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    Large- scale analysis of structural brain asymmetries in schizophrenia via the ENIGMA consortium
    Schijven, D ; Postema, MC ; Fukunaga, M ; Matsumoto, J ; Miura, K ; de Zwarte, SMC ; van Haren, NEM ; Cahn, W ; Pol, HEH ; Kahn, RS ; Ayesa-Arriola, R ; de la Foz, VO-G ; Tordesillas-Gutierrez, D ; Vazquez-Bourgon, J ; Crespo-Facorro, B ; Alnaes, D ; Dahl, A ; Westlye, LT ; Agartz, I ; Andreassen, OA ; Jonsson, EG ; Kochunov, P ; Bruggemann, JM ; Catts, SV ; Michie, PT ; Mowry, BJ ; Quide, Y ; Rasser, PE ; Schall, U ; Scott, RJ ; Carr, VJ ; Green, MJ ; Henskens, FA ; Loughland, CM ; Pantelis, C ; Weickert, CS ; Weickert, TW ; De Haan, L ; Brosch, K ; Pfarr, J-K ; Ringwald, KG ; Stein, F ; Jansen, A ; Kircher, TTJ ; Nenadic, I ; Kramer, B ; Gruber, O ; Satterthwaite, TD ; Bustillo, J ; Mathalon, DH ; Preda, A ; Calhoun, VD ; Ford, JM ; Potkin, SG ; Chen, J ; Tan, Y ; Wang, Z ; Xiang, H ; Fan, F ; Bernardoni, F ; Ehrlich, S ; Fuentes-Claramonte, P ; Garcia-Leon, MA ; Guerrero-Pedraza, A ; Salvador, R ; Sarro, S ; Pomarol-Clotet, E ; Ciullo, V ; Piras, F ; Vecchio, D ; Banaj, N ; Spalletta, G ; Michielse, S ; van Amelsvoort, T ; Dickie, EW ; Voineskos, AN ; Sim, K ; Ciufolini, S ; Dazzan, P ; Murray, RM ; Kim, W-S ; Chung, Y-C ; Andreou, C ; Schmidt, A ; Borgwardt, S ; McIntosh, AM ; Whalley, HC ; Lawrie, SM ; Du Plessis, S ; Luckhoff, HK ; Scheffler, F ; Emsley, R ; Grotegerd, D ; Lencer, R ; Dannlowski, U ; Edmond, JT ; Rootes-Murdy, K ; Stephen, JM ; Mayer, AR ; Antonucci, LA ; Fazio, L ; Pergola, G ; Bertolino, A ; Diaz-Caneja, CM ; Janssen, J ; Lois, NG ; Arango, C ; Tomyshev, AS ; Lebedeva, I ; Cervenkav, S ; Sellgrenv, CM ; Georgiadis, F ; Kirschner, M ; Kaiser, S ; Hajek, T ; Skoch, A ; Spaniel, F ; Kim, M ; Bin Kwak, Y ; Oh, S ; Kwon, JS ; James, A ; Bakker, G ; Knochel, C ; Stablein, M ; Oertel, V ; Uhlmann, A ; Howells, FM ; Stein, DJ ; Temmingh, HS ; Diaz-Zuluaga, AM ; Pineda-Zapata, JA ; Lopez-Jaramillo, C ; Homan, S ; Ji, E ; Surbeck, W ; Homan, P ; Fishera, SE ; Franke, B ; Glahn, DC ; Gur, RC ; Hashimoto, R ; Jahanshad, N ; Luders, E ; Medland, SE ; Thompson, PM ; Turner, JA ; van Erp, TGM ; Francks, C (NATL ACAD SCIENCES, 2023-04-04)
    Left-right asymmetry is an important organizing feature of the healthy brain that may be altered in schizophrenia, but most studies have used relatively small samples and heterogeneous approaches, resulting in equivocal findings. We carried out the largest case-control study of structural brain asymmetries in schizophrenia, with MRI data from 5,080 affected individuals and 6,015 controls across 46 datasets, using a single image analysis protocol. Asymmetry indexes were calculated for global and regional cortical thickness, surface area, and subcortical volume measures. Differences of asymmetry were calculated between affected individuals and controls per dataset, and effect sizes were meta-analyzed across datasets. Small average case-control differences were observed for thickness asymmetries of the rostral anterior cingulate and the middle temporal gyrus, both driven by thinner left-hemispheric cortices in schizophrenia. Analyses of these asymmetries with respect to the use of antipsychotic medication and other clinical variables did not show any significant associations. Assessment of age- and sex-specific effects revealed a stronger average leftward asymmetry of pallidum volume between older cases and controls. Case-control differences in a multivariate context were assessed in a subset of the data (N = 2,029), which revealed that 7% of the variance across all structural asymmetries was explained by case-control status. Subtle case-control differences of brain macrostructural asymmetry may reflect differences at the molecular, cytoarchitectonic, or circuit levels that have functional relevance for the disorder. Reduced left middle temporal cortical thickness is consistent with altered left-hemisphere language network organization in schizophrenia.
