TY - JOUR
T1 - Association between regional brain volumes and BMI z-score change over one year in children
AU - Masterson, Travis D.
AU - Bobak, Carly
AU - Rapuano, Kristina M.
AU - Shearrer, Grace E.
AU - Gilbert-Diamond, Diane
N1 - Funding Information:
This work is supported by: D.G.-D., Grant Numbers: NICHD076097 and R01HD092604, National Institute of Child Health and Human Development, https://www.nichd.nih.gov; T.D.M., Grant Numbers: NIDAT32DA037202, the Nation Institute of Drug Abuse, https://www.nida.nih.gov. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Publisher Copyright:
© 2019 Masterson et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
PY - 2019/9/1
Y1 - 2019/9/1
N2 - Purpose Associations between brain region volume and weight status have been observed in children cross-sectionally. However, it is unclear if differences in brain region volume precede weight gain. Methods Two high-quality structural brain images were obtained approximately one year apart in 53 children aged 9–12 years old. Children’s height and weight were also measured at each scan. Structural images were processed using the FreeSurfer software-package providing volume measures for regions of interest including the entorhinal cortex, nucleus accumbens, and hippocampus. Age- and sex-adjusted BMI z-scores (BMIz) were calculated at both timepoints. The association between brain region volume and BMIz was examined cross-sectionally using linear regression and longitudinally using structural equation modeling. All models were adjusted by estimated cranial volume to account for individual variation in head size and were corrected for multiple comparisons (pFDR<0.05). Results The sample of children was primarily healthy weight at baseline (79.78%). Cross-sectionally at the one-year follow-up, a positive relationship was observed between right hippocampal volume and BMIz (β = 0.43, 95% CI = (0.10, 0.77)). Longitudinally a negative relationship was observed between right entorhinal volume at baseline and BMIz at the one-year followup (β = −0.25, 95% CI = (−0.44, −0.07)). Conclusion These results suggest that measured volumes from certain regions of the brain that have been associated with BMI in adults are associated with both concurrent BMIz and BMIz change over one-year in a primarily healthy weight sample of children. As the entorhinal cortex integrates signals from both reward and control regions, this region may be particularly important to weight management during child development.
AB - Purpose Associations between brain region volume and weight status have been observed in children cross-sectionally. However, it is unclear if differences in brain region volume precede weight gain. Methods Two high-quality structural brain images were obtained approximately one year apart in 53 children aged 9–12 years old. Children’s height and weight were also measured at each scan. Structural images were processed using the FreeSurfer software-package providing volume measures for regions of interest including the entorhinal cortex, nucleus accumbens, and hippocampus. Age- and sex-adjusted BMI z-scores (BMIz) were calculated at both timepoints. The association between brain region volume and BMIz was examined cross-sectionally using linear regression and longitudinally using structural equation modeling. All models were adjusted by estimated cranial volume to account for individual variation in head size and were corrected for multiple comparisons (pFDR<0.05). Results The sample of children was primarily healthy weight at baseline (79.78%). Cross-sectionally at the one-year follow-up, a positive relationship was observed between right hippocampal volume and BMIz (β = 0.43, 95% CI = (0.10, 0.77)). Longitudinally a negative relationship was observed between right entorhinal volume at baseline and BMIz at the one-year followup (β = −0.25, 95% CI = (−0.44, −0.07)). Conclusion These results suggest that measured volumes from certain regions of the brain that have been associated with BMI in adults are associated with both concurrent BMIz and BMIz change over one-year in a primarily healthy weight sample of children. As the entorhinal cortex integrates signals from both reward and control regions, this region may be particularly important to weight management during child development.
UR - http://www.scopus.com/inward/record.url?scp=85072346833&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85072346833&partnerID=8YFLogxK
U2 - 10.1371/journal.pone.0221995
DO - 10.1371/journal.pone.0221995
M3 - Article
C2 - 31536539
AN - SCOPUS:85072346833
SN - 1932-6203
VL - 14
JO - PLoS One
JF - PLoS One
IS - 9
M1 - e0221995
ER -