| Literature DB >> 23770923 |
Shannon Fleck1, Geoanna Bautista, Sheila M Keating, Tzong-Hae Lee, Roberta L Keller, Anita J Moon-Grady, Kelly Gonzales, Philip J Norris, Michael P Busch, C J Kim, Roberto Romero, Hanmin Lee, Doug Miniati, Tippi C MacKenzie.
Abstract
BACKGROUND: Congenital diaphragmatic hernia (CDH) represents a spectrum of lung hypoplasia, and consequent pulmonary hypertension (PH) is an important cause of postnatal morbidity and mortality. We studied biomarkers at the maternal-fetal interface to understand factors associated with the persistence of PH.Entities:
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Year: 2013 PMID: 23770923 PMCID: PMC4164304 DOI: 10.1038/pr.2013.98
Source DB: PubMed Journal: Pediatr Res ISSN: 0031-3998 Impact factor: 3.756
Demographics
| Control (n=23) | CDH (n=19) | p-value | |
|---|---|---|---|
| Maternal age (yrs) | 28 (21–34) | 31 (22–35) | 0.72 |
| First pregnancy | 2 (8.7%) | 8 (42.1%) | |
| Labor | 14 (60.9%) | 14 (73.7%) | 0.38 |
| Mode of delivery | |||
| Vaginal | 10 (43.5%) | 12 (63.2%) | 0.20 |
| C-section/EXIT | 13 (56.5%) | 7 (36.8%) | 0.20 |
| Gestational age (wks) | 39.0 (38.6–40.0) | 38.1 (37.1–38.9) | |
| Male fetus | 11 (47.8%) | 12 (63.2%) | 0.32 |
| Fetal weight (g) | 3480 (3275–3850) | 3000 (2000–3580) |
Data presented as median (interquartile range, IQR) or n (%); significant p-values are boldfaced.
Weight in many CDH patients was estimated since patients were too unstable to weigh.
EXIT= ex-utero intrapartum treatment procedure
Patients with CDH
| CDH Characteristics (n=19) | Median (IQR) or n (%) |
|---|---|
| Left sided | 17 (89.5%) |
| LHR | 1.00 (0.76–1.35) |
| Liver herniation | 14 (73.7%) |
| Prenatal tracheal occlusion | 3 (15.8%) |
| ECMO | 3 (15.8%) |
| Neonatal demise | 6 (31.6%) |
| Late demise | 1 (7.7%) |
| Primary | 4 (30.8%) |
| Muscle flap | 5 (38.5%) |
| Patch | 4 (30.8%) |
IQR: interquartile range
LHR: Lung-to-head ratio; ECMO: extracorporeal membrane oxygenation
Cord Blood Cytokines – Median (IQR)
| Control | All CDH | Mild CDH | Mod/Severe CDH | p-values | Tau | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Control vs | Mild vs | Control vs | Control | Tau | ||||||||||
| 203 | (92.1–373) | 500 | (228–694) | 270 | (100–385) | 638 | (359–717) | 0.035 | 0.614 | |||||
| 64.8 | (34.8–96.5) | 105 | (62.2–120) | 114 | (75.8–128) | 81.5 | (55.1–113) | 0.547 | 0.109 | 0.093 | 0.074 | 0.260 | ||
