| Literature DB >> 24732104 |
Akhil Maheshwari1, Robert L Schelonka2, Reed A Dimmitt3, Waldemar A Carlo3, Breda Munoz-Hernandez4, Abhik Das4, Scott A McDonald4, Poul Thorsen5, Kristin Skogstrand6, David M Hougaard6, Rosemary D Higgins7.
Abstract
BACKGROUND: The goal was to identify cytokines associated with necrotizing enterocolitis (NEC). Based on our earlier reports of decreased tissue expression of transforming growth factor (TGF)-β, we hypothesized that infants with NEC also have low blood TGF-β levels. We further hypothesized that because fetal inflammation increases the risk of NEC, infants who develop NEC have elevated blood cytokine levels in early neonatal period.Entities:
Mesh:
Substances:
Year: 2014 PMID: 24732104 PMCID: PMC4062583 DOI: 10.1038/pr.2014.48
Source DB: PubMed Journal: Pediatr Res ISSN: 0031-3998 Impact factor: 3.756
Demographic and clinical information
| Variable Name | NEC group | Controls |
|---|---|---|
|
| ||
| Total cases | 104 | 893 |
| Birth weight (mean ± SD) | 750.2 ± 137.4 | 766.9 ± 140.3 |
| Gestational age (weeks) (mean ± SD) | 25.93 ± 1.9 | 25.64 ± 1.6 |
| Gender (% male) | 52.9 | 47.4 |
| Ethnicity | ||
| African American (%) | 58.6 | 47.4 |
| White (%) | 24.0 | 31.7 |
| Others (%) | 17.3 | 20.9 |
| Tocolytics | 48.5 | 41.2 |
| Antenatal steroids (%) | 83.6 | 76.4 |
| Postnatal steroids (%) | 28.8 | 25.9 |
| Ventilator days (mean ± SD) | 28.5 ± 25.3 | 24.3 ± 25.0 |
| Days on oxygen (mean ± SD) | 57.4 ± 39.8 | 57.7 ± 38.2 |
| Sepsis (%) | 52.9 | 41.6 |
Total number of controls with complete information varies by variable.
Statistical significant differences at 5% level.
Summary statistics for peak cytokine concentrations in cases and controls
| Cytokine | Cases
| ||||
|---|---|---|---|---|---|
| N | Min | Median | Mean | Max | |
|
| |||||
| IL-1β | 104 | 15 | 173 | 366 | 2560 |
| IL-2 | 104 | 3 | 58 | 73 | 430 |
| IL-4 | 104 | 17 | 152 | 186 | 934 |
| IL-5 | 104 | 11 | 154 | 199 | 1405 |
| IL-6 | 104 | 11 | 180 | 644 | 2916 |
| IL-12 | 104 | 3 | 143 | 214 | 2560 |
| IL-17 | 104 | 32 | 204 | 337 | 1910 |
| IL-18 | 104 | 379 | 2236 | 2606 | 8778 |
| TNF | 104 | 14 | 76 | 115 | 598 |
| LT-α | 104 | 8 | 349 | 489 | 2939 |
| IFN-γ | 104 | 3 | 241 | 283 | 1106 |
| GM-CSF | 104 | 6 | 145 | 185 | 1943 |
| MCP-1/CCL2 | 104 | 27 | 3972 | 4421 | 18876 |
| MIP-1α/CCL3 | 104 | 53 | 257 | 1209 | 38308 |
| MIP-1β/CCL4 | 104 | 455 | 1435 | 1904 | 11196 |
| RANTES/CCL5 | 104 | 5920 | 134980 | 168124 | 672487 |
| IL-10 | 104 | 186 | 601 | 905 | 9854 |
| MMP-9 | 104 | 330822 | 2279251 | 5316557 | 156598823 |
| sIL-6R | 104 | 557008 | 2381457 | 7130013 | 99240278 |
| TREM-1 | 104 | 459 | 3396 | 4048 | 15318 |
| BDNF | 104 | 1249 | 6574 | 10296 | 80448 |
| CRP | 104 | 79283 | 1339088 | 1962031 | 9465221 |
| NT4 | 104 | 10 | 95 | 114 | 348 |
Peak calculated as the Maximum Cytokine for each infant.
