npj Science of LearningGeneticsPeer-reviewed journal article
The Multivariate Genome-wide Architecture of Interrelated Literacy, Language and Working Memory Skills Reveals Distinct Etiologies
Chin Yang ShaplandiD, Ellen VerhoefiD, George Davey SmithiD, Simon E. FisheriD, Brad VerhulstiD, Philip S. DaleiD, Beaté St PourcainiD
Abstract
There is genetic overlap between many measures of literacy, language and phonological working memory (PWM) though our knowledge of multivariate genetic architectures is incomplete. Here, we directly modeled genetic trait interrelationships in unrelated UK youth (8-13 years, N=6,453), as captured by genome-wide relationship matrices, using novel structural equation modeling techniques. We identified, besides shared genetic factors across different domains (explaining 91-97% genetic variance in literacy-related measures such as passage reading fluency, spelling, phonemic awareness, 44% in oral language and 53% in PWM), evidence for distinct cognitive abilities; trait-specific genetic influences ranged between 47% for PWM to 56% for oral language. Among reading fluency measures (non-word, word and passage reading), single-word reading was genetically most diverse. Multivariate genetic and residual covariance patterns showed concordant effect directionality, except for near-zero residual correlations between oral language and literacy-related abilities. These findings suggest differences in etiological mechanisms and trait modifiability even among genetically highly correlated skills.
- organism: human
- assay: GWAS summary statistics
- research focus: GWAS / association mapping
- approach: statistical model
- Citations
- 7
- FWCI
- 1.83
- Field percentile
- top 15%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Genome-wide association analyses of individual differences in quantitatively assessed reading- and language-related skills in up to 34,000 people
Else Eising, Nazanin Mirza‐Schreiber, … Daniel Brandeis·Proceedings of the National Academy of SciencesPeer-reviewed·Aug 30, 2022
- The amplification of genetic factors for early vocabulary during children's language and literacy development
Ellen Verhoef, Chin Yang Shapland, … Beaté St Pourcain·Journal of Child Psychology and PsychiatryPeer-reviewed·Sep 14, 2020
- The developmental genetic architecture of vocabulary skills during the first three years of life: Capturing emerging associations with later-life reading and cognition
Ellen Verhoef, Chin Yang Shapland, … Beaté St Pourcain·PLoS GeneticsPeer-reviewed·Feb 12, 2021
- Disentangling multivariate relationships between cognition, language and social traits: structures of G, E, and rGE
Fenja Schlag, Lucía de Hoyos, … Beaté St Pourcain·bioRxiv·Jul 26, 2025
- A genome-wide association study of Chinese and English language abilities in Hong Kong Chinese children
Yuping Lin, Yujia Shi, … Hon‐Cheong So·medRxiv·Aug 1, 2022
- Multivariate genome-wide association analysis of quantitative reading skill and dyslexia improves gene discovery
Hayley S. Mountford, Else Eising, … Michelle Luciano A·Translational PsychiatryPeer-reviewed·Aug 18, 2025