The Association between Lifelong Greenspace Exposure and 3-Dimensional Brain Magnetic Resonance Imaging in Barcelona Schoolchildren

Proponents of the biophilia hypothesis believe that contact with nature, including green spaces, has a crucial role in brain development in children. Currently, however, we are not aware of evidence linking such exposure with potential effects on brain structure. We determined whether lifelong expos...

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Published inEnvironmental health perspectives Vol. 126; no. 2; pp. 027012 - 27019
Main Authors Dadvand, Payam, Pujol, Jesus, Macià, Dídac, Martínez-Vilavella, Gerard, Blanco-Hinojo, Laura, Mortamais, Marion, Alvarez-Pedrerol, Mar, Fenoll, Raquel, Esnaola, Mikel, Dalmau-Bueno, Albert, López-Vicente, Mónica, Basagaña, Xavier, Jerrett, Michael, Nieuwenhuijsen, Mark J., Sunyer, Jordi
Format Journal Article
LanguageEnglish
Published United States National Institute of Environmental Health Sciences 01.02.2018
Environmental Health Perspectives
Subjects
Online AccessGet full text
ISSN0091-6765
1552-9924
1552-9924
DOI10.1289/EHP1876

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Abstract Proponents of the biophilia hypothesis believe that contact with nature, including green spaces, has a crucial role in brain development in children. Currently, however, we are not aware of evidence linking such exposure with potential effects on brain structure. We determined whether lifelong exposure to residential surrounding greenness is associated with regional differences in brain volume based on 3-dimensional magnetic resonance imaging (3D MRI) among children attending primary school. We performed a series of analyses using data from a subcohort of 253 Barcelona schoolchildren from the Brain Development and Air Pollution Ultrafine Particles in School Children (BREATHE) project. We averaged satellite-based normalized difference vegetation index (NDVI) across 100-m buffers around all residential addresses since birth to estimate each participant's lifelong exposure to residential surrounding greenness, and we used high-resolution 3D MRIs of brain anatomy to identify regional differences in voxel-wise brain volume associated with greenness exposure. In addition, we performed a supporting substudy to identify regional differences in brain volume associated with measures of working memory ( from computerized -back tests) and inattentiveness (hit reaction time standard error from the Attentional Network Task instrument) that were repeated four times over one year. We also performed a second supporting substudy to determine whether peak voxel tissue volumes in brain regions associated with residential greenness predicted cognitive function test scores. Lifelong exposure to greenness was positively associated with gray matter volume in the left and right prefrontal cortex and in the left premotor cortex and with white matter volume in the right prefrontal region, in the left premotor region, and in both cerebellar hemispheres. Some of these regions partly overlapped with regions associated with cognitive test scores (prefrontal cortex and cerebellar and premotor white matter), and peak volumes in these regions predicted better working memory and reduced inattentiveness. Our findings from a study population of urban schoolchildren in Barcelona require confirmation, but they suggest that being raised in greener neighborhoods may have beneficial effects on brain development and cognitive function. https://doi.org/10.1289/EHP1876.
AbstractList BACKGROUND: Proponents of the biophilia hypothesis believe that contact with nature, including green spaces, has a crucial role in brain development in children. Currently, however, we are not aware of evidence linking such exposure with potential effects on brain structure. OBJECTIVE: We determined whether lifelong exposure to residential surrounding greenness is associated with regional differences in brain volume based on 3-dimensional magnetic resonance imaging (3D MRI) among children attending primary school. METHODS: We performed a series of analyses using data from a subcohort of 253 Barcelona schoolchildren from the Brain Development and Air Pollution Ultrafine Particles in School Children (BREATHE) project. We averaged satellite-based normalized difference vegetation index (NDVI) across 100-m buffers around all residential addresses since birth to estimate each participant’s lifelong exposure to residential surrounding greenness, and we used high-resolution 3D MRIs of brain anatomy to identify regional differences in voxel-wise brain volume associated with greenness exposure. In addition, we performed a supporting substudy to identify regional differences in brain volume associated with measures of working memory (d′ from computerized n-back tests) and inattentiveness (hit reaction time standard error from the Attentional Network Task instrument) that were repeated four times over one year. We also performed a second supporting substudy to determine whether peak voxel tissue volumes in brain regions associated with residential greenness predicted cognitive function test scores. RESULTS: Lifelong exposure to greenness was positively associated with gray matter volume in the left and right prefrontal cortex and in the left premotor cortex and with white matter volume in the right prefrontal region, in the left premotor region, and in both cerebellar hemispheres. Some of these regions partly overlapped with regions associated with cognitive test scores (prefrontal cortex and cerebellar and premotor white matter), and peak volumes in these regions predicted better working memory and reduced inattentiveness. CONCLUSION: Our findings from a study population of urban schoolchildren in Barcelona require confirmation, but they suggest that being raised in greener neighborhoods may have beneficial effects on brain development and cognitive function.
