Table 3. Performance of 4 sequence based diversity measures for non-B HIV-1 subtypes by env segments using AUC au ROC analysis.
Env segment | Diversity measure | AUC | 95% CI | Optimal Cut-off | TPR (Recent) |
TNR (Chronic) |
N: recent/chronic) |
---|---|---|---|---|---|---|---|
GP120 C2_1 | Percent complexity | 0,805 | [0,693–0,918] | 0,0004 | 75% | 72% | 28/29 |
Percent diversity | 0,842 | [0,743–0,941] | 0,0231 | 100% | 52% | 28/29 | |
Shannon entropy index | 0,844 | [0,741–0,946] | 0,0895 | 96% | 66% | 28/29 | |
Nb_haplotypes | 0,826 | [0,720–0,931] | 8 | 96% | 55% | 28/29 | |
GP120 C3_2 | Percent complexity | 0,759 | [0,631–0,887] | 0,0004 | 93% | 55% | 28/29 |
Percent diversity | 0,821 | [0,705–0,938] | 0,0216 | 93% | 72% | 28/29 | |
Shannon entropy index | 0,795 | [0,669–0,921] | 0,0774 | 89% | 72% | 28/29 | |
Nb_haplotypes | 0,849 | [0,740–0,959] | 7 | 93% | 72% | 28/29 | |
GP120-C3 | Percent complexity | 0,718 | [0,623–0,812] | 0,0002 | 38% | 62% | 28/29 |
Percent diversity | 0,803 | [0,720–0,886] | 0,0222 | 88% | 72% | 28/29 | |
Shannon entropy index | 0,767 | [0,677–0,857] | 0,0776 | 86% | 64% | 28/29 | |
Nb_haplotypes | 0,812 | [0,728–0,896] | 7 | 95% | 62% | 28/29 | |
GP120 C4 | Percent complexity | 0,698 | |0,557–0,839] | 0,0003 | 89% | 55% | 28/29 |
Percent diversity | 0,819 | [0,702–0,936] | 0,0235 | 96% | 66% | 28/29 | |
Shannon entropy index | 0,752 | [0,622–0,883] | 0,1214 | 100% | 48% | 28/29 | |
Nb_haplotypes | 0,756 | [0,625–0,887] | 7 | 96% | 55% | 28/29 | |
GP120 V2 | Percent complexity | 0,762 | [0,621–0,903] | 0,0012 | 79% | 67% | 28/29 |
Percent diversity | 0,845 | [0,732–0,959] | 0,0174 | 92% | 67% | 28/29 | |
Shannon entropy index | 0,766 | [0,622–0,909] | 0,1338 | 92% | 62% | 28/29 | |
Nb_haplotypes | 0,761 | [0,615–0,907] | 8 | 92% | 57% | 28/29 |
TPR (true positive rate) = sensitivity: recent HIV-1+ specimens correctly classified. TNR (true negative rate) = specificity: chronic HIV-1+ specimens correctly classified. The optimal cutoff value indicates the highest accuracy (proportion of patients correctly classified) represented the highest TPR (recency) + TNR (chronic) or (Sensitivity+ Specificity).