Table 2.
Cohort | Signature | Control | Cancer | AUC (95% CI) | Accuracy (%) (95% CI) | PPV (%) (95% CI) | Sensitivity (%) (95% CI) | Specificity (%) (95% CI) | NPV (%) (95% CI) | |
---|---|---|---|---|---|---|---|---|---|---|
All miRNA candidates | Training cohort (n=96) | cf-miRNA panel | 34 | 62 | 0.90 (0.84-0.96) | 80 (73-88) | 96 (90-100) | 73 (61-82) | 94 (85-100) | 65 (57-75) |
exo-miRNA panel | 34 | 62 | 0.97 (0.94-1.00) | 90 (83-96) | 96 (92-100) | 87 (77-95) | 94 (85-100) | 80 (70-91) | ||
combined signature | 34 | 62 | 0.98 (0.97-1.00) | 95 (90-99) | 98 (95-100) | 94 (87-98) | 97 (91-100) | 89 (80-97) | ||
| ||||||||||
Validation cohort (n=95) | cf-miRNA panel | 33 | 62 | 0.83 (0.75-0.91) | 77 (68-85) | 85 (77-93) | 79 (68-89) | 73 (58-88) | 65 (53-78) | |
exo-miRNA panel | 33 | 62 | 0.89 (0.82-0.95) | 84 (77-92) | 96 (91-100) | 79 (68-89) | 94 (85-100) | 71 (61-82) | ||
combined signature | 33 | 62 | 0.92 (0.87-0.97) | 87 (80-94) | 93 (87-98) | 87 (77-95) | 88 (76-97) | 79 (68-90) | ||
| ||||||||||
Reduced miRNA candidates | Training cohort (n=96) | cf-miRNA panel | 34 | 62 | 0.90 (0.85-0.96) | 84 (77-91) | 91 (84-98) | 84 (74-92) | 85 (73-97) | 74 (64-86) |
exo-miRNA panel | 34 | 62 | 0.96 (0.92-0.99) | 90 (83-96) | 95 (90-100) | 89 (81-95) | 91 (82-100) | 82 (71-92) | ||
combined signature | 34 | 62 | 0.98 (0.95-1.00) | 94 (89-98) | 98 (95-100) | 92 (85-98) | 97 (91-100) | 87 (78-97) | ||
| ||||||||||
Validation cohort (n=95) | cf-miRNA panel | 33 | 62 | 0.84 (0.76-0.92) | 80 (72-87) | 92 (85-98) | 76 (65-85) | 88 (76-97) | 66 (56-78) | |
exo-miRNA panel | 33 | 62 | 0.89 (0.82-0.96) | 85 (78-92) | 96 (91-100) | 81 (69-90) | 94 (85-100) | 72 (62-83) | ||
combined signature | 33 | 62 | 0.93 (0.88-0.98) | 83 (76-91) | 94 (88-100) | 79 (69-89) | 91 (79-100) | 70 (60-81) |
[miRNA: micro RNA; cf: cell-free miRNA; Exo: exosomal; AUC: area under the curve; PPV: positive predictive value; NPV: negative predictive value]