The bidirectional effects between cognitive ability and brain morphology: A life course Mendelian randomization analysis.

ABCD ALSPAC Cognitive ability Generation R IMAGEN Mendelian randomization UK Biobank brain reserve brain structure lifecourse

Journal

medRxiv : the preprint server for health sciences
Titre abrégé: medRxiv
Pays: United States
ID NLM: 101767986

Informations de publication

Date de publication:
17 Nov 2023
Historique:
pubmed: 28 11 2023
medline: 28 11 2023
entrez: 28 11 2023
Statut: epublish

Résumé

Little is understood about the dynamic interplay between brain morphology and cognitive ability across the life course. Additionally, most existing research has focused on global morphology measures such as estimated total intracranial volume, mean thickness, and total surface area. Mendelian randomization was used to estimate the bidirectional effects between cognitive ability, global and regional measures of cortical thickness and surface area, estimated total intracranial volume, total white matter, and the volume of subcortical structures (N=37,864). Analyses were stratified for developmental periods (childhood, early adulthood, mid-to-late adulthood; age range: 8-81 years). The earliest effects were observed in childhood and early adulthood in the frontoparietal lobes. A bidirectional relationship was identified between higher cognitive ability, larger estimated total intracranial volume (childhood, mid-to-late adulthood) and total surface area (all life stages). A thicker posterior cingulate cortex and a larger surface area in the caudal middle frontal cortex and temporal pole were associated with greater cognitive ability. Contrary, a thicker temporal pole was associated with lower cognitive ability. Stable effects of cognitive ability on brain morphology across the life course suggests that childhood is potentially an important window for intervention.

Identifiants

pubmed: 38014064
doi: 10.1101/2023.11.17.23297145
pmc: PMC10680890
pii:
doi:

Types de publication

Preprint

Langues

eng

Subventions

Organisme : NIDA NIH HHS
ID : U24 DA041147
Pays : United States
Organisme : NIDA NIH HHS
ID : U01 DA051039
Pays : United States
Organisme : NIDA NIH HHS
ID : U01 DA041120
Pays : United States
Organisme : NIDA NIH HHS
ID : U01 DA051018
Pays : United States
Organisme : NIDA NIH HHS
ID : U01 DA041093
Pays : United States
Organisme : NIDA NIH HHS
ID : U24 DA041123
Pays : United States
Organisme : NIDA NIH HHS
ID : U01 DA051038
Pays : United States
Organisme : NHLBI NIH HHS
ID : R01 HL105756
Pays : United States
Organisme : NIDA NIH HHS
ID : U01 DA051016
Pays : United States
Organisme : NIDA NIH HHS
ID : U01 DA041106
Pays : United States
Organisme : NIDA NIH HHS
ID : U01 DA041117
Pays : United States
Organisme : NIDA NIH HHS
ID : U01 DA041148
Pays : United States
Organisme : Wellcome Trust
Pays : United Kingdom
Organisme : NIDA NIH HHS
ID : U01 DA041134
Pays : United States
Organisme : NIMH NIH HHS
ID : R01 MH085772
Pays : United States
Organisme : NIDA NIH HHS
ID : U01 DA041022
Pays : United States
Organisme : NIDA NIH HHS
ID : U01 DA041156
Pays : United States
Organisme : NIDA NIH HHS
ID : U01 DA050987
Pays : United States
Organisme : NIBIB NIH HHS
ID : U54 EB020403
Pays : United States
Organisme : NIDA NIH HHS
ID : U01 DA051037
Pays : United States
Organisme : NIDA NIH HHS
ID : U01 DA041025
Pays : United States
Organisme : NIDA NIH HHS
ID : U01 DA050989
Pays : United States
Organisme : NIDA NIH HHS
ID : U01 DA041089
Pays : United States
Organisme : NIDA NIH HHS
ID : U01 DA050988
Pays : United States
Organisme : NIA NIH HHS
ID : R56 AG058854
Pays : United States
Organisme : NIDA NIH HHS
ID : U01 DA041028
Pays : United States
Organisme : NIDA NIH HHS
ID : U01 DA041048
Pays : United States
Organisme : NIDA NIH HHS
ID : U01 DA041174
Pays : United States
Organisme : NIDA NIH HHS
ID : R01 DA049238
Pays : United States

Déclaration de conflit d'intérêts

Competing interests Dr Banaschewski served in an advisory or consultancy role for Lundbeck, Medice, Neurim Pharmaceuticals, Oberberg GmbH, Shire. He received conference support or speaker’s fee by Lilly, Medice, Novartis and Shire. He has been involved in clinical trials conducted by Shire & Viforpharma. He received royalties from Hogrefe, Kohlhammer, CIP Medien, Oxford University Press. The present work is unrelated to the above grants and relationships. Dr Poustka served in an advisory or consultancy role for Roche and Viforpharm and received speaker’s fee by Shire. She received royalties from Hogrefe, Kohlhammer and Schattauer. The present work is unrelated to the above grants and relationships.

