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Cortical thickness across the lifespan: Data from 17,075 healthy individuals aged 3–90 years
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...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley & Sons, Inc.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8675431/ https://www.ncbi.nlm.nih.gov/pubmed/33595143 http://dx.doi.org/10.1002/hbm.25364 |
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author | Frangou, Sophia Modabbernia, Amirhossein Williams, Steven C. R. Papachristou, Efstathios Doucet, Gaelle E. Agartz, Ingrid Aghajani, Moji Akudjedu, Theophilus N. Albajes‐Eizagirre, Anton Alnæs, 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. de Haan, Lieuwe de Zubicaray, Greig I. den Braber, Anouk Dickie, Erin W. Di Giorgio, Annabella Doan, Nhat Trung Dørum, Erlend S. Ehrlich, Stefan Erk, Susanne Espeseth, Thomas Fatouros‐Bergman, Helena Fisher, Simon E. Fouche, Jean‐Paul Franke, Barbara Frodl, Thomas Fuentes‐Claramonte, Paola Glahn, David C. Gotlib, Ian H. Grabe, Hans‐Jörgen Grimm, Oliver Groenewold, Nynke A. Grotegerd, Dominik Gruber, Oliver Gruner, Patricia Gur, Rachel E. Gur, Ruben C. Hahn, Tim Harrison, Ben J. Hartman, Catharine A. Hatton, Sean N. Heinz, Andreas Heslenfeld, Dirk J. Hibar, Derrek P. Hickie, Ian B. Ho, Beng‐Choon Hoekstra, Pieter J. Hohmann, Sarah Holmes, Avram J. Hoogman, Martine Hosten, Norbert Howells, Fleur M. Hulshoff Pol, Hilleke E. Huyser, Chaim Jahanshad, Neda James, Anthony Jernigan, Terry L. Jiang, Jiyang Jönsson, Erik G. Joska, John A. Kahn, Rene Kalnin, Andrew Kanai, Ryota Klein, Marieke Klyushnik, Tatyana P. Koenders, Laura Koops, Sanne Krämer, Bernd Kuntsi, Jonna Lagopoulos, Jim Lázaro, Luisa Lebedeva, Irina Lee, Won Hee Lesch, Klaus‐Peter Lochner, Christine Machielsen, Marise W. J. Maingault, Sophie Martin, Nicholas G. Martínez‐Zalacaín, Ignacio Mataix‐Cols, David Mazoyer, Bernard McDonald, Colm McDonald, Brenna C. McIntosh, Andrew M. McMahon, Katie L. McPhilemy, Genevieve Meinert, Susanne Menchón, José M. Medland, Sarah E. Meyer‐Lindenberg, Andreas Naaijen, Jilly Najt, Pablo Nakao, Tomohiro Nordvik, Jan E. Nyberg, Lars Oosterlaan, Jaap de la Foz, Víctor Ortiz‐García Paloyelis, Yannis Pauli, Paul Pergola, Giulio Pomarol‐Clotet, Edith Portella, Maria J. Potkin, Steven G. Radua, Joaquim Reif, Andreas Rinker, Daniel A. Roffman, Joshua L. Rosa, Pedro G. P. Sacchet, Matthew D. Sachdev, Perminder S. Salvador, Raymond Sánchez‐Juan, Pascual Sarró, Salvador Satterthwaite, Theodore D. Saykin, Andrew J. Serpa, Mauricio H. Schmaal, Lianne Schnell, Knut Schumann, Gunter Sim, Kang Smoller, Jordan W. Sommer, Iris Soriano‐Mas, Carles Stein, Dan J. Strike, Lachlan T. Swagerman, Suzanne C. Tamnes, Christian K. Temmingh, Henk S. Thomopoulos, Sophia I. Tomyshev, Alexander S. Tordesillas‐Gutiérrez, Diana Trollor, Julian N. Turner, Jessica A. Uhlmann, Anne van den Heuvel, Odile A. van den Meer, Dennis van der Wee, Nic J. A. van Haren, Neeltje E. M. van 't Ent, Dennis van Erp, Theo G. M. Veer, Ilya M. Veltman, Dick J. Voineskos, Aristotle Völzke, Henry Walter, Henrik Walton, Esther Wang, Lei Wang, Yang Wassink, Thomas H. Weber, Bernd Wen, Wei West, John D. Westlye, Lars T. Whalley, Heather Wierenga, Lara M. Wittfeld, Katharina Wolf, Daniel H. Worker, Amanda Wright, Margaret J. Yang, Kun Yoncheva, Yulyia Zanetti, Marcus V. Ziegler, Georg C. Thompson, Paul M. Dima, Danai |
