LatticeOpt: An automatic tool for planning optimisation of spatially fractionated stereotactic body radiotherapy.

Lattice radiation therapy Optimization SFRT

Journal

Physica medica : PM : an international journal devoted to the applications of physics to medicine and biology : official journal of the Italian Association of Biomedical Physics (AIFB)
ISSN: 1724-191X
Titre abrégé: Phys Med
Pays: Italy
ID NLM: 9302888

Informations de publication

Date de publication:
26 Sep 2024
Historique:
received: 19 03 2024
revised: 05 09 2024
accepted: 22 09 2024
medline: 28 9 2024
pubmed: 28 9 2024
entrez: 27 9 2024
Statut: aheadofprint

Résumé

Lattice radiotherapy (LRT) is a three dimensional (3D) implementation of spatially fractionated radiation therapy, based on regular spatial distribution of high dose spheres (vertices) inside the target. Due to tumour shape heterogeneity, finding the best lattice arrangement is not trivial. The aim of this study was to develop the LatticeOpt tool to generate the best lattice structures on clinical cases for treatment planning. Developed in MATLAB, LatticeOpt finds the 3D-spatial configurations that maximize the number of vertices within the gross target volume (GTV). If organs at risk (OARs) are considered, it chooses the solution that minimizes the overlapping volume histograms (OVH). Otherwise, the lattice structure with the minimum Hausdorff distance between vertices and GTV boundary is chosen to avoid unpopulated regions. Different lattice structures were created for 20 patients, with (OVHopt) and without (OVHunopt) OVH minimization. Imported into TPS (Eclipse, Varian), corresponding plans were generated and evaluated in terms of OAR mean and maximum doses, GTV vertex coverage and dose gradients, as well as pre-clinical plan dosimetry. Plans based on an optimized lattice structure (OVHopt, OVHunopt) had similar dose distributions in terms of vertex coverage and gradient index score. OAR sparing was observed in all patients, with a 4 % and 9 % difference for mean and max dose (both p-values <0.01), respectively. The best vertices dimensions and their relative distances were patient dependent. LatticeOpt was able to reduce the time-consuming procedures of LRT, as well as to achieve standardized and reproducible results, useful for multicentre studies.

Identifiants

pubmed: 39332099
pii: S1120-1797(24)01080-9
doi: 10.1016/j.ejmp.2024.104823
pii:
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

104823

Informations de copyright

Copyright © 2024 Associazione Italiana di Fisica Medica e Sanitaria. Published by Elsevier Ltd. All rights reserved.

Déclaration de conflit d'intérêts

Declaration of competing interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

Auteurs

Andrea Botti (A)

Azienda USL-IRCCS di Reggio Emilia, Medical Physics Unit, Department of Advanced Technology, Reggio Emilia, Italy. Electronic address: andrea.botti@ausl.re.it.

Domenico Finocchiaro (D)

Azienda Ospedaliero-Universitaria di Modena, Medical Physics Unit, Modena, Italy.

Nicola Panico (N)

Azienda USL-IRCCS di Reggio Emilia, Medical Physics Unit, Department of Advanced Technology, Reggio Emilia, Italy.

Valeria Trojani (V)

Azienda USL-IRCCS di Reggio Emilia, Medical Physics Unit, Department of Advanced Technology, Reggio Emilia, Italy.

Giulia Paolani (G)

Azienda USL-IRCCS di Reggio Emilia, Medical Physics Unit, Department of Advanced Technology, Reggio Emilia, Italy.

Federico Iori (F)

Azienda USL-IRCCS di Reggio Emilia, Radiotherapy Unit, Department of Advanced Technology, Reggio Emilia, Italy.

Roberto Sghedoni (R)

Azienda USL-IRCCS di Reggio Emilia, Medical Physics Unit, Department of Advanced Technology, Reggio Emilia, Italy.

Elisabetta Cagni (E)

Azienda USL-IRCCS di Reggio Emilia, Medical Physics Unit, Department of Advanced Technology, Reggio Emilia, Italy.

Daniele Lambertini (D)

Azienda USL-IRCCS di Reggio Emilia, Medical Physics Unit, Department of Advanced Technology, Reggio Emilia, Italy.

Patrizia Ciammella (P)

Azienda USL-IRCCS di Reggio Emilia, Radiotherapy Unit, Department of Advanced Technology, Reggio Emilia, Italy.

Cinzia Iotti (C)

Azienda USL-IRCCS di Reggio Emilia, Medical Physics Unit, Department of Advanced Technology, Reggio Emilia, Italy.

Mauro Iori (M)

Azienda USL-IRCCS di Reggio Emilia, Medical Physics Unit, Department of Advanced Technology, Reggio Emilia, Italy.

Classifications MeSH