The study utilized the 10x Genomics Visium Spatial Gene Expression platform to analyze cryosectioned liver tissues from high-fat diet (HFD)-fed mice. Graph-based clustering and established zonation markers (e.g., Gstm3 for pericentral, Cdh1 for periportal regions) enabled precise identification of distinct hepatic zones: pericentral, mid-zone, and periportal. This spatial approach was integrated with functional validation to correlate gene expression patterns with metabolic and behavioral phenotypes.