title: Gene panel model predictive of outcome in men at high-risk of systemic progression and death from prostate cancer after radical retropubic prostatectomy.
abstract: OBJECTIVE
  In men who are at high-risk of prostate cancer, progression and death from cancer after radical retropubic prostatectomy (RRP), limited prognostic information is provided by established prognostic features. The objective of this study was to develop a model predictive of outcome in this group of patients.
  
  
  METHODS
  Candidate genes were identified from microarray expression data from 102 laser capture microdissected prostate tissue samples. Candidates were overexpressed in tumor compared with normal prostate and more frequently in Gleason patterns 4 and 5 than in 3. A case control study of 157 high-risk patients, matched on Gleason score and stage with systemic progression or death of prostate cancer as the end point, was used to evaluate the expression of candidate genes and build a multivariate model. Tumor was collected from the highest Gleason score in paraffin-embedded blocks and the gene expression was quantified by real-time reverse transcription polymerase chain reaction. Validation of the final model was performed on a separate case-control study of 57 high-risk patients who underwent RRP.
  
  
  RESULTS
  A model incorporating gene expression of topoisomerase-2a, cadherin-10, the fusion status based on ERG, ETV1, and ETV4 expression, and the aneuploidy status resulted in a 0.81 area under the curve (AUC) in receiver operating characteristic statistical analysis for the identification of men with systemic progression and death from high grade prostate cancer. The AUC was 0.79 in the independent validation study.
  
  
  CONCLUSIONS
  The model can identify men with high-risk prostate cancer who may benefit from more intensive postoperative follow-up and adjuvant therapies.
authors: Department of Laboratory Medicine and Pathology, Mayo Clinic, 200 First St SW, Rochester, MN 55905, USA.
authors: John C
authors: JC
authors: Cheville
authors: R Jeffrey
authors: RJ
authors: Karnes
authors: Terry M
authors: TM
authors: Therneau
authors: Farhad
authors: F
authors: Kosari
authors: Jan-Marie
authors: JM
authors: Munz
authors: Lori
authors: L
authors: Tillmans
authors: Eati
authors: E
authors: Basal
authors: Laureano J
authors: LJ
authors: Rangel
authors: Eric
authors: E
authors: Bergstralh
authors: Irina V
authors: IV
authors: Kovtun
authors: C D
authors: CD
authors: Savci-Heijink
authors: Eric W
authors: EW
authors: Klee
authors: George
authors: G
authors: Vasmatzis
mesh_terms: D016022:Case-Control Studies; D015331:Cohort Studies; D018450:Disease Progression; D020869:Gene Expression Profiling; D020022:Genetic Predisposition to Disease; D006801:Humans; D008297:Male; D015233:Models, Statistical; D020411:Oligonucleotide Array Sequence Analysis; D011237:Predictive Value of Tests; D011468:Prostatectomy; D011471:Prostatic Neoplasms / Q000235:genetics* / Q000473:pathology / Q000601:surgery*; D020133:Reverse Transcriptase Polymerase Chain Reaction; D016896:Treatment Outcome