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Cortical thickness across the lifespan: Data from 17,075 healthy individuals aged 3-90 years.
Frangou, Sophia; Modabbernia, Amirhossein; Williams, Steven C R; Papachristou, Efstathios; Doucet, Gaelle E; Agartz, Ingrid; Aghajani, Moji; Akudjedu, Theophilus N; Albajes-Eizagirre, Anton; Alnaes, Dag; Alpert, Kathryn I; Andersson, Micael; Andreasen, Nancy C; Andreassen, Ole A; Asherson, Philip; Banaschewski, Tobias; Bargallo, Nuria; Baumeister, Sarah; Baur-Streubel, Ramona; Bertolino, Alessandro; Bonvino, Aurora; Boomsma, Dorret I; Borgwardt, Stefan; Bourque, Josiane; Brandeis, Daniel; Breier, Alan; Brodaty, Henry; Brouwer, Rachel M; Buitelaar, Jan K; Busatto, Geraldo F; Buckner, Randy L; Calhoun, Vincent; Canales-Rodríguez, Erick J; Cannon, Dara M; Caseras, Xavier; Castellanos, Francisco X; Cervenka, Simon; Chaim-Avancini, Tiffany M; Ching, Christopher R K; Chubar, Victoria; Clark, Vincent P; Conrod, Patricia; Conzelmann, Annette; Crespo-Facorro, Benedicto; Crivello, Fabrice; Crone, Eveline A; Dale, Anders M; Dannlowski, Udo; Davey, Christopher; de Geus, Eco J C.
Affiliation
  • Frangou S; Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York City, New York, USA.
  • Modabbernia A; Department of Psychiatry, Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, Canada.
  • Williams SCR; Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York City, New York, USA.
  • Papachristou E; Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom.
  • Doucet GE; Psychology and Human Development, Institute of Education, University College London, London, United Kingdom.
  • Agartz I; Institute for Human Neuroscience, Boys Town National Research Hospital, Omaha, Nebraska, USA.
  • Aghajani M; Norwegian Centre for Mental Disorders Research (NORMENT), Institute of Clinical Medicine, University of Oslo, Oslo, Norway.
  • Akudjedu TN; Department of Psychiatric Research, Diakonhjemmet Hospital, Oslo, Norway.
  • Albajes-Eizagirre A; Centre for Psychiatric Research, Department of Clinical Neuroscience, Karolinska Institutet, Solna, Sweden.
  • Alnaes D; Department of Psychiatry, Amsterdam University Medical Centre, Vrije Universiteit, Amsterdam, Netherlands.
  • Alpert KI; Section Forensic Family & Youth Care, Institute of Education & Child Studies, Leiden University, Netherlands.
  • Andersson M; Institute of Medical Imaging and Visualisation, Department of Medical Science and Public Health, Faculty of Health and Social Sciences, Bournemouth University, Poole, United Kingdom.
  • Andreasen NC; Clinical Neuroimaging Laboratory, Centre for Neuroimaging and Cognitive Genomics and NCBES Galway Neuroscience Centre, National University of Ireland, Galway, Ireland.
  • Andreassen OA; FIDMAG Germanes Hospitalàries, Barcelona, Spain.
  • Asherson P; Mental Health Research Networking Center (CIBERSAM), Madrid, Spain.
  • Banaschewski T; Norwegian Centre for Mental Disorders Research (NORMENT), Institute of Clinical Medicine, University of Oslo, Oslo, Norway.
  • Bargallo N; Division of Mental Health and Addiction, Institute of Clinical Medicine, University of Oslo, Oslo, Norway.
  • Baumeister S; Radiologics, Inc, Saint Louis, Missouri, USA.
  • Baur-Streubel R; Department of Integrative Medical Biology, Umeå University, Umeå, Sweden.
  • Bertolino A; Department of Psychiatry, Carver College of Medicine, The University of Iowa, Iowa City, Iowa, USA.
  • Bonvino A; Norwegian Centre for Mental Disorders Research (NORMENT), Institute of Clinical Medicine, University of Oslo, Oslo, Norway.
  • Boomsma DI; Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom.
  • Borgwardt S; Department of Child and Adolescent Psychiatry and Psychotherapy, Central Institute of Mental Health, Heidelberg University, Heidelberg, Germany.
