Introduction: As obesity continues to escalate to pandemic levels worldwide, innovative approaches for early diagnosis, risk stratification, and disease monitoring are urgently needed. Saliva presents a promising non-invasive method for biomarker-based screening in obesity. Objective: This study aimed …