Table 6. Association of High-Order Interactions with GSD Risk by MDR Analysis.
No. of interactingloci | Best Interaction Model | Testing Accuracy | #CVC | P for permutation Testing |
1 | ABCG8 145 G>C | 0.5156 | 7/10 | 0.0027 |
2 | ESR1 IVS1 351A>G ADRB3 -190T>C | 0.5784 | 10/10 | <0.001 |
3 | ESR1 IVS1-397C>T ESR1 IVS1 351A>G, ADRB3 -190T>C | 0.6050 | 8/10 | <0.001 |
4 | a ESR1 IVS1-397C>T, ESR1 IVS1 351A>G, ADRB3 -190T>CABCG8 145 G>C | 0.6212 | 10/10 | <0.001 |
CVC: Cross Validation Consistency.
The model with the maximum testing accuracy and maximum CVC cross was considered as the best model. The present study calculated, the best interaction model as the four-factor model including aESR1 IVS1-397C>T, ESR1 IVS1 351A>G, ADRB3-190T>C, ABCG8 145 G>C polymorphisms.