The genetic architecture of the human cerebral cortex

Grasby, Katrina L.; Jahanshad, Neda; Shatokhina, Natalia; Mirza-Schreiber, N; Moreira, JCV; Muhleisen, TW; Mueller-Myhsok, B; Najt, P; Nakahara, S; Nho, K; Loohuis, LMO; Orfanos, DP; Pearson, JF; Zsembik, Leo C. P.; Pitcher, TL; Putz, B; Quide, Y; Ragothaman, A; Rashid, FM; Reay, William R.; Redlich, R; Reinbold, CS; Repple, J; Richard, G; Thomopoulos, Sophia I.; Riedel, BC; Risacher, SL; Rocha, CS; Mota, NR; Salminen, L; Saremi, A; Saykin, AJ; Schlag, F; Schmaal, L; Schofield, PR; Zhu, Alyssa H.; Secolin, R; Shapland, CY; Shen, L; Shin, J; Shumskaya, E; Sonderby, IE; Sprooten, E; Tansey, KE; Teumer, A; Thalamuthu, A; Strike, Lachlan T.; Tordesillas-Gutierrez, D; Turner, JA; Uhlmann, A; Vallerga, CL; van der Meer, D; van Donkelaar, MMJ; van Eijk, L; van Erp, TGM; van Haren, NEM; van Rooij, D; Agartz, Ingrid; van Tol, M-J; Veldink, JH; Verhoef, E; Walton, E; Wang, M; Wang, Y; Wardlaw, JM; Wen, W; Westlye, LT; Whelan, CD; Alhusaini, Saud; Witt, SH; Wittfeld, K; Wolf, C; Wolfers, T; Wu, Jing Qin; Yasuda, CL; Zaremba, D; Zhang, Z; Zwiers, MP; Artiges, E; Almeida, Marcio A. A.; Assareh, AA; Ayesa-Arriola, R; Belger, A; Brandt, CL; Brown, GG; Cichon, S; Curran, JE; Davies, GE; Degenhardt, F; Dennis, MF; Alnaes, Dag; Dietsche, B; Djurovic, S; Doherty, CP; Espiritu, R; Garijo, D; Gil, Y; Gowland, PA; Green, RC; Hausler, AN; Heindel, W; Amlien, Inge K.; Ho, B-C; Hoffmann, WU; Holsboer, F; Homuth, G; Hosten, N; Jack, CR; Jang, M; Jansen, A; Kimbrel, NA; Kolskar, K; Painter, Jodie N.; Andersson, Micael; Koops, S; Krug, A; Lim, KO; Luykx, JJ; Mathalon, DH; Mather, KA; Mattay, VS; Matthews, S; Van Son, JM; McEwen, SC; Ard, T; Melle, I; Morris, DW; Mueller, BA; Nauck, M; Nordvik, JE; Noethen, MM; O'Leary, DS; Opel, N; Martinot, M-LP; Pike, GB; Armstrong, NJ; Preda, A; Quinlan, EB; Rasser, Paul E.; Ratnakar, V; Reppermund, S; Steen, VM; Tooney, Paul A.; Torres, FR; Veltman, DJ; Voyvodic, JT; Ashley-Koch, A; Whelan, R; White, T; Yamamori, H; Adams, HHH; Bis, JC; Debette, S; Decarli, C; Fornage, M; Gudnason, V; Hofer, E; Atkins, Joshua R.; Ikram, MA; Launer, L; Longstreth, WT; Lopez, OL; Mazoyer, B; Mosley, TH; Roshchupkin, GV; Satizabal, CL; Schmidt, R; Seshadri, S; Bernard, M; Yang, Q; Alvim, MKM; Ames, D; Anderson, TJ; Andreassen, OA; Arias-Vasquez, A; Bastin, ME; Baune, BT; Beckham, JC; Blangero, J; Brouwer, RM; Boomsma, DI; Brodaty, H; Brunner, HG; Buckner, RL; Buitelaar, JK; Bustillo, JR; Cahn, W; Cairns, Murray J.; Calhoun, V; Carr, VJ; Buimer, EEL; Caseras, X; Caspers, S; Cavalleri, GL; Cendes, F; Corvin, A; Crespo-Facorro, B; Dalrymple-Alford, JC; Dannlowski, U; de Geus, EJC; Deary, IJ; Bulow, R; Delanty, N; Depondt, C; Desrivieres, S; Donohoe, G; Espeseth, T; Fernandez, G; Fisher, SE; Flor, H; Forstner, AJ; Francks, C; Burger, C; Franke, B; Glahn, DC; Gollub, RL; Grabe, HJ; Gruber, O; Haberg, AK; Hariri, AR; Hartman, CA; Hashimoto, R; Heinz, A; Colodro-Conde, Lucia; Cannon, DM; Henskens, Frans A.; Hillegers, MHJ; Hoekstra, PJ; Holmes, AJ; Hong, LE; Hopkins, WD; Pol, HEH; Jernigan, TL; Jonsson, EG; Kahn, RS; Chakravarty, M; Kennedy, MA; Kircher, TTJ; Kochunov, P; Kwok, JBJ; Le Hellard, S; Loughland, Carmel M.; Martin, NG; Martinot, J-L; McDonald, C; McMahon, KL; Chen, Q; Meyer-Lindenberg, A; Michie, Patricia T.; Morey, RA; Mowry, B; Nyberg, L; Oosterlaan, J; Ophoff, RA; Pantelis, C; Paus, T; Pausova, Z; Cheung, JW; Penninx, BWJH; Polderman, TJC; Posthuma, D; Rietschel, M; Roffman, JL; Rowland, LM; Sachdev, PS; Samann, PG; Schall, Ulrich; Schumann, G; Couvy-Duchesne, B; Scott, Rodney