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Ability of a Genomic Classifier to Predict Metastasis and Prostate Cancer-specific Mortality after Radiation or Surgery based on Needle Biopsy Specimens.
Nguyen, Paul L; Haddad, Zaid; Ross, Ashley E; Martin, Neil E; Deheshi, Samineh; Lam, Lucia L C; Chelliserry, Jijumon; Tosoian, Jeffrey J; Lotan, Tamara L; Spratt, Daniel E; Stoyanova, Radka S; Punnen, Sanoj; Ong, Kaye; Buerki, Christine; Aranes, Maria; Kolisnik, Tyler; Margrave, Jennifer; Yousefi, Kasra; Choeurng, Voleak; Davicioni, Elai; Trock, Bruce J; Kane, Christopher J; Pollack, Alan; Davis, John W; Feng, Felix Y; Klein, Eric A.
Afiliação
  • Nguyen PL; Department of Radiation Oncology, Dana-Farber/Brigham and Women's Cancer Center and Harvard Medical School, Boston, MA, USA. Electronic address: pnguyen@lroc.harvard.edu.
  • Haddad Z; GenomeDx Biosciences Inc., Vancouver, BC, Canada.
  • Ross AE; James Buchanan Brady Urological Institute, Johns Hopkins Hospital, Baltimore, MD, USA.
  • Martin NE; Department of Radiation Oncology, Dana-Farber/Brigham and Women's Cancer Center and Harvard Medical School, Boston, MA, USA.
  • Deheshi S; GenomeDx Biosciences Inc., Vancouver, BC, Canada.
  • Lam LLC; GenomeDx Biosciences Inc., Vancouver, BC, Canada.
  • Chelliserry J; GenomeDx Biosciences Inc., Vancouver, BC, Canada.
  • Tosoian JJ; James Buchanan Brady Urological Institute, Johns Hopkins Hospital, Baltimore, MD, USA.
  • Lotan TL; James Buchanan Brady Urological Institute, Johns Hopkins Hospital, Baltimore, MD, USA.
  • Spratt DE; Department of Radiation Oncology, Michigan Center for Translational Pathology, Comprehensive Cancer Center, University of Michigan, Ann Arbor, MI, USA.
  • Stoyanova RS; Department of Radiation Oncology, Miller School of Medicine University of Miami, Miami, FL, USA.
  • Punnen S; Department of Radiation Oncology, Miller School of Medicine University of Miami, Miami, FL, USA.
  • Ong K; GenomeDx Biosciences Inc., Vancouver, BC, Canada.
  • Buerki C; GenomeDx Biosciences Inc., Vancouver, BC, Canada.
  • Aranes M; GenomeDx Biosciences Inc., Vancouver, BC, Canada.
  • Kolisnik T; GenomeDx Biosciences Inc., Vancouver, BC, Canada.
  • Margrave J; GenomeDx Biosciences Inc., Vancouver, BC, Canada.
  • Yousefi K; GenomeDx Biosciences Inc., Vancouver, BC, Canada.
  • Choeurng V; GenomeDx Biosciences Inc., Vancouver, BC, Canada.
  • Davicioni E; GenomeDx Biosciences Inc., Vancouver, BC, Canada.
  • Trock BJ; James Buchanan Brady Urological Institute, Johns Hopkins Hospital, Baltimore, MD, USA.
  • Kane CJ; Department of Urology, University of California, San Diego, San Diego, CA, USA.
  • Pollack A; Department of Radiation Oncology, Miller School of Medicine University of Miami, Miami, FL, USA.
  • Davis JW; Department of Urology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
  • Feng FY; Department of Radiation Oncology, University of California at San Francisco, San Francisco, CA, USA.
  • Klein EA; Glickman Urological and Kidney Institute, Cleveland Clinic, Cleveland, OH, USA.
Eur Urol ; 72(5): 845-852, 2017 11.
Article em En | MEDLINE | ID: mdl-28528811
BACKGROUND: Decipher is a validated genomic classifier developed to determine the biological potential for metastasis after radical prostatectomy (RP). OBJECTIVE: To evaluate the ability of biopsy Decipher to predict metastasis and Prostate cancer-specific mortality (PCSM) in primarily intermediate- to high-risk patients treated with RP or radiation therapy (RT). DESIGN, SETTING, AND PARTICIPANTS: Two hundred and thirty-five patients treated with either RP (n=105) or RT±androgen deprivation therapy (n=130) with available genomic expression profiles generated from diagnostic biopsy specimens from seven tertiary referral centers. The highest-grade core was sampled and Decipher was calculated based on a locked random forest model. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS: Metastasis and PCSM were the primary and secondary outcomes of the study, respectively. Cox analysis and c-index were used to evaluate the performance of Decipher. RESULTS AND LIMITATIONS: With a median follow-up of 6 yr among censored patients, 34 patients developed metastases and 11 died of prostate cancer. On multivariable analysis, biopsy Decipher remained a significant predictor of metastasis (hazard ratio: 1.37 per 10% increase in score, 95% confidence interval [CI]: 1.06-1.78, p=0.018) after adjusting for clinical variables. For predicting metastasis 5-yr post-biopsy, Cancer of the Prostate Risk Assessment score had a c-index of 0.60 (95% CI: 0.50-0.69), while Cancer of the Prostate Risk Assessment plus biopsy Decipher had a c-index of 0.71 (95% CI: 0.60-0.82). National Comprehensive Cancer Network risk group had a c-index of 0.66 (95% CI: 0.53-0.77), while National Comprehensive Cancer Network plus biopsy Decipher had a c-index of 0.74 (95% CI: 0.66-0.82). Biopsy Decipher was a significant predictor of PCSM (hazard ratio: 1.57 per 10% increase in score, 95% CI: 1.03-2.48, p=0.037), with a 5-yr PCSM rate of 0%, 0%, and 9.4% for Decipher low, intermediate, and high, respectively. CONCLUSIONS: Biopsy Decipher predicted metastasis and PCSM from diagnostic biopsy specimens of primarily intermediate- and high-risk men treated with first-line RT or RP. PATIENT SUMMARY: Biopsy Decipher predicted metastasis and prostate cancer-specific mortality risk from diagnostic biopsy specimens.
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Prostatectomia / Neoplasias da Próstata / Biomarcadores Tumorais / Perfilação da Expressão Gênica / Quimiorradioterapia / Antagonistas de Androgênios Tipo de estudo: Clinical_trials / Etiology_studies / Evaluation_studies / Prognostic_studies / Risk_factors_studies Limite: Aged / Humans / Male / Middle aged País/Região como assunto: America do norte Idioma: En Ano de publicação: 2017 Tipo de documento: Article

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Prostatectomia / Neoplasias da Próstata / Biomarcadores Tumorais / Perfilação da Expressão Gênica / Quimiorradioterapia / Antagonistas de Androgênios Tipo de estudo: Clinical_trials / Etiology_studies / Evaluation_studies / Prognostic_studies / Risk_factors_studies Limite: Aged / Humans / Male / Middle aged País/Região como assunto: America do norte Idioma: En Ano de publicação: 2017 Tipo de documento: Article