Our findings redefine epigenetic regulation in LUAD, demonstrating that regional methylation patterns-not global promoter status-orchestrate oncogene activation. We propose a novel framework for spatially resolved methylomics, advocating 1) dual-target assays monitoring both promoter and gene body methylation to improve diagnostic precision, and 2) therapeutic exploitation of SHOX2's intronic methylome as a druggable epigenetic switch.