| FGF-2 | 113 | (82.0–153) | 118 | (71.9–179) | 124 | (71.9–135) | 91.5 | (55.8–194) | 0.977 | 0.920 | 0.939 | 0.867 | 0.999 | 0.000 |
| Flt-3 Ligand | 1.6 | (1.6–20.5) | 1.6 | (1.6–15.1) | 1.6 | (1.6–1.6) | 9.0 | (1.6–35.1) | 0.948 | 0.129 | 0.471 | 0.311 | 0.640 | 0.061 |
| Fractalkine | 83.8 | (57.2–102) | 86.1 | (65.5–112) | 69.5 | (42.1–98.6) | 105 | (83.0–144) | 0.650 | 0.088 | 0.158 | 0.240 | 0.376 | 0.130 |
| GRO (CXCL-1) | 515 | (273–682) | 351 | (220–784) | 227 | (161–351) | 586 | (285–1237) | 0.497 | 0.070 | 0.516 | 0.022 | 0.881 | −0.024 |
| 3.8 | (1.6–7.4) | 8.1 | (5.3–17.2) | 11.3 | (1.6–16.6) | 7.8 | (5.3–22.9) | 0.880 | 0.068 | 0.183 | ||||
| IP-10 | 184 | (133–243) | 175 | (140–279) | 153 | (110–279) | 175 | (140–482) | 0.713 | 0.421 | 0.401 | 0.614 | 0.576 | 0.083 |
| MCP-1 | 167 | (121–337) | 162 | (96.8–177) | 113 | (78.4–162) | 165 | (128–204) | 0.308 | 0.269 | 0.789 | 0.104 | 0.504 | −0.099 |
| 10.5 | (1.6–16.0) | 14.3 | (8.0–18.7) | 10.0 | (6.3–14.3) | 16.4 | (9.9–30.0) | 0.100 | 0.088 | 0.026 | 1.000 | |||
| MDC | 2361 | (2026–3047) | 2285 | (1387–3057) | 2415 | (784–2809) | 2285 | (1387–3916) | 0.910 | 0.421 | 0.731 | 0.780 | 0.754 | 0.047 |
| MIP-1α | 18.1 | (10.6–35.8) | 23.4 | (17.8–39.7) | 22.4 | (18.5–33.4) | 31.1 | (14.7–71.9) | 0.380 | 0.688 | 0.302 | 0.823 | 0.347 | 0.138 |
| 73.4 | (52.7–111) | 95.1 | (73.0–240) | 88.9 | (72.7–95.5) | 127 | (73.0–300) | 0.159 | 0.502 | |||||
| TGFα | 11.2 | (5.9–16.0) | 10.8 | (8.5–14.2) | 11.0 | (7.7–14.2) | 10.8 | (8.5–25.6) | 0.854 | 0.763 | 0.775 | 0.955 | 0.806 | 0.037 |
| VEGF | 123 | (56.9–295) | 161 | (75.3–344) | 131 | (52.6–344) | 161 | (75.3–378) | 0.412 | 0.615 | 0.268 | 1.000 | 0.361 | 0.134 |
| 2713 | (2013–4405) | 4565 | (3518–5562) | 4391 | (1317–5583) | 4565 | (3518–5562) | 0.688 | 0.030 | 0.401 | ||||
| PDGF-AB/BB | 38789 | (25585–78740) | 56547 | (42511–66468) | 58988 | (17736–66072) | 56547 | (42511–73913) | 0.445 | 0.547 | 0.268 | 0.911 | 0.376 | 0.130 |
| RANTES | 113551 | (74513–141000) | 83936 | (36526–119603) | 72560 | (28271–124460) | 83936 | (36526–119603) | 0.126 | 0.763 | 0.285 | 0.146 | 0.169 | −0.201 |
| G-CSF | 26.9 | (8.1–61.4) | 13.0 | (6.2–26.4) | 8.2 | (6.2–9.9) | 14.8 | (4.8–35.2) | 0.148 | 0.228 | 0.400 | 0.104 | 0.294 | −0.154 |
| GM-CSF | 22.4 | (16.0–33.4) | 25.2 | (20.6–36.4) | 20.7 | (18.3–22.6) | 26.8 | (22.4–62.0) | 0.552 | 0.088 | 0.252 | 0.614 | 0.307 | 0.150 |
| 57.9 | (43.2–73.4) | 92.8 | (45.6–135) | 48.2 | (41.2–80.3) | 129 | (75.4–144) | 0.067 | 0.021 | 0.614 | ||||
