# Genetic Links to Childhood IQ Shift Significantly During Development New research tracks how common and rare genetic variants influence cognitive growth from childhood to adolescence. - **Source:** [PsyPost](https://www.psypost.org) - **Published:** 2026-11-09 - **Topic:** [science](https://brifing.si/c/science) - **Original article:** - **On Brifing:** https://brifing.si/s/d9772931-d506-497a-82d0-f9c721fa3409 ## Shifting Genetic Influence A study published in Nature Human Behaviour reveals that the genetic basis of intelligence is not static. By tracking thousands of British children from age 4 to 16, researchers discovered that the impact of common genetic variants on IQ grows stronger over time, while the influence of rare damaging mutations weakens significantly. ## Common Genetic Variants Common variants are frequent DNA differences found in over 1 percent of the population. The study found that polygenic scores, which aggregate these tiny genetic effects, explain an increasing share of IQ variation as children age. By age 16, these scores accounted for 14 percent of the variation in cognitive performance. ## Rare Mutation Impact Rare damaging variants are uncommon mutations that disrupt protein production. Unlike common variants, these mutations show the strongest negative association with IQ in early childhood. This pattern suggests that some individuals may carry mutations linked to developmental disorders without showing noticeable impairments as they reach adulthood, due to these time-varying effects. ## Longitudinal Study Design Researchers analyzed data from the Avon Longitudinal Study, the UK Millennium Cohort, and the UK Biobank. They tracked 6,495 unrelated children of European ancestry, utilizing Wechsler IQ tests at ages 4, 8, and 16. Statistical imputation was used to estimate missing IQ scores for participants who did not attend every clinic visit. ## Measuring Genetic Burden To evaluate rare variants, the team performed exome sequencing on over 26,000 children and parents. They calculated a rare variant burden score by summing uncommon mutations present in less than 0.1 percent of the population, weighting each gene by its evolutionary importance to determine the potential impact on cognitive development. ## Family Trio Analysis The researchers utilized parent-child trios to separate direct genetic effects from genetic nurture, where parental genes shape the home environment. Even after controlling for parental genetics, the age-related increase in the association of educational polygenic scores remained intact, confirming that these trends reflect direct genetic influences on the children themselves. ## IQ Distribution Differences Using quantile regression, the team found that the growing influence of common variants is concentrated in the upper half of the IQ distribution. Conversely, the negative impact of rare gene-disabling mutations was 3.9 times greater at the 5th percentile of IQ at age 4 compared to the 95th percentile, evening out by age 16. ## Environmental Factor Comparison The study compared genetic measures against environmental factors like parental education and maternal health. Genetic measures and parental education explained 25.6 percent of IQ variation at age 16. Rare damaging variants alone explained 1.40 percent of IQ variation at age 4, which is significantly more than premature birth or maternal pregnancy illness. ## Inherited Versus New Mutations Inherited rare variants were found to be 3.5 times more impactful on childhood IQ than new mutations. Furthermore, inherited variants are much more common, appearing in 12 percent of children compared to only 1.8 percent for new mutations, highlighting the significant role of inherited genetic burden in early cognitive development. ## Non-Cognitive Trait Analysis The team also calculated polygenic scores for non-cognitive traits, such as personality and socioeconomic factors. While these scores were initially linked to IQ, the direct association became statistically insignificant once parental genetics were accounted for, suggesting that family-level factors play a larger role in these specific traits than direct genetic inheritance. ## Clinical Context Limitations The researchers caution that these findings apply to a relatively healthy general population. The weakening pattern observed for rare variants cannot be assumed to apply to children with diagnosed neurodevelopmental conditions. Clinical cohorts often show a higher prevalence of new mutations, which may alter the developmental trajectory compared to the general population. ## Predictive Power Constraints These polygenic and rare variant scores describe statistical trends across large groups and cannot predict the cognitive development of an individual child. Children with identical genetic scores still display a wide range of IQ outcomes, emphasizing that genetics are only one component of a complex interplay between biology and environmental circumstances. ## Sources covering this story - https://www.psypost.org/the-link-between-genes-and-kids-iq-shifts-as-they-grow-up-large-study-finds/ — --- _Summary written by Brifing from the original reporting. Copyright in the original article belongs to its publisher; read the full piece at the link above._