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    Cognitive functioning throughout adulthood and illness stages in individuals with psychotic disorders and their unaffected siblings
    Velthorst, E ; Mollon, J ; Murray, RM ; de Haan, L ; Germeys, IM ; Glahn, DC ; Arango, C ; van der Ven, E ; Di Forti, M ; Bernardo, M ; Guloksuz, S ; Delespaul, P ; Mezquida, G ; Amoretti, S ; Bobes, J ; Saiz, PA ; Garcia-Portilla, MP ; Santos, JL ; Jimenez-Lopez, E ; Sanjuan, J ; Aguilar, EJ ; Arrojo, M ; Carracedo, A ; Lopez, G ; Gonzalez-Penas, J ; Parellada, M ; Atbasoglu, C ; Saka, MC ; Ucok, A ; Alptekin, K ; Akdede, B ; Binbay, T ; Altinyazar, V ; Ulas, H ; Yalincetin, B ; Gumus-Akay, G ; Beyaz, BC ; Soygur, H ; Cankurtaran, ES ; Kaymak, SU ; Maric, NP ; Mihaljevic, MM ; Petrovic, SA ; Mirjanic, T ; Del-Ben, CM ; Ferraro, L ; Gayer-Anderson, C ; Jones, PB ; Jongsma, HE ; Kirkbride, JB ; La Cascia, C ; Lasalvia, A ; Tosato, S ; Llorca, P-M ; Menezes, PR ; Morgan, C ; Quattrone, D ; Menchetti, M ; Selten, J-P ; Szoke, A ; Tarricone, I ; Tortelli, A ; McGuire, P ; Valmaggia, L ; Kempton, MJ ; van der Gaag, M ; Riecher-Rossler, A ; Bressan, RA ; Barrantes-Vidal, N ; Nelson, B ; McGorry, P ; Pantelis, C ; Krebs, M-O ; Ruhrmann, S ; Sachs, G ; Rutten, BPF ; van Os, J ; Alizadeh, BZ ; van Amelsvoort, T ; Bartels-Velthuis, AA ; Bruggeman, R ; van Beveren, NJ ; Luykx, JJ ; Cahn, W ; Simons, CJP ; Kahn, RS ; Schirmbeck, F ; van Winkel, R ; Reichenberg, A (SPRINGERNATURE, 2021-08)
    Important questions remain about the profile of cognitive impairment in psychotic disorders across adulthood and illness stages. The age-associated profile of familial impairments also remains unclear, as well as the effect of factors, such as symptoms, functioning, and medication. Using cross-sectional data from the EU-GEI and GROUP studies, comprising 8455 participants aged 18 to 65, we examined cognitive functioning across adulthood in patients with psychotic disorders (n = 2883), and their unaffected siblings (n = 2271), compared to controls (n = 3301). An abbreviated WAIS-III measured verbal knowledge, working memory, visuospatial processing, processing speed, and IQ. Patients showed medium to large deficits across all functions (ES range = -0.45 to -0.73, p < 0.001), while siblings showed small deficits on IQ, verbal knowledge, and working memory (ES = -0.14 to -0.33, p < 0.001). Magnitude of impairment was not associated with participant age, such that the size of impairment in older and younger patients did not significantly differ. However, first-episode patients performed worse than prodromal patients (ES range = -0.88 to -0.60, p < 0.001). Adjusting for cannabis use, symptom severity, and global functioning attenuated impairments in siblings, while deficits in patients remained statistically significant, albeit reduced by half (ES range = -0.13 to -0.38, p < 0.01). Antipsychotic medication also accounted for around half of the impairment in patients (ES range = -0.21 to -0.43, p < 0.01). Deficits in verbal knowledge, and working memory may specifically index familial, i.e., shared genetic and/or shared environmental, liability for psychotic disorders. Nevertheless, potentially modifiable illness-related factors account for a significant portion of the cognitive impairment in psychotic disorders.
