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Cortical thickness across the lifespan: Data from 17,075 healthy individuals aged 3-90 years.

TitleCortical thickness across the lifespan: Data from 17,075 healthy individuals aged 3-90 years.
Publication TypeJournal Article
Year of Publication2022
AuthorsFrangou S, Modabbernia A, Williams SCR, Papachristou E, Doucet GE, Agartz I, Aghajani M, Akudjedu TN, Albajes-Eizagirre A, Alnaes D et al.
Corporate AuthorsKarolinska Schizophrenia Project(KaSP)
JournalHum Brain Mapp
Volume43
Issue1
Pagination431-451
Date Published2022 Jan
ISSN1097-0193
Abstract

Delineating the association of age and cortical thickness in healthy individuals is critical given the association of cortical thickness with cognition and behavior. Previous research has shown that robust estimates of the association between age and brain morphometry require large-scale studies. In response, we used cross-sectional data from 17,075 individuals aged 3-90 years from the Enhancing Neuroimaging Genetics through Meta-Analysis (ENIGMA) Consortium to infer age-related changes in cortical thickness. We used fractional polynomial (FP) regression to quantify the association between age and cortical thickness, and we computed normalized growth centiles using the parametric Lambda, Mu, and Sigma method. Interindividual variability was estimated using meta-analysis and one-way analysis of variance. For most regions, their highest cortical thickness value was observed in childhood. Age and cortical thickness showed a negative association; the slope was steeper up to the third decade of life and more gradual thereafter; notable exceptions to this general pattern were entorhinal, temporopolar, and anterior cingulate cortices. Interindividual variability was largest in temporal and frontal regions across the lifespan. Age and its FP combinations explained up to 59% variance in cortical thickness. These results may form the basis of further investigation on normative deviation in cortical thickness and its significance for behavioral and cognitive outcomes.

