Literature DB >> 20646852

Impact of four-dimensional computed tomography pulmonary ventilation imaging-based functional avoidance for lung cancer radiotherapy.

Tokihiro Yamamoto1, Sven Kabus, Jens von Berg, Cristian Lorenz, Paul J Keall.   

Abstract

PURPOSE: To quantify the dosimetric impact of four-dimensional computed tomography (4D-CT) pulmonary ventilation imaging-based functional treatment planning that avoids high-functional lung regions. METHODS AND MATERIALS: 4D-CT ventilation images were created from 15 non-small-cell lung cancer patients using deformable image registration and quantitative analysis of the resultant displacement vector field. For each patient, anatomic and functional plans were created for intensity-modulated radiotherapy (IMRT) and volumetric modulated arc therapy (VMAT). Consistent beam angles and dose-volume constraints were used for all cases. The plans with Radiation Therapy Oncology Group (RTOG) 0617-defined major deviations were modified until clinically acceptable. Functional planning spared the high-functional lung, and anatomic planning treated the lungs as uniformly functional. We quantified the impact of functional planning compared with anatomic planning using the two- or one-tailed t test.
RESULTS: Functional planning led to significant reductions in the high-functional lung dose, without significantly increasing other critical organ doses, but at the expense of significantly degraded the planning target volume (PTV) conformity and homogeneity. The average reduction in the high-functional lung mean dose was 1.8 Gy for IMRT (p < .001) and 2.0 Gy for VMAT (p < .001). Significantly larger changes occurred in the metrics for patients with a larger amount of high-functional lung adjacent to the PTV.
CONCLUSION: The results of the present study have demonstrated the impact of 4D-CT ventilation imaging-based functional planning for IMRT and VMAT for the first time. Our findings indicate the potential of functional planning in lung functional avoidance for both IMRT and VMAT, particularly for patients who have high-functional lung adjacent to the PTV.
Copyright © 2011 Elsevier Inc. All rights reserved.

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Year:  2010        PMID: 20646852     DOI: 10.1016/j.ijrobp.2010.02.008

Source DB:  PubMed          Journal:  Int J Radiat Oncol Biol Phys        ISSN: 0360-3016            Impact factor:   7.038


  50 in total

1.  4D CT lung ventilation images are affected by the 4D CT sorting method.

Authors:  Tokihiro Yamamoto; Sven Kabus; Cristian Lorenz; Eric Johnston; Peter G Maxim; Maximilian Diehn; Neville Eclov; Cristian Barquero; Billy W Loo; Paul J Keall
Journal:  Med Phys       Date:  2013-10       Impact factor: 4.071

2.  Comparison of image registration based measures of regional lung ventilation from dynamic spiral CT with Xe-CT.

Authors:  Kai Ding; Kunlin Cao; Matthew K Fuld; Kaifang Du; Gary E Christensen; Eric A Hoffman; Joseph M Reinhardt
Journal:  Med Phys       Date:  2012-08       Impact factor: 4.071

3.  Regional Lung Function Profiles of Stage I and III Lung Cancer Patients: An Evaluation for Functional Avoidance Radiation Therapy.

Authors:  Yevgeniy Vinogradskiy; Leah Schubert; Quentin Diot; Timothy Waxweiller; Phillip Koo; Richard Castillo; Edward Castillo; Thomas Guerrero; Chad Rusthoven; Laurie Gaspar; Brian Kavanagh; Moyed Miften
Journal:  Int J Radiat Oncol Biol Phys       Date:  2016-07-15       Impact factor: 7.038

4.  Functional-guided radiotherapy using knowledge-based planning.

Authors:  Austin M Faught; Lindsey Olsen; Leah Schubert; Chad Rusthoven; Edward Castillo; Richard Castillo; Jingjing Zhang; Thomas Guerrero; Moyed Miften; Yevgeniy Vinogradskiy
Journal:  Radiother Oncol       Date:  2018-04-05       Impact factor: 6.280

5.  Clinical validation of 4-dimensional computed tomography ventilation with pulmonary function test data.

Authors:  Douglas Brennan; Leah Schubert; Quentin Diot; Richard Castillo; Edward Castillo; Thomas Guerrero; Mary K Martel; Derek Linderman; Laurie E Gaspar; Moyed Miften; Brian D Kavanagh; Yevgeniy Vinogradskiy
Journal:  Int J Radiat Oncol Biol Phys       Date:  2015-03-25       Impact factor: 7.038

6.  Reproducibility of registration-based measures of lung tissue expansion.

Authors:  Kaifang Du; John E Bayouth; Kunlin Cao; Gary E Christensen; Kai Ding; Joseph M Reinhardt
Journal:  Med Phys       Date:  2012-03       Impact factor: 4.071

7.  Technical Note: Deriving ventilation imaging from 4DCT by deep convolutional neural network.

Authors:  Yuncheng Zhong; Yevgeniy Vinogradskiy; Liyuan Chen; Nick Myziuk; Richard Castillo; Edward Castillo; Thomas Guerrero; Steve Jiang; Jing Wang
Journal:  Med Phys       Date:  2019-03-12       Impact factor: 4.071

8.  Respiratory effort correction strategies to improve the reproducibility of lung expansion measurements.

Authors:  Kaifang Du; Joseph M Reinhardt; Gary E Christensen; Kai Ding; John E Bayouth
Journal:  Med Phys       Date:  2013-12       Impact factor: 4.071

9.  An initial investigation of hyperpolarized gas tagging magnetic resonance imaging in evaluating deformable image registration-based lung ventilation.

Authors:  Taoran Cui; G Wilson Miller; John P Mugler; Gordon D Cates; Jaime F Mata; Eduard E de Lange; Qijie Huang; Talissa A Altes; Fang-Fang Yin; Jing Cai
Journal:  Med Phys       Date:  2018-10-23       Impact factor: 4.071

10.  Interim Analysis of a Two-Institution, Prospective Clinical Trial of 4DCT-Ventilation-based Functional Avoidance Radiation Therapy.

Authors:  Yevgeniy Vinogradskiy; Chad G Rusthoven; Leah Schubert; Bernard Jones; Austin Faught; Richard Castillo; Edward Castillo; Laurie E Gaspar; Jennifer Kwak; Timothy Waxweiler; Michele Dougherty; Dexiang Gao; Craig Stevens; Moyed Miften; Brian Kavanagh; Thomas Guerrero; Inga Grills
Journal:  Int J Radiat Oncol Biol Phys       Date:  2018-10-18       Impact factor: 7.038

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