@article {468, title = {Beyond the global brain differences: Intra-individual variability differences in 1q21.1 distal and 15q11.2 {BP1-BP2} deletion carriers}, journal = {Biological Psychiatry}, year = {2023}, abstract = {

BACKGROUND: The 1q21.1 distal and 15q11.2 BP1-BP2 CNVs exhibit regional and global brain differences compared to non-carriers. However, interpreting regional differences is challenging if a global difference drives the regional brain differences. Intra-individual variability measures can be used to test for regional differences beyond global differences in brain structure.

METHODS: Magnetic resonance imaging data were used to obtain regional brain values for 1q21.1 distal deletion (n=30) and duplication (n=27), and 15q11.2 BP1-BP2 deletion (n=170) and duplication (n=243) carriers and matched non-carriers (n=2,350). Regional intra-deviation (RID) scores i.e., the standardized difference between an individual\&$\#$39;s regional difference and global difference, were used to test for regional differences that diverge from the global difference.

RESULTS: For the 1q21.1 distal deletion carriers, cortical surface area for regions in the medial visual cortex, posterior cingulate and temporal pole differed less, and regions in the prefrontal and superior temporal cortex differed more than the global difference in cortical surface area. For the 15q11.2 BP1-BP2 deletion carriers, cortical thickness in regions in the medial visual cortex, auditory cortex and temporal pole differed less, and the prefrontal and somatosensory cortex differed more than the global difference in cortical thickness.

CONCLUSION: We find evidence for regional effects beyond differences in global brain measures in 1q21.1 distal and 15q11.2 BP1-BP2 CNVs. The results provide new insight into brain profiling of the 1q21.1 distal and 15q11.2 BP1-BP2 CNVs, with the potential to increase our understanding of mechanisms involved in altered neurodevelopment.

}, keywords = {15q11.2 BP1-BP2, 1q21.1 distal, brain structure, copy number variants, intra-individual variability, magnetic resonance imaging}, doi = {10.1016/j.biopsych.2023.08.018}, author = {Boen, Rune and Kaufmann, Tobias and van der Meer, Dennis and Frei, Oleksandr and Agartz, Ingrid and Ames, David and Andersson, Micael and Armstrong, Nicola J and Artiges, Eric and Atkins, Joshua R and Bauer, Jochen and Benedetti, Francesco and Boomsma, Dorret I and Brodaty, Henry and Brosch, Katharina and Buckner, Randy L and Cairns, Murray J and Calhoun, Vince and Caspers, Svenja and Cichon, Sven and Corvin, Aiden P and Facorro, Benedicto Crespo and Dannlowski, Udo and David, Friederike S and de Geus, Eco J C and de Zubicaray, Greig I and Desrivieres, Sylvane and Doherty, Joanne L and Donohoe, Gary and Ehrlich, Stefan and Eising, Else and Espeseth, Thomas and Fisher, Simon E and Forstner, Andreas J and Uy{\`a}, Lidia Fortaner and Frouin, Vincent and Fukunaga, Masaki and Ge, Tian and Glahn, David C and Goltermann, Janik and Grabe, Hans J and Green, Melissa J and Groenewold, Nynke A and Grotegerd, Dominik and Hahn, Tim and Hashimoto, Ryota and Hehir-Kwa, Jayne Y and Henskens, Frans A and Holmes, Avram J and Haberg, Asta K and Haavik, Jan and Jacquemont, S{\'e}bastien and Jansen, Andreas and Jockwitz, Christiane and J{\"o}nsson, Erik G and Kikuchi, Masataka and Kircher, Tilo and Kumar, Kuldeep and Le Hellard, Stephanie and Leu, Costin and Linden, David E and Liu, Jingyu and Loughnan, Robert and Mather, Karen A and McMahon, Katie L and McRae, Allan F and Medland, Sarah E and Meinert, Susanne and Moreau, Clara A and Morris, Derek W and Mowry, Bryan J and M{\"u}hleisen, Thomas W and Nenadi{\'c}, Igor and N{\"o}then, Markus M and Nyberg, Lars and Owen, Michael J and Paolini, Marco and Paus, Tomas and Pausova, Zdenka and Persson, Karin and Quid{\'e}, Yann and Marques, Tiago Reis and Sachdev, Perminder S and Sando, Sigrid B and Schall, Ulrich and Scott, Rodney J and Selb{\ae}k, Geir and Shumskaya, Elena and Silva, Ana I and Sisodiya, Sanjay M and Stein, Frederike and Stein, Dan J and Straube, Benjamin and Streit, Fabian and Strike, Lachlan T and Teumer, Alexander and Teutenberg, Lea and Thalamuthu, Anbupalam and Tooney, Paul A and Tordesillas-Guti{\'e}rrez, Diana and Trollor, Julian N and Ent, Dennis van {\textquoteright}t and van den Bree, Marianne B M and van Haren, Neeltje E M and Vazquez-Bourgon, Javier and V{\"o}lzke, Henry and Wen, Wei and Wittfeld, Katharina and Ching, Christopher R K and Westlye, Lars T and Thompson, Paul M and Bearden, Carrie E and Selmer, Kaja K and Aln{\ae}s, Dag and Andreassen, Ole A and Sonderby, Ida E} } @article {463, title = {DNA methylation in peripheral tissues and left-handedness}, journal = {Scientific Reports}, volume = {12}, year = {2022}, pages = {5606}, abstract = {

