Towards MR-based interrogation of the hypoxia-driven insulin resistance mechanism: Adipocytes size estimation
Year: 2025
Type: preprint
Abstract: Obesity is a major risk factor for type 2 diabetes, yet not all individuals with obesity develop metabolic disease, underscoring the need for mechanistic biomarkers. Adipocyte hypertrophy is a hypothesized driver of insulin resistance, but current methods for quantifying adipocyte size are invasive. Here, we propose and validate a non-invasive MRI approach based on “short diffusion time” diffusion-weighted MR spectroscopy to estimate adipocyte size in vivo. Monte Carlo simulations confirmed the method’s accuracy across a physiologic range of adipocyte sizes (20 - 150 μm) and signal-to-noise ratios (SNR > 40). We applied this technique to the epididymal white adipose tissue (eWAT) of rats using in vivo 4.7T and ex vivo 11.7T MRI. Adipocyte sizes derived from diffusion MRI showed good agreement with histology, with minor systematic underestimation corrected by empirical factors. This approach does not require complex modeling or high diffusion weighting, increasing its translatability to the laboratory and clinical settings. Diffusion MRI may serve as a non-invasive “virtual biopsy” to monitor adipocyte morphology and improve understanding of obesity-related metabolic dysfunction.
Authors: Darya Morozov, Isaac Prentiss, Nelson Yamada, Sasha Hakhu, Alexander L. Sukstanskii, Scott C. Beeman
Language: English
Subfield: Radiology, Nuclear Medicine and Imaging
Field: Medicine
Domain: Health Sciences
Open Access status: green
OpenAlex ID: W4410940033