Numerical estimation of optimal limits of cerebral blood flow and oxygen partial pressure in brain tissue of preterm infants

IF 4.8 2区 医学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Irina Sidorenko , Andrey Kovtanyuk , Nadia Feddahi , Sabine Jahn , Eva Lück , Christian Brickmann , Ursula Felderhoff-Müser , Marcus Krüger , Hubert Kerschbaum , Renée Lampe
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Abstract

Background and Objective: For normal brain function, a sufficient supply of oxygen to resident cells is essential. A lack of oxygen delivery can cause irreversible neuronal damage within minutes. This situation is especially critical for preterm infants and can lead to lifelong mental and motor disabilities. Although cerebral blood flow (CBF) and tissue partial pressure of oxygen (PtO2) provide important information on oxygen delivery and consumption in the brain, appropriate clinically suitable measuring techniques are still lacking. Methods: Mathematical modeling of cerebral oxygen transport is a promising complementary approach for the assessment of PtO2 in the brain tissue of newborns. A nonlinear model of oxygen transport from capillaries to tissue was coupled with the cerebrovascular model for CBF calculation in preterm infants. The advantage of this mathematical method lies in its ability to estimate CBF and PtO2 from routinely measured parameters such as mean arterial blood pressure, hematocrit, arterial carbon dioxide and oxygen partial pressure. Results: The combined model was applied to estimate optimal limits of CBF and PtO2 in the brain tissue of preterm infants with gestational ages between 23 and 32 weeks of pregnancy using optimal values of medical parameters from clinical routine. Conclusions: The calculated optimal values can be used as additional parameters to assess the health condition of patients during the neonatal period.
早产儿脑血流和脑组织氧分压最佳限度的数值估计
背景与目的:对于正常的脑功能来说,为常驻细胞提供足够的氧气是必不可少的。缺氧会在几分钟内造成不可逆的神经损伤。这种情况对早产儿尤其严重,并可能导致终身精神和运动残疾。尽管脑血流量(CBF)和组织氧分压(PtO2)提供了脑内氧气输送和消耗的重要信息,但临床上仍然缺乏合适的测量技术。方法:脑氧运输的数学建模是评估新生儿脑组织中PtO2的一种有前途的补充方法。一个非线性模型的氧气输送从毛细血管到组织与脑血管模型相结合的计算CBF早产儿。这种数学方法的优点在于它能够从常规测量的参数(如平均动脉血压、红细胞压积、动脉二氧化碳和氧分压)中估计CBF和PtO2。结果:利用临床常规医学参数的最优值,应用联合模型估计23 ~ 32周早产儿脑组织CBF和PtO2的最佳限度。结论:计算出的最优值可作为评价新生儿期患者健康状况的附加参数。
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来源期刊
Computer methods and programs in biomedicine
Computer methods and programs in biomedicine 工程技术-工程:生物医学
CiteScore
12.30
自引率
6.60%
发文量
601
审稿时长
135 days
期刊介绍: To encourage the development of formal computing methods, and their application in biomedical research and medical practice, by illustration of fundamental principles in biomedical informatics research; to stimulate basic research into application software design; to report the state of research of biomedical information processing projects; to report new computer methodologies applied in biomedical areas; the eventual distribution of demonstrable software to avoid duplication of effort; to provide a forum for discussion and improvement of existing software; to optimize contact between national organizations and regional user groups by promoting an international exchange of information on formal methods, standards and software in biomedicine. Computer Methods and Programs in Biomedicine covers computing methodology and software systems derived from computing science for implementation in all aspects of biomedical research and medical practice. It is designed to serve: biochemists; biologists; geneticists; immunologists; neuroscientists; pharmacologists; toxicologists; clinicians; epidemiologists; psychiatrists; psychologists; cardiologists; chemists; (radio)physicists; computer scientists; programmers and systems analysts; biomedical, clinical, electrical and other engineers; teachers of medical informatics and users of educational software.
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