Evidence map›Paper›PMID 41584861›Full record

ArticleInternational journal of particle therapy2026

Trends and Challenges: A 15-Year Review of Imaging and Radiation Oncology Core Anthropomorphic Phantom Audits for Proton Therapy.

Lian Duan, Hunter S Mehrens, Stephen F Kry, Jessica R L Lowenstein, Nadia Hernandez, Lucas B Acuna Scafati, Paige A Taylor

Abstract read
In one paragraph

Article in International journal of particle therapy, 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

7 authors.

Lian DuanDepartment of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
Hunter S MehrensDepartment of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
Stephen F KryDepartment of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
Jessica R L LowensteinDepartment of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
Nadia HernandezDepartment of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
Lucas B Acuna ScafatiDepartment of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
Paige A TaylorDepartment of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose: This study aims to analyze the trends in institutional performance on Imaging and Radiation Oncology Core (IROC) proton phantoms and to investigate the impact of treatment parameters on proton therapy delivery accuracy. Materials and Methods: We analyzed 402 IROC anthropomorphic phantom audits performed by 57 institutions worldwide between 2009 and 2024, including brain, head and neck (H&N), spine, prostate, lung, and liver phantoms. Dosimetric assessments included thermoluminescent dosimeters (TLDs) for dose comparison and gamma analysis of radiochromic film. The lung and liver phantoms were irradiated with simulated motion. Univariate analysis was performed to evaluate the relationships between treatment parameters and phantom outcomes (pass/fail, TLD-to-treatment planning systems (TPS) ratio, and gamma passing rate). Linear regression was used to analyze the long-term trends in the institutional delivery accuracy across the 6 phantoms. Results: The inter-institutional dose variation in the target was approximately 3% across all phantoms. Of the participating institutions, 66.7% failed at least one IROC proton phantom. Pass rates were 97% for brain, 91% for H&N, 89% for spine, 76% for prostate, 63% for lung, and 57% for liver phantoms. Phantoms incorporating motion exhibited the poorest performance, particularly in gamma analysis, with 33 ( Conclusion: Overall institutional phantom performance has not significantly improved over time. In particular, the proton lung and liver phantoms continuously demonstrate suboptimal results, likely due to complex geometries and motion management challenges. These findings underscore the need for careful selection of treatment parameters and optimization of motion management strategies. The IROC phantom program remains crucial for characterizing proton therapy systems and identifying clinically significant errors.

Indexed as

Anthropomorphic phantomAuditDosimetryProton therapyQuality assurance

Identifiers

PMID41584861
PMCPMC12825056

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.