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通过对孕龄和头围进行分位数回归来对胎儿皮质发育进行建模:一项前瞻性的横断面研究。

Modeling fetal cortical development by quantile regression for gestational age and head circumference: a prospective cross sectional study.

机构信息

Department of Obstetrics and Gynecology Fondazione Policlinico Tor Vergata, Università di Roma Tor Vergata, Rome, Italy.

Department of Obstetrics and Gynecology, Università Roma La Sapienza, Rome, Italy.

出版信息

J Perinat Med. 2023 Aug 21;51(9):1212-1219. doi: 10.1515/jpm-2023-0176. Print 2023 Nov 27.

DOI:10.1515/jpm-2023-0176
PMID:37596832
Abstract

OBJECTIVES

To develop charts for fetal brain cortical structures following a proposed standardized methodology and using quantile regression.

METHODS

Prospective cross-sectional study including 344 low-risk singleton pregnancies between 19 and 34 weeks of gestation. The depth of Sylvian (SF), Parieto-occipital (POF) and Calcarine fissures (CF) were measured on ultrasound images using a standardized technique and their changes were evaluated by quantile regression as a function of gestational age (GA) interval or head circumference (HC).

RESULTS

The measurements of SF, POF and CF depth significantly increased with gestation. Linear models better described the changes of cortical variables with GA and HC. When the fit of sulci depth with GA and HC were compared, a close relationship was highlighted for the latter variable.

CONCLUSIONS

We provided prospective charts of fetal cortical development using quantile regression and following a strict standardized methodology These new charts may help in better identifying cases at higher risk of abnormal cortical neurodevelopment.

摘要

目的

使用分位数回归方法,按照既定的标准化方案,制定胎儿大脑皮质结构图表。

方法

本前瞻性横断面研究纳入了 344 例孕龄 19 至 34 周的低危单胎妊娠。使用标准化技术,在超声图像上测量外侧裂(SF)、顶枕裂(POF)和距状裂(CF)的深度,并通过分位数回归评估其随孕龄(GA)间隔或头围(HC)的变化。

结果

SF、POF 和 CF 深度的测量值随孕龄显著增加。线性模型更好地描述了皮质变量随 GA 和 HC 的变化。当比较脑回深度与 GA 和 HC 的拟合情况时,后者的相关性更强。

结论

我们使用分位数回归和严格的标准化方法提供了胎儿皮质发育的前瞻性图表。这些新图表可能有助于更好地识别皮质神经发育异常风险较高的病例。

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本文引用的文献

1
Malformation of cortical development with abnormal cortex: early ultrasound diagnosis between 14 and 24 weeks of gestation.皮质发育畸形伴皮质异常:14-24 孕周的早期超声诊断。
Ultrasound Obstet Gynecol. 2023 May;61(5):559-565. doi: 10.1002/uog.26139. Epub 2023 Apr 7.
2
Fetal brain biometry and cortical development after maternal SARS-CoV-2 infection in pregnancy: A prospective case-control study.母亲妊娠期间感染 SARS-CoV-2 后胎儿脑生物测量和皮质发育:一项前瞻性病例对照研究。
J Clin Ultrasound. 2023 May;51(4):639-643. doi: 10.1002/jcu.23382. Epub 2022 Oct 28.
3
Fetal brain biometry and cortical development in congenital heart disease: A prospective cross sectional study.
通过具有注意力机制的U-Net++可解释人工智能增强胎儿超声图像分割来推进产前保健。
Sci Rep. 2025 Jun 4;15(1):19612. doi: 10.1038/s41598-025-04631-y.
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Analysis of automatic fetal intracranial volume (ICV) measurement based on the optimized ultrasound Smart ICV method at 16-34 weeks of gestation.基于优化超声智能颅内体积法对孕16至34周胎儿颅内体积(ICV)自动测量的分析。
Quant Imaging Med Surg. 2024 Dec 5;14(12):9361-9373. doi: 10.21037/qims-24-1379. Epub 2024 Nov 20.
5
Sonographic Cortical Development and Anomalies in the Fetus: A Systematic Review and Meta-Analysis.胎儿超声皮质发育与异常:系统评价与荟萃分析
Biomedicines. 2024 Jun 24;12(7):1397. doi: 10.3390/biomedicines12071397.
6
Effects of umbilical vein flow on midbrain growth and cortical development in late onset fetal growth restricted fetuses: a prospective cross-sectional study.晚发型胎儿生长受限胎儿脐静脉血流对中脑生长和皮质发育的影响:一项前瞻性横断面研究。
J Perinat Med. 2024 Feb 1;52(4):423-428. doi: 10.1515/jpm-2023-0487. Print 2024 May 27.
先天性心脏病胎儿的脑生物测量与皮质发育:一项前瞻性横断面研究。
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Assessment of normal fetal cortical sulcus development.评估正常胎儿皮质沟回发育。
Arch Gynecol Obstet. 2022 Sep;306(3):735-743. doi: 10.1007/s00404-021-06334-x. Epub 2021 Nov 26.
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