J.; Sim, K; Sisodiya, SM; Smoller, JW; Sommer, IE; St Pourcain, B; Stein, DJ; Toga, AW; Trollor, JN; Van der Wee, NJA; Dale, AM; van't Ent, D; Volzke, H; Walter, H; Weber, B; Weinberger, DR; Wright, MJ; Zhou, J; Stein, JL; Thompson, PM; Medland, SE; Dalvie, S; de Araujo, TK; de Zubicaray, GI; de Zwarte, SMC; Bralten, Janita; den Braber, A; Nhat, TD; Dohm, K; Ehrlich, S; Engelbrecht, H-R; Erk, S; Fan, CC; Fedko, IO; Foley, SF; Ford, JM; Hibar, Derrek P.; Fukunaga, M; Garrett, ME; Ge, T; Giddaluru, S; Goldman, AL; Green, MJ; Groenewold, NA; Grotegerd, D; Gurholt, TP; Gutman, BA; Lind, Penelope A.; Hansell, NK; Harris, MA; Harrison, MB; Haswell, CC; Hauser, M; Herms, S; Heslenfeld, DJ; Ho, NF; Hoehn, D; Hoffmann, P; Pizzagalli, Fabrizio; Holleran, L; Hoogman, M; Hottenga, J-J; Ikeda, M; Janowitz, D; Jansen, IE; Jia, T; Jockwitz, C; Kanai, R; Karama, S; Ching, Christopher R. K.; Kasperaviciute, D; Kaufmann, T; Kelly, S; Kikuchi, M; Klein, M; Knapp, M; Knodt, AR; Kramer, B; Lam, M; Lancaster, TM; McMahon, Mary Agnes B.; Lee, PH; Lett, TA; Lewis, LB; Lopes-Cendes, I; Luciano, M; Macciardi, F; Marquand, AF; Mathias, SR; Melzer, TR; Milaneschi, Y

Title: The genetic architecture of the human cerebral cortex
Creator: Grasby, Katrina L.; Jahanshad, Neda; Shatokhina, Natalia; Mirza-Schreiber, N; Moreira, JCV; Muhleisen, TW; Mueller-Myhsok, B; Najt, P; Nakahara, S; Nho, K; Loohuis, LMO; Orfanos, DP; Pearson, JF; Zsembik, Leo C. P.; Pitcher, TL; Putz, B; Quide, Y; Ragothaman, A; Rashid, FM; Reay, William R.; Redlich, R; Reinbold, CS; Repple, J; Richard, G; Thomopoulos, Sophia I.; Riedel, BC; Risacher, SL; Rocha, CS; Mota, NR; Salminen, L; Saremi, A; Saykin, AJ; Schlag, F; Schmaal, L; Schofield, PR; Zhu, Alyssa H.; Secolin, R; Shapland, CY; Shen, L; Shin, J; Shumskaya, E; Sonderby, IE; Sprooten, E; Tansey, KE; Teumer, A; Thalamuthu, A; Strike, Lachlan T.; Tordesillas-Gutierrez, D; Turner, JA; Uhlmann, A; Vallerga, CL; van der Meer, D; van Donkelaar, MMJ; van Eijk, L; van Erp, TGM; van Haren, NEM; van Rooij, D; Agartz, Ingrid; van Tol, M-J; Veldink, JH; Verhoef, E; Walton, E; Wang, M; Wang, Y; Wardlaw, JM; Wen, W; Westlye, LT; Whelan, CD; Alhusaini, Saud; Witt, SH; Wittfeld, K; Wolf, C; Wolfers, T; Wu, Jing Qin; Yasuda, CL; Zaremba, D; Zhang, Z; Zwiers, MP; Artiges, E; Almeida, Marcio A. A.; Assareh, AA; Ayesa-Arriola, R; Belger, A; Brandt, CL; Brown, GG; Cichon, S; Curran, JE; Davies, GE; Degenhardt, F; Dennis, MF; Alnaes, Dag; Dietsche, B; Djurovic, S; Doherty, CP; Espiritu, R; Garijo, D; Gil, Y; Gowland, PA; Green, RC; Hausler, AN; Heindel, W; Amlien, Inge K.; Ho, B-C; Hoffmann, WU; Holsboer, F; Homuth, G; Hosten, N; Jack, CR; Jang, M; Jansen, A; Kimbrel, NA; Kolskar, K; Painter, Jodie N.; Andersson, Micael; Koops, S; Krug, A; Lim, KO; Luykx, JJ; Mathalon, DH; Mather, KA; Mattay, VS; Matthews, S; Van Son, JM; McEwen, SC; Ard, T; Melle, I; Morris, DW; Mueller, BA; Nauck, M; Nordvik, JE; Noethen, MM; O'Leary, DS; Opel, N; Martinot, M-LP; Pike, GB; Armstrong, NJ; Preda, A; Quinlan, EB; Rasser, Paul E.; Ratnakar, V; Reppermund, S; Steen, VM; Tooney, Paul A.; Torres, FR; Veltman, DJ; Voyvodic, JT; Ashley-Koch, A; Whelan, R; White, T; Yamamori, H; Adams, HHH; Bis, JC; Debette, S; Decarli, C; Fornage, M; Gudnason, V; Hofer, E; Atkins, Joshua