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Development and Validation of a Novel Integrated Clinical-Genomic Risk Group Classification for Localized Prostate Cancer.
Spratt, Daniel E; Zhang, Jingbin; Santiago-Jiménez, María; Dess, Robert T; Davis, John W; Den, Robert B; Dicker, Adam P; Kane, Christopher J; Pollack, Alan; Stoyanova, Radka; Abdollah, Firas; Ross, Ashley E; Cole, Adam; Uchio, Edward; Randall, Josh M; Nguyen, Hao; Zhao, Shuang G; Mehra, Rohit; Glass, Andrew G; Lam, Lucia L C; Chelliserry, Jijumon; du Plessis, Marguerite; Choeurng, Voleak; Aranes, Maria; Kolisnik, Tyler; Margrave, Jennifer; Alter, Jason; Jordan, Jennifer; Buerki, Christine; Yousefi, Kasra; Haddad, Zaid; Davicioni, Elai; Trabulsi, Edouard J; Loeb, Stacy; Tewari, Ashutosh; Carroll, Peter R; Weinmann, Sheila; Schaeffer, Edward M; Klein, Eric A; Karnes, R Jeffrey; Feng, Felix Y; Nguyen, Paul L.
Afiliação
  • Spratt DE; Daniel E. Spratt, Robert T. Dess, Adam Cole, Shuang G. Zhao, and Rohit Mehra, University of Michigan, Ann Arbor; Firas Abdollah, Henry Ford Health System, Detroit, MI; Jingbin Zhang, María Santiago-Jiménez, Lucia L.C. Lam, Jijumon Chelliserry, Marguerite du Plessis, Voleak Choeurng, Maria Aranes, Ty
  • Zhang J; Daniel E. Spratt, Robert T. Dess, Adam Cole, Shuang G. Zhao, and Rohit Mehra, University of Michigan, Ann Arbor; Firas Abdollah, Henry Ford Health System, Detroit, MI; Jingbin Zhang, María Santiago-Jiménez, Lucia L.C. Lam, Jijumon Chelliserry, Marguerite du Plessis, Voleak Choeurng, Maria Aranes, Ty
  • Santiago-Jiménez M; Daniel E. Spratt, Robert T. Dess, Adam Cole, Shuang G. Zhao, and Rohit Mehra, University of Michigan, Ann Arbor; Firas Abdollah, Henry Ford Health System, Detroit, MI; Jingbin Zhang, María Santiago-Jiménez, Lucia L.C. Lam, Jijumon Chelliserry, Marguerite du Plessis, Voleak Choeurng, Maria Aranes, Ty
  • Dess RT; Daniel E. Spratt, Robert T. Dess, Adam Cole, Shuang G. Zhao, and Rohit Mehra, University of Michigan, Ann Arbor; Firas Abdollah, Henry Ford Health System, Detroit, MI; Jingbin Zhang, María Santiago-Jiménez, Lucia L.C. Lam, Jijumon Chelliserry, Marguerite du Plessis, Voleak Choeurng, Maria Aranes, Ty
  • Davis JW; Daniel E. Spratt, Robert T. Dess, Adam Cole, Shuang G. Zhao, and Rohit Mehra, University of Michigan, Ann Arbor; Firas Abdollah, Henry Ford Health System, Detroit, MI; Jingbin Zhang, María Santiago-Jiménez, Lucia L.C. Lam, Jijumon Chelliserry, Marguerite du Plessis, Voleak Choeurng, Maria Aranes, Ty
  • Den RB; Daniel E. Spratt, Robert T. Dess, Adam Cole, Shuang G. Zhao, and Rohit Mehra, University of Michigan, Ann Arbor; Firas Abdollah, Henry Ford Health System, Detroit, MI; Jingbin Zhang, María Santiago-Jiménez, Lucia L.C. Lam, Jijumon Chelliserry, Marguerite du Plessis, Voleak Choeurng, Maria Aranes, Ty
  • Dicker AP; Daniel E. Spratt, Robert T. Dess, Adam Cole, Shuang G. Zhao, and Rohit Mehra, University of Michigan, Ann Arbor; Firas Abdollah, Henry Ford Health System, Detroit, MI; Jingbin Zhang, María Santiago-Jiménez, Lucia L.C. Lam, Jijumon Chelliserry, Marguerite du Plessis, Voleak Choeurng, Maria Aranes, Ty
  • Kane CJ; Daniel E. Spratt, Robert T. Dess, Adam Cole, Shuang G. Zhao, and Rohit Mehra, University of Michigan, Ann Arbor; Firas Abdollah, Henry Ford Health System, Detroit, MI; Jingbin Zhang, María Santiago-Jiménez, Lucia L.C. Lam, Jijumon Chelliserry, Marguerite du Plessis, Voleak Choeurng, Maria Aranes, Ty