author_facet | Frangou, Sophia Modabbernia, Amirhossein Williams, Steven C. R. Papachristou, Efstathios Doucet, Gaelle E. Agartz, Ingrid Aghajani, Moji Akudjedu, Theophilus N. Albajes‐Eizagirre, Anton Alnæs, 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. de Haan, Lieuwe de Zubicaray, Greig I. den Braber, Anouk Dickie, Erin W. Di Giorgio, Annabella Doan, Nhat Trung Dørum, Erlend S. Ehrlich, Stefan Erk, Susanne Espeseth, Thomas Fatouros‐Bergman, Helena Fisher, Simon E. Fouche, Jean‐Paul Franke, Barbara Frodl, Thomas Fuentes‐Claramonte, Paola Glahn, David C. Gotlib, Ian H. Grabe, Hans‐Jörgen Grimm, Oliver Groenewold, Nynke A. Grotegerd, Dominik Gruber, Oliver Gruner, Patricia Gur, Rachel E. Gur, Ruben C. Hahn, Tim Harrison, Ben J. Hartman, Catharine A. Hatton, Sean N. Heinz, Andreas Heslenfeld, Dirk J. Hibar, Derrek P. Hickie, Ian B. Ho, Beng‐Choon Hoekstra, Pieter J. Hohmann, Sarah Holmes, Avram J. Hoogman, Martine Hosten, Norbert Howells, Fleur M. Hulshoff Pol, Hilleke E. Huyser, Chaim Jahanshad, Neda James, Anthony Jernigan, Terry L. Jiang, Jiyang Jönsson, Erik G. Joska, John A. Kahn, Rene Kalnin, Andrew Kanai, Ryota Klein, Marieke Klyushnik, Tatyana P. Koenders, Laura Koops, Sanne Krämer, Bernd Kuntsi, Jonna Lagopoulos, Jim Lázaro, Luisa Lebedeva, Irina Lee, Won Hee Lesch, Klaus‐Peter Lochner, Christine Machielsen, Marise W. J. Maingault, Sophie Martin, Nicholas G. Martínez‐Zalacaín, Ignacio Mataix‐Cols, David Mazoyer, Bernard McDonald, Colm McDonald, Brenna C. McIntosh, Andrew M. McMahon, Katie L. McPhilemy, Genevieve Meinert, Susanne Menchón, José M. Medland, Sarah E. Meyer‐Lindenberg, Andreas Naaijen, Jilly Najt, Pablo Nakao, Tomohiro Nordvik, Jan E. Nyberg, Lars Oosterlaan, Jaap de la Foz, Víctor Ortiz‐García Paloyelis, Yannis Pauli, Paul Pergola, Giulio Pomarol‐Clotet, Edith Portella, Maria J. Potkin, Steven G. Radua, Joaquim Reif, Andreas Rinker, Daniel A. Roffman, Joshua L. Rosa, Pedro G. P. Sacchet, Matthew D. Sachdev, Perminder S. Salvador, Raymond Sánchez‐Juan, Pascual Sarró, Salvador Satterthwaite, Theodore D. Saykin, Andrew J. Serpa, Mauricio H. Schmaal, Lianne Schnell, Knut Schumann, Gunter Sim, Kang Smoller, Jordan W. Sommer, Iris Soriano‐Mas, Carles Stein, Dan J. Strike, Lachlan T. Swagerman, Suzanne C. Tamnes, Christian K. Temmingh, Henk S. Thomopoulos, Sophia I. Tomyshev, Alexander S. Tordesillas‐Gutiérrez, Diana Trollor, Julian N. Turner, Jessica A. Uhlmann, Anne van den Heuvel, Odile A. van den Meer, Dennis van der Wee, Nic J. A. van Haren, Neeltje E. M. van 't Ent, Dennis van Erp, Theo G. M. Veer, Ilya M. Veltman, Dick J. Voineskos, Aristotle Völzke, Henry Walter, Henrik Walton, Esther Wang, Lei Wang, Yang Wassink, Thomas H. Weber, Bernd Wen, Wei West, John D. Westlye, Lars T. Whalley, Heather Wierenga, Lara M. Wittfeld, Katharina Wolf, Daniel H. Worker, Amanda Wright, Margaret J. Yang, Kun Yoncheva, Yulyia Zanetti, Marcus V. Ziegler, Georg C. Thompson, Paul M. Dima, Danai |
