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Background <p>Although genome-wide association studies (GWAS) have uncovered many genetic variants linked to brain structure, much of its heritability still remains unexplained. Short tandem repeats (STRs) are rarely considered in GWAS but may account for part of this “missing heritability”. While the causal association of large pathogenic repeat expansions with a range of brain disorders is well established, the role of non-pathogenic STR variations in the general population is largely unknown. In this study, we systematically assessed the relationship between STR variations and brain imaging-derived phenotypes across the adult lifespan in the general population.</p> Methods <p>We used targeted deep sequencing to genotype approximately 3,000 polymorphic STRs across 2,958 individuals (mean age: 54.1 years, range: 30–90 years, 57.1% women) from the population-based Rhineland Study in Bonn, Germany. STR sizes at 2940 loci were estimated using ExpansionHunter v5, while 45 brain imaging-derived phenotypes were obtained from 3T T1-weighted MRI scans using the FreeSurfer processing pipeline. Associations between STR lengths and neuroimaging phenotypes were assessed using multiple linear regression models, adjusting for age, sex, population stratification, and other relevant covariates. Significant findings were independently assessed for directional consistency in the UK Biobank Imaging Substudy (<i>N</i> = 38,879), leveraging available whole-genome sequencing data.</p> Results <p>The expansion of an intronic AC repeat in <i>PRR14L</i> was associated with larger thalamic volume (standardized β [95% CI] = 0.15 [0.06–0.24]), while AATG repeat polymorphisms in <i>NADK</i> were associated with reduced subcortical gray matter volume (–0.05 [–0.08 to − 0.01]) and thalamic volume (–0.06 [–0.08 to − 0.04]). These associations were directionally consistent in the UK Biobank cohort. Beyond single loci, higher polygenic burden of moderate STR expansions was associated with increased total brain, gray matter, supratentorial, and thalamic volumes (all multiple-testing–corrected <i>p</i> &lt; 0.05).</p> Conclusions <p>Our findings indicate that moderate STR expansions are region-specific determinants of brain morphology and suggest that STR variability may have evolved to enhance neuroanatomical plasticity and cognitive function. By leveraging large population-based cohorts, our study extends current understanding of how repetitive genomic elements contribute to inter-individual variation in brain structure beyond the effects of single-nucleotide variation.</p>

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Tandem repeat polymorphisms are associated with brain structure: results of two large population-based studies

  • 期刊论文

  • 出版模式：

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  • 发表日期：

    2026年7月6日

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  • Richard Mantey,
  • Jialu Hu,
  • Maryam Touhidinia,
  • Tanzeem Butt,
  • Ahmed Mokhtar Sidky,
  • Roohollah Sobhani,
  • Santiago Estrada,
  • Kristian Haendler,
  • Elena De Domenico,
  • Marc Daniel Beyer,
  • Monique Maria Bernadette Breteler,
  • Nasir Ahmad Aziz

摘要

Background

Although genome-wide association studies (GWAS) have uncovered many genetic variants linked to brain structure, much of its heritability still remains unexplained. Short tandem repeats (STRs) are rarely considered in GWAS but may account for part of this “missing heritability”. While the causal association of large pathogenic repeat expansions with a range of brain disorders is well established, the role of non-pathogenic STR variations in the general population is largely unknown. In this study, we systematically assessed the relationship between STR variations and brain imaging-derived phenotypes across the adult lifespan in the general population.

Methods

We used targeted deep sequencing to genotype approximately 3,000 polymorphic STRs across 2,958 individuals (mean age: 54.1 years, range: 30–90 years, 57.1% women) from the population-based Rhineland Study in Bonn, Germany. STR sizes at 2940 loci were estimated using ExpansionHunter v5, while 45 brain imaging-derived phenotypes were obtained from 3T T1-weighted MRI scans using the FreeSurfer processing pipeline. Associations between STR lengths and neuroimaging phenotypes were assessed using multiple linear regression models, adjusting for age, sex, population stratification, and other relevant covariates. Significant findings were independently assessed for directional consistency in the UK Biobank Imaging Substudy (N = 38,879), leveraging available whole-genome sequencing data.

Results

The expansion of an intronic AC repeat in PRR14L was associated with larger thalamic volume (standardized β [95% CI] = 0.15 [0.06–0.24]), while AATG repeat polymorphisms in NADK were associated with reduced subcortical gray matter volume (–0.05 [–0.08 to − 0.01]) and thalamic volume (–0.06 [–0.08 to − 0.04]). These associations were directionally consistent in the UK Biobank cohort. Beyond single loci, higher polygenic burden of moderate STR expansions was associated with increased total brain, gray matter, supratentorial, and thalamic volumes (all multiple-testing–corrected p < 0.05).

Conclusions

Our findings indicate that moderate STR expansions are region-specific determinants of brain morphology and suggest that STR variability may have evolved to enhance neuroanatomical plasticity and cognitive function. By leveraging large population-based cohorts, our study extends current understanding of how repetitive genomic elements contribute to inter-individual variation in brain structure beyond the effects of single-nucleotide variation.