Evidence map›Paper›PMID 40988651›Full record

ArticlePhysics and imaging in radiation oncology2025

Validation of fully automated intensity-modulated proton therapy with and without transmission beams for nasopharyngeal cancer.

Merle Huiskes, Wens Kong, Sebastiaan Breedveld, Koen Crama, Martin de Jong, Steven Habraken, Ben Heijmen, Coen Rasch, Eleftheria Astreinidou

Abstract read
In one paragraph

Article in Physics and imaging in radiation oncology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Merle HuiskesDepartment of Radiation Oncology, Leiden University Medical Center, Leiden, the Netherlands.
Wens KongDepartment of Radiotherapy, Erasmus MC Cancer Institute, Rotterdam, the Netherlands.
Sebastiaan BreedveldDepartment of Radiotherapy, Erasmus MC Cancer Institute, Rotterdam, the Netherlands.
Koen CramaDepartment of Radiation Oncology, Leiden University Medical Center, Leiden, the Netherlands.
Martin de JongDepartment of Radiation Oncology, Leiden University Medical Center, Leiden, the Netherlands.
Steven HabrakenDepartment of Radiation Oncology, Leiden University Medical Center, Leiden, the Netherlands.
Ben HeijmenDepartment of Radiotherapy, Erasmus MC Cancer Institute, Rotterdam, the Netherlands.
Coen RaschDepartment of Radiation Oncology, Leiden University Medical Center, Leiden, the Netherlands.
Eleftheria AstreinidouDepartment of Radiation Oncology, Leiden University Medical Center, Leiden, the Netherlands.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background and purpose: Intensity-modulated proton therapy (IMPT) offers dose/volume advantages for nasopharyngeal cancer (NPC), however is complex, time-consuming, and the Bragg-peak's broad lateral penumbra can compromise target coverage near critical structures. Transmission proton beams (TBs) may mitigate this, while fully automated planning can ensure high-quality plans with reduced planning times. This study aimed to evaluate the added value of TBs in robust, fully automated IMPT (autoIMPT) planning for NPC, and benchmarking these against manually generated clinical IMPT plans. Materials and Methods: Twenty-four NPC patients previously treated with IMPT with 70.00 Gy(RBE) to the primary tumor and 54.25 Gy(RBE) to the elective volumes were included. AutoIMPT- and autoIMPT+TB plans were generated by Erasmus-iCycle, using the same 6-beam configuration and clinical constraints. Dose/volume-based comparison to clinical plans was performed for target coverage, OAR doses, and normal tissue complication probabilities (NTCP). Results: Voxel-wise (vw) minimum target D98% of automated plans was similar or improved compared to clinical plans, especially in cases with compromised target coverage. In serial OARs, significant dose reductions were observed, especially in brainstem and optical system. Dose reductions to serial OARs were more pronounced in the autoIMPT+TB plans, up to 22.5 Gy for vw-maximum optical nerve D0.03cm Conclusions: Fully automated IMPT and IMPT+TB plans achieved similar or improved robust target coverage and OAR sparing compared to clinical plans. Incorporation of TBs to IMPT showed similar target coverage and enhanced dose reductions in serial OARs.

Indexed as

Automated planningHead and neck cancerIntensity Modulated Proton Therapy (IMPT)Multi-criterial optimization (MCO)Nasopharyngeal cancerTransmission beams

Identifiers

PMID40988651
PMCPMC12451356

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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.