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PMID: 18454148 Published · ppublish English Journal Article Multicenter Study Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't

Common variants near MC4R are associated with fat mass, weight and risk of obesity.

Nature genetics ·Vol. 40 ·No. 6 ·2008-06-00 ·Pages 768-75

Loos RJ, Lindgren CM, Li S, Wheeler E, Zhao JH, Prokopenko I, Inouye M, Freathy RM, Attwood AP, Beckmann JS, Berndt SI, Prostate, Lung, Colorectal, and Ovarian PLCO Cancer Screening Trial, Jacobs KB, Chanock SJ, Hayes RB, Bergmann S, Bennett AJ, Bingham SA, Bochud M, Brown M, Cauchi S, Connell JM, Cooper C, Smith GD, Day I, Dina C, De S, Dermitzakis ET, Doney AS, Elliott KS, Elliott P, Evans DM, Sadaf Farooqi I, Froguel P, Ghori J, Groves CJ, Gwilliam R, Hadley D, Hall AS, Hattersley AT, Hebebrand J, Heid IM, KORA, Lamina C, Gieger C, Illig T, Meitinger T, Wichmann HE, Herrera B, Hinney A, Hunt SE, Jarvelin MR, Johnson T, Jolley JD, Karpe F, Keniry A, Khaw KT, Luben RN, Mangino M, Marchini J, McArdle WL, McGinnis R, Meyre D, Munroe PB, Morris AD, Ness AR, Neville MJ, Nica AC, Ong KK, O'Rahilly S, Owen KR, Palmer CN, Papadakis K, Potter S, Pouta A, Qi L, Nurses' Health Study, Randall JC, Rayner NW, Ring SM, Sandhu MS, Scherag A, Sims MA, Song K, Soranzo N, Speliotes EK, Diabetes Genetics Initiative, Syddall HE, Teichmann SA, Timpson NJ, Tobias JH, Uda M, SardiNIA Study, Vogel CI, Wallace C, Waterworth DM, Weedon MN, Wellcome Trust Case Control Consortium, Willer CJ, FUSION, Wraight, Yuan X, Zeggini E, Hirschhorn JN, Strachan DP, Ouwehand WH, Caulfield MJ, Samani NJ, Frayling TM, Vollenweider P, Waeber G, Mooser V, Deloukas P, McCarthy MI, Wareham NJ, Barroso I, Jacobs KB, Chanock SJ, Hayes RB, Lamina C, Gieger C, Illig T, Meitinger T, Wichmann HE, Kraft P, Hankinson SE, Hunter DJ, Hu FB, Lyon HN, Voight BF, Ridderstrale M, Groop L, Scheet P, Sanna S, Abecasis GR, Albai G, Nagaraja R, Schlessinger D, Jackson AU, Tuomilehto J, Collins FS, Boehnke M, Mohlke KL

Abstract

To identify common variants influencing body mass index (BMI), we analyzed genome-wide association data from 16,876 individuals of European descent. After previously reported variants in FTO, the strongest association signal (rs17782313, P = 2.9 x 10(-6)) mapped 188 kb downstream of MC4R (melanocortin-4 receptor), mutations of which are the leading cause of monogenic severe childhood-onset obesity. We confirmed the BMI association in 60,352 adults (per-allele effect = 0.05 Z-score units; P = 2.8 x 10(-15)) and 5,988 children aged 7-11 (0.13 Z-score units; P = 1.5 x 10(-8)). In case-control analyses (n = 10,583), the odds for severe childhood obesity reached 1.30 (P = 8.0 x 10(-11)). Furthermore, we observed overtransmission of the risk allele to obese offspring in 660 families (P (pedigree disequilibrium test average; PDT-avg) = 2.4 x 10(-4)). The SNP location and patterns of phenotypic associations are consistent with effects mediated through altered MC4R function. Our findings establish that common variants near MC4R influence fat mass, weight and obesity risk at the population level and reinforce the need for large-scale data integration to identify variants influencing continuous biomedical traits.