Références

Elife. 2021 Mar 02;10:
pubmed: 33650486
Brain Lang. 2004 May;89(2):362-9
pubmed: 15068919
Dev Cogn Neurosci. 2018 Aug;32:43-54
pubmed: 29567376
Trends Cogn Sci. 2017 Dec;21(12):930-939
pubmed: 29149999
Genet Epidemiol. 2013 Nov;37(7):658-65
pubmed: 24114802
Nat Rev Neurosci. 2009 Oct;10(10):724-35
pubmed: 19763105
Nature. 2004 Jan 22;427(6972):311-2
pubmed: 14737157
Nat Rev Neurosci. 2017 May;18(5):261-262
pubmed: 28381832
Genet Epidemiol. 2016 May;40(4):304-14
pubmed: 27061298
Trends Neurosci. 2004 Aug;27(8):468-74
pubmed: 15271494
Cereb Cortex. 2009 Nov;19(11):2728-35
pubmed: 19299253
Neuroimage. 2020 May 15;212:116691
pubmed: 32126298
Eur J Hum Genet. 2006 Jun;14(6):690-700
pubmed: 16721405
Trends Neurosci. 2009 May;32(5):291-301
pubmed: 19380167
Science. 2020 Mar 20;367(6484):
pubmed: 32193296
Transl Psychiatry. 2018 Aug 30;8(1):169
pubmed: 30166545
Nature. 2017 May 11;545(7653):219-223
pubmed: 28467827
Behav Genet. 2001 Nov;31(6):593-602
pubmed: 11838536
Int J Epidemiol. 2017 Dec 1;46(6):1985-1998
pubmed: 29040600
Brain Behav Evol. 1991;38(1):1-6
pubmed: 1657274
Int J Epidemiol. 2016 Jun;45(3):908-15
pubmed: 27427429
Handb Clin Neurol. 2019;166:73-85
pubmed: 31731926
Am J Psychiatry. 2007 Apr;164(4):599-607
pubmed: 17403973
Neuron. 2010 Dec 9;68(5):815-34
pubmed: 21144997
Intelligence. 2019 Sep-Oct;76:101376
pubmed: 31787788
Front Syst Neurosci. 2015 Mar 03;9:23
pubmed: 25784862
Science. 1981 May 29;212(4498):1055-9
pubmed: 7195071
Proc Natl Acad Sci U S A. 2010 Apr 6;107(14):6487-92
pubmed: 20308554
Soc Cogn Affect Neurosci. 2017 Mar 1;12(3):476-486
pubmed: 27998997
Int J Epidemiol. 2013 Feb;42(1):111-27
pubmed: 22507743
Neuroimage. 2003 Sep;20(1):202-15
pubmed: 14527581
Biol Psychiatry. 2008 May 1;63(9):821-31
pubmed: 18155183
Proc Natl Acad Sci U S A. 2013 Sep 24;110(39):15806-11
pubmed: 24019489
Brain. 2006 Mar;129(Pt 3):564-83
pubmed: 16399806
J Psychopharmacol. 2008 Mar;22(2):138-43
pubmed: 18308812
Am J Psychiatry. 2012 Oct;169(10):1092-9
pubmed: 23032387
Brain. 2006 Dec;129(Pt 12):3315-28
pubmed: 16984899
Neuroimage. 2019 Nov 15;202:116091
pubmed: 31415884
Front Synaptic Neurosci. 2020 Aug 28;12:36
pubmed: 32982715
Neuropsychologia. 2002;40(7):801-7
pubmed: 11900730
Neuroimage. 2012 Apr 15;60(3):1686-95
pubmed: 22500923
Int J Epidemiol. 2011 Jun;40(3):755-64
pubmed: 21414999
Brain. 2016 Jul;139(Pt 7):1877-90
pubmed: 27190025
Neuroimage. 2004 Nov;23(3):800-5
pubmed: 15528081
Proc Biol Sci. 2000 Sep 22;267(1455):1909-13
pubmed: 11052544
Neuroimage. 2021 Jan 15;225:117502
pubmed: 33164876
Int J Epidemiol. 2015 Apr;44(2):512-25
pubmed: 26050253
PLoS Biol. 2023 Aug 31;21(8):e3002239
pubmed: 37651504
BMJ. 2001 Jan 27;322(7280):226-31
pubmed: 11159626
Nature. 2004 Oct 14;431(7010):760-7
pubmed: 15483596
Trends Cogn Sci. 2012 May;16(5):292-305
pubmed: 22542563
Intelligence. 2014 May;44(100):26-32
pubmed: 24944428
Int J Epidemiol. 2013 Feb;42(1):97-110
