A Multiscale Mathematical Model for Fetal Gas Transport and Regulatory Systems During Second Half of Pregnancy

IF 2.4 4区 医学 Q3 ENGINEERING, BIOMEDICAL International Journal for Numerical Methods in Biomedical Engineering Pub Date : 2024-12-03 DOI:10.1002/cnm.3881
Bettine G. Van Willigen, M. Beatrijs van der Hout-van der Jagt, Wouter Huberts, Frans N. van de Vosse
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Abstract

Fetal asphyxia, a condition resulting from the combined effects of hypoxia and hypercapnia, leads to approximately 900,000 annual deaths worldwide. One cause is umbilical cord compression during labor-induced uterine contractions, disrupting the transport of metabolites to and from the placenta, and resulting in asphyxia. Current fetal well-being assessment relies on monitoring fetal heart rate and uterine contractions as indicators of oxygen delivery to the brain. To enhance our understanding of this complex relationship, this study aims to develop a modular mathematical model including fetal blood gas dynamics, the autonomic nervous system, and cerebral blood flow regulation. The novelty of this study lies in the capability of the model to simulate fetal growth. These submodels are part of a larger multiscale mathematical model describing fetal circulation in the second half of pregnancy. The blood gas model realistically replicates partial oxygen and carbon dioxide pressures in umbilical arteries and veins during healthy fetal development reported in the literature. An in silico experiment is conducted to simulate umbilical cord occlusion and is compared with lamb experiments to verify the realism of the regulation models during fetal growth. Our findings suggest that premature infants are more susceptible to umbilical cord occlusion, exhibiting elevated cerebral perfusion pressure and flow. This modular mathematical model may serve as a valuable tool for testing hypotheses related to the fetal regulatory system.

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妊娠后半期胎儿气体输送和调节系统的多尺度数学模型。
胎儿窒息是缺氧和高碳酸血症共同作用的结果,全世界每年约有90万人死亡。一个原因是分娩引起的子宫收缩时脐带受压,扰乱了代谢物进出胎盘的运输,导致窒息。目前的胎儿健康评估依赖于监测胎儿心率和子宫收缩作为向大脑输送氧气的指标。为了加深我们对这种复杂关系的理解,本研究旨在建立一个包含胎儿血气动力学、自主神经系统和脑血流调节的模块化数学模型。本研究的新颖之处在于该模型能够模拟胎儿生长。这些子模型是描述妊娠后半期胎儿循环的更大的多尺度数学模型的一部分。血气模型真实地复制了文献中报道的健康胎儿发育期间脐带动脉和静脉中的部分氧气和二氧化碳压力。利用计算机模拟脐带闭合实验,并与羔羊实验进行对比,验证了胎儿生长过程中调节模型的真实性。我们的研究结果表明,早产儿更容易出现脐带闭塞,表现为脑灌注压和血流升高。这种模块化的数学模型可以作为一个有价值的工具来测试有关胎儿调节系统的假设。
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来源期刊
International Journal for Numerical Methods in Biomedical Engineering
International Journal for Numerical Methods in Biomedical Engineering ENGINEERING, BIOMEDICAL-MATHEMATICAL & COMPUTATIONAL BIOLOGY
CiteScore
4.50
自引率
9.50%
发文量
103
审稿时长
3 months
期刊介绍: All differential equation based models for biomedical applications and their novel solutions (using either established numerical methods such as finite difference, finite element and finite volume methods or new numerical methods) are within the scope of this journal. Manuscripts with experimental and analytical themes are also welcome if a component of the paper deals with numerical methods. Special cases that may not involve differential equations such as image processing, meshing and artificial intelligence are within the scope. Any research that is broadly linked to the wellbeing of the human body, either directly or indirectly, is also within the scope of this journal.
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