| Literature DB >> 23869218 |
Akila Prashant1, Prashant Vishwanath, Praveen Kulkarni, Prashanth Sathya Narayana, Vijaykumar Gowdara, Suma M Nataraj, Rashmi Nagaraj.
Abstract
OBJECTIVE: Cytokines (IL-6, IL-8 and TNF-α), sCD163, and C-reactive protein were serially measured in an attempt to identify a set of tests which can reliably confirm or refute the diagnosis of neonatal sepsis at an early stage.Entities:
Mesh:
Substances:
Year: 2013 PMID: 23869218 PMCID: PMC3711816 DOI: 10.1371/journal.pone.0068426
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Clinical characteristics of the study population.
| Character | Infected group | Non-infected group | Control group |
|
| 50 | 50 | 50 |
|
| 2388±670 | 2728±673 | 2920±439 |
|
| 45.49±4.71 | 46.81±4.06 | 47.49±3.29 |
|
| 32.02±2.42 | 33.32±2.36 | 32.87±1.69 |
|
| |||
|
| 20 | 17 | 3 |
|
| 9 | 7 | 0 |
|
| 33/17 | 35/15 | 27/23 |
|
| 41/9 | 46/4 | – |
|
| 29/21 | 39/11 | 43/7 |
|
| 29/21 | 24/26 | 18/32 |
p<0.05, bp<0.001.
Pre term = born alive before 37 completed weeks of gestation.
Pathogens isolated in blood cultures from 50 patients with bacteremia.
| Pathogen | No of patients infected |
| Klebshiella Pneumonia | 15 |
| Staphylococcus aureus | 7 |
| group B Streptococcus | 7 |
| Acinobacter | 7 |
| Escherichia coli | 6 |
| Coagulase Negative Staphylococcus | 5 |
| Citrobacter | 3 |
The mean and standard deviation of the various study parameters in the infected, non-infected and control group at different time intervals.
| Parameters | Blood sample | Infected groupMean ± SD | Non-infectedgroup Mean ± SD | Control groupMean ± SD |
|
|
| 0 | 21942.48±5882.45 b | 13082.18±6444.26b | 43.61±15.09 | <0.001 |
| 24 | 22832.32±5660.81 b | 13468.96±6330.21 b | 671.15 | <0.001 | |
| 48 | 23516.46±5684.48 b | 13087.74±6447.66 | – | <0.001 | |
|
| 0.312 | 0.942 | 0.0001 | ||
|
| 0 | 100.60±68.32 b | 48.67±29.10 b | 10.66±7.43 | <0.001 |
| 24 | 177.48±140.1 b | 56.87±97.28 | 17.94 | <0.001 | |
| 48 | 185.54±157.31 b* | 46.28±45.46 | – | <0.001 | |
|
| 0.002 | 0.689 | 0.0027 | ||
|
| 0 | 122.28±72.60 a | 78.36±69.78 | 76.88±82.37 | = 0.003 |
| 24 | 171.84±167.20 b | 71.15±73.14 | 48.44 | <0.001 | |
| 48 | 156.49±127.79 b | 59.57±29.01 | – | <0.001 | |
|
| 0.130 | 0.299 | 0.0038 | ||
|
| 0 | 25.11±14.06 b | 24.78±15.49 b | 11.64±9.66 | <0.001 |
| 24 | 22.70±13.18 b | 31.91±25.65 b | 11.17±7.66 | <0.001 | |
| 48 | 37.63±27.03 # | 31.54±23.20 | – | 0.236 | |
|
| 0.0001 | 0.190 | 0.0755 | ||
|
| 0 | 1821.15±675.87 b | 580.89±279.66 | 575.85±196.10 | <0.001 |
| 24 | 1790.09±610.71 b | 669.04±343.14 | 637.83±170.60 | <0.001 | |
| 48 | 1875.05±671.79 b | 653.67±313.10 | – | <0.001 | |
|
| 0.600 | 0.325 | 0.0808 |
Horizontal: ap<0.05, bp<0.001, cp<0.0001.
Vertical: * = p<0.05, $p<0.001, #p<0.0001.
