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早产儿的哭声特征与 2 岁时的发育和行为结果。

Acoustic Cry Characteristics in Preterm Infants and Developmental and Behavioral Outcomes at 2 Years of Age.

机构信息

Brown Center for the Study of Children at Risk, Women and Infants Hospital of Rhode Island, Providence.

Thompson Center for Autism and Neurodevelopmental Disorders, University of Missouri, Columbia.

出版信息

JAMA Netw Open. 2023 Feb 1;6(2):e2254151. doi: 10.1001/jamanetworkopen.2022.54151.

Abstract

IMPORTANCE

Acoustic cry characteristics have been associated with severe medical problems in newborns. However, little is known about the utility of neonatal acoustic cry characteristics in the prediction of long-term outcomes of very preterm infants.

OBJECTIVES

To evaluate whether acoustic characteristics of infant cry at neonatal intensive care unit (NICU) discharge are associated with behavioral and developmental outcomes at age 2 years in infants born very preterm.

DESIGN, SETTING, AND PARTICIPANTS: Infants born less than 30 weeks postmenstrual age (PMA) were enrolled from April 2014 through June 2016 as part of a multicenter (9 US university affiliated NICUs) cohort study and followed to adjusted age 2 years. Reported analyses began on September 2021. Data were analyzed from September 2021 to September 2022.

EXPOSURES

The primary exposure was premature birth (<30 weeks PMA).

MAIN OUTCOMES AND MEASURES

Cries were recorded during a neurobehavioral examination administered during the week of NICU discharge. Cry episodes were analyzed using a previously published computerized system to characterize cry acoustics. Year-2 outcomes included the Bayley-III Composite scores, Child Behavior Checklist (CBCL) and the Modified Checklist for Autism in Toddlers (M-CHAT R/F), dichotomized using clinically significant cutoffs (<85 on Bayley Language, Cognitive and/or Motor Composite scores, T-score >63 on the CBCL Internalizing, Externalizing and/or Total Problem Scales and total M-CHAT R/F score >2).

RESULTS

Analyzed infants (363 participants) were primarily male (202 participants [55.65%]) and had a mean [SD] gestational age of 27.08 [1.95] weeks). Cross-validated random forest models revealed that cry acoustics were associated with 2-year outcomes. Tests of diagnostic odds ratios (DOR) revealed that infants who exhibited total problem behavior CBCL scores greater than 63 at age 2 years were 3.3 times more likely (95% CI, 1.44-7.49) to be identified as so by random forest model estimates relative to other infants (scores ≤63); this association was robust to adjustment for family-wise type-I error rates and covariate measures. Similar associations were observed for internalizing (DOR, 2.39; 95% CI, 1.04-5.47) and externalizing (DOR, 2.25; 95% CI, 1.12-4.54) scores on the CBCL, clinically significant language (DOR, 1.71; 95% CI, 1.10-2.67) and cognitive (DOR, 1.70; 95% CI, 1.00-2.88) scores on the Bayley-III, and a positive autism screen on the M-CHAT (DOR, 1.91; 95% CI, 1.05-3.44).

CONCLUSIONS AND RELEVANCE

In this cohort study of preterm infants, findings pointed to the potential use of acoustic cry characteristics in the early identification of risk for long-term developmental and behavioral deficits.

摘要

重要性

新生儿哭声的声学特征与严重的医学问题有关。然而,关于新生儿重症监护病房(NICU)出院时婴儿哭声的声学特征在预测极早产儿长期结局中的作用知之甚少。

目的

评估极早产儿 NICU 出院时的婴儿哭声特征是否与 2 岁时的行为和发育结局相关。

设计、地点和参与者:2014 年 4 月至 2016 年 6 月,作为一项多中心(9 家美国大学附属 NICU)队列研究的一部分,招募了胎龄小于 30 周的婴儿,并随访至调整年龄 2 岁。报告的分析于 2021 年 9 月开始。数据于 2021 年 9 月至 2022 年 9 月进行分析。

暴露情况

主要暴露是早产(<30 周 PMA)。

主要结局和测量

在 NICU 出院周进行的神经行为检查期间记录哭声。使用先前发表的计算机系统分析哭声发作,以描述哭声的声学特征。2 岁时的结果包括贝利-III 综合评分、儿童行为检查表(CBCL)和改良婴幼儿自闭症检查表(M-CHAT R/F),使用临床显著的截断值(贝利语言、认知和/或运动综合评分<85,CBCL 内部化、外部化和/或总问题量表 T 评分>63,M-CHAT R/F 总分>2)进行分类。

结果

分析的婴儿(363 名参与者)主要为男性(202 名[55.65%]),平均[SD]胎龄为 27.08[1.95]周)。交叉验证随机森林模型显示,哭声特征与 2 岁结局相关。诊断优势比(DOR)的检验表明,2 岁时表现出大于 63 的 CBCL 总分问题行为的婴儿,被随机森林模型估计识别为有问题的可能性是其他婴儿(评分≤63)的 3.3 倍(95%CI,1.44-7.49);这种关联在调整了全误差率和协变量措施后仍然稳健。类似的关联也见于 CBCL 的内部化(DOR,2.39;95%CI,1.04-5.47)和外部化(DOR,2.25;95%CI,1.12-4.54)评分,贝利-III 的临床显著语言(DOR,1.71;95%CI,1.10-2.67)和认知(DOR,1.70;95%CI,1.00-2.88)评分,以及 M-CHAT 的阳性自闭症筛查(DOR,1.91;95%CI,1.05-3.44)。

结论和相关性

在这项对早产儿的队列研究中,研究结果表明,在早期识别长期发育和行为缺陷的风险方面,声学哭声特征可能具有潜在的应用价值。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/da09/9892956/1aaa63765b74/jamanetwopen-e2254151-g001.jpg

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