Background: Proponents of the biophilia hypothesis believe that contact with nature, including green spaces, has a crucial role in brain development in children. Currently, however, we are not aware of evidence linking such exposure with potential effects on brain structure.Objective: We determined whether lifelong exposure to residential surrounding greenness is associated with regional differences in brain volume based on 3-dimensional magnetic resonance imaging (3D MRI) among children attending primary school.Methods: We performed a series of analyses using data from a subcohort of 253 Barcelona schoolchildren from the Brain Development and Air Pollution Ultrafine Particles in School Children (BREATHE) project. We averaged satellite-based normalized difference vegetation index (NDVI) across 100-m buffers around all residential addresses since birth to estimate each participant’s lifelong exposure to residential surrounding greenness, and we used high-resolution 3D MRIs of brain anatomy to identify regional differences in voxel-wise brain volume associated with greenness exposure. In addition, we performed a supporting substudy to identify regional differences in brain volume associated with measures of working memory (d′ from computerized n-back tests) and inattentiveness (hit reaction time standard error from the Attentional Network Task instrument) that were repeated four times over one year. We also performed a second supporting substudy to determine whether peak voxel tissue volumes in brain regions associated with residential greenness predicted cognitive function test scores.Results: Lifelong exposure to greenness was positively associated with gray matter volume in the left and right prefrontal cortex and in the left premotor cortex and with white matter volume in the right prefrontal region, in the left premotor region, and in both cerebellar hemispheres. Some of these regions partly overlapped with regions associated with cognitive test scores (prefrontal cortex and cerebellar and premotor white matter), and peak volumes in these regions predicted better working memory and reduced inattentiveness.Conclusion: Our findings from a study population of urban schoolchildren in Barcelona require confirmation, but they suggest that being raised in greener neighborhoods may have beneficial effects on brain development and cognitive function.
Proponents of the biophilia hypothesis believe that contact with nature, including green spaces, has a crucial role in brain development in children. Currently, however, we are not aware of evidence linking such exposure with potential effects on brain structure.BACKGROUNDProponents of the biophilia hypothesis believe that contact with nature, including green spaces, has a crucial role in brain development in children. Currently, however, we are not aware of evidence linking such exposure with potential effects on brain structure.We determined whether lifelong exposure to residential surrounding greenness is associated with regional differences in brain volume based on 3-dimensional magnetic resonance imaging (3D MRI) among children attending primary school.OBJECTIVEWe determined whether lifelong exposure to residential surrounding greenness is associated with regional differences in brain volume based on 3-dimensional magnetic resonance imaging (3D MRI) among children attending primary school.We performed a series of analyses using data from a subcohort of 253 Barcelona schoolchildren from the Brain Development and Air Pollution Ultrafine Particles in School Children (BREATHE) project. We averaged satellite-based normalized difference vegetation index (NDVI) across 100-m buffers around all residential addresses since birth to estimate each participant's lifelong exposure to residential surrounding greenness, and we used high-resolution 3D MRIs of brain anatomy to identify regional differences in voxel-wise brain volume associated with greenness exposure. In addition, we performed a supporting substudy to identify regional differences in brain volume associated with measures of working memory (d' from computerized n-back tests) and inattentiveness (hit reaction time standard error from the Attentional Network Task instrument) that were repeated four times over one year. We also performed a second supporting substudy to determine whether peak voxel tissue volumes in brain regions associated with residential greenness predicted cognitive function test scores.METHODSWe performed a series of analyses using data from a subcohort of 253 Barcelona schoolchildren from the Brain Development and Air Pollution Ultrafine Particles in School Children (BREATHE) project. We averaged satellite-based normalized difference vegetation index (NDVI) across 100-m buffers around all residential addresses since birth to