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024 7 _ |a 10.1093/hmg/dds335
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024 7 _ |a 0964-6906
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024 7 _ |a 1460-2083
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037 _ _ |a DZNE-2020-02990
041 _ _ |a English
082 _ _ |a 570
100 1 _ |a Keller, Margaux F
|b 0
245 _ _ |a Using genome-wide complex trait analysis to quantify 'missing heritability' in Parkinson's disease.
260 _ _ |a Oxford
|c 2012
|b Oxford Univ. Press
264 _ 1 |3 online
|2 Crossref
|b Oxford University Press (OUP)
|c 2012-08-13
264 _ 1 |3 print
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|b Oxford University Press (OUP)
|c 2012-11-15
336 7 _ |a article
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336 7 _ |a Output Types/Journal article
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336 7 _ |a Journal Article
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336 7 _ |a ARTICLE
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336 7 _ |a JOURNAL_ARTICLE
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336 7 _ |a Journal Article
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520 _ _ |a Genome-wide association studies (GWASs) have been successful at identifying single-nucleotide polymorphisms (SNPs) highly associated with common traits; however, a great deal of the heritable variation associated with common traits remains unaccounted for within the genome. Genome-wide complex trait analysis (GCTA) is a statistical method that applies a linear mixed model to estimate phenotypic variance of complex traits explained by genome-wide SNPs, including those not associated with the trait in a GWAS. We applied GCTA to 8 cohorts containing 7096 case and 19 455 control individuals of European ancestry in order to examine the missing heritability present in Parkinson's disease (PD). We meta-analyzed our initial results to produce robust heritability estimates for PD types across cohorts. Our results identify 27% (95% CI 17-38, P = 8.08E - 08) phenotypic variance associated with all types of PD, 15% (95% CI -0.2 to 33, P = 0.09) phenotypic variance associated with early-onset PD and 31% (95% CI 17-44, P = 1.34E - 05) phenotypic variance associated with late-onset PD. This is a substantial increase from the genetic variance identified by top GWAS hits alone (between 3 and 5%) and indicates there are substantially more risk loci to be identified. Our results suggest that although GWASs are a useful tool in identifying the most common variants associated with complex disease, a great deal of common variants of small effect remain to be discovered.
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650 _ 2 |a Adult
|2 MeSH
650 _ 2 |a Aged
|2 MeSH
650 _ 2 |a Aged, 80 and over
|2 MeSH
650 _ 2 |a European Continental Ancestry Group: genetics
|2 MeSH
650 _ 2 |a Female
|2 MeSH
650 _ 2 |a Genetic Predisposition to Disease
|2 MeSH
650 _ 2 |a Genetic Variation
|2 MeSH
650 _ 2 |a Genome-Wide Association Study
|2 MeSH
650 _ 2 |a Humans
|2 MeSH
650 _ 2 |a Male
|2 MeSH
650 _ 2 |a Middle Aged
|2 MeSH
650 _ 2 |a Multifactorial Inheritance
|2 MeSH
650 _ 2 |a Parkinson Disease: genetics
|2 MeSH
650 _ 2 |a Quantitative Trait, Heritable
|2 MeSH
700 1 _ |a Saad, Mohamad
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700 1 _ |a Bras, Jose
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773 1 8 |a 10.1093/hmg/dds335
|b : Oxford University Press (OUP), 2012-08-13
|n 22
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|y 2012
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773 _ _ |a 10.1093/hmg/dds335
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|o 10.1038/ng1847
999 C 5 |a 10.1086/519795
|9 -- missing cx lookup --
|2 Crossref
|o 10.1086/519795
999 C 5 |a 10.1136/bmj.39343.408449.80
|9 -- missing cx lookup --
|2 Crossref
|o 10.1136/bmj.39343.408449.80
999 C 5 |a 10.1136/bmj.327.7414.557
|9 -- missing cx lookup --
|2 Crossref
|o 10.1136/bmj.327.7414.557
999 C 5 |a 10.2307/3001666
|9 -- missing cx lookup --
|2 Crossref
|o 10.2307/3001666
999 C 5 |y 2011
|2 Crossref
|o 2011


LibraryCollectionCLSMajorCLSMinorLanguageAuthor
Marc 21