MeSH Terms
Adiposity/genetics Adolescent Adult Aged Alleles Alpha-Ketoglutarate-Dependent Dioxygenase FTO Body Mass Index Body Weight/genetics Case-Control Studies Child Chromosomes, Human, Pair 18/genetics Cohort Studies Cross-Sectional Studies Female Genetic Predisposition to Disease Genetic Variation Genome, Human Humans Linkage Disequilibrium Male Meta-Analysis as Topic Middle Aged Obesity/epidemiology,genetics,pathology Polymorphism, Single Nucleotide Proteins Quantitative Trait Loci Randomized Controlled Trials as Topic Receptor, Melanocortin, Type 4/genetics
Chemicals
Proteins Receptor, Melanocortin, Type 4 Alpha-Ketoglutarate-Dependent Dioxygenase FTO FTO protein, human
Authors & Affiliations
143 authors, click to expand affiliations / ORCID
Loos Ruth J F
MRC Epidemiology Unit, Addenbrooke's Hospital, Cambridge CB2 0QQ, UK.
Lindgren Cecilia M
Li Shengxu
Wheeler Eleanor
Zhao Jing Hua
Prokopenko Inga
Inouye Michael
Freathy Rachel M
Attwood Antony P
Beckmann Jacques S
Berndt Sonja I
Prostate, Lung, Colorectal, and Ovarian (PLCO) Cancer Screening Trial
Jacobs Kevin B
Chanock Stephen J
Hayes Richard B
Bergmann Sven
Bennett Amanda J
Bingham Sheila A
Bochud Murielle
Brown Morris
Cauchi Stéphane
Connell John M
Cooper Cyrus
Smith George Davey
Day Ian
Dina Christian
De Subhajyoti
Dermitzakis Emmanouil T
Doney Alex S F
Elliott Katherine S
Elliott Paul
Evans David M
Sadaf Farooqi I
Froguel Philippe
Ghori Jilur
Groves Christopher J
Gwilliam Rhian
Hadley David
Hall Alistair S
Hattersley Andrew T
Hebebrand Johannes
Heid Iris M
KORA
Lamina Claudia
Gieger Christian
Illig Thomas
Meitinger Thomas
Wichmann H-Erich
Herrera Blanca
Hinney Anke
Hunt Sarah E
Jarvelin Marjo-Riitta
Johnson Toby
Jolley Jennifer D M
Karpe Fredrik
Keniry Andrew
Khaw Kay-Tee
Luben Robert N
Mangino Massimo
Marchini Jonathan
McArdle Wendy L
McGinnis Ralph
Meyre David
Munroe Patricia B
Morris Andrew D
Ness Andrew R
Neville Matthew J
Nica Alexandra C
Ong Ken K
O'Rahilly Stephen
Owen Katharine R
Palmer Colin N A
Papadakis Konstantinos
Potter Simon
Pouta Anneli
Qi Lu
Nurses' Health Study
Randall Joshua C
Rayner Nigel W
Ring Susan M
Sandhu Manjinder S
Scherag André
Sims Matthew A
Song Kijoung
Soranzo Nicole
Speliotes Elizabeth K
Diabetes Genetics Initiative
Syddall Holly E
Teichmann Sarah A
Timpson Nicholas J
Tobias Jonathan H
Uda Manuela
SardiNIA Study
Vogel Carla I Ganz
Wallace Chris
Waterworth Dawn M
Weedon Michael N
Wellcome Trust Case Control Consortium
Willer Cristen J
FUSION
Wraight
Yuan Xin
Zeggini Eleftheria
Hirschhorn Joel N
Strachan David P
Ouwehand Willem H
Caulfield Mark J
Samani Nilesh J
Frayling Timothy M
Vollenweider Peter
Waeber Gerard
Mooser Vincent
Deloukas Panos
McCarthy Mark I
Wareham Nicholas J
Barroso Inês
Jacobs Kevin B
Chanock Stephen J
Hayes Richard B
Lamina Claudia
Gieger Christian
Illig Thomas
Meitinger Thomas
Wichmann H-Erich
Kraft Peter
Hankinson Susan E
Hunter David J
Hu Frank B
Lyon Helen N
Voight Benjamin F
Ridderstrale Martin
Groop Leif
Scheet Paul
Sanna Serena
Abecasis Goncalo R
Albai Giuseppe
Nagaraja Ramaiah
Schlessinger David
Jackson Anne U
Tuomilehto Jaakko
Collins Francis S
Boehnke Michael
Mohlke Karen L
Investigators
258 investigators, click to expand
Burton Paul R
Clayton David G
Cardon Lon R
Craddock Nick
Deloukas Panos
Duncanson Audrey
Kwiatkowski Dominic P
McCarthy Mark I
Ouwehand Willem H
Samani Nilesh J
Todd John A
Donnelly Peter
