Evidence map›Paper›PMID 40926750›Full record

ArticleMedical physics2025

Simultaneous optimization of multiple plans within one treatment course with dosimetric pathfinding for temporally feathered radiation therapy.

Julius Arnold, Chengchen Zhu, Gian Guyer, Silvan Mueller, Barbara Knäusl, Olgun Elicin, Marco Fm Stampanoni, Peter Manser, Michael K Fix, Jenny Bertholet

Abstract read
In one paragraph

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 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

10 authors.

Julius ArnoldDivision of Medical Radiation Physics and Department of Radiation Oncology, Inselspital, Bern University Hospital and University of Bern, Bern, Switzerland.
Chengchen ZhuDivision of Medical Radiation Physics and Department of Radiation Oncology, Inselspital, Bern University Hospital and University of Bern, Bern, Switzerland.
Gian GuyerDivision of Medical Radiation Physics and Department of Radiation Oncology, Inselspital, Bern University Hospital and University of Bern, Bern, Switzerland.
Silvan MuellerDivision of Medical Radiation Physics and Department of Radiation Oncology, Inselspital, Bern University Hospital and University of Bern, Bern, Switzerland.
Barbara KnäuslDepartment of Radiation Oncology & Christian Doppler Laboratory for Image and Knowledge Driven Precision Radiation Oncology, Medical University of Vienna, Vienna, Austria.
Olgun ElicinDivision of Medical Radiation Physics and Department of Radiation Oncology, Inselspital, Bern University Hospital and University of Bern, Bern, Switzerland.
Marco Fm StampanoniInstitute of Biomedical Engineering, ETH Zürich and PSI, Villigen, Switzerland.
Peter ManserDivision of Medical Radiation Physics and Department of Radiation Oncology, Inselspital, Bern University Hospital and University of Bern, Bern, Switzerland.
Michael K FixDivision of Medical Radiation Physics and Department of Radiation Oncology, Inselspital, Bern University Hospital and University of Bern, Bern, Switzerland.
Jenny BertholetDivision of Medical Radiation Physics and Department of Radiation Oncology, Inselspital, Bern University Hospital and University of Bern, Bern, Switzerland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundRadiotherapy workflows conventionally deliver one treatment plan multiple times throughout the treatment course. Non-coplanar techniques with beam angle optimization or dosimetrically optimized pathfinding (DOP) exploit additional degrees of freedom to improve spatial conformality of the dose distribution compared to widely used techniques like volumetric-modulated arc therapy (VMAT). The temporal dimension of dose delivery can be exploited using multiple plans (sub-plans) within one treatment course. For instance, temporally feathered radiation therapy (TFRT) uses iso-curative sub-plans to deliver an alternance of higher and lower doses compared to a single plan to selected organs-at-risk (OARs), facilitating the dynamic recovery process of healthy tissues. PURPOSE: This study presents a simultaneous optimization framework based on direct aperture optimization with or without DOP to optimize multiple coplanar or non-coplanar sub-plans within one treatment course and demonstrates its use for TFRT planning.

methodsThe goal of the framework was to minimize an objective function consisting of weighted upper or lower dose-volume, generalized equivalent uniform dose, and normal tissue objectives set on the dose distribution of each sub-plan or the combined total plan. Reference VMAT and dynamic collimator trajectory radiotherapy (colli-DTRT) single plans were created and used to derive the objectives for TFRT planning. The TFRT high-to-low dose modulation was integrated into the objective list and systematically investigated for a digital academic phantom using three variations ("soft", "medium", "hard"). Additionally, a "super-soft" variation used the same objectives for all five sub-plans (i.e., no high-to-low dose modulation). Furthermore, "medium" TFRT sub-plans with colli-DTRT were created for three more complex clinically motivated head and neck cases.

resultsFor the phantom, the sub-plans were iso-curative with target D

conclusionA framework for the simultaneous optimization of multiple coplanar or non-coplanar sub-plans within one treatment course was developed. Simultaneous optimization was investigated with a phantom and three clinically motivated cases for TFRT planning. OAR dose modulation in the sub-plans was achieved while increasing target homogeneity and reducing OAR doses in the dose distribution of the total plans compared to the reference plans.

Indexed as

Radiotherapy Planning, Computer-AssistedHumansOrgans at RiskRadiometryRadiotherapy DosageRadiotherapy, Intensity-ModulatedTime Factorsdynamic trajectory radiotherapysimultaneous optimizationtemporally feathered radiotherapy

Identifiers

PMID40926750
PMCPMC12421372

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.