Handedness has low heritability and epigenetic mechanisms have been proposed as an etiological mechanism. To examine this hypothesis, we performed an epigenome-wide association study of left-handedness. In a meta-analysis of 3914 adults of whole-blood DNA methylation, we observed that CpG sites located in proximity of handedness-associated genetic variants were more strongly associated with left-handedness than other CpG sites (P = 0.04), but did not identify any differentially methylated positions. In longitudinal analyses of DNA methylation in peripheral blood and buccal cells from children (N = 1737), we observed moderately stable associations across age (correlation range [0.355-0.578]), but inconsistent across tissues (correlation range [- 0.384 to 0.318]). We conclude that DNA methylation in peripheral tissues captures little of the variance in handedness. Future investigations should consider other more targeted sources of tissue, such as the brain.

}, doi = {10.1038/s41598-022-08998-0}, author = {Odintsova, Veronika V and Suderman, Matthew and Hagenbeek, Fiona A and Caramaschi, Doretta and Hottenga, Jouke-Jan and Pool, Ren{\'e} and BIOS Consortium and Dolan, Conor V and Ligthart, Lannie and van Beijsterveldt, Catharina E M and Willemsen, Gonneke and de Geus, Eco J C and Beck, Jeffrey J and Ehli, Erik A and Cuellar-Partida, Gabriel and Evans, David M and Medland, Sarah E and Relton, Caroline L and Boomsma, Dorret I and van Dongen, Jenny} } @article {469, title = {Genome-wide association analyses of physical activity and sedentary behavior provide insights into underlying mechanisms and roles in disease prevention}, journal = {Nature Genetics}, volume = {54}, year = {2022}, pages = {1332{\textendash}1344}, abstract = {

Although physical activity and sedentary behavior are moderately heritable, little is known about the mechanisms that influence these traits. Combining data for up to 703,901 individuals from 51 studies in a multi-ancestry meta-analysis of genome-wide association studies yields 99 loci that associate with self-reported moderate-to-vigorous intensity physical activity during leisure time (MVPA), leisure screen time (LST) and/or sedentary behavior at work. Loci associated with LST are enriched for genes whose expression in skeletal muscle is altered by resistance training. A missense variant in ACTN3 makes the alpha-actinin-3 filaments more flexible, resulting in lower maximal force in isolated type IIA muscle fibers, and possibly protection from exercise-induced muscle damage. Finally, Mendelian randomization analyses show that beneficial effects of lower LST and higher MVPA on several risk factors and diseases are mediated or confounded by body mass index (BMI). Our results provide insights into physical activity mechanisms and its role in disease prevention.

