TY - JOUR
T1 - Genome-wide analyses of vocabulary size in infancy and toddlerhood
T2 - Associations With Attention-Deficit/Hyperactivity Disorder, Literacy, and Cognition-Related Traits
AU - Verhoef, Ellen
AU - Allegrini, Andrea G
AU - Jansen, Philip R
AU - Lange, Katherine
AU - Wang, Carol A
AU - Morgan, Angela T
AU - Ahluwalia, Tarunveer S
AU - Symeonides, Christos
AU - Eising, Else
AU - Franken, Marie-Christine
AU - Hypponen, Elina
AU - Mansell, Toby
AU - Olislagers, Mitchell
AU - Rimfeld, Kaili
AU - Schlag, Fenja
AU - Selzam, Saskia
AU - Shapland, Chin Yang
AU - Tiemeier, Henning
AU - Whitehouse, Andrew J O
AU - Saffery, Richard
AU - Reilly, Sheena
AU - Pennell, Craig E
AU - Wake, Melissa
AU - Cecil, Charlotte A M
AU - Plomin, Robert
AU - Fisher, Simon E
AU - St Pourcain, Beate
AU - Andreassen, Ole A
AU - Bartels, Meike
AU - Boomsma, Dorret
AU - Dale, Philip S
AU - Ehli, Erik
AU - Fernandez-Orth, Dietmar
AU - Guxens, Mònica
AU - Hakulinen, Christian
AU - Harris, Kathleen Mullan
AU - Haworth, Simon
AU - de Hoyos, Lucía
AU - Jaddoe, Vincent
AU - Keltikangas-Järvinen, Liisa
AU - Lehtimäki, Terho
AU - Middeldorp, Christel
AU - Min, Josine L
AU - Mishra, Pashupati P
AU - Njølstad, Pål Rasmus
AU - Sunyer, Jordi
AU - Tate, Ashley E
AU - Timpson, Nicholas
AU - EAGLE working group
A2 - Omerovic, Emina
A2 - Bønnelykke, Klaus
N1 - Copyright © 2023. Published by Elsevier Inc.
PY - 2024/5/1
Y1 - 2024/5/1
N2 - BACKGROUND: The number of words children produce (expressive vocabulary) and understand (receptive vocabulary) changes rapidly during early development, partially due to genetic factors. Here, we performed a meta-genome-wide association study of vocabulary acquisition and investigated polygenic overlap with literacy, cognition, developmental phenotypes, and neurodevelopmental conditions, including attention-deficit/hyperactivity disorder (ADHD).METHODS: We studied 37,913 parent-reported vocabulary size measures (English, Dutch, Danish) for 17,298 children of European descent. Meta-analyses were performed for early-phase expressive (infancy, 15-18 months), late-phase expressive (toddlerhood, 24-38 months), and late-phase receptive (toddlerhood, 24-38 months) vocabulary. Subsequently, we estimated single nucleotide polymorphism-based heritability (SNP-h
2) and genetic correlations (r
g) and modeled underlying factor structures with multivariate models.
RESULTS: Early-life vocabulary size was modestly heritable (SNP-h
2 = 0.08-0.24). Genetic overlap between infant expressive and toddler receptive vocabulary was negligible (r
g = 0.07), although each measure was moderately related to toddler expressive vocabulary (r
g = 0.69 and r
g = 0.67, respectively), suggesting a multifactorial genetic architecture. Both infant and toddler expressive vocabulary were genetically linked to literacy (e.g., spelling: r
g = 0.58 and r
g = 0.79, respectively), underlining genetic similarity. However, a genetic association of early-life vocabulary with educational attainment and intelligence emerged only during toddlerhood (e.g., receptive vocabulary and intelligence: r
g = 0.36). Increased ADHD risk was genetically associated with larger infant expressive vocabulary (r
g = 0.23). Multivariate genetic models in the ALSPAC (Avon Longitudinal Study of Parents and Children) cohort confirmed this finding for ADHD symptoms (e.g., at age 13; r
g = 0.54) but showed that the association effect reversed for toddler receptive vocabulary (r
g = -0.74), highlighting developmental heterogeneity.
CONCLUSIONS: The genetic architecture of early-life vocabulary changes during development, shaping polygenic association patterns with later-life ADHD, literacy, and cognition-related traits.
AB - BACKGROUND: The number of words children produce (expressive vocabulary) and understand (receptive vocabulary) changes rapidly during early development, partially due to genetic factors. Here, we performed a meta-genome-wide association study of vocabulary acquisition and investigated polygenic overlap with literacy, cognition, developmental phenotypes, and neurodevelopmental conditions, including attention-deficit/hyperactivity disorder (ADHD).METHODS: We studied 37,913 parent-reported vocabulary size measures (English, Dutch, Danish) for 17,298 children of European descent. Meta-analyses were performed for early-phase expressive (infancy, 15-18 months), late-phase expressive (toddlerhood, 24-38 months), and late-phase receptive (toddlerhood, 24-38 months) vocabulary. Subsequently, we estimated single nucleotide polymorphism-based heritability (SNP-h
2) and genetic correlations (r
g) and modeled underlying factor structures with multivariate models.
RESULTS: Early-life vocabulary size was modestly heritable (SNP-h
2 = 0.08-0.24). Genetic overlap between infant expressive and toddler receptive vocabulary was negligible (r
g = 0.07), although each measure was moderately related to toddler expressive vocabulary (r
g = 0.69 and r
g = 0.67, respectively), suggesting a multifactorial genetic architecture. Both infant and toddler expressive vocabulary were genetically linked to literacy (e.g., spelling: r
g = 0.58 and r
g = 0.79, respectively), underlining genetic similarity. However, a genetic association of early-life vocabulary with educational attainment and intelligence emerged only during toddlerhood (e.g., receptive vocabulary and intelligence: r
g = 0.36). Increased ADHD risk was genetically associated with larger infant expressive vocabulary (r
g = 0.23). Multivariate genetic models in the ALSPAC (Avon Longitudinal Study of Parents and Children) cohort confirmed this finding for ADHD symptoms (e.g., at age 13; r
g = 0.54) but showed that the association effect reversed for toddler receptive vocabulary (r
g = -0.74), highlighting developmental heterogeneity.
CONCLUSIONS: The genetic architecture of early-life vocabulary changes during development, shaping polygenic association patterns with later-life ADHD, literacy, and cognition-related traits.
KW - Adolescent
KW - Attention Deficit Disorder with Hyperactivity/genetics
KW - Cognition
KW - Genome-Wide Association Study
KW - Humans
KW - Infant
KW - Literacy
KW - Longitudinal Studies
KW - Phenotype
KW - Vocabulary
UR - http://www.scopus.com/inward/record.url?scp=85189155831&partnerID=8YFLogxK
U2 - 10.1016/j.biopsych.2023.11.025
DO - 10.1016/j.biopsych.2023.11.025
M3 - Journal article
C2 - 38070845
SN - 0006-3223
VL - 95
SP - 859
EP - 869
JO - Biological Psychiatry
JF - Biological Psychiatry
IS - 9
ER -