Knowledge-Based Assessment of Focal Dose Escalation Treatment Plans in Prostate Cancer

Int J Radiat Oncol Biol Phys. 2020 Nov 15;108(4):1055-1062. doi: 10.1016/j.ijrobp.2020.06.072. Epub 2020 Jul 3.

Abstract

Purpose: In a randomized focal dose escalation radiation therapy trial for prostate cancer (FLAME), up to 95 Gy was prescribed to the tumor in the dose-escalated arm, with 77 Gy to the entire prostate in both arms. As dose constraints to organs at risk had priority over dose escalation and suboptimal planning could occur, we investigated how well the dose to the tumor was boosted. We developed an anatomy-based prediction model to identify plans with suboptimal tumor dose and performed replanning to validate our model.

Methods and materials: We derived dose-volume parameters from planned dose distributions of 539 FLAME trial patients in 4 institutions and compared them between both arms. In the dose-escalated arm, we determined overlap volume histograms and derived features representing patient anatomy. We predicted tumor D98% with a linear regression on anatomic features and performed replanning on 21 plans.

Results: In the dose-escalated arm, the median tumor D50% and D98% were 93.0 and 84.7 Gy, and 99% of the tumors had a dose escalation greater than 82.4 Gy (107% of 77 Gy). In both arms organs at risk constraints were met. Five out of 73 anatomic features were found to be predictive for tumor D98%. Median predicted tumor D98% was 4.4 Gy higher than planned D98%. Upon replanning, median tumor D98% increased by 3.0 Gy. A strong correlation between predicted increase in D98% and realized increase upon replanning was found (ρ = 0.86).

Conclusions: Focal dose escalation in prostate cancer was feasible with a dose escalation to 99% of the tumors. Replanning resulted in an increased tumor dose that correlated well with the prediction model. The model was able to identify tumors on which a higher boost dose could be planned. The model has potential as a quality assessment tool in focal dose escalated treatment plans.

Trial registration: ClinicalTrials.gov NCT01168479.

Publication types

  • Multicenter Study
  • Randomized Controlled Trial
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Disease-Free Survival
  • Feasibility Studies
  • Humans
  • Knowledge Bases
  • Linear Models
  • Magnetic Resonance Imaging
  • Male
  • Models, Theoretical
  • Neoplasm Recurrence, Local / blood
  • Neoplasm Recurrence, Local / mortality
  • Organs at Risk / diagnostic imaging
  • Organs at Risk / radiation effects*
  • Prostate
  • Prostate-Specific Antigen / blood
  • Prostatic Neoplasms / blood
  • Prostatic Neoplasms / mortality
  • Prostatic Neoplasms / pathology
  • Prostatic Neoplasms / radiotherapy*
  • Radiation Injuries / prevention & control
  • Radiotherapy Dosage
  • Radiotherapy Planning, Computer-Assisted / methods
  • Rectum
  • Reproducibility of Results
  • Seminal Vesicles
  • Tomography, X-Ray Computed
  • Tumor Burden / radiation effects

Substances

  • Prostate-Specific Antigen

Associated data

  • ClinicalTrials.gov/NCT01168479