| IFNγ | 4.9 | (4.4–6.1) | 4.5 | (3.0–6.0) | 3.5 | (2.6–5.1) | 5.9 | (4.1–10.5) | 0.590 | 0.087 | 0.606 | 0.068 | 0.967 | −0.008 |
| 1.6 | (1.6–3.7) | 10.0 | (1.6–29.5) | 2.9 | (1.6–18.0) | 12.9 | (1.6–53.2) | 0.466 | 0.026 | 0.301 | ||||
| IL-1β | 9.3 | (1.6–35.1) | 15.7 | (3.5–49.6) | 10.0 | (1.6–41.9) | 29.7 | (3.5–62.8) | 0.376 | 0.419 | 0.249 | 0.955 | 0.290 | 0.154 |
| IL-1rα | 75.8 | (34.5–229) | 118 | (65.8–217) | 135 | (101–177) | 94.7 | (61.1–289) | 0.412 | 0.999 | 0.468 | 0.576 | 0.437 | 0.114 |
| IL-6 | 1.6 | (1.6–8.7) | 4.6 | (1.6–33.1) | 1.6 | (1.2–2.0) | 22.1 | (4.3–61.4) | 0.436 | 0.034 | 0.074 | 0.268 | 0.187 | 0.189 |
| IL-8 | 30.3 | (7.7–421) | 45.7 | (21.3–147) | 35.6 | (21.3–126) | 129 | (20.8–255) | 0.445 | 0.366 | 0.303 | 1.000 | 0.333 | 0.142 |
| IL-9 | 1.6 | (1.6–2.8) | 5.4 | (1.6–14.9) | 2.6 | (1.3–15.7) | 6.9 | (1.6–14.9) | 0.100 | 0.578 | 0.045 | 0.705 | 0.082 | 0.247 |
| IL-10 | 4.0 | (1.6–9.3) | 10.2 | (1.6–16.8) | 2.6 | (1.6–16.8) | 11.0 | (1.6–28.8) | 0.502 | 0.614 | 0.232 | 0.671 | 0.441 | 0.112 |
| IL-12(p40) | 40.9 | (29.3–52.5) | 40.5 | (16.3–67.5) | 33.2 | (21.3–99.9) | 45.5 | (15.4–60.5) | 0.887 | 0.546 | 0.939 | 0.867 | 0.775 | −0.043 |
| IL-12(p70) | 3.6 | (1.8–5.0) | 2.6 | (2.3–6.5) | 2.4 | (2.0–2.5) | 3.6 | (2.6–10.2) | 0.876 | 0.070 | 0.411 | 0.130 | 0.743 | 0.049 |
| sIL-2Rα | 158 | (1.6–269) | 211 | (84.6–408) | 225 | (8.5–319) | 211 | (84.6–505) | 0.191 | 0.393 | 0.167 | 0.573 | 0.139 | 0.215 |
| TNFα | 14.8 | (11.8–16.5) | 15.5 | (11.0–21.5) | 12.9 | (9.6–15.0) | 18.3 | (11.0–25.5) | 0.388 | 0.035 | 0.061 | 0.300 | 0.164 | 0.203 |
| sCD40L | 24315 | (13530–32544) | 23502 | (11568–42598) | 17775 | (10252–23502) | 30964 | (11568–48564) | 0.821 | 0.269 | 0.567 | 0.198 | 0.946 | 0.012 |
Wilcoxon rank-sum test;
Wilcoxon rank-sum test with Bonferroni-adjusted alpha=0.017;
Kendall’s tau-c test between Control, Mild CDH and Mod/Severe CDH groups
IQR: interquartile range; EGF: epidermal growth factor; FGF: fibroblast growth factor; GRO (CXCL-1): chemokine (C-X-C motif ligand)-1; MCP: monocyte chemotactic protein; MDC: macrophage derived chemokine; MIP: macrophage inflammatory protein; TGF: transforming growth factor; VEGF: vascular endothelial growth factor; PDGF: platelet-derived growth factor; RANTES: regulated and normal T cell expressed and secreted.
Data not shown for IL-2, IL-4, IL-5, IL-7, IL-13, IL-15, IL-17 and TNFβ.
Cytokines with significant p-values are boldfaced.
