" But further investigation was needed because observational studies couldn’t establish a causal link between blood vitamin D levels and COVID-19. The challenge in establishing a causal link arises because blood vitamin D levels are influenced by multiple factors including genetics, exposure to sunlight, diet and supplements, and are associated with other risk factors for COVID-19, the researchers said.
“We were trying to get at the part of the variation in vitamin D that’s genetic and leave aside the rest to see whether or not there’s an association with the risk of getting COVID-19,” Cassano said. “And when we do it that way, we find no association, and that’s telling.”"
This was covered in early access here: https://www.reddit.com/r/COVID19/comments/kzy3bb/no_evidence...