Evidence map›Paper›PMID 42168377›Full record

ArticleScientific reports2026

Apparent diffusion coefficient and intravoxel incoherent motion-derived true diffusion serve as early non-contrast longitudinal biomarkers of neoadjuvant chemotherapy response.

M F A Kamis, K Rahmat, M T Ramli Hamid, F Fadzli, F I Rozalli, K W Ng, N A Mohd Taib, J H D Wong

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. 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

8 authors.

M F A KamisDepartment of Biomedical Imaging, Faculty of Medicine, University Malaya Research Imaging Centre, University Malaya, Lembah Pantai, Kuala Lumpur, 50603, Malaysia.
K RahmatDepartment of Biomedical Imaging, Faculty of Medicine, University Malaya Research Imaging Centre, University Malaya, Lembah Pantai, Kuala Lumpur, 50603, Malaysia. kartini@ummc.edu.my.ORCID http://orcid.org/0000-0001-8513-9076
M T Ramli HamidDepartment of Radiology, Faculty of Medicine, University Teknologi MARA, Sg Buloh, Selangor, Malaysia. marlina352@uitm.edu.my.ORCID http://orcid.org/0000-0002-1355-0621
F FadzliDepartment of Biomedical Imaging, Faculty of Medicine, University Malaya Research Imaging Centre, University Malaya, Lembah Pantai, Kuala Lumpur, 50603, Malaysia.
F I RozalliDepartment of Biomedical Imaging, Faculty of Medicine, University Malaya Research Imaging Centre, University Malaya, Lembah Pantai, Kuala Lumpur, 50603, Malaysia.
K W NgDepartment of Biomedical Imaging, Faculty of Medicine, University Malaya Research Imaging Centre, University Malaya, Lembah Pantai, Kuala Lumpur, 50603, Malaysia.
N A Mohd TaibDepartment of Surgery, Faculty of Medicine, University Malaya, Lembah Pantai, Kuala Lumpur, Malaysia.
J H D WongDepartment of Biomedical Imaging, Faculty of Medicine, University Malaya Research Imaging Centre, University Malaya, Lembah Pantai, Kuala Lumpur, 50603, Malaysia.

Funding

Malaysian Ministry of Higher Education under the Fundamental Research Grant Scheme (FRGS) FRGS/1/2019/SKK03/UM/01/1University of Malaya Grant code: RP008D-13HTM
6 · The paper itself

Abstract

Locally advanced breast cancer (LABC) frequently requires neoadjuvant chemotherapy (NAC), and early, non-contrast imaging biomarkers are of increasing clinical interest for monitoring treatment response. Diffusion-weighted imaging (DWI) and intravoxel incoherent motion (IVIM) MRI provide quantitative measures of tumour microstructure without gadolinium administration. To evaluate whether the apparent diffusion coefficient (ADC) and true diffusion (Dt) derived from IVIM can serve as early non-contrast imaging biomarkers of NAC response in patients with LABC. Fourteen women with biopsy-proven LABC underwent MRI at baseline (T0), after the first NAC cycle (T1), and after the third cycle (T2). ADC was calculated from b = 0 and 1000 s/mm², while Dt, Dp, and f were obtained using a full bi-exponential IVIM model incorporating all b-values (0-1000 s/mm²). Only four patients completed all three MRI timepoints. Tumour diameter and diffusion parameters were compared across time. At baseline, ADC and Dt were significantly lower in malignant lesions compared with contralateral fibroglandular tissue (p < 0.01). Following NAC, mean tumour ADC increased by 27.2% at T1 and 39.5% at T2, accompanied by progressive tumour size reduction (50.9% at T2). Dt demonstrated a similar upward trend. Perfusion-related IVIM parameters (Dp and f) showed no consistent differences. ROC analysis demonstrated high discriminatory performance of ADC for differentiating invasive ductal carcinoma from normal tissue (AUC = 1.00), although this finding must be interpreted cautiously given the small sample size. ADC and Dt showed early increases following NAC that paralleled reductions in tumour size, supporting their potential as practical, contrast-free imaging biomarkers of treatment-related microstructural changes. However, the limited number of complete longitudinal datasets (n = 4) and the pilot nature of the study require cautious interpretation. Larger prospective studies are needed to validate these findings.

Indexed as

Breast NeoplasmsDiffusion Magnetic Resonance ImagingNeoadjuvant TherapyAdultBiomarkers, TumorFemaleHumansMiddle AgedTreatment OutcomeBiomarkers, TumorADCBreast cancerDiffusion-weighted imagingIntravoxel incoherent motionNeoadjuvant chemotherapyNon-contrast MRITrue diffusionTumour response

Identifiers

PMID42168377
PMCPMC13462786

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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.