Figure 1Fetal biomarkers in CDH. A. Levels of growth factors, chemokines, and inflammatory mediators in cord blood of unaffected controls (white bars), patients with mild CDH (light gray bars), and patients with mod/severe CDH (dark gray bars). The horizontal line represents the median for each group. *= p<0.05 with the Kendall’s Tau-c test for trend across groups. Control: n=22, Mild CDH n=6, Moderate-to-Severe CDH n=11. EGF: epidermal growth factor; IL: interleukin; MCP: monocyte chemoattractant protein; MIP: macrophage inflammatory protein; PDGF: platelet-derived growth factor; IFN: interferon. B. Supervised principal component analysis (sPCA) of biomarkers in cord blood. Biomarkers found to be significantly correlated with severity using the Kendall’s Tau-c test were entered into a sPCA. PC1 comprised 35.4% of the total variability and PC2 comprised 19.3%. Open circles: control; dark gray squares: mild CDH; black squares: mod/severe CDH. The central point of each cluster is represented by filled circles (light gray: control; dark gray: mild CDH; black: mod/severe CDH).
Maxternal Blood Cytokines – Median (IQR)
| Control | All CDH | Mild CDH | Mod/Severe CDH | p-values | Tau | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Control vs | Mild vs | Control vs | Control vs | Tau | ||||||||||
| EGF | 53.3 | (19.1–144) | 62.3 | (24.4–90.6) | 62.7 | (24.3–89.3) | 62.3 | (34.7–160) | 0.828 | 0.512 | 0.665 | 0.823 | 0.705 | 0.056 |
| Eotaxin | 63.7 | (42.3–83.3) | 46.1 | (31.5–64.7) | 36.5 | (31.5–48.9) | 50.3 | (31.7–68.5) | 0.174 | 0.454 | 0.331 | 0.198 | 0.279 | −0.158 |
| 87.7 | (54.6–139) | 42.3 | (23.7–94.9) | 67.7 | (31.4–130) | 38.3 | (23.2–78.0) | 0.454 | 0.287 | |||||
| Flt-3 Ligand | 1.6 | (1.6–13.7) | 1.6 | (1.6–8.8) | 1.6 | (1.6–8.8) | 1.6 | (1.6–5.3) | 0.247 | 0.906 | 0.303 | 0.745 | 0.260 | −0.143 |
| Fractalkine | 87.3 | (49.8–111) | 65.8 | (24.0–86.5) | 75.8 | (67.3–82.3) | 43.1 | (19.7–92.8) | 0.082 | 0.349 | 0.077 | 0.401 | 0.055 | −0.278 |
| GRO (CXCL-1) | 299 | (147–844) | 302 | (173–590) | 215 | (80.5–453) | 350.7 | (177–671) | 0.664 | 0.303 | 0.829 | 0.218 | 0.907 | −0.019 |
| IL-3 | 1.6 | (1.6–1.6) | 1.6 | (1.6–3.4) | 1.6 | (1.6–1.6) | 1.6 | (1.6–3.8) | 0.601 | 0.780 | 0.541 | 0.916 | 0.572 | 0.069 |
| IP-10 | 286 | (176–407) | 310 | (192–501) | 170 | (142–274) | 369.1 | (303–512) | 0.550 | 0.061 | 0.097 | 0.179 | 0.279 | 0.158 |
| MCP-1 | 122 | (86.4–189) | 140 | (95.8–310) | 146 | (75.5–310) | 133.5 | (98.7–284) | 0.828 | 0.851 | 0.801 | 0.955 | 0.886 | 0.023 |
| MCP-3 | 11.4 | (3.3–15.8) | 12.9 | (7.9–17.9) | 15.1 | (7.9–17.9) | 12.2 | (7.6–20.3) | 0.377 | 0.963 | 0.449 | 0.519 | 0.410 | 0.120 |
| 834 | (567–980) | 532 | (379–704) | 474 | (323–568) | 534.0 | (392–787) | 0.512 | 0.028 | |||||
