Literature DB >> 27678453

The Added Value of Circulating Tumor Cell Enumeration to Standard Markers in Assessing Prognosis in a Metastatic Castration-Resistant Prostate Cancer Population.

Glenn Heller1, Karim Fizazi2,3, Robert McCormack4, Arturo Molina5, David MacLean6, Iain J Webb6, Fred Saad7, Johann S de Bono8, Howard I Scher9,10.   

Abstract

Purpose: Metastatic castration-resistant prostate cancer (mCRPC) is a heterogeneous disease for which better prognostic models for survival are needed. We examined the added value of circulating tumor cell (CTC) enumeration relative to common prognostic laboratory measures from patients with CRPC.
Methods: Utility of CTC enumeration as a baseline and postbaseline prognostic biomarker was examined using data from two prospective randomized registration-directed trials (COU-AA-301 and ELM-PC4) within statistical models used to estimate risk for survival. Discrimination and calibration were used to measure model predictive accuracy and the added value for CTC enumeration in the context of a Cox model containing albumin, lactate dehydrogenase (LDH), PSA, hemoglobin, and alkaline phosphatase (ALK). Discrimination quantifies how accurately a risk model predicts short-term versus long-term survivors. Calibration measures the closeness of actual survival time to the predicted survival time.
Results: Adding CTC enumeration to a model containing albumin, LDH, PSA, hemoglobin, and ALK ("ALPHA") improved its discriminatory power. The weighted c-index for ALPHA without CTCs was 0.72 (SE, 0.02) versus 0.75 (SE, 0.02) for ALPHA + CTCs. The increase in discrimination was restricted to the lower-risk cohort. In terms of calibration, adding CTCs produced a more accurate model-based prediction of patient survival. The absolute prediction error for ALPHA was 3.95 months (SE, 0.28) versus 3.75 months (SE, 0.22) for ALPHA + CTCs.Conclusions: Addition of CTC enumeration to standard measures provides more accurate assessment of patient risk in terms of baseline and postbaseline prognosis in the mCRPC population. Clin Cancer Res; 23(8); 1967-73. ©2016 AACR. ©2016 American Association for Cancer Research.

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Year:  2016        PMID: 27678453      PMCID: PMC5368027          DOI: 10.1158/1078-0432.CCR-16-1224

Source DB:  PubMed          Journal:  Clin Cancer Res        ISSN: 1078-0432            Impact factor:   12.531


  16 in total

1.  Estimation of prediction error for survival models.

Authors:  Jerald F Lawless; Yan Yuan
Journal:  Stat Med       Date:  2010-01-30       Impact factor: 2.373

2.  Updated prognostic model for predicting overall survival in first-line chemotherapy for patients with metastatic castration-resistant prostate cancer.

Authors:  Susan Halabi; Chen-Yen Lin; W Kevin Kelly; Karim S Fizazi; Judd W Moul; Ellen B Kaplan; Michael J Morris; Eric J Small
Journal:  J Clin Oncol       Date:  2014-01-21       Impact factor: 44.544

3.  On the C-statistics for evaluating overall adequacy of risk prediction procedures with censored survival data.

Authors:  Hajime Uno; Tianxi Cai; Michael J Pencina; Ralph B D'Agostino; L J Wei
Journal:  Stat Med       Date:  2011-01-13       Impact factor: 2.373

4.  Abiraterone acetate for treatment of metastatic castration-resistant prostate cancer: final overall survival analysis of the COU-AA-301 randomised, double-blind, placebo-controlled phase 3 study.

Authors:  Karim Fizazi; Howard I Scher; Arturo Molina; Christopher J Logothetis; Kim N Chi; Robert J Jones; John N Staffurth; Scott North; Nicholas J Vogelzang; Fred Saad; Paul Mainwaring; Stephen Harland; Oscar B Goodman; Cora N Sternberg; Jin Hui Li; Thian Kheoh; Christopher M Haqq; Johann S de Bono
Journal:  Lancet Oncol       Date:  2012-09-18       Impact factor: 41.316

5.  Prognostic model for predicting survival in men with hormone-refractory metastatic prostate cancer.

Authors:  Susan Halabi; Eric J Small; Philip W Kantoff; Michael W Kattan; Ellen B Kaplan; Nancy A Dawson; Ellis G Levine; Brent A Blumenstein; Nicholas J Vogelzang
Journal:  J Clin Oncol       Date:  2003-04-01       Impact factor: 44.544

6.  A contemporary prognostic nomogram for men with hormone-refractory metastatic prostate cancer: a TAX327 study analysis.

Authors:  Andrew J Armstrong; Elizabeth S Garrett-Mayer; Yi-Chun Ou Yang; Ronald de Wit; Ian F Tannock; Mario Eisenberger
Journal:  Clin Cancer Res       Date:  2007-11-01       Impact factor: 12.531

7.  Relationship of circulating tumor cells to tumor response, progression-free survival, and overall survival in patients with metastatic colorectal cancer.

Authors:  Steven J Cohen; Cornelis J A Punt; Nicholas Iannotti; Bruce H Saidman; Kert D Sabbath; Nashat Y Gabrail; Joel Picus; Michael Morse; Edith Mitchell; M Craig Miller; Gerald V Doyle; Henk Tissing; Leon W M M Terstappen; Neal J Meropol
Journal:  J Clin Oncol       Date:  2008-07-01       Impact factor: 44.544

8.  Bone-related Parameters are the Main Prognostic Factors for Overall Survival in Men with Bone Metastases from Castration-resistant Prostate Cancer.

