PTH and Hypertension: For the total hip, the most influential predictors of bone loss were baseline 25-OH vitamin D (mean |SHAP| = 0.79), comorbidities (0.67), hypertension (0.64), and NSAID use (0.58), followed by baseline PTH (0.45).