R.; Ikram, MA; Launer, L; Longstreth, WT; Lopez, OL; Mazoyer, B; Mosley, TH; Roshchupkin, GV; Satizabal, CL; Schmidt, R; Seshadri, S; Bernard, M; Yang, Q; Alvim, MKM; Ames, D; Anderson, TJ; Andreassen, OA; Arias-Vasquez, A; Bastin, ME; Baune, BT; Beckham, JC; Blangero, J; Brouwer, RM; Boomsma, DI; Brodaty, H; Brunner, HG; Buckner, RL; Buitelaar, JK; Bustillo, JR; Cahn, W; Cairns, Murray J.; Calhoun, V; Carr, VJ; Buimer, EEL; Caseras, X; Caspers, S; Cavalleri, GL; Cendes, F; Corvin, A; Crespo-Facorro, B; Dalrymple-Alford, JC; Dannlowski, U; de Geus, EJC; Deary, IJ; Bulow, R; Delanty, N; Depondt, C; Desrivieres, S; Donohoe, G; Espeseth, T; Fernandez, G; Fisher, SE; Flor, H; Forstner, AJ; Francks, C; Burger, C; Franke, B; Glahn, DC; Gollub, RL; Grabe, HJ; Gruber, O; Haberg, AK; Hariri, AR; Hartman, CA; Hashimoto, R; Heinz, A; Colodro-Conde, Lucia; Cannon, DM; Henskens, Frans A.; Hillegers, MHJ; Hoekstra, PJ; Holmes, AJ; Hong, LE; Hopkins, WD; Pol, HEH; Jernigan, TL; Jonsson, EG; Kahn, RS; Chakravarty, M; Kennedy, MA; Kircher, TTJ; Kochunov, P; Kwok, JBJ; Le Hellard, S; Loughland, Carmel M.; Martin, NG; Martinot, J-L; McDonald, C; McMahon, KL; Chen, Q; Meyer-Lindenberg, A; Michie, Patricia T.; Morey, RA; Mowry, B; Nyberg, L; Oosterlaan, J; Ophoff, RA; Pantelis, C; Paus, T; Pausova, Z; Cheung, JW; Penninx, BWJH; Polderman, TJC; Posthuma, D; Rietschel, M; Roffman, JL; Rowland, LM; Sachdev, PS; Samann, PG; Schall, Ulrich; Schumann, G; Couvy-Duchesne, B; Scott, Rodney J.; Sim, K; Sisodiya, SM; Smoller, JW; Sommer, IE; St Pourcain, B; Stein, DJ; Toga, AW; Trollor, JN; Van der Wee, NJA; Dale, AM; van't Ent, D; Volzke, H; Walter, H; Weber, B; Weinberger, DR; Wright, MJ; Zhou, J; Stein, JL; Thompson, PM; Medland, SE; Dalvie, S; de Araujo, TK; de Zubicaray, GI; de Zwarte, SMC; Bralten, Janita; den Braber, A; Nhat, TD; Dohm, K; Ehrlich, S; Engelbrecht, H-R; Erk, S; Fan, CC; Fedko, IO; Foley, SF; Ford, JM; Hibar, Derrek P.; Fukunaga, M; Garrett, ME; Ge, T; Giddaluru, S; Goldman, AL; Green, MJ; Groenewold, NA; Grotegerd, D; Gurholt, TP; Gutman, BA; Lind, Penelope A.; Hansell, NK; Harris, MA; Harrison, MB; Haswell, CC; Hauser, M; Herms, S; Heslenfeld, DJ; Ho, NF; Hoehn, D; Hoffmann, P; Pizzagalli, Fabrizio; Holleran, L; Hoogman, M; Hottenga, J-J; Ikeda, M; Janowitz, D; Jansen, IE; Jia, T; Jockwitz, C; Kanai, R; Karama, S; Ching, Christopher R. K.; Kasperaviciute, D; Kaufmann, T; Kelly, S; Kikuchi, M; Klein, M; Knapp, M; Knodt, AR; Kramer, B; Lam, M; Lancaster, TM; McMahon, Mary Agnes B.; Lee, PH; Lett, TA; Lewis, LB; Lopes-Cendes, I; Luciano, M; Macciardi, F; Marquand, AF; Mathias, SR; Melzer, TR; Milaneschi, Y
Relation: NHMRC.1067137 http://purl.org/au-research/grants/nhmrc/1067137 & 1147644 http://purl.org/au-research/grants/nhmrc/1147644 & 1121474 http://purl.org/au-research/grants/nhmrc/1121474 & 1067137 http://purl.org/au-research/grants/nhmrc/1067137
Relation: Science Vol. 367, Issue 6484, no. aay6690
Publisher Link: http://dx.doi.org/10.1126/science.aay6690
Publisher: American Association for the Advancement of Science (AAAS)
Resource Type: journal article
Date: 2020
