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Open AccessJournal ArticleDOI

Distribution and Medical Impact of Loss-of-Function Variants in the Finnish Founder Population

Elaine T. Lim, +81 more
- 31 Jul 2014 - 
- Vol. 10, Iss: 7, pp 1-12
TLDR
In this paper, the authors compared exome sequence data on 3,000 Finns to the same number of non-Finnish Europeans and discovered that the average Finn has more low-frequency loss-of-function variants and complete gene knockouts.
Abstract
Exome sequencing studies in complex diseases are challenged by the allelic heterogeneity, large number and modest effect sizes of associated variants on disease risk and the presence of large numbers of neutral variants, even in phenotypically relevant genes. Isolated populations with recent bottlenecks offer advantages for studying rare variants in complex diseases as they have deleterious variants that are present at higher frequencies as well as a substantial reduction in rare neutral variation. To explore the potential of the Finnish founder population for studying low-frequency (0.5-5%) variants in complex diseases, we compared exome sequence data on 3,000 Finns to the same number of non-Finnish Europeans and discovered that, despite having fewer variable sites overall, the average Finn has more low-frequency loss-of-function variants and complete gene knockouts. We then used several well-characterized Finnish population cohorts to study the phenotypic effects of 83 enriched loss-of-function variants across 60 phenotypes in 36,262 Finns. Using a deep set of quantitative traits collected on these cohorts, we show 5 associations (p<5×10⁻⁸) including splice variants in LPA that lowered plasma lipoprotein(a) levels (P = 1.5×10⁻¹¹⁷). Through accessing the national medical records of these participants, we evaluate the LPA finding via Mendelian randomization and confirm that these splice variants confer protection from cardiovascular disease (OR = 0.84, P = 3×10⁻⁴), demonstrating for the first time the correlation between very low levels of LPA in humans with potential therapeutic implications for cardiovascular diseases. More generally, this study articulates substantial advantages for studying the role of rare variation in complex phenotypes in founder populations like the Finns and by combining a unique population genetic history with data from large population cohorts and centralized research access to National Health Registers.

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Citations
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Journal ArticleDOI

Analysis of protein-coding genetic variation in 60,706 humans

Monkol Lek, +106 more
- 18 Aug 2016 - 
TL;DR: The aggregation and analysis of high-quality exome (protein-coding region) DNA sequence data for 60,706 individuals of diverse ancestries generated as part of the Exome Aggregation Consortium (ExAC) provides direct evidence for the presence of widespread mutational recurrence.
Posted ContentDOI

Analysis of protein-coding genetic variation in 60,706 humans

Monkol Lek, +72 more
- 30 Oct 2015 - 
TL;DR: The aggregation and analysis of high-quality exome (protein-coding region) sequence data for 60,706 individuals of diverse ethnicities generated as part of the Exome Aggregation Consortium (ExAC) provides direct evidence for the presence of widespread mutational recurrence.
Posted ContentDOI

Scaling accurate genetic variant discovery to tens of thousands of samples

TL;DR: A novel assembly-based approach to variant calling, the GATK HaplotypeCaller and Reference Confidence Model, that determines genotype likelihoods independently per-sample but performs joint calling across all samples within a project simultaneously, showing that the accuracy of indel variant calling is superior in comparison to other algorithms.
Journal ArticleDOI

Detection and interpretation of shared genetic influences on 42 human traits

TL;DR: A method to identify pairs of traits that have multiple genetic causes in common that show evidence of a causal relationship is developed, and shows evidence that increased body mass index causally increases triglyceride levels.
Journal ArticleDOI

The Missing Diversity in Human Genetic Studies.

TL;DR: This commentary justifies the need to study more diverse populations using both empirical examples and theoretical reasoning for risk prediction of diseases across global populations.
References
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Journal ArticleDOI

The Genotype-Tissue Expression (GTEx) project

John T. Lonsdale, +129 more
- 29 May 2013 - 
TL;DR: The Genotype-Tissue Expression (GTEx) project is described, which will establish a resource database and associated tissue bank for the scientific community to study the relationship between genetic variation and gene expression in human tissues.
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METAL: fast and efficient meta-analysis of genomewide association scans.

TL;DR: METAL provides a computationally efficient tool for meta-analysis of genome-wide association scans, which is a commonly used approach for improving power complex traits gene mapping studies.
Journal ArticleDOI

Transcriptome and genome sequencing uncovers functional variation in humans

Tuuli Lappalainen, +64 more
- 26 Sep 2013 - 
TL;DR: Se sequencing and deep analysis of messenger RNA and microRNA from lymphoblastoid cell lines of 462 individuals from the 1000 Genomes Project—the first uniformly processed high-throughput RNA-sequencing data from multiple human populations with high-quality genome sequences discover extremely widespread genetic variation affecting the regulation of most genes.
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