PTH and osteoporosis: Our study could not show a causal relationship between PM10 and osteoporosis because we were not able to access individuals’ serum vitamin D or parathyroid hormone levels in the claims data; however, based on the results from previous studies, we hypothesize underlying mechanisms [15–18].