Evidence map›Paper›PMID 41457870›Full record

ArticleJournal of applied clinical medical physics2026

Phantom-based assessment of a modified 4D-MRI protocol for abdominal tumor motion tracking: Effects of sequence parameters and modality comparison.

Morgan Aire, David Solis, Reagan Dugan, Olivia Magneson, Krystal Kirby

Abstract readComparative Study
In one paragraph

Article in Journal of applied clinical medical physics, 2026. 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

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

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

5 authors.

Morgan AireDepartment of Physics and Astronomy, Louisiana State University, Baton Rouge, Louisiana, USA.ORCID https://orcid.org/0000-0002-7427-4894
David SolisDepartment of Physics and Astronomy, Louisiana State University, Baton Rouge, Louisiana, USA.ORCID https://orcid.org/0000-0002-9431-2720
Reagan DuganDepartment of Radiology, University of Chicago, Chicago, Illinois, USA.
Olivia MagnesonDepartment of Physics and Astronomy, Louisiana State University, Baton Rouge, Louisiana, USA.
Krystal KirbyDepartment of Physics and Astronomy, Louisiana State University, Baton Rouge, Louisiana, USA.

Funding

Dr. Charles M. Smith Medical Physics Research Endowment.
6 · The paper itself

Abstract

purposeTo investigate the effects of targeted modifications to a clinical 4D-MR pulse sequence on displacement accuracy for abdominal tumor motion tracking, and to compare its performance with established 4D-MR and 4D-CT protocols using a motion phantom driven by clinically representative respiratory waveforms.

methodsA commercially available MRI-compatible motion phantom was used to simulate abdominal tumor motion driven by both sinusoidal and patient-derived respiratory waveforms. Imaging was performed on a 1.5T MRI scanner using a 3D radial stack-of-stars sequence for 4D-MR imaging and a clinical CT scanner. Four acquisition parameters, slice thickness, acquisition orientation, number of radial views, and number of respiratory bins, were systematically varied. Displacement measurements were performed using line intensity profiles extracted from coronal slices and analyzed based on full-width-at-half-maximum calculations. Comparisons were made against both ground-truth programmed displacements and clinical 4D-CT measurements. Additional displacement measurement comparisons between a coronal 10-bin 4D-MR protocol and an axial 5-bin 4D-MR and 4D-CT scans were evaluated on both sinusoidal and patient-derived respiratory traces. Organ displacement measurements between the MR protocols were compared on compression-belt patients as a preliminary study of the in vivo comparison.

resultsThe modified 4D-MR protocol, incorporating ten respiratory bins and coronal acquisition, significantly improved displacement accuracy relative to the clinical axial MR protocol. For sinusoidal waveforms, displacement differences between coronal MR and CT were comparable (p > 0.05), being consistently within 0.5 mm of each other, while axial MR underestimated displacement by more than 1 mm across amplitudes and breathing periods (p < 0.001). Linear mixed-effects modeling of patient-derived respiratory waveforms showed that the coronal MR protocol outperformed the axial MR protocol by 1.70 mm for regular and 3.10 mm for irregular patterns (p < 0.001), with no significant differences observed between coronal MR and CT.

conclusionsA modified 4D-MRI protocol incorporating optimized acquisition parameters demonstrated displacement accuracy equivalent to 4D-CT in a 1D motion phantom, including under patient-derived respiratory conditions. These results support the clinical feasibility of 4D-MR as a radiation-free alternative for motion-resolved imaging in select cases, with further validation in multi-directional motion and in vivo settings recommended.

Indexed as

Abdominal NeoplasmsFour-Dimensional Computed TomographyImage Processing, Computer-AssistedMagnetic Resonance ImagingPhantoms, ImagingRadiotherapy Planning, Computer-AssistedHumansMovementRadiotherapy DosageRadiotherapy, Intensity-ModulatedRespiration4D‐CT4D‐MRIabdominal imagingliver cancerradial VIBEradiotherapy planningself‐navigating

Identifiers

PMID41457870
PMCPMC12745891

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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.