CNV-association meta-analysis in 191,161 European adults reveals new loci associated with anthropometric traits

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CNV-association meta-analysis in 191,161 European adults reveals new loci associated with anthropometric traits. / Macé, Aurélien; Tuke, Marcus A; Deelen, Patrick; Kristiansson, Kati; Mattsson, Hannele; Nõukas, Margit; Sapkota, Yadav; Schick, Ursula; Porcu, Eleonora; Rüeger, Sina; McDaid, Aaron F; Porteous, David; Winkler, Thomas W; Salvi, Erika; Shrine, Nick; Liu, Xueping; Ang, Wei Q; Zhang, Weihua; Feitosa, Mary F; Venturini, Cristina; van der Most, Peter J; Rosengren, Anders; Wood, Andrew R; Beaumont, Robin N; Jones, Samuel E; Ruth, Katherine S; Yaghootkar, Hanieh; Tyrrell, Jessica; Havulinna, Aki S; Boers, Harmen; Mägi, Reedik; Kriebel, Jennifer; Müller-Nurasyid, Martina; Perola, Markus; Nieminen, Markku; Lokki, Marja-Liisa; Kähönen, Mika; Viikari, Jorma S; Geller, Frank; Lahti, Jari; Palotie, Aarno; Koponen, Päivikki; Lundqvist, Annamari; Rissanen, Harri; Bottinger, Erwin P; Afaq, Saima; Wojczynski, Mary K; Lenzini, Petra; Nolte, Ilja M; Sparsø, Thomas; Schupf, Nicole; Christensen, Kaare; Perls, Thomas T; Newman, Anne B; Werge, Thomas; Snieder, Harold; Spector, Timothy D; Chambers, John C; Koskinen, Seppo; Melbye, Mads; Raitakari, Olli T; Lehtimäki, Terho; Tobin, Martin D; Wain, Louise V; Sinisalo, Juha; Peters, Annette; Meitinger, Thomas; Martin, Nicholas G; Wray, Naomi R; Montgomery, Grant W; Medland, Sarah E; Swertz, Morris A; Vartiainen, Erkki; Borodulin, Katja; Männistö, Satu; Murray, Anna; Bochud, Murielle; Jacquemont, Sébastien; Rivadeneira, Fernando; Hansen, Thomas F; Oldehinkel, Albertine J; Mangino, Massimo; Province, Michael A; Deloukas, Panos; Kooner, Jaspal S; Freathy, Rachel M; Pennell, Craig; Feenstra, Bjarke; Strachan, David P; Lettre, Guillaume; Hirschhorn, Joel; Cusi, Daniele; Heid, Iris M; Hayward, Caroline; Männik, Katrin; Beckmann, Jacques S; Loos, Ruth J F; Nyholt, Dale R; Metspalu, Andres; Eriksson, Johan G; Weedon, Michael N; Salomaa, Veikko; Franke, Lude; Reymond, Alexandre; Frayling, Timothy M; Kutalik, Zoltán.

I: Nature Communications, Bind 8, 744, 2017.

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

Harvard

Macé, A, Tuke, MA, Deelen, P, Kristiansson, K, Mattsson, H, Nõukas, M, Sapkota, Y, Schick, U, Porcu, E, Rüeger, S, McDaid, AF, Porteous, D, Winkler, TW, Salvi, E, Shrine, N, Liu, X, Ang, WQ, Zhang, W, Feitosa, MF, Venturini, C, van der Most, PJ, Rosengren, A, Wood, AR, Beaumont, RN, Jones, SE, Ruth, KS, Yaghootkar, H, Tyrrell, J, Havulinna, AS, Boers, H, Mägi, R, Kriebel, J, Müller-Nurasyid, M, Perola, M, Nieminen, M, Lokki, M-L, Kähönen, M, Viikari, JS, Geller, F, Lahti, J, Palotie, A, Koponen, P, Lundqvist, A, Rissanen, H, Bottinger, EP, Afaq, S, Wojczynski, MK, Lenzini, P, Nolte, IM, Sparsø, T, Schupf, N, Christensen, K, Perls, TT, Newman, AB, Werge, T, Snieder, H, Spector, TD, Chambers, JC, Koskinen, S, Melbye, M, Raitakari, OT, Lehtimäki, T, Tobin, MD, Wain, LV, Sinisalo, J, Peters, A, Meitinger, T, Martin, NG, Wray, NR, Montgomery, GW, Medland, SE, Swertz, MA, Vartiainen, E, Borodulin, K, Männistö, S, Murray, A, Bochud, M, Jacquemont, S, Rivadeneira, F, Hansen, TF, Oldehinkel, AJ, Mangino, M, Province, MA, Deloukas, P, Kooner, JS, Freathy, RM, Pennell, C, Feenstra, B, Strachan, DP, Lettre, G, Hirschhorn, J, Cusi, D, Heid, IM, Hayward, C, Männik, K, Beckmann, JS, Loos, RJF, Nyholt, DR, Metspalu, A, Eriksson, JG, Weedon, MN, Salomaa, V, Franke, L, Reymond, A, Frayling, TM & Kutalik, Z 2017, 'CNV-association meta-analysis in 191,161 European adults reveals new loci associated with anthropometric traits', Nature Communications, bind 8, 744. https://doi.org/10.1038/s41467-017-00556-x

