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Article

Overestimation of the Apparent Diffusion Coefficient in Diffusion-Weighted Imaging Due to Residual Fat Signal and Out-of-Phase Conditions

by
Maher Dhanani
1,†,
Dominika Skwierawska
1,†,
Tristan Anselm Kuder
2,
Sabine Ohlmeyer
1,
Michael Uder
1,
Sebastian Bickelhaupt
1 and
Frederik Bernd Laun
1,*
1
Institute of Radiology, Uniklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, 91052 Erlangen, Germany
2
Department of Medical Physics in Radiology, German Cancer Research Center, 69120 Heidelberg, Germany
*
Author to whom correspondence should be addressed.
These authors contributed equally to this work.
Tomography 2026, 12(1), 11; https://doi.org/10.3390/tomography12010011
Submission received: 19 December 2025 / Revised: 8 January 2026 / Accepted: 14 January 2026 / Published: 16 January 2026

Simple Summary

Diffusion-weighted MRI helps doctors distinguish benign from malignant tissue by measuring how easily water moves within tissue. Cancer usually restricts water movement, leading to lower measured water mobility values. This study shows that leftover fat signal can sometimes falsely increase the measured water mobility. Using experiments in test objects and healthy volunteers, we provide evidence that this effect may make cancers appear harmless or harder to see. Recognizing this source of error may improve MRI accuracy and guide better imaging methods in clinical practice.

Abstract

Background/Objectives: Diffusion-weighted imaging (DWI) is a magnetic resonance technique used to map the apparent diffusion coefficient (ADC) of water in human tissue. ADC assessment plays a central role in clinical diagnostics, as malignant tissues typically exhibit reduced water mobility and, thus, lower ADC values. Accurately measuring the ADC requires effective fat suppression to prevent contamination from the residual fat signal, which is commonly believed to cause ADC underestimation. This study aimed to demonstrate that ADC overestimation may occur as well. Methods: Our theoretical analysis shows that out-of-phase conditions between fat and water signals lead to ADC overestimations. We performed demonstration experiments on fat–water phantoms and the breasts of 10 healthy female volunteers. In particular, we considered three out-of-phase conditions: First and second, short-time inversion recovery (STIR) fat suppression with incorrect inversion time and incorrect flip angle, respectively. Third, phase differences due to spectral fat saturation. The ADC values were assessed in regions of interest (ROIs) that included both water and residual fat signals. Results: In the phantoms and the volunteer data, ROIs containing both fat and water signals consistently exhibited lower ADC values under in-phase conditions and higher ADC values under out-of-phase conditions. Conclusions: We demonstrated that out-of-phase conditions can result in ADC overestimation in the presence of residual fat signals, potentially resulting in false-negative classifications where malignant lesions are misinterpreted as benign due to an elevated ADC. Out-of-phase fat and water signals might also reduce lesion conspicuity in high b-value images, potentially masking clinically relevant findings.
Keywords: diffusion MRI; fat suppression; overestimation diffusion MRI; fat suppression; overestimation

Share and Cite

MDPI and ACS Style

Dhanani, M.; Skwierawska, D.; Kuder, T.A.; Ohlmeyer, S.; Uder, M.; Bickelhaupt, S.; Laun, F.B. Overestimation of the Apparent Diffusion Coefficient in Diffusion-Weighted Imaging Due to Residual Fat Signal and Out-of-Phase Conditions. Tomography 2026, 12, 11. https://doi.org/10.3390/tomography12010011

AMA Style

Dhanani M, Skwierawska D, Kuder TA, Ohlmeyer S, Uder M, Bickelhaupt S, Laun FB. Overestimation of the Apparent Diffusion Coefficient in Diffusion-Weighted Imaging Due to Residual Fat Signal and Out-of-Phase Conditions. Tomography. 2026; 12(1):11. https://doi.org/10.3390/tomography12010011

Chicago/Turabian Style

Dhanani, Maher, Dominika Skwierawska, Tristan Anselm Kuder, Sabine Ohlmeyer, Michael Uder, Sebastian Bickelhaupt, and Frederik Bernd Laun. 2026. "Overestimation of the Apparent Diffusion Coefficient in Diffusion-Weighted Imaging Due to Residual Fat Signal and Out-of-Phase Conditions" Tomography 12, no. 1: 11. https://doi.org/10.3390/tomography12010011

APA Style

Dhanani, M., Skwierawska, D., Kuder, T. A., Ohlmeyer, S., Uder, M., Bickelhaupt, S., & Laun, F. B. (2026). Overestimation of the Apparent Diffusion Coefficient in Diffusion-Weighted Imaging Due to Residual Fat Signal and Out-of-Phase Conditions. Tomography, 12(1), 11. https://doi.org/10.3390/tomography12010011

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