| Literature DB >> 27415767 |
Hsin-I Shih1,2,3,4, Hsiang-Chin Hsu1, Chi-Jung Wu5,4, Chih-Hao Lin1,2, Chia-Ming Chang6,7, Yi-Fang Tu8, Chih-Chia Hsieh1, Chih-Hsien Chi1,2, Tzu-Ching Sung9.
Abstract
Dengue infection is a major health problem in tropical and subtropical countries. A prospective observational study in a university-affiliated hospital was conducted between August 2015 and September 2015. Patients who visited the emergency department (ED) with a presentation of any symptoms of dengue were eligible for the dengue non-structural protein 1 (NS1), IgM/IgG rapid immunochromatographic tests and real-time polymerase chain reaction (RT-PCR) to evaluate the performance of the rapid tests. Considering the RT-PCR as the gold standard for the dengue diagnosis, the ideal primary results of sensitivity (80-100%), specificity (60-84%), positive predicted value(75%-95%), and negative predicted value (70-100%) suggested that the NS1-based test with or without a combination of IgM and IgG tests have good diagnostic performances in detecting dengue infections, even in the afebrile or elderly populations.Entities:
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Year: 2016 PMID: 27415767 PMCID: PMC4945082 DOI: 10.1371/journal.pone.0158437
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Clinical characteristics among 1607 enrolled cases who tested for NS1, IgM/IgG, RT-PCR.
| Characteristics | NS1 | IgM/IgG | RT-PCR |
|---|---|---|---|
| (n = 1295) | (n = 1266) | (n = 534) | |
| No.(%) | No.(%) | No.(%) | |
| Female | 650(50.2) | 636(50.2) | 267(50.0) |
| Male | 645(49.8) | 630(49.8) | 267(50.0) |
| Mean ± SD | 49.27 ± 21.78 | 49.37 ± 21.64 | 50.16 ± 20.78 |
| 0–17 years | 96(7.4) | 89(7.03) | 17(3.18) |
| 18–64 | 828(63.9) | 816(64.4) | 362(67.8) |
| ≥ 65 | 371(28.7) | 361(28.5) | 155(29.0) |
| Mean ± SD | 38.33 ± 0.96 | 38.31 ± 0.96 | 38.19 ± 0.96 |
| Mean ± SD | 19.85 ± 3.88 | 19.84 ± 3.91 | 19.67 ± 1.58 |
| Mean ± SD | 81.87 ± 15.20 | 81.97 ± 15.23 | 81.69 ± 16.88 |
| Mean ± SD | 134.01 ± 21.43 | 134.01 ± 21.42 | 133.61 ± 21.43 |
| Mean ± SD | 99.25 ± 15.67 | 99.31 ±15.68 | 99.00 ± 16.45 |
| Pulse rate (/minute) | |||
| Mean ± SD | 100.89 ± 19.61 | 100.64 ± 19.63 | 98.68 ± 18.80 |
| Mean ± SD (overall) | 7.55 ± 11.13 | 7.31 ± 10.57 | 8.94 ± 12.28 |
| AAD | 16.59 ± 17.01 | 15.72 ± 16.72 | 26.58 ± 15.80 |
| Admission | 21.89 ± 17.14 | 21.13 ± 17.15 | 22.64 ± 18.49 |
| Expired | 7.18 ± NA | 7.18 ± NA | NA |
| MBD | 5.61 ± 8.46 | 5.47 ± 7.82 | 6.84 ± 9.73 |
| Transfer | 16.57 ± 13.94 | 16.57 ± 13.94 | 15.77 ± 13.96 |
| AAD | 27(2.1) | 26(2.1) | 7(1.3) |
| Admission | 119(9.2) | 113(8.9) | 53(9.9) |
| Expired | 1(0.1) | 1(0.1) | 0(0) |
| MBD | 1119(86.4) | 1097(86.7) | 458(85.8) |
| Transfer | 28(2.2) | 28(2.2) | 16(3.0) |
| 1 | 8(0.6) | 8(0.6) | 2(0.4) |
| 2 | 33(2.6) | 33(2.6) | 10(1.9) |
| 3 | 1065(82.2) | 1036(81.8) | 454(85.0) |
| 4 | 189(14.6) | 189(14.9) | 68(12.7) |
| DM | 88(6.8) | 88(7.0) | 39(7.3) |
| COPD | 8(0.6) | 6(0.5) | 3(0. 6) |
| Malignant neoplasms | 39(3.0) | 40(3.2) | 18(3.4) |
| CKD | 11(0.9) | 11(0.9) | 5(0.9) |
| Chronic liver disease and cirrhosis | 4(0.3) | 4(0.3) | 2(0.4) |
AAD: against-advice discharge; CKD: chronic kidney diseases; COPD: chronic obstructive pulmonary disease; DM: diabetes mellitus; MBD: may be discharge; NA: not available; SD: standard deviation.