APA

Macé, A., Tuke, M. A., Deelen, P., Kristiansson, K., Mattsson, H., Nõukas, M., Sapkota, Y., Schick, U., Porcu, E., Rüeger, S., McDaid, A. F., Porteous, D., Winkler, T. W., Salvi, E., Shrine, N., Liu, X., Ang, W. Q., Zhang, W., Feitosa, M. F., ... Kutalik, Z. (2017). CNV-association meta-analysis in 191,161 European adults reveals new loci associated with anthropometric traits. Nature Communications, 8, [744]. https://doi.org/10.1038/s41467-017-00556-x

Vancouver

Macé A, Tuke MA, Deelen P, Kristiansson K, Mattsson H, Nõukas M o.a. CNV-association meta-analysis in 191,161 European adults reveals new loci associated with anthropometric traits. Nature Communications. 2017;8. 744. https://doi.org/10.1038/s41467-017-00556-x

Author

Macé, Aurélien ; Tuke, Marcus A ; Deelen, Patrick ; Kristiansson, Kati ; Mattsson, Hannele ; Nõukas, Margit ; Sapkota, Yadav ; Schick, Ursula ; Porcu, Eleonora ; Rüeger, Sina ; McDaid, Aaron F ; Porteous, David ; Winkler, Thomas W ; Salvi, Erika ; Shrine, Nick ; Liu, Xueping ; Ang, Wei Q ; Zhang, Weihua ; Feitosa, Mary F ; Venturini, Cristina ; van der Most, Peter J ; Rosengren, Anders ; Wood, Andrew R ; Beaumont, Robin N ; Jones, Samuel E ; Ruth, Katherine S ; Yaghootkar, Hanieh ; Tyrrell, Jessica ; Havulinna, Aki S ; Boers, Harmen ; Mägi, Reedik ; Kriebel, Jennifer ; Müller-Nurasyid, Martina ; Perola, Markus ; Nieminen, Markku ; Lokki, Marja-Liisa ; Kähönen, Mika ; Viikari, Jorma S ; Geller, Frank ; Lahti, Jari ; Palotie, Aarno ; Koponen, Päivikki ; Lundqvist, Annamari ; Rissanen, Harri ; Bottinger, Erwin P ; Afaq, Saima ; Wojczynski, Mary K ; Lenzini, Petra ; Nolte, Ilja M ; Sparsø, Thomas ; Schupf, Nicole ; Christensen, Kaare ; Perls, Thomas T ; Newman, Anne B ; Werge, Thomas ; Snieder, Harold ; Spector, Timothy D ; Chambers, John C ; Koskinen, Seppo ; Melbye, Mads ; Raitakari, Olli T ; Lehtimäki, Terho ; Tobin, Martin D ; Wain, Louise V ; Sinisalo, Juha ; Peters, Annette ; Meitinger, Thomas ; Martin, Nicholas G ; Wray, Naomi R ; Montgomery, Grant W ; Medland, Sarah E ; Swertz, Morris A ; Vartiainen, Erkki ; Borodulin, Katja ; Männistö, Satu ; Murray, Anna ; Bochud, Murielle ; Jacquemont, Sébastien ; Rivadeneira, Fernando ; Hansen, Thomas F ; Oldehinkel, Albertine J ; Mangino, Massimo ; Province, Michael A ; Deloukas, Panos ; Kooner, Jaspal S ; Freathy, Rachel M ; Pennell, Craig ; Feenstra, Bjarke ; Strachan, David P ; Lettre, Guillaume ; Hirschhorn, Joel ; Cusi, Daniele ; Heid, Iris M ; Hayward, Caroline ; Männik, Katrin ; Beckmann, Jacques S ; Loos, Ruth J F ; Nyholt, Dale R ; Metspalu, Andres ; Eriksson, Johan G ; Weedon, Michael N ; Salomaa, Veikko ; Franke, Lude ; Reymond, Alexandre ; Frayling, Timothy M ; Kutalik, Zoltán. / CNV-association meta-analysis in 191,161 European adults reveals new loci associated with anthropometric traits. I: Nature Communications. 2017 ; Bind 8.