}, doi = {10.1038/s41588-022-01165-1}, author = {Wang, Zhe and Emmerich, Andrew and Pillon, Nicolas J and Moore, Tim and Hemerich, Daiane and Cornelis, Marilyn C and Mazzaferro, Eugenia and Broos, Siacia and Ahluwalia, Tarunveer S and Bartz, Traci M and Bentley, Amy R and Bielak, Lawrence F and Chong, Mike and Chu, Audrey Y and Berry, Diane and Dorajoo, Rajkumar and Dueker, Nicole D and Kasbohm, Elisa and Feenstra, Bjarke and Feitosa, Mary F and Gieger, Christian and Graff, Mariaelisa and Hall, Leanne M and Haller, Toomas and Hartwig, Fernando P and Hillis, David A and Huikari, Ville and Heard-Costa, Nancy and Holzapfel, Christina and Jackson, Anne U and Johansson, \AAsa and J{\o}rgensen, Anja Moltke and Kaakinen, Marika A and Karlsson, Robert and Kerr, Kathleen F and Kim, Boram and Koolhaas, Chantal M and Kutalik, Zoltan and Lagou, Vasiliki and Lind, Penelope A and Lorentzon, Mattias and Lyytik{\"a}inen, Leo-Pekka and Mangino, Massimo and Metzendorf, Christoph and Monroe, Kristine R and Pacolet, Alexander and P{\'e}russe, Louis and Pool, Ren{\'e} and Richmond, Rebecca C and Rivera, Natalia V and Robiou-du-Pont, Sebastien and Schraut, Katharina E and Schulz, Christina-Alexandra and Stringham, Heather M and Tanaka, Toshiko and Teumer, Alexander and Turman, Constance and van der Most, Peter J and Vanmunster, Mathias and van Rooij, Frank J A and van Vliet-Ostaptchouk, Jana V and Zhang, Xiaoshuai and Zhao, Jing-Hua and Zhao, Wei and Balkhiyarova, Zhanna and Balslev-Harder, Marie N and Baumeister, Sebastian E and Beilby, John and Blangero, John and Boomsma, Dorret I and Brage, Soren and Braund, Peter S and Brody, Jennifer A and Bruinenberg, Marcel and Ekelund, Ulf and Liu, Ching-Ti and Cole, John W and Collins, Francis S and Cupples, L Adrienne and Esko, T{\~o}nu and Enroth, Stefan and Faul, Jessica D and Fernandez-Rhodes, Lindsay and Fohner, Alison E and Franco, Oscar H and Galesloot, Tessel E and Gordon, Scott D and Grarup, Niels and Hartman, Catharina A and Heiss, Gerardo and Hui, Jennie and Illig, Thomas and Jago, Russell and James, Alan and Joshi, Peter K and Jung, Taeyeong and K{\"a}h{\"o}nen, Mika and Kilpel{\"a}inen, Tuomas O and Koh, Woon-Puay and Kolcic, Ivana and Kraft, Peter P and Kuusisto, Johanna and Launer, Lenore J and Li, Aihua and Linneberg, Allan and Luan, Jian{\textquoteright}an and Vidal, Pedro Marques and Medland, Sarah E and Milaneschi, Yuri and Moscati, Arden and Musk, Bill and Nelson, Christopher P and Nolte, Ilja M and Pedersen, Nancy L and Peters, Annette and Peyser, Patricia A and Power, Christine and Raitakari, Olli T and Reedik, M{\"a}gi and Reiner, Alex P and Ridker, Paul M and Rudan, Igor and Ryan, Kathy and Sarzynski, Mark A and Scott, Laura J and Scott, Robert A and Sidney, Stephen and Siggeirsdottir, Kristin and Smith, Albert V and Smith, Jennifer A and Sonestedt, Emily and Str{\o}m, Marin and Tai, E Shyong and Teo, Koon K and Thorand, Barbara and T{\"o}njes, Anke and Tremblay, Angelo and Uitterlinden, Andre G and Vangipurapu, Jagadish and van Schoor, Natasja and V{\"o}lker, Uwe and Willemsen, Gonneke and Williams, Kayleen and Wong, Quenna and Xu, Huichun and Young, Kristin L and Yuan, Jian Min and Zillikens, M Carola and Zonderman, Alan B and Ameur, Adam and Bandinelli, Stefania and Bis, Joshua C and Boehnke, Michael and Bouchard, Claude and Chasman, Daniel I and Smith, George Davey and de Geus, Eco J C and Deldicque, Louise and D{\"o}rr, Marcus and Evans, Michele K and Ferrucci, Luigi and Fornage, Myriam and Fox, Caroline and Garland, Jr, Theodore and Gudnason, Vilmundur and Gyllensten, Ulf and Hansen, Torben and Hayward, Caroline and Horta, Bernardo L and Hypponen, Elina and Jarvelin, Marjo-Riitta and Johnson, W Craig and Kardia, Sharon L R and Kiemeney, Lambertus A and Laakso, Markku and Langenberg, Claudia and Lehtim{\"a}ki, Terho and Marchand, Loic Le and Lifelines Cohort Study and Magnusson, Patrik K E and Martin, Nicholas G and Melbye, Mads and Metspalu, Andres and Meyre, David and North, Kari E and Ohlsson, Claes and Oldehinkel, Albertine J and Orho-Melander, Marju and Pare, Guillaume and Park, Taesung and Pedersen, Oluf and Penninx, Brenda W J H and Pers, Tune H and Polasek, Ozren and Prokopenko, Inga and Rotimi, Charles N and Samani, Nilesh J and Sim, Xueling and Snieder, Harold and S{\o}rensen, Thorkild I A and Spector, Tim D and Timpson, Nicholas J and van Dam, Rob M and van der Velde, Nathalie and van Duijn, Cornelia M and Vollenweider, Peter and V{\"o}lzke, Henry and Voortman, Trudy and Waeber, G{\'e}rard and Wareham, Nicholas J and Weir, David R and Wichmann, Heinz-Erich and Wilson, James F and Hevener, Andrea L and Krook, Anna and Zierath, Juleen R and Thomis, Martine A I and Loos, Ruth J F and Hoed, Marcel den} } @article {454, title = {1q21.1 distal copy number variants are associated with cerebral and cognitive alterations in humans}, journal = {Translational Psychiatry}, volume = {11}, year = {2021}, pages = {182}, abstract = {

