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早产儿 EPIRMEX 队列的自动脑 MRI 指标:与 2 岁时神经发育结局的相关性。

Automated brain MRI metrics in the EPIRMEX cohort of preterm newborns: Correlation with the neurodevelopmental outcome at 2 years.

机构信息

Pediatric Radiology Department, Clocheville Hospital, CHRU of Tours, 37000 Tours, France; UMR 1253, iBrain, Université de Tours, Inserm, 37000 Tours, France.

UMR 1253, iBrain, Université de Tours, Inserm, 37000 Tours, France.

出版信息

Diagn Interv Imaging. 2021 Apr;102(4):225-232. doi: 10.1016/j.diii.2020.10.009. Epub 2020 Nov 10.

Abstract

PURPOSE

The purpose of this study was to identify in the EPIRMEX cohort the correlations between MRI brain metrics, including diffuse excessive high signal intensities (DEHSI) obtained with an automated quantitative method and neurodevelopmental outcomes at 2 years.

MATERIALS AND METHODS

A total of 390 very preterm infants (gestational age at birth≤32 weeks) who underwent brain MRI at term equivalent age at 1.5T (n=338) or 3T (n=52) were prospectively included. Using a validated algorithm, automated metrics of the main brain surfaces (cortical and deep gray matter, white matter, cerebrospinal fluid) and DEHSI with three thresholds were obtained. Linear adjust regressions were performed to assess the correlation between brain metrics with the ages and stages questionnaire (ASQ) score at 2 years.

RESULTS

Basal ganglia and thalami, cortex and white matter surfaces positively and significantly correlated with the global ASQ score. For all ASQ sub-domains, basal ganglia and thalami surfaces significantly correlated with the scores. DEHSI was present in 289 premature newborns (74%) without any correlation with the ASQ score. Metrics of DEHSI were greater at 3T than at 1.5T.

CONCLUSION

Brain MRI metrics obtained in our multicentric cohort correlate with the neurodevelopmental outcome at 2 years of age. The quantitative detection of DEHSI is not predictive of adverse outcomes. Our automated algorithm might easily provide useful predictive information in daily practice.

摘要

目的

本研究旨在 EPIRMEX 队列中确定 MRI 脑测量值(包括使用自动定量方法获得的弥漫性过度高信号强度 (DEHSI))与 2 岁时神经发育结局之间的相关性。

材料和方法

共前瞻性纳入 390 名极早产儿(出生胎龄≤32 周),在足月龄时行 1.5T(n=338)或 3T(n=52)脑 MRI 检查。使用经过验证的算法,获得主要脑表面(皮质和深部灰质、白质、脑脊液)和三个阈值的 DEHSI 的自动测量值。进行线性调整回归以评估脑测量值与 2 岁时年龄和发育阶段问卷 (ASQ) 评分之间的相关性。

结果

基底节和丘脑、皮质和白质表面与整体 ASQ 评分呈正相关且具有显著相关性。对于所有 ASQ 子域,基底节和丘脑表面与评分均显著相关。289 名早产儿(74%)存在 DEHSI,但与 ASQ 评分无相关性。DEHSI 的指标在 3T 比 1.5T 更高。

结论

我们的多中心队列中获得的脑 MRI 测量值与 2 岁时的神经发育结局相关。DEHSI 的定量检测不能预测不良结局。我们的自动算法可能在日常实践中提供有用的预测信息。

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