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发育医学电子杂志  2025, Vol. 13 Issue (1): 47-55    DOI: 10.3969/j.issn.2095-5340.2025.01.007
  围产医学   论著 |新生儿 |
基于潜在类别分析探讨血红蛋白对新生儿高胆红素血症并发急性胆红素脑病的影响
杨小婷 王珍 陈艳
合肥京东方医院 儿科,安徽 合肥 231000
Effect of hemoglobin on neonatal hyperbilirubinemia complicated with acute bilirubin encephalopathy based on latent class analysis
Yang Xiaoting, Wang Zhen, Chen Yan
Department of Pediatrics, Hefei BOE Hospital, Anhui, Hefei 231000, China
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摘要 【摘要】 目的  基于潜在类别分析探讨不同血红蛋白表达水平的高胆红素血症并发急性胆红素脑病
(acute bilirubin encephalopathy,ABE)的影响因素分布特征。 方法 采用回顾性研究方法,选取2015 年
1 月至2023 年1 月合肥京东方医院新生儿重症监护(neonatal intensive care unit,NICU)收治的180 例新
生儿高胆红素血症患儿作为研究对象,根据是否发生ABE 将其分为ABE 组(n=48)和非ABE 组(n=132),对比分析2 组患儿的一般资料、血常规指标和肾功能指标。采用多因素Logistic 回归分析探讨影响高胆红素血症患儿并发ABE 的独立影响因素以及血红蛋白与ABE 的独立相关性。采用潜在类别分析法
比较不同血红蛋白表达水平的高胆红素血症患儿并发ABE 的影响因素分布特征。统计学方法采用χ2
检验、t 检验。 结果 180 例高胆红素血症患儿并发ABE 的概率为26.67%(48/180)。ABE 组患儿胎
龄低于非ABE 组[(38.2±0.6)周与(38.5±0.6)周,t=2.484,P<0.05]、顺产比例低于非ABE 组[43.75%
(21/48)与62.88%(83/132),χ2=5.280,P<0.05],血红蛋白、红细胞比容(hematocrit,HCT)、血清总胆红素(total serum bilirubin,TSB)水平均高于非ABE 组[(163±12) g/L 与(159±11) g/L,(48.2±7.8) % 与(45.1±6.5) %,(368.7±22.8) μmol/L 与(358.7±19.8) μmol/L,t 值分别为2.274、2.437、2.676,P 值均<0.05],ABO 溶血比例、Rh溶血比例、败血症比例均大于非 ABE 组 [16.67%( 8/48)与 5.30%( 7/132),8.33%( 4/48)与 1.52%(2/132),6.25%(3/48)与0.76%(1/132),χ2 值分别为5.950、5.078、4.887,P 值均<0.05)。多因素Logistic
回归分析结果显示,血红蛋白、HCT、TSB、ABO 溶血病、Rh 溶血病、败血症是高胆红素血症患儿并发
ABE 的独立危险因素。聚类分析结果显示,高胆红素血症患儿并发ABE 呈明显聚集性。将高胆红素
血症患儿分为并发ABE 高风险组(血红蛋白≥ 159.5 g/L)和并发ABE 低风险组(血红蛋白<159.5 g/L),
复发率分别为46.67%(35/75)和12.38%(13/105),差异有统计学意义(P<0.05)。潜在类别分析结果显示,并发ABE 高风险组和ABE 低风险组的影响因素可聚集成3 种潜在类别分布模式。并发ABE 高风险
组“危险因素较少分布”患儿比例明显低于并发ABE 低风险组,“血红蛋白较高分布”患儿比例明显高于并发ABE 低风险组。2 组“血红蛋白较低分布”患儿比例差异无统计学意义(P>0.05)。 结论  血红蛋白表达水平较高的高胆红素血症患儿应警惕ABE 的发生,需采取针对性措施,以提高对ABE 的诊断和预后
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关键词:  血红蛋白  新生儿高胆红素血症  急性胆红素脑病  潜在类别分析  影响因素    
Abstract: 【Abstract】 Objective To investigate the distribution characteristics of the influencing factorsof acute bilirubin encephalopathy (ABE) in hyperbilirubinemia children with different hemoglobin
expression levels based on latent class analysis. Method A total of 180 neonates with neonatal
hyperbilirubinemia admitted to neonatal intensive care unit (NICU) in Hefei BOE Hospital from January 2015 to January 2023 were retrospectively selected as the study objects. They were divided
into ABE group (n=48) and non-ABE group (n=132) according to whether ABE occurred or not. The
general data, blood routine indexes and renal function indexes of the two groups were compared and
analyzed. Multivariate Logistic regression analysis was used to explore the independent influencing factors
of ABE in children with hyperbilirubinemia and the independent correlation between hemoglobin and ABE.
