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For instance, the presence of hyperglycemia and insulin resistance (IR) negatively impacts pancreatic cell function and worsens the clinical outcomes of AP by modulating immune responses, promoting the secretion of pro-inflammatory cytokines, and inducing apoptosis ( This review aims to explore the mechanisms behind metabolic alterations in AP, focusing on how metabolic dysregulation contributes to the diseases pathogenesis and evaluating existing metabolic intervention strategies