Mechanistically, deeper exploration of the spatiotemporal dynamics of strain-specific metabolic interference and how reprogramming initiates the “inflammation-metaplasia-carcinoma” cascade is essential, including dissecting crosstalk between mitochondrial stress (Lonp1), epigenetics (GBA1 methylation), and transcriptional regulation of metabolic enzymes. This evidence concerns the gene LONP1 and carcinoma.