Sensorimotor network segregation declines with age and is linked to GABA and to sensorimotor performance

&NA; Aging is typically associated with declines in sensorimotor performance. Previous studies have linked some age‐related behavioral declines to reductions in network segregation. For example, compared to young adults, older adults typically exhibit weaker functional connectivity within the same functional network but stronger functional connectivity between different networks. Based on previous animal studies, we hypothesized that such reductions of network segregation are linked to age‐related reductions in the brain's major inhibitory transmitter, gamma aminobutyric acid (GABA). To investigate this hypothesis, we conducted graph theoretical analyses of resting state functional MRI data to measure sensorimotor network segregation in both young and old adults. We also used magnetic resonance spectroscopy to measure GABA levels in the sensorimotor cortex and collected a battery of sensorimotor behavioral measures. We report four main findings. First, relative to young adults, old adults exhibit both less segregated sensorimotor brain networks and reduced sensorimotor GABA levels. Second, less segregated networks are associated with lower GABA levels. Third, less segregated networks and lower GABA levels are associated with worse sensorimotor performance. Fourth, network segregation mediates the relationship between GABA and performance. These findings link age‐related differences in network segregation to age‐related differences in GABA levels and sensorimotor performance. More broadly, they suggest a neurochemical substrate of age‐related dedifferentiation at the level of large‐scale brain networks.

[1]  Michael Scharkow,et al.  The Relative Trustworthiness of Inferential Tests of the Indirect Effect in Statistical Mediation Analysis , 2013, Psychological science.

[2]  J. H. Zar,et al.  Biostatistical Analysis (5th Edition) , 1984 .

[3]  A. Leventhal,et al.  GABA and Its Agonists Improved Visual Cortical Function in Senescent Monkeys , 2003, Science.

[4]  S. Maxwell,et al.  Bias in cross-sectional analyses of longitudinal mediation. , 2007, Psychological methods.

[5]  Mert R. Sabuncu,et al.  The influence of head motion on intrinsic functional connectivity MRI , 2012, NeuroImage.

[6]  C. John Evans,et al.  Current practice in the use of MEGA-PRESS spectroscopy for the detection of GABA , 2014, NeuroImage.

[7]  Thad A. Polk,et al.  Age-Related Neural Dedifferentiation in the Motor System , 2011, PloS one.

[8]  G. Busatto,et al.  Resting-state functional connectivity in normal brain aging , 2013, Neuroscience & Biobehavioral Reviews.

[9]  Denise C. Park,et al.  Aging reduces neural specialization in ventral visual cortex. , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[10]  Denise C. Park,et al.  Decreased segregation of brain systems across the healthy adult lifespan , 2014, Proceedings of the National Academy of Sciences.

[11]  Gagan S. Wig,et al.  Resting-State Network Topology Differentiates Task Signals across the Adult Life Span , 2017, The Journal of Neuroscience.

[12]  O. Sporns,et al.  The economy of brain network organization , 2012, Nature Reviews Neuroscience.

[13]  Susan L. Whitfield-Gabrieli,et al.  Conn: A Functional Connectivity Toolbox for Correlated and Anticorrelated Brain Networks , 2012, Brain Connect..

[14]  H. Johansen-Berg,et al.  Modulation of GABA and resting state functional connectivity by transcranial direct current stimulation , 2015, eLife.

[15]  Krish D. Singh,et al.  Orientation Discrimination Performance Is Predicted by GABA Concentration and Gamma Oscillation Frequency in Human Primary Visual Cortex , 2009, The Journal of Neuroscience.

[16]  A M Dale,et al.  Measuring the thickness of the human cerebral cortex from magnetic resonance images. , 2000, Proceedings of the National Academy of Sciences of the United States of America.

[17]  Michael J Higley,et al.  Millisecond precision temporal encoding of stimulus features during cortically generated gamma oscillations in the rat somatosensory cortex , 2018, The Journal of physiology.

