Genetic effects on the cerebellar role in working memory: Same brain, different genes?

Over the past several years, evidence has accumulated showing that the cerebellum plays a significant role in cognitive function. Here we show, in a large genetically informative twin sample (n=430; aged 16-30years), that the cerebellum is strongly, and reliably (n=30 rescans), activated during an n-back working memory task, particularly lobules I-IV, VIIa Crus I and II, IX and the vermis. Monozygotic twin correlations for cerebellar activation were generally much larger than dizygotic twin correlations, consistent with genetic influences. Structural equation models showed that up to 65% of the variance in cerebellar activation during working memory is genetic (averaging 34% across significant voxels), most prominently in the lobules VI, and VIIa Crus I, with the remaining variance explained by unique/unshared environmental factors. Heritability estimates for brain activation in the cerebellum agree with those found for working memory activation in the cerebral cortex, even though cerebellar cyto-architecture differs substantially. Phenotypic correlations between BOLD percent signal change in cerebrum and cerebellum were low, and bivariate modeling indicated that genetic influences on the cerebellum are at least partly specific to the cerebellum. Activation on the voxel-level correlated very weakly with cerebellar gray matter volume, suggesting specific genetic influences on the BOLD signal. Heritable signals identified here should facilitate discovery of genetic polymorphisms influencing cerebellar function through genome-wide association studies, to elucidate the genetic liability to brain disorders affecting the cerebellum.

[1]  R. Plomin,et al.  Nature, Nurture, and Cognitive Development from 1 to 16 Years: A Parent-Offspring Adoption Study , 1997 .

[2]  G. Caroline M. van Baal,et al.  Heritability of volumetric brain changes and height in children entering puberty , 2011, Human brain mapping.

[3]  Jörn Diedrichsen,et al.  Advances in functional imaging of the human cerebellum. , 2010, Current opinion in neurology.

[4]  R. Straub,et al.  Effect of COMT Val108/158 Met genotype on frontal lobe function and risk for schizophrenia , 2001, Proceedings of the National Academy of Sciences of the United States of America.

[5]  N. Martin,et al.  The heritability of general cognitive ability increases linearly from childhood to young adulthood , 2010, Molecular Psychiatry.

[6]  Catherine J. Stoodley,et al.  Lateralized cognitive deficits in children following cerebellar lesions , 2001, Developmental medicine and child neurology.

[7]  H. Grüneberg,et al.  Introduction to quantitative genetics , 1960 .

[8]  Jean-Luc Anton,et al.  Region of interest analysis using an SPM toolbox , 2010 .

[9]  Jeremy D. Schmahmann,et al.  Functional topography in the human cerebellum: A meta-analysis of neuroimaging studies , 2009, NeuroImage.

[10]  Philippe Peigneux,et al.  Working Memory-Related Functional Brain Patterns in Never Medicated Children with ADHD , 2012, PloS one.

[11]  Boualem Mensour,et al.  Individual variation in neural correlates of sadness in children: A twin fMRI study , 2007, Human brain mapping.

[12]  John E. Desmond,et al.  Cerebrocerebellar networks during articulatory rehearsal and verbal working memory tasks , 2005, NeuroImage.

[13]  Murray B. Stein,et al.  Heritability of anterior cingulate response to conflict: An fMRI study in female twins , 2007, NeuroImage.

[14]  Thad A. Polk,et al.  Correlation and heritability in neuroimaging datasets: A spatial decomposition approach with application to an fMRI study of twins , 2012, NeuroImage.

[15]  Fabio Sambataro,et al.  Genetically Determined Measures of Striatal D2 Signaling Predict Prefrontal Activity during Working Memory Performance , 2010, PloS one.

[16]  J. Schmahmann,et al.  The cerebellar cognitive affective syndrome. , 1998, Brain : a journal of neurology.

[17]  N. Logothetis,et al.  Neurophysiological investigation of the basis of the fMRI signal , 2001, Nature.

[18]  Rainer Goebel,et al.  Genetic Contribution to Variation in Cognitive Function: An fMRI Study in Twins , 2009, Science.

[19]  G. Vogler,et al.  Methodology for genetic studies of twins and families , 1993 .

[20]  P. Strick,et al.  Cerebellar Projections to the Prefrontal Cortex of the Primate , 2001, The Journal of Neuroscience.

[21]  J. Fleiss,et al.  Intraclass correlations: uses in assessing rater reliability. , 1979, Psychological bulletin.

[22]  Thierry d'Amato,et al.  Thalamus abnormalities during working memory in schizophrenia. An fMRI study , 2011, Schizophrenia Research.

[23]  Denise C. Park,et al.  Nature versus Nurture in Ventral Visual Cortex: A Functional Magnetic Resonance Imaging Study of Twins , 2007, The Journal of Neuroscience.

[24]  D. Hu,et al.  Functional asymmetry in the cerebellum: A brief review , 2008, The Cerebellum.

[25]  Julie A Fiez,et al.  Functional dissociations within the inferior parietal cortex in verbal working memory , 2004, NeuroImage.

[26]  R Todd Constable,et al.  Image distortion correction in EPI: Comparison of field mapping with point spread function mapping , 2002, Magnetic resonance in medicine.

[27]  Julie A. Fiez,et al.  Cerebellar contributions to verbal working memory: beyond cognitive theory , 2008, The Cerebellum.

