From: Genetic polymorphisms associated with the inflammatory response in bacterial meningitis
Best model (All susceptibility SNPs) | Testing balanced accuracy | Sign test (P-value) | Cross-validation accuracy |
---|---|---|---|
AADAT T/_ | 0.6305 | 9 (0.0107)* | 9/10 |
APEX1 Glu/_, AADAT T/_ | 0.6359 | 9 (0.0107)* | 9/10 |
IL8 T/_,APEX1 Glu/_, AADAT T/_ | 0.6586 | 10 (0.0010)* | 10/10 |
IL8 T/_,APEX1 Glu/_, OGG1 Cys/_, AADAT T/_ | 0.5743 | 6 (0.3770) | 6/10 |
IL8 T/_,APEX1 Glu/_, OGG1 Cys/_, PARP1 Ala/_,AADAT T/_ | 0.6302 | 9 (0.0107)* | 10/10 |
Best model (DNA repair enzymes) | Testing balanced accuracy | Sign test (P-value) | Cross-validation accuracy |
APEX1 Glu/_ | 0.6605 | 9 (0.0107)* | 10/10 |
APEX1 Glu/_, OGG1 Cys/_, | 0.5850 | 9 (0.0107)* | 8/10 |
APEX1 Glu/_, OGG1 Cys/_, PARP1 Ala/_, | 0.6510 | 8 (0.0547) | 10/10 |
Best model (protection SNPs) | Testing balanced accuracy | Sign test (P-value) | Cross-validation accuracy |
TNF-308 A/_ | 0.5939 | 9 (0.0107)* | 10/10 |
TNF-308 A/_, TNF-857 T_ | 0.5758 | 8 (0.0547) | 10/10 |
Best model (susceptibility alleles) | Testing balanced accuracy | Sign test (P-value) | Cross-validation accuracy |
TNF-308 GG, AADAT T/_ | 0.6267 | 8 (0.0547) | 7/10 |
TNF-308 GG, AADAT T/_, APEX1 Glu/_,IL8 T/_, | 0.6108 | 9 (0.0107)* | 7/10 |
TNF-308 GG, AADAT T/_, APEX1 Glu/_, IL8 T/_, OGG1 Cys/_ | 0.5528 | 7 (0.1719) | 5/10 |
TNF-308 GG, AADAT T/_, APEX1 Glu/_, IL8 T/_, OGG1 Cys/_, PARP1 Ala/_, | 0.5553 | 7 (0.1719) | 10/10 |