Table 2.
Discrimination (Area under the ROC curve: AUC) and reclassification for fracture in three MrOS cohort from base model of FRAX (10 year probability of fracture, calculated with knowing BMD)
| Sweden (N = 2516) | US (N = 1469)* | Hong Kong (N = 1476) | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
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| Reclassification | Reclassification | Reclassification | ||||||||||
| AUC | Category-free (4-decimal) NRI (95% CI) | AUC | Category-free (4-decimal) NRI (95% CI) | AUC | Category-free (4-decimal) NRI (95% CI) | |||||||
| Combined | Event | Non-event | Combined | Event | Non-event | Combined | Event | Non-event | ||||
| Hip Fracture | N=173 | N=47 | N=45 | |||||||||
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| Base model | 0.72 | 0.78 | 0.74 | |||||||||
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| Bio T | 0.71 | 0.05 (−0.10,0.21) | 0.08 | −0.02 | 0.79 | −0.07 (−0.36,0.22) | −0.05 | −0.02 | 0.72 | 0.33 (0.04,0.62) | 0.20 | 0.13 |
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| ||||||||||||
| Low BioT (<163.5 ng/dl) | 0.72 | 0.03 (−0.12,0.18) | −0.66 | 0.69 | 0.75 | 0.18 (−0.09,0.45) | −0.44 | 0.62 | 0.75 | 0.10 (−0.08,0.29) | −0.78 | 0.88 |
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| Bio E2 | 0.71 | 0.11 (−0.04,0.26) | 0.11 | 0.00 | 0.78 | −0.03 (−0.34,0.27) | −0.02 | −0.01 | 0.73 | 0.34 (0.05,0.62) | 0.27 | 0.07 |
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| ||||||||||||
| Low BioE2 (<11.4 pg/ml) | 0.70 | 0.26 (0.10,0.41) | −0.10 | 0.36 | 0.75 | 0.19 (−0.11,0.49) | −0.07 | 0.26 | 0.73 | 0.20 (−0.07,0.47) | −0.42 | 0.62 |
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| Total T | 0.72 | −0.07 (−0.22,0.08) | 0.02 | −0.09 | 0.78 | −0.07 (−0.35,0.20) | −0.17 | 0.10 | 0.74 | 0.12 (−0.16,0.40) | 0.18 | −0.06 |
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| Low TotalT (≤300 ng/dl) | 0.72 | 0.02 (−0.14,0.17) | 0.68 | −0.66 | 0.76 | 0.09 (−0.13,0.31) | 0.66 | −0.57 | 0.75 | 0.07 (−0.11,0.26) | −0.78 | 0.85 |
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| ||||||||||||
| Total E2 | 0.71 | 0.08 (−0.07,0.24) | 0.14 | −0.06 | 0.78 | −0.05 (−0.32,0.23) | −0.13 | 0.08 | 0.73 | 0.08 (−0.21,0.37) | 0.13 | −0.06 |
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| ||||||||||||
| Low TotalE2 (≤16 pg/ml) | 0.71 | 0.12 (−0.03,0.28) | −0.40 | 0.52 | 0.77 | 0.12 (−0.15,0.40) | −0.32 | 0.44 | 0.74 | 0.28 (0.02,0.55) | −0.47 | 0.75 |
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| ||||||||||||
| SHBG | 0.71 | 0.12 (−0.04,0.27) | −0.14 | 0.26 | 0.75 | 0.02 (−0.27,0.30) | −0.19 | 0.21 | 0.73 | 0.03 (−0.26,0.32) | −0.20 | 0.23 |
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| ||||||||||||
| High SHBG (>59.1nM) | 0.70 | 0.14 (−0.01,0.29) | −0.42 | 0.56 | 0.75 | 0.14 (−0.13,0.41) | −0.36 | 0.50 | 0.73 | 0.30 (0.01,0.60) | −0.16 | 0.46 |
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| Major Osteoporotic Fracture | N=416 | N=106 | N=95 | |||||||||
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| Base model | 0.65 | 0.65 | 0.69 | |||||||||
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| Bio T | 0.66 | 0.09 (−0.02,0.19) | 0.12 | −0.03 | 0.65 | 0.14 (−0.06,0.34) | 0.13 | 0.01 | 0.69 | 0.23 (0.03,0.44) | 0.14 | 0.09 |
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| Low BioT (<163.5 ng/dl) | 0.66 | 0.09 (−0.02,0.19) | −0.62 | 0.71 | 0.65 | 0.19 (0.01,0.37) | −0.44 | 0.63 | 0.70 | 0.14 (−0.01,0.28) | −0.75 | 0.89 |
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| ||||||||||||
| Bio E2 | 0.66 | 0.10 (−0.01,0.20) | 0.10 | 0.00 | 0.65 | 0.10 (−0.10,0.31) | 0.10 | 0.00 | 0.69 | 0.20 (−0.01,0.41) | 0.16 | 0.04 |
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| ||||||||||||
| Low BioE2 (<11.4 pg/ml) | 0.65 | 0.21 (0.11,0.32) | −0.16 | 0.37 | 0.65 | 0.25 (0.05,0.45) | −0.02 | 0.27 | 0.68 | 0.20 (−0.01,0.41) | 0.16 | 0.04 |
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| ||||||||||||
| Total T | 0.65 | −0.01 (−0.12,0.09) | 0.07 | −0.09 | 0.65 | 0.04 (−0.16,0.23) | −0.11 | 0.15 | 0.68 | 0.21 (0.01,0.41) | 0.26 | −0.05 |
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| ||||||||||||
| Low TotalT (≤300 ng/dl) | 0.66 | 0.02 (−0.09,0.12) | −0.64 | 0.66 | 0.65 | 0.05 (−0.10,0.21) | 0.62 | −0.57 | 0.69 | 0.06 (−0.06,0.19) | −0.79 | 0.85 |
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| ||||||||||||
| Total E2 | 0.65 | 0.05 (−0.06,0.15) | 0.11 | −0.07 | 0.66 | 0.03 (−0.17,0.22) | −0.07 | 0.09 | 0.69 | 0.11 (−0.10,0.31) | 0.14 | −0.03 |
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| ||||||||||||
| Low TotalE2 (≤16 pg/ml) | 0.65 | 0.09 (−0.01,0.20) | −0.44 | 0.53 | 0.66 | 0.07 (−0.12,0.25) | −0.38 | 0.44 | 0.69 | 0.22 (0.05,0.39) | −0.54 | 0.76 |
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| SHBG | 0.66 | 0.17 (0.06,0.27) | −0.11 | 0.27 | 0.67 | 0.21 (0.01,0.41) | −0.06 | 0.26 | 0.69 | 0.01 (−0.19,0.21) | −0.17 | 0.18 |
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| High SHBG (>59.1nM) | 0.65 | 0.18 (0.07,0.28) | −0.40 | 0.58 | 0.66 | 0.25 (0.06,0.44) | −0.26 | 0.51 | 0.69 | 0.18 (−0.02,0.37) | −0.28 | 0.46 |
Bold AUC or combined NRI indicates significant improvement in prediction, p < 0.05(two-sided);
Base model only contains FRAX with BMD;
Missing measured albumin resulted in missing values for 86 bioavailable testosterone and estradiol values in US data. For bioavailable T and E2 measures: number of hip fracture = 43, AUC of base model = 0.79; number of major osteoporotic fractures = 100, AUC of base model = 0.65