| MIP-1α | 16.2 | (1.6–46.3) | 10.5 | (1.6–15.0) | 7.2 | (1.6–13.8) | 12.1 | (1.6–15.1) | 0.124 | 0.705 | 0.203 | 0.234 | 0.174 | −0.195 |
| MIP-1β | 42.1 | (29.0–96.1) | 39.8 | (31.2–55.2) | 54.3 | (25.6–91.8) | 36.3 | (31.7–46.1) | 0.913 | 0.303 | 0.614 | 0.576 | 0.705 | −0.056 |
| TGFα | 11.9 | (7.0–28.7) | 12.4 | (9.2–17.5) | 10.7 | (9.1–12.3) | 14.6 | (10.4–24.4) | 0.724 | 0.160 | 0.407 | 0.576 | 0.473 | 0.105 |
| 60.9 | (42.6–86.2) | 32.7 | (7.6–47.8) | 32.0 | (10.8–43.5) | 32.7 | (1.6–75.2) | 0.925 | 0.061 | |||||
| PDGF-AA | 1931 | (1042–2784) | 1589 | (1267–2869) | 1589 | (880–2127) | 1575 | (1313–3210) | 0.910 | 0.399 | 0.773 | 0.454 | 0.924 | 0.016 |
| PDGF-AB/BB | 36237 | (16649–78132) | 31357 | (22955–55653) | 31357 | (16252–39709) | 32290 | (23839–60122) | 0.865 | 0.598 | 0.885 | 0.533 | 0.989 | −0.004 |
| RANTES | 80305 | (41946–137830) | 41484 | (37907–67696) | 38303 | (30878–38957) | 58660 | (39695–80603) | 0.113 | 0.035 | 0.449 | 0.029 | 0.332 | −0.142 |
| G-CSF | 21.8 | (8.1–48.5) | 30.7 | (1.7–46.6) | 21.3 | (9.0–69.4) | 36.4 | (1.6–44.6) | 0.765 | 0.925 | 0.773 | 0.867 | 0.764 | −0.045 |
| GM-CSF | 33.3 | (20.2–51.1) | 28.1 | (10.7–39.1) | 25.4 | (20.7–36.0) | 28.1 | (10.0–48.9) | 0.158 | 0.779 | 0.280 | 0.218 | 0.205 | −0.184 |
| IFNα2 | 27.1 | (21.1–51.4) | 34.5 | (22.1–41.2) | 26.6 | (18.9–34.2) | 35.9 | (27.5–42.2) | 0.654 | 0.190 | 0.482 | 0.867 | 0.433 | 0.114 |
| IFNγ | 6.8 | (5.1–13.4) | 4.9 | (3.0–8.0) | 4.4 | (3.8–6.0) | 5.2 | (2.5–8.7) | 0.115 | 0.999 | 0.207 | 0.198 | 0.133 | −0.278 |
| IL-1α | 3.5 | (1.6–17.3) | 15.3 | (1.6–28.0) | 7.0 | (1.6–18.5) | 17.8 | (1.6–31.1) | 0.224 | 0.504 | 0.187 | 0.637 | 0.179 | 0.188 |
| IL-1β | 6.7 | (1.6–43.1) | 8.6 | (1.6–21.6) | 8.6 | (1.6–25.5) | 8.6 | (1.6–20.8) | 0.580 | 0.772 | 0.770 | 0.495 | 0.661 | −0.064 |
| IL-1rα | 47.5 | (19.7–185) | 118 | (15.4–161) | 80.5 | (14.6–118) | 128 | (37.1–171) | 0.407 | 0.512 | 0.358 | 0.779 | 0.334 | 0.141 |
| IL-6 | 5.1 | (1.6–11.0) | 9.6 | (1.9–26.5) | 10.5 | (2.0–26.5) | 7.3 | (1.7–26.9) | 0.200 | 0.888 | 0.316 | 0.269 | 0.235 | 0.171 |
| IL-8 | 27.6 | (7.5–163) | 19.5 | (5.1–78.8) | 17.9 | (8.2–45.7) | 23.2 | (4.8–90.6) | 0.568 | 0.999 | 0.540 | 0.823 | 0.593 | −0.079 |
| IL-9 | 1.6 | (1.6–1.6) | 1.6 | (1.6–2.4) | 1.6 | (1.6–1.6) | 1.6 | (1.6–2.5) | 0.581 | 0.472 | 0.353 | 0.744 | 0.470 | 0.094 |
| IL-10 | 3.4 | (1.6–9.8) | 1.6 | (1.6–14.3) | 1.6 | (1.6–2.3) | 6.2 | (1.6–18.4) | 0.809 | 0.368 | 0.679 | 0.255 | 0.999 | 0.002 |
| IL-12(p40) | 14.9 | (1.6–37.7) | 1.6 | (1.6–53.7) | 1.6 | (1.6–21.3) | 21.1 | (1.6–57.0) | 0.909 | 0.537 | 0.654 | 0.351 | 0.967 | 0.008 |
| IL-12(p70) | 4.7 | (1.6–13.7) | 2.9 | (1.6–8.2) | 2.9 | (2.3–19.8) | 3.2 | (1.4–7.7) | 0.549 | 0.303 | 0.330 | 0.779 | 0.396 | −0.124 |
| sIL-2Rα | 1.6 | (1.6–1.6) | 1.6 | (1.6–1.6) | 2.7 | (1.6–27.5) | 1.6 | (1.6–1.6) | 0.795 | 0.062 | 0.266 | 0.343 | 0.453 | −0.081 |