Bibtex

@article{b3cde4c4d88f4beb9fc34f5858ccac8d,
title = "CNV-association meta-analysis in 191,161 European adults reveals new loci associated with anthropometric traits",
abstract = "There are few examples of robust associations between rare copy number variants (CNVs) and complex continuous human traits. Here we present a large-scale CNV association meta-analysis on anthropometric traits in up to 191,161 adult samples from 26 cohorts. The study reveals five CNV associations at 1q21.1, 3q29, 7q11.23, 11p14.2, and 18q21.32 and confirms two known loci at 16p11.2 and 22q11.21, implicating at least one anthropometric trait. The discovered CNVs are recurrent and rare (0.01-0.2%), with large effects on height (>2.4 cm), weight (>5 kg), and body mass index (BMI) (>3.5 kg/m(2)). Burden analysis shows a 0.41 cm decrease in height, a 0.003 increase in waist-to-hip ratio and increase in BMI by 0.14 kg/m(2) for each Mb of total deletion burden (P = 2.5 × 10(-10), 6.0 × 10(-5), and 2.9 × 10(-3)). Our study provides evidence that the same genes (e.g., MC4R, FIBIN, and FMO5) harbor both common and rare variants affecting body size and that anthropometric traits share genetic loci with developmental and psychiatric disorders.Individual SNPs have small effects on anthropometric traits, yet the impact of CNVs has remained largely unknown. Here, Kutalik and co-workers perform a large-scale genome-wide meta-analysis of structural variation and find rare CNVs associated with height, weight and BMI with large effect sizes.",
keywords = "Journal Article",
author = "Aur{\'e}lien Mac{\'e} and Tuke, {Marcus A} and Patrick Deelen and Kati Kristiansson and Hannele Mattsson and Margit N{\~o}ukas and Yadav Sapkota and Ursula Schick and Eleonora Porcu and Sina R{\"u}eger and McDaid, {Aaron F} and David Porteous and Winkler, {Thomas W} and Erika Salvi and Nick Shrine and Xueping Liu and Ang, {Wei Q} and Weihua Zhang and Feitosa, {Mary F} and Cristina Venturini and {van der Most}, {Peter J} and Anders Rosengren and Wood, {Andrew R} and Beaumont, {Robin N} and Jones, {Samuel E} and Ruth, {Katherine S} and Hanieh Yaghootkar and Jessica Tyrrell and Havulinna, {Aki S} and Harmen Boers and Reedik M{\"a}gi and Jennifer Kriebel and Martina M{\"u}ller-Nurasyid and Markus Perola and Markku Nieminen and Marja-Liisa Lokki and Mika K{\"a}h{\"o}nen and Viikari, {Jorma S} and Frank Geller and Jari Lahti and Aarno Palotie and P{\"a}ivikki Koponen and Annamari Lundqvist and Harri Rissanen and Bottinger, {Erwin P} and Saima Afaq and Wojczynski, {Mary K} and Petra Lenzini and Nolte, {Ilja M} and Thomas Spars{\o} and Nicole Schupf and Kaare Christensen and Perls, {Thomas T} and Newman, {Anne B} and Thomas Werge and Harold Snieder and Spector, {Timothy D} and Chambers, {John C} and Seppo Koskinen and Mads Melbye and Raitakari, {Olli T} and Terho Lehtim{\"a}ki and Tobin, {Martin D} and Wain, {Louise V} and Juha Sinisalo and Annette Peters and Thomas Meitinger and Martin, {Nicholas G} and Wray, {Naomi R} and Montgomery, {Grant W} and Medland, {Sarah E} and Swertz, {Morris A} and Erkki Vartiainen and Katja Borodulin and Satu M{\"a}nnist{\"o} and Anna Murray and Murielle Bochud and S{\'e}bastien Jacquemont and Fernando Rivadeneira and Hansen, {Thomas F} and Oldehinkel, {Albertine J} and Massimo Mangino and Province, {Michael A} and Panos Deloukas and Kooner, {Jaspal S} and Freathy, {Rachel M} and Craig Pennell and Bjarke Feenstra and Strachan, {David P} and Guillaume Lettre and Joel Hirschhorn and Daniele Cusi and Heid, {Iris M} and Caroline Hayward and Katrin M{\"a}nnik and Beckmann, {Jacques S} and Loos, {Ruth J F} and Nyholt, {Dale R} and Andres Metspalu and Eriksson, {Johan G} and Weedon, {Michael N} and Veikko Salomaa and Lude Franke and Alexandre Reymond and Frayling, {Timothy M} and Zolt{\'a}n Kutalik",
year = "2017",
doi = "10.1038/s41467-017-00556-x",
language = "English",
volume = "8",
journal = "Nature Communications",
issn = "2041-1723",
publisher = "nature publishing group",

