Literature DB >> 31665703

Accounting for respiratory motion in small serial structures during radiotherapy planning: proof of concept in virtual bronchoscopy-guided lung functional avoidance radiotherapy.

Esther Vicente1, Arezoo Modiri, Kun-Chang Yu, Henky Wibowo, Yulong Yan, Robert Timmerman, Amit Sawant.   

Abstract

Respiratory motion management techniques in radiotherapy (RT) planning are primarily focused on maintaining tumor target coverage. An inadequately addressed need is accounting for motion in dosimetric estimations in smaller serial structures. Accurate dose estimations in such structures are more sensitive to motion because respiration can cause them to move completely in or out of a high dose-gradient field. In this work, we study three motion management strategies (m1-m3) to find an accurate method to estimate the dosimetry in airways. To validate these methods, we generated a 'ground truth' digital breathing model based on a 4DCT scan from a lung stereotactic ablative radiotherapy (SAbR) patient. We simulated 225 breathing cycles with  ±10% perturbations in amplitude, respiratory period, and time per respiratory phase. A high-resolution breath-hold CT (BHCT) was also acquired and used with a research virtual bronchoscopy software to autosegment 239 airways. Contours for planning target volume (PTV) and organs at risk (OARs) were defined on the maximum intensity projection of the 4DCT (CTMIP) and transferred to the average of the 10 4DCT phases (CTAVG). To design the motion management methods, the RT plan was recreated using different images and structure definitions. Methods m1 and m2 recreated the plan using the CTAVG image. In method m1, airways were deformed to the CTAVG. In m2, airways were deformed to each of the 4DCT phases, and union structures were transferred onto the CTAVG. In m3, the RT plan was recreated on each of the 10 phases, and the dose distribution from each phase was deformed to the BHCT and summed. Dose errors (mean [min, max]) in airways were: m1: 21% (0.001%, 93%); m2: 45% (0.1%, 179%); and m3: 4% (0.006%, 14%). Our work suggests that accurate dose estimation in moving small serial structures requires customized motion management techniques (like m3 in this work) rather than current clinical and investigational approaches.

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Year:  2019        PMID: 31665703      PMCID: PMC7363206          DOI: 10.1088/1361-6560/ab52a1

Source DB:  PubMed          Journal:  Phys Med Biol        ISSN: 0031-9155            Impact factor:   3.609


  47 in total

1.  Functional avoidance of lung in plan optimization with an aperture-based inverse planning system.

Authors:  Jason St-Hilaire; Caroline Lavoie; Anne Dagnault; Frédéric Beaulieu; Francis Morin; Luc Beaulieu; Daniel Tremblay
Journal:  Radiother Oncol       Date:  2011-09-29       Impact factor: 6.280

2.  Radiation-induced narrowing of the tracheobronchial tree: an in-depth analysis.

Authors:  Chris R Kelsey; Daniel Kahn; Donna R Hollis; Keith L Miller; Su-Min Zhou; Robert W Clough; Lawrence B Marks
Journal:  Lung Cancer       Date:  2006-02-17       Impact factor: 5.705

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.  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

5.  Correlation of Regional Lung Ventilation and Gas Transfer to Red Blood Cells: Implications for Functional-Avoidance Radiation Therapy Planning.

Authors:  Leith J Rankine; Ziyi Wang; Bastiaan Driehuys; Lawrence B Marks; Chris R Kelsey; Shiva K Das
Journal:  Int J Radiat Oncol Biol Phys       Date:  2018-04-14       Impact factor: 7.038

6.  The utility of SPECT lung perfusion scans in minimizing and assessing the physiologic consequences of thoracic irradiation.

Authors:  L B Marks; D P Spencer; G C Bentel; S K Ray; G W Sherouse; M R Sontag; R E Coleman; R J Jaszczak; T G Turkington; V Tapson
Journal:  Int J Radiat Oncol Biol Phys       Date:  1993-07-15       Impact factor: 7.038

7.  Reduction of normal lung irradiation in locally advanced non-small-cell lung cancer patients, using ventilation images for functional avoidance.

Authors:  Brian P Yaremko; Thomas M Guerrero; Josue Noyola-Martinez; Rudy Guerra; David G Lege; Linda T Nguyen; Peter A Balter; James D Cox; Ritsuko Komaki
Journal:  Int J Radiat Oncol Biol Phys       Date:  2007-03-29       Impact factor: 7.038

8.  Changes in Regional Ventilation During Treatment and Dosimetric Advantages of CT Ventilation Image Guided Radiation Therapy for Locally Advanced Lung Cancer.

Authors:  Tokihiro Yamamoto; Sven Kabus; Matthieu Bal; Karl Bzdusek; Paul J Keall; Cari Wright; Stanley H Benedict; Megan E Daly
Journal:  Int J Radiat Oncol Biol Phys       Date:  2018-05-04       Impact factor: 7.038

Review 9.  Complications from Stereotactic Body Radiotherapy for Lung Cancer.

Authors:  Kylie H Kang; Christian C Okoye; Ravi B Patel; Shankar Siva; Tithi Biswas; Rodney J Ellis; Min Yao; Mitchell Machtay; Simon S Lo
Journal:  Cancers (Basel)       Date:  2015-06-15       Impact factor: 6.639

10.  IMRT treatment plans and functional planning with functional lung imaging from 4D-CT for thoracic cancer patients.

Authors:  Tzung-Chi Huang; Chien-Yi Hsiao; Chun-Ru Chien; Ji-An Liang; Tzu-Ching Shih; Geoffrey G Zhang
Journal:  Radiat Oncol       Date:  2013-01-02       Impact factor: 3.481

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  2 in total

1.  Virtual bronchoscopy-guided lung SAbR: dosimetric implications of using AAA versus Acuros XB to calculate dose in airways.

Authors:  P Kinkopf; A Modiri; Kun-Chang Yu; Y Yan; P Mohindra; R Timmerman; A Sawant; E Vicente
Journal:  Biomed Phys Eng Express       Date:  2021-09-15

2.  Combining Serial and Parallel Functionality in Functional Lung Avoidance Radiation Therapy.

Authors:  Esther M Vicente; Arezoo Modiri; John Kipritidis; Kun-Chang Yu; Kai Sun; Jochen Cammin; Arun Gopal; Jingzhu Xu; Sina Mossahebi; Aaron Hagan; Yulong Yan; Daniel Rockwell Owen; Pranshu Mohindra; Martha M Matuszak; Robert D Timmerman; Amit Sawant
Journal:  Int J Radiat Oncol Biol Phys       Date:  2022-03-09       Impact factor: 8.013

  2 in total

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