TABLE 2.
Subjects | No. of samples |
% (95% CI)a
|
PLR (95% CI) | NLR (95% CI) | Agreement | ||||
---|---|---|---|---|---|---|---|---|---|
Clinically positive | Clinically negative | Sensitivity | Specificity | PPV | NPV | ||||
Cohort Ib | (n = 35) | (n = 294) | Kappa, 0.89 (0.79–1.00); positive predictive agreement, 100%; negative predictive agreement, 98.01% | ||||||
RT-LAMP | 88.57 (74.05–95.46) | 98.98 (97.04–99.65) | 91.18 (77.04–96.95) | 98.64 (96.57–99.47) | 86.80 (44.8–168.2) | 0.12 (0.07–0.19) | |||
Positive | 31 | 3 | |||||||
Negative | 4 | 291 | |||||||
RT-qPCR | 80.00 (64.11–89.96) | 100.00 (98.71–100.00) | 100.00 (87.94–100.00) | 97.67 (95.28–98.87) | 0.20 (0.15–0.26) | ||||
Positive | 28 | 0 | |||||||
Negative | 7 | 294 | |||||||
Cohort IIc | (n = 46) | (n = 106) | Kappa, 0.93 (0.77–1.00); positive predictive agreement, 100%; negative predictive agreement, 96.49% | ||||||
RT-LAMP | 89.13 (76.96–95.27) | 99.06 (94.85–99.83) | 97.62 (87.68–99.58) | 95.45 (89.8–98.04) | 94.48 (13.23–674.7) | 0.11 (0.07–0.16) | |||
Positive | 41 | 1 | |||||||
Negative | 5 | 105 | |||||||
RT-qPCR | 82.61 (69.28–90.91) | 100.00 (96.50–100.00) | 100.00 (90.82–100.00) | 92.98 (86.76–96.40) | 0.17 (0.14–0.22) | ||||
Positive | 38 | 0 | |||||||
Negative | 8 | 106 |
PPV, positive predictive value; NPV, negative predictive value; PLR, positive likelihood ratio; NLR, negative likelihood ratio.
In Cohort I, 35 of 37 nasopharyngeal swabs from 24 COVID-19 patients were confirmed to be SARS-CoV-2 positive according to the criteria of RT-qPCR (28 samples) and NGS confirmation (7 samples) (see Table S3 in the supplemental material).
In Cohort II, 46 of 56 samples (paired nasopharyngeal swabs and sputum samples) from 28 COVID-19 patients were determined to be SARS-CoV-2 positive accordingly (38 were RT-qPCR-positive, and 8 were NGS-positive) (Table S3).