ArticleJAMA2015
Copy number variations and cognitive phenotypes in unselected populations.
Article in JAMA, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 110 papers, 5 of them syntheses that pooled it.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
110 citing papers in PubMed, 5 syntheses or guidelines pooled it, 217 citations in OpenAlex.
- A systematic review and meta-analysis of the relationship between genes and reflexive attention.Frontiers in neuroscience · 2025Pooled it
- Sequencing individual genomes with recurrent genomic disorder deletions: an approach to characterize genes for autosomal recessive rare disease traits.Genome medicine · 2022Pooled it
- Clinical Characterization of Copy Number Variants Associated With Neurodevelopmental Disorders in a Large-scale Multiancestry Biobank.JAMA psychiatry · 2022Pooled it
- Genetic copy number variants, cognition and psychosis: a meta-analysis and a family study.Molecular psychiatry · 2021Pooled it
- CNV-association meta-analysis in 191,161 European adults reveals new loci associated with anthropometric traits.Nature communications · 2017Pooled it
- Targeted Treatment of Individuals With Psychosis Carrying a Copy Number Variant Containing a Genomic Triplication of the Glycine Decarboxylase Gene.Biological psychiatry · 2019Trial
- Association between Copy Number Variation and Response to Social Skills Training in Autism Spectrum Disorder.Scientific reports · 2019Trial
- Convergent and Divergent Cerebellar Alterations in 22q11.2 Copy Number Variants.Biological psychiatry global open science · 2026Article
- The inactive X chromosome as a female protector in autism and beyond.Nature genetics · 2026Review
- Article
- Article
- The importance of intrafamilial cognitive phenotyping by the case of 22q11.2 deletion, 15q11.2 deletion, and families with inherited copy number variants of unknown significance.Journal of neurodevelopmental disorders · 2025Article
- Mirror effect of genomic deletions and duplications on cognitive ability across the human cerebral cortex.Research square · 2025Article
- Mirror effect of genomic deletions and duplications on cognitive ability across the human cerebral cortex.bioRxiv : the preprint server for biology · 2025Article
- The interplay between genomic copy number variants, sleep, and cognition in the general population.Translational psychiatry · 2025Article
- The inactive X chromosome as a female protector in autism and beyond.Research square · 2025Article
- Assessment of Brain Morphological Abnormalities and Neurodevelopmental Risk Copy Number Variants in Individuals from the UK Biobank.International journal of molecular sciences · 2025Article
- Determining the origin of genome aberrations improves the positive predictive value of NIPT for 22q11.2 deletion syndrome.Scientific reports · 2025Article
- The Estonian Biobank's journey from biobanking to personalized medicine.Nature communications · 2025Review
- Contribution of copy number variations to education, socioeconomic status and cognition from a genome-wide study of 305,401 subjects.Molecular psychiatry · 2025Article
50 more citing papers are in PubMed but not listed here.
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Authors and funding
27 authors at 9 institutions in 6 countries.
Funding
Abstract
importanceThe association of copy number variations (CNVs), differing numbers of copies of genetic sequence at locations in the genome, with phenotypes such as intellectual disability has been almost exclusively evaluated using clinically ascertained cohorts. The contribution of these genetic variants to cognitive phenotypes in the general population remains unclear.
objectiveTo investigate the clinical features conferred by CNVs associated with known syndromes in adult carriers without clinical preselection and to assess the genome-wide consequences of rare CNVs (frequency ≤0.05%; size ≥250 kilobase pairs [kb]) on carriers' educational attainment and intellectual disability prevalence in the general population. DESIGN, SETTING, AND
participantsThe population biobank of Estonia contains 52,000 participants enrolled from 2002 through 2010. General practitioners examined participants and filled out a questionnaire of health- and lifestyle-related questions, as well as reported diagnoses. Copy number variant analysis was conducted on a random sample of 7877 individuals and genotype-phenotype associations with education and disease traits were evaluated. Our results were replicated on a high-functioning group of 993 Estonians and 3 geographically distinct populations in the United Kingdom, the United States, and Italy. MAIN OUTCOMES AND MEASURES: Phenotypes of genomic disorders in the general population, prevalence of autosomal CNVs, and association of these variants with educational attainment (from less than primary school through scientific degree) and prevalence of intellectual disability.
resultsOf the 7877 in the Estonian cohort, we identified 56 carriers of CNVs associated with known syndromes. Their phenotypes, including cognitive and psychiatric problems, epilepsy, neuropathies, obesity, and congenital malformations are similar to those described for carriers of identical rearrangements ascertained in clinical cohorts. A genome-wide evaluation of rare autosomal CNVs (frequency, ≤0.05%; ≥250 kb) identified 831 carriers (10.5%) of the screened general population. Eleven of 216 (5.1%) carriers of a deletion of at least 250 kb (odds ratio [OR], 3.16; 95% CI, 1.51-5.98; P = 1.5e-03) and 6 of 102 (5.9%) carriers of a duplication of at least 1 Mb (OR, 3.67; 95% CI, 1.29-8.54; P = .008) had an intellectual disability compared with 114 of 6819 (1.7%) in the Estonian cohort. The mean education attainment was 3.81 (P = 1.06e-04) among 248 (≥250 kb) deletion carriers and 3.69 (P = 5.024e-05) among 115 duplication carriers (≥1 Mb). Of the deletion carriers, 33.5% did not graduate from high school (OR, 1.48; 95% CI, 1.12-1.95; P = .005) and 39.1% of duplication carriers did not graduate high school (OR, 1.89; 95% CI, 1.27-2.8; P = 1.6e-03). Evidence for an association between rare CNVs and lower educational attainment was supported by analyses of cohorts of adults from Italy and the United States and adolescents from the United Kingdom. CONCLUSIONS AND RELEVANCE: Known pathogenic CNVs in unselected, but assumed to be healthy, adult populations may be associated with unrecognized clinical sequelae. Additionally, individually rare but collectively common intermediate-size CNVs may be negatively associated with educational attainment. Replication of these findings in additional population groups is warranted given the potential implications of this observation for genomics research, clinical care, and public health.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.