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Contribution of rar...
Contribution of rare whole-genome sequencing variants to plasma protein levels and the missing heritability
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- Kierczak, Marcin, 1981- (author)
- Uppsala universitet,Molekylär evolution,Science for Life Laboratory, SciLifeLab
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- Rafati, Nima (author)
- Uppsala universitet,Institutionen för medicinsk biokemi och mikrobiologi,Science for Life Laboratory, SciLifeLab
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- Höglund, Julia (author)
- Uppsala universitet,Medicinsk genetik och genomik,Science for Life Laboratory, SciLifeLab,Åsa Johansson
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- Gourlé, Hadrien (author)
- Uppsala universitet,Medicinsk genetik och genomik,Science for Life Laboratory, SciLifeLab,Åsa Johansson
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- Lo Faro, Valeria (author)
- Uppsala universitet,Medicinsk genetik och genomik,Science for Life Laboratory, SciLifeLab,Åsa Johansson
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- Schmitz, Daniel, 1995- (author)
- Uppsala universitet,Medicinsk genetik och genomik,Science for Life Laboratory, SciLifeLab,Åsa Johansson
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- Ek, Weronica E. (author)
- Uppsala universitet,Medicinsk genetik och genomik,Science for Life Laboratory, SciLifeLab,Åsa Johansson
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- Gyllensten, Ulf (author)
- Uppsala universitet,Science for Life Laboratory, SciLifeLab,Medicinsk genetik och genomik,Ulf Gyllensten
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- Enroth, Stefan, 1976- (author)
- Uppsala universitet,Medicinsk genetik och genomik,Science for Life Laboratory, SciLifeLab,Ulf Gyllensten
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- Ekman, Diana (author)
- Stockholms universitet,Institutionen för biokemi och biofysik,Science for Life Laboratory (SciLifeLab),Science for Life Laboratory, Stockholm University, Sweden
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- Nystedt, Björn, 1978- (author)
- Uppsala universitet,Molekylär evolution,Science for Life Laboratory, SciLifeLab
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- Karlsson, Torgny (author)
- Uppsala universitet,Medicinsk genetik och genomik,Science for Life Laboratory, SciLifeLab,Åsa Johansson
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- Johansson, Åsa (author)
- Uppsala universitet,Medicinsk genetik och genomik,Science for Life Laboratory, SciLifeLab,Åsa Johansson
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(creator_code:org_t)
- 2022-05-09
- 2022
- English.
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In: Nature Communications. - : Springer Nature. - 2041-1723. ; 13
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Abstract
Subject headings
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- Despite the success of genome-wide association studies, much of the genetic contribution to complex traits remains unexplained. Here, we analysed high coverage whole genome sequencing data, to evaluate the contribution of rare genetic variants to 414 plasma proteins. The frequency distribution of genetic variants was skewed towards the rare spectrum, and damaging variants were more often rare. We estimated that less than 4.3% of the narrow-sense heritability is expected to be explained by rare variants in our cohort. Using a gene-based approach, we identified Cis-associations for 237 of the proteins, which is slightly more compared to a GWAS (N=213), and we identified 34 loci in Trans. Several associations were driven by rare variants, and rare variants had on average larger phenotypic effects. We conclude therefore that rare variants could be of importance for precision medicine applications, but have a more limited contribution to the missing heritability of complex diseases.
Subject headings
- MEDICIN OCH HÄLSOVETENSKAP -- Medicinska och farmaceutiska grundvetenskaper -- Medicinsk genetik (hsv//swe)
- MEDICAL AND HEALTH SCIENCES -- Basic Medicine -- Medical Genetics (hsv//eng)
Keyword
- Rare variants
- SKAT
- Protein Biomarkers
- Hidden heritability
- Missing heritability
- GWAS
Publication and Content Type
- ref (subject category)
- art (subject category)
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- By the author/editor
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Kierczak, Marcin ...
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Rafati, Nima
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Höglund, Julia
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Gourlé, Hadrien
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Lo Faro, Valeria
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Schmitz, Daniel, ...
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show more...
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Ek, Weronica E.
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Gyllensten, Ulf
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Enroth, Stefan, ...
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Ekman, Diana
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Nystedt, Björn, ...
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Karlsson, Torgny
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Johansson, Åsa
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- About the subject
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- MEDICAL AND HEALTH SCIENCES
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MEDICAL AND HEAL ...
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and Basic Medicine
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and Medical Genetics
- Articles in the publication
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Nature Communica ...
- By the university
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Uppsala University
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Stockholm University