For Cases: Peak calculated using all sample days
For Controls: Peak calculated using all sample days
Testing the average values, test is a two sample t-test
Estimated multiplicative effect (SE) and test-statistics for H0: beta=0 for Multivariate Model
| Variable | Coefficient | Exponentiated coefficient (SE) | Wald Test ( |
|---|---|---|---|
| Gender | −0.25452 | 0.77529 (0.09689) | −2.627 ( |
| Ethnicity (Caucasian) | −0.43201 | 0.64921 (0.10164) | −4.250 ( |
| Ethnicity (Other) | 0.95866 | 2.60820 (0.24519) | 3.909 ( |
| Sepsis | 0.38161 | 1.46464 (0.09697) | 3.935 ( |
| IL-2 | −0.00444 | 0.99557 (0.00116) | −3.815 ( |
| IL-8/CXCL8 | 0.000003 | 1.00000 (0.000001) | 3.065 ( |
| TGF-β1 | −0.00019 | 0.99981 (0.00005) | −4.141 ( |
Log-likelihood=−2806.555
Figure 1Differential expression of cytokines in blood spots from infants in the NEC (drawn before the onset of NEC; broken lines) and control groups (solid lines). Line diagrams depict median cytokine values on day 1 (D1), D3, D7, D14, and D21, not adjusted for other cytokines or clinical variables: (A) TGF-β1, (B) IL-1β, (C) IL-2, (D) IL-4, (E) IL-5, (F) IL-6, (G) IL-10, (H) IL-12, (I) IL-17, (J) IL-18, (K) TNF, (L) LT-α, (M) IFN-γ, (N) GM-CSF, (O) MCP-1/CCL2, (P) MIP-1α/CCL3, (Q) MIP-1β/CCL4, (R) RANTES/CCL5, (S) IL-8/CXCL8, (T) NT-4, (U) MMP-9, (V) sIL-6R, (W) TREM-1, (X) BDNF, (Y) CRP. * indicates p<0.05
Summary statistics for cytokine concentrations in cases prior to NEC vs. controls summarized by day of measurement
| Cytokine | Cases before onset of NEC
| Controls
| p-value | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| N | Min | Median | Mean | Max | n | Min | Median | Mean | Max | ||
|
| |||||||||||
|
| |||||||||||
| BDNF | 61 | 342 | 2741 | 3658 | 26312 | 470 | 206 | 3438 | 4453 | 103033 | |
| TGF-β | 61 | 50 | 1090 | 1272 | 7305 | 470 | 56 | 1301 | 1586 | 7380 | |
|
| |||||||||||
|
| |||||||||||
| IL-18 | 90 | 247 | 1066 | 1503 | 6016 | 837 | 6 | 1255 | 1549 | 7077 | |
| MIP-1α/CCL3 | 90 | 6 | 124 | 705 | 19945 | 837 | 6 | 154 | 677 | 50534 | |
| MMP-9 | 90 | 21149 | 751355 | 1827173 | 37067238 | 837 | 21096 | 1087801 | 2294486 | 185309104 | |
| RANTES/CCL5 | 90 | 2159 | 63127 | 74585 | 417270 | 837 | 1590 | 75081 | 94666 | 678668 | |
| TGF-β | 90 | 50 | 988 | 1205 | 6869 | 836 | 0 | 1286 | 1540 | 7095 | |
|
| |||||||||||
|
| |||||||||||
| MIP-1α/CCL3 | 86 | 6 | 120 | 762 | 16739 | 747 | 6 | 141 | 659 | 35707 | |
| RANTES/CCL5 | 86 | 4411 | 69165 | 80531 | 417052 | 747 | 666 | 84589 | 109406 | 1303609 | |
| TGF-β | 86 | 50 | 1073 | 1376 | 5364 | 748 | 9 | 1487 | 1697 | 6978 | |
|
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|
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| IL-2 | 68 | 3 | 25 | 36 | 155 | 808 | 3 | 37 | 54 | 616 | |
| IL-4 | 68 | 3 | 78 | 104 | 693 | 805 | 1 | 97 | 134 | 2560 | |
| TGF-β | 68 | 50 | 1573 | 1855 | 5677 | 808 | 50 | 1952 | 2259 | 10022 | |
|
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|
