title: Defining the optimal radiation dose with three-dimensional conformal radiation therapy for patients with nonmetastatic prostate carcinoma by using recursive partitioning techniques.
abstract: BACKGROUND
  The objective of this study was to determine the effect of dose and its interaction with known prognostic variables, including pretreatment prostate specific antigen (PSA), Gleason score (GS), and T classification, on patients with nonmetastatic prostate carcinoma treated with three-dimensional conformal radiation therapy (3DCRT) alone using recursive partitioning analysis.
  
  
  METHODS
  Between November 1987 and November 1997, 939 patients with nonmetastatic prostate carcinoma were treated with 3DCRT alone at Fox Chase Cancer Center. Biochemical no evidence of disease (bNED) control was defined using the American Society of Therapeutic Radiology and Oncology Consensus definition. Recursive partitioning analysis was used to identify subgroups with similar risks of bNED failure. Prognostic factors used in the model included pretreatment PSA, GS, T classification, and radiation dose. The median follow-up was 47 months (range, 2-133 months).
  
  
  RESULTS
  Twelve terminal nodes of the decision tree were merged to form four prognostic groups with similar bNED control rates. The 5-year actuarial rates of bNED control rates for Groups I, II, III, and IV were 84%, 41%, 16%, and 67%, respectively (P < 0.0001). Increasing the dose to greater than 7235 centigray (cGy) improved bNED control rates for patients with PSA levels of 10-19.9 ng/mL and T1/2a classification disease. Increasing the dose to greater than 7629 cGy improved bNED control rates for patients with T2b/3 classification disease with PSA levels less than 20 ng/mL. Patients with PSA levels greater than or equal to 20 ng/mL need high-dose 3DCRT. For those patients with GS 2-6 and T1/2a classification disease, treatment with greater than 7400 cGy resulted in 67% bNED control rate versus 16% at 5 years for treatment with less than 7400 cGy. High radiation dose (> 7700 cGy) improved bNED control rate from 16% to 41% for patients with high-risk disease (PSA > or = 20 ng/mL and GS 7-10) at 5 years.
  
  
  CONCLUSIONS
  The authors showed that with recursive partitioning techniques radiation dose continues to be an important predictor of bNED control rate and that a radiation dose response for patients with clinically localized prostate carcinoma exists. Patients with one or more prognostic feature (PSA > 10 ng/mL, classification T2b/T3, GS 7-10, or the presence of perineural invasion) achieve similar rates of bNED control compared with those patients with lower volume disease when radiation dose is increased.
authors.affiliation: Fox Chase Cancer Center, Department of Radiation Oncology, Philadelphia, Pennsylvania 19111, USA. em_horwitz@fccc.edu
authors.forename: E M
authors.initials: EM
authors.lastname: Horwitz
authors.forename: A L
authors.initials: AL
authors.lastname: Hanlon
authors.forename: W H
authors.initials: WH
authors.lastname: Pinover
authors.forename: P R
authors.initials: PR
authors.lastname: Anderson
authors.forename: G E
authors.initials: GE
authors.lastname: Hanks
mesh_terms: D000328:Adult; D000368:Aged; D000369:Aged, 80 and over; D000465:Algorithms; D003663:Decision Trees; D006801:Humans; D008297:Male; D008875:Middle Aged; D011379:Prognosis; D017430:Prostate-Specific Antigen / Q000097:blood; D011471:Prostatic Neoplasms / Q000097:blood / Q000473:pathology / Q000532:radiotherapy*; D011879:Radiotherapy Dosage; D020266:Radiotherapy, Conformal; D015996:Survival Rate
chemical_list: D017430:Prostate-Specific Antigen