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    Cortical Brain Abnormalities in 4474 Individuals With Schizophrenia and 5098 Control Subjects via the Enhancing Neuro Imaging Genetics Through Meta Analysis (ENIGMA) Consortium
    van Erp, TGM ; Walton, E ; Hibar, DP ; Schmaal, L ; Jiang, W ; Glahn, DC ; Pearlson, GD ; Yao, N ; Fukunaga, M ; Hashimoto, R ; Okada, N ; Yamamori, H ; Bustillo, JR ; Clark, VP ; Agartz, I ; Mueller, BA ; Cahn, W ; de Zwarte, SMC ; Pol, HEH ; Kahn, RS ; Ophoff, RA ; van Haren, NEM ; Andreassen, OA ; Dale, AM ; Nhat, TD ; Gurholt, TP ; Hartberg, CB ; Haukvik, UK ; Jorgensen, KN ; Lagerberg, T ; Melle, I ; Westlye, LT ; Gruber, O ; Kraemer, B ; Richter, A ; Zilles, D ; Calhoun, VD ; Crespo-Facorro, B ; Roiz-Santianez, R ; Tordesillas-Gutierrez, D ; Loughland, C ; Carr, VJ ; Catts, S ; Cropley, VL ; Fullerton, JM ; Green, MJ ; Henskens, FA ; Jablensky, A ; Lenroot, RK ; Mowry, BJ ; Michie, PT ; Pantelis, C ; Quide, Y ; Schall, U ; Scott, RJ ; Cairns, MJ ; Seal, M ; Tooney, PA ; Rasser, PE ; Cooper, G ; Weickert, CS ; Weickert, TW ; Morris, DW ; Hong, E ; Kochunov, P ; Beard, LM ; Gur, RE ; Gur, RC ; Satterthwaite, TD ; Wolf, DH ; Belger, A ; Brown, GG ; Ford, JM ; Macciardi, F ; Mathalon, DH ; O'Leary, DS ; Potkin, SG ; Preda, A ; Voyvodic, J ; Lim, KO ; McEwen, S ; Yang, F ; Tan, Y ; Tan, S ; Wang, Z ; Fan, F ; Chen, J ; Xiang, H ; Tang, S ; Guo, H ; Wan, P ; Wei, D ; Bockholt, HJ ; Ehrlich, S ; Wolthusen, RPF ; King, MD ; Shoemaker, JM ; Sponheim, SR ; De Haan, L ; Koenders, L ; Machielsen, MW ; van Amelsvoort, T ; Veltman, DJ ; Assogna, F ; Banaj, N ; de Rossi, P ; Iorio, M ; Piras, F ; Spalletta, G ; McKenna, PJ ; Pomarol-Clotet, E ; Salvador, R ; Corvin, A ; Donohoe, G ; Kelly, S ; Whelan, CD ; Dickie, EW ; Rotenberg, D ; Voineskos, AN ; Ciufolini, S ; Radua, J ; Dazzan, P ; Murray, R ; Marques, TR ; Simmons, A ; Borgwardt, S ; Egloff, L ; Harrisberger, F ; Riecher-Roessler, A ; Smieskova, R ; Alpert, K ; Wang, L ; Jonsson, EG ; Koops, S ; Sommer, IEC ; Bertolino, A ; Bonvino, A ; Di Giorgio, A ; Neilson, E ; Mayer, AR ; Stephen, JM ; Kwon, JS ; Yun, J-Y ; Cannon, DM ; McDonald, C ; Lebedeva, I ; Tomyshev, AS ; Akhadov, T ; Kaleda, V ; Fatouros-Bergman, H ; Flyckt, L ; Busatto, GF ; Rosa, PGP ; Serpa, MH ; Zanetti, M ; Hoschl, C ; Skoch, A ; Spaniel, F ; Tomecek, D ; Hagenaars, SP ; McIntosh, AM ; Whalley, HC ; Lawrie, SM ; Knoechel, C ; Oertel-Knoechel, V ; Staeblein, M ; Howells, FM ; Stein, DJ ; Temmingh, HS ; Uhlmann, A ; Lopez-Jaramillo, C ; Dima, D ; McMahon, A ; Faskowitz, J ; Gutman, BA ; Jahanshad, N ; Thompson, PM ; Turner, JA (ELSEVIER SCIENCE INC, 2018-11-01)
    BACKGROUND: The profile of cortical neuroanatomical abnormalities in schizophrenia is not fully understood, despite hundreds of published structural brain imaging studies. This study presents the first meta-analysis of cortical thickness and surface area abnormalities in schizophrenia conducted by the ENIGMA (Enhancing Neuro Imaging Genetics through Meta Analysis) Schizophrenia Working Group. METHODS: The study included data from 4474 individuals with schizophrenia (mean age, 32.3 years; range, 11-78 years; 66% male) and 5098 healthy volunteers (mean age, 32.8 years; range, 10-87 years; 53% male) assessed with standardized methods at 39 centers worldwide. RESULTS: Compared with healthy volunteers, individuals with schizophrenia have widespread thinner cortex (left/right hemisphere: Cohen's d = -0.530/-0.516) and smaller surface area (left/right hemisphere: Cohen's d = -0.251/-0.254), with the largest effect sizes for both in frontal and temporal lobe regions. Regional group differences in cortical thickness remained significant when statistically controlling for global cortical thickness, suggesting regional specificity. In contrast, effects for cortical surface area appear global. Case-control, negative, cortical thickness effect sizes were two to three times larger in individuals receiving antipsychotic medication relative to unmedicated individuals. Negative correlations between age and bilateral temporal pole thickness were stronger in individuals with schizophrenia than in healthy volunteers. Regional cortical thickness showed significant negative correlations with normalized medication dose, symptom severity, and duration of illness and positive correlations with age at onset. CONCLUSIONS: The findings indicate that the ENIGMA meta-analysis approach can achieve robust findings in clinical neuroscience studies; also, medication effects should be taken into account in future genetic association studies of cortical thickness in schizophrenia.