Low-frequency 1q21.1 distal deletion and duplication copy number variant (CNV) carriers are predisposed to multiple neurodevelopmental disorders, including schizophrenia, autism and intellectual disability. Human carriers display a high prevalence of micro- and macrocephaly in deletion and duplication carriers, respectively. The underlying brain structural diversity remains largely unknown. We systematically called CNVs in 38 cohorts from the large-scale ENIGMA-CNV collaboration and the UK Biobank and identified 28 1q21.1 distal deletion and 22 duplication carriers and 37,088 non-carriers (48\% male) derived from 15 distinct magnetic resonance imaging scanner sites. With standardized methods, we compared subcortical and cortical brain measures (all) and cognitive performance (UK Biobank only) between carrier groups also testing for mediation of brain structure on cognition. We identified positive dosage effects of copy number on intracranial volume (ICV) and total cortical surface area, with the largest effects in frontal and cingulate cortices, and negative dosage effects on caudate and hippocampal volumes. The carriers displayed distinct cognitive deficit profiles in cognitive tasks from the UK Biobank with intermediate decreases in duplication carriers and somewhat larger in deletion carriers-the latter potentially mediated by ICV or cortical surface area. These results shed light on pathobiological mechanisms of neurodevelopmental disorders, by demonstrating gene dose effect on specific brain structures and effect on cognitive function.

