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author Zhao, Shuang G.
Sperger, Jamie M.
Schehr, Jennifer L.
McKay, Rana R.
Emamekhoo, Hamid
Singh, Anupama
Schultz, Zachery D.
Bade, Rory M.
Stahlfeld, Charlotte N.
Gilsdorf, Cole S.
Hernandez, Camila I.
Wolfe, Serena K.
Mayberry, Richel D.
Krause, Hannah M.
Bootsma, Matt
Helzer, Kyle T.
Rydzewski, Nicholas
Bakhtiar, Hamza
Shi, Yue
Blitzer, Grace
Kyriakopoulos, Christos E.
Kosoff, David
Wei, Xiao X.
Floberg, John
Sethakorn, Nan
Sharifi, Marina
Harari, Paul M.
Huang, Wei
Beltran, Himisha
Choueiri, Toni K.
Scher, Howard I.
Rathkopf, Dana E.
Halabi, Susan
Armstrong, Andrew J.
Beebe, David J.
Yu, Menggang
Sundling, Kaitlin E.
Taplin, Mary-Ellen
Lang, Joshua M.
author_facet Zhao, Shuang G.
Sperger, Jamie M.
Schehr, Jennifer L.
McKay, Rana R.
Emamekhoo, Hamid
Singh, Anupama
Schultz, Zachery D.
Bade, Rory M.
Stahlfeld, Charlotte N.
Gilsdorf, Cole S.
Hernandez, Camila I.
Wolfe, Serena K.
Mayberry, Richel D.
Krause, Hannah M.
Bootsma, Matt
Helzer, Kyle T.
Rydzewski, Nicholas
Bakhtiar, Hamza
Shi, Yue
Blitzer, Grace
Kyriakopoulos, Christos E.
Kosoff, David
Wei, Xiao X.
Floberg, John
Sethakorn, Nan
Sharifi, Marina
Harari, Paul M.
Huang, Wei
Beltran, Himisha
Choueiri, Toni K.
Scher, Howard I.
Rathkopf, Dana E.
Halabi, Susan
Armstrong, Andrew J.
Beebe, David J.
Yu, Menggang
Sundling, Kaitlin E.
Taplin, Mary-Ellen
Lang, Joshua M.
author_sort Zhao, Shuang G.
collection PubMed
description BACKGROUND: Neuroendocrine prostate cancer (NEPC) is an aggressive subtype, the presence of which changes the prognosis and management of metastatic prostate cancer. METHODS: We performed analytical validation of a Circulating Tumor Cell (CTC) multiplex RNA qPCR assay to identify the limit of quantification (LOQ) in cell lines, synthetic cDNA, and patient samples. We next profiled 116 longitudinal samples from a prospectively collected institutional cohort of 17 patients with metastatic prostate cancer (7 NEPC, 10 adenocarcinoma) as well as 265 samples from 139 patients enrolled in 3 adenocarcinoma phase II trials of androgen receptor signaling inhibitors (ARSIs). We assessed a NEPC liquid biomarker via the presence of neuroendocrine markers and the absence of androgen receptor (AR) target genes. RESULTS: Using the analytical validation LOQ, liquid biomarker NEPC detection in the longitudinal cohort had a per-sample sensitivity of 51.35% and a specificity of 91.14%. However, when we incorporated the serial information from multiple liquid biopsies per patient, a unique aspect of this study, the per-patient predictions were 100% accurate, with a receiver-operating-curve (ROC) AUC of 1. In the adenocarcinoma ARSI trials, the presence of neuroendocrine markers, even while AR target gene expression was retained, was a strong negative prognostic factor. CONCLUSION: Our analytically validated CTC biomarker can detect NEPC with high diagnostic accuracy when leveraging serial samples that are only feasible using liquid biopsies. Patients with expression of NE genes while retaining AR-target gene expression may indicate the transition to neuroendocrine differentiation, with clinical characteristics consistent with this phenotype. FUNDING: NIH (DP2 OD030734, 1UH2CA260389, R01CA247479, and P30 CA014520), Department of Defense (PC190039 and PC200334), and Prostate Cancer Foundation (Movember Foundation — PCF Challenge Award).
