So what now? If we know that low vit D levels correlate with flu, but vit D intake doesn't help, then we should assume that it's not vit D but something else in

So what now? If we know that low vit D levels correlate with flu, but vit D intake doesn't help, then we should assume that it's not vit D but something else instead?