Barrett Jeffrey C
Burton Paul R
Davison Dan
Donnelly Peter
Easton Doug
Evans David M
Leung Hin-Tak
Marchini Jonathan L
Morris Andrew P
Spencer Chris C A
Tobin Martin D
Cardon Lon R
Clayton David G
Attwood Antony P
Boorman James P
Cant Barbara
Everson Ursula
Hussey Judith M
Jolley Jennifer D
Knight Alexandra S
Koch Kerstin
Meech Elizabeth
Nutland Sarah
Prowse Christopher V
Stevens Helen E
Taylor Niall C
Walters Graham R
Walker Neil M
Watkins Nicholas A
Winzer Thilo
Todd John A
Ouwehand Willem H
Jones Richard W
McArdle Wendy L
Ring Susan M
Strachan David P
Pembrey Marcus
Breen Gerome
St Clair David
Caesar Sian
Gordon-Smith Katherine
Jones Lisa
Fraser Christine
Green Elaine K
Grozeva Detelina
Hamshere Marian L
Holmans Peter A
Jones Ian R
Kirov George
Moskvina Valentina
Nikolov Ivan
O'Donovan Michael C
Owen Michael J
Craddock Nick
Collier David A
Elkin Amanda
Farmer Anne
Williamson Richard
McGuffin Peter
Young Allan H
Ferrier I Nicol
Ball Stephen G
Balmforth Anthony J
Barrett Jennifer H
Bishop D Timothy
Iles Mark M
Maqbool Azhar
Yuldasheva Nadira
Hall Alistair S
Braund Peter S
Burton Paul R
Dixon Richard J
Mangino Massimo
Stevens Suzanne
Tobin Martin D
Thompson John R
Samani Nilesh J
Bredin Francesca
Tremelling Mark
Parkes Miles
Drummond Hazel
Lees Charles W
Nimmo Elaine R
Satsangi Jack
Fisher Sheila A
Forbes Alastair
Lewis Cathryn M
Onnie Clive M
Prescott Natalie J
Sanderson Jeremy
Mathew Christopher G
Barbour Jamie
Mohiuddin M Khalid
Todhunter Catherine E
Mansfield John C
Ahmad Tariq
Cummings Fraser R
Jewell Derek P
Webster John
Brown Morris J
Clayton David G
Lathrop G Mark
Connell John
Dominiczak Anna
Samani Nilesh J
Marcano Carolina A Braga
Burke Beverley
Dobson Richard
Gungadoo Johannie
Lee Kate L
Munroe Patricia B
Newhouse Stephen J
Onipinla Abiodun
Wallace Chris
Xue Mingzhan
Caulfield Mark
Farrall Martin
Barton Anne
Bruce Ian N
Donovan Hannah
Eyre Steve
Gilbert Paul D
Hider Samantha L
Hinks Anne M
John Sally L
Potter Catherine
Silman Alan J
Symmons Deborah P M
Thomson Wendy
Worthington Jane
Clayton David G
Dunger David B
Nutland Sarah
Stevens Helen E
Walker Neil M
Widmer Barry
Todd John A
Frayling Timothy M
Freathy Rachel M
Lango Hana
Perry John R B
Shields Beverley M
Weedon Michael N
Hattersley Andrew T
Hitman Graham A
Walker Mark
Elliott Kate S
Groves Christopher J
Lindgren Cecilia M
Rayner Nigel W
Timpson Nicholas J
Zeggini Eleftheria
McCarthy Mark I
Newport Melanie
Sirugo Giorgio
Lyons Emily
Vannberg Fredrik
Hill Adrian V S
Bradbury Linda A
Farrar Claire
Pointon Jennifer J
Wordsworth Paul
Brown Matthew A
Franklyn Jayne A
Heward Joanne M
Simmonds Matthew J
Gough Stephen C L
Seal Sheila
Stratton Michael R
Rahman Nazneen
Ban Maria
Goris An
Sawcer Stephen J
Compston Alastair
Conway David
Jallow Muminatou
Newport Melanie
Sirugo Giorgio
Rockett Kirk A
Kwiatkowski Dominic P
Bumpstead Suzannah J
Chaney Amy
Downes Kate
Ghori Mohammed J R
Gwilliam Rhian
Hunt Sarah E
Inouye Michael
Keniry Andrew
King Emma
McGinnis Ralph
Potter Simon
Ravindrarajah Rathi
Whittaker Pamela
Widden Claire
Withers David
Deloukas Panos
Leung Hin-Tak
Nutland Sarah
Stevens Helen E
Walker Neil M
Todd John A
Easton Doug
Clayton David G
Burton Paul R
Tobin Martin D
Barrett Jeffrey C
Evans David M
Morris Andrew P
Cardon Lon R
Cardin Niall J
Davison Dan
Ferreira Teresa
Pereira-Gale Joanne
Hallgrimsdóttir Ingeleif B
Howie Bryan N
Marchini Jonathan L
Spencer Chris C A
