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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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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