Table 3:
Final multivariable conditional logistic regression models for ischemic optic neuropathy in spinal fusion patients in the Clinformatics® Data Mart database using the matched control sample and considering all available information
| All available data | Pre-admission data only | |||||
|---|---|---|---|---|---|---|
| Model 1 Peri-operative stroke included | Model 2 Peri-operative stroke excluded | Model 3 No peri-operative data | ||||
| Variable | β coefficient | odds ratio (adjusted) | β coefficient | odds ratio (adjusted) | β coefficient | odds ratio (adjusted) |
| Age 57–65 years | 0.63 | 1.88 | 0.69 | 1.99 | 0.72 | 2.05 |
| Male | 0.46 | 1.58 | 0.53 | 1.70 | 0.68 | 1.97 |
| Diabetes with complications | 0.62 0.90 |
0.77 0.99 |
0.55 0.73 |
1.73 2.08 |
||
| Diabetes without complications | 1.86 2.46 |
2.16 2.69 |
||||
| Anemia | 0.31 | 1.36 | 0.48 | 1.62 | NS | |
| Hypertension | 0.32 | 1.38 | 0.24 | 1.27 | 0.4 | 1.49 |
| Hyperlipidemia | 0.06 | 1.06 | 0.1 | 1.11 | ||
| Heart failure | 0.15 | 1.16 | 0.17 | 1.19 | 0.39 | 1.48 |
| Carotid artery stenosis | 0.04 | 1.04 | 0.37 | 1.45 | 0.37 | 1.45 |
| Obstructive sleep apnea | NS | NS | 0.19 | 1.21 | ||
| Peri-operative hemorrhage | 0.29 | 1.34 | 0.36 | 1.43 | NI | |
| Peri-operative organ damage* | 1.62 | 5.05 | 1.91 | 6.75 | NI | |
| AUC matched sample | 0.75 (0.68, 0.82) | 0.74 (0.67–0.81) | 0.72 (0.65–0.80) | |||
| AUC full sample | 0.72 (0.66, 0.78) | 0.71(0.65–0.77) | 0.69 (0.62–0.75) | |||
β coefficients from the final model with > 0 indicate increased risk for ION and odds ratio >1 when comparing to reference group (e.g., with vs. without disease). Adjusted odds ratio for each variable indicates odds for ION vs. without ION in spinal fusion for subjects with that variable vs without that variable, who are the same status for all other variables in the model.
NS did not reach significance threshold in unadjusted analysis and was therefore not considered for inclusion in the final model
NI not included in unadjusted analysis because variables were defined on a time frame distinct from that considered by the model.