| TNFα | 7.2 | (5.4–11.3) | 5.8 | (4.6–7.6) | 6.3 | (4.8–9.1) | 5.8 | (4.5–7.5) | 0.109 | 0.454 | 0.105 | 0.433 | 0.083 | −0.251 |
| sCD40L | 12885 | (6443–27625) | 11475 | (6747–15551) | 12222 | (8877–14548) | 10604 | (5697–18695) | 0.462 | 0.833 | 0.540 | 0.574 | 0.520 | −0.095 |
Wilcoxon rank-sum test;
Wilcoxon rank-sum test with Bonferroni-adjusted alpha=0.017;
Kendall’s tau-c test between Control, Mild CDH and Mod/Severe CDH groups
IQR: interquartile range; EGF: epidermal growth factor; FGF: fibroblast growth factor; GRO (CXCL-1): chemokine (C-X-C motif ligand)-1; MCP: monocyte chemotactic protein; MDC: macrophage derived chemokine; MIP: macrophage inflammatory protein; TGF: transforming growth factor; VEGF: vascular endothelial growth factor; PDGF: platelet-derived growth factor; RANTES: regulated and normal T cell expressed and secreted.
Data not shown for IL-2, IL-4, IL-5, IL-7, IL-13, IL-15, IL-17 and TNFβ.
Cytokines with significant p-values are boldfaced.
Figure 2Maternal biomarkers in CDH. A. Levels of growth factors and chemokines in maternal blood in unaffected controls (white bars), patients with mild CDH (light gray bars), and patients with mod/severe CDH (dark gray bars). The horizontal line represents the median for each group. *= p<0.02 with the Kendall’s Tau-c test for trend across groups. Control: n=22, Mild CDH n=6, Moderate-to-Severe CDH: n=12. FGF: fibroblast growth factor; MDC: macrophage derived chemokine; VEGF: vascular endothelial growth factor. B. Supervised principal component analysis (sPCA) of biomarkers in maternal blood. Biomarkers found to be significantly correlated with severity using the Kendall’s Tau-c test were entered into a sPCA. PC1 comprised 35.4% of the total variability and PC2 comprised 19.3%. Open circles: control; dark gray squares: mild CDH; black squares: mod/severe CDH. The central point of each cluster is represented by filled circles (light gray: control; dark gray: mild CDH; black: mod/severe CDH).
Figure 3Maternal-fetal cellular trafficking. Percentage of maternal cells in cord blood (A) and of fetal cells in maternal blood (B) in unaffected controls (white circles) and patients with CDH stratified by disease severity (mild CDH: middle column, gray circles; mod/severe CDH: third column, black circles). The horizontal line represents the median for each group. Samples with no microchimerism detected were graphed as 10−4 (the lower limit of detection) to allow visualization on the log scale. Control n=17; Mild CDH n=5 in A, n=6 in B; Moderate-to-Severe CDH n=12 in A, n=11 in B. *: p<0.002 with Kendall’s Tau-c for trend across groups; p<0.003 between control and moderate-to-severe CDH by Wilcoxon rank-sum. Light gray circles in the moderate-to-severe group in panel A represent patients who underwent tracheal occlusion.