Nature Human BehaviourNeurosciencePeer-reviewed journal article
Brain structure, phenotypic and genetic correlates of reading abilities
Amaia Carrión-CastilloiD, Pedro M. Paz‐AlonsoiD, Manuel CarreirasiD
Abstract
Reading is an evolutionary new development that recruits and tunes brain circuitry connecting visual- and language-processing regions. We investigated the structural correlates of reading and whether genetics influence brain-reading associations. First, we identified left hemisphere cortical surface area (CSA) and cortical thickness (CT) correlates of reading in the large ABCD dataset (N=9,013) of 9-to-10-year-olds. Next, the heritability of cognitive and brain measures of interest was examined through complementary approaches. Last, shared genetic effects between reading, reading-related cognitive traits and reading-associated brain measures were examined by computing genetic correlations and polygenic score analyses, and through mediation analyses. Our results support that morphometric brain measures are related to reading abilities, and that the total left CSA in general, and left superior temporal gyrus CSA in particular, contribute to reading partially through genetic factors.
- organism: human
- assay: bulk RNA-seq
- research focus: genome assembly
- approach: statistical model
- approach: Bayesian inference
- Citations
- 23
- FWCI
- 10.65
- Field percentile
- top 2%
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
- The Shared Genetic Basis of Educational Attainment and Cerebral Cortical Morphology
Tian Ge, Chia‐Yen Chen, … Jordan W. Smoller·Cerebral CortexPeer-reviewed·Aug 29, 2018
- 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
- Brain structure mediates the association between height and cognitive ability
Eero Vuoksimaa, Matthew S. Panizzon, … William S. Kremen·Brain Structure and FunctionPeer-reviewed·May 10, 2018
- Does bilingualism buffer genetic predispositions to reading difficulties through alterations of structural interhemispheric connectivity? An ABCD Study.
Marie Lallier, Cristina Rius-Manau, Amaia Carrión-Castillo·bioRxiv·Apr 7, 2026
- Cognitive and brain development is independently influenced by socioeconomic status and polygenic scores for educational attainment.
Nicholas Judd, Bruno Sauce, … Torkel Klingberg·Proceedings of the National Academy of SciencesPeer-reviewed·May 19, 2020
- Intergenerational transmission of the structure of the auditory cortex and reading skills
Olga Kepinska, Florence Bouhali, … Narly Golestani·Developmental Cognitive NeurosciencePeer-reviewed·Mar 4, 2026