PPP1CA and type 2 diabetes mellitus: Conclusively, this study identified PPP1CA and CTSD as asparagine-related biomarkers driving immune-metabolic crosstalk in T2DM, enhancing the understanding of the pathogenesis of asparagine metabolism in T2DM, which provided novel insights into T2DM mechanisms and potential intervention strategies.