Su Zhan
Teo Yik Ying
Vukcevic Damjan
Donnelly Peter
Bentley David
Brown Matthew A
Cardon Lon R
Caulfield Mark
Clayton David G
Compston Alistair
Craddock Nick
Deloukas Panos
Donnelly Peter
Farrall Martin
Gough Stephen C L
Hall Alistair S
Hattersley Andrew T
Hill Adrian V S
Kwiatkowski Dominic P
Mathew Christopher G
McCarthy Mark I
Ouwehand Willem H
Parkes Miles
Pembrey Marcus
Rahman Nazneen
Samani Nilesh J
Stratton Michael R
Todd John A
Worthington Jane
References (29)
29 references, click to expand
  1. Family-based association tests for genomewide association scans.
    Am J Hum Genet. 2007 Nov;81(5):913-26 PMID: 17924335
  2. Genome-wide association study identifies a second prostate cancer susceptibility variant at 8q24.
    Nat Genet. 2007 May;39(5):631-7 PMID: 17401366
  3. Clinical spectrum of obesity and mutations in the melanocortin 4 receptor gene.
    N Engl J Med. 2003 Mar 20;348(12):1085-95 PMID: 12646665
  4. A frameshift mutation in human MC4R is associated with a dominant form of obesity.
    Nat Genet. 1998 Oct;20(2):113-4 PMID: 9771699
  5. A genome-wide association study of global gene expression.
    Nat Genet. 2007 Oct;39(10):1202-7 PMID: 17873877
  6. Obesity and impaired prohormone processing associated with mutations in the human prohormone convertase 1 gene.
    Nat Genet. 1997 Jul;16(3):303-6 PMID: 9207799
  7. Severe early-onset obesity, adrenal insufficiency and red hair pigmentation caused by POMC mutations in humans.
    Nat Genet. 1998 Jun;19(2):155-7 PMID: 9620771
  8. A survey of genetic human cortical gene expression.
    Nat Genet. 2007 Dec;39(12):1494-9 PMID: 17982457
  9. Replication of genome-wide association signals in UK samples reveals risk loci for type 2 diabetes.
    Science. 2007 Jun 1;316(5829):1336-41 PMID: 17463249
  10. Genome-wide association scan shows genetic variants in the FTO gene are associated with obesity-related traits.
    PLoS Genet. 2007 Jul;3(7):e115 PMID: 17658951
  11. Melanocortin-4 receptor gene variant I103 is negatively associated with obesity.
    Am J Hum Genet. 2004 Mar;74(3):572-81 PMID: 14973783
  12. [Health examination survey of the Lausanne population: first results of the CoLaus study].
    Rev Med Suisse. 2006 Nov 8;2(86):2528-30, 2532-3 PMID: 17168040
  13. The V103I polymorphism of the MC4R gene and obesity: population based studies and meta-analysis of 29 563 individuals.
    Int J Obes (Lond). 2007 Sep;31(9):1437-41 PMID: 17356525
  14. A common variant in the FTO gene is associated with body mass index and predisposes to childhood and adult obesity.
    Science. 2007 May 11;316(5826):889-94 PMID: 17434869
  15. EPIC-Norfolk: study design and characteristics of the cohort. European Prospective Investigation of Cancer.
    Br J Cancer. 1999 Jul;80 Suppl 1:95-103 PMID: 10466767
  16. A genome-wide association study of type 2 diabetes in Finns detects multiple susceptibility variants.
    Science. 2007 Jun 1;316(5829):1341-5 PMID: 17463248
  17. Dominant and recessive inheritance of morbid obesity associated with melanocortin 4 receptor deficiency.
    J Clin Invest. 2000 Jul;106(2):271-9 PMID: 10903343
  18. Targeted disruption of the melanocortin-4 receptor results in obesity in mice.
    Cell. 1997 Jan 10;88(1):131-41 PMID: 9019399
  19. Non-synonymous polymorphisms in melanocortin-4 receptor protect against obesity: the two facets of a Janus obesity gene.
