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Automatic planning on hippocampal avoidance whole-brain radiotherapy.

Shuo Wang1, Dandan Zheng1, Chi Zhang1

  • 1Department of Radiation Oncology, University of Nebraska Medical Center, Omaha, NE.

Medical Dosimetry : Official Journal of the American Association of Medical Dosimetrists
|February 27, 2017
PubMed
Summary

Pinnacle3 Auto-Planning effectively creates hippocampal avoidance whole-brain radiotherapy plans, meeting clinical objectives. This automated approach speeds up treatment planning, potentially improving patient access to neuroprotective radiation therapy.

Keywords:
Auto-planningHippocampal avoidance whole-brain radiotherapy

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Area of Science:

  • Radiation Oncology
  • Neuro-oncology
  • Medical Physics

Background:

  • Radiation-induced hippocampal damage contributes to cognitive decline after whole-brain radiotherapy (WBRT).
  • Hippocampal avoidance whole-brain radiotherapy (HA-WBRT) aims to mitigate these deficits by reducing hippocampal radiation dose.
  • Treatment planning complexities and urgency for palliation can hinder HA-WBRT adoption.

Purpose of the Study:

  • To evaluate the performance and efficiency of Pinnacle3 Auto-Planning for HA-WBRT.
  • To assess if automated planning meets established clinical criteria (RTOG0933).
  • To determine the potential of Auto-Planning to expedite clinical implementation of HA-WBRT.

Main Methods:

  • Ten patients previously treated for brain metastases were retrospectively analyzed.
  • Hippocampal volumes were contoured, and planning target volumes (PTVs) were generated per RTOG0933 guidelines.
  • Pinnacle3 Auto-Planning generated two types of plans: coplanar volumetric modulated arc therapy (VMAT) and noncoplanar intensity-modulated radiation therapy (IMRT).
  • Plan quality was assessed using dose metrics for PTV coverage and hippocampal sparing.

Main Results:

  • All auto-generated plans successfully met RTOG0933 dose coverage and constraint objectives.
  • The automated process significantly reduced manual intervention and planning time.
  • Intensity-modulated radiation therapy (IMRT) quality assurance confirmed the practical acceptability of the auto-plans for delivery.

Conclusions:

  • Pinnacle3 Auto-Planning provides an efficient and effective method for generating high-quality HA-WBRT plans.
  • This automation facilitates adherence to clinical protocols and expedites palliative care.
  • Streamlined planning can accelerate patient enrollment in clinical trials investigating hippocampal-sparing benefits.