  • Pollack A; Daniel E. Spratt, Robert T. Dess, Adam Cole, Shuang G. Zhao, and Rohit Mehra, University of Michigan, Ann Arbor; Firas Abdollah, Henry Ford Health System, Detroit, MI; Jingbin Zhang, María Santiago-Jiménez, Lucia L.C. Lam, Jijumon Chelliserry, Marguerite du Plessis, Voleak Choeurng, Maria Aranes, Ty
  • Stoyanova R; Daniel E. Spratt, Robert T. Dess, Adam Cole, Shuang G. Zhao, and Rohit Mehra, University of Michigan, Ann Arbor; Firas Abdollah, Henry Ford Health System, Detroit, MI; Jingbin Zhang, María Santiago-Jiménez, Lucia L.C. Lam, Jijumon Chelliserry, Marguerite du Plessis, Voleak Choeurng, Maria Aranes, Ty
  • Abdollah F; Daniel E. Spratt, Robert T. Dess, Adam Cole, Shuang G. Zhao, and Rohit Mehra, University of Michigan, Ann Arbor; Firas Abdollah, Henry Ford Health System, Detroit, MI; Jingbin Zhang, María Santiago-Jiménez, Lucia L.C. Lam, Jijumon Chelliserry, Marguerite du Plessis, Voleak Choeurng, Maria Aranes, Ty
  • Ross AE; Daniel E. Spratt, Robert T. Dess, Adam Cole, Shuang G. Zhao, and Rohit Mehra, University of Michigan, Ann Arbor; Firas Abdollah, Henry Ford Health System, Detroit, MI; Jingbin Zhang, María Santiago-Jiménez, Lucia L.C. Lam, Jijumon Chelliserry, Marguerite du Plessis, Voleak Choeurng, Maria Aranes, Ty
  • Cole A; Daniel E. Spratt, Robert T. Dess, Adam Cole, Shuang G. Zhao, and Rohit Mehra, University of Michigan, Ann Arbor; Firas Abdollah, Henry Ford Health System, Detroit, MI; Jingbin Zhang, María Santiago-Jiménez, Lucia L.C. Lam, Jijumon Chelliserry, Marguerite du Plessis, Voleak Choeurng, Maria Aranes, Ty
  • Uchio E; Daniel E. Spratt, Robert T. Dess, Adam Cole, Shuang G. Zhao, and Rohit Mehra, University of Michigan, Ann Arbor; Firas Abdollah, Henry Ford Health System, Detroit, MI; Jingbin Zhang, María Santiago-Jiménez, Lucia L.C. Lam, Jijumon Chelliserry, Marguerite du Plessis, Voleak Choeurng, Maria Aranes, Ty
  • Randall JM; Daniel E. Spratt, Robert T. Dess, Adam Cole, Shuang G. Zhao, and Rohit Mehra, University of Michigan, Ann Arbor; Firas Abdollah, Henry Ford Health System, Detroit, MI; Jingbin Zhang, María Santiago-Jiménez, Lucia L.C. Lam, Jijumon Chelliserry, Marguerite du Plessis, Voleak Choeurng, Maria Aranes, Ty
  • Nguyen H; Daniel E. Spratt, Robert T. Dess, Adam Cole, Shuang G. Zhao, and Rohit Mehra, University of Michigan, Ann Arbor; Firas Abdollah, Henry Ford Health System, Detroit, MI; Jingbin Zhang, María Santiago-Jiménez, Lucia L.C. Lam, Jijumon Chelliserry, Marguerite du Plessis, Voleak Choeurng, Maria Aranes, Ty
  • Zhao SG; Daniel E. Spratt, Robert T. Dess, Adam Cole, Shuang G. Zhao, and Rohit Mehra, University of Michigan, Ann Arbor; Firas Abdollah, Henry Ford Health System, Detroit, MI; Jingbin Zhang, María Santiago-Jiménez, Lucia L.C. Lam, Jijumon Chelliserry, Marguerite du Plessis, Voleak Choeurng, Maria Aranes, Ty
  • Mehra R; Daniel E. Spratt, Robert T. Dess, Adam Cole, Shuang G. Zhao, and Rohit Mehra, University of Michigan, Ann Arbor; Firas Abdollah, Henry Ford Health System, Detroit, MI; Jingbin Zhang, María Santiago-Jiménez, Lucia L.C. Lam, Jijumon Chelliserry, Marguerite du Plessis, Voleak Choeurng, Maria Aranes, Ty
  • Glass AG; Daniel E. Spratt, Robert T. Dess, Adam Cole, Shuang G. Zhao, and Rohit Mehra, University of Michigan, Ann Arbor; Firas Abdollah, Henry Ford Health System, Detroit, MI; Jingbin Zhang, María Santiago-Jiménez, Lucia L.C. Lam, Jijumon Chelliserry, Marguerite du Plessis, Voleak Choeurng, Maria Aranes, Ty
