Evidence map›Paper›PMID 41554834›Full record

ArticleScientific reports2026

Retrospective evaluation of high-dose-rate brachytherapy multicriteria planning using physical dose versus radiobiological criteria for prostate cancer.

Charles Iorio-Duval, Cédric Bélanger, Éric Vigneault, Luc Beaulieu

Abstract read
In one paragraph

Article in Scientific reports, 2026. 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.

Charles Iorio-Duval *Département de Physique, de génie physique et d'optique et Centre de recherche sur le cancer, Université Laval, Québec, Québec, Canada.
Cédric Bélanger *Département de Physique, de génie physique et d'optique et Centre de recherche sur le cancer, Université Laval, Québec, Québec, Canada.
Éric VigneaultAxe Oncologie, Centre de recherche CHU de Québec - Université Laval, CHU de Québec, Québec, Canada.
Luc BeaulieuDépartement de Physique, de génie physique et d'optique et Centre de recherche sur le cancer, Université Laval, Québec, Québec, Canada. Luc.Beaulieu@phy.ulaval.ca.

Funding

National Sciences and Engineering Research Council of Canada Alliance Grant ALLRP 557112-20National Sciences and Engineering Research Council of Canada Discovery Grants RGPIN-2019-05038
6 · The paper itself

Abstract

Radiobiological indices can provide insights into treatment efficacy beyond traditional physical dose metrics and potentially facilitate the comparison between various radiotherapy plans. This study investigates the integration of radiobiological indices with standard physical dose criteria to improve high-dose-rate (HDR) brachytherapy plan evaluation and selection process for the treatment of prostate cancers in a multicriteria optimization (MCO) framework. This is accomplished within the framework of a graphics processing unit-based multicriteria optimization algorithm, gMCO. 2000 Pareto-optimal plans for 200 patients were optimized for a 15 Gy HDR brachytherapy boost after external beam radiation therapy (44 Gy in 22 fractions). Tumour control probability (TCP), normal tissue complication probability (NTCP), and uncomplicated tumour control probability (UTCP) were calculated for each plan. Maximizing UTCP alone resulted in insufficient target coverage (target [Formula: see text]) according to clinical guidelines. Conversely, maximizing target coverage while meeting institutional criteria compromised UTCP significantly (reduction of about 0.09). Selecting plans that met all institutional criteria first, then maximizing UTCP, achieved a balanced compromise between tumour control and normal tissue safety. While combining UTCP and standard dose metrics based on dose-volume histogram (i.e., absorbed dose or physical dose constraints) with MCO can enhance brachytherapy plan optimization, exclusive reliance on standard TCP and NTCP models, using recommended parameters, yields clinically unacceptable plans.

Indexed as

BrachytherapyProstatic NeoplasmsRadiotherapy Planning, Computer-AssistedAlgorithmsHumansMaleRadiotherapy DosageRetrospective StudiesHigh-dose rate brachytherapyNTCPProstate CancerRadiobiologyTCPUTCP

Identifiers

PMID41554834
PMCPMC12820064

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.