Ryan McNaughton1, Hernan Jara1, Mina Botros1, Baiyu Zhou1, Stephan W. Anderson2, Osamu Sakai2, Edward Sung2, Robert M. Joseph1, Karl Kuban2, and Michael T. O'Shea3
1Boston University, Boston, MA, United States, 2Boston University Medical Center, Boston, MA, United States, 3University of North Carolina at Chapel Hill Medical Center, Chapel Hill, NC, United States
Synopsis
Purpose: To study comparatively
and longitudinally the connectome changes from childhood (age 10 years) to
adolescence (age 15 years) using white matter fibrography (WMF). Methods: WMF was used to generate the
connectomes of 9 extremely preterm born individuals using MRIs obtained at ages
10 and 15 years. Results: The most
noticeable connectome change was a marked increase in the fiber density
accompanied by fiber thinning. Conclusion:
As anticipated, WMF connectomics of the extremely preterm brain demonstrate
clearly observable WM architectural changes from 10 to 15 years of age from sparse fiber-thick to
dense fiber-thin.
Purpose
Although survival rates for children born
extremely preterm (EP) (gestational age <28 weeks) have greatly increased
over the last 40 years, EP children remain at risk of developing a broad range
of neurodevelopmental impairments including motor and sensory impairment,
cognitive and learning disabilities, and psychiatric and behavioral disorders.
The increased risk for development of neurological deficits in children born EP
are probably linked to perturbations of critical maturational processes of the
central nervous system (CNS) that occur during the first two trimesters of
pregnancy and in the postnatal period (Fig.
1), which alter long term CNS architecture and impact later function. The
purpose of this work was to study comparatively and longitudinally the
connectome changes on a subcohort of the Extremely Low Gestational Age Newborn
(ELGAN) study, from childhood (ELGAN-2: 10 years) to adolescence (ELGAN-3: 15
years) using white matter fibrography (WMF). WMF is a recently described
application of Synthetic MRI.Materials & Methods
This study was approved by the Institutional
Review Boards of the 12 participating institutions of the ELGAN study. Nine EP participants
were scanned at 10 and 15 years of age with a 3T MRI protocol that included the
dual echo turbo spin echo (DE-TSE) pulse sequence (TE1&2eff=12ms &
101ms, TR=10s). All studied brains were free from focal lesions. The
directly-acquired images were used to create maps of the relaxation times (T2,
and pseudo-T1), and of normalized proton density (qPD) using custom qMRI
algorithms. Longitudinal relaxation rate (R1=1/T1) heavily-weighted images of
the intracranium were generated with a synthetic MRI engine (all programs coded
in Python 3.5, using the Canopy integrated development environment (Enthought,
Austin, TX). The R1-weighted synthetic images, which show well-defined white
matter structure, were processed with ImageJ (https://imagej.nih.gov/ij/):
3D-to-2D projected using the Volume Viewer plugin.Results
For all 9 participants, which did not have
focal parenchymal lesions, the major connectome change from childhood to
adolescence was a marked increase in fiber density accompanied by fiber
thinning. This sparse-thick to dense-fine connectome child-to-adolescent developmental
progression appears to occur homogeneously throughout the brain with no apparent
lobar differences. In addition, the T2 values of white matter (WM) and gray
matter (GM) decreased by approximately 10% from ages 10 to 15 years, in
agreement with the scientific literature.Conclusion
Structural
connectomics of the extremely preterm brain via WMF shows clear WM
architectural changes from 10 to 15 years of age. These initial observations
indicate that during this transition period from late childhood to adolescence,
WM changes are predominantly in structural tissue characteristics – probably
for diversification and specialization, from sparse-fiber thick to dense-fiber thin—and
not necessarily via tissue quantity by volume. This work could be useful for
understanding the normal and abnormal developmental pathways of the full-term
and preterm human brain.Acknowledgements
This work was supported in part by the National
Institute of Neurological Disorders and Stroke (5U01NS040069-05 and
2R01NS040069-09), National Institutes of Health Office of the Director
(1UG3OD022348-01), and the National Institute of Child Health and Human
Development (5P30HD018655-28).References
O'Shea TM, Allred EN, Dammann O, et al. The ELGAN study of the
brain and related disorders in extremely low gestational age newborns. Early
Human Development 2009;85(11):719-725.