estimate each participant's lifelong exposure to residential surrounding greenness, and we used high-resolution 3D MRIs of brain anatomy to identify regional differences in voxel-wise brain volume associated with greenness exposure. In addition, we performed a supporting substudy to identify regional differences in brain volume associated with measures of working memory (d' from computerized n-back tests) and inattentiveness (hit reaction time standard error from the Attentional Network Task instrument) that were repeated four times over one year. We also performed a second supporting substudy to determine whether peak voxel tissue volumes in brain regions associated with residential greenness predicted cognitive function test scores.Lifelong exposure to greenness was positively associated with gray matter volume in the left and right prefrontal cortex and in the left premotor cortex and with white matter volume in the right prefrontal region, in the left premotor region, and in both cerebellar hemispheres. Some of these regions partly overlapped with regions associated with cognitive test scores (prefrontal cortex and cerebellar and premotor white matter), and peak volumes in these regions predicted better working memory and reduced inattentiveness.RESULTSLifelong exposure to greenness was positively associated with gray matter volume in the left and right prefrontal cortex and in the left premotor cortex and with white matter volume in the right prefrontal region, in the left premotor region, and in both cerebellar hemispheres. Some of these regions partly overlapped with regions associated with cognitive test scores (prefrontal cortex and cerebellar and premotor white matter), and peak volumes in these regions predicted better working memory and reduced inattentiveness.Our findings from a study population of urban schoolchildren in Barcelona require confirmation, but they suggest that being raised in greener neighborhoods may have beneficial effects on brain development and cognitive function. https://doi.org/10.1289/EHP1876.CONCLUSIONOur findings from a study population of urban schoolchildren in Barcelona require confirmation, but they suggest that being raised in greener neighborhoods may have beneficial effects on brain development and cognitive function. https://doi.org/10.1289/EHP1876.
Proponents of the biophilia hypothesis believe that contact with nature, including green spaces, has a crucial role in brain development in children. Currently, however, we are not aware of evidence linking such exposure with potential effects on brain structure. We determined whether lifelong exposure to residential surrounding greenness is associated with regional differences in brain volume based on 3-dimensional magnetic resonance imaging (3D MRI) among children attending primary school. We performed a series of analyses using data from a subcohort of 253 Barcelona schoolchildren from the Brain Development and Air Pollution Ultrafine Particles in School Children (BREATHE) project. We averaged satellite-based normalized difference vegetation index (NDVI) across 100-m buffers around all residential addresses since birth to estimate each participant's lifelong exposure to residential surrounding greenness, and we used high-resolution 3D MRIs of brain anatomy to identify regional differences in voxel-wise brain volume associated with greenness exposure. In addition, we performed a supporting substudy to identify regional differences in brain volume associated with measures of working memory ( from computerized -back tests) and inattentiveness (hit reaction time standard error from the Attentional Network Task instrument) that were repeated four times over one year. We also performed a second supporting substudy to determine whether peak voxel tissue volumes in brain regions associated with residential greenness predicted cognitive function test scores. Lifelong exposure to greenness was positively associated with gray matter volume in the left and right prefrontal cortex and in the left premotor cortex and with white matter volume in the right prefrontal region, in the left premotor region, and in both cerebellar hemispheres. Some of these regions partly overlapped with regions associated with cognitive test scores (prefrontal cortex and cerebellar and premotor white matter), and peak volumes in these regions predicted better working memory and reduced inattentiveness. Our findings from a study population of urban schoolchildren in Barcelona require confirmation, but they suggest that being raised in greener neighborhoods may have beneficial effects on brain development and cognitive function. https://doi.org/10.1289/EHP1876.
Author Sunyer, Jordi
Jerrett, Michael
Dadvand, Payam
Martínez-Vilavella, Gerard
López-Vicente, Mónica
Nieuwenhuijsen, Mark J.
