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  • 1
    Publication Date: 2012-09-18
    Description: There is evidence across several species for genetic control of phenotypic variation of complex traits, such that the variance among phenotypes is genotype dependent. Understanding genetic control of variability is important in evolutionary biology, agricultural selection programmes and human medicine, yet for complex traits, no individual genetic variants associated with variance, as opposed to the mean, have been identified. Here we perform a meta-analysis of genome-wide association studies of phenotypic variation using approximately 170,000 samples on height and body mass index (BMI) in human populations. We report evidence that the single nucleotide polymorphism (SNP) rs7202116 at the FTO gene locus, which is known to be associated with obesity (as measured by mean BMI for each rs7202116 genotype), is also associated with phenotypic variability. We show that the results are not due to scale effects or other artefacts, and find no other experiment-wise significant evidence for effects on variability, either at loci other than FTO for BMI or at any locus for height. The difference in variance for BMI among individuals with opposite homozygous genotypes at the FTO locus is approximately 7%, corresponding to a difference of approximately 0.5 kilograms in the standard deviation of weight. Our results indicate that genetic variants can be discovered that are associated with variability, and that between-person variability in obesity can partly be explained by the genotype at the FTO locus. The results are consistent with reported FTO by environment interactions for BMI, possibly mediated by DNA methylation. Our BMI results for other SNPs and our height results for all SNPs suggest that most genetic variants, including those that influence mean height or mean BMI, are not associated with phenotypic variance, or that their effects on variability are too small to detect even with samples sizes greater than 100,000.〈br /〉〈br /〉〈a href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3564953/" target="_blank"〉〈img src="https://static.pubmed.gov/portal/portal3rc.fcgi/4089621/img/3977009" border="0"〉〈/a〉   〈a href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3564953/" target="_blank"〉This paper as free author manuscript - peer-reviewed and accepted for publication〈/a〉〈br /〉〈br /〉〈span class="detail_caption"〉Notes: 〈/span〉Yang, Jian -- Loos, Ruth J F -- Powell, Joseph E -- Medland, Sarah E -- Speliotes, Elizabeth K -- Chasman, Daniel I -- Rose, Lynda M -- Thorleifsson, Gudmar -- Steinthorsdottir, Valgerdur -- Magi, Reedik -- Waite, Lindsay -- Smith, Albert Vernon -- Yerges-Armstrong, Laura M -- Monda, Keri L -- Hadley, David -- Mahajan, Anubha -- Li, Guo -- Kapur, Karen -- Vitart, Veronique -- Huffman, Jennifer E -- Wang, Sophie R -- Palmer, Cameron -- Esko, Tonu -- Fischer, Krista -- Zhao, Jing Hua -- Demirkan, Ayse -- Isaacs, Aaron -- Feitosa, Mary F -- Luan, Jian'an -- Heard-Costa, Nancy L -- White, Charles -- Jackson, Anne U -- Preuss, Michael -- Ziegler, Andreas -- Eriksson, Joel -- Kutalik, Zoltan -- Frau, Francesca -- Nolte, Ilja M -- Van Vliet-Ostaptchouk, Jana V -- Hottenga, Jouke-Jan -- Jacobs, Kevin B -- Verweij, Niek -- Goel, Anuj -- Medina-Gomez, Carolina -- Estrada, Karol -- Bragg-Gresham, Jennifer Lynn -- Sanna, Serena -- Sidore, Carlo -- Tyrer, Jonathan -- Teumer, Alexander -- Prokopenko, Inga -- Mangino, Massimo -- Lindgren, Cecilia M -- Assimes, Themistocles L -- Shuldiner, Alan R -- Hui, Jennie -- Beilby, John P -- McArdle, Wendy L -- Hall, Per -- Haritunians, Talin -- Zgaga, Lina -- Kolcic, Ivana -- Polasek, Ozren -- Zemunik, Tatijana -- Oostra, Ben A -- Junttila, M Juhani -- Gronberg, Henrik -- Schreiber, Stefan -- Peters, Annette -- Hicks, Andrew A -- Stephens, Jonathan -- Foad, Nicola S -- Laitinen, Jaana -- Pouta, Anneli -- Kaakinen, Marika -- Willemsen, Gonneke -- Vink, Jacqueline M -- Wild, Sarah H -- Navis, Gerjan -- Asselbergs, Folkert W -- Homuth, Georg -- John, Ulrich -- Iribarren, Carlos -- Harris, Tamara -- Launer, Lenore -- Gudnason, Vilmundur -- O'Connell, Jeffrey R -- Boerwinkle, Eric -- Cadby, Gemma -- Palmer, Lyle J -- James, Alan L -- Musk, Arthur W -- Ingelsson, Erik -- Psaty, Bruce M -- Beckmann, Jacques S -- Waeber, Gerard -- Vollenweider, Peter -- Hayward, Caroline -- Wright, Alan F -- Rudan, Igor -- Groop, Leif C -- Metspalu, Andres -- Khaw, Kay Tee -- van Duijn, Cornelia M -- Borecki, Ingrid B -- Province, Michael A -- Wareham, Nicholas J -- Tardif, Jean-Claude -- Huikuri, Heikki V -- Cupples, L Adrienne -- Atwood, Larry D -- Fox, Caroline S -- Boehnke, Michael -- Collins, Francis S -- Mohlke, Karen L -- Erdmann, Jeanette -- Schunkert, Heribert -- Hengstenberg, Christian -- Stark, Klaus -- Lorentzon, Mattias -- Ohlsson, Claes -- Cusi, Daniele -- Staessen, Jan A -- Van der Klauw, Melanie M -- Pramstaller, Peter P -- Kathiresan, Sekar -- Jolley, Jennifer D -- Ripatti, Samuli -- Jarvelin, Marjo-Riitta -- de Geus, Eco J C -- Boomsma, Dorret I -- Penninx, Brenda -- Wilson, James F -- Campbell, Harry -- Chanock, Stephen J -- van der Harst, Pim -- Hamsten, Anders -- Watkins, Hugh -- Hofman, Albert -- Witteman, Jacqueline C -- Zillikens, M Carola -- Uitterlinden, Andre G -- Rivadeneira, Fernando -- Kiemeney, Lambertus A -- Vermeulen, Sita H -- Abecasis, Goncalo R -- Schlessinger, David -- Schipf, Sabine -- Stumvoll, Michael -- Tonjes, Anke -- Spector, Tim D -- North, Kari E -- Lettre, Guillaume -- McCarthy, Mark I -- Berndt, Sonja I -- Heath, Andrew C -- Madden, Pamela A F -- Nyholt, Dale R -- Montgomery, Grant W -- Martin, Nicholas G -- McKnight, Barbara -- Strachan, David P -- Hill, William G -- Snieder, Harold -- Ridker, Paul M -- Thorsteinsdottir, Unnur -- Stefansson, Kari -- Frayling, Timothy M -- Hirschhorn, Joel N -- Goddard, Michael E -- Visscher, Peter M -- 090532/Wellcome Trust/United Kingdom -- 14136/Cancer