DOI10.1002/hbm.25364
Pubmed Linkhttps://www.ncbi.nlm.nih.gov/pubmed/33595143?dopt=Abstract
page_expoInternal
Alternate JournalHum Brain Mapp
PubMed ID33595143
PubMed Central IDPMC8675431
Grant ListR01 AG058854 / AG / NIA NIH HHS / United States
400-07-080 / / Netherlands Organization for Health Research and Development (ZonMW) /
911-09-032 / / Netherlands Organization for Health Research and Development (ZonMW) /
024.001.003 / / Netherlands Organization for Health Research and Development (ZonMW) /
667302 / / European Community's Horizon 2020 Programme /
480-04-004 / / Netherlands Organization for Health Research and Development (ZonMW) /
U54 EB020403 / EB / NIBIB NIH HHS / United States
R01 MH113619 / NH / NIH HHS / United States
R01MH117014 / MH / NIMH NIH HHS / United States
2019107 / / South Eastern Norway Regional Health Authority /
R01 AG019771 / AG / NIA NIH HHS / United States
904-61-193 / / Netherlands Organization for Health Research and Development (ZonMW) /
UL1 RR025761 / RR / NCRR NIH HHS / United States
NCT0235832 / / Fundación Instituto de Investigación Marqués de Valdecilla /
/ / QIMR Berghofer Medical Research Institute and the Centre for Advanced Imaging, University of Queensland /
496682 / / US National Institute of Child Health and Human Development /
643051 / / European Community's Horizon 2020 Programme /
P30 AG010133 / AG / NIA NIH HHS / United States
/ / South-Eastern Norway Health Authority /
P30 AG10133 / / U.S. National Institutes of Health /
056-32-010 / / Netherlands Organization for Health Research and Development (ZonMW) /
985-10-002 / / Netherlands Organization for Health Research and Development (ZonMW) /
R01 MH117014 / MH / NIMH NIH HHS / United States
31160008 / / Netherlands Organization for Health Research and Development (ZonMW) /
/ / FP7 Ideas: European Research Council /
184.033.111 / / Biobanking and Biomolecular Resources Research Infrastructure /
602805 / / European Community's Seventh Framework Programme /
523-2014-3467 / / Swedish Research Council /
433-09-220 / / Nederlandse Organisatie voor Wetenschappelijk Onderzoek /
U01 AG068057 / AG / NIA NIH HHS / United States
NIH 1U24 RR021992 / / National Center for Research Resources at the National Institutes of Health /
521-2014-3487 / / Swedish Research Council /
R01 MH104284 / MH / NIMH NIH HHS / United States
R01 MH104284 / NH / NIH HHS / United States
R01 MH116147 / MH / NIMH NIH HHS / United States
/ / Biobanking and Biomolecular Resources Research Infrastructure (Netherlands) (BBMRI-NL) /
PI14/00918 / / Instituto de Salud Carlos III /
480-15-001/674 / / Netherlands Organization for Health Research and Development (ZonMW) /
R01 MH113619 / MH / NIMH NIH HHS / United States
/ / NIH Institutes contributing to the Big Data to Knowledge /
463-06-001 / / Netherlands Organization for Health Research and Development (ZonMW) /
016-130-669 / / Vici Innovation Program /
RR025761 / / ICTSI NIH/NCRR /
433-09-229 / / NWO Brain & Cognition Excellence Program /
451-04-034 / / Netherlands Organization for Health Research and Development (ZonMW) /
R01 HD050735 / HD / NICHD NIH HHS / United States
904-61-090 / / Netherlands Organization for Health Research and Development (ZonMW) /
/ / South London and Maudsley NHS Foundation Trust /
184.021.007 / / Biobanking and Biomolecular Resources Research Infrastructure /
602450 / / European Community's Seventh Framework Programme /
API07/011 / / Fundación Instituto de Investigación Marqués de Valdecilla /
UL1 TR000153 / TR / NCATS NIH HHS / United States
U24 RR021992 / RR / NCRR NIH HHS / United States
016-115-035 / / Netherlands Organization for Health Research and Development (ZonMW) /
R01MH042191 / MH / NIMH NIH HHS / United States
R01 MH042191 / MH / NIMH NIH HHS / United States
NWO-MagW 480-04-004 / / Nederlandse Organisatie voor Wetenschappelijk Onderzoek /
R01 AG060610 / AG / NIA NIH HHS / United States
1009064 / / US National Institute of Child Health and Human Development /
R01 CA101318 / CA / NCI NIH HHS / United States
NWO 51.02.061 / / Nederlandse Organisatie voor Wetenschappelijk Onderzoek /
PI060507 / / Instituto de Salud Carlos III /
R01 MH119219 / MH / NIMH NIH HHS / United States
PI050427 / / Instituto de Salud Carlos III /
R01 AG19771 / / U.S. National Institutes of Health /
603016 / / European Community's Seventh Framework Programme /
10-000-1001 / / Geestkracht programme of the Dutch Health Research Council /
602450 / / Seventh Framework Programme (FP7/2007-2013) /
R01 MH116147 / NH / NIH HHS / United States
2017-00949 / / Swedish Research Council /
NWO 51.02.062 / / Nederlandse Organisatie voor Wetenschappelijk Onderzoek /
U24 RR025736 / RR / NCRR NIH HHS / United States
#91619115 / / Vici Innovation Program /
400-05-717 / / Netherlands Organization for Health Research and Development (ZonMW) /
223273 / / the Research Council of Norway /
/ / the National Institute for Health Research (NIHR) /
NIH 1U24 RR025736-01 / / National Center for Research Resources at the National Institutes of Health /
278948 / / European Community's Seventh Framework Programme /
RO1HD050735 / / US National Institute of Child Health and Human Development /
481-08-011 / / Netherlands Organization for Health Research and Development (ZonMW) /
/ / Icahn School of Medicine at Mount Sinai /
PI020499 / / Instituto de Salud Carlos III /
2017-112 / / South Eastern Norway Regional Health Authority /
NCT02534363 / / Fundación Instituto de Investigación Marqués de Valdecilla /
912-10-020 / / Netherlands Organization for Health Research and Development (ZonMW) /
NWO-56-464-14192 / / Spinozapremie /
PI14/00639 / / Instituto de Salud Carlos III /
R01 MH090553 / MH / NIMH NIH HHS / United States
NWO/SPI 56-464-14192 / / Nederlandse Organisatie voor Wetenschappelijk Onderzoek /
RC2 DA029475 / DA / NIDA NIH HHS / United States
UL1 TR000153 / TR / NCATS NIH HHS / United States
/ RR / NCRR NIH HHS / United States
R01 CA101318 / CA / NCI NIH HHS / United States
U54EB020403 / MRC_ / Medical Research Council / United Kingdom
G0500092 / MRC_ / Medical Research Council / United Kingdom
R01MH117014 / MH / NIMH NIH HHS / United States
R01MH042191 / MH / NIMH NIH HHS / United States
R01 MH116147 / NH / NIH HHS / United States
R01 MH113619 / NH / NIH HHS / United States
R01 MH104284 / NH / NIH HHS / United States

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