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Simulation of Preterm Neonatal Brain Metabolism During Functional Neuronal Activation Using a Computational Model


Hapuarachchi, T; Scholkmann, F; Caldwell, M; Hagmann, C; Kleiser, S; Metz, A J; Pastewski, M; Wolf, M; Tachtsidis, I (2016). Simulation of Preterm Neonatal Brain Metabolism During Functional Neuronal Activation Using a Computational Model. Advances in Experimental Medicine and Biology, 876:111-120.

Abstract

We present a computational model of metabolism in the preterm neonatal brain. The model has the capacity to mimic haemodynamic and metabolic changes during functional activation and simulate functional near-infrared spectroscopy (fNIRS) data. As an initial test of the model's efficacy, we simulate data obtained from published studies investigating functional activity in preterm neonates. In addition we simulated recently collected data from preterm neonates during visual activation. The model is well able to predict the haemodynamic and metabolic changes from these observations. In particular, we found that changes in cerebral blood flow and blood pressure may account for the observed variability of the magnitude and sign of stimulus-evoked haemodynamic changes reported in preterm infants.

Abstract

We present a computational model of metabolism in the preterm neonatal brain. The model has the capacity to mimic haemodynamic and metabolic changes during functional activation and simulate functional near-infrared spectroscopy (fNIRS) data. As an initial test of the model's efficacy, we simulate data obtained from published studies investigating functional activity in preterm neonates. In addition we simulated recently collected data from preterm neonates during visual activation. The model is well able to predict the haemodynamic and metabolic changes from these observations. In particular, we found that changes in cerebral blood flow and blood pressure may account for the observed variability of the magnitude and sign of stimulus-evoked haemodynamic changes reported in preterm infants.

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Additional indexing

Item Type:Journal Article, refereed, original work
Communities & Collections:04 Faculty of Medicine > University Hospital Zurich > Clinic for Neonatology
Dewey Decimal Classification:610 Medicine & health
Language:English
Date:2016
Deposited On:09 Sep 2016 14:15
Last Modified:09 Sep 2016 14:22
Publisher:Springer
ISSN:0065-2598
Free access at:Publisher DOI. An embargo period may apply.
Publisher DOI:https://doi.org/10.1007/978-1-4939-3023-4_14
PubMed ID:26782202

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