[28]  Kiruthiga Nandagopal,et al.  Strategies May Mediate Heritable Aspects of Memory Performance: A Twin Study , 2010, Cognitive and behavioral neurology : official journal of the Society for Behavioral and Cognitive Neurology.

[29]  Danielle Posthuma,et al.  A genomewide scan for intelligence identifies quantitative trait loci on 2q and 6p. , 2005, American journal of human genetics.

[30]  Wayne Chappelle,et al.  Multidimensional Aptitude Battery-Second Edition Intelligence Testing of Remotely Piloted Aircraft Training Candidates Compared with Manned Airframe Training Candidates , 2015 .

[31]  Simon B. Eickhoff,et al.  Testing anatomically specified hypotheses in functional imaging using cytoarchitectonic maps , 2006, NeuroImage.

[32]  N C Andreasen,et al.  Schizophrenia and cognitive dysmetria: a positron-emission tomography study of dysfunctional prefrontal-thalamic-cerebellar circuitry. , 1996, Proceedings of the National Academy of Sciences of the United States of America.

[33]  Jörn Diedrichsen,et al.  A probabilistic MR atlas of the human cerebellum , 2009, NeuroImage.

[34]  Eric Courchesne,et al.  Differential effects of developmental cerebellar abnormality on cognitive and motor functions in the cerebellum: an fMRI study of autism. , 2003, The American journal of psychiatry.

[35]  J. Fiez,et al.  Functional Magnetic Resonance Imaging (fmri) Was Used to Investigate the Neural Substrates of Component Processes in Verbal Working Memory. Based on Behavioral Research Using , 2022 .

[36]  John Ashburner,et al.  A fast diffeomorphic image registration algorithm , 2007, NeuroImage.

[37]  M. Egan,et al.  Abnormal fMRI response of the dorsolateral prefrontal cortex in cognitively intact siblings of patients with schizophrenia. , 2003, The American journal of psychiatry.

[38]  Florent Haiss,et al.  Why do Purkinje cells die so easily after global brain ischemia? Aldolase C, EAAT4, and the cerebellar contribution to posthypoxic myoclonus. , 2002, Advances in neurology.

[39]  K. Hugdahl,et al.  Working Memory Deficit in Dyslexia: Behavioral and fMRI Evidence , 2010, The International journal of neuroscience.

[40]  P. Strick,et al.  Cerebellum and nonmotor function. , 2009, Annual review of neuroscience.

[41]  Anders M. Dale,et al.  Genetic and environmental influences on the size of specific brain regions in midlife: The VETSA MRI study , 2010, NeuroImage.

[42]  P. Strick,et al.  Cerebellar Loops with Motor Cortex and Prefrontal Cortex of a Nonhuman Primate , 2003, The Journal of Neuroscience.

[43]  N. Ramnani The primate cortico-cerebellar system: anatomy and function , 2006, Nature Reviews Neuroscience.

[44]  Kathryn M. McMillan,et al.  N‐back working memory paradigm: A meta‐analysis of normative functional neuroimaging studies , 2005, Human brain mapping.

[45]  H. Mehdorn,et al.  Evidence for distinct cognitive deficits after focal cerebellar lesions , 2004, Journal of Neurology, Neurosurgery & Psychiatry.

[46]  Jean-Francois Mangin,et al.  What is the best similarity measure for motion correction in fMRI time series? , 2002, IEEE Transactions on Medical Imaging.

[47]  Paul M. Thompson,et al.  Quantifying the heritability of task-related brain activation and performance during the N-back working memory task: A twin fMRI study , 2008, Biological Psychology.

[48]  J Li,et al.  Neural mechanisms of blood flow regulation during synaptic activity in cerebellar cortex. , 1996, Journal of neurophysiology.

[49]  S. Holm A Simple Sequentially Rejective Multiple Test Procedure , 1979 .

[50]  P. Thompson,et al.  Heritability of Working Memory Brain Activation , 2011, The Journal of Neuroscience.

[51]  Adrian Beavis,et al.  The AUSEI06 , 2009 .

[52]  Julie A Fiez,et al.  Cerebellar damage produces selective deficits in verbal working memory. , 2006, Brain : a journal of neurology.

[53]  Narender Ramnani,et al.  Cerebellar contributions to working memory , 2007, NeuroImage.

[54]  R. Poldrack,et al.  Functional neuroanatomy of working memory in adults with attention-deficit/hyperactivity disorder , 2005, Biological Psychiatry.

[55]  O Salonen,et al.  Subtle cognitive deficits after cerebellar infarcts , 2006, European journal of neurology.

[56]  E. D’Angelo,et al.  Seeking a unified framework for cerebellar function and dysfunction: from circuit operations to cognition , 2013, Front. Neural Circuits.

[57]  Nadim Joni Shah,et al.  Genetic variation in the schizophrenia-risk gene neuregulin1 correlates with differences in frontal brain activation in a working memory task in healthy individuals , 2008, NeuroImage.

[58]  Rajesh Kumar,et al.  A method for removal of global effects from fMRI time series , 2004, NeuroImage.

[59]  Margaret J. Wright,et al.  Brisbane Adolescent Twin Study: Outline of study methods and research projects , 2004 .

[60]  Jörn Diedrichsen,et al.  A spatially unbiased atlas template of the human cerebellum , 2006, NeuroImage.

[61]  Joseph H. Callicott,et al.  Prefrontal dysfunction in schizophrenia controlling for COMT Val158Met genotype and working memory performance , 2006, Psychiatry Research: Neuroimaging.