The AUC in the whole blood TNF-a pre-US was 0.86 (Mann-Whitney U-test, p=0.003), which indicates that the whole blood LPS assay pre-US itself without any ultrasound intervention has high sensitivity and specificity for the diagnosis of infection (Figure 4A). This evidence concerns the gene TNF and infection.