Multicriteria Optimization in Intensity-Modulated Radiation Therapy Treatment Planning for Locally Advanced Cancer of the Pancreatic Head
- 1. Department of Radiation Oncology, Massachusetts General Hospital and Harvard Medical School, Boston, MA (United States)
- 2. RaySearch Laboratories, Stockholm (Sweden)
Description
Purpose: Intensity-modulated radiation therapy (IMRT) affords the potential to decrease radiation therapy-associated toxicity by creating highly conformal dose distributions. However, the inverse planning process can create a suboptimal plan despite meeting all constraints. Multicriteria optimization (MCO) may reduce the time-consuming iteration loop necessary to develop a satisfactory plan while providing information regarding trade-offs between different treatment planning goals. In this exploratory study, we examine the feasibility and utility of MCO in physician plan selection in patients with locally advanced pancreatic cancer (LAPC). Methods and Materials: The first 10 consecutive patients with LAPC treated with IMRT were evaluated. A database of plans (Pareto surface) was created that met the inverse planning goals. The physician then navigated to an 'optimal' plan from the point on the Pareto surface at which kidney dose was minimized. Results: Pareto surfaces were created for all 10 patients. A physician was able to select a plan from the Pareto surface within 10 minutes for all cases. Compared with the original (treated) IMRT plans, the plan selected from the Pareto surface had a lower stomach mean dose in 9 of 10 patients, although often at the expense of higher kidney dose than with the treated plan. Conclusion: The MCO is feasible in patients with LAPC and allows the physician to choose a satisfactory plan quickly. Generally, when given the opportunity, the physician will choose a plan with a lower stomach dose. The MCO enables a physician to provide greater active clinical input into the IMRT planning process
Availability note (English)
Available from http://dx.doi.org/10.1016/j.ijrobp.2008.07.015Additional details
Identifiers
- DOI
- 10.1016/j.ijrobp.2008.07.015;
- PII
- S0360-3016(08)03044-7;
Publishing Information
- Journal Title
- International Journal of Radiation Oncology, Biology and Physics
- Journal Volume
- 72
- Journal Issue
- 4
- Journal Page Range
- p. 1208-1214
- ISSN
- 0360-3016
- CODEN
- IOBPD3
INIS
- Country of Publication
- United States
- Country of Input or Organization
- International Atomic Energy Agency (IAEA)
- INIS RN
- 40047655
- Subject category
- S62: RADIOLOGY AND NUCLEAR MEDICINE;
- Descriptors DEI
- CARCINOMAS; HEAD; KIDNEYS; OPTIMIZATION; PANCREAS; PATIENTS; RADIATION DOSE DISTRIBUTIONS; RADIATION DOSES; RADIOTHERAPY; STOMACH; TOXICITY
- Descriptors DEC
- BODY; DIGESTIVE SYSTEM; DISEASES; DOSES; ENDOCRINE GLANDS; GASTROINTESTINAL TRACT; GLANDS; MEDICINE; NEOPLASMS; NUCLEAR MEDICINE; ORGANS; RADIOLOGY; THERAPY
Optional Information
- Copyright
- Copyright (c) 2008 Elsevier Science B.V., Amsterdam, The Netherlands, All rights reserved.