White matter connectivity and aerobic fitness in male adolescents

https://doi.org/10.1016/j.dcn.2013.11.003Get rights and content
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Highlights

  • DTI was collected for 34 male adolescents, ages 15–17.

  • Aerobic fitness related to white matter connectivity in frontal and motor tracts.

  • HF had higher tractography streamline counts in CST and Fminor compared to LF.

  • A negative relationship was seen between VO2 peak and FA in the L CST.

  • Exercise is an important environmental factor to consider during neurodevelopment.

Abstract

Exercise has been shown to have positive effects on the brain and behavior throughout various stages of the lifespan. However, little is known about the impact of exercise on neurodevelopment during the adolescent years, particularly with regard to white matter microstructure, as assessed by diffusion tensor imaging (DTI). Both tract-based spatial statistics (TBSS) and tractography-based along-tract statistics were utilized to examine the relationship between white matter microstructure and aerobic exercise in adolescent males, ages 15–18. Furthermore, we examined the data by both (1) grouping individuals based on aerobic fitness self-reports (high fit (HF) vs. low fit (LF)), and (2) using VO2 peak as a continuous variable across the entire sample. Results showed that HF youth had an overall higher number of streamline counts compared to LF peers, which was driven by group differences in corticospinal tract (CST) and anterior corpus callosum (Fminor). In addition, VO2 peak was negatively related to FA in the left CST. Together, these results suggest that aerobic fitness relates to white matter connectivity and microstructure in tracts carrying frontal and motor fibers during adolescence. Furthermore, the current study highlights the importance of considering the environmental factor of aerobic exercise when examining adolescent brain development.

Abbreviations

AD
axial diffusion
AF
arcuate fasciculus
ATR
anterior thalamic radiations
BMI
body mass index
CST
corticospinal tract
DTI
diffusion tensor imaging
DWI
diffusion-weighted images
FA
fractional anisotropy
FACT
fiber assignment by continuous tracking
FDR
false discovery rate
Fmajor
forceps major
Fminor
forceps minor
FSL
FMRIB Software Library
HF
high-fit
IFO
inferior fronto-occipital fasciculus
ILF
inferior longitudinal fasciculus
IQ
general intelligence
L
left
LF
low-fit
LME
linear mixed-effects
M
mean
MNI
Montreal Neurological Institute
PDS
Pubertal Development Scale
PLQ
Personal Lifestyle Questionnaire
R
right
RD
radial diffusion
ROI
region of interest
SE
standard error
SES
socioeconomic status
TE
echo time
TI
inversion time
TR
repetition time
UNC
uncinate fasciculus
VO2 peak
peak aerobic uptake
YAAQ
Youth Adolescent Activity Questionnaire

Keywords

Adolescence
Aerobic exercise
White matter
Diffusion tensor imaging
Tractography

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