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

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 bottlen...

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Autores principales: Lim, Elaine T., Würtz, Peter, Havulinna, Aki S., Palta, Priit, Tukiainen, Taru, Rehnström, Karola, Esko, Tõnu, Mägi, Reedik, Inouye, Michael, Lappalainen, Tuuli, Chan, Yingleong, Salem, Rany M., Lek, Monkol, Flannick, Jason, Sim, Xueling, Manning, Alisa, Ladenvall, Claes, Bumpstead, Suzannah, Hämäläinen, Eija, Aalto, Kristiina, Maksimow, Mikael, Salmi, Marko, Blankenberg, Stefan, Ardissino, Diego, Shah, Svati, Horne, Benjamin, McPherson, Ruth, Hovingh, Gerald K., Reilly, Muredach P., Watkins, Hugh, Goel, Anuj, Farrall, Martin, Girelli, Domenico, Reiner, Alex P., Stitziel, Nathan O., Kathiresan, Sekar, Gabriel, Stacey, Barrett, Jeffrey C., Lehtimäki, Terho, Laakso, Markku, Groop, Leif, Kaprio, Jaakko, Perola, Markus, McCarthy, Mark I., Boehnke, Michael, Altshuler, David M., Lindgren, Cecilia M., Hirschhorn, Joel N., Metspalu, Andres, Freimer, Nelson B., Zeller, Tanja, Jalkanen, Sirpa, Koskinen, Seppo, Raitakari, Olli, Durbin, Richard, MacArthur, Daniel G., Salomaa, Veikko, Ripatti, Samuli, Daly, Mark J., Palotie, Aarno
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4117444/
https://www.ncbi.nlm.nih.gov/pubmed/25078778
http://dx.doi.org/10.1371/journal.pgen.1004494
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author Lim, Elaine T.
Würtz, Peter
Havulinna, Aki S.
Palta, Priit
Tukiainen, Taru
Rehnström, Karola
Esko, Tõnu
Mägi, Reedik
Inouye, Michael
Lappalainen, Tuuli
Chan, Yingleong
Salem, Rany M.
Lek, Monkol
Flannick, Jason
Sim, Xueling
Manning, Alisa
Ladenvall, Claes
Bumpstead, Suzannah
Hämäläinen, Eija
Aalto, Kristiina
Maksimow, Mikael
Salmi, Marko
Blankenberg, Stefan
Ardissino, Diego
Shah, Svati
Horne, Benjamin
McPherson, Ruth
Hovingh, Gerald K.
Reilly, Muredach P.
Watkins, Hugh
Goel, Anuj
Farrall, Martin
Girelli, Domenico
Reiner, Alex P.
Stitziel, Nathan O.
Kathiresan, Sekar
Gabriel, Stacey
Barrett, Jeffrey C.
Lehtimäki, Terho
Laakso, Markku
Groop, Leif
Kaprio, Jaakko
Perola, Markus
McCarthy, Mark I.
Boehnke, Michael
Altshuler, David M.
Lindgren, Cecilia M.
Hirschhorn, Joel N.
Metspalu, Andres
Freimer, Nelson B.
Zeller, Tanja
Jalkanen, Sirpa
Koskinen, Seppo
Raitakari, Olli
Durbin, Richard
MacArthur, Daniel G.
Salomaa, Veikko
Ripatti, Samuli
Daly, Mark J.
Palotie, Aarno
author_facet Lim, Elaine T.
Würtz, Peter
Havulinna, Aki S.
Palta, Priit
Tukiainen, Taru
Rehnström, Karola
Esko, Tõnu
Mägi, Reedik
Inouye, Michael
Lappalainen, Tuuli
Chan, Yingleong
Salem, Rany M.
Lek, Monkol
Flannick, Jason
Sim, Xueling
Manning, Alisa
Ladenvall, Claes
Bumpstead, Suzannah
Hämäläinen, Eija
Aalto, Kristiina
Maksimow, Mikael
Salmi, Marko
Blankenberg, Stefan
Ardissino, Diego
Shah, Svati
Horne, Benjamin
McPherson, Ruth
Hovingh, Gerald K.
Reilly, Muredach P.
Watkins, Hugh
Goel, Anuj
Farrall, Martin
Girelli, Domenico
Reiner, Alex P.
Stitziel, Nathan O.
Kathiresan, Sekar
Gabriel, Stacey
Barrett, Jeffrey C.
Lehtimäki, Terho
Laakso, Markku
Groop, Leif
Kaprio, Jaakko
Perola, Markus
McCarthy, Mark I.
Boehnke, Michael
Altshuler, David M.
Lindgren, Cecilia M.
