Evidence map›Paper›PMID 40660852›Full record

ArticleMedical physics2025

Implementations of modulation complexity scores and their correlations with treatment plan quality in stereotactic radiation therapy.

Mathieu Gaudreault, Phu Hoang Nguyen, Catherine Lawford, Rick Franich, Nicholas Hardcastle

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Article in Medical physics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

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5citing papers in PubMed
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5 citing papers in PubMed.

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5 · Who and what money

Authors and funding

5 authors.

Mathieu GaudreaultPeter MacCallum Cancer Centre, Melbourne, Victoria, Australia.
Phu Hoang NguyenSchool of Science, RMIT University, Melbourne, Victoria, Australia.
Catherine LawfordPeter MacCallum Cancer Centre, Melbourne, Victoria, Australia.
Rick FranichPeter MacCallum Cancer Centre, Melbourne, Victoria, Australia.
Nicholas HardcastlePeter MacCallum Cancer Centre, Melbourne, Victoria, Australia.

Funding

National Computational InfrastructurePeter MacCallum Foundation
6 · The paper itself

Abstract

backgroundDuring the delivery of contemporary stereotactic radiation therapy treatment, the radiation dose is dynamically shaped by the multileaf collimator (MLC). The modulation complexity score (MCS) is a metric that quantifies MLC apertures. However, inconsistent definitions of the MCS have been introduced in the literature. Furthermore, investigations of correlations between complexity metrics and dosimetric plan quality remain scarce. PURPOSE: We aim to highlight differences between MCS definitions and assess their correlation with treatment plan quality in curated datasets of stereotactic radiation therapy treatment plans.

methodsVolumetric modulated arc therapy treatment plans from planning challenges of multi-metastasis stereotactic radiosurgery (SRS), pancreas stereotactic ablative body radiotherapy (SABR), and vertebral SABR were considered. According to the challenge guidelines, the quality of each plan was scored from 0 to 150. To quantify complexity, the two most used interpretations of the MCS were computed. In the first interpretation (beamMCS), the area aperture variability (AAV) was normalized by a virtual area constructed with the most open position of each leaf over all control points of the arc. In the second interpretation (cpMCS), the AAV was normalized by the virtual maximal leaf opening in each control point. Each quantity ranged between 0 (complex plan) and 1 (not complex plan). The Spearman correlation coefficient (

resultsThe plans of 366 treatments were considered in the SRS (n = 107), pancreas (n = 137), and vertebral (n = 122) planning challenge. The plan score ranged from 86.2 to 148.3 (median = 135). All plans considered, the complexity was higher with beamMCS than cpMCS (median

conclusionsThe two MCS interpretations yielded conflicting correlations with plan scores. The cpMCS was superior in assessing plan quality in this set of SRS and SABR plans. As complexity metrics may be useful tools in treatment planning optimization, standardization in their numerical implementation would be preferable.

Indexed as

RadiosurgeryRadiotherapy Planning, Computer-AssistedHumansQuality ControlRadiotherapy DosageRadiotherapy, Intensity-Modulatedcomplexity metricsMCSplan quality

Identifiers

PMID40660852
PMCPMC12260781

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.