This overview synthesizes findings from multiple systematic reviews assessing the anti-inflammatory effects of vitamin D, vitamin C, melatonin, and zinc in the context of COVID-19. The analysis indicates that while these nutraceuticals possess immunomodulatory properties, the evidence supporting their efficacy in reducing inflammation and improving clinical outcomes in COVID-19 patients