pubmed: 22507742
Nat Genet. 2019 Nov;51(11):1624-1636
pubmed: 31636452
Hum Mol Genet. 2014 Sep 15;23(R1):R89-98
pubmed: 25064373
Neuroimage. 2006 Jul 1;31(3):968-80
pubmed: 16530430
Cereb Cortex. 2015 Jun;25(6):1608-17
pubmed: 24408955
Behav Brain Sci. 2007 Apr;30(2):135-54; discussion 154-87
pubmed: 17655784
Nat Commun. 2017 Jan 18;8:13624
pubmed: 28098162
Psychol Bull. 2018 Jan;144(1):26-47
pubmed: 29083200
Neuroimage. 2010 Nov 15;53(3):1135-46
pubmed: 20006715
Transl Psychiatry. 2016 Apr 19;6:e788
pubmed: 27093070
J Neurosci. 2016 Apr 20;36(16):4600-13
pubmed: 27098701
J Neurosci. 2013 Sep 25;33(39):15466-76
pubmed: 24068815
Trends Cogn Sci. 2000 Jun;4(6):215-222
pubmed: 10827444
J Neurosci. 2001 Aug 15;21(16):RC159
pubmed: 11459880
Nature. 2018 Oct;562(7726):203-209
pubmed: 30305743
Nat Commun. 2018 Dec 19;9(1):5382
pubmed: 30568159
Wellcome Open Res. 2020 Aug 28;5:203
pubmed: 33043145
Cereb Cortex. 2020 Jan 10;30(1):215-225
pubmed: 31329833
Nature. 2015 Oct 1;526(7571):68-74
pubmed: 26432245
J Neurosci. 2019 Jul 24;39(30):5966-5974
pubmed: 31126999
Curr Opin Neurobiol. 2017 Dec;47:86-92
pubmed: 29054040
Genes Brain Behav. 2017 Nov;16(8):781-789
pubmed: 28749606
Brain. 1997 Apr;120 ( Pt 4):701-22
pubmed: 9153131
Neuropsychologia. 2014 Jan;53:39-46
pubmed: 24184438
Eur J Epidemiol. 2013 Jan;28(1):99-111
pubmed: 23354984
Nat Commun. 2017 Mar 24;8:14823
pubmed: 28337990
J Neurosci. 2009 Nov 25;29(47):14980-6
pubmed: 19940193
Science. 2013 Aug 30;341(6149):976-80
pubmed: 23990553
Wellcome Open Res. 2019 Mar 14;4:51
pubmed: 31020050
Neuropsychologia. 2010 Jan;48(2):409-18
pubmed: 19800353
PLoS Genet. 2017 Nov 17;13(11):e1007081
pubmed: 29149188
Hum Brain Mapp. 2020 May;41(7):1842-1858
pubmed: 31957928
Mol Psychiatry. 2010 Dec;15(12):1128-39
pubmed: 21102431
Annu Rev Vis Sci. 2018 Sep 15;4:381-402
pubmed: 30059648
Cereb Cortex. 2021 Jan 5;31(2):1131-1148
pubmed: 33063098
J Am Acad Child Adolesc Psychiatry. 2019 Nov;58(11):1042-1050
pubmed: 31327672
Mol Psychiatry. 2019 Feb;24(2):169-181
pubmed: 29326435
Curr Biol. 2017 Jun 19;27(12):R580-R586
pubmed: 28633023
Nature. 2015 Apr 9;520(7546):224-9
pubmed: 25607358
Nat Neurosci. 2016 Dec;19(12):1569-1582
pubmed: 27694991
Neurosci Res. 2014 Jul;84:27-33
pubmed: 24642278
Front Psychiatry. 2019 Sep 24;10:696
pubmed: 31607968
Brain. 1996 Oct;119 ( Pt 5):1763-74
pubmed: 8931596
J Neurosci. 2008 Apr 2;28(14):3586-94
pubmed: 18385317
Eur J Neurosci. 2010 Jun;31(12):2292-307
pubmed: 20550571
Proc Natl Acad Sci U S A. 2018 Nov 13;115(46):11832-11837
pubmed: 30373833
Mol Psychiatry. 2010 Nov;15(11):1112-20
pubmed: 19488046
Neuron. 2013 Oct 16;80(2):312-25
pubmed: 24139036
Mov Disord. 2012 Nov;27(13):1618-24
pubmed: 23038412
Behav Brain Res. 2008 Sep 1;192(1):137-42
pubmed: 18378330
J Neurosci. 2021 Dec 1;41(48):9932-9943
pubmed: 34670849
J Neurosci. 2008 Jan 30;28(5):1208-12
pubmed: 18234898
Cereb Cortex. 2002 Jul;12(7):772-82
pubmed: 12050089

