目的 探讨早产儿支气管肺发育不良(bronchopulmonary dysplasia, BPD)的高危因素,建立风险预测模型。 方法 回顾性收集2022年1—12月在上海市儿童医院新生儿重症监护病房住院的早产儿资料,根据2018年美国国立儿童健康与人类发展研究所发布的BPD诊断标准,将其分为非BPD组(
n=84)和BPD组(
n=36),比较两组患儿及孕母的临床资料。通过单因素及逐步回归多因素分析筛选出BPD发生的高危因素,构建风险预测模型。 结果 早产儿出生胎龄<28周、无创呼吸支持时间、合并感染性肺炎及孕母合并绒毛膜羊膜炎均为BPD发生的独立危险因素(
P<0.05)。基于这些危险因素构建预测BPD发生的列线图模型,得到受试者操作特征曲线下面积是0.93,列线图校准曲线斜率趋近于1;拟合优度检验显示该模型拟合较好(
χ2![]()
![]()
=8.287,
P=0.406)。 结论 早产儿出生胎龄<28周、无创呼吸支持时间、合并感染性肺炎及孕母合并绒毛膜羊膜炎是BPD发生的独立危险因素。
Abstract
Objective To investigate the risk factors for bronchopulmonary dysplasia (BPD) in preterm infants, and to establish a risk prediction model. Methods A total of 120 preterm infants who were admitted to the neonatal intensive care unit of Shanghai Children's Hospital from January to December 2022 were included. According to the diagnostic criteria for BPD released by the National Institute of Child Health and Human Development in 2018, they were divided into a non-BPD group (84 infants) and a BPD group (36 infants). The clinical data of the infants and their mothers were compared between the two groups. The univariate analysis and the stepwise multivariate regression analysis were used to identify the risk factors for BPD and establish a risk prediction model. Results The results showed that a gestational age of <28 weeks, duration of noninvasive respiratory support, comorbidity with infectious pneumonia, and chorioamnionitis in the mother were independent risk factors for BPD in preterm infants (P<0.05). A nomogram model for predicting the development of BPD was established based on the risk factors, with an area under the receiver operating characteristic curve of 0.93, and the calibration curve of this nomogram had a slope of about 1. The goodness-of-fit test indicated the model fitted well (χ2=8.287, P=0.406). Conclusions A gestational age of <28 weeks, duration of noninvasive respiratory support, comorbidity with infectious pneumonia, and chorioamnionitis in the mother are independent risk factors for BPD in preterm infants.
关键词
支气管肺发育不良 /
危险因素 /
风险预测模型 /
早产儿
Key words
Bronchopulmonary dysplasia /
Risk factor /
Risk prediction model /
Preterm infant
{{custom_sec.title}}
{{custom_sec.title}}
{{custom_sec.content}}
参考文献
1 Bonadies L, Zaramella P, Porzionato A, et al. Present and future of bronchopulmonary dysplasia[J]. J Clin Med, 2020, 9(5): 1539. PMID: 32443685. PMCID: PMC7290764. DOI: 10.3390/jcm9051539.
2 Voynow JA. "New" bronchopulmonary dysplasia and chronic lung disease[J]. Paediatr Respir Rev, 2017,24:17-18. PMID: 28697967. DOI: 10.1016/j.prrv.2017.06.006.
3 Lavoie PM, Rayment JH. Genetics of bronchopulmonary dysplasia: an update[J]. Semin Perinatol, 2023, 47(6): 151811. PMID: 37775368. DOI: 10.1016/j.semperi.2023.151811.
4 Gilfillan M, Bhandari A, Bhandari V. Diagnosis and management of bronchopulmonary dysplasia[J]. BMJ, 2021, 375: n1974. PMID: 34670756. DOI: 10.1136/bmj.n1974.
5 Williams E, Greenough A. Advances in treating bronchopulmonary dysplasia[J]. Expert Rev Respir Med, 2019, 13(8): 727-735. PMID: 31244360. DOI: 10.1080/17476348.2019.1637738.
6 Principi N, Di Pietro GM, Esposito S. Bronchopulmonary dysplasia: clinical aspects and preventive and therapeutic strategies[J]. J Transl Med, 2018, 16(1): 36. PMID: 29463286. PMCID: PMC5819643. DOI: 10.1186/s12967-018-1417-7.
7 Watterberg KL, Demers LM, Scott SM, et al. Chorioamnionitis and early lung inflammation in infants in whom bronchopulmonary dysplasia develops[J]. Pediatrics, 1996, 97(2): 210-215. PMID: 8584379.
8 Villamor-Martinez E, álvarez-Fuente M, Ghazi AMT, et al. Association of chorioamnionitis with bronchopulmonary dysplasia among preterm infants: a systematic review, meta-analysis, and metaregression[J]. JAMA Netw Open, 2019, 2(11): e1914611. PMID: 31693123. PMCID: PMC6865274. DOI: 10.1001/jamanetworkopen.2019.14611.
9 Costa S, Fattore S, De Santis M, et al. Effect of acute histologic chorioamnionitis on bronchopulmonary dysplasia and mortality rate among extremely low gestational age neonates: a retrospective case-control study[J]. Int J Gynaecol Obstet, 2024, 165(3): 1040-1046. PMID: 38108543. DOI: 10.1002/ijgo.15290.