}, doi = { 10.1038/s41398-021-01213-0}, author = {S{\o}nderby, Ida E and van der Meer, Dennis and Moreau, Clara and Kaufmann, Tobias and Walters, G Bragi and Ellegaard, Maria and Abdellaoui, Abdel and Ames, David and Amunts, Katrin and Andersson, Micael and Armstrong, Nicola J and Bernard, Manon and Blackburn, Nicholas B and Blangero, John and Boomsma, Dorret I and Brodaty, Henry and Brouwer, Rachel M and B{\"u}low, Robin and B{\o}en, Rune and Cahn, Wiepke and Calhoun, Vince D and Caspers, Svenja and Ching, Christopher R K and Cichon, Sven and Ciufolini, Simone and Crespo-Facorro, Benedicto and Curran, Joanne E and Dale, Anders M and Dalvie, Shareefa and Dazzan, Paola and de Geus, Eco J C and de Zubicaray, Greig I and de Zwarte, Sonja M C and Desrivieres, Sylvane and Doherty, Joanne L and Donohoe, Gary and Draganski, Bogdan and Ehrlich, Stefan and Eising, Else and Espeseth, Thomas and Fejgin, Kim and Fisher, Simon E and Fladby, Tormod and Frei, Oleksandr and Frouin, Vincent and Fukunaga, Masaki and Gareau, Thomas and Ge, Tian and Glahn, David C and Grabe, Hans J and Groenewold, Nynke A and G{\'u}stafsson, {\'O}mar and Haavik, Jan and Haberg, Asta K and Hall, Jeremy and Hashimoto, Ryota and Hehir-Kwa, Jayne Y and Hibar, Derrek P and Hillegers, Manon H J and Hoffmann, Per and Holleran, Laurena and Holmes, Avram J and Homuth, Georg and Hottenga, Jouke-Jan and Hulshoff Pol, Hilleke E and Ikeda, Masashi and Jahanshad, Neda and Jockwitz, Christiane and Johansson, Stefan and J{\"o}nsson, Erik G and J{\o}rgensen, Niklas R and Kikuchi, Masataka and Knowles, Emma E M and Kumar, Kuldeep and Le Hellard, Stephanie and Leu, Costin and Linden, David E J and Liu, Jingyu and Lundervold, Arvid and Lundervold, Astri Johansen and Maillard, Anne M and Martin, Nicholas G and Martin-Brevet, Sandra and Mather, Karen A and Mathias, Samuel R and McMahon, Katie L and McRae, Allan F and Medland, Sarah E and Meyer-Lindenberg, Andreas and Moberget, Torgeir and Modenato, Claudia and S{\'a}nchez, Jennifer Monereo and Morris, Derek W and M{\"u}hleisen, Thomas W and Murray, Robin M and Nielsen, Jacob and Nordvik, Jan E and Nyberg, Lars and Loohuis, Loes M Olde and Ophoff, Roel A and Owen, Michael J and Paus, Tomas and Pausova, Zdenka and Peralta, Juan M and Pike, G Bruce and Prieto, Carlos and Quinlan, Erin B and Reinbold, C{\'e}line S and Marques, Tiago Reis and Rucker, James J H and Sachdev, Perminder S and Sando, Sigrid B and Schofield, Peter R and Schork, Andrew J and Schumann, Gunter and Shin, Jean and Shumskaya, Elena and Silva, Ana I and Sisodiya, Sanjay M and Steen, Vidar M and Stein, Dan J and Strike, Lachlan T and Suzuki, Ikuo K and Tamnes, Christian K and Teumer, Alexander and Thalamuthu, Anbupalam and Tordesillas-Guti{\'e}rrez, Diana and Uhlmann, Anne and Ulfarsson, Magnus O and van {\textquoteright}t Ent, Dennis and van den Bree, Marianne B M and Vanderhaeghen, Pierre and Vassos, Evangelos and Wen, Wei and Wittfeld, Katharina and Wright, Margaret J and Agartz, Ingrid and Djurovic, Srdjan and Westlye, Lars T and Stefansson, Hreinn and Stefansson, Kari and Jacquemont, S{\'e}bastien and Thompson, Paul M and Andreassen, Ole A and ENIGMA-CNV working group} } @article {437, title = {Genetic association study of childhood aggression across raters, instruments, and age}, journal = {Translational Psychiatry}, volume = {11}, year = {2021}, pages = {413}, abstract = {

