Our data set included 3411 loop diuretic users; 88.9% of these were users of furosemide, 7.8% bumetanide, 2.9% torsemide, and 0.4% ethacrynic acid. Compared with nonusers, loop diuretic users were older, more likely to have had a fracture on or before the age of 55 years, more likely to have a lower physical function construct, more likely to have CHF or chronic heart disease, and more likely to be in the observational study rather than the clinical trial arms of the WHI. Significant differences were found in the WHI enrollees between the loop diuretic users and nonusers with respect to ethnicity (P < .001), smoking status (P < .001), self-reported health (P < .001), number of chronic health conditions (P < .001), and alcohol use (P < .001). Among the clinical trial arms, loop diuretic users were less likely to be enrolled in the Dietary Modification Trial or the Calcium with Vitamin D Supplementation Trial (P ≤ .045) (Table 1). Loop diuretic users were shorter and heavier on average and had a higher BMI, a younger age at menopause, a higher unadjusted BMD of the lumbar spine and total hip, lower levels of physical activity, and lower intakes of vitamin D and calcium than did nonusers (P < .001 for all; Table 1). No significant differences were found in parental history of hip fractures (P = .46) or unadjusted whole-body BMD (P = .23) at baseline between loop diuretic users and nonusers (Table 1). Baseline characteristic patterns similar to those of the whole population were present in women with CHF who were loop diuretic users compared with women with CHF who were nonusers, except that no significant differences were found in personal history of fracture on or after the age of 55 years, baseline vitamin D intake, or trial enrollments (other than the hormone therapy trial). However, there were significant differences in the whole-body bone mineral density between women with CHF who were loop diuretic users compared with women with CHF who were nonusers of loop diuretics (Table 2). Compared with nonusers of loop diuretics, users were significantly more likely to use β-blockers, calcitonin, anticonvulsants, corticosteroids, heparin or warfarin sodium, angiotensin-converting enzyme inhibitors, and statins (P < .001 for all) and significantly less likely to use thiazides (P < .001). Use of hormone therapy also differed significantly between the loop diuretic users and nonusers (P < .001). No significant differences were found between the groups with respect to use of bisphosphonate (P = .38) or selective estrogen receptor modulators (P = .95) (Table 3). Among women with CHF, users of loop diuretics were significantly more likely to use β-blockers, corticosteroids, heparin or warfarin sodium, angiotensin-converting enzyme inhibitors, and statins (P ≤ .03) and significantly less likely to use thiazides (P < .001). No significant differences were found for loop diuretic use in women with CHF with respect to use of hormone replacement therapy (P = .15), bisphosphonates (P = .52), selective estrogen receptor modulators (P = .63, calcitonin (P = .65), or anticonvulsants (P = .23) (Table 4).