Fenoll, Raquel
Pujol, Jesus
Macià, Dídac
Blanco-Hinojo, Laura
Basagaña, Xavier
Esnaola, Mikel
Dalmau-Bueno, Albert
Mortamais, Marion
Alvarez-Pedrerol, Mar
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– sequence: 2
  givenname: Jesus
  surname: Pujol
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  organization: MRI Research Unit, Radiology Department, Hospital del Mar, Barcelona, Catalonia, Spain, Centro Investigacion Biomedica en Red de Salud Mental, Barcelona, Catalonia, Spain
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  organization: MRI Research Unit, Radiology Department, Hospital del Mar, Barcelona, Catalonia, Spain, Centro Investigacion Biomedica en Red de Salud Mental, Barcelona, Catalonia, Spain
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  surname: Mortamais
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  surname: Alvarez-Pedrerol
  fullname: Alvarez-Pedrerol, Mar
  organization: ISGlobal, Barcelona, Catalonia, Spain, Pompeu Fabra University, Barcelona, Catalonia, Spain, CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
– sequence: 8
  givenname: Raquel
  surname: Fenoll
  fullname: Fenoll, Raquel
  organization: MRI Research Unit, Radiology Department, Hospital del Mar, Barcelona, Catalonia, Spain
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  surname: Esnaola
  fullname: Esnaola, Mikel
  organization: ISGlobal, Barcelona, Catalonia, Spain, Pompeu Fabra University, Barcelona, Catalonia, Spain, CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
– sequence: 10
  givenname: Albert
  surname: Dalmau-Bueno
  fullname: Dalmau-Bueno, Albert
  organization: ISGlobal, Barcelona, Catalonia, Spain, Pompeu Fabra University, Barcelona, Catalonia, Spain, CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
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  givenname: Mónica
  surname: López-Vicente
  fullname: López-Vicente, Mónica
  organization: ISGlobal, Barcelona, Catalonia, Spain, Pompeu Fabra University, Barcelona, Catalonia, Spain, CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
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  givenname: Xavier
  surname: Basagaña
  fullname: Basagaña, Xavier
  organization: ISGlobal, Barcelona, Catalonia, Spain, Pompeu Fabra University, Barcelona, Catalonia, Spain, CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
– sequence: 13
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  surname: Jerrett
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  organization: Department of Environmental Health Sciences, Fielding School of Public Health, University of California, Los Angeles, Los Angeles, California, USA
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  givenname: Mark J.
  surname: Nieuwenhuijsen
  fullname: Nieuwenhuijsen, Mark J.
  organization: ISGlobal, Barcelona, Catalonia, Spain, Pompeu Fabra University, Barcelona, Catalonia, Spain, CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
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  givenname: Jordi
  surname: Sunyer
  fullname: Sunyer, Jordi
  organization: ISGlobal, Barcelona, Catalonia, Spain, Pompeu Fabra University, Barcelona, Catalonia, Spain, CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain, IMIM-Parc Salut Mar, Barcelona, Catalonia, Spain
BackLink https://www.ncbi.nlm.nih.gov/pubmed/29504939$$D View this record in MEDLINE/PubMed
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ContentType Journal Article
Copyright Copyright National Institute of Environmental Health Sciences Feb 2018
Domini públic / Public domain info:eu-repo/semantics/openAccess http://creativecommons.org/publicdomain/mark/1.0
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Snippet Proponents of the biophilia hypothesis believe that contact with nature, including green spaces, has a crucial role in brain development in children....
Background: Proponents of the biophilia hypothesis believe that contact with nature, including green spaces, has a crucial role in brain development in...
BACKGROUND: Proponents of the biophilia hypothesis believe that contact with nature, including green spaces, has a crucial role in brain development in...
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SubjectTerms Air pollution
Biophilia
Brain
Brain research
Cerebellum
Cervell
Child development
Children
Cognition & reasoning
Cognitive ability
Computer memory
Cortex (premotor)
Data processing
Elementary school students
Exposure
Green infrastructure
Hemispheres
Infants
Magnetic resonance imaging
Medical imaging
Memory
Neighborhoods
Neuroimaging
NMR
Normalized difference vegetative index
Nuclear magnetic resonance
Outdoor air quality
Population studies
Prefrontal cortex
Reaction time
Reaction time task
Satellites
Schools
Short term memory
Standard error
Substantia alba
Substantia grisea
Urban areas
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Title The Association between Lifelong Greenspace Exposure and 3-Dimensional Brain Magnetic Resonance Imaging in Barcelona Schoolchildren
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