}

RIS

TY - JOUR

T1 - CNV-association meta-analysis in 191,161 European adults reveals new loci associated with anthropometric traits

AU - Macé, Aurélien

AU - Tuke, Marcus A

AU - Deelen, Patrick

AU - Kristiansson, Kati

AU - Mattsson, Hannele

AU - Nõukas, Margit

AU - Sapkota, Yadav

AU - Schick, Ursula

AU - Porcu, Eleonora

AU - Rüeger, Sina

AU - McDaid, Aaron F

AU - Porteous, David

AU - Winkler, Thomas W

AU - Salvi, Erika

AU - Shrine, Nick

AU - Liu, Xueping

AU - Ang, Wei Q

AU - Zhang, Weihua

AU - Feitosa, Mary F

AU - Venturini, Cristina

AU - van der Most, Peter J

AU - Rosengren, Anders

AU - Wood, Andrew R

AU - Beaumont, Robin N

AU - Jones, Samuel E

AU - Ruth, Katherine S

AU - Yaghootkar, Hanieh

AU - Tyrrell, Jessica

AU - Havulinna, Aki S

AU - Boers, Harmen

AU - Mägi, Reedik

AU - Kriebel, Jennifer

AU - Müller-Nurasyid, Martina

AU - Perola, Markus

AU - Nieminen, Markku

AU - Lokki, Marja-Liisa

AU - Kähönen, Mika

AU - Viikari, Jorma S

AU - Geller, Frank

AU - Lahti, Jari

AU - Palotie, Aarno

AU - Koponen, Päivikki

AU - Lundqvist, Annamari

AU - Rissanen, Harri

AU - Bottinger, Erwin P

AU - Afaq, Saima

AU - Wojczynski, Mary K

AU - Lenzini, Petra

AU - Nolte, Ilja M

AU - Sparsø, Thomas

AU - Schupf, Nicole

AU - Christensen, Kaare

AU - Perls, Thomas T

AU - Newman, Anne B

AU - Werge, Thomas

AU - Snieder, Harold

AU - Spector, Timothy D

AU - Chambers, John C

AU - Koskinen, Seppo

AU - Melbye, Mads

AU - Raitakari, Olli T

AU - Lehtimäki, Terho

AU - Tobin, Martin D

AU - Wain, Louise V

AU - Sinisalo, Juha

AU - Peters, Annette

AU - Meitinger, Thomas

AU - Martin, Nicholas G

AU - Wray, Naomi R

AU - Montgomery, Grant W

AU - Medland, Sarah E

AU - Swertz, Morris A

AU - Vartiainen, Erkki

AU - Borodulin, Katja

AU - Männistö, Satu

AU - Murray, Anna

AU - Bochud, Murielle

AU - Jacquemont, Sébastien

AU - Rivadeneira, Fernando

AU - Hansen, Thomas F

AU - Oldehinkel, Albertine J

AU - Mangino, Massimo

AU - Province, Michael A

AU - Deloukas, Panos

AU - Kooner, Jaspal S

AU - Freathy, Rachel M

AU - Pennell, Craig

AU - Feenstra, Bjarke

AU - Strachan, David P

AU - Lettre, Guillaume

AU - Hirschhorn, Joel

AU - Cusi, Daniele

AU - Heid, Iris M

AU - Hayward, Caroline

AU - Männik, Katrin

AU - Beckmann, Jacques S

AU - Loos, Ruth J F

AU - Nyholt, Dale R

AU - Metspalu, Andres

AU - Eriksson, Johan G

AU - Weedon, Michael N

AU - Salomaa, Veikko

AU - Franke, Lude

AU - Reymond, Alexandre

AU - Frayling, Timothy M

AU - Kutalik, Zoltán

PY - 2017

Y1 - 2017