  • Lam LLC; Daniel E. Spratt, Robert T. Dess, Adam Cole, Shuang G. Zhao, and Rohit Mehra, University of Michigan, Ann Arbor; Firas Abdollah, Henry Ford Health System, Detroit, MI; Jingbin Zhang, María Santiago-Jiménez, Lucia L.C. Lam, Jijumon Chelliserry, Marguerite du Plessis, Voleak Choeurng, Maria Aranes, Ty
  • Chelliserry J; Daniel E. Spratt, Robert T. Dess, Adam Cole, Shuang G. Zhao, and Rohit Mehra, University of Michigan, Ann Arbor; Firas Abdollah, Henry Ford Health System, Detroit, MI; Jingbin Zhang, María Santiago-Jiménez, Lucia L.C. Lam, Jijumon Chelliserry, Marguerite du Plessis, Voleak Choeurng, Maria Aranes, Ty
  • du Plessis M; Daniel E. Spratt, Robert T. Dess, Adam Cole, Shuang G. Zhao, and Rohit Mehra, University of Michigan, Ann Arbor; Firas Abdollah, Henry Ford Health System, Detroit, MI; Jingbin Zhang, María Santiago-Jiménez, Lucia L.C. Lam, Jijumon Chelliserry, Marguerite du Plessis, Voleak Choeurng, Maria Aranes, Ty
  • Choeurng V; Daniel E. Spratt, Robert T. Dess, Adam Cole, Shuang G. Zhao, and Rohit Mehra, University of Michigan, Ann Arbor; Firas Abdollah, Henry Ford Health System, Detroit, MI; Jingbin Zhang, María Santiago-Jiménez, Lucia L.C. Lam, Jijumon Chelliserry, Marguerite du Plessis, Voleak Choeurng, Maria Aranes, Ty
  • Aranes M; Daniel E. Spratt, Robert T. Dess, Adam Cole, Shuang G. Zhao, and Rohit Mehra, University of Michigan, Ann Arbor; Firas Abdollah, Henry Ford Health System, Detroit, MI; Jingbin Zhang, María Santiago-Jiménez, Lucia L.C. Lam, Jijumon Chelliserry, Marguerite du Plessis, Voleak Choeurng, Maria Aranes, Ty
  • Kolisnik T; Daniel E. Spratt, Robert T. Dess, Adam Cole, Shuang G. Zhao, and Rohit Mehra, University of Michigan, Ann Arbor; Firas Abdollah, Henry Ford Health System, Detroit, MI; Jingbin Zhang, María Santiago-Jiménez, Lucia L.C. Lam, Jijumon Chelliserry, Marguerite du Plessis, Voleak Choeurng, Maria Aranes, Ty
  • Margrave J; Daniel E. Spratt, Robert T. Dess, Adam Cole, Shuang G. Zhao, and Rohit Mehra, University of Michigan, Ann Arbor; Firas Abdollah, Henry Ford Health System, Detroit, MI; Jingbin Zhang, María Santiago-Jiménez, Lucia L.C. Lam, Jijumon Chelliserry, Marguerite du Plessis, Voleak Choeurng, Maria Aranes, Ty
  • Alter J; Daniel E. Spratt, Robert T. Dess, Adam Cole, Shuang G. Zhao, and Rohit Mehra, University of Michigan, Ann Arbor; Firas Abdollah, Henry Ford Health System, Detroit, MI; Jingbin Zhang, María Santiago-Jiménez, Lucia L.C. Lam, Jijumon Chelliserry, Marguerite du Plessis, Voleak Choeurng, Maria Aranes, Ty
  • Jordan J; Daniel E. Spratt, Robert T. Dess, Adam Cole, Shuang G. Zhao, and Rohit Mehra, University of Michigan, Ann Arbor; Firas Abdollah, Henry Ford Health System, Detroit, MI; Jingbin Zhang, María Santiago-Jiménez, Lucia L.C. Lam, Jijumon Chelliserry, Marguerite du Plessis, Voleak Choeurng, Maria Aranes, Ty
  • Buerki C; Daniel E. Spratt, Robert T. Dess, Adam Cole, Shuang G. Zhao, and Rohit Mehra, University of Michigan, Ann Arbor; Firas Abdollah, Henry Ford Health System, Detroit, MI; Jingbin Zhang, María Santiago-Jiménez, Lucia L.C. Lam, Jijumon Chelliserry, Marguerite du Plessis, Voleak Choeurng, Maria Aranes, Ty
