Table 7. Multinomial logistic regression of diabetic retinopathy grading prediction by different variables (mild as a reference).
Variable | Diabetic retinopathy, OR (95%CI) | |||||
Moderate | p-value | Severe | p-value | Proliferative | p-value | |
Age | 0.992 (0.961, 1.024) | 0.618 | 0.962 (0.925, 1) | 0.051 | 0.977 (0.948, 1.008) | 0.144 |
Sex | 0.632 (0.338, 1.182) | 0.151 | 0.947 (0.445, 2.013) | 0.887 | 0.815 (0.448, 1.482) | 0.502 |
Smoking status | 0.964 (0.828, 1.121) | 0.631 | 0.996 (0.834, 1189) | 0.962 | 0.930 (0.802, 1.080) | 0.343 |
BMI | 0.964 (0.828, 1.121) | 0.631 | 0.996 (0.834, 1.189) | 0.962 | 0.93 (0.802, 1.08) | 0.343 |
DM medications | 0.921 (0.709, 1.197) | 0.538 | 1.044 (0.775, 1.407) | 0.776 | 1.121 (0.887, 1.419) | 0.339 |
HbA1c | 1.216 (0.86, 1.72) | 0.268 | 1.18 (0.784, 1.775) | 0.428 | 1.047 (0.743, 1.474) | 0.793 |
Categories of hemoglobin level in males | 1.006 (0.658, 1.537) | 0.98 | 0.733 (0.382, 1.404) | 0.349 | 1.286 (0.892, 1.855) | 0.178 |
Hemoglobin level in males | 0.999 (0.774, 1.29) | 0.995 | 1.139 (0.842, 1.542) | 0.399 | 0.775 (0.611, 0.983) | 0.036* |
Categories of hemoglobin level in females | 1.028 (0.765, 1.382) | 0.855 | 0.98 (0.673, 1.426) | 0.916 | 1.036 (0.776, 1.384) | 0.81 |
Hemoglobin level in females | 1.018 (0.754, 1.373) | 0.909 | 1.124 (0.766, 1.651) | 0.55 | 0.987 (0.737, 1.322) | 0.932 |
Macular edema | 3.788 (1.968, 7.29) | <0.0001* | 5.035 (2.217, 11.435) | <0.0001* | 2.534 (1.369, 4.688) | <0.0001* |