Authors:  Karim Fizazi; Christophe Massard; Matthew Smith; Michael Rader; Janet Brown; Piotr Milecki; Neal Shore; Stephane Oudard; Lawrence Karsh; Michael Carducci; Ronaldo Damião; Huei Wang; Wendy Ying; Carsten Goessl
Journal:  Eur Urol       Date:  2014-10-29       Impact factor: 20.096

9.  Circulating tumor cells predict survival benefit from treatment in metastatic castration-resistant prostate cancer.

Authors:  Johann S de Bono; Howard I Scher; R Bruce Montgomery; Christopher Parker; M Craig Miller; Henk Tissing; Gerald V Doyle; Leon W W M Terstappen; Kenneth J Pienta; Derek Raghavan
Journal:  Clin Cancer Res       Date:  2008-10-01       Impact factor: 12.531

10.  External validation of a Cox prognostic model: principles and methods.

Authors:  Patrick Royston; Douglas G Altman
Journal:  BMC Med Res Methodol       Date:  2013-03-06       Impact factor: 4.615

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  21 in total

Review 1.  CTC-derived AR-V7 detection as a prognostic and predictive biomarker in advanced prostate cancer.

Authors:  Diogo A Bastos; Emmanuel S Antonarakis
Journal:  Expert Rev Mol Diagn       Date:  2018-01-16       Impact factor: 5.225

Review 2.  Concise Review: Prostate Cancer Stem Cells: Current Understanding.

Authors:  Sergej Skvortsov; Ira-Ida Skvortsova; Dean G Tang; Anna Dubrovska
Journal:  Stem Cells       Date:  2018-08-27       Impact factor: 6.277

3.  Circulating Tumor Cell Number as a Response Measure of Prolonged Survival for Metastatic Castration-Resistant Prostate Cancer: A Comparison With Prostate-Specific Antigen Across Five Randomized Phase III Clinical Trials.

Authors:  Glenn Heller; Robert McCormack; Thian Kheoh; Arturo Molina; Matthew R Smith; Robert Dreicer; Fred Saad; Ronald de Wit; Dana T Aftab; Mohammad Hirmand; Ana Limon; Karim Fizazi; Martin Fleisher; Johann S de Bono; Howard I Scher
Journal:  J Clin Oncol       Date:  2017-12-22       Impact factor: 44.544

4.  Prognostic models for predicting overall survival in metastatic castration-resistant prostate cancer: a systematic review.

Authors:  M Pinart; F Kunath; V Lieb; I Tsaur; B Wullich; Stefanie Schmidt
Journal:  World J Urol       Date:  2018-12-15       Impact factor: 4.226

5.  Phase I Study of DSTP3086S, an Antibody-Drug Conjugate Targeting Six-Transmembrane Epithelial Antigen of Prostate 1, in Metastatic Castration-Resistant Prostate Cancer.

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Journal:  J Clin Oncol       Date:  2019-11-05       Impact factor: 44.544

Review 6.  Research landscape of liquid biopsies in prostate cancer.

Authors:  Esther Campos-Fernández; Letícia S Barcelos; Aline Gomes de Souza; Luiz R Goulart; Vivian Alonso-Goulart
Journal:  Am J Cancer Res       Date:  2019-07-01       Impact factor: 6.166

7.  Safety and Efficacy of BIND-014, a Docetaxel Nanoparticle Targeting Prostate-Specific Membrane Antigen for Patients With Metastatic Castration-Resistant Prostate Cancer: A Phase 2 Clinical Trial.

Authors:  Karen A Autio; Robert Dreicer; Justine Anderson; Jorge A Garcia; Ajjai Alva; Lowell L Hart; Matthew I Milowsky; Edwin M Posadas; Charles J Ryan; Ryon P Graf; Ryan Dittamore; Nicole A Schreiber; Jason M Summa; Hagop Youssoufian; Michael J Morris; Howard I Scher
Journal:  JAMA Oncol       Date:  2018-10-01       Impact factor: 31.777

8.  Concordance probability as a meaningful contrast across disparate survival times.

Authors:  Sean M Devlin; Glenn Heller
Journal:  Stat Methods Med Res       Date:  2020-12-09       Impact factor: 3.021

9.  Post Hoc Health-Related Quality of Life Analysis According to Response Among Patients with Prostate Cancer in the PROSELICA and FIRSTANA Studies.

Authors:  Antoine Thiery-Vuillemin; Karim Fizazi; Oliver Sartor; Stéphane Oudard; Denise Bury; Ayse Ozatilgan; Elizabeth M Poole; Mario Eisenberger; Johann de Bono
Journal:  Oncologist       Date:  2021-05-21

10.  Development and validation of circulating tumour cell enumeration (Epic Sciences) as a prognostic biomarker in men with metastatic castration-resistant prostate cancer.

Authors:  H I Scher; A J Armstrong; J D Schonhoft; A Gill; J L Zhao; E Barnett; E Carbone; J Lu; E S Antonarakis; J Luo; S Tagawa; C H Dos Anjos; Q Yang; D George; R Szmulewitz; D C Danila; R Wenstrup; M Gonen; S Halabi
Journal:  Eur J Cancer       Date:  2021-04-21       Impact factor: 10.002

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