  • Yousefi K; Daniel E. Spratt, Robert T. Dess, Adam Cole, Shuang G. Zhao, and Rohit Mehra, University of Michigan, Ann Arbor; Firas Abdollah, Henry Ford Health System, Detroit, MI; Jingbin Zhang, María Santiago-Jiménez, Lucia L.C. Lam, Jijumon Chelliserry, Marguerite du Plessis, Voleak Choeurng, Maria Aranes, Ty
  • Haddad Z; Daniel E. Spratt, Robert T. Dess, Adam Cole, Shuang G. Zhao, and Rohit Mehra, University of Michigan, Ann Arbor; Firas Abdollah, Henry Ford Health System, Detroit, MI; Jingbin Zhang, María Santiago-Jiménez, Lucia L.C. Lam, Jijumon Chelliserry, Marguerite du Plessis, Voleak Choeurng, Maria Aranes, Ty
  • Davicioni E; Daniel E. Spratt, Robert T. Dess, Adam Cole, Shuang G. Zhao, and Rohit Mehra, University of Michigan, Ann Arbor; Firas Abdollah, Henry Ford Health System, Detroit, MI; Jingbin Zhang, María Santiago-Jiménez, Lucia L.C. Lam, Jijumon Chelliserry, Marguerite du Plessis, Voleak Choeurng, Maria Aranes, Ty
  • Trabulsi EJ; Daniel E. Spratt, Robert T. Dess, Adam Cole, Shuang G. Zhao, and Rohit Mehra, University of Michigan, Ann Arbor; Firas Abdollah, Henry Ford Health System, Detroit, MI; Jingbin Zhang, María Santiago-Jiménez, Lucia L.C. Lam, Jijumon Chelliserry, Marguerite du Plessis, Voleak Choeurng, Maria Aranes, Ty
  • Loeb S; Daniel E. Spratt, Robert T. Dess, Adam Cole, Shuang G. Zhao, and Rohit Mehra, University of Michigan, Ann Arbor; Firas Abdollah, Henry Ford Health System, Detroit, MI; Jingbin Zhang, María Santiago-Jiménez, Lucia L.C. Lam, Jijumon Chelliserry, Marguerite du Plessis, Voleak Choeurng, Maria Aranes, Ty
  • Tewari A; Daniel E. Spratt, Robert T. Dess, Adam Cole, Shuang G. Zhao, and Rohit Mehra, University of Michigan, Ann Arbor; Firas Abdollah, Henry Ford Health System, Detroit, MI; Jingbin Zhang, María Santiago-Jiménez, Lucia L.C. Lam, Jijumon Chelliserry, Marguerite du Plessis, Voleak Choeurng, Maria Aranes, Ty
  • Carroll PR; Daniel E. Spratt, Robert T. Dess, Adam Cole, Shuang G. Zhao, and Rohit Mehra, University of Michigan, Ann Arbor; Firas Abdollah, Henry Ford Health System, Detroit, MI; Jingbin Zhang, María Santiago-Jiménez, Lucia L.C. Lam, Jijumon Chelliserry, Marguerite du Plessis, Voleak Choeurng, Maria Aranes, Ty
  • Weinmann S; Daniel E. Spratt, Robert T. Dess, Adam Cole, Shuang G. Zhao, and Rohit Mehra, University of Michigan, Ann Arbor; Firas Abdollah, Henry Ford Health System, Detroit, MI; Jingbin Zhang, María Santiago-Jiménez, Lucia L.C. Lam, Jijumon Chelliserry, Marguerite du Plessis, Voleak Choeurng, Maria Aranes, Ty
  • Schaeffer EM; Daniel E. Spratt, Robert T. Dess, Adam Cole, Shuang G. Zhao, and Rohit Mehra, University of Michigan, Ann Arbor; Firas Abdollah, Henry Ford Health System, Detroit, MI; Jingbin Zhang, María Santiago-Jiménez, Lucia L.C. Lam, Jijumon Chelliserry, Marguerite du Plessis, Voleak Choeurng, Maria Aranes, Ty
  • Klein EA; Daniel E. Spratt, Robert T. Dess, Adam Cole, Shuang G. Zhao, and Rohit Mehra, University of Michigan, Ann Arbor; Firas Abdollah, Henry Ford Health System, Detroit, MI; Jingbin Zhang, María Santiago-Jiménez, Lucia L.C. Lam, Jijumon Chelliserry, Marguerite du Plessis, Voleak Choeurng, Maria Aranes, Ty
  • Karnes RJ; Daniel E. Spratt, Robert T. Dess, Adam Cole, Shuang G. Zhao, and Rohit Mehra, University of Michigan, Ann Arbor; Firas Abdollah, Henry Ford Health System, Detroit, MI; Jingbin Zhang, María Santiago-Jiménez, Lucia L.C. Lam, Jijumon Chelliserry, Marguerite du Plessis, Voleak Choeurng, Maria Aranes, Ty
