TY - JOUR
T1 - Genetic effects on the cerebellar role in working memory
T2 - Same brain, different genesα
AU - Blokland, Gabriëlla A.M.
AU - McMahon, Katie L.
AU - Thompson, Paul M.
AU - Hickie, Ian B.
AU - Martin, Nicholas G.
AU - de Zubicaray, Greig I.
AU - Wright, Margaret J.
N1 - Funding Information:
This study was supported by the Eunice Kennedy Shriver National Institute of Child Health & Human Development, USA , and National Health and Medical Research Council (NHMRC), Australia . The collection of IQ data and zygosity typing were supported by the Australian Research Council (ARC) . G.A.M.B. is supported by an ANZ Trustees PhD Scholarship in Medical Research, Queensland, Australia . G.I.Z. is supported by an ARC Future Fellowship . The content of this paper is solely the responsibility of the authors and does not necessarily represent the official views of the Eunice Kennedy Shriver National Institute of Child Health and Human Development, The National Institutes of Health, NHMRC, or ARC. We are very grateful to the twins for their generosity of time and willingness to participate in our studies. We thank research nurses Marlene Grace and Ann Eldridge for twin recruitment, research assistants Kori Johnson, Lachlan Strike, Angus Wallace, Aaron Quiggle, and Natalie Garden and radiographers Matthew Meredith, Peter Hobden, Kate Borg, Aiman Al Najjar, and Anita Burns for data acquisition, and Daniel Park for IT support.
PY - 2014/2/1
Y1 - 2014/2/1
N2 - 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 16-30. years), 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.
AB - 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 16-30. years), 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.
KW - Cerebellum
KW - Functional MRI
KW - Genetics
KW - Heritability
KW - Twin study
KW - Working memory
UR - http://www.scopus.com/inward/record.url?scp=84891559938&partnerID=8YFLogxK
U2 - 10.1016/j.neuroimage.2013.10.006
DO - 10.1016/j.neuroimage.2013.10.006
M3 - Article
C2 - 24128737
AN - SCOPUS:84891559938
SN - 1053-8119
VL - 86
SP - 392
EP - 403
JO - NeuroImage
JF - NeuroImage
ER -