Childhood aggressive behavior (AGG) has a substantial heritability of around 50\%. Here we present a genome-wide association meta-analysis (GWAMA) of childhood AGG, in which all phenotype measures across childhood ages from multiple assessors were included. We analyzed phenotype assessments for a total of 328 935 observations from 87 485 children aged between 1.5 and 18 years, while accounting for sample overlap. We also meta-analyzed within subsets of the data, i.e., within rater, instrument and age. SNP-heritability for the overall meta-analysis (AGGoverall) was 3.31\% (SE = 0.0038). We found no genome-wide significant SNPs for AGGoverall. The gene-based analysis returned three significant genes: ST3GAL3 (P = 1.6E-06), PCDH7 (P = 2.0E-06), and IPO13 (P = 2.5E-06). All three genes have previously been associated with educational traits. Polygenic scores based on our GWAMA significantly predicted aggression in a holdout sample of children (variance explained = 0.44\%) and in retrospectively assessed childhood aggression (variance explained = 0.20\%). Genetic correlations (rg) among rater-specific assessment of AGG ranged from rg = 0.46 between self- and teacher-assessment to rg = 0.81 between mother- and teacher-assessment. We obtained moderate-to-strong rgs with selected phenotypes from multiple domains, but hardly with any of the classical biomarkers thought to be associated with AGG. Significant genetic correlations were observed with most psychiatric and psychological traits (range [Formula: see text]: 0.19-1.00), except for obsessive-compulsive disorder. Aggression had a negative genetic correlation (rg = \ -0.5) with cognitive traits and age at first birth. Aggression was strongly genetically correlated with smoking phenotypes (range [Formula: see text]: 0.46-0.60). The genetic correlations between aggression and psychiatric disorders were weaker for teacher-reported AGG than for mother- and self-reported AGG. The current GWAMA of childhood aggression provides a powerful tool to interrogate the rater-specific genetic etiology of AGG.

}, doi = {10.1038/s41398-021-01480-x}, author = {Ip, Hill F and Van der Laan, Camiel M and Krapohl, Eva M L and Brikell, Isabell and S{\'a}nchez-Mora, Cristina and Nolte, Ilja M and St Pourcain, Beate and Bolhuis, Koen and Palviainen, Teemu and Zafarmand, Hadi and Colodro-Conde, Luc{\'\i}a and Gordon, Scott and Zayats, Tetyana and Aliev, Fazil and Jiang, Chang and Wang, Carol A and Saunders, Gretchen and Karhunen, Ville and Hammerschlag, Anke R and Adkins, Daniel E and Border, Richard and Peterson, Roseann E and Prinz, Joseph A and Thiering, Elisabeth and Sepp{\"a}l{\"a}, Ilkka and Vilor-Tejedor, Nat{\`a}lia and Ahluwalia, Tarunveer S and Day, Felix R and Hottenga, Jouke-Jan and Allegrini, Andrea G and Rimfeld, Kaili and Chen, Qi and Lu, Yi and Martin, Joanna and Soler Artigas, Mar{\'\i}a and Rovira, Paula and Bosch, Rosa and Espa{\~n}ol, Gemma and Ramos Quiroga, Josep Antoni and Neumann, Alexander and Ensink, Judith and Grasby, Katrina and Morosoli, Jos{\'e} J and Tong, Xiaoran and Marrington, Shelby and Middeldorp, Christel and Scott, James G and Vinkhuyzen, Anna and Shabalin, Andrey A and Corley, Robin and Evans, Luke M and Sugden, Karen and Alemany, Silvia and Sass, L{\ae}rke and Vinding, Rebecca and Ruth, Kate and Tyrrell, Jess and Davies, Gareth E and Ehli, Erik A and Hagenbeek, Fiona A and de Zeeuw, Eveline and van Beijsterveldt, Toos C E M and Larsson, Henrik and Snieder, Harold and Verhulst, Frank C and Amin, Najaf and Whipp, Alyce M and Korhonen, Tellervo and Vuoksimaa, Eero and Rose, Richard J and Uitterlinden, Andre G and Heath, Andrew C and Madden, Pamela and Haavik, Jan and Harris, Jennifer R and Helgeland, {\O}yvind and Johansson, Stefan and Knudsen, Gun Peggy S and Njolstad, Pal Rasmus and Lu, Qing and Rodriguez, Alina and Henders, Anjali K and Mamun, Abdullah and Najman, Jackob M and Brown, Sandy and Hopfer, Christian and Krauter, Kenneth and Reynolds, Chandra and Smolen, Andrew and Stallings, Michael and Wadsworth, Sally and Wall, Tamara L and Silberg, Judy L and Miller, Allison and Keltikangas-J{\"a}rvinen, Liisa and Hakulinen, Christian and Pulkki-R\aaback, Laura and Havdahl, Alexandra and Magnus, Per and Raitakari, Olli T and Perry, John R B and Llop, Sabrina and Lopez-Espinosa, Maria-Jose and B{\o}nnelykke, Klaus and Bisgaard, Hans and Sunyer, Jordi and Lehtim{\"a}ki, Terho and Arseneault, Louise and Standl, Marie and Heinrich, Joachim and Boden, Joseph and Pearson, John and Horwood, L John and Kennedy, Martin and Poulton, Richie and Eaves, Lindon J and Maes, Hermine H and Hewitt, John and Copeland, William E and Costello, Elizabeth J and Williams, Gail M and Wray, Naomi and Jarvelin, Marjo-Riitta and McGue, Matt and Iacono, William and Caspi, Avshalom and Moffitt, Terrie E and Whitehouse, Andrew and Pennell, Craig E and Klump, Kelly L and Burt, S Alexandra and Dick, Danielle M and Reichborn-Kjennerud, Ted and Martin, Nicholas G and Medland, Sarah E and Vrijkotte, Tanja and Kaprio, Jaakko and Tiemeier, Henning and Davey Smith, George and Hartman, Catharina A and Oldehinkel, Albertine J and Casas, Miquel and Ribas{\'e}s, Marta and Lichtenstein, Paul and Lundstr{\"o}m, Sebastian and Plomin, Robert and Bartels, Meike and Nivard, Michel G and Boomsma, Dorret I} } @article {445, title = {Large-scale collaboration in ENIGMA-EEG: A perspective on the meta-analytic approach to link neurological and psychiatric liability genes to electrophysiological brain activity}, journal = {Brain and Behavior}, volume = {11}, year = {2021}, pages = {e02188}, abstract = {

