TNF and Hyperglycemia: The observed stress hyperglycemia in Cluster 1 suggests enhanced gluconeogenesis and glycogenolysis, potentially driven by insulin resistance [23, 24] and counter-regulatory hormones such as catecholamines, cortisol, and pro-inflammatory cytokines (e.g., IL-6, TNF-α) [25].