Effects of weather and season on human brain volume

被引:9
作者
Book, Gregory A. [1 ]
Meda, Shashwath A. [1 ]
Janssen, Ronald [1 ]
Dager, Alecia D. [1 ,2 ]
Poppe, Andrew [1 ]
Stevens, Michael C. [1 ,2 ]
Assaf, Michal [1 ,2 ]
Glahn, David [2 ,3 ]
Pearlson, Godfrey D. [1 ,2 ]
机构
[1] Hartford Hosp, Olin Neuropsychiat Res Ctr, Hartford, CT 06115 USA
[2] Yale Univ, Dept Psychiat, New Haven, CT 06520 USA
[3] Boston Childrens Hosp, Dept Psychiat, Boston, MA USA
关键词
MRI; ABNORMALITIES; PRESSURE; MIGRAINE; MOTION; ONSET;
D O I
10.1371/journal.pone.0236303
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
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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页数:16
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