ACE2 and vitamin D deficiency: Finally, the causal relationships between the indicators were not explored, and it remains unclear whether vitamin D deficiency leads to reduced levels of 25-hydroxylase and ACE2 Ang(1-7), or whether low levels of 25-hydroxylase contribute to vitamin D deficiency, which requires further investigation.