Fig 1Case numbers of dengue frequency with negative and positive laboratory tests corresponding to fever days examined by Cochran-Armitage trend test.
1A. NS1. 1B. IgM. 1C. IgG. 1D. RT-PCR. *** p <0.001; ** p <0.01; * p <0.05
Fig 2Scatterplots of log-transformed viremia titer by body temperature (Temp) overlaid with the fit line, a 95% confidence band and lower and upper 95% prediction limits.
2A. 0–17 years. R-Square: 0.0265; Correlation coefficients: -0.30524; p = 0.6327. 2B. 18–64 years. R-Square: 0.0679; Correlation coefficients: 0.26053; p < 0.0001. 2C. 65 years & over. R-Square: 0.0857; Correlation coefficients: 0.29269; p = 0.0013
The sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV) performance compared with RT-PCR (reference) in acute Dengue infection during 0 to 7 fever days.
| Fever days | ||||||
|---|---|---|---|---|---|---|
| 0 | 1 | 2 | 3 | 4 | 5 | |
| Pos./all No. | 25/31 | 187/195 | 83/87 | 35/36 | 12/12 | 9/9 |
| Sensitivity | 80.65 | 95.90 | 95.40 | 97.22 | 100 | 100 |
| (95% CI) | (62.53–92.55) | (93.11–98.68) | (91.00–99.80) | (91.85–100.00) | ||
| Pos./all No. | 14/23 | 53/63 | 19/25 | 10/17 | 3/6 | 1/7 |
| Specificity | 60.87 | 84.13 | 76 | 58.82 | 50 | 14.29 |
| (95% CI) | (38.54–80.29) | (75.10–93.15) | (54.87–90.64) | (32.92–81.56) | (11.81–88.19) | (0.36–57.87) |
| Pos./all No. | 25/34 | 187/197 | 83/89 | 35/42 | 12/15 | 9/15 |
| PPV | 73.53 | 94.92 | 93.26 | 83.33 | 80 | 60 |
| (95% CI) | (55.64–87.12) | (91.86–97.99) | (88.05–98.47) | (72.06–94.60) | (51.91–95.67) | (32.29–83.66) |
| Pos./all No. | 14/20 | 53/61 | 19/23 | 10/11 | 3/3 | 1/1 |
| NPV | 70.00 | 86.89 | 82.61 | 90.91 | 100 | 100 |
| (95% CI) | (49.92–90.08) | (78.41–95.36) | (61.22–95.05) | (58.72–99.77) | ||
| Pos./all No. | 11/31 | 9/195 | 2/87 | 3/36 | 4/12 | 8/9 |
| Sensitivity | 35.48 | 4.62 | 2.30 | 8.33 | 33.33 | 88.89 |
| (95% CI) | (19.23–54.63) | (1.67–7.56) | (0.00–5.45) | (0.00–17.36) | (9.92–65.11) | (51.75–99.72) |
| Pos./all No. | 16/23 | 48/63 | 16/25 | 9/17 | 3/6 | 1/7 |
| Specificity | 69.57 | 76.19 | 64 | 52.94 | 50 | 14.29 |
| (95% CI) | (47.08–86.79) | (63.79–86.02) | (42.52–82.03) | (27.81–77.02) | (11.81–88.19) | (0.36–57.87) |
| Pos./all No. | 11/18 | 9/24 | 2/11 | 3/11 | 4/7 | 9/15 |
| PPV | 61.11 | 37.50 | 18.18 | 27.27 | 57.14 | 60 |