The distribution characteristics of influencing factors of ABE in hyperbilirubinemia children with different
hemoglobin expression levels were compared by latent class analysis. Statistical methods performed by t-test, χ2 test. Result The incidence of ABE in 180 children with hyperbilirubinemia was 26.67% (48/180).The gestational age of children in ABE group was lower than that in non-ABE group [(38.2±0.6) weeksvs (38.5±0.6) weeks, t=2.484, P<0.05], and the proportion of normal birth in ABE group was lower thanthat in non-ABE group [43.75% (21/48) vs 62.88% (83/132), χ2=5.280, P<0.05]. The levels of hemoglobin,hematocrit (HCT) and total serum bilirubin (TSB) in ABE group were higher than those in non-ABE group[(163±12) g/L vs (159±11) g/L, (48.2±7.8)% vs (45.1±6.5)%, (368.7±22.8) μmol/L vs (358.7±19.8)μmol/L, t=2.274, 2.437, 2.676, all P<0.05]. The proportion of ABO hemolysis, Rh hemolysis and sepsis inABE group were higher than those in the non-ABE group [16.67% (8/48) and 5.30% (7/132), 8.33% (4/48)and 1.52% (2/132), 6.25% (3/48) and 0.76% (1/132) , χ2=5.950, 5.078 and 4.887, all P<0.05]. MultivariateLogistic regression analysis showed that hemoglobin, HCT, TSB, ABO hemolysis and Rh hemolysis wereindependent risk factors for children with hyperbilirubinemia complicated with ABE. The results of clusteranalysis showed that the children with hyperbilirubinemia combined with ABE showed obvious aggregation.The children with hyperbilirubinemia were divided into high-risk group combined with ABE (hemoglobin≥159.5 g/L) and low-risk group combined with ABE (hemoglobin <159.5 g/L), the recurrence rate was46.67% (35/75) and 12.38% (13/105), respectively, and the difference was statistically significant (P<0.05).The results of latent class analysis showed that the factors combining with ABE high-risk group and low-riskgroup could be aggregated into three latent class distribution patterns. The proportion of children with"less distribution of risk factors" in the high-risk group combined with ABE was significantly lower thanthat in the low-risk group combined with ABE, and the proportion of children with "higher hemoglobindistribution" was significantly higher than that in the low-risk group combined with ABE. There was nosignificant difference in the proportion of children with "low hemoglobin distribution" between the two groups (P>0.05). Conclusion  Hyperbilirubinemia children with high hemoglobin expression level should be alert to the occurrence of ABE and take targeted measures to improve the diagnosis and prognosis of ABE.
Key words:  Hemoglobin    Neonatal hyperbilirubinemia    Acute bilirubin encephalopathy    Latent class analysis    Influencing factors
收稿日期:  2023-08-14                     发布日期:  2025-01-26     
通讯作者:  杨小婷    E-mail:  12133122@qq.com
引用本文:    
杨小婷 王珍 陈艳. 基于潜在类别分析探讨血红蛋白对新生儿高胆红素血症并发急性胆红素脑病的影响[J]. 发育医学电子杂志, 2025, 13(1): 47-55.
Yang Xiaoting, Wang Zhen, Chen Yan. Effect of hemoglobin on neonatal hyperbilirubinemia complicated with acute bilirubin encephalopathy based on latent class analysis. Journal of Developmental Medicine(Electronic Version), 2025, 13(1): 47-55.
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