This study identified obesity as a key biological factor that exacerbated COVID-19, demonstrating a direct association between increased BMI, elevated Ang II, and heightened pro-inflammatory cytokines, alongside reduced IL-10. This evidence concerns the gene AGT and obesity disorder.