10 Cunha GS, Mezzacappa-Filho F, Ribeiro JD. Risk factors for bronchopulmonary dysplasia in very low birth weight newborns treated with mechanical ventilation in the first week of life[J]. J Trop Pediatr, 2005, 51(6): 334-340. PMID: 15927945. DOI: 10.1093/tropej/fmi051.
11 Jiang S, Yan W, Li S, et al. Mortality and morbidity in infants <34 weeks' gestation in 25 NICUs in China: a prospective cohort study[J]. Front Pediatr, 2020, 8: 33. PMID: 32117838. PMCID: PMC7031923. DOI: 10.3389/fped.2020.00033.
12 Shah J, Jefferies AL, Yoon EW, et al. Risk factors and outcomes of late-onset bacterial sepsis in preterm neonates born at <32 weeks' gestation[J]. Am J Perinatol, 2015, 32(7): 675-682. PMID: 25486288. DOI: 10.1055/s-0034-1393936.
13 Ohlin A, Bj?rkman L, Serenius F, et al. Sepsis as a risk factor for neonatal morbidity in extremely preterm infants[J]. Acta Paediatr, 2015, 104(11): 1070-1076. PMID: 26118325. DOI: 10.1111/apa.13104.
14 Salimi U, Dummula K, Tucker MH, et al. Postnatal sepsis and bronchopulmonary dysplasia in premature infants: mechanistic insights into "New BPD"[J]. Am J Respir Cell Mol Biol, 2022, 66(2): 137-145. PMID: 34644520. PMCID: PMC8845139. DOI: 10.1165/rcmb.2021-0353PS.
15 Lapcharoensap W, Kan P, Powers RJ, et al. The relationship of nosocomial infection reduction to changes in neonatal intensive care unit rates of bronchopulmonary dysplasia[J]. J Pediatr, 2017, 180: 105-109.e1. PMID: 27742123. DOI: 10.1016/j.jpeds.2016.09.030.
16 Shi W, Chen Z, Shi L, et al. Early antibiotic exposure and bronchopulmonary dysplasia in very preterm infants at low risk of early-onset sepsis[J]. JAMA Netw Open, 2024,7(6):e2418831. PMID: 38935376. PMCID: PMC11211957. DOI: 10.1001/jamanetworkopen.2024.18831.
17 Ting JY, Synnes A, Roberts A, et al. Association between antibiotic use and neonatal mortality and morbidities in very low-birth-weight infants without culture-proven sepsis or necrotizing enterocolitis[J]. JAMA Pediatr, 2016, 170(12): 1181-1187. PMID: 27775765. DOI: 10.1001/jamapediatrics.2016.2132.
18 Cantey JB, Huffman LW, Subramanian A, et al. Antibiotic exposure and risk for death or bronchopulmonary dysplasia in very low birth weight infants[J]. J Pediatr, 2017, 181: 289-293.e1. PMID: 27908652. DOI: 10.1016/j.jpeds.2016.11.002.
19 Novitsky A, Tuttle D, Locke RG, et al. Prolonged early antibiotic use and bronchopulmonary dysplasia in very low birth weight infants[J]. Am J Perinatol, 2015, 32(1): 43-48. PMID: 24792766. DOI: 10.1055/s-0034-1373844.
20 Alonso-Ojembarrena A, Martínez-Díaz JV, Lechuga-Sancho AM, et al. Broad spectrum antibiotics in newborns increase multi-drug resistant infections[J]. J Chemother, 2019, 31(2): 81-85. PMID: 30676292. DOI: 10.1080/1120009X.2018.1556832.
21 Zhou Y, Shan G, Sodergren E, et al. Longitudinal analysis of the premature infant intestinal microbiome prior to necrotizing enterocolitis: a case-control study[J]. PLoS One, 2015, 10(3): e0118632. PMID: 25741698. PMCID: PMC4351051. DOI: 10.1371/journal.pone.0118632.
22 Bennet R, Eriksson M, Nord CE. The fecal microflora of 1-3-month-old infants during treatment with eight oral antibiotics[J]. Infection, 2002, 30(3): 158-160. PMID: 12120942. DOI: 10.1007/s15010-002-2140-z.
23 Kitsommart R, Limrungsikul A, Tongsawang N, et al. Impact of level of neonatal care on phlebotomy and blood transfusion in extremely low birthweight infants: a prospective, multicenter, observational study[J]. Front Pediatr, 2023, 11: 1238402. PMID: 37724088. PMCID: PMC10505442. DOI: 10.3389/fped.2023.1238402.
24 Ofman G, Perez M, Farrow KN. Early low-dose hydrocortisone: is the neurodevelopment affected?[J]. Perinatol, 2018, 38(6): 636-638. PMID: 29467523. PMCID: PMC6030452. DOI: 10.1038/s41372-018-0086-y.
25 Cooke RW, Drury JA, Yoxall CW, et al. Blood transfusion and chronic lung disease in preterm infants[J]. Eur J Pediatr, 1997, 156(1): 47-50. PMID: 9007491. DOI: 10.1007/s004310050551.
基金
2023年“科技兴蒙”上海交通大学行动计划专项项目(2023XYJG0001-01-09);2023年上海市儿童医院院级临床研究培育专项(2023YLY02)。