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Prediction of Gait Impairment in Toddlers Born Preterm From Near-Term Brain Microstructure Assessed With DTI, Using Exhaustive Feature Selection and Cross-Validation.利用DTI评估近期脑微结构,通过详尽特征选择和交叉验证预测早产儿学步期的步态障碍。
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2
Bronchopulmonary Dysplasia Is Associated with Altered Brain Volumes and White Matter Microstructure in Preterm Infants.支气管肺发育不良与早产儿脑容量和白质微观结构改变有关。
Neonatology. 2019;116(2):163-170. doi: 10.1159/000499487. Epub 2019 May 21.
3
Prediction of cognitive and motor development in preterm children using exhaustive feature selection and cross-validation of near-term white matter microstructure.使用近期白质微观结构的穷尽特征选择和交叉验证预测早产儿的认知和运动发育。
Neuroimage Clin. 2017 Nov 29;17:667-679. doi: 10.1016/j.nicl.2017.11.023. eCollection 2018.
4
Behavioral Problems and Socioemotional Competence at 18 to 22 Months of Extremely Premature Children.极早产儿18至22个月时的行为问题和社会情感能力
Pediatrics. 2017 Jun;139(6). doi: 10.1542/peds.2016-1043.
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Association between corpus callosum development on magnetic resonance imaging and diffusion tensor imaging, and neurodevelopmental outcome in neonates born very preterm.极早产儿磁共振成像和扩散张量成像的胼胝体发育与神经发育结局的关系
Dev Med Child Neurol. 2017 Apr;59(4):433-440. doi: 10.1111/dmcn.13364. Epub 2016 Dec 14.
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Neonatal diffusion tensor brain imaging predicts later motor outcome in preterm neonates with white matter abnormalities.新生儿扩散张量脑成像可预测患有白质异常的早产儿日后的运动结局。
Ital J Pediatr. 2016 Dec 1;42(1):104. doi: 10.1186/s13052-016-0309-9.
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Brain Volumes at Term-Equivalent Age in Preterm Infants: Imaging Biomarkers for Neurodevelopmental Outcome through Early School Age.早产儿足月等效年龄时的脑容量:直至学龄前期神经发育结局的影像学生物标志物
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Neuroimage. 2016 Mar;128:167-179. doi: 10.1016/j.neuroimage.2015.12.026. Epub 2015 Dec 19.
9
Neonatal brain microstructure correlates of neurodevelopment and gait in preterm children 18-22 mo of age: an MRI and DTI study.18 - 22月龄早产儿神经发育与步态的新生儿脑微观结构相关性:一项MRI和DTI研究
Pediatr Res. 2015 Dec;78(6):700-8. doi: 10.1038/pr.2015.157. Epub 2015 Aug 31.
10
Tract-Based Spatial Statistics in Preterm-Born Neonates Predicts Cognitive and Motor Outcomes at 18 Months.基于体素的空间统计学方法在早产儿中可预测18个月时的认知和运动结局。
AJNR Am J Neuroradiol. 2015 Aug;36(8):1565-71. doi: 10.3174/ajnr.A4312. Epub 2015 Apr 30.

近足月时桥脑小脑脚发育延迟预示早产儿神经发育异常。

Delayed Maturation of the Middle Cerebellar Peduncles at Near-Term Age Predicts Abnormal Neurodevelopment in Preterm Infants.

机构信息

Department of Biomedical Engineering, Hanyang University, Seoul, Republic of Korea.

Department of Pediatrics, Hanyang University College of Medicine, Seoul, Republic of Korea.

出版信息

Neonatology. 2021;118(1):37-46. doi: 10.1159/000512921. Epub 2021 Jan 27.

DOI:10.1159/000512921
PMID:33503618
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8117383/
Abstract

BACKGROUND

The infant brain grows quickly with elaborate microstructural development during the neonatal period. The white matter, during critical periods of development, is selectively vulnerable to altered maturation and impaired growth in very-low-birth-weight (VLBW) infants.

OBJECTIVE

To evaluate whether abnormal white matter maturation in VLBW infants is associated with poor neurodevelopmental outcomes at 18 months of corrected age.

METHODS

Between 2015 and 2017, we recruited 60 VLBW infants at 24-32 weeks of gestational age and 15 full-term controls. All participants underwent magnetic resonance imaging at near-term age and were assessed at 18 months of corrected age with the Bayley Scales of Infant and Toddler Development, Third Edition. The associations between regional white matter fractional anisotropy (FA) and mean diffusivity on diffusion tensor imaging (DTI) and developmental outcomes were explored using multivariable linear regression after correcting for gestational age, postmenstrual age at DTI scan, and maternal education level.

RESULTS

The FA values of the splenium of the corpus callosum (p = 0.032), corticospinal tract (p = 0.025), middle cerebellar peduncle (MCP) (p < 0.001), and cingulum (p = 0.043) were significantly related to cognitive scores; however, only the association corresponding to the MCP remained significant after correcting for multiple comparisons. The MCP FA (p = 0.008) was associated with motor scores after correction for multiple comparisons (p = 0.008). Cognitive impairment (area under the curve [AUC] = 0.823, 95% confidence interval [CI] = 0.722-0.911) and motor impairment (AUC = 0.776, 95% CI = 0.656-0.899) were predicted by MCP FA.

CONCLUSIONS

The FA of MCP at near-term age may predict developmental outcomes of VLBW infants at 18 months of corrected age.

摘要

背景

婴儿期大脑快速发育,在新生儿期有精细的微观结构发育。在极低出生体重(VLBW)婴儿的发育关键期,白质对外界改变成熟和生长受损特别敏感。

目的

评估 VLBW 婴儿的白质成熟异常是否与矫正胎龄 18 个月时的神经发育不良结局有关。

方法

2015 年至 2017 年间,我们招募了 60 名胎龄 24-32 周的 VLBW 婴儿和 15 名足月对照组婴儿。所有参与者均在近足月时进行磁共振成像,并在矫正胎龄 18 个月时接受贝利婴幼儿发育量表第三版评估。使用多元线性回归校正胎龄、磁共振成像时的校正后胎龄和母亲教育水平后,探讨弥散张量成像(DTI)上的各区域白质分数各向异性(FA)和平均扩散率与发育结果之间的相关性。

结果

胼胝体压部(p = 0.032)、皮质脊髓束(p = 0.025)、小脑上脚(MCP)(p < 0.001)和扣带(p = 0.043)的 FA 值与认知评分显著相关;然而,仅 MCP 的相关性在进行多次比较校正后仍然显著。MCP FA(p = 0.008)与校正后多比较的运动评分相关(p = 0.008)。MCP FA 可预测认知障碍(曲线下面积 [AUC] = 0.823,95%置信区间 [CI] = 0.722-0.911)和运动障碍(AUC = 0.776,95%CI = 0.656-0.899)。

结论

近足月时 MCP 的 FA 可能预测矫正胎龄 18 个月时 VLBW 婴儿的发育结果。