AUTHOR=Littow Harri , Abou Elseoud Ahmed , Haapea Marianne , Isohanni Matti , Moilanen Irma , Mankinen Katariina , Nikkinen Juha , Rahko Jukka , Rantala Heikki , Remes Jukka , Starck Tuomo , Tervonen Osmo , Veijola Juha , Beckmann Christian F., Kiviniemi Vesa J.

TITLE=Age-Related Differences in Functional Nodes of the Brain Cortex – A High Model Order Group ICA Study

JOURNAL=Frontiers in Systems Neuroscience

VOLUME=4

YEAR=2010

URL=https://www.frontiersin.org/journals/systems-neuroscience/articles/10.3389/fnsys.2010.00032

DOI=10.3389/fnsys.2010.00032

ISSN=1662-5137

ABSTRACT=<p>Functional MRI measured with blood oxygen dependent (BOLD) contrast in the absence of intermittent tasks reflects spontaneous activity of so-called resting state networks (RSN) of the brain. Group level independent component analysis (ICA) of BOLD data can separate the human brain cortex into 42 independent RSNs. In this study we evaluated age-related effects from primary motor and sensory, and, higher level control RSNs. One hundred sixty-eight healthy subjects were scanned and divided into three groups: 55 adolescents (ADO, 13.2 ± 2.4 years), 59 young adults (YA, 22.2 ± 0.6 years), and 54 older adults (OA, 42.7 ± 0.5 years), all with normal IQ. High model order group probabilistic ICA components (70) were calculated and dual-regression analysis was used to compare 21 RSN's spatial differences between groups. The power spectra were derived from individual ICA mixing matrix time series of the group analyses for frequency domain analysis. We show that primary sensory and motor networks tend to alter more in younger age groups, whereas associative and higher level cognitive networks consolidate and re-arrange until older adulthood. The change has a common trend: both spatial extent and the low frequency power of the RSN's reduce with increasing age. We interpret these result as a sign of normal pruning via focusing of activity to less distributed local hubs.
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