Assessing the Validity of Diffusion Weighted Imaging Models: A Study in Patients with Post-Surgical Lower-Grade Glioma
<b>Background:</b> Diffusion weighted imaging (DWI) is used for monitoring purposes for lower-grade glioma (LGG). While the apparent diffusion coefficient (ADC) is clinically used, various DWI models have been developed to better understand the micro-environment. However, the validity of these models and how they relate to each other is currently unknown. Therefore, this study assesses the validity and agreement of these models. <b>Methods:</b> Fourteen post-treatment LGG patients and six healthy controls (HC) underwent DWI MRI on a 3T MRI scanner. DWI processing included diffusion tensor imaging (DTI), diffusion kurtosis imaging (DKI), white matter tract integrity (WMTI), neurite orientation dispersion and density imaging (NODDI), and fixel-based analysis (FBA). Validity was assessed by delineating surgical cavity, peri-surgical cavity, and normal-appearing white matter (NAWM) in LGG patients, and white matter (WM) in HC. Spearman correlation assessed the agreement between DWI parameters. <b>Results:</b> All obtained parameters differed significantly across tissue types. Remarkably, WMTI showed that intra-axonal diffusivity was high in the surgical cavity and low in NAWM and WM. Most DWI parameters correlated well with each other, except for WMTI-derived intra-axonal diffusivity. <b>Conclusion:</b> This study shows that all parameters relevant for tumour monitoring and DWI-derived parameters for axonal fibre-bundle integrity (except WMTI-IAS-D<sub>a</sub>) could be used interchangeably, enhancing inter-DWI model interpretability.
Authors
- J Kłos (ORCID: https://orcid.org/0000-0002-1694-4925)
- Rients B. Huitema (ORCID: https://orcid.org/0000-0003-1105-4621)
- Sandra E. Rakers (ORCID: https://orcid.org/0000-0003-1965-9668)
- Remco J. Renken (ORCID: https://orcid.org/0000-0002-7777-9484)
- Miranda C.A. Kramer (ORCID: https://orcid.org/0009-0003-5040-998X)
- Rudi Dierckx
- Anne M. Buunk (ORCID: https://orcid.org/0000-0001-7346-5691)
- Charlotte L. Brouwer (ORCID: https://orcid.org/0000-0002-2349-7369)
- Roelien H. Enting (ORCID: https://orcid.org/0000-0002-9369-3015)
- Hiska L. van der Weide (ORCID: https://orcid.org/0000-0001-6734-2345)
- Ingeborg Bosma
- Ronald Borra (ORCID: https://orcid.org/0000-0001-8072-1243)
- Anouk van der Hoorn (ORCID: https://orcid.org/0000-0003-4649-327X)
- Jacoba Margje Spikman (ORCID: https://orcid.org/0000-0002-6477-0763)
- Chris W.J. van der Weijden (ORCID: https://orcid.org/0000-0002-6825-8679)
- Peter F. Sinnige (ORCID: https://orcid.org/0000-0002-4132-9174)
- Lesley E. Manusiwa (ORCID: https://orcid.org/0009-0008-3078-9184)
Institutions
- University Medical Center Groningen (NL)
- University of Groningen (NL)
Publication Details
- Journal
- Journal of Clinical Medicine
- Published
- 2025-01-16
- DOI
- https://doi.org/10.3390/jcm14020551
- Citations
- 1
- Primary Topic
- Advanced Neuroimaging Techniques and Applications
- Type
- article
- Field-Weighted Citation Impact
- 1.36