16 March 2021 : Original article
Use of Imputation and Decision Modeling to Improve Diagnosis and Management of Patients at Risk for New-Onset Diabetes After Transplantation
Vidit N. Munshi1ACDEF*, Soroush Saghafian2AEG, Curtiss B. Cook3BE, Sumhith Veda Aradhyula2C, Harini A. Chakkera4BEDOI: 10.12659/AOT.928624
Ann Transplant 2021; 26:e928624
Table 5 Logistic regression odds ratios for association between pre-transplant and inpatient patient characteristics and probability of missing variables.
| Kidney | Liver | Heart | ||||
|---|---|---|---|---|---|---|
| 1-month HbA1c | 1-month FBG | 1-month HbA1c | 1-month FBG | 1-month HbA1c | 1-month FBG | |
| Age, per 5 years | .91 (.76, 1.08) | N/A | .94 (.73, 1.21) | 1.17 (.78, 1.75) | 1.06 (.84, 1.33) | N/A |
| BMI | 1.04 (.95, 1.14) | N/A | 1.02 (.95, 1.10) | .96 (.86, 1.07) | 1.00 (.88, 1.12) | N/A |
| Race (White) | .80 (.30, 2.16) | N/A | .44 (.10, 2.03) | 1.3 (.15, 11.4) | * | N/A |
| Male (vs Female) | .83 (.33, 2.10) | N/A | .56 (.22, 1.38) | .36 (.11, 1.25) | .92 (.27, 3.10) | N/A |
| Pre-transplant HbA1c | 1.58 (.28, 8.90) | N/A | .69 (.31, 1.53) | .47 (.13, 1.70) | N/A | N/A |
| Pre-transplant FBG | 1.01 (.98, 1.05) | N/A | N/A | N/A | 1.03 (.98, 1.08) | N/A |
| Mean inpatient glucose | .95 (.76, 1.20) | N/A | 1.02 (.83, 1.27) | .97 (.68, 1.38) | .74 (.42, 1.31) | N/A |
| Transplant year (compared to year after) | * | N/A | * | .92 (.64, 1.33) | 1.10 (.78, 1.57) | N/A |
| 95% confidence intervals given in parentheses; 1-month FBG values collected cully in Kidney and Heart cohorts; Pre-transplant FBG and HbA1c unavailable liver cohort. * Denotes significant values (all p | ||||||