70 likes | 156 Views
SJIA. SJIA. F. Q. KD. FI. F. Q. KD. FI. Relative DIGE MEASUREMENTS. Relative ELISA MEASUREMENTS. A2M. APOA1. CRP. HP. S100A9. S100A8. SAA. SAP. A2M. APOA1. CRP. HP. S100A8 /S100A9. SAA. SAP. Supplementary Figure 3. B. A. Training set n = 24. Testing set n = 20.
E N D
SJIA SJIA F Q KD FI F Q KD FI Relative DIGE MEASUREMENTS Relative ELISA MEASUREMENTS A2M APOA1 CRP HP S100A9 S100A8 SAA SAP A2M APOA1 CRP HP S100A8 /S100A9 SAA SAP Supplementary Figure 3
B A Training set n = 24 Testing set n = 20 Training Testing SJIA • Biomarker panel • of 7 members • A2M • APO AI • CRP • HP • S100A8/S100A9 • SAA • SAP SJIA Clinical diagnosis Clinical diagnosis SJIA F SJIA Q SJIA F SJIA Q F Q F Q 12 12 10 10 n = n = LDA Testing Classified as F Classified as F 11 1 8 3 Predicted probabilities Classified as Q Classified as Q 1 11 2 7 91.6% 91.6% 80% 70% Percent Agreement with clinical diagnosis + - Percent Agreement with clinical diagnosis + - 91.6% 75% Overall P = 1.0 E -4 Overall P = 7 E -2 Patient samples P*= 9.6E -6 P*=4 E -3 Figure 4
C Training Set Testing Set Training + Testing Set Sensitivity Sensitivity Sensitivity ESR : AUC=0.92 S100A8/S100A9 : AUC=0.74 ESR : AUC=0.86 ESR : AUC=0.96 CRP : AUC=0.72 S100A8/S100A9 : AUC=0.78 S100A8/S100A9 : AUC=0.73 CRP : AUC=0.65 CRP : AUC=0.82 ESR-S100A8/A9-CRP: AUC=0.93 panel : AUC=0.82 panel : AUC=0.95 panel : AUC=0.94 1- Specificity 1- Specificity 1- Specificity Figure 4
A. B SJIA F FI SJIA F Clinical diagnosis FI Sensitivity 22 27 n = ESR : AUC=0.635 LDA Predicted probabilities S100A8/S100A9 : AUC=0.551 Classified as SJIA F 16 2 6 25 Classified as NOT SJIA F CRP : AUC=0.571 72.8% 92.6% panel : AUC=0.838 Percent Agreement with clinical diagnosis + - 83.7% Overall P = 2.7 E -6 1- Specificity Patient samples Figure 5
B A QF QQ SJIA Clinical diagnosis QF QQ 5 10 Sensitivity n = LDA Predicted probabilities Classified as QF 4 0 Classified as QQ 1 10 ESR : AUC=0.68 80% 100% S100A8/S100A9 : AUC=0.74 Percent Agreement with clinical diagnosis + - CRP : AUC=0.82 93.3% panel : AUC=0.90 Overall P = 3.7 E -3 Patient samples 1- Specificity Figure 6
SJIA F KD A B ATIII A2M HP APOIV GSN APO A1 SAA SAP AGP1 P value: 2.9 E -4 Figure 8