ADIPOQ and Sepsis: Clinical findings, however, present a complex picture, with inconsistent correlations between adiponectin levels and sepsis outcomes reported, suggesting its potential as a dynamic biomarker influenced by disease stage, patient heterogeneity, and isoforms, rather than a simple prognostic factor.