PSMD1 and Obesity: The developed nomogram incorporates IgG anti-S1 levels, which indicate humoral immune response to SARS-CoV-2; obesity status (0 or 1, with 1 denoting obesity); ferritin, where high levels may suggest systemic inflammation or acute infection; and the NLR, an indicator of immune response dynamics.