Karthik Prabhakaran1, David Roalf1, Mark Elliott1, Simon Vandekar1, Kosha Ruparel1, Ryan Hopson1, Efstathios D Gennatas1, Jeffrey Valdez1, Chad Jackson1, Theodore Satterthwaite1, Raquel Gur1, and Ruben Gur1
1University of Pennsylvania, Philadelphia, PA, United States
Synopsis
R2*, the
transverse relaxation rate was used to measure
iron deposition in the globus pallidus of 815
youth and young adults between the ages of 8 and 22. Significant iron deposition occurs in the globus
pallidus between the ages of 8 and 22 in accordance with previously described models of iron
deposition in the brain throughout the lifespan. Among adolescents (age 12-16) females had lower iron deposition in the
globus pallidus (p < 0.001) as compared to males, this may be related to adolescent females being especially susceptible to dietary iron deficiency because of poor dietary intake
in conjunction with high iron requirements related to rapid growth and
menstrual blood loss. Introduction
Iron is an essential nutrient in the human body, including
the brain-- especially during neurodevelopment. Both iron deficiency and iron overload present significant risks to
the development and function of the young brain. Iron in the brain can be
detected using magnetic resonance (MR) imaging and is visible on T2*-weighted
gradient-echo (GRE) images as hypointensity caused by field heterogeneity and
magnetic susceptibility effects [1]. R2* is the transverse relaxation rate measured
directly from multiecho GRE MR images acquired at different echo times
and is influenced by iron content. Increase in brain iron is part of normal
brain development, and has been observed to have maximal concentration in the
globus pallidus (GP) [2]. In this study we investigate iron deposition in the GP of healthy youth between the ages of 8 and 22.
Methods
Imaging protocol: Data was acquired in a subsample of
815 typically developing subjects from the Philadelphia Neurodevelopmental
Cohort (PNC) on a 3T MR scanner (Magnetom Trio, Siemens, Erlangen, Germany) using a
32-channel receive-only head coil. The magnitude data from a multiecho GRE
sequence with the following parameters was used to generate T2* images based on
equation (1): resolution of 3.8 x 3.8 mm2, 4mm slice thickness, no slice gap,
TE1/TE2/TR=2.69ms/5.27ms/1000ms, 44 axial slices.
T2* = -△TE / ln (ITE2/ITE1)...(1)
Data Analysis: Each subject’s T2* image was registered
to their respective high resolution T1, MPRAGE images and transformed to MNI
space. Mean T2* was measured from the right and left Pallidum using the
respective ROIs from the Harvard-Oxford subcortical structural atlas. R2* was
calculated as the inverse of T2*, R2* = 1/T2* (1/sec). Right
and left R2* values were combined as no significant hemispheric differences in
R2* were observed. R2* values greater than and less than two standard
deviations from the mean were excluded (n=51).
The mean R2* values were plotted by age and fitted to
the monoexponential model described in [2], Figure 2. Mean
R2* values were analyzed using
the Generalized Linear Model (GLM) with age and sex as predictors. Follow-up
GLM analysis was performed by distinct age bins (prepubertal-under age 12),
pubertal transition (age 12-16), and adult (postpubertal, age 17-22) into three
age groups. Iron deposition (R2*)
(Mean ± SE) was estimated for each gender by group
using 'lsmeans' (least squares means) package in statistical software package R with the p
values adjusted using the tukey method for 2 means.
Results
The mean R2* in the
GP was measured as 21.87 sec-1 with a standard deviation of 1.88 sec-1
and is comparable to previously reported values [3].
Overall, iron deposition was significantly
associated with age (p < 0.001) and sex (p < 0.05). Younger individuals
had less iron deposition as compared to older individuals and males had higher
iron deposition as compared to females. Follow-up analysis of the R2* values
with specific age ranges resulted in a significant relationship between iron
deposition and age group (p < 0.001) and a significant age by sex interaction
(p < 0.01). Males in the pubertal transition group had higher iron
deposition (p < 0.001) within the GP as compared to females (Figure 3). No significant
gender differences were present in the prepubertal or postpubertal group.
Discussion
Iron levels in the GP estimated using R2* are
significantly correlated with age in children and young adults. The temporal
sequence of iron deposition is in line with previously reported work. Iron
levels in the brain of pubertal girls are significantly lower than iron levels
in pubertal boys. The gender difference in iron levels we observe in the pubertal transition
group may be related to the high prevalence of iron
deficiency in pubertal girls due to menstrual blood loss, lifestyle, and dietary habits [4].
Acknowledgements
We thank PNC participants and their families, and all BBL staff involved in data acquisition.References
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