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The Role of Blood Oxygen Level Dependent Signal Variability in Pediatric Neuroscience: A Systematic Review

Background: As pediatric BOLD Signal Variability (SV) analysis is relatively novel, there is a need to provide a foundational framework that gives researchers an entry point into engaging with the topic. This begins with clarifying the definition of BOLD signal variability by identifying and categor...

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Autores principales: Dinatolo, Michael F., Pur, Daiana Roxana, Eagleson, Roy, de Ribaupierre, Sandrine
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10382051/
https://www.ncbi.nlm.nih.gov/pubmed/37511962
http://dx.doi.org/10.3390/life13071587
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author Dinatolo, Michael F.
Pur, Daiana Roxana
Eagleson, Roy
de Ribaupierre, Sandrine
author_facet Dinatolo, Michael F.
Pur, Daiana Roxana
Eagleson, Roy
de Ribaupierre, Sandrine
author_sort Dinatolo, Michael F.
collection PubMed
description Background: As pediatric BOLD Signal Variability (SV) analysis is relatively novel, there is a need to provide a foundational framework that gives researchers an entry point into engaging with the topic. This begins with clarifying the definition of BOLD signal variability by identifying and categorizing the various metrics utilized to measure BOLD SV. Methods: A systematic review of the literature was conducted. Inclusion criteria were restricted to studies utilizing any metric of BOLD SV and with individuals younger than 18 in the study population. The definition of BOLD SV was any measure of intra-individual variability in the BOLD signal. Five databases were searched: Psychinfo, Healthstar, MEDLINE, Embase, and Scopus. Results: A total of 17 observational studies, including male (n = 1796) and female (n = 1324) pediatric participants were included. Eight studies quantified variability as the amount of deviation from the average BOLD signal, seven used complexity-based metrics, three used correlation measures of variability, and one used the structure of the hemodynamic response function. In this study, 10 methods of quantifying signal variability were identified. Associations and trends in BOLD SV were commonly found with age, factors specific to mental and/or neurological disorders such as attention deficit disorder, epilepsy, psychotic symptoms, and performance on psychological and behavioral tasks. Conclusions: BOLD SV is a potential biomarker of neurodevelopmental and neurological conditions and symptom severity in mental disorders for defined pediatric populations. Studies that establish clinical trends and identify the mechanisms underlying BOLD SV with a low risk of bias are needed before clinical applications can be utilized by physicians.
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spelling pubmed-103820512023-07-29 The Role of Blood Oxygen Level Dependent Signal Variability in Pediatric Neuroscience: A Systematic Review Dinatolo, Michael F. Pur, Daiana Roxana Eagleson, Roy de Ribaupierre, Sandrine Life (Basel) Systematic Review Background: As pediatric BOLD Signal Variability (SV) analysis is relatively novel, there is a need to provide a foundational framework that gives researchers an entry point into engaging with the topic. This begins with clarifying the definition of BOLD signal variability by identifying and categorizing the various metrics utilized to measure BOLD SV. Methods: A systematic review of the literature was conducted. Inclusion criteria were restricted to studies utilizing any metric of BOLD SV and with individuals younger than 18 in the study population. The definition of BOLD SV was any measure of intra-individual variability in the BOLD signal. Five databases were searched: Psychinfo, Healthstar, MEDLINE, Embase, and Scopus. Results: A total of 17 observational studies, including male (n = 1796) and female (n = 1324) pediatric participants were included. Eight studies quantified variability as the amount of deviation from the average BOLD signal, seven used complexity-based metrics, three used correlation measures of variability, and one used the structure of the hemodynamic response function. In this study, 10 methods of quantifying signal variability were identified. Associations and trends in BOLD SV were commonly found with age, factors specific to mental and/or neurological disorders such as attention deficit disorder, epilepsy, psychotic symptoms, and performance on psychological and behavioral tasks. Conclusions: BOLD SV is a potential biomarker of neurodevelopmental and neurological conditions and symptom severity in mental disorders for defined pediatric populations. Studies that establish clinical trends and identify the mechanisms underlying BOLD SV with a low risk of bias are needed before clinical applications can be utilized by physicians. MDPI 2023-07-19 /pmc/articles/PMC10382051/ /pubmed/37511962 http://dx.doi.org/10.3390/life13071587 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Systematic Review
Dinatolo, Michael F.
Pur, Daiana Roxana
Eagleson, Roy
de Ribaupierre, Sandrine
The Role of Blood Oxygen Level Dependent Signal Variability in Pediatric Neuroscience: A Systematic Review
title The Role of Blood Oxygen Level Dependent Signal Variability in Pediatric Neuroscience: A Systematic Review
title_full The Role of Blood Oxygen Level Dependent Signal Variability in Pediatric Neuroscience: A Systematic Review
title_fullStr The Role of Blood Oxygen Level Dependent Signal Variability in Pediatric Neuroscience: A Systematic Review
title_full_unstemmed The Role of Blood Oxygen Level Dependent Signal Variability in Pediatric Neuroscience: A Systematic Review
title_short The Role of Blood Oxygen Level Dependent Signal Variability in Pediatric Neuroscience: A Systematic Review
title_sort role of blood oxygen level dependent signal variability in pediatric neuroscience: a systematic review
topic Systematic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10382051/
https://www.ncbi.nlm.nih.gov/pubmed/37511962
http://dx.doi.org/10.3390/life13071587
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