Evidence map›Paper›PMID 38448888›Full record

ArticleRadiation oncology (London, England)2024

Repeatability quantification of brain diffusion-weighted imaging for future clinical implementation at a low-field MR-linac.

Moritz Rabe, Olaf Dietrich, Robert Forbrig, Maximilian Niyazi, Claus Belka, Stefanie Corradini, Guillaume Landry, Christopher Kurz

Open access · goldAbstract read
In one paragraph

Article in Radiation oncology (London, England), 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
1.2field-weighted citation impact, top 23% of its field
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

5 citing papers in PubMed, 3 citations in OpenAlex.

  1. Article
  2. Review
  3. Article
  4. Multi-center diffusion-weighted MRI validation for 0.35T MR-Linac.Physica medica : PM : an international journal devoted to the applications of physics to medicine and biology : official journal of the Italian Association of Biomedical Physics (AIFB) · 2026
    Article
  5. Review
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

8 authors at 4 institutions in 1 country.

Moritz RabeDepartment of Radiation Oncology, LMU University Hospital, LMU Munich, Munich, Germany. moritz.rabe@med.uni-muenchen.de.
Olaf DietrichDepartment of Radiology, LMU University Hospital, LMU Munich, Munich, Germany.
Robert ForbrigInstitute of Neuroradiology, LMU University Hospital, LMU Munich, Munich, Germany.
Maximilian NiyaziDepartment of Radiation Oncology, LMU University Hospital, LMU Munich, Munich, Germany.
Claus BelkaDepartment of Radiation Oncology, LMU University Hospital, LMU Munich, Munich, Germany.
Stefanie CorradiniDepartment of Radiation Oncology, LMU University Hospital, LMU Munich, Munich, Germany.
Guillaume LandryDepartment of Radiation Oncology, LMU University Hospital, LMU Munich, Munich, Germany.
Christopher KurzDepartment of Radiation Oncology, LMU University Hospital, LMU Munich, Munich, Germany.
Ludwig-Maximilians-Universität München · DELMU Klinikum · DEGerman Center for Infection Research · DEUniversity of Tübingen · DE

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundLongitudinal assessments of apparent diffusion coefficients (ADCs) derived from diffusion-weighted imaging (DWI) during intracranial radiotherapy at magnetic resonance imaging-guided linear accelerators (MR-linacs) could enable early response assessment by tracking tumor diffusivity changes. However, DWI pulse sequences are currently unavailable in clinical practice at low-field MR-linacs. Quantifying the in vivo repeatability of ADC measurements is a crucial step towards clinical implementation of DWI sequences but has not yet been reported on for low-field MR-linacs. This study assessed ADC measurement repeatability in a phantom and in vivo at a 0.35 T MR-linac.

methodsEleven volunteers and a diffusion phantom were imaged on a 0.35 T MR-linac. Two echo-planar imaging DWI sequence variants, emphasizing high spatial resolution ("highRes") and signal-to-noise ratio ("highSNR"), were investigated. A test-retest study with an intermediate outside-scanner-break was performed to assess repeatability in the phantom and volunteers' brains. Mean ADCs within phantom vials, cerebrospinal fluid (CSF), and four brain tissue regions were compared to literature values. Absolute relative differences of mean ADCs in pre- and post-break scans were calculated for the diffusion phantom, and repeatability coefficients (RC) and relative RC (relRC) with 95% confidence intervals were determined for each region-of-interest (ROI) in volunteers.

resultsBoth DWI sequence variants demonstrated high repeatability, with absolute relative deviations below 1% for water, dimethyl sulfoxide, and polyethylene glycol in the diffusion phantom. RelRCs were 7% [5%, 12%] (CSF; highRes), 12% [9%, 22%] (CSF; highSNR), 9% [8%, 12%] (brain tissue ROIs; highRes), and 6% [5%, 7%] (brain tissue ROIs; highSNR), respectively. ADCs measured with the highSNR variant were consistent with literature values for volunteers, while smaller mean values were measured for the diffusion phantom. Conversely, the highRes variant underestimated ADCs compared to literature values, indicating systematic deviations.

conclusionsHigh repeatability of ADC measurements in a diffusion phantom and volunteers' brains were measured at a low-field MR-linac. The highSNR variant outperformed the highRes variant in accuracy and repeatability, at the expense of an approximately doubled voxel volume. The observed high in vivo repeatability confirms the potential utility of DWI at low-field MR-linacs for early treatment response assessment.

Indexed as

BrainDiffusion Magnetic Resonance ImagingDiffusionDimethyl SulfoxideHumansPhantoms, ImagingDimethyl SulfoxideApparent diffusion coefficientDiffusion-weighted imagingFunctional imagingIntracranial radiotherapyLow-field MRIMR-guided radiotherapyMR-linacRepeatability

Identifiers

PMID38448888
PMCPMC10916154
OpenAlexW4392516323

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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.