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Effects of weather and season on human brain volume

We present an exploratory cross-sectional analysis of the effect of season and weather on Freesurfer-derived brain volumes from a sample of 3,279 healthy individuals collected on two MRI scanners in Hartford, CT, USA over a 15 year period. Weather and seasonal effects were analyzed using a single li...

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Autores principales: Book, Gregory A., Meda, Shashwath A., Janssen, Ronald, Dager, Alecia D., Poppe, Andrew, Stevens, Michael C., Assaf, Michal, Glahn, David, Pearlson, Godfrey D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7990212/
https://www.ncbi.nlm.nih.gov/pubmed/33760826
http://dx.doi.org/10.1371/journal.pone.0236303
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author Book, Gregory A.
Meda, Shashwath A.
Janssen, Ronald
Dager, Alecia D.
Poppe, Andrew
Stevens, Michael C.
Assaf, Michal
Glahn, David
Pearlson, Godfrey D.
author_facet Book, Gregory A.
Meda, Shashwath A.
Janssen, Ronald
Dager, Alecia D.
Poppe, Andrew
Stevens, Michael C.
Assaf, Michal
Glahn, David
Pearlson, Godfrey D.
author_sort Book, Gregory A.
collection PubMed
description We present an exploratory cross-sectional analysis of the effect of season and weather on Freesurfer-derived brain volumes from a sample of 3,279 healthy individuals collected on two MRI scanners in Hartford, CT, USA over a 15 year period. Weather and seasonal effects were analyzed using a single linear regression model with age, sex, motion, scan sequence, time-of-day, month of the year, and the deviation from average barometric pressure, air temperature, and humidity, as covariates. FDR correction for multiple comparisons was applied to groups of non-overlapping ROIs. Significant negative relationships were found between the left- and right- cerebellum cortex and pressure (t = -2.25, p = 0.049; t = -2.771, p = 0.017). Significant positive relationships were found between left- and right- cerebellum cortex and white matter between the comparisons of January/June and January/September. Significant negative relationships were found between several subcortical ROIs for the summer months compared to January. An opposing effect was observed between the supra- and infra-tentorium, with opposite effect directions in winter and summer. Cohen’s d effect sizes from monthly comparisons were similar to those reported in recent psychiatric big-data publications, raising the possibility that seasonal changes and weather may be confounds in large cohort studies. Additionally, changes in brain volume due to natural environmental variation have not been reported before and may have implications for weather-related and seasonal ailments.
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spelling pubmed-79902122021-04-05 Effects of weather and season on human brain volume Book, Gregory A. Meda, Shashwath A. Janssen, Ronald Dager, Alecia D. Poppe, Andrew Stevens, Michael C. Assaf, Michal Glahn, David Pearlson, Godfrey D. PLoS One Research Article We present an exploratory cross-sectional analysis of the effect of season and weather on Freesurfer-derived brain volumes from a sample of 3,279 healthy individuals collected on two MRI scanners in Hartford, CT, USA over a 15 year period. Weather and seasonal effects were analyzed using a single linear regression model with age, sex, motion, scan sequence, time-of-day, month of the year, and the deviation from average barometric pressure, air temperature, and humidity, as covariates. FDR correction for multiple comparisons was applied to groups of non-overlapping ROIs. Significant negative relationships were found between the left- and right- cerebellum cortex and pressure (t = -2.25, p = 0.049; t = -2.771, p = 0.017). Significant positive relationships were found between left- and right- cerebellum cortex and white matter between the comparisons of January/June and January/September. Significant negative relationships were found between several subcortical ROIs for the summer months compared to January. An opposing effect was observed between the supra- and infra-tentorium, with opposite effect directions in winter and summer. Cohen’s d effect sizes from monthly comparisons were similar to those reported in recent psychiatric big-data publications, raising the possibility that seasonal changes and weather may be confounds in large cohort studies. Additionally, changes in brain volume due to natural environmental variation have not been reported before and may have implications for weather-related and seasonal ailments. Public Library of Science 2021-03-24 /pmc/articles/PMC7990212/ /pubmed/33760826 http://dx.doi.org/10.1371/journal.pone.0236303 Text en © 2021 Book et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Book, Gregory A.
Meda, Shashwath A.
Janssen, Ronald
Dager, Alecia D.
Poppe, Andrew
Stevens, Michael C.
Assaf, Michal
Glahn, David
Pearlson, Godfrey D.
Effects of weather and season on human brain volume
title Effects of weather and season on human brain volume
title_full Effects of weather and season on human brain volume
title_fullStr Effects of weather and season on human brain volume
title_full_unstemmed Effects of weather and season on human brain volume
title_short Effects of weather and season on human brain volume
title_sort effects of weather and season on human brain volume
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7990212/
https://www.ncbi.nlm.nih.gov/pubmed/33760826
http://dx.doi.org/10.1371/journal.pone.0236303
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