Human genetic variation and its contribution to complex traits
Abstract
The last few years have seen extensive efforts to catalogue human genetic variation and correlate it with phenotypic differences. Most common SNPs have now been assessed in genome-wide studies for statistical associations with many complex traits, including many important common diseases. Although these studies have provided new biological insights, only a limited amount of the heritable component of any complex trait has been identified and it remains a challenge to elucidate the functional link between associated variants and phenotypic traits. Technological advances, such as the ability to detect rare and structural variants, and a clear understanding of the challenges in linking different types of variation with phenotype, will be essential for future progress.
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Many genetic and epigenetic factors, including multiple rare single nucleotide variants, copy number variations, and other structural variation, likely contribute to common complex diseases.
“It is now widely believed that many genetic and epigenetic factors are likely to contribute to common complex diseases, including multiple rare SNVs (defined by convention as those that have frequencies < 1%), copy number variations (CNVs), and other forms of structural variation. 3–12”
From Statistical analysis strategies for association studies involving rare variants (2010) · cites this paper as [4]
Rare variants likely influence phenotypic expression together with common variants or beyond the effects of common variants.
“Irrespective of how one might define ‘rare variant’ (which, although we have adopted the convention <1% frequency, might range from <0.1% to <0.01% depending on the context13) it is essential to recognize that such variants likely contribute to phenotypic expression in conjunction with, or over-and-above, common variants.”
From Statistical analysis strategies for association studies involving rare variants (2010) · cites this paper as [4]
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“Such rare variants may have a large effect as genetic risk factors for complex genetic diseases (Frazer et al., 2009; Manolio et al., 2009; Schork et al., 2009; Tsuji, 2010).”
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- Authors
- Frazer, K. A., Murray, S. S., Schork, N. J., & Topol, E. J.
- Affiliations
- Scripps Research Institute (US)
- Corresponding author
- Frazer, Kelly A.
- Venue
- Nature Reviews Genetics
- Published
- 2009-04
- Volume
- 10
- Issue
- 4
- Pages
- 241-251
- ISSN
- 1471-0056 (ISSN-L)
- 1471-0064
- OpenAlex
- W2046247026
- Cited by
- 1,073
- References
- 138
- Citations by year
- 2026: 13 · 2025: 17 · 2024: 31 · 2023: 38 · 2022: 32 · 2021: 45 · 2020: 46 · 2019: 46 · 2018: 54 · 2017: 56 · 2016: 52 · 2015: 80 · 2014: 74 · 2013: 80 · 2012: 104
- FWCI
- 12.85
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Nature Reviews Genetics (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Institutes of Health
- National Center for Research Resources (1U54RR025204-01, UL1RR025774)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genetic Associations and Epidemiology
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genomics and Rare Diseases
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genetic Mapping and Diversity in Plants and Animals
- Keywords
- human genetic variation, complex traits, single nucleotide polymorphisms, rare variants, copy number variation, structural variants, heritability, genetic association studies, disease genetics
- MeSH terms
- Base Sequence, Genotype, Humans, Molecular Sequence Data, Phenotype, Genetic Variation, Linkage Disequilibrium, Genome, Human, Genetic Predisposition to Disease, Polymorphism, Single Nucleotide, Genome-Wide Association Study
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