Hirschhorn, Joel N.
Metspalu, Andres
Freimer, Nelson B.
Zeller, Tanja
Jalkanen, Sirpa
Koskinen, Seppo
Raitakari, Olli
Durbin, Richard
MacArthur, Daniel G.
Salomaa, Veikko
Ripatti, Samuli
Daly, Mark J.
Palotie, Aarno
author_sort Lim, Elaine T.
collection PubMed
description 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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spelling pubmed-41174442014-08-04 Distribution and Medical Impact of Loss-of-Function Variants in the Finnish Founder Population Lim, Elaine T. Würtz, Peter Havulinna, Aki S. Palta, Priit Tukiainen, Taru Rehnström, Karola Esko, Tõnu Mägi, Reedik Inouye, Michael Lappalainen, Tuuli Chan, Yingleong Salem, Rany M. Lek, Monkol Flannick, Jason Sim, Xueling Manning, Alisa Ladenvall, Claes Bumpstead, Suzannah Hämäläinen, Eija Aalto, Kristiina Maksimow, Mikael Salmi, Marko Blankenberg, Stefan Ardissino, Diego Shah, Svati Horne, Benjamin McPherson, Ruth Hovingh, Gerald K. Reilly, Muredach P. Watkins, Hugh Goel, Anuj Farrall, Martin Girelli, Domenico Reiner, Alex P. Stitziel, Nathan O. Kathiresan, Sekar Gabriel, Stacey Barrett, Jeffrey C. Lehtimäki, Terho Laakso, Markku Groop, Leif Kaprio, Jaakko Perola, Markus McCarthy, Mark I. Boehnke, Michael Altshuler, David M. Lindgren, Cecilia M. Hirschhorn, Joel N. Metspalu, Andres Freimer, Nelson B. Zeller, Tanja Jalkanen, Sirpa Koskinen, Seppo Raitakari, Olli Durbin, Richard MacArthur, Daniel G. Salomaa, Veikko Ripatti, Samuli Daly, Mark J. Palotie, Aarno PLoS Genet Research Article 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. Public Library of Science 2014-07-31 /pmc/articles/PMC4117444/ /pubmed/25078778 http://dx.doi.org/10.1371/journal.pgen.1004494 Text en © 2014 Lim et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Lim, Elaine T.
Würtz, Peter
Havulinna, Aki S.
Palta, Priit
Tukiainen, Taru
Rehnström, Karola
Esko, Tõnu
Mägi, Reedik
Inouye, Michael
Lappalainen, Tuuli
Chan, Yingleong
Salem, Rany M.
Lek, Monkol
Flannick, Jason
Sim, Xueling
Manning, Alisa
Ladenvall, Claes
Bumpstead, Suzannah
Hämäläinen, Eija
Aalto, Kristiina
Maksimow, Mikael
Salmi, Marko
Blankenberg, Stefan
Ardissino, Diego
Shah, Svati
Horne, Benjamin
McPherson, Ruth
Hovingh, Gerald K.
Reilly, Muredach P.
Watkins, Hugh
Goel, Anuj
Farrall, Martin
Girelli, Domenico
Reiner, Alex P.
Stitziel, Nathan O.
Kathiresan, Sekar
Gabriel, Stacey
Barrett, Jeffrey C.
Lehtimäki, Terho
Laakso, Markku
Groop, Leif
Kaprio, Jaakko
Perola, Markus
McCarthy, Mark I.
Boehnke, Michael
Altshuler, David M.
Lindgren, Cecilia M.
Hirschhorn, Joel N.
Metspalu, Andres
Freimer, Nelson B.
Zeller, Tanja
Jalkanen, Sirpa
Koskinen, Seppo
Raitakari, Olli
Durbin, Richard
MacArthur, Daniel G.
Salomaa, Veikko
Ripatti, Samuli
Daly, Mark J.
Palotie, Aarno
Distribution and Medical Impact of Loss-of-Function Variants in the Finnish Founder Population
title Distribution and Medical Impact of Loss-of-Function Variants in the Finnish Founder Population
title_full Distribution and Medical Impact of Loss-of-Function Variants in the Finnish Founder Population
title_fullStr Distribution and Medical Impact of Loss-of-Function Variants in the Finnish Founder Population
title_full_unstemmed Distribution and Medical Impact of Loss-of-Function Variants in the Finnish Founder Population
title_short Distribution and Medical Impact of Loss-of-Function Variants in the Finnish Founder Population
title_sort distribution and medical impact of loss-of-function variants in the finnish founder population
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4117444/
https://www.ncbi.nlm.nih.gov/pubmed/25078778
http://dx.doi.org/10.1371/journal.pgen.1004494
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