[18]  M. Garwood,et al.  Simultaneous in vivo spectral editing and water suppression , 1998, NMR in biomedicine.

[19]  Liang Wang,et al.  Intrinsic connectivity between the hippocampus and posteromedial cortex predicts memory performance in cognitively intact older individuals , 2010, NeuroImage.

[20]  Fenna M. Krienen,et al.  Opportunities and limitations of intrinsic functional connectivity MRI , 2013, Nature Neuroscience.

[21]  R. Enoka,et al.  Reduced control of motor output in a human hand muscle of elderly subjects during submaximal contractions. , 1993, Journal of neurophysiology.

[22]  Petroc Sumner,et al.  Individual Differences in Subconscious Motor Control Predicted by GABA Concentration in SMA , 2010, Current Biology.

[23]  Peter B Barker,et al.  Spatial effects in the detection of γ‐aminobutyric acid: Improved sensitivity at high fields using inner volume saturation , 2007, Magnetic resonance in medicine.

[24]  Xiangrui Li,et al.  Decreased proportion of GABA neurons accompanies age-related degradation of neuronal function in cat striate cortex , 2008, Brain Research Bulletin.

[25]  Anders M. Dale,et al.  Cortical Surface-Based Analysis I. Segmentation and Surface Reconstruction , 1999, NeuroImage.

[26]  Patricia A. Reuter-Lorenz,et al.  Human Neuroscience , 2022 .

[27]  Yong He,et al.  Topological organization of the human brain functional connectome across the lifespan , 2013, Developmental Cognitive Neuroscience.

[28]  S. Maxwell,et al.  Testing mediational models with longitudinal data: questions and tips in the use of structural equation modeling. , 2003, Journal of abnormal psychology.

[29]  Damon G Lamb,et al.  Frontal Gamma-Aminobutyric Acid Concentrations Are Associated With Cognitive Performance in Older Adults. , 2017, Biological psychiatry. Cognitive neuroscience and neuroimaging.

[30]  Joseph H Callicott,et al.  Genetic Modulation of GABA Levels in the Anterior Cingulate Cortex by GAD1 and COMT , 2010, Neuropsychopharmacology.

[31]  J. Fadel,et al.  Interneuron loss reduces dendritic inhibition and GABA release in hippocampus of aged rats , 2012, Neurobiology of Aging.

[32]  J. Goh Functional Dedifferentiation and Altered Connectivity in Older Adults: Neural Accounts of Cognitive Aging. , 2011, Aging and Disease.

[33]  H. Johansen-Berg,et al.  The Role of GABA in Human Motor Learning , 2011, Current Biology.

[34]  U. Lindenberger,et al.  Cross-sectional age variance extraction: what's change got to do with it? , 2011, Psychology and aging.

[35]  David J McGonigle,et al.  Regionally Specific Human GABA Concentration Correlates with Tactile Discrimination Thresholds , 2011, The Journal of Neuroscience.

[36]  Adrian M. Owen,et al.  Assessing Capacity in the Elderly: Comparing the MoCA with a Novel Computerized Battery of Executive Function , 2017, Dementia and Geriatric Cognitive Disorders Extra.

[37]  Peter Jezzard,et al.  Frequency and phase drift correction of magnetic resonance spectroscopy data by spectral registration in the time domain , 2015, Magnetic resonance in medicine.

[38]  Denise C Park,et al.  Neural Specificity Predicts Fluid Processing Ability in Older Adults , 2010, The Journal of Neuroscience.

[39]  Darren Price,et al.  Investigating the electrophysiological basis of resting state networks using magnetoencephalography , 2011, Proceedings of the National Academy of Sciences.

[40]  Uzay E. Emir,et al.  A Mechanistic Link from GABA to Cortical Architecture and Perception , 2017, Current Biology.

[41]  B. Ittermann,et al.  tDCS-Induced Modulation of GABA Levels and Resting-State Functional Connectivity in Older Adults , 2017, The Journal of Neuroscience.

