| Literature DB >> 33760826 |
Gregory A Book1, Shashwath A Meda1, Ronald Janssen1, Alecia D Dager1,2, Andrew Poppe1, Michael C Stevens1,2, Michal Assaf1,2, David Glahn2,3, Godfrey D Pearlson1,2.
Abstract
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.Entities:
Year: 2021 PMID: 33760826 PMCID: PMC7990212 DOI: 10.1371/journal.pone.0236303
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240