| Literature DB >> 35126658 |
Chun Chen1, Bingchun Lin2, Meiqi Wang1, Chuanzhong Yang1.
Abstract
To explore the association of the biochemical markers after birth with BPD-PAH, factors independently predicting BPD-PAH risk were identified by multivariate logistic regression. Cut off values were determined by plotting receiver-operator curve (ROC), for the sake of dichotomizing continuous variables that showed independent relation with BPD-PAH risk. The results show that uric acid (UC) and blood urea nitrogen (BUN) contents markedly increased among infants experiencing BPD-PAH in comparison with those without BPD-PAH (11.6 vs. 9.7 mmol/L, P = 0.006 and 482.0 vs. 249.0 μmol/L, P < 0.001, separately). As shown by multivariate logistic regression, serum BUN levels (OR = 1.143) and uric acid levels (OR = 1.034) were important risk factors for BPD-PAH. Through a lot of experiments, the effectiveness and the advanced nature of the framework proposed in this paper are proved effectively. The framework proposed in this paper can provide some reference and thinking for follow-up research.Entities:
Year: 2022 PMID: 35126658 PMCID: PMC8816595 DOI: 10.1155/2022/3914818
Source DB: PubMed Journal: Appl Bionics Biomech ISSN: 1176-2322 Impact factor: 1.781
Figure 1Infant selection flowchart.
Clinical characteristics by pulmonary arterial hypertension associated with bronchopulmonary dysplasia.
| Variables | Infants with no BPD-PAH ( | Infants suffering BPD-PAH ( |
|
|
|---|---|---|---|---|
| ∗Gestational age (Wks) | 26.5 (25.4, 27.2) | 26.0 (25.0, 26.4) | -1.965 |
|
| ∗BW (g) | 900 (750, 1030) | 730 (620, 885) | -3.072 |
|
| Gender (male) | 120 (56.3%) | 10 (47.6%) | 0.589 | 0.443 |
| Antenatal steroid treatment | 151 (70.9)% | 18 (85.7%) | 2.093 | 0. 148 |
| Cesarean section delivery | 84 (25.4%) | 6 (28.6%) | 0. 104 | 0.747 |
| Gestational diabetes mellitus (GDM) | 17 (8.0%) | 3 (14.3%) | 0.972 | 0.324 |
| Maternal hypertension n | 6 (2.8%) | 2 (9.5%) | 2.604 | 0. 107 |
| PPROM | 74 (34.7%) | 11 (52.4%) | 2.571 | 0. 109 |
| Conception by ART | 48 (22.5%) | 6 (14.3%) | 0.392 | 0.531 |
| ∗1-minute Apgar score | 8 (5, 9) | 6 (5, 8) | -1.407 | 0. 159 |
| ∗5-minute Apgar score | 10 (9, 10) | 10 (8, 10) | -1.697 | 0.090 |
| Surfactant treatment | 171 (80.3%) | 18 (85.7%) | 0.363 | 0.847 |
| Mechanical ventilation | 106 (49.8%) | 13 (61.9%) | 1. 127 | 0.288 |
| PDA | 84 (39.4%) | 16 (76.2%) | 10.552 |
|
| SGA | 9 (4.2%) | 5 (23.8%) | 13.034 | ≤ |
| NRDS | 201 (94.4%) | 19 (90.5%) | 0.514 | 0.473 |
| Early-onset sepsis | 42 (19.7%) | 12 (57. 1%) | 15.082 | ≤ |
| IVH grade 3 or 4 | 45 (21. 1%) | 6 (28.6%) | 0.622 | 0.430 |
| ROP | 71 (33.3%) | 12 (57. 1%) | 4.734 |
|
Values in ∗median (IQR) or no. (%). BW: birth weight; PPROM: preterm premature rupture of the membranes; GDM: gestational diabetes mellitus; ART: assisted reproductive technology; SGA: small for gestational age; PDA: patent ductus arteriosus; NRDS: neonatal respiratory distress syndrome; ROP: retinopathy of prematurity; IVH: intraventricular hemorrhage.
Biochemical markers features in 234 EPIs based on BPD-PAH.
| Variables | Infants without BPD-PAH ( | Infants with BPD-PAH ( |
|
|
|---|---|---|---|---|
| ALT (U/L) | 8.0 (6.0, 8.0) | 8.0 (7.0, 9.5) | -1.857 | 0.063 |
| AST (U/L) | 30.0 (21.0, 75.0) | 55.0 (26.5, 75.0) | -1.125 | 0.261 |
| BUN (mmol/L) | 9.7 (2.0, 13.7) | 11.6 (10.3, 13.4) | -2.761 |
|
| UC ( | 249.0 (120.5, 335.5) | 482.0 (403.0, 567.0) | -6.902 | ≤ |
| Scr ( | 73.0 (53.0, 114.5) | 93.0 (47.0, 121.0) | -1.415 | 0.157 |
Values in median (IQR). The test was carried out in 7 days postbirth. ALT: alanine aminotransferase; AST: aspartate aminotransferase; BUN: blood urea nitrogen; UC: uric acid; Scr: serum creatinine.
Multivariate logistic regression on factors independently predicting the BPD-PAH risk.
| Variables |
| S.E. | Wald |
| OR (95% CI) |
|---|---|---|---|---|---|
| BW (g) | -0.006 | 0.003 | 3.910 | 0.048 | 0.994 (0.989, 1.000) |
| Gestational age (Wks) | 0.330 | 0.405 | 0.663 | 0.415 | 1.391 (0.629, 3.079) |
| Early-onset sepsis | 1.556 | 0.508 | 9.372 | 0.002 | 4.737 (1.750, 12.826) |
| PDA | 1.322 | 0.553 | 5.703 | 0.017 | 3.749 (1.267, 11.091) |
| SGA | 1.925 | 0.710 | 7.358 | 0.007 | 6.857 (1.706, 27.564) |
| BUN (mmol/L) | 0. 134 | 0.052 | 6.726 | 0.010 | 1. 143 (1.033, 1.265) |
| UC ( | 0.034 | 0.008 | 18.405 | ≤0.001 | 1.034 (1.019, 1.051) |
BW: birth weight; SGA small for gestational age; PDA: patent ductus arteriosus; UC: uric acid; BUN: blood urea nitrogen.
Cut off value determination for uric acid and bun to discriminate BPD-PAH.
| Variable | AUC | Sensitivity | Specificity | Youden's index | Cut of value |
|---|---|---|---|---|---|
| BUN (mmol/L) | 0.682 | 0.905 | 0.84 | 0.444 | 9.9 |
| Uric acid ( | 0.957 | 0.857 | 0.92 | 0.777 | 397.0 |