The mean and standard deviation of the various study parameters in the survivors and non-survivors of the infected group at different time intervals.
| Parameters | Blood sample | Survivors Mean ± SD | Non-survivors Mean ± SD |
|
|
| 0 | 20099.45±5203.09 | 25520.11±5587.75b | <0.001 |
| 24 | 21028.30±5146.01 | 26334.23±5043.04b | <0.001 | |
| 48 | 21609.87±5521.27 | 27210.50±4007.12b | <0.001 | |
|
| 0.516 | 0.620 | ||
|
| 0 | 76.43±58.80 | 147.51±61.95 b | <0.001 |
| 24 | 127.63±108.06 | 274.24±147.51 b | <0.001 | |
| 48 | 111.64±119.19 | 328.72±119.67 b$ | <0.001 | |
|
| 0.103 | 0.001 | ||
|
| 0 | 107.86±65.52 | 150.28±79.34 a | 0.049 |
| 24 | 134.73±148.56 | 243.86±182.00 a | 0.027 | |
| 48 | 124.92±114.66 | 217.66±133.19 a | 0.017 | |
|
| 0.631 | 0.137 | ||
|
| 0 | 22.20±10.21 | 30.75±18.59 a | 0.040 |
| 24 | 22.01±8.98 | 24.06±19.18 | 0.607 | |
| 48 | 37.16±29.60$ | 38.54±22.06 | 0.870 | |
|
| 0.001 | 0.125 | ||
|
| 0 | 1744.72±673.50 | 1969.51±675.51 | 0.270 |
| 24 | 1692.81±558.62 | 1978.93±678.73 | 0.118 | |
| 48 | 1767.29±560.45 | 2083.82±827.83 | 0.127 | |
|
| 0.878 | 0.884 |
Horizontal: ap<0.05, bp<0.001, cp<0.0001.
Vertical: * = p<0.05, $p<0.001, #p<0.0001.
Predictive ability of the study parameters to differentiate between the non-infected and infected neonates at different time intervals.
| Variable | Time interval | Cut off levels | Sensitivity | Specificity | +LR | -LR | PPV | NPV | AUC |
|
|
| 0 | >19,689 | 68.00 | 92.00 | 8.50 | 0.35 | 89.5 | 74.2 | 0.825 | 0.0001 |
| 24 | >21,021 | 68.00 | 94.00 | 11.33 | 0.34 | 91.9 | 74.6 | 0.848 | 0.0001 | |
| 48 | >19,875 | 72.34 | 90.00 | 7.23 | 0.31 | 87.2 | 77.6 | 0.873 | 0.0001 | |
|
| 0 | >95.32 | 54.00 | 96.00 | 13.50 | 0.48 | 93.1 | 67.6 | 0.723 | 0.0001 |
| 24 | >66.56 | 78.00 | 78.00 | 3.55 | 0.28 | 78.0 | 78.0 | 0.844 | 0.0001 | |
| 48 | >85.9 | 59.57 | 96.00 | 14.89 | 0.42 | 93.3 | 71.6 | 0.811 | 0.0001 | |
|
| 0 | >70.86 | 78.00 | 70.00 | 2.60 | 0.31 | 72.2 | 76.1 | 0.725 | 0.0001 |
| 24 | >106.38 | 52.00 | 92.00 | 6.50 | 0.52 | 86.7 | 65.7 | 0.748 | 0.0001 | |
| 48 | >87.78 | 65.96 | 90.00 | 6.60 | 0.38 | 86.1 | 73.8 | 0.812 | 0.0001 | |
|
| 0 | >18.30 | 76.00 | 42.00 | 1.31 | 0.57 | 56.7 | 63.6 | 0.546 | 0.4296 |
| 24 | <24.51 | 88.00 | 40.00 | 1.47 | 0.30 | 59.5 | 76.9 | 0.552 | 0.3707 | |
| 48 | >21.48 | 68.09 | 62.00 | 1.79 | 0.51 | 62.7 | 67.4 | 0.613 | 0.0489 | |
|
| 0 | >896.78 | 100.00 | 88.00 | 8.33 | 0.00 | 89.3 | 100.0 | #0.977 | 0.0001 |
| 24 | >994 | 96.00 | 86.00 | 6.86 | 0.05 | 87.3 | 95.6 | 0.956 | 0.0001 | |
| 48 | >1044.6 | 100.00 | 92.00 | 12.50 | 0.00 | 92.2 | 100.0 | #0.979 | 0.0001 |
p<0.0001.
Figure 1Comparison of the receiver operative curves of all the study parameters between the non-infected and infected neonates at different time intervals.