Auteurs

Roxanna Korologou-Linden (R)

Medical Research Council Integrative Epidemiology Unit, University of Bristol, BS8 2BN, United Kingdom.
Population Health Sciences, Bristol Medical School, University of Bristol, Barley House, Oakfield Grove, Bristol, BS8 2BN, United Kingdom.

Isabel K Schuurmans (IK)

Department of Epidemiology, Erasmus MC University Medical Center Rotterdam, Rotterdam, the Netherlands.
The Generation R Study Group, Erasmus MC University Medical Center Rotterdam, Rotterdam, the Netherlands.

Charlotte A M Cecil (CAM)

Department of Epidemiology, Erasmus MC University Medical Center Rotterdam, Rotterdam, the Netherlands.
The Generation R Study Group, Erasmus MC University Medical Center Rotterdam, Rotterdam, the Netherlands.
Department of Child and Adolescent Psychiatry and Psychology, Erasmus MC University Medical Center Rotterdam, Rotterdam, the Netherlands.
Molecular Epidemiology, Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, the Netherlands.

Tonya White (T)

Department of Child and Adolescent Psychiatry and Psychology, Erasmus MC University Medical Center Rotterdam, Rotterdam, the Netherlands.
Molecular Epidemiology, Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, the Netherlands.
Department of Radiology and Nuclear Medicine, Erasmus University School of Medicine.
Section on Social and Cognitive Developmental Neuroscience, National Institute of Mental Health, Bethesda, Maryland, USA.

Tobias Banaschewski (T)

Department of Child and Adolescent Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Square J5, 68159 Mannheim, Germany.

Arun L W Bokde (ALW)

Discipline of Psychiatry, School of Medicine and Trinity College Institute of Neuroscience, Trinity College Dublin, Dublin, Ireland.

Sylvane Desrivières (S)

Centre for Population Neuroscience and Precision Medicine (PONS), Institute of Psychiatry, Psychology & Neuroscience, SGDP Centre, King's College London, United Kingdom.

Antoine Grigis (A)

Department of Psychology, School of Social Sciences, University of Mannheim, 68131 Mannheim, Germany.

Hugh Garavan (H)

Departments of Psychiatry and Psychology, University of Vermont, 05405 Burlington, Vermont, USA.

Penny Gowland (P)

Sir Peter Mansfield Imaging Centre School of Physics and Astronomy, University of Nottingham, University Park, Nottingham, United Kingdom.

Andreas Heinz (A)

Department of Psychiatry and Psychotherapy CCM, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany.

Rüdiger Brühl (R)

Physikalisch-Technische Bundesanstalt (PTB), Braunschweig and Berlin, Germany.

Jean-Luc Martinot (JL)

Institut National de la Santé et de la Recherche Médicale, INSERM U1299 "Developmental trajectories & psychiatry"; Ecole Normale supérieure Paris-Saclay, Université Paris-Saclay, CNRS, Centre Borelli; Gif-sur-Yvette, France.

