Cortical Thickness Trajectories across the Lifespan: Data from 17,075 healthy individuals aged 3-90 years

Delineating age-related cortical trajectories in healthy individuals is critical given the association of cortical thickness with cognition and behaviour. Previous research has shown that deriving robust estimates of age-related brain morphometric changes requires large-scale studies. In response, we conducted a large-scale analysis of cortical thickness in 17,075 individuals aged 3-90 years by pooling data through the Lifespan Working group of the Enhancing Neuroimaging Genetics through Meta-Analysis (ENIGMA) Consortium. We used fractional polynomial (FP) regression to characterize age-related trajectories in cortical thickness, and we computed normalized growth centiles using the parametric Lambda, Mu, and Sigma (LMS) method. Inter-individual variability was estimated using meta-analysis and one-way analysis of variance. Overall, cortical thickness peaked in childhood and had a steep decrease during the first 2-3 decades of life; thereafter, it showed a gradual monotonic decrease which was steeper in men than in women particularly in middle-life. Notable exceptions to this general pattern were entorhinal, temporopolar and anterior cingulate cortices. Inter-individual 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 reconcile uncertainties about age-related trajectories of cortical thickness; the centile values provide estimates of normative variance in cortical thickness, and may assist in detecting abnormal deviations in cortical thickness, and associated behavioural, cognitive and clinical outcomes.

Yang Wang | Patricia Gruner | Won Hee Lee | Ryota Kanai | Dag Alnæs | Henrik Walter | Simon Cervenka | Neda Jahanshad | Erlend S. Dørum | Katharina Wittfeld | Andreas Heinz | Anouk den Braber | Bernd Weber | Lars Nyberg | Paul Pauli | Henry Völzke | Theodore D Satterthwaite | Jan K Buitelaar | Nancy Andreasen | Stefan Ehrlich | Fabrice Crivello | Bernard Mazoyer | Alessandro Bertolino | Andrew J Saykin | Henry Brodaty | Patricia Conrod | Wei Wen | Andreas Meyer-Lindenberg | Tobias Banaschewski | Joaquim Radua | Knut Schnell | Dominik Grotegerd | Steven G Potkin | Jessica A Turner | Erick Jorge Canales-Rodríguez | Lars T Westlye | Jiyang Jiang | Ruben C Gur | Sarah E Medland | Nicholas G Martin | Dan J Stein | Ingrid Agartz | Nhat Trung Doan | Lianne Schmaal | Giulio Pergola | Edith Pomarol-Clotet | Susanne Erk | Randy L Buckner | Beng-Choon Ho | Danai Dima | Thomas Espeseth | Paul M Thompson | Nuria Bargallo | Gunter Schumann | Jean-Paul Fouche | Oliver Gruber | Philip Asherson | Micael Andersson | Benedicto Crespo-Facorro | Anthony James | Anne Uhlmann | Sophia Frangou | Carles Soriano-Mas | Dick J Veltman | Colm McDonald | Genevieve McPhilemy | Dara M Cannon | David C Glahn | Lei Wang | Anders M Dale | Heather Whalley | Jim Lagopoulos | Norbert Hosten | Dorret I Boomsma | Vincent P Clark | Martine Hoogman | Diana Tordesillas-Gutiérrez | Simon E Fisher | Lachlan T Strike | Katie L McMahon | Greig I de Zubicaray | Margaret J Wright | Tomohiro Nakao | Anton Albajes-Eizagirre | Barbara Franke | Thomas Frodl | Ian B Hickie | Klaus-Peter Lesch | Yannis Paloyelis | David Mataix-Cols | Xavier Caseras | Daniel H Wolf | Iris Sommer | Lachlan T. Strike | Raymond Salvador | Avram J Holmes | Jilly Naaijen | Ben J Harrison | Ignacio Martínez-Zalacaín | Jonna Kuntsi | Jordan W Smoller | Pablo Najt | Christine Lochner | Andreas Reif | Dirk J Heslenfeld | Jaap Oosterlaan | Sim Kang | Perminder S Sachdev | Sarah Baumeister | Tiffany M Chaim-Avancini | Derrek P Hibar | Daniel Brandeis | Chaim Huyser | Sophia I Thomopoulos | Sarah Hohmann | B. Franke | O. Andreassen | T. Wassink | A. Dale | R. Buckner | S. Potkin | J. Turner | T. V. van Erp | A. Meyer-Lindenberg | I. Hickie | N. Jahanshad | P. Thompson | K. Lesch | R. Kahn | N. Andreasen | E. Crone | H. Walter | H. Völzke | R. Gur | A. Saykin | J. West | B. McDonald | A. James | H. Whalley | Steven C. R. Williams | P. Conrod | H. H. Hulshoff Pol | D. Glahn | R. Salvador | F. Castellanos | L. Nyberg | A. Holmes | J. Smoller | N. Martin | L. Westlye | I. Agartz | B. Mazoyer | A. Heinz | F. Crivello | J. Roffman | J. Buitelaar | S. Frangou | A. McIntosh | R. Kanai | J. Lagopoulos | K. 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Zanetti | Y. Paloyelis | J. Fouche | A. Uhlmann | S. Swagerman | A. Di Giorgio | Jiyang Jiang | M. Serpa | M. Machielsen | L. Koenders | L. de Haan | K. Alpert | X. Caseras | S. Hatton | J. Oosterlaan | P. Asherson | J. Kuntsi | A. Reif | M. Aghajani | Pedro G. P. Rosa | E. Pomarol-Clotet | D. Alnæs | E. Dørum | N. T. Doan | P. Gruner | C. Lochner | I. Martínez-Zalacaín | D. Mataix-Cols | T. Nakao | P. Najt | S. Thomopoulos | S. Koops | I. Sommer | R. Baur-Streubel | T. Chaim-Avancini | A. Conzelmann | S. Cervenka | P. Sánchez-Juan | A. Breier | H. Fatouros-Bergman | A. Tomyshev | E. Dickie | P. Fuentes-Claramonte | G. Doucet | F. Howells | A. Bonvino | C. Hartman | T. Akudjedu | H. Temmingh | S. Sarró | W. Lee | Josiane Bourque | J. Naaijen | A. Modabbernia | S. Maingault | J. Joska | Ole A Andreassen | John D. West | Marieke Klein | Andrew M McIntosh | Rachel M Brouwer | Hilleke E Hulshoff Pol | Joshua L Roffman | José M Menchón | Alan Breier | Lieuwe de Haan | Gaelle E Doucet | John A Joska | Pieter J Hoekstra | Josiane Bourque | Ian H Gotlib | Maria J Portella | Pascual Sánchez-Juan | Andrew Kalnin | Matthew D Sacchet | Annabella Di Giorgio | Oliver Grimm | Salvador Sarró | Esther Walton | Erik G Jönsson | Nynke A Groenewold | Thomas H Wassink | Moji Aghajani | Suzanne C Swagerman | V. Calhoun | A. Albajes-Eizagirre | Sean N Hatton | Steven CR Williams | Hans-Jörgen Grabe | Luisa Lázaro | Geraldo F Busatto | Brenna C McDonald | Bernd Krämer | Sanne Koops | Dennis van ’t Ent | Eco JC de Geus | Annette Conzelmann | Yang Wang | Ilya M Veer | Fleur M Howells | Mauricio H Serpa | Henk S Temmingh | Marcus V Zanetti | Stefan Borgwardt | Kathryn I Alpert | Christian K Tamnes | Rene Kahn | Jan E Nordvik | Erick J Canales-Rodríguez | Paola Fuentes-Claramonte | Laura Koenders | Erin W Dickie | Aurora Bonvino | Irina Lebedeva | Alexander S Tomyshev | Helena Fatouros-Bergman | John D West | Theophilus N Akudjedu | Julian N Trollor | N. J. van der Wee | Sophie Maingault | I. Lebedeva | Lara M Wierenga | Amirhossein Modabbernia | Efstathios Papachristou | Ramona Baur-Streubel | Vincent Calhoun | Francisco X Castellanos | Christopher RK Ching | Eveline AM Crone | Cristopher Davey | Erlend S Dørum | Rachel E Gur | Catharine A Hartman | Tatyana P Klushnik | Marise WJ Machielsen | Víctor Ortiz-García de la Foz | Pedro GP Rosa | Odille A van den Heuvel | Dennis van den Meer | Nic JA van der Wee | Neeltje EM van Haren | Theo GM van Erp | Kun Yang | Yulyia Yoncheva | Georg C Ziegler | G. McPhilemy | J. Bourque | D. van ‘t Ent | V. O. de la Foz | O. A. van den Heuvel | Kun Yang | C. Davey | Dennis van den Meer | Yulyia Yoncheva | Sim Kang | G. C. Ziegler | S. Baumeister | L. Wierenga | R. E. Gur | Tomohiro Nakao | D. Boomsma | M. Wright | P. Thompson | N. Martin | A. Braber | N. Martin | P. Thompson | R. Baur‐Streubel | P. Thompson | Mauricio Serpa | Sophie Maingault | P. Thompson | B. McDonald

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