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spelling pubmed-96211402022-11-03 A clinical-grade liquid biomarker detects neuroendocrine differentiation in prostate cancer Zhao, Shuang G. Sperger, Jamie M. Schehr, Jennifer L. McKay, Rana R. Emamekhoo, Hamid Singh, Anupama Schultz, Zachery D. Bade, Rory M. Stahlfeld, Charlotte N. Gilsdorf, Cole S. Hernandez, Camila I. Wolfe, Serena K. Mayberry, Richel D. Krause, Hannah M. Bootsma, Matt Helzer, Kyle T. Rydzewski, Nicholas Bakhtiar, Hamza Shi, Yue Blitzer, Grace Kyriakopoulos, Christos E. Kosoff, David Wei, Xiao X. Floberg, John Sethakorn, Nan Sharifi, Marina Harari, Paul M. Huang, Wei Beltran, Himisha Choueiri, Toni K. Scher, Howard I. Rathkopf, Dana E. Halabi, Susan Armstrong, Andrew J. Beebe, David J. Yu, Menggang Sundling, Kaitlin E. Taplin, Mary-Ellen Lang, Joshua M. J Clin Invest Clinical Medicine BACKGROUND: Neuroendocrine prostate cancer (NEPC) is an aggressive subtype, the presence of which changes the prognosis and management of metastatic prostate cancer. METHODS: We performed analytical validation of a Circulating Tumor Cell (CTC) multiplex RNA qPCR assay to identify the limit of quantification (LOQ) in cell lines, synthetic cDNA, and patient samples. We next profiled 116 longitudinal samples from a prospectively collected institutional cohort of 17 patients with metastatic prostate cancer (7 NEPC, 10 adenocarcinoma) as well as 265 samples from 139 patients enrolled in 3 adenocarcinoma phase II trials of androgen receptor signaling inhibitors (ARSIs). We assessed a NEPC liquid biomarker via the presence of neuroendocrine markers and the absence of androgen receptor (AR) target genes. RESULTS: Using the analytical validation LOQ, liquid biomarker NEPC detection in the longitudinal cohort had a per-sample sensitivity of 51.35% and a specificity of 91.14%. However, when we incorporated the serial information from multiple liquid biopsies per patient, a unique aspect of this study, the per-patient predictions were 100% accurate, with a receiver-operating-curve (ROC) AUC of 1. In the adenocarcinoma ARSI trials, the presence of neuroendocrine markers, even while AR target gene expression was retained, was a strong negative prognostic factor. CONCLUSION: Our analytically validated CTC biomarker can detect NEPC with high diagnostic accuracy when leveraging serial samples that are only feasible using liquid biopsies. Patients with expression of NE genes while retaining AR-target gene expression may indicate the transition to neuroendocrine differentiation, with clinical characteristics consistent with this phenotype. FUNDING: NIH (DP2 OD030734, 1UH2CA260389, R01CA247479, and P30 CA014520), Department of Defense (PC190039 and PC200334), and Prostate Cancer Foundation (Movember Foundation — PCF Challenge Award). American Society for Clinical Investigation 2022-11-01 /pmc/articles/PMC9621140/ /pubmed/36317634 http://dx.doi.org/10.1172/JCI161858 Text en © 2022 Zhao et al. https://creativecommons.org/licenses/by/4.0/This work is licensed under the Creative Commons Attribution 4.0 International License. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Clinical Medicine
Zhao, Shuang G.
Sperger, Jamie M.
Schehr, Jennifer L.
McKay, Rana R.
Emamekhoo, Hamid
Singh, Anupama
Schultz, Zachery D.
Bade, Rory M.
Stahlfeld, Charlotte N.
Gilsdorf, Cole S.
Hernandez, Camila I.
Wolfe, Serena K.
Mayberry, Richel D.
Krause, Hannah M.
Bootsma, Matt
Helzer, Kyle T.
Rydzewski, Nicholas
Bakhtiar, Hamza
Shi, Yue
Blitzer, Grace
Kyriakopoulos, Christos E.
Kosoff, David
Wei, Xiao X.
Floberg, John
Sethakorn, Nan
Sharifi, Marina
Harari, Paul M.
Huang, Wei
Beltran, Himisha
Choueiri, Toni K.
Scher, Howard I.
Rathkopf, Dana E.
Halabi, Susan
Armstrong, Andrew J.
Beebe, David J.
Yu, Menggang
Sundling, Kaitlin E.
Taplin, Mary-Ellen
Lang, Joshua M.
A clinical-grade liquid biomarker detects neuroendocrine differentiation in prostate cancer
title A clinical-grade liquid biomarker detects neuroendocrine differentiation in prostate cancer
title_full A clinical-grade liquid biomarker detects neuroendocrine differentiation in prostate cancer
title_fullStr A clinical-grade liquid biomarker detects neuroendocrine differentiation in prostate cancer
title_full_unstemmed A clinical-grade liquid biomarker detects neuroendocrine differentiation in prostate cancer
title_short A clinical-grade liquid biomarker detects neuroendocrine differentiation in prostate cancer
title_sort clinical-grade liquid biomarker detects neuroendocrine differentiation in prostate cancer
topic Clinical Medicine
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9621140/
https://www.ncbi.nlm.nih.gov/pubmed/36317634
http://dx.doi.org/10.1172/JCI161858
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