Evidence map›Paper›PMID 41487594›Full record

ArticleFrontiers in oncology2025

The impact of dose rate optimisation and robust optimisation on FLASH proton therapy treatment plan quality and dose rates.

Nathalie Lövgren, Rasmus Nilsson, Erik Traneus, Kristoffer Petersson

Abstract read
In one paragraph

Article in Frontiers in oncology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

4 authors.

Nathalie LövgrenDepartment of Oncology, University of Oxford, Oxford, United Kingdom.
Rasmus NilssonRaySearch Laboratories AB, Stockholm, Sweden.
Erik TraneusRaySearch Laboratories AB, Stockholm, Sweden.
Kristoffer PeterssonDepartment of Oncology, University of Oxford, Oxford, United Kingdom.

Funding

Translational Studies in FLASH Particle RadiotherapyP01CA257904 · NCI · UNIVERSITY OF PENNSYLVANIA · PI Mary E. Putt · 2022 to 2026
$14.2M
NCI NIH HHS P01 CA257904
6 · The paper itself

Abstract

Background and purpose: Bragg peak FLASH proton therapy (FLASH-PT) relies on fast dose delivery (≥ 40 Gy/s) to elicit a normal tissue sparing effect. FLASH-PT beam delivery modifications lead to inferior margin-based FLASH-PT treatment plan quality compared to intensity modulated proton therapy (IMPT). To achieve ultra-high dose rates to regions of interest, dose rate optimisation may need to be utilised as part of the treatment planning process. This study aims to determine the impact of dose rate optimisation and robust optimisation on FLASH-PT treatment plan quality and achievable dose rates. All FLASH-PT plans are also compared to IMPT plans to determine the clinical applicability of the technique. Materials and methods: FLASH-PT and IMPT treatment plans were generated for bone ( Results and conclusion: Dose rate optimised FLASH-PT plans were associated with significantly worse target dose coverage, whilst significantly improving dose rate coverages to organs at risk, compared to non-dose rate optimised plans. The use of dose rate optimisation should be used with caution as it may lead to degraded plan quality. Robust optimisation improved target coverage compared to margin-based plans, without compromising dose rate coverage. FLASH-PT plans struggle to achieve IMPT-equivalent D

Indexed as

dose rate optimisationdose ratesFLASH proton therapyFLASH-PTrobust optimisationtreatment plan quality

Identifiers

PMID41487594
PMCPMC12757242

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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.