    Hum Mol Genet. 2007 Aug 1;16(15):1837-44 PMID: 17519222
  20. Genome-wide association analysis identifies loci for type 2 diabetes and triglyceride levels.
    Science. 2007 Jun 1;316(5829):1331-6 PMID: 17463246
  21. Population genomics of human gene expression.
    Nat Genet. 2007 Oct;39(10):1217-24 PMID: 17873874
  22. BH3-only protein Noxa is a mediator of hypoxic cell death induced by hypoxia-inducible factor 1alpha.
    J Exp Med. 2004 Jan 5;199(1):113-24 PMID: 14699081
  23. Genome-wide association study of 14,000 cases of seven common diseases and 3,000 shared controls.
    Nature. 2007 Jun 7;447(7145):661-78 PMID: 17554300
  24. Discovery of expression QTLs using large-scale transcriptional profiling in human lymphocytes.
    Nat Genet. 2007 Oct;39(10):1208-16 PMID: 17873875
  25. Congenital leptin deficiency is associated with severe early-onset obesity in humans.
    Nature. 1997 Jun 26;387(6636):903-8 PMID: 9202122
  26. Variation in FTO contributes to childhood obesity and severe adult obesity.
    Nat Genet. 2007 Jun;39(6):724-6 PMID: 17496892
  27. A mutation in the human leptin receptor gene causes obesity and pituitary dysfunction.
    Nature. 1998 Mar 26;392(6674):398-401 PMID: 9537324
  28. A new multipoint method for genome-wide association studies by imputation of genotypes.
    Nat Genet. 2007 Jul;39(7):906-13 PMID: 17572673
  29. A frameshift mutation in MC4R associated with dominantly inherited human obesity.
    Nat Genet. 1998 Oct;20(2):111-2 PMID: 9771698
Article Info
Journal
Nature genetics
Abbr.
Nat Genet
ISSN
1546-1718
Published
2008-06-00
Epub
2008-00-04
Pages
768-75
Language
English
Region
United States
NLM ID
9216904
PMCID
PMC2669167
Subset
IM
Grants
Medical Research Council · G9521010 · United Kingdom
NIDDK NIH HHS · K23 DK080145 · United States
Medical Research Council · G0600331 · United Kingdom
Medical Research Council · G0000934 · United Kingdom
British Heart Foundation · United Kingdom
NIDDK NIH HHS · K23 DK080145-01 · United States
NIDDK NIH HHS · R01 DK072193 · United States
Medical Research Council · MC_U105161047 · United Kingdom
Medical Research Council · MC_U105630924 · United Kingdom
NIDDK NIH HHS · F32 DK079466 · United States
Medical Research Council · MC_UP_A620_1014 · United Kingdom
Medical Research Council · MC_U106179472 · United Kingdom
Medical Research Council · G0401527 · United Kingdom
Wellcome Trust · 090532 · United Kingdom
Medical Research Council · G0000934(68341) · United Kingdom
Medical Research Council · G9824984 · United Kingdom
Medical Research Council · G9828345 · United Kingdom
Medical Research Council · MC_U147585824 · United Kingdom
Cancer Research UK · United Kingdom
NIDDK NIH HHS · P30 DK040561-13 · United States
Medical Research Council · G9521010(63660) · United Kingdom
NIDDK NIH HHS · P30 DK040561 · United States
Medical Research Council · G0400874 · United Kingdom
Wellcome Trust · 079557 · United Kingdom
Medical Research Council · G0600705 · United Kingdom
Wellcome Trust · 084713 · United Kingdom
Department of Health · DHCS/07/07/008 · United Kingdom
Wellcome Trust · 077016 · United Kingdom
NIDDK NIH HHS · F32 DK079466-01 · United States
Wellcome Trust · 076113 · United Kingdom
Medical Research Council · G0701863 · United Kingdom
Wellcome Trust · 068545 · United Kingdom
Medical Research Council · MC_QA137934 · United Kingdom
Medical Research Council · U.1475.00.002.00001.01 (85824) · United Kingdom
Medical Research Council · MC_U106188470 · United Kingdom
Medical Research Council · G0601261 · United Kingdom
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