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Genome-wide Association Meta-analysis of Childhood and Adolescent Internalizing Symptoms.

Publication ,  Journal Article
Jami, ES; Hammerschlag, AR; Ip, HF; Allegrini, AG; Benyamin, B; Border, R; Diemer, EW; Jiang, C; Karhunen, V; Lu, Y; Lu, Q; Mallard, TT ...
Published in: J Am Acad Child Adolesc Psychiatry
July 2022

OBJECTIVE: To investigate the genetic architecture of internalizing symptoms in childhood and adolescence. METHOD: 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. RESULTS: The meta-analysis of overall internalizing symptoms (INToverall) detected no genome-wide significant hits and showed low single nucleotide polymorphism (SNP) heritability (1.66%, 95% CI = 0.84-2.48%, neffective = 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 (|rg| > 0.70), as well as with insomnia, loneliness, attention-deficit/hyperactivity disorder, autism, and childhood aggression (range |rg| = 0.42-0.60), whereas there were no robust associations with schizophrenia, bipolar disorder, obsessive-compulsive disorder, or anorexia nervosa. CONCLUSION: 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.

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Published In

J Am Acad Child Adolesc Psychiatry

DOI

EISSN

1527-5418

Publication Date

July 2022

Volume

61

Issue

7

Start / End Page

934 / 945

Location

United States

Related Subject Headings

  • Sleep Initiation and Maintenance Disorders
  • Schizophrenia
  • Polymorphism, Single Nucleotide
  • Loneliness
  • Humans
  • Genome-Wide Association Study
  • Developmental & Child Psychology
  • Depression
  • Child, Preschool
  • Child
 

Citation

APA
Chicago
ICMJE
MLA
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Jami, E. S., Hammerschlag, A. R., Ip, H. F., Allegrini, A. G., Benyamin, B., Border, R., … Middeldorp, C. M. (2022). Genome-wide Association Meta-analysis of Childhood and Adolescent Internalizing Symptoms. J Am Acad Child Adolesc Psychiatry, 61(7), 934–945. https://doi.org/10.1016/j.jaac.2021.11.035
Jami, Eshim S., Anke R. Hammerschlag, Hill F. Ip, Andrea G. Allegrini, Beben Benyamin, Richard Border, Elizabeth W. Diemer, et al. “Genome-wide Association Meta-analysis of Childhood and Adolescent Internalizing Symptoms.J Am Acad Child Adolesc Psychiatry 61, no. 7 (July 2022): 934–45. https://doi.org/10.1016/j.jaac.2021.11.035.
Jami ES, Hammerschlag AR, Ip HF, Allegrini AG, Benyamin B, Border R, et al. Genome-wide Association Meta-analysis of Childhood and Adolescent Internalizing Symptoms. J Am Acad Child Adolesc Psychiatry. 2022 Jul;61(7):934–45.
Jami, Eshim S., et al. “Genome-wide Association Meta-analysis of Childhood and Adolescent Internalizing Symptoms.J Am Acad Child Adolesc Psychiatry, vol. 61, no. 7, July 2022, pp. 934–45. Pubmed, doi:10.1016/j.jaac.2021.11.035.
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 M-R, 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.
Journal cover image

Published In

J Am Acad Child Adolesc Psychiatry

DOI

EISSN

1527-5418

Publication Date

July 2022

Volume

61

Issue

7

Start / End Page

934 / 945

Location

United States

Related Subject Headings

  • Sleep Initiation and Maintenance Disorders
  • Schizophrenia
  • Polymorphism, Single Nucleotide
  • Loneliness
  • Humans
  • Genome-Wide Association Study
  • Developmental & Child Psychology
  • Depression
  • Child, Preschool
  • Child