Description: Introduction: The cerebral cortex underlies our complex cognitive capabilities. Variations in human cortical surface area and thickness are associated with neurological, psychological, and behavioral traits and can be measured in vivo by magnetic resonance imaging (MRI). Studies in model organisms have identified genes that influence cortical structure, but little is known about common genetic variants that affect human cortical structure. Rationale: To identify genetic variants associated with human cortical structure at both global and regional levels, we conducted a genome-wide association meta-analysis of brain MRI data from 51,665 individuals across 60 cohorts. We analyzed the surface area and average thickness of the whole cortex and 34 cortical regions with known functional specializations. Results: We identified 369 nominally genome-wide significant loci (P < 5 × 10−8) associated with cortical structure in a discovery sample of 33,992 participants of European ancestry. Of the 360 loci for which replication data were available, 241 loci influencing surface area and 66 influencing thickness remained significant after replication, with 237 loci passing multiple testing correction (P < 8.3 × 10−10; 187 influencing surface area and 50 influencing thickness). Common genetic variants explained 34% (SE = 3%) of the variation in total surface area and 26% (SE = 2%) in average thickness; surface area and thickness showed a negative genetic correlation (rG = −0.32, SE = 0.05, P = 6.5 × 10−12), which suggests that genetic influences have opposing effects on surface area and thickness. Bioinformatic analyses showed that total surface area is influenced by genetic variants that alter gene regulatory activity in neural progenitor cells during fetal development. By contrast, average thickness is influenced by active regulatory elements in adult brain samples, which may reflect processes that occur after mid-fetal development, such as myelination, branching, or pruning. When considered together, these results support the radial unit hypothesis that different developmental mechanisms promote surface area expansion and increases in thickness. To identify specific genetic influences on individual cortical regions, we controlled for global measures (total surface area or average thickness) in the regional analyses. After multiple testing correction, we identified 175 loci that influence regional surface area and 46 that influence regional thickness. Loci that affect regional surface area cluster near genes involved in the Wnt signaling pathway, which is known to influence areal identity. We observed significant positive genetic correlations and evidence of bidirectional causation of total surface area with both general cognitive functioning and educational attainment. We found additional positive genetic correlations between total surface area and Parkinson’s disease but did not find evidence of causation. Negative genetic correlations were evident between total surface area and insomnia, attention deficit hyperactivity disorder, depressive symptoms, major depressive disorder, and neuroticism. Conclusion: This large-scale collaborative work enhances our understanding of the genetic architecture of the human cerebral cortex and its regional patterning. The highly polygenic architecture of the cortex suggests that distinct genes are involved in the development of specific cortical areas. Moreover, we find evidence that brain structure is a key phenotype along the causal pathway that leads from genetic variation to differences in general cognitive function.
Subject: attention deficit disorder withy hyperactivity; cerebral cortex; genetic variation; brain; brain mapping; human
Identifier: http://hdl.handle.net/1959.13/1445808
Identifier: uon:42676
Identifier: ISSN:0036-8075
Language: eng
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