ArticleAmerican journal of human genetics2022
The individual and global impact of copy-number variants on complex human traits.
Article in American journal of human genetics, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 63 papers.
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Who cites it
63 citing papers in PubMed, 85 citations in OpenAlex.
- Phenotypic spectrum of 1q21.1 copy number variants in 42 children: genotype-phenotype correlations and clinical implications.European journal of pediatrics · 2026Article
- Genomic characterization of ER-positive primary tumors and corresponding relapses identifies potentially targetable alterations.NPJ breast cancer · 2026Article
- Determinants of functional burden pleiotropy and gene dosage responses across human traits.Nature communications · 2026Article
- Computational strategies for copy number variation detection, disease association, and beyond.Genome biology · 2026Review
- Buffering of gene dosage response curves for human complex traits.Cell genomics · 2026Article
- Molecular evolution in light of regulatory-coding epistasis.EMBO reports · 2026Review
- Exploring the association between common genetic deletions and aging: insights from the Canadian Longitudinal Study on Aging.GeroScience · 2026Article
- Integration of GWAS and eQTL analysis reveals regulatory CNVs for fatty acid traits in cattle.iScience · 2026Article
- Neurodevelopmental copy-number variants increase risk of internalizing and cardiometabolic multimorbidity: Findings from the UK Biobank.American journal of human genetics · 2026Article
- A phenome-wide association study of CNVs genotyped from genome sequencing read depth in the UK Biobank.American journal of human genetics · 2026Article
- Combinatorial effects of gene dosage, polygenic background and environment on complex traits.medRxiv : the preprint server for health sciences · 2026Article
- Article
- BICEP: an extension to indels and copy number variants for rare variant prioritisation in pedigree analysis.bioRxiv : the preprint server for biology · 2026Article
- High Concordance of Copy Number Variants Detected by Chromosomal Microarray and Exome Sequencing in Clinical Diagnostics.Clinical genetics · 2026Article
- A pattern-learning algorithm associates copy number variations with brain structure and behavioural variables in an adolescent population cohort.Nature biomedical engineering · 2026Article
- LiMA: Robust inference of molecular mediation from summary statistics.American journal of human genetics · 2026Article
- Article
- Genetic insights into drug targets for alzheimer's disease: integrative multi-omics analysis.Alzheimer's research & therapy · 2025Article
- Obesity due to MC4R deficiency is associated with reduced cholesterol, triglycerides and cardiovascular disease risk.Nature medicine · 2025Article
- Mirror effect of genomic deletions and duplications on cognitive ability across the human cerebral cortex.Research square · 2025Article
3 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
11 authors at 3 institutions in 2 countries.
Funding
Abstract
The impact of copy-number variations (CNVs) on complex human traits remains understudied. We called CNVs in 331,522 UK Biobank participants and performed genome-wide association studies (GWASs) between the copy number of CNV-proxy probes and 57 continuous traits, revealing 131 signals spanning 47 phenotypes. Our analysis recapitulated well-known associations (e.g., 1q21 and height), revealed the pleiotropy of recurrent CNVs (e.g., 26 and 16 traits for 16p11.2-BP4-BP5 and 22q11.21, respectively), and suggested gene functionalities (e.g., MARF1 in female reproduction). Forty-eight CNV signals (38%) overlapped with single-nucleotide polymorphism (SNP)-GWASs signals for the same trait. For instance, deletion of PDZK1, which encodes a urate transporter scaffold protein, decreased serum urate levels, while deletion of RHD, which encodes the Rhesus blood group D antigen, associated with hematological traits. Other signals overlapped Mendelian disorder regions, suggesting variable expressivity and broad impact of these loci, as illustrated by signals mapping to Rotor syndrome (SLCO1B1/3), renal cysts and diabetes syndrome (HNF1B), or Charcot-Marie-Tooth (PMP22) loci. Total CNV burden negatively impacted 35 traits, leading to increased adiposity, liver/kidney damage, and decreased intelligence and physical capacity. Thirty traits remained burden associated after correcting for CNV-GWAS signals, pointing to a polygenic CNV architecture. The burden negatively correlated with socio-economic indicators, parental lifespan, and age (survivorship proxy), suggesting a contribution to decreased longevity. Together, our results showcase how studying CNVs can expand biological insights, emphasizing the critical role of this mutational class in shaping human traits and arguing in favor of a continuum between Mendelian and complex diseases.
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