author_sort | Frangou, Sophia |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-8675431 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | John Wiley & Sons, Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-86754312021-12-27 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 Alnæs, 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. de Haan, Lieuwe de Zubicaray, Greig I. den Braber, Anouk Dickie, Erin W. Di Giorgio, Annabella Doan, Nhat Trung Dørum, Erlend S. Ehrlich, Stefan Erk, Susanne Espeseth, Thomas Fatouros‐Bergman, Helena Fisher, Simon E. Fouche, Jean‐Paul Franke, Barbara Frodl, Thomas Fuentes‐Claramonte, Paola Glahn, David C. Gotlib, Ian H. Grabe, Hans‐Jörgen Grimm, Oliver Groenewold, Nynke A. Grotegerd, Dominik Gruber, Oliver Gruner, Patricia Gur, Rachel E. Gur, Ruben C. Hahn, Tim Harrison, Ben J. Hartman, Catharine A. Hatton, Sean N. Heinz, Andreas Heslenfeld, Dirk J. Hibar, Derrek P. Hickie, Ian B. Ho, Beng‐Choon Hoekstra, Pieter J. Hohmann, Sarah Holmes, Avram J. Hoogman, Martine Hosten, Norbert Howells, Fleur M. Hulshoff Pol, Hilleke E. Huyser, Chaim Jahanshad, Neda James, Anthony Jernigan, Terry L. Jiang, Jiyang Jönsson, Erik G. Joska, John A. Kahn, Rene Kalnin, Andrew Kanai, Ryota Klein, Marieke Klyushnik, Tatyana P. Koenders, Laura Koops, Sanne Krämer, Bernd Kuntsi, Jonna Lagopoulos, Jim Lázaro, Luisa Lebedeva, Irina Lee, Won Hee Lesch, Klaus‐Peter Lochner, Christine Machielsen, Marise W. J. Maingault, Sophie Martin, Nicholas G. Martínez‐Zalacaín, Ignacio Mataix‐Cols, David Mazoyer, Bernard McDonald, Colm McDonald, Brenna C. McIntosh, Andrew M. McMahon, Katie L. McPhilemy, Genevieve Meinert, Susanne Menchón, José M. Medland, Sarah E. Meyer‐Lindenberg, Andreas Naaijen, Jilly Najt, Pablo Nakao, Tomohiro Nordvik, Jan E. Nyberg, Lars Oosterlaan, Jaap de la Foz, Víctor Ortiz‐García Paloyelis, Yannis Pauli, Paul Pergola, Giulio Pomarol‐Clotet, Edith Portella, Maria J. Potkin, Steven G. Radua, Joaquim Reif, Andreas Rinker, Daniel A. Roffman, Joshua L. Rosa, Pedro G. P. Sacchet, Matthew D. Sachdev, Perminder S. Salvador, Raymond Sánchez‐Juan, Pascual Sarró, Salvador Satterthwaite, Theodore D. Saykin, Andrew J. Serpa, Mauricio H. Schmaal, Lianne Schnell, Knut Schumann, Gunter Sim, Kang Smoller, Jordan W. Sommer, Iris Soriano‐Mas, Carles Stein, Dan J. Strike, Lachlan T. Swagerman, Suzanne C. Tamnes, Christian K. Temmingh, Henk S. Thomopoulos, Sophia I. Tomyshev, Alexander S. Tordesillas‐Gutiérrez, Diana Trollor, Julian N. Turner, Jessica A. Uhlmann, Anne van den Heuvel, Odile A. van den Meer, Dennis van der Wee, Nic J. A. van Haren, Neeltje E. M. van 't Ent, Dennis van Erp, Theo G. M. Veer, Ilya M. Veltman, Dick J. Voineskos, Aristotle Völzke, Henry Walter, Henrik Walton, Esther Wang, Lei Wang, Yang Wassink, Thomas H. Weber, Bernd Wen, Wei West, John D. Westlye, Lars T. Whalley, Heather Wierenga, Lara M. Wittfeld, Katharina Wolf, Daniel H. Worker, Amanda Wright, Margaret J. Yang, Kun Yoncheva, Yulyia Zanetti, Marcus V. Ziegler, Georg C. Thompson, Paul M. Dima, Danai Hum Brain Mapp Research Articles 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. John Wiley & Sons, Inc. 2021-02-17 /pmc/articles/PMC8675431/ /pubmed/33595143 http://dx.doi.org/10.1002/hbm.25364 Text en © 2021 The Authors. Human Brain Mapping published by Wiley Periodicals LLC. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Articles Frangou, Sophia Modabbernia, Amirhossein Williams, Steven C. R. Papachristou, Efstathios Doucet, Gaelle E. Agartz, Ingrid Aghajani, Moji Akudjedu, Theophilus N. Albajes‐Eizagirre, Anton Alnæs, 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. de Haan, Lieuwe de Zubicaray, Greig I. den Braber, Anouk Dickie, Erin W. Di Giorgio, Annabella Doan, Nhat Trung Dørum, Erlend S. Ehrlich, Stefan Erk, Susanne Espeseth, Thomas Fatouros‐Bergman, Helena Fisher, Simon E. Fouche, Jean‐Paul