Denser Retinal Microvascular Network Is Inversely Associated With Behavioral Outcomes and Sustained Attention in Children

Changes in geometry of the retinal microvascular network, including vessel width, vessel density, and tortuosity, have been associated with neurological disorders in adults. We investigated metrics of the retinal microvasculature in association with behavior and cognition in 8- to 12-year-old childr...

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Main Authors: Eline B. Provost, Tim S. Nawrot, Luc Int Panis, Arnout Standaert, Nelly D. Saenen, Patrick De Boever
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-01-01
Series:Frontiers in Neurology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fneur.2021.547033/full
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spelling doaj-80c963781c03431e96a7f63c4bcd6e232021-01-29T15:58:21ZengFrontiers Media S.A.Frontiers in Neurology1664-22952021-01-011210.3389/fneur.2021.547033547033Denser Retinal Microvascular Network Is Inversely Associated With Behavioral Outcomes and Sustained Attention in ChildrenEline B. Provost0Eline B. Provost1Tim S. Nawrot2Tim S. Nawrot3Luc Int Panis4Luc Int Panis5Arnout Standaert6Nelly D. Saenen7Patrick De Boever8Patrick De Boever9Patrick De Boever10Centre for Environmental Sciences, Hasselt University, Diepenbeek, BelgiumHealth Unit, Flemish Institute for Technological Research (VITO), Mol, BelgiumCentre for Environmental Sciences, Hasselt University, Diepenbeek, BelgiumDepartment of Public Health and Primary Care, Leuven University, Leuven, BelgiumHealth Unit, Flemish Institute for Technological Research (VITO), Mol, BelgiumSchool for Mobility, Hasselt University, Diepenbeek, BelgiumHealth Unit, Flemish Institute for Technological Research (VITO), Mol, BelgiumCentre for Environmental Sciences, Hasselt University, Diepenbeek, BelgiumCentre for Environmental Sciences, Hasselt University, Diepenbeek, BelgiumHealth Unit, Flemish Institute for Technological Research (VITO), Mol, BelgiumDepartment of Biology, University of Antwerp, Antwerp, BelgiumChanges in geometry of the retinal microvascular network, including vessel width, vessel density, and tortuosity, have been associated with neurological disorders in adults. We investigated metrics of the retinal microvasculature in association with behavior and cognition in 8- to 12-year-old children. Digital fundus images of 190 children (48.2% girls, mean age 9.9 years) were used to calculate retinal vessel diameters, fractal dimension, lacunarity, and tortuosity. Parents filled out a Strengths and Difficulties Questionnaire (SDQ) for behavioral screening. Cognitive performance testing included a computerized version of the Stroop test (selective attention), the Continuous Performance (sustained attention), the Digit-Symbol (visual scanning and information-processing speed) and the Pattern Comparison (visuospatial analytic ability) tests from the Neurobehavioral Evaluation System (NES3) battery. Retinal vessel geometry was significantly associated with the SDQ problem score, which increased with 1.1 points (95% CI: 0.3 to 1.9 points) per interquartile (IQR) increment in retinal fractal dimension, and decreased 1.4 points (95% CI: −2.4 to −0.4 points) or decreased 1.0 points (95% CI: −2.1 to 0.1 points) per IQR increment in retinal vascular lacunarity or tortuosity, respectively. Sensitivity analyses showed that results were driven by the hyperactivity/inattention and conduct problem scales of the SDQ. Correspondingly, mean reaction time on the Continuous Performance test increased by 11 ms (95% CI: 4.4 to 17.6 ms) with an IQR increase in fractal dimension. The results indicate that a denser retinal microvascular network, exemplified by a higher fractal dimension and lower lacunarity, are inversely associated with behavioral outcomes and sustained attention in children.https://www.frontiersin.org/articles/10.3389/fneur.2021.547033/fullretinamicrovasculaturegeometryfractal dimensionbehaviorcognition
collection DOAJ
language English
format Article
sources DOAJ
author Eline B. Provost
Eline B. Provost
Tim S. Nawrot
Tim S. Nawrot
Luc Int Panis
Luc Int Panis
Arnout Standaert
Nelly D. Saenen
Patrick De Boever
Patrick De Boever
Patrick De Boever
spellingShingle Eline B. Provost
Eline B. Provost
Tim S. Nawrot
Tim S. Nawrot
Luc Int Panis
Luc Int Panis
Arnout Standaert
Nelly D. Saenen
Patrick De Boever
Patrick De Boever
Patrick De Boever
Denser Retinal Microvascular Network Is Inversely Associated With Behavioral Outcomes and Sustained Attention in Children
Frontiers in Neurology
retina
microvasculature
geometry
fractal dimension
behavior
cognition
author_facet Eline B. Provost
Eline B. Provost
Tim S. Nawrot
Tim S. Nawrot
Luc Int Panis
Luc Int Panis
Arnout Standaert
Nelly D. Saenen
Patrick De Boever
Patrick De Boever
Patrick De Boever
author_sort Eline B. Provost
title Denser Retinal Microvascular Network Is Inversely Associated With Behavioral Outcomes and Sustained Attention in Children
title_short Denser Retinal Microvascular Network Is Inversely Associated With Behavioral Outcomes and Sustained Attention in Children
title_full Denser Retinal Microvascular Network Is Inversely Associated With Behavioral Outcomes and Sustained Attention in Children
title_fullStr Denser Retinal Microvascular Network Is Inversely Associated With Behavioral Outcomes and Sustained Attention in Children
title_full_unstemmed Denser Retinal Microvascular Network Is Inversely Associated With Behavioral Outcomes and Sustained Attention in Children
title_sort denser retinal microvascular network is inversely associated with behavioral outcomes and sustained attention in children
publisher Frontiers Media S.A.
series Frontiers in Neurology
issn 1664-2295
publishDate 2021-01-01
description Changes in geometry of the retinal microvascular network, including vessel width, vessel density, and tortuosity, have been associated with neurological disorders in adults. We investigated metrics of the retinal microvasculature in association with behavior and cognition in 8- to 12-year-old children. Digital fundus images of 190 children (48.2% girls, mean age 9.9 years) were used to calculate retinal vessel diameters, fractal dimension, lacunarity, and tortuosity. Parents filled out a Strengths and Difficulties Questionnaire (SDQ) for behavioral screening. Cognitive performance testing included a computerized version of the Stroop test (selective attention), the Continuous Performance (sustained attention), the Digit-Symbol (visual scanning and information-processing speed) and the Pattern Comparison (visuospatial analytic ability) tests from the Neurobehavioral Evaluation System (NES3) battery. Retinal vessel geometry was significantly associated with the SDQ problem score, which increased with 1.1 points (95% CI: 0.3 to 1.9 points) per interquartile (IQR) increment in retinal fractal dimension, and decreased 1.4 points (95% CI: −2.4 to −0.4 points) or decreased 1.0 points (95% CI: −2.1 to 0.1 points) per IQR increment in retinal vascular lacunarity or tortuosity, respectively. Sensitivity analyses showed that results were driven by the hyperactivity/inattention and conduct problem scales of the SDQ. Correspondingly, mean reaction time on the Continuous Performance test increased by 11 ms (95% CI: 4.4 to 17.6 ms) with an IQR increase in fractal dimension. The results indicate that a denser retinal microvascular network, exemplified by a higher fractal dimension and lower lacunarity, are inversely associated with behavioral outcomes and sustained attention in children.
topic retina
microvasculature
geometry
fractal dimension
behavior
cognition
url https://www.frontiersin.org/articles/10.3389/fneur.2021.547033/full
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