Predictive ability of the study parameters to differentiate between the between the survivors and non-survivors of the infected group at different time intervals.
| Variable | Time interval | Cut off levels | Sensitivity | Specificity | +LR | -LR | PPV | NPV | AUC |
|
|
| 0 | >22,645 | 88.24 | 57.58 | 2.08 | 0.20 | 51.7 | 90.5 | 0.739 | 0.0023 |
| 24 | >21,693 | 94.12 | 48.48 | 1.83 | 0.12 | 48.5 | 94.1 | 0.746 | 0.0016 | |
| 48 | >23,973c | 93.75 | 54.84 | 2.08 | 0.11 | 51.7 | 94.4 | 0.803 | 0.0001 | |
|
| 0 | >127.5c | 64.71 | 87.88 | 5.34 | 0.40 | 73.3 | 82.9 | 0.807 | 0.0001 |
| 24 | >150.19c | 88.24 | 75.76 | 3.64 | 0.16 | 65.2 | 92.6 | 0.794 | 0.0001 | |
| 48 | >109.14c | 100.00 | 77.42 | 4.43 | 0.00 | 69.6 | 100.0 | 0.892 | 0.0001 | |
|
| 0 | >84.4 | 88.24 | 45.45 | 1.62 | 0.26 | 45.5 | 88.2 | 0.634 | 0.1183 |
| 24 | >83.2 | 88.24 | 60.61 | 2.24 | 0.19 | 53.6 | 90.9 | 0.750 | 0.0012 | |
| 48 | >94.54b | 87.50 | 61.29 | 2.26 | 0.20 | 53.8 | 90.5 | 0.784 | 0.0002 | |
|
| 0 | >21.76 | 52.94 | 78.79 | 2.50 | 0.60 | 56.2 | 76.5 | 0.618 | 0.1722 |
| 24 | >21.48 | 52.94 | 78.79 | 2.50 | 0.60 | 56.2 | 76.5 | 0.529 | 0.7441 | |
| 48 | >24.66 | 68.75 | 64.52 | 1.94 | 0.48 | 50.0 | 80.0 | 0.543 | 0.6308 | |
|
| 0 | >2337 | 47.06 | 78.79 | 2.22 | 0.67 | 53.3 | 74.3 | 0.584 | 0.3359 |
| 24 | >2337 | 35.29 | 90.91 | 3.88 | 0.71 | 66.7 | 73.2 | 0.628 | 0.1347 | |
| 48 | >2499 | 50.00 | 87.10 | 3.87 | 0.57 | 66.7 | 77.1 | 0.601 | 0.2596 |
p<0.05, bp<0.001, cp<0.0001.
Figure 2Comparison of the receiver operative curves of all the study parameters between the survivors and non-survivors of the infected group at different time intervals.
Diagnostic predictors of neonatal sepsis before initiation of antibiotic therapy.
| Study parameters before antibiotics | OR | 95% C.I. for OR |
|
|
| 1.000 | 1.000 | 0.008 |
|
| 1.003 | 0.983–1.024 | 0.743 |
|
| 0.996 | 0.982–1.010 | 0.548 |
|
| 1.041 | 0.969–1.119 | 0.267 |
|
| 1.008 | 1.003–1.013 | 0.002 |
Note: Binary logistic regression analysis.
C.I = Confidence interval; OR = Odds Ratio.
Prognostic predictors of neonatal sepsis 24 hours after initiation of antibiotic therapy.
| Study parameters at 24 hours after antibiotics | OR | 95% C.I. for OR |
|
|
| 1.000 | 1.000–1.001 | 0.007 |
|
| 1.007 | 1.001–1.013 | 0.016 |
|
| 1.005 | 1.000–1.010 | 0.064 |
|
| 0.915 | 0.840–0.998 | 0.044 |
|
| 1.002 | 1.000–1.003 | 0.038 |
Note: Binary logistic regression analysis.
C.I = Confidence interval; OR = Odds Ratio.
Prognostic predictors of neonatal sepsis 48 hours after initiation of antibiotic therapy.
| Study parameters at 48 hours after antibiotics | OR | 95% C.I. for OR |
|
|
| 1.000 | 1.000 | 0.034 |
|
| 1.009 | 1.001–1.018 | 0.026 |
|
| 1.001 | 0.993–1.009 | 0.769 |
|
| 0.980 | 0.943–1.019 | 0.320 |
|
| 1.001 | 1.000–1.002 | 0.185 |
Note: Binary logistic regression analysis.
C.I = Confidence interval; OR = Odds Ratio.