This study across two independent UK cohorts found limited ethnic differences in body-fat depot distribution linked to metabolic disease, suggesting that alternative mechanisms should be investigated. In the UK Biobank cohort, LiverMultiScan measured PDFF using a standardized workflow, scalable for large populations and enabling consistent, cross-site comparisons.