Research UK/United Kingdom -- AA014041/AA/NIAAA NIH HHS/ -- AA07535/AA/NIAAA NIH HHS/ -- AA10248/AA/NIAAA NIH HHS/ -- AA13320/AA/NIAAA NIH HHS/ -- AA13321/AA/NIAAA NIH HHS/ -- AA13326/AA/NIAAA NIH HHS/ -- CZB/4/710/Chief Scientist Office/United Kingdom -- DA12854/DA/NIDA NIH HHS/ -- F32 AR059469/AR/NIAMS NIH HHS/ -- F32 DK079466/DK/NIDDK NIH HHS/ -- G0601261/Medical Research Council/United Kingdom -- G1000143/Medical Research Council/United Kingdom -- GM057091/GM/NIGMS NIH HHS/ -- HHSN268201100005C/HL/NHLBI NIH HHS/ -- HHSN268201100006C/HL/NHLBI NIH HHS/ -- HHSN268201100007C/HL/NHLBI NIH HHS/ -- HHSN268201100008C/HL/NHLBI NIH HHS/ -- HHSN268201100009C/HL/NHLBI NIH HHS/ -- HHSN268201100010C/HL/NHLBI NIH HHS/ -- HHSN268201100011C/HL/NHLBI NIH HHS/ -- HHSN268201100012C/HL/NHLBI NIH HHS/ -- K05 AA017688/AA/NIAAA NIH HHS/ -- K23 DK080145/DK/NIDDK NIH HHS/ -- MC_PC_U127561128/Medical Research Council/United Kingdom -- MC_U106179471/Medical Research Council/United Kingdom -- MC_U127561128/Medical Research Council/United Kingdom -- N01 AG012100/AG/NIA NIH HHS/ -- N01 HC015103/HC/NHLBI NIH HHS/ -- N01 HC025195/HC/NHLBI NIH HHS/ -- N01 HC035129/HC/NHLBI NIH HHS/ -- N01 HC045133/HC/NHLBI NIH HHS/ -- N01 HC055222/HC/NHLBI NIH HHS/ -- N01 HC075150/HC/NHLBI NIH HHS/ -- N01 HC085079/HC/NHLBI NIH HHS/ -- N01 HG065403/HG/NHGRI NIH HHS/ -- N01HC85086/HL/NHLBI NIH HHS/ -- N02 HL64278/HL/NHLBI NIH HHS/ -- P30 DK063491/DK/NIDDK NIH HHS/ -- P30 DK072488/DK/NIDDK NIH HHS/ -- R01 AA007535/AA/NIAAA NIH HHS/ -- R01 AA013320/AA/NIAAA NIH HHS/ -- R01 AA013321/AA/NIAAA NIH HHS/ -- R01 AA013326/AA/NIAAA NIH HHS/ -- R01 AA014041/AA/NIAAA NIH HHS/ -- R01 AG015928/AG/NIA NIH HHS/ -- R01 AG020098/AG/NIA NIH HHS/ -- R01 AG023629/AG/NIA NIH HHS/ -- R01 AG027058/AG/NIA NIH HHS/ -- R01 DA012854/DA/NIDA NIH HHS/ -- R01 DK062370/DK/NIDDK NIH HHS/ -- R01 DK072193/DK/NIDDK NIH HHS/ -- R01 DK073490/DK/NIDDK NIH HHS/ -- R01 DK075681/DK/NIDDK NIH HHS/ -- R01 DK075787/DK/NIDDK NIH HHS/ -- R01 HG002651/HG/NHGRI NIH HHS/ -- R01 HL043851/HL/NHLBI NIH HHS/ -- R01 HL059367/HL/NHLBI NIH HHS/ -- R01 HL075366/HL/NHLBI NIH HHS/ -- R01 HL080295/HL/NHLBI NIH HHS/ -- R01 HL086694/HL/NHLBI NIH HHS/ -- R01 HL087641/HL/NHLBI NIH HHS/ -- R01 HL087647/HL/NHLBI NIH HHS/ -- R01 HL087652/HL/NHLBI NIH HHS/ -- R01 HL087676/HL/NHLBI NIH HHS/ -- R01 HL087679/HL/NHLBI NIH HHS/ -- R01 HL105756/HL/NHLBI NIH HHS/ -- R01 LM010098/LM/NLM NIH HHS/ -- R01 MH063706/MH/NIMH NIH HHS/ -- RL1 MH083268/MH/NIMH NIH HHS/ -- U01 DK062418/DK/NIDDK NIH HHS/ -- U01 HG004402/HG/NHGRI NIH HHS/ -- U01 HL054527/HL/NHLBI NIH HHS/ -- U01 HL069757/HL/NHLBI NIH HHS/ -- U01 HL072515/HL/NHLBI NIH HHS/ -- U01 HL084729/HL/NHLBI NIH HHS/ -- U01 HL084756/HL/NHLBI NIH HHS/ -- U54 RR020278/RR/NCRR NIH HHS/ -- UL1 RR033176/RR/NCRR NIH HHS/ -- Z01 HG000024-14/Intramural NIH HHS/ -- England -- Nature. 2012 Oct 11;490(7419):267-72. doi: 10.1038/nature11401. Epub 2012 Sep 16.〈br /〉〈span class="detail_caption"〉Author address: 〈/span〉University of Queensland Diamantina Institute, The University of Queensland, Princess Alexandra Hospital, Brisbane, Queensland 4102, Australia.〈br /〉〈span class="detail_caption"〉Record origin:〈/span〉 〈a href="http://www.ncbi.nlm.nih.gov/pubmed/22982992" target="_blank"〉PubMed〈/a〉
