Genome-wide Association Meta-analysis of Childhood and Adolescent Internalizing Symptoms.
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Author
Jami, Eshim SHammerschlag, Anke R
Ip, Hill F
Allegrini, Andrea G
Benyamin, Beben
Border, Richard
Diemer, Elizabeth W
Jiang, Chang
Karhunen, Ville
Lu, Yi
Lu, Qing
Mallard, Travis T
Mishra, Pashupati P
Nolte, Ilja M
Palviainen, Teemu
Peterson, Roseann E
Sallis, Hannah M
Shabalin, Andrey A
Tate, Ashley E
Thiering, Elisabeth
Vilor-Tejedor, Natàlia
Wang, Carol
Zhou, Ang
Adkins, Daniel E
Alemany, Silvia
Ask, Helga
Chen, Qi
Corley, Robin P
Ehli, Erik A
Evans, Luke M
Havdahl, Alexandra
Hagenbeek, Fiona A
Hakulinen, Christian
Henders, Anjali K
Hottenga, Jouke Jan
Korhonen, Tellervo
Mamun, Abdullah
Marrington, Shelby
Neumann, Alexander
Rimfeld, Kaili
Rivadeneira, Fernando
Silberg, Judy L
van Beijsterveldt, Catharina E
Vuoksimaa, Eero
Whipp, Alyce M
Tong, Xiaoran
Andreassen, Ole A
Boomsma, Dorret I
Brown, Sandra A
Burt, S Alexandra
Copeland, William
Dick, Danielle M
Harden, K Paige
Harris, Kathleen Mullan
Hartman, Catharina A
Heinrich, Joachim
Hewitt, John K
Hopfer, Christian
Hypponen, Elina
Jarvelin, Marjo-Riitta
Kaprio, Jaakko
Keltikangas-Järvinen, Liisa
Klump, Kelly L
Krauter, Kenneth
Kuja-Halkola, Ralf
Larsson, Henrik
Lehtimäki, Terho
Lichtenstein, Paul
Lundström, Sebastian
Maes, Hermine H
Magnus, Per
Munafò, Marcus R
Najman, Jake M
Njølstad, Pål R
Oldehinkel, Albertine J
Pennell, Craig E
Plomin, Robert
Reichborn-Kjennerud, Ted
Reynolds, Chandra
Rose, Richard J
Smolen, Andrew
Snieder, Harold
Stallings, Michael
Standl, Marie
Sunyer, Jordi
Tiemeier, Henning
Wadsworth, Sally J
Wall, Tamara L
Whitehouse, Andrew J O
Williams, Gail M
Ystrøm, Eivind
Nivard, Michel G
Bartels, Meike
Middeldorp, Christel M
Journal title
Journal of the American Academy of Child and Adolescent PsychiatryDate Published
2022-04-01Publication Volume
61Publication Issue
7Publication Begin page
934Publication End page
945
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Show full item recordAbstract
To investigate the genetic architecture of internalizing symptoms in childhood and adolescence.In 22 cohorts, multiple univariate genome-wide association studies (GWASs) were performed using repeated assessments of internalizing symptoms, in a total of 64,561 children and adolescents between 3 and 18 years of age. Results were aggregated in meta-analyses that accounted for sample overlap, first using all available data, and then using subsets of measurements grouped by rater, age, and instrument.
The meta-analysis of overall internalizing symptoms (INT) detected no genome-wide significant hits and showed low single nucleotide polymorphism (SNP) heritability (1.66%, 95% CI = 0.84-2.48%, n = 132,260). Stratified analyses indicated rater-based heterogeneity in genetic effects, with self-reported internalizing symptoms showing the highest heritability (5.63%, 95% CI = 3.08%-8.18%). The contribution of additive genetic effects on internalizing symptoms appeared to be stable over age, with overlapping estimates of SNP heritability from early childhood to adolescence. Genetic correlations were observed with adult anxiety, depression, and the well-being spectrum (|r| > 0.70), as well as with insomnia, loneliness, attention-deficit/hyperactivity disorder, autism, and childhood aggression (range |r| = 0.42-0.60), whereas there were no robust associations with schizophrenia, bipolar disorder, obsessive-compulsive disorder, or anorexia nervosa.
Genetic correlations indicate that childhood and adolescent internalizing symptoms share substantial genetic vulnerabilities with adult internalizing disorders and other childhood psychiatric traits, which could partially explain both the persistence of internalizing symptoms over time and the high comorbidity among childhood psychiatric traits. Reducing phenotypic heterogeneity in childhood samples will be key in paving the way to future GWAS success.
Citation
Jami ES, Hammerschlag AR, Ip HF, Allegrini AG, Benyamin B, Border R, Diemer EW, Jiang C, Karhunen V, Lu Y, Lu Q, Mallard TT, Mishra PP, Nolte IM, Palviainen T, Peterson RE, Sallis HM, Shabalin AA, Tate AE, Thiering E, Vilor-Tejedor N, Wang C, Zhou A, Adkins DE, Alemany S, Ask H, Chen Q, Corley RP, Ehli EA, Evans LM, Havdahl A, Hagenbeek FA, Hakulinen C, Henders AK, Hottenga JJ, Korhonen T, Mamun A, Marrington S, Neumann A, Rimfeld K, Rivadeneira F, Silberg JL, van Beijsterveldt CE, Vuoksimaa E, Whipp AM, Tong X, Andreassen OA, Boomsma DI, Brown SA, Burt SA, Copeland W, Dick DM, Harden KP, Harris KM, Hartman CA, Heinrich J, Hewitt JK, Hopfer C, Hypponen E, Jarvelin MR, Kaprio J, Keltikangas-Järvinen L, Klump KL, Krauter K, Kuja-Halkola R, Larsson H, Lehtimäki T, Lichtenstein P, Lundström S, Maes HH, Magnus P, Munafò MR, Najman JM, Njølstad PR, Oldehinkel AJ, Pennell CE, Plomin R, Reichborn-Kjennerud T, Reynolds C, Rose RJ, Smolen A, Snieder H, Stallings M, Standl M, Sunyer J, Tiemeier H, Wadsworth SJ, Wall TL, Whitehouse AJO, Williams GM, Ystrøm E, Nivard MG, Bartels M, Middeldorp CM. Genome-wide Association Meta-analysis of Childhood and Adolescent Internalizing Symptoms. J Am Acad Child Adolesc Psychiatry. 2022 Jul;61(7):934-945. doi: 10.1016/j.jaac.2021.11.035. Epub 2022 Apr 1. PMID: 35378236.DOI
10.1016/j.jaac.2021.11.035ae974a485f413a2113503eed53cd6c53
10.1016/j.jaac.2021.11.035
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Except where otherwise noted, this item's license is described as Copyright © 2022 The Authors. Published by Elsevier Inc. All rights reserved.
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