[42]  N. Maurits,et al.  A Brain-Wide Study of Age-Related Changes in Functional Connectivity. , 2015, Cerebral cortex.

[43]  Joseph T. Gwin,et al.  Motor control and aging: Links to age-related brain structural, functional, and biochemical effects , 2010, Neuroscience & Biobehavioral Reviews.

[44]  B. Biswal,et al.  Functional connectivity in the motor cortex of resting human brain using echo‐planar mri , 1995, Magnetic resonance in medicine.

[45]  T. S. Monteiro,et al.  Age-Related Declines in Motor Performance are Associated With Decreased Segregation of Large-Scale Resting State Brain Networks , 2018, Cerebral cortex.

[46]  Andreas Daffertshofer,et al.  Neural synchrony within the motor system: what have we learned so far? , 2012, Front. Hum. Neurosci..

[47]  Thad A. Polk,et al.  Age differences in neural distinctiveness revealed by multi-voxel pattern analysis , 2011, NeuroImage.

[48]  Dimitrios Kapogiannis,et al.  Posteromedial cortex glutamate and GABA predict intrinsic functional connectivity of the default mode network , 2013, NeuroImage.

[49]  Stephan P. Swinnen,et al.  GABA levels and measures of intracortical and interhemispheric excitability in healthy young and older adults: an MRS-TMS study , 2018, Neurobiology of Aging.

[50]  S. Rombouts,et al.  Reduced resting-state brain activity in the "default network" in normal aging. , 2008, Cerebral cortex.

[51]  Heidi Johansen-Berg,et al.  Local GABA concentration is related to network-level resting functional connectivity , 2014, eLife.

[52]  Nikos Makris,et al.  Automatically parcellating the human cerebral cortex. , 2004, Cerebral cortex.

[53]  R. Edden,et al.  Spectral‐editing measurements of GABA in the human brain with and without macromolecule suppression , 2015, Magnetic resonance in medicine.

[54]  S. Swinnen,et al.  Age‐related differences in GABA levels are driven by bulk tissue changes , 2018, Human brain mapping.

[55]  Siu Cheung Li,et al.  Cross-level unification: A computational exploration of the link between deterioration of neurotrans , 1999 .

[56]  N. Raz,et al.  Differential Aging of the Brain: Patterns, Cognitive Correlates and Modifiers , 2022 .

[57]  Paul L. Furlong,et al.  The Role of Gabaergic Modulation in Motor Function Related Neuronal Network Activity the Role of Gabaergic Modulation in Motor Function Related Neuronal Network Activity , 2022 .

[58]  Patrick E. Shrout,et al.  Commentary: Mediation Analysis, Causal Process, and Cross-Sectional Data , 2011, Multivariate behavioral research.

[59]  Lutz Jäncke,et al.  Associations between age, motor function, and resting state sensorimotor network connectivity in healthy older adults , 2015, NeuroImage.

[60]  Timothy O. Laumann,et al.  Functional Network Organization of the Human Brain , 2011, Neuron.

[61]  Thomas T. Liu,et al.  A component based noise correction method (CompCor) for BOLD and perfusion based fMRI , 2007, NeuroImage.

[62]  Rachael D. Seidler,et al.  Frontiers in Systems Neuroscience Systems Neuroscience , 2022 .

[63]  Joaquín Goñi,et al.  Changes in structural and functional connectivity among resting-state networks across the human lifespan , 2014, NeuroImage.

[64]  Mary E. Meyerand,et al.  Age-Related Reorganizational Changes in Modularity and Functional Connectivity of Human Brain Networks , 2014, Brain Connect..

[65]  Jessica S. Damoiseaux,et al.  Effects of aging on functional and structural brain connectivity , 2017, NeuroImage.

[66]  R. Edden,et al.  Gannet: A batch‐processing tool for the quantitative analysis of gamma‐aminobutyric acid–edited MR spectroscopy spectra , 2014, Journal of magnetic resonance imaging : JMRI.