    Keywords: Body Height/genetics ; *Body Mass Index ; Co-Repressor Proteins ; Female ; *Genetic Variation ; Genome-Wide Association Study ; Humans ; Male ; Nerve Tissue Proteins/genetics ; *Phenotype ; Polymorphism, Single Nucleotide ; Proteins/*genetics ; Repressor Proteins/genetics
    Print ISSN: 0028-0836
    Electronic ISSN: 1476-4687
    Topics: Biology , Chemistry and Pharmacology , Medicine , Natural Sciences in General , Physics
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  • 2
    Publication Date: 2011-09-02
    Description: Both obesity and being underweight have been associated with increased mortality. Underweight, defined as a body mass index (BMI) 〈/= 18.5 kg per m(2) in adults and 〈/= -2 standard deviations from the mean in children, is the main sign of a series of heterogeneous clinical conditions including failure to thrive, feeding and eating disorder and/or anorexia nervosa. In contrast to obesity, few genetic variants underlying these clinical conditions have been reported. We previously showed that hemizygosity of a approximately 600-kilobase (kb) region on the short arm of chromosome 16 causes a highly penetrant form of obesity that is often associated with hyperphagia and intellectual disabilities. Here we show that the corresponding reciprocal duplication is associated with being underweight. We identified 138 duplication carriers (including 132 novel cases and 108 unrelated carriers) from individuals clinically referred for developmental or intellectual disabilities (DD/ID) or psychiatric disorders, or recruited from population-based cohorts. These carriers show significantly reduced postnatal weight and BMI. Half of the boys younger than five years are underweight with a probable diagnosis of failure to thrive, whereas adult duplication carriers have an 8.3-fold increased risk of being clinically underweight. We observe a trend towards increased severity in males, as well as a depletion of male carriers among non-medically ascertained cases. These features are associated with an unusually high frequency of selective and restrictive eating behaviours and a significant reduction in head circumference. Each of the observed phenotypes is the converse of one reported in carriers of deletions at this locus. The phenotypes correlate with changes in transcript levels for genes mapping within the duplication but not in flanking regions. The reciprocal impact of these 16p11.2 copy-number variants indicates that severe obesity and being underweight could have mirror aetiologies, possibly through contrasting effects on energy balance.