Marie-Laure Paillère Martinot (ML)

Institut National de la Santé et de la Recherche Médicale, INSERM U1299 "Developmental trajectories & psychiatry"; Ecole Normale supérieure Paris-Saclay, Université Paris-Saclay, CNRS, Centre Borelli; Gif-sur-Yvette, France.
AP-HP.Sorbonne Université, Department of Child and Adolescent Psychiatry, Pitié-Salpêtrière Hospital, Paris, France.

Eric Artiges (E)

Institut National de la Santé et de la Recherche Médicale, INSERM U1299 "Developmental trajectories & psychiatry"; Ecole Normale supérieure Paris-Saclay, Université Paris-Saclay, CNRS, Centre Borelli; Gif-sur-Yvette, France.
Etablissement Public de Santé (EPS) Barthélemy Durand, Etampes, France.

Frauke Nees (F)

Department of Child and Adolescent Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Square J5, 68159 Mannheim, Germany.
Institute of Cognitive and Clinical Neuroscience, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Square J5, Mannheim, Germany.
NeuroSpin, CEA, Université Paris-Saclay, F-91191 Gif-sur-Yvette, France.

Dimitri Papadopoulos Orfanos (DP)

Institute of Medical Psychology and Medical Sociology, University Medical Center Schleswig Holstein, Kiel University, Kiel, Germany.

Tomáš Paus (T)

Departments of Psychology and Psychiatry, University of Toronto, Toronto, Ontario, M6A 2E1, Canada.
Department of Psychiatry, Faculty of Medicine, University of Montreal, Montreal, Quebec, Canada and Centre hospitalier universitaire Sainte-Justine, University of Montreal, Montreal, Quebec, Canada.

Luise Poustka (L)

Department of Child and Adolescent Psychiatry and Psychotherapy, University Medical Centre Göttingen, von-Siebold-Str. 5, 37075, Göttingen, Germany.

Nathalie Holz (N)

Department of Child and Adolescent Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Square J5, 68159 Mannheim, Germany.

Juliane H Fröhner (JH)

Department of Psychiatry and Neuroimaging Center, Technische Universität Dresden, Dresden, Germany.

M Smolka (M)

Department of Education and Psychology, Freie Universität Berlin, Berlin, Germany.

Henrik Walter (H)

Department of Psychiatry and Psychotherapy CCM, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany.

Jeanne Winterer (J)

Department of Psychiatry and Psychotherapy CCM, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany.
Department of Education and Psychology, Freie Universität Berlin, Berlin, Germany.

Robert Whelan (R)

School of Psychology and Global Brain Health Institute, Trinity College Dublin, Ireland.

Gunter Schumann (G)

Centre for Population Neuroscience and Precision Medicine (PONS), Institute of Psychiatry, Psychology & Neuroscience, SGDP Centre, King's College London, United Kingdom.
PONS Research Group, Dept of Psychiatry and Psychotherapy, Campus Charite Mitte, Humboldt University, Berlin and Leibniz Institute for Neurobiology, Magdeburg, Germany, and Institute for Science and Technology of Brain-inspired Intelligence (ISTBI), Fudan University, Shanghai, P.R. China.

Laura D Howe (LD)

Medical Research Council Integrative Epidemiology Unit, University of Bristol, BS8 2BN, United Kingdom.
Population Health Sciences, Bristol Medical School, University of Bristol, Barley House, Oakfield Grove, Bristol, BS8 2BN, United Kingdom.

Yoav Ben-Shlomo (Y)

Population Health Sciences, Bristol Medical School, University of Bristol, Barley House, Oakfield Grove, Bristol, BS8 2BN, United Kingdom.

Neil M Davies (NM)

Medical Research Council Integrative Epidemiology Unit, University of Bristol, BS8 2BN, United Kingdom.
Division of Psychiatry, University College London, Maple House, 149 Tottenham Court Rd, London W1T 7NF.
Department of Statistical Sciences, University College London, London WC1E 6BT, UK.
K.G. Jebsen Center for Genetic Epidemiology, Department of Public Health and Nursing, NTNU, Norwegian University of Science and Technology, Norway.

Emma L Anderson (EL)

Medical Research Council Integrative Epidemiology Unit, University of Bristol, BS8 2BN, United Kingdom.
Population Health Sciences, Bristol Medical School, University of Bristol, Barley House, Oakfield Grove, Bristol, BS8 2BN, United Kingdom.

Classifications MeSH