| (95% CI) | (35.75–82.70) | (18.80–59.41) | (2.28–51.78) | (6.02–60.97) | (18.41–90.10) | (32.29–83.66) |
| Pos./all No. | 16/36 | 48/234 | 16/101 | 9/42 | 3/11 | 1/2 |
| NPV | 44.44 | 20.51 | 15.84 | 21.43 | 27.27 | 50 |
| (95% CI) | (27.94–61.90) | (15.34–25.69) | (8.72–22.96) | (10.30–36.81) | (6.02–60.97) | (1.26–98.74) |
| Pos./all No. | 28/31 | 187/195 | 83/87 | 35/36 | 12/12 | 9/9 |
| Sensitivity | 90.32 | 95.90 | 95.40 | 97.22 | 100 | 100 |
| (95% CI) | (62.53–92.55) | (93.11–98.68) | (91.00–99.80) | (91.85–100.00) | ||
| Pos./all No. | 13/23 | 47/63 | 15/25 | 8/17 | 3/6 | 1/7 |
| Specificity | 56.52 | 74.60 | 60 | 47.06 | 50 | 14.29 |
| (95% CI) | (34.49–76.81) | (62.06–84.73) | (38.67–78.87) | (22.98–72.19) | (11.81–88.19) | (0.36–57.87) |
| Pos./all No. | 28/38 | 187/197 | 83/93 | 35/44 | 12/15 | 9/15 |
| PPV | 73.68 | 94.92 | 89.25 | 79.55 | 80 | 60 |
| (95% CI) | (59.68–87.68) | (91.86–97.99) | (82.95–95.54) | (64.70–90.20) | (51.91–95.67) | (32.29–83.66) |
| Pos./all No. | 13/16 | 47/55 | 15/19 | 8/9 | 3/3 | 1/1 |
| NPV | 81.25 | 85.45 | 78.95 | 88.89 | 100 | 100 |
| (95% CI) | (54.35–95.95) | (76.14–94.77) | (54.43–93.95) | (51.75–99.72) | ||
| Pos./all No. | 28/31 | 188/195 | 83/87 | 35/36 | 12/12 | 9/9 |
| Sensitivity | 90.32 | 96.41 | 95.40 | 97.22 | 100 | 100 |
| (95% CI) | (62.53–92.55) | (93.80–99.02) | (91.00–99.80) | (91.85–100.00) | ||
| Pos./all No. | 13/23 | 43/63 | 14/25 | 8/17 | 3/6 | 0/7 |
| Specificity | 56.52 | 68.25 | 56 | 47.06 | 50 | |
| (95% CI) | (34.49–76.81) | (55.31–79.42) | (34.93–75.60) | (22.98–72.19) | (11.81–88.19) | |
| Pos./all No. | 28/38 | 188/208 | 83/94 | 35/44 | 12/15 | 9/16 |
| PPV | 73.68 | 90.38 | 88.30 | 79.55 | 80 | 56.25 |
| (95% CI) | (59.68–87.68) | (86.38–94.39) | (81.80–94.80) | (64.70–90.20) | (51.91–95.67) | (29.88–80.25) |
| Pos./all No. | 13/16 | 43/50 | 14/18 | 8/9 | 3/3 | 0/0 |
| NPV | 81.25 | 86 | 77.78 | 88.89 | 100 | |
| (95% CI) | (54.35–95.95) | (76.38–95.62) | (52.36–93.59) | (51.75–99.72) | ||
a Exact confidence limits, in contrast, are based on the binomial distribution, and they have better converage in small samples and/or rare events.
b The confidence limits appearing under the asymptotic standard error (ASE) are based on asymptotic (Wald) theory. If n is large, then the 95% confidence interval can be calculated using p ± 1.96×ASE.