Dose response of the 16p11.2 distal copy number variant on intracranial volume and basal ganglia

Carriers of large recurrent copy number variants (CNVs) have a higher risk of developing neurodevelopmental disorders. The 16p11.2 distal CNV predisposes carriers to e.g., autism spectrum disorder and schizophrenia. We compared subcortical brain volumes of 12 16p11.2 distal deletion and 12 duplication carriers to 6882 non-carriers from the large-scale brain Magnetic Resonance Imaging collaboration, ENIGMA-CNV. After stringent CNV calling procedures, and standardized FreeSurfer image analysis, we found negative dose-response associations with copy number on intracranial volume and on regional caudate, pallidum and putamen volumes ( β  = −0.71 to −1.37; P  < 0.0005). In an independent sample, consistent results were obtained, with significant effects in the pallidum ( β  = −0.95, P  = 0.0042). The two data sets combined showed significant negative dose-response for the accumbens, caudate, pallidum, putamen and ICV ( P  = 0.0032, 8.9 × 10 −6 , 1.7 × 10 − 9 , 3.5 × 10 −12 and 1.0 × 10 −4 , respectively). Full scale IQ was lower in both deletion and duplication carriers compared to non-carriers. This is the first brain MRI study of the impact of the 16p11.2 distal CNV, and we demonstrate a specific effect on subcortical brain structures, suggesting a neuropathological pattern underlying the neurodevelopmental syndromes.

