Upon reviewing the literature, we postulate that tumor necrosis factor (TNF) and its receptors, CD40L/CD40, along with the cell surface receptor sTREM-2, are implicated in COVID-19-induced CSVD. The gene discussed is TNF; the disease is COVID-19.