N2 - There are few examples of robust associations between rare copy number variants (CNVs) and complex continuous human traits. Here we present a large-scale CNV association meta-analysis on anthropometric traits in up to 191,161 adult samples from 26 cohorts. The study reveals five CNV associations at 1q21.1, 3q29, 7q11.23, 11p14.2, and 18q21.32 and confirms two known loci at 16p11.2 and 22q11.21, implicating at least one anthropometric trait. The discovered CNVs are recurrent and rare (0.01-0.2%), with large effects on height (>2.4 cm), weight (>5 kg), and body mass index (BMI) (>3.5 kg/m(2)). Burden analysis shows a 0.41 cm decrease in height, a 0.003 increase in waist-to-hip ratio and increase in BMI by 0.14 kg/m(2) for each Mb of total deletion burden (P = 2.5 × 10(-10), 6.0 × 10(-5), and 2.9 × 10(-3)). Our study provides evidence that the same genes (e.g., MC4R, FIBIN, and FMO5) harbor both common and rare variants affecting body size and that anthropometric traits share genetic loci with developmental and psychiatric disorders.Individual SNPs have small effects on anthropometric traits, yet the impact of CNVs has remained largely unknown. Here, Kutalik and co-workers perform a large-scale genome-wide meta-analysis of structural variation and find rare CNVs associated with height, weight and BMI with large effect sizes.

AB - There are few examples of robust associations between rare copy number variants (CNVs) and complex continuous human traits. Here we present a large-scale CNV association meta-analysis on anthropometric traits in up to 191,161 adult samples from 26 cohorts. The study reveals five CNV associations at 1q21.1, 3q29, 7q11.23, 11p14.2, and 18q21.32 and confirms two known loci at 16p11.2 and 22q11.21, implicating at least one anthropometric trait. The discovered CNVs are recurrent and rare (0.01-0.2%), with large effects on height (>2.4 cm), weight (>5 kg), and body mass index (BMI) (>3.5 kg/m(2)). Burden analysis shows a 0.41 cm decrease in height, a 0.003 increase in waist-to-hip ratio and increase in BMI by 0.14 kg/m(2) for each Mb of total deletion burden (P = 2.5 × 10(-10), 6.0 × 10(-5), and 2.9 × 10(-3)). Our study provides evidence that the same genes (e.g., MC4R, FIBIN, and FMO5) harbor both common and rare variants affecting body size and that anthropometric traits share genetic loci with developmental and psychiatric disorders.Individual SNPs have small effects on anthropometric traits, yet the impact of CNVs has remained largely unknown. Here, Kutalik and co-workers perform a large-scale genome-wide meta-analysis of structural variation and find rare CNVs associated with height, weight and BMI with large effect sizes.

KW - Journal Article

U2 - 10.1038/s41467-017-00556-x

DO - 10.1038/s41467-017-00556-x

M3 - Journal article

C2 - 28963451

VL - 8

JO - Nature Communications

JF - Nature Communications

SN - 2041-1723

M1 - 744

ER -

ID: 185945362