  • Bourque J; Imaging Diagnostic Centre, Hospital Clinic, Barcelona University Clinic, Barcelona, Spain.
  • Brandeis D; August Pi i Sunyer Biomedical Research Institut (IDIBAPS), Barcelona, Spain.
  • Breier A; Department of Child and Adolescent Psychiatry and Psychotherapy, Central Institute of Mental Health, Heidelberg University, Heidelberg, Germany.
  • Brodaty H; Department of Psychology, Biological Psychology, Clinical Psychology and Psychotherapy, University of Würzburg, Würzburg, Germany.
  • Brouwer RM; Department of Basic Medical Science, Neuroscience and Sense Organs, University of Bari Aldo Moro, Bari, Italy.
  • Buitelaar JK; Department of Biological Psychology, Vrije Universiteit, Amsterdam, Netherlands.
  • Busatto GF; Department of Biological Psychology, Vrije Universiteit, Amsterdam, Netherlands.
  • Buckner RL; Department of Psychiatry & Psychotherapy, University of Lübeck, Lübeck, Germany.
  • Calhoun V; Department of Psychiatry, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
  • Canales-Rodríguez EJ; Department of Child and Adolescent Psychiatry and Psychotherapy, Central Institute of Mental Health, Heidelberg University, Heidelberg, Germany.
  • Cannon DM; Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, Indiana, USA.
  • Caseras X; Centre for Healthy Brain Ageing, School of Psychiatry, University of New South Wales, Kensington, New South Wales, Australia.
  • Castellanos FX; Rudolf Magnus Institute of Neuroscience, University Medical Center Utrecht, Utrecht, Netherlands.
  • Cervenka S; Donders Center of Medical Neurosciences, Radboud University, Nijmegen, Netherlands.
  • Chaim-Avancini TM; Donders Centre for Cognitive Neuroimaging, Radboud University, Nijmegen, Netherlands.
  • Ching CRK; Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, Netherlands.
  • Chubar V; Laboratory of Psychiatric Neuroimaging, Departamento e Instituto de Psiquiatria, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil.
  • Clark VP; Department of Psychology, Center for Brain Science, Harvard University, Cambridge, Massachusetts, USA.
  • Conrod P; Department of Psychiatry, Massachusetts General Hospital, Boston, Massachusetts, USA.
  • Conzelmann A; Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State University, Georgia Institute of Technology, Emory University, USA Neurology, Radiology, Psychiatry and Biomedical Engineering, Emory University, Atlanta, Georgia, USA.
  • Crespo-Facorro B; FIDMAG Germanes Hospitalàries, Barcelona, Spain.
  • Crivello F; Mental Health Research Networking Center (CIBERSAM), Madrid, Spain.
  • Crone EA; Clinical Neuroimaging Laboratory, Centre for Neuroimaging and Cognitive Genomics and NCBES Galway Neuroscience Centre, National University of Ireland, Galway, Ireland.
  • Dale AM; MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, United Kingdom.
  • Dannlowski U; Department of Child and Adolescent Psychiatry, New York University, New York, New York, USA.
  • Davey C; Centre for Psychiatric Research, Department of Clinical Neuroscience, Karolinska Institutet, Solna, Sweden.
  • de Geus EJC; Stockholm Health Care Services, Stockholm, Sweden.
Hum Brain Mapp ; 43(1): 431-451, 2022 01.
Article in En | MEDLINE | ID: mdl-33595143
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.
Subject(s)
Key words

Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Cerebral Cortex / Neuroimaging / Human Development Type of study: Clinical_trials / Observational_studies / Prevalence_studies / Risk_factors_studies / Systematic_reviews Limits: Adolescent / Adult / Aged / Aged80 / Child / Child, preschool / Female / Humans / Male / Middle aged Language: En Journal: Hum Brain Mapp Journal subject: CEREBRO Year: 2022 Type: Article Affiliation country: United States

Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Cerebral Cortex / Neuroimaging / Human Development Type of study: Clinical_trials / Observational_studies / Prevalence_studies / Risk_factors_studies / Systematic_reviews Limits: Adolescent / Adult / Aged / Aged80 / Child / Child, preschool / Female / Humans / Male / Middle aged Language: En Journal: Hum Brain Mapp Journal subject: CEREBRO Year: 2022 Type: Article Affiliation country: United States