Vincent Frouin | Norman Delanty | Katrin Amunts | Thomas Gareau | Svenja Caspers | Jingyu Liu | Paul Thompson | Neda Jahanshad | Tobias Kaufmann | Knut K. Kolskår | Alexander Teumer | Katharina Wittfeld | Andreas Heinz | Chi-Hua Chen | Lars Nyberg | Stefan Johansson | Zdenka Pausova | Anja Vaskinn | Stefan Ehrlich | Masaki Fukunaga | Henry Brodaty | Wei Wen | Shareefa Dalvie | Sinead Kelly | Vince Calhoun | Tetyana Zayats | John Blangero | Lars T Westlye | Anne-Marthe Sanders | Peter R Schofield | Nicholas G Martin | Dan J Stein | Ingrid Agartz | Samuel R Mathias | Nhat Trung Doan | Lianne Schmaal | Sven Cichon | James Rucker | Thomas Espeseth | Jessica Turner | Gunter Schumann | Sylvane Desrivières | Benedicto Crespo-Facorro | Anne Uhlmann | Bogdan Draganski | Masataka Kikuchi | David C Glahn | Clara Moreau | Paola Dazzan | Tiago Reis Marques | Alexandre Reymond | Anders M Dale | Mark McCormack | Dorret I Boomsma | Eco J C de Geus | Stephanie Le Hellard | Simon E Fisher | Katie L McMahon | Greig I de Zubicaray | Jouke-Jan Hottenga | Sara Pudas | Per Hoffmann | Barbara Franke | Derek Morris | Evangelos Vassos | Christiane Jockwitz | Hreinn Stefánsson | Kári Stefánsson | Torill Ueland | Dennis van der Meer | Roel Ophoff | Perminder Sachdev | Joanne E Curran | Sandra Martin-Brevet | Karen Mather | Srdjan Djurovic | Borja Rodriguez-Herreros | Costin Leu | Jean Shin | Daniel S Quintana | Neeltje E M van Haren | Diana Tordesillas-Gutierrez | Roberto Roiz-Santiañez | Anouk den Braber | Robin Bülow | Jayne Y Hehir-Kwa | Gary Donohoe | Yuri Milaneschi | David Mothersill | Carlos Prieto | Bruce Pike | Nicola J Armstrong | Elena Shumskaya | Derrek P Hibar | Erin Quinlan | Tomas Paus | Sébastien Jacquemont | Hidenaga Yamamori | Ryota Hashimoto | Arvid Lundervold | A. McRae | J. Hehir-Kwa | A. Reymond | H. Stefánsson | S. Cichon | S. Steinberg | R. Murray | E. Vassos | T. Mühleisen | S. Djurovic | B. Franke | O. Andreassen | R. Ophoff | K. Stefánsson | A. Dale | K. Amunts | V. Calhoun | J. Turner | N. Jahanshad | P. Thompson | T. Paus | R. Kahn | Yunpeng Wang | A. Schork | M. Fukunaga | Bogdan Draganski | D. Glahn | J. Blangero | L. Nyberg | A. Lundervold | N. Martin | T. Kaufmann | A. Lundervold | L. Westlye | T. Jernigan | I. Agartz | A. Heinz | P. Schofield | B. Penninx | D. Morris | D. Hibar | Jingyu Liu | P. Sachdev | H. Brodaty | W. Wen | V. Frouin | G. D. de Zubicaray | D. Boomsma | E. D. de Geus | S. Kelly | S. Sisodiya | S. Ehrlich | J. Hottenga | Chi-Hua Chen | G. Walters | A. Thalamuthu | D. Tordesillas-Gutiérrez | Z. Pausova | G. Schumann | T. Espeseth | N. V. van Haren | R. Brouwer | S. Fisher | B. Crespo-Facorro | J. Nordvik | S. Caspers | D. Quintana | Ó. Gústafsson | E. Jönsson | H. Grabe | A. Teumer | K. Mcmahon | M. Wright | K. Wittfeld | S. Sando | J. Kwok | A. Abdellaoui | V. Steen | G. Cavalleri | Y. Milaneschi | S. Hellard | A. Håberg | J. Curran | C. Reinbold | Sara Pudas | B. Pike | N. Groenewold | L. Schmaal | R. Bülow | S. Desrivières | N. Armstrong | M. Bernard | J. Bralten | K. Mather | R. Roiz-Santiañez | Jean Shin | L. Strike | C. Whelan | D. Ames | A. Corvin | M. Ikeda | N. Delanty | G. Donohoe | R. Hashimoto | J. Peralta | A. den Braber | A. Uhlmann | L. Holleran | P. Hoffmann | S. Johansson | J. Haavik | B. Rodríguez-Herreros | I. Sønderby | Geneviève Richard | Anne-Marthe Sanders | N. T. Doan | S. Dalvie | S. D. de Zwarte | C. Jockwitz | M. Kikuchi | S. Mathias | L. O. Olde Loohuis | E. Shumskaya | E. Quinlan | H. Yamamori | M. Hillegers | D. van der Meer | T. Ueland | P. Dazzan | T. Marques | S. Jacquemont | M. Ulfarsson | J. Rokicki | E. Knowles | C. Leu | M. McCormack | T. Zayats | D. Mothersill | G. Jónsdóttir | S. Martin-Brevet | C. Moreau | A. Vaskinn | G Bragi Walters | Ole A Andreassen | Asta Håberg | Rachel M Brouwer | Sanjay Sisodiya | Manon Bernard | Jan Haavik | Robin Murray | Juan M Peralta | Thomas W Mühleisen | Abdel Abdellaoui | Yunpeng Wang | Stacy Steinberg | Janita Bralten | David Ames | Andrew J Schork | Loes M Olde Loohuis | Christopher D Whelan | Erik G Jönsson | Vidar M Steen | Nynke A Groenewold | Dennis van 't Ent | Laurena Holleran | J. Rucker | S. Ciufolini | Terry Jernigan | Brenda Penninx | Masashi Ikeda | Ida E Sønderby | Ómar Gústafsson | Michael Andersson | Nicholas Blackburn | Hans-Richard Brattbak | Gianpiero Cavalleri | Simone Ciufolini | Aiden Corvin | Sonja M C de Zwarte | Hans Grabe | Manon H J Hillegers | Hilleke E Hulshoff | Gudrun A Jonsdottir | Rene Kahn | Emma E M Knowles | Knut K Kolskår | John B Kwok | Astri J Lundervold | Allan McRae | Jan E Nordvik | Céline S Reinbold | Genevieve Richard | Jarek Rokicki | Sigrid B Sando | Lachlan Strike | Anbu Thalamuthu | Magnus O Ulfarsson | Margie Wright | N. Blackburn | D. van ‘t Ent | Thomas Gareau | K. Kolskår | G. Richard | Carlos Prieto | H. E. Hulshoff | M. Andersson | Hans-Richard Brattbak | N. Martin | M. Wright | P. Thompson

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