Genome-wide association study of intelligence: additive effects of novel brain expressed genes

UMMS Affiliation

Department of Quantitative Health Sciences

Publication Date


Document Type



Adolescent; Alleles; Aptitude; Attention Deficit Disorder with Hyperactivity; B-Cell-Specific Activator Protein; Brain; Child; Cognition; Female; Genetic Variation; *Genome-Wide Association Study; Genotype; Haplotypes; Humans; Intelligence; Kinesin; Male; Polymorphism, Single Nucleotide; Signal Transduction


Genetics and Genomics | Psychiatry and Psychology


OBJECTIVE: The purpose of the present study was to identify common genetic variants that are associated with human intelligence or general cognitive ability.

METHOD: We performed a genome-wide association analysis with a dense set of 1 million single-nucleotide polymorphisms (SNPs) and quantitative intelligence scores within an ancestrally homogeneous family sample of 656 individuals with at least one child affected by attention-deficit/hyperactivity disorder (ADHD).

RESULTS: Haplotype trend regression analysis with sliding four-SNP windows identified haplotypes of genome-wide significance in genes involved in synaptic signaling (KIF16B; p = 1.27E-08) and neurodevelopment (PAX5; p = 3.58E-08), and highlight findings from a recent genetic study of cognitive ability (RXRA; p = 7.7E-08; GYPC; p = 2.5E-07). Further interrogation of SNPs within top haplotypes reveals that the minor alleles are associated with higher intelligence, whereas others are associated with relatively lower (but still average range) intelligence. Effects of the eight genes are additive, as a greater number of the associated genotypes in a given individual predict higher intelligence (p = 5.36E-08) and account for 8% of variance in intelligence.

CONCLUSIONS: Analyses that examine additive genetic effects may be useful in identifying regions where the additive effects of SNPs have a significant effect on phenotype. These results describe novel variants and additive effects of genes involved in brain development on variability in intelligence within an ADHD sample. The precise mechanisms of these loci in relation to determining individual differences in general cognitive ability require further investigation.

DOI of Published Version



J Am Acad Child Adolesc Psychiatry. 2012 Apr;51(4):432-440.e2. Epub 2012 Feb 28. Link to article on publisher's site

Journal/Book/Conference Title

Journal of the American Academy of Child and Adolescent Psychiatry

PubMed ID


Related Resources

Link to Article in PubMed