Reproducibility of Interfraction Lung Motion Probability Distribution Function Using Dynamic MRI: Statistical Analysis

Jing Cai, Paul W. Read, James M. Larner, David R. Jones, Stanley H Benedict, Ke Sheng

Research output: Contribution to journalArticle

21 Citations (Scopus)

Abstract

Purpose: To investigate the statistical reproducibility of craniocaudal probability distribution function (PDF) of interfraction lung motion using dynamic magnetic resonance imaging. Methods and Materials: A total of 17 subjects, 9 healthy volunteers and 8 lung tumor patients, underwent two to three continuous 300-s magnetic resonance imaging scans in the sagittal plane, repeated 2 weeks apart. Three pulmonary vessels from different lung regions (upper, middle, and lower) in the healthy subjects and lung tumor patients were selected for tracking, and the displacement PDF reproducibility was evaluated as a function of scan time and frame rate. Results: For both healthy subjects and patients, the PDF reproducibility improved with increased scan time and converged to an equilibrium state during the 300-s scan. The PDF reproducibility at 300 s (mean, 0.86; range, 0.70-0.96) were significantly (p < 0.001) increased compared with those at 5 s (mean, 0.65; range, 0.25-0.79). PDF reproducibility showed less sensitivity to imaging frame rates that were >2 frames/s. Conclusion: A statistically significant improvement in PDF reproducibility was observed with a prolonged scan time among the 17 participants. The confirmation of PDF reproducibility over times much shorter than stereotactic body radiotherapy delivery duration is a vital part of the initial validation process of probability-based treatment planning for stereotactic body radiotherapy for lung cancer.

Original languageEnglish (US)
Pages (from-to)1228-1235
Number of pages8
JournalInternational Journal of Radiation Oncology Biology Physics
Volume72
Issue number4
DOIs
StatePublished - Nov 15 2008
Externally publishedYes

Fingerprint

probability distribution functions
statistical analysis
lungs
Lung
Healthy Volunteers
Radiosurgery
magnetic resonance
radiation therapy
tumors
Magnetic Resonance Imaging
vessels
planning
delivery
cancer
Lung Neoplasms
Neoplasms

Keywords

  • Lung motion
  • Magnetic resonance imaging
  • PDF-based treatment planning
  • Radiotherapy
  • Tumor tracking

ASJC Scopus subject areas

  • Oncology
  • Radiology Nuclear Medicine and imaging
  • Radiation
  • Cancer Research

Cite this

Reproducibility of Interfraction Lung Motion Probability Distribution Function Using Dynamic MRI : Statistical Analysis. / Cai, Jing; Read, Paul W.; Larner, James M.; Jones, David R.; Benedict, Stanley H; Sheng, Ke.

In: International Journal of Radiation Oncology Biology Physics, Vol. 72, No. 4, 15.11.2008, p. 1228-1235.

Research output: Contribution to journalArticle

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