BACKGROUND AND PURPOSE: The ENIGMA-EEG working group was established to enable large-scale international collaborations among cohorts that investigate the genetics of brain function measured with electroencephalography (EEG). In this perspective, we will discuss why analyzing the genetics of functional brain activity may be crucial for understanding how neurological and psychiatric liability genes affect the brain.

METHODS: We summarize how we have performed our currently largest genome-wide association study of oscillatory brain activity in EEG recordings by meta-analyzing the results across five participating cohorts, resulting in the first genome-wide significant hits for oscillatory brain function located in/near genes that were previously associated with psychiatric disorders. We describe how we have tackled methodological issues surrounding genetic meta-analysis of EEG features. We discuss the importance of harmonizing EEG signal processing, cleaning, and feature extraction. Finally, we explain our selection of EEG features currently being investigated, including the temporal dynamics of oscillations and the connectivity network based on synchronization of oscillations.

RESULTS: We present data that show how to perform systematic quality control and evaluate how choices in reference electrode and montage affect individual differences in EEG parameters.

CONCLUSION: The long list of potential challenges to our large-scale meta-analytic approach requires extensive effort and organization between participating cohorts; however, our perspective shows that these challenges are surmountable. Our perspective argues that elucidating the genetic of EEG oscillatory activity is a worthwhile effort in order to elucidate the pathway from gene to disease liability.

}, keywords = {brain disorders, electroencephalography, ENIGMA, harmonization, imaging genetics, open science}, doi = {10.1002/brb3.2188}, author = {Smit, Dirk J A and Andreassen, Ole A and Boomsma, Dorret I and Burwell, Scott J and Chorlian, David B and de Geus, Eco J C and Elvs\aashagen, Torbj{\o}rn and Gordon, Reyna L and Harper, Jeremy and Hegerl, Ulrich and Hensch, Tilman and Iacono, William G and Jawinski, Philippe and J{\"o}nsson, Erik G and Luykx, Jurjen J and Magne, Cyrille L and Malone, Stephen M and Medland, Sarah E and Meyers, Jacquelyn L and Moberget, Torgeir and Porjesz, Bernice and Sander, Christian and Sisodiya, Sanjay M and Thompson, Paul M and van Beijsterveldt, Catharina E M and van Dellen, Edwin and Via, Marc and Wright, Margaret J} }