  • Feng FY; Daniel E. Spratt, Robert T. Dess, Adam Cole, Shuang G. Zhao, and Rohit Mehra, University of Michigan, Ann Arbor; Firas Abdollah, Henry Ford Health System, Detroit, MI; Jingbin Zhang, María Santiago-Jiménez, Lucia L.C. Lam, Jijumon Chelliserry, Marguerite du Plessis, Voleak Choeurng, Maria Aranes, Ty
  • Nguyen PL; Daniel E. Spratt, Robert T. Dess, Adam Cole, Shuang G. Zhao, and Rohit Mehra, University of Michigan, Ann Arbor; Firas Abdollah, Henry Ford Health System, Detroit, MI; Jingbin Zhang, María Santiago-Jiménez, Lucia L.C. Lam, Jijumon Chelliserry, Marguerite du Plessis, Voleak Choeurng, Maria Aranes, Ty
J Clin Oncol ; 36(6): 581-590, 2018 02 20.
Article em En | MEDLINE | ID: mdl-29185869
Purpose It is clinically challenging to integrate genomic-classifier results that report a numeric risk of recurrence into treatment recommendations for localized prostate cancer, which are founded in the framework of risk groups. We aimed to develop a novel clinical-genomic risk grouping system that can readily be incorporated into treatment guidelines for localized prostate cancer. Materials and Methods Two multicenter cohorts (n = 991) were used for training and validation of the clinical-genomic risk groups, and two additional cohorts (n = 5,937) were used for reclassification analyses. Competing risks analysis was used to estimate the risk of distant metastasis. Time-dependent c-indices were constructed to compare clinicopathologic risk models with the clinical-genomic risk groups. Results With a median follow-up of 8 years for patients in the training cohort, 10-year distant metastasis rates for National Comprehensive Cancer Network (NCCN) low, favorable-intermediate, unfavorable-intermediate, and high-risk were 7.3%, 9.2%, 38.0%, and 39.5%, respectively. In contrast, the three-tier clinical-genomic risk groups had 10-year distant metastasis rates of 3.5%, 29.4%, and 54.6%, for low-, intermediate-, and high-risk, respectively, which were consistent in the validation cohort (0%, 25.9%, and 55.2%, respectively). C-indices for the clinical-genomic risk grouping system (0.84; 95% CI, 0.61 to 0.93) were improved over NCCN (0.73; 95% CI, 0.60 to 0.86) and Cancer of the Prostate Risk Assessment (0.74; 95% CI, 0.65 to 0.84), and 30% of patients using NCCN low/intermediate/high would be reclassified by the new three-tier system and 67% of patients would be reclassified from NCCN six-tier (very-low- to very-high-risk) by the new six-tier system. Conclusion A commercially available genomic classifier in combination with standard clinicopathologic variables can generate a simple-to-use clinical-genomic risk grouping that more accurately identifies patients at low, intermediate, and high risk for metastasis and can be easily incorporated into current guidelines to better risk-stratify patients.
Assuntos

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Neoplasias da Próstata / Genômica Tipo de estudo: Etiology_studies / Guideline / Prognostic_studies / Risk_factors_studies Idioma: En Revista: J Clin Oncol Ano de publicação: 2018 Tipo de documento: Article

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Neoplasias da Próstata / Genômica Tipo de estudo: Etiology_studies / Guideline / Prognostic_studies / Risk_factors_studies Idioma: En Revista: J Clin Oncol Ano de publicação: 2018 Tipo de documento: Article