To summarize our conceptual framework, Figure 5 presents an integrative schematic model illustrating the pathogenic cascade from germline MLH1 deficiency to proteomic remodeling, leading to the dual hallmark of metabolic suppression and immune activation. Here, MLH1 is linked to hyperinsulinemic hypoglycemia, familial, 4.