolecularclassifierforpredictingresistancetoabirateroneandenzalutamideinmetastaticcastrationresistantprostatecancer
AT zaslavskyalexanderb circulatingtumorcellbasedmolecularclassifierforpredictingresistancetoabirateroneandenzalutamideinmetastaticcastrationresistantprostatecancer
AT hovelsondanielh circulatingtumorcellbasedmolecularclassifierforpredictingresistancetoabirateroneandenzalutamideinmetastaticcastrationresistantprostatecancer
AT sprattdaniele circulatingtumorcellbasedmolecularclassifierforpredictingresistancetoabirateroneandenzalutamideinmetastaticcastrationresistantprostatecancer
AT reichertzachery circulatingtumorcellbasedmolecularclassifierforpredictingresistancetoabirateroneandenzalutamideinmetastaticcastrationresistantprostatecancer
AT palapattuganeshs circulatingtumorcellbasedmolecularclassifierforpredictingresistancetoabirateroneandenzalutamideinmetastaticcastrationresistantprostatecancer
AT taichmanrussells circulatingtumorcellbasedmolecularclassifierforpredictingresistancetoabirateroneandenzalutamideinmetastaticcastrationresistantprostatecancer
AT tomlinsscotta circulatingtumorcellbasedmolecularclassifierforpredictingresistancetoabirateroneandenzalutamideinmetastaticcastrationresistantprostatecancer
AT morgantoddm circulatingtumorcellbasedmolecularclassifierforpredictingresistancetoabirateroneandenzalutamideinmetastaticcastrationresistantprostatecancer