Standard errors for model estimates accounted for multiple imputation of INK 128 solubility dmso height loss [28]. While an increase in precision was observed using the imputed data (more narrow confidence intervals), no substantial differences in the estimates associated with modeled covariates were observed (i.e., the odds ratios, OR, for

each predictor were not different with or without imputed values). Prediction models for fracture risk were constructed utilizing data on a random sample consisting of two thirds of the original study cohort. Goodness-of-fit tests for predictive models were carried out using the Hosmer–Lemeshow goodness-of-fit statistic for binary regression [29]. Out-of-sample performance of the resulting predictive models was assessed using the remaining one third of the originally study cohort as a validation sample. Results Among the 974 subjects who consented to participate in the study, 51 were excluded from analysis because they had un-interpretable VFAs, and 31 because they had a single grade 1 fracture, leaving 892 (795 women) subjects for analysis. (Including patients with grade 1 fractures in the fracture group resulted in qualitatively similar conclusions but lower this website strength of association between vertebral fractures

and risk factors.) The clinical characteristics of the participants are shown in Table 1. Table 1 Clinical characteristics of women and men with and without vertebral fractures   Women (n = 795) Men (n = 97) Vertebral fractures Vertebral fractures Characteristic No Yes p valuea No Yes p valuea   (n = 649) (n = 146)   (n = 67)

(n = 30)   Age, years Phospholipase D1 61.2 (19–92) 70.5 (20–95) <0.0001 58.1 (20–90) 63.1 (34–87) 0.15 Race              African 210 (81%) 49 (19%) 0.21 16 (73%) 6 (27%) 0.42  Caucasian 398 (82%) 88 (18%)   48 (69%) 22 (31%)    Hispanic 12 (67%) 6 (33%)   1 (33%) 2 (67%)    Asian 29 (91%) 3 (9%)   2 (100%) 0 (0%)   BMD T-scoreb −2.2 (−6 to 2.1) −3.0 (−5.2 to 0) <0.0001 −2.1 (−3.9 to 0.9) −3.0 (−5.2 to −0.5) 0.0001 Lumbar spine −1.5 (−5.3 to 3.2) −2.1 (−5.2 to 2.4) <0.0001 −1.2 (−3.9 to 2.6) −2.5 (−5.2 to 2.1) 0.0002 Femoral neck −2.0 (−6.0 to 2.3) −2.7 (−4.9 to 0.3) <0.0001 −1.8 (−3.5 to 2.2) −2.5 (−4.2 to −0.3) 0.002 Total hip −1.4 (−5.3 to 3.1) −2.2 (4.6 to 0.7) <0.0001 −2.3 (−4.3 to −0.3) −2.3 (−4.3 to −0.3) 0.001 Heel −0.8 (−4 to 4.5) −1.5 (−4.1 to 1.7) <0.0001 −1.1 (−4.2 to 2.8) −1.9 (−4.8 to 2.1) 0.018 Height loss, inches 0.9 (0–7) 2.0 (0–7) <0.0001 1.3 (0–6) 1.9 (0–7) 0.04 Non-vertebral fractures 143 (22%) 63 (45%) <0.001 14 (22%) 4 (13%) 0.34 Self-reported vertebral fractures 5 (0.8%) 35 (24%) <0.001 0 (0.0%) 7 (23%) <0.001 Glucocorticoid use 99 (15%) 40 (27%) <0.