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| IL-2 | 52 | 3 | 24 | 35 | 171 | 748 | 2 | 38 | 54 | 560 | |
| IL-17 | 52 | 3 | 107 | 163 | 737 | 748 | 1 | 153 | 229 | 2330 | |
| BDNF | 52 | 425 | 5309 | 9808 | 80448 | 749 | 24 | 7176 | 10468 | 239635 | |
| NT-4 | 52 | 3 | 37 | 41 | 196 | 748 | 0 | 43 | 53 | 403 | |
| TGF-β | 52 | 98 | 1701 | 2064 | 11431 | 749 | 50 | 2129 | 2463 | 12750 | |
Figure 2Receiver-operator characteristics (ROC) of TGF-β in blood spots from infants in the NEC (drawn before the onset of NEC) and control groups. Red markers on the curve indicate TGF-β concentrations. A cut-off TGF-β level of 1380 pg/mL (marked by broken lines in the figure) correctly classified 61.2% infants in the NEC group (true positives) but gave a false-positive result in 35.7% controls.
Diagnostic value of TGF-β1 <1380 pg/mL as a predictive marker for NEC
| 95% Confidence Interval | |||
|---|---|---|---|
| Lower Limit | Upper Limit | ||
| Prevalence | 0.1 | 0.09 | 0.12 |
| Sensitivity | 0.61 | 0.51 | 0.7 |
| Specificity | 0.64 | 0.61 | 0.67 |
| For any particular test result, the probability that it will be: | |||
| Positive | 0.38 | 0.35 | 0.41 |
| Negative | 0.62 | 0.59 | 0.65 |
| For any particular positive test result, the probability that it is: | |||
| True Positive | 0.16 | 0.13 | 0.21 |
| False Positive | 0.84 | 0.79 | 0.87 |
| For any particular negative test result, the probability that it is: | |||
| True Negative | 0.93 | 0.91 | 0.95 |
| False Negative | 0.07 | 0.05 | 0.09 |
| Likelihood Ratios: | |||
| Positive | 1.71 | 1.43 | 2.04 |
| Negative | 0.6 | 0.47 | 0.77 |
Cytokine concentrations in the NEC group before and after onset of NEC
| Samples drawn from infants who were yet to develop NEC
| Samples drawn from infants who had already developed NEC
| p-value | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Cytokine | N | Min | Median | Mean | Max | n | Min | Median | Mean | Max | |
|
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|
| |||||||||||
| CRP | 86 | 2000 | 427664 | 719224 | 4711390 | 5 | 73130 | 2449122 | 2518116 | 5000000 | |
|
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|
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| IL-1β | 68 | 3 | 89 | 176 | 860 | 23 | 3 | 132 | 334 | 2560 | |
| IL-6 | 68 | 3 | 68 | 163 | 2560 | 23 | 3 | 142 | 705 | 2916 | |
| MCP-1/CCL2 | 68 | 21 | 1761 | 2698 | 15639 | 23 | 242 | 3668 | 4478 | 18876 | |
| MIP-1β/CCL4 | 68 | 6 | 978 | 1242 | 5749 | 23 | 460 | 1165 | 2137 | 11196 | |
| IL-8/CXCL8 | 68 | 206 | 1872 | 5183 | 102627 | 23 | 786 | 8233 | 26107 | 280505 | |
| IL-10 | 68 | 3 | 316 | 353 | 997 | 23 | 33 | 397 | 844 | 5022 | |
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| IL-6 | 52 | 3 | 54 | 99 | 788 | 30 | 3 | 110 | 458 | 2560 | |
| IL-17 | 52 | 3 | 107 | 163 | 737 | 30 | 3 | 197 | 273 | 929 | |
| CRP | 52 | 14600 | 836001 | 1070676 | 3963497 | 30 | 2000 | 1414326 | 1715967 | 7177201 | |