〈br /〉〈br /〉〈a href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3637175/" target="_blank"〉〈img src="https://static.pubmed.gov/portal/portal3rc.fcgi/4089621/img/3977009" border="0"〉〈/a〉   〈a href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3637175/" target="_blank"〉This paper as free author manuscript - peer-reviewed and accepted for publication〈/a〉〈br /〉〈br /〉〈span class="detail_caption"〉Notes: 〈/span〉Jacquemont, Sebastien -- Reymond, Alexandre -- Zufferey, Flore -- Harewood, Louise -- Walters, Robin G -- Kutalik, Zoltan -- Martinet, Danielle -- Shen, Yiping -- Valsesia, Armand -- Beckmann, Noam D -- Thorleifsson, Gudmar -- Belfiore, Marco -- Bouquillon, Sonia -- Campion, Dominique -- de Leeuw, Nicole -- de Vries, Bert B A -- Esko, Tonu -- Fernandez, Bridget A -- Fernandez-Aranda, Fernando -- Fernandez-Real, Jose Manuel -- Gratacos, Monica -- Guilmatre, Audrey -- Hoyer, Juliane -- Jarvelin, Marjo-Riitta -- Kooy, R Frank -- Kurg, Ants -- Le Caignec, Cedric -- Mannik, Katrin -- Platt, Orah S -- Sanlaville, Damien -- Van Haelst, Mieke M -- Villatoro Gomez, Sergi -- Walha, Faida -- Wu, Bai-Lin -- Yu, Yongguo -- Aboura, Azzedine -- Addor, Marie-Claude -- Alembik, Yves -- Antonarakis, Stylianos E -- Arveiler, Benoit -- Barth, Magalie -- Bednarek, Nathalie -- Bena, Frederique -- Bergmann, Sven -- Beri, Mylene -- Bernardini, Laura -- Blaumeiser, Bettina -- Bonneau, Dominique -- Bottani, Armand -- Boute, Odile -- Brunner, Han G -- Cailley, Dorothee -- Callier, Patrick -- Chiesa, Jean -- Chrast, Jacqueline -- Coin, Lachlan -- Coutton, Charles -- Cuisset, Jean-Marie -- Cuvellier, Jean-Christophe -- David, Albert -- de Freminville, Benedicte -- Delobel, Bruno -- Delrue, Marie-Ange -- Demeer, Benedicte -- Descamps, Dominique -- Didelot, Gerard -- Dieterich, Klaus -- Disciglio, Vittoria -- Doco-Fenzy, Martine -- Drunat, Severine -- Duban-Bedu, Benedicte -- Dubourg, Christele -- El-Sayed Moustafa, Julia S -- Elliott, Paul -- Faas, Brigitte H W -- Faivre, Laurence -- Faudet, Anne -- Fellmann, Florence -- Ferrarini, Alessandra -- Fisher, Richard -- Flori, Elisabeth -- Forer, Lukas -- Gaillard, Dominique -- Gerard, Marion -- Gieger, Christian -- Gimelli, Stefania -- Gimelli, Giorgio -- Grabe, Hans J -- Guichet, Agnes -- Guillin, Olivier -- Hartikainen, Anna-Liisa -- Heron, Delphine -- Hippolyte, Loyse -- Holder, Muriel -- Homuth, Georg -- Isidor, Bertrand -- Jaillard, Sylvie -- Jaros, Zdenek -- Jimenez-Murcia, Susana -- Helas, Geraldine Joly -- Jonveaux, Philippe -- Kaksonen, Satu -- Keren, Boris -- Kloss-Brandstatter, Anita -- Knoers, Nine V A M -- Koolen, David A -- Kroisel, Peter M -- Kronenberg, Florian -- Labalme, Audrey -- Landais, Emilie -- Lapi, Elisabetta -- Layet, Valerie -- Legallic, Solenn -- Leheup, Bruno -- Leube, Barbara -- Lewis, Suzanne -- Lucas, Josette -- MacDermot, Kay D -- Magnusson, Pall -- Marshall, Christian -- Mathieu-Dramard, Michele -- McCarthy, Mark I -- Meitinger, Thomas -- Mencarelli, Maria Antonietta -- Merla, Giuseppe -- Moerman, Alexandre -- Mooser, Vincent -- Morice-Picard, Fanny -- Mucciolo, Mafalda -- Nauck, Matthias -- Ndiaye, Ndeye Coumba -- Nordgren, Ann -- Pasquier, Laurent -- Petit, Florence -- Pfundt, Rolph -- Plessis, Ghislaine -- Rajcan-Separovic, Evica -- Ramelli, Gian Paolo -- Rauch, Anita -- Ravazzolo, Roberto -- Reis, Andre -- Renieri, Alessandra -- Richart, Cristobal -- Ried, Janina S -- Rieubland, Claudine -- Roberts, Wendy -- Roetzer, Katharina M -- Rooryck, Caroline -- Rossi, Massimiliano -- Saemundsen, Evald -- Satre, Veronique -- Schurmann, Claudia -- Sigurdsson, Engilbert -- Stavropoulos, Dimitri J -- Stefansson, Hreinn -- Tengstrom, Carola -- Thorsteinsdottir, Unnur -- Tinahones, Francisco J -- Touraine, Renaud -- Vallee, Louis -- van Binsbergen, Ellen -- Van der Aa, Nathalie -- Vincent-Delorme, Catherine -- Visvikis-Siest, Sophie -- Vollenweider, Peter -- Volzke, Henry -- Vulto-van Silfhout, Anneke T -- Waeber, Gerard -- Wallgren-Pettersson, Carina -- Witwicki, Robert M -- Zwolinksi, Simon -- Andrieux, Joris -- Estivill, Xavier -- Gusella, James F -- Gustafsson, Omar -- Metspalu, Andres -- Scherer, Stephen W -- Stefansson, Kari -- Blakemore, Alexandra I F -- Beckmann, Jacques S -- Froguel, Philippe -- 090532/Wellcome Trust/United Kingdom -- 1RL1MH083268-01/MH/NIMH NIH HHS/ -- 5R01HL087679-02/HL/NHLBI NIH HHS/ -- 5R01MH63706:02/MH/NIMH NIH HHS/ -- AS2173/Autism Speaks/ -- G0500539/Medical Research Council/United Kingdom -- G0600705/Medical Research Council/United Kingdom -- G0801056/Medical Research Council/United Kingdom -- GM061354/GM/NIGMS NIH HHS/ -- MH071425/MH/NIMH NIH HHS/ -- MOP 74502/Canadian Institutes of Health Research/Canada -- Wellcome Trust/United Kingdom -- England -- Nature. 2011 Aug 31;478(7367):97-102. doi: 10.1038/nature10406.〈br /〉〈span class="detail_caption"〉Author address: 〈/span〉Service of Medical Genetics, Centre Hospitalier Universitaire Vaudois, 1011 Lausanne, Switzerland.〈br /〉〈span class="detail_caption"〉Record origin:〈/span〉 〈a href="http://www.ncbi.nlm.nih.gov/pubmed/21881559" target="_blank"〉PubMed〈/a〉
    Keywords: Adolescent ; Adult ; Aged ; Aging ; Body Height/genetics ; *Body Mass Index ; Case-Control Studies ; Child ; Child, Preschool ; Chromosomes, Human, Pair 16/*genetics ; Cohort Studies ; Comparative Genomic Hybridization ; Developmental Disabilities/genetics ; Energy Metabolism/genetics ; Europe ; Female ; Gene Dosage/*genetics ; Gene Duplication/genetics ; Gene Expression Profiling ; Genetic Predisposition to Disease/genetics ; Genome-Wide Association Study ; Head/anatomy & histology ; Heterozygote ; Humans ; Infant ; Infant, Newborn ; Male ; Mental Disorders/genetics ; Middle Aged ; Mutation/genetics ; North America ; Obesity/*genetics ; *Phenotype ; RNA, Messenger/analysis/genetics ; Sequence Deletion/genetics ; Thinness/*genetics ; Transcription, Genetic ; Young Adult
    Print ISSN: 0028-0836
    Electronic ISSN: 1476-4687
    Topics: Biology , Chemistry and Pharmacology , Medicine , Natural Sciences in General , Physics
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