Innovative computational approaches shed light on genetic mechanisms underlying cognitive impairment among children

Weifang Liu1, Quan Sun1, Le Huang2

  • 1Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.

Insights

Genetic factors may influence cognitive impairment in extremely preterm infants. This study identified two significant genetic loci, TEAD4 and STX18, potentially impacting neurodevelopmental outcomes in this vulnerable population.

Area of Science:

  • Genetics
  • Neuroscience
  • Developmental Pediatrics

Background:

  • Infants born extremely preterm (<28 weeks) face high risks of neurodevelopmental impairment, particularly cognitive deficits.
  • Despite improved survival rates, understanding the genetic underpinnings of cognitive impairment in this population remains limited.

Purpose of the Study:

  • To characterize neurocognitive function in extremely preterm infants using latent profile analysis (LPA).
  • To identify genetic factors associated with cognitive impairment in extremely preterm children through genome-wide association studies (GWAS).

Main Methods:

  • Latent profile analysis (LPA) classified 528 extremely preterm infants into cognitive impairment groups at age 10.
  • Genome-wide association study (GWAS) utilized TOPMed genotype imputation to analyze genetic associations with LPA-inferred cognitive impairment.
  • Computational analysis explored potential mechanisms linking genetic variants to cognitive outcomes.

Main Results:

  • Two loci, TEAD4 (rs11829294) and STX18 (rs79453226), reached genome-wide significance for association with cognitive impairment.
  • Integrative analysis implicated TSPAN9 and PRMT8 as potential functional genes near the TEAD4 locus.

Conclusions:

  • This study pioneers the use of LPA-inferred phenotypes with genetic data to investigate cognitive impairment in extremely preterm children.
  • The identified genetic variants, particularly rs11829294, may play regulatory roles influencing neurocognitive outcomes in this population.
Abstract

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