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    Age at first birth in women is genetically associated with increased risk of schizophrenia
    Ni, G ; Gratten, J ; Wray, NR ; Lee, SH (NATURE PORTFOLIO, 2018-07-05)
    Previous studies have shown an increased risk for mental health problems in children born to both younger and older parents compared to children of average-aged parents. We previously used a novel design to reveal a latent mechanism of genetic association between schizophrenia and age at first birth in women (AFB). Here, we use independent data from the UK Biobank (N = 38,892) to replicate the finding of an association between predicted genetic risk of schizophrenia and AFB in women, and to estimate the genetic correlation between schizophrenia and AFB in women stratified into younger and older groups. We find evidence for an association between predicted genetic risk of schizophrenia and AFB in women (P-value = 1.12E-05), and we show genetic heterogeneity between younger and older AFB groups (P-value = 3.45E-03). The genetic correlation between schizophrenia and AFB in the younger AFB group is -0.16 (SE = 0.04) while that between schizophrenia and AFB in the older AFB group is 0.14 (SE = 0.08). Our results suggest that early, and perhaps also late, age at first birth in women is associated with increased genetic risk for schizophrenia in the UK Biobank sample. These findings contribute new insights into factors contributing to the complex bio-social risk architecture underpinning the association between parental age and offspring mental health.
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    No Reliable Association between Runs of Homozygosity and Schizophrenia in a Well-Powered Replication Study
    Johnson, EC ; Bjelland, DW ; Howrigan, DP ; Abdellaoui, A ; Breen, G ; Borglum, A ; Cichon, S ; Degenhardt, F ; Forstner, AJ ; Frank, J ; Genovese, G ; Heilmann-Heimbach, S ; Herms, S ; Hoffman, P ; Maier, W ; Mattheisen, M ; Morris, D ; Mowry, B ; Mueller-Mhysok, B ; Neale, B ; Nenadic, I ; Noethen, MM ; O'Dushlaine, C ; Rietschel, M ; Ruderfer, DM ; Rujescu, D ; Schulze, TG ; Simonson, MA ; Stahl, E ; Strohmaier, J ; Witt, SH ; Sullivan, PF ; Keller, MC ; Myers, AJ (PUBLIC LIBRARY SCIENCE, 2016-10)
    It is well known that inbreeding increases the risk of recessive monogenic diseases, but it is less certain whether it contributes to the etiology of complex diseases such as schizophrenia. One way to estimate the effects of inbreeding is to examine the association between disease diagnosis and genome-wide autozygosity estimated using runs of homozygosity (ROH) in genome-wide single nucleotide polymorphism arrays. Using data for schizophrenia from the Psychiatric Genomics Consortium (n = 21,868), Keller et al. (2012) estimated that the odds of developing schizophrenia increased by approximately 17% for every additional percent of the genome that is autozygous (β = 16.1, CI(β) = [6.93, 25.7], Z = 3.44, p = 0.0006). Here we describe replication results from 22 independent schizophrenia case-control datasets from the Psychiatric Genomics Consortium (n = 39,830). Using the same ROH calling thresholds and procedures as Keller et al. (2012), we were unable to replicate the significant association between ROH burden and schizophrenia in the independent PGC phase II data, although the effect was in the predicted direction, and the combined (original + replication) dataset yielded an attenuated but significant relationship between Froh and schizophrenia (β = 4.86,CI(β) = [0.90,8.83],Z = 2.40,p = 0.02). Since Keller et al. (2012), several studies reported inconsistent association of ROH burden with complex traits, particularly in case-control data. These conflicting results might suggest that the effects of autozygosity are confounded by various factors, such as socioeconomic status, education, urbanicity, and religiosity, which may be associated with both real inbreeding and the outcome measures of interest.