As a formal mediation analysis confirmed that HbA1c is a significant mediator in the relationship between low prealbumin and osteoporosis, it was justified to exclude HbA1c from the model to avoid over-adjustment bias (Table 5; Figure 5). The gene discussed is TTR; the disease is osteoporosis.