Large copy-number variations are enriched in cases with moderate to extreme obesity.
- Authors
- Wang, Kai; Li, Wei-Dong; Glessner, Joseph T; Grant, Struan F A; Hakonarson, Hakon; Price, R Arlen
- Year
- 2010
- Journal
- Diabetes
- PMID
- 20622171
- DOI
- 10.2337/db10-0192
- PMCID
- PMC3279563
OBJECTIVE: Obesity is an increasingly common disorder that predisposes to several medical conditions, including type 2 diabetes. We investigated whether large and rare copy-number variations (CNVs) differentiate moderate to extreme obesity from never-overweight control subjects. RESEARCH DESIGN AND METHODS: Using single nucleotide polymorphism (SNP) arrays, we performed a genome-wide CNV survey on 430 obese case subjects (BMI >35 kg/m(2)) and 379 never-overweight control subjects (BMI <25 kg/m(2)). All subjects were of European ancestry and were genotyped on the Illumina HumanHap550 arrays with βΌ550,000 SNP markers. The CNV calls were generated by PennCNV software. RESULTS: CNVs >1 Mb were found to be overrepresented in case versus control subjects (odds ratio [OR] = 1.5 [95% CI 0.5-5]), and CNVs >2 Mb were present in 1.3% of the case subjects but were absent in control subjects (OR = infinity [95% CI 1.2-infinity]). When focusing on rare deletions that disrupt genes, even more pronounced effect sizes are observed (OR = 2.7 [95% CI 0.5-27.1] for CNVs >1 Mb). Interestingly, obese case subjects who carry these large CNVs have moderately high BMI and do not appear to be extreme cases. Several CNVs disrupt known candidate genes for obesity, such as a 3.3-Mb deletion disrupting NAP1L5 and a 2.1-Mb deletion disrupting UCP1 and IL15. CONCLUSIONS: Our results suggest that large CNVs, especially rare deletions, confer risk of obesity in patients with moderate obesity and that genes impacted by large CNVs represent intriguing candidates for obesity that warrant further study.
Candidate genes impacted by large CNVs unique to obese case subjects. A: CNV on chromosome 4 is a 3.3-Mb deletion that disrupts the imprinted gene NAP1L5, which has been shown to affect birth and adult body weight. B: CNV on chromosome 4 is a 2.1-Mb deletion of a region containing two candidate genes, UCP1 and IL15. For each CNV, the corresponding log R ratio and B allele frequency for all markers (as blue dots) were shown. Deletions are verified by decreased log R ratio and the lack of heterozygous SNPs in B allele frequency values.
| Name | Type |
|---|---|
| 10q11 CNV local | variant |
| 16p11.2 deletion | variant |
| 16p11.2 duplication | variant |
| 4q22.1 deletion local | variant |
| 4q31 deletion (2.1-Mb) local | variant |
| BMI | phenotype |
| BMI β₯70 kg/m2 local | phenotype |
| body mass index | phenotype |
| body weight | phenotype |
| candidate genes | cohort |
| case subjects | cohort |
| cCNVR local | variant |
| childhood obesity | phenotype |
| Chinese | cohort |
| CNV | variant |
| CNV >1 Mb local | variant |
| CNV >2 Mb local | variant |
| CNVs | variant |
| common CNV local | variant |
| common susceptibility variants local | variant |
| common variants | cohort |
| complex diseases | phenotype |
| control subjects | cohort |
| CTSC local | gene |
| Dlg2 | gene |
| European ancestry | cohort |
| exonic CNV local | variant |
| Extremely obese case subjects local | cohort |
| FTO | gene |
| gene-disrupting CNV local | variant |
| GPRIN2 local | gene |
| GWAS | cohort |
| high-fat diet | drug |
| IL15 local | gene |
| Illumina SNP arrays local | drug |
| Kirov et al. study local | cohort |
| large and rare gene-disrupting deletion CNVs local | variant |
| large CNV | variant |
| large CNVs | variant |
| MC4R | gene |
| ME3 local | gene |
| MIPEP local | gene |
| Moderate obesity case subjects local | cohort |
| monogenic forms of complex disorders local | phenotype |
| NAP1L5 | gene |
| Need et al. study local | cohort |
| NOX4 local | gene |
| obesity | phenotype |
| obesity genes local | gene |
| our study | cohort |
| Parkinson's disease | phenotype |
| PPYR1 local | gene |
| rare CNV | variant |
| rare CNVs | variant |
| rare variant | cohort |
| schizophrenia | phenotype |
| SNCA | gene |
| UCP1 | gene |
No uploaded files.
| Citation | PMID | DOI | Status |
|---|---|---|---|
| BeecheyCV A reassessment of imprinting regions and phenotypes on mouse chromosome 6: Nap1l5 locates within the currently defined sub-proximal imprinting region. Cytogenet Genome Res 2004;107:108β1141530506410.1159/000079579 | β | β | β |
| BochukovaEGHuangNKeoghJHenningEPurmannCBlaszczykKSaeedSHamilton-ShieldJClayton-SmithJO'RahillySHurlesMEFarooqiIS Large, rare chromosomal deletions associated with severe early-onset obesity. Nature 200910.1038/nature08689PMC310888319966786 | β | β | β |
| DongCLiWDGellerFLeiLLiDGorlovaOYHebebrandJAmosCINichollsRDPriceRA Possible genomic imprinting of three human obesity-related genetic loci. Am J Hum Genet 2005;76:427β4371564799510.1086/428438PMC1196395 | β | β | β |
| FeukLCarsonARSchererSW Structural variation in the human genome. Nat Rev Genet 2006;7:85β971641874410.1038/nrg1767