Franke, Barbara Frodl, Thomas Fuentes‐Claramonte, Paola Glahn, David C. Gotlib, Ian H. Grabe, Hans‐Jörgen Grimm, Oliver Groenewold, Nynke A. Grotegerd, Dominik Gruber, Oliver Gruner, Patricia Gur, Rachel E. Gur, Ruben C. Hahn, Tim Harrison, Ben J. Hartman, Catharine A. Hatton, Sean N. Heinz, Andreas Heslenfeld, Dirk J. Hibar, Derrek P. Hickie, Ian B. Ho, Beng‐Choon Hoekstra, Pieter J. Hohmann, Sarah Holmes, Avram J. Hoogman, Martine Hosten, Norbert Howells, Fleur M. Hulshoff Pol, Hilleke E. Huyser, Chaim Jahanshad, Neda James, Anthony Jernigan, Terry L. Jiang, Jiyang Jönsson, Erik G. Joska, John A. Kahn, Rene Kalnin, Andrew Kanai, Ryota Klein, Marieke Klyushnik, Tatyana P. Koenders, Laura Koops, Sanne Krämer, Bernd Kuntsi, Jonna Lagopoulos, Jim Lázaro, Luisa Lebedeva, Irina Lee, Won Hee Lesch, Klaus‐Peter Lochner, Christine Machielsen, Marise W. J. Maingault, Sophie Martin, Nicholas G. Martínez‐Zalacaín, Ignacio Mataix‐Cols, David Mazoyer, Bernard McDonald, Colm McDonald, Brenna C. McIntosh, Andrew M. McMahon, Katie L. McPhilemy, Genevieve Meinert, Susanne Menchón, José M. Medland, Sarah E. Meyer‐Lindenberg, Andreas Naaijen, Jilly Najt, Pablo Nakao, Tomohiro Nordvik, Jan E. Nyberg, Lars Oosterlaan, Jaap de la Foz, Víctor Ortiz‐García Paloyelis, Yannis Pauli, Paul Pergola, Giulio Pomarol‐Clotet, Edith Portella, Maria J. Potkin, Steven G. Radua, Joaquim Reif, Andreas Rinker, Daniel A. Roffman, Joshua L. Rosa, Pedro G. P. Sacchet, Matthew D. Sachdev, Perminder S. Salvador, Raymond Sánchez‐Juan, Pascual Sarró, Salvador Satterthwaite, Theodore D. Saykin, Andrew J. Serpa, Mauricio H. Schmaal, Lianne Schnell, Knut Schumann, Gunter Sim, Kang Smoller, Jordan W. Sommer, Iris Soriano‐Mas, Carles Stein, Dan J. Strike, Lachlan T. Swagerman, Suzanne C. Tamnes, Christian K. Temmingh, Henk S. Thomopoulos, Sophia I. Tomyshev, Alexander S. Tordesillas‐Gutiérrez, Diana Trollor, Julian N. Turner, Jessica A. Uhlmann, Anne van den Heuvel, Odile A. van den Meer, Dennis van der Wee, Nic J. A. van Haren, Neeltje E. M. van 't Ent, Dennis van Erp, Theo G. M. Veer, Ilya M. Veltman, Dick J. Voineskos, Aristotle Völzke, Henry Walter, Henrik Walton, Esther Wang, Lei Wang, Yang Wassink, Thomas H. Weber, Bernd Wen, Wei West, John D. Westlye, Lars T. Whalley, Heather Wierenga, Lara M. Wittfeld, Katharina Wolf, Daniel H. Worker, Amanda Wright, Margaret J. Yang, Kun Yoncheva, Yulyia Zanetti, Marcus V. Ziegler, Georg C. Thompson, Paul M. Dima, Danai Cortical thickness across the lifespan: Data from 17,075 healthy individuals aged 3–90 years |
title | Cortical thickness across the lifespan: Data from 17,075 healthy individuals aged 3–90 years |
title_full | Cortical thickness across the lifespan: Data from 17,075 healthy individuals aged 3–90 years |
title_fullStr | Cortical thickness across the lifespan: Data from 17,075 healthy individuals aged 3–90 years |
title_full_unstemmed | Cortical thickness across the lifespan: Data from 17,075 healthy individuals aged 3–90 years |
title_short | Cortical thickness across the lifespan: Data from 17,075 healthy individuals aged 3–90 years |
title_sort | cortical thickness across the lifespan: data from 17,075 healthy individuals aged 3–90 years |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8675431/ https://www.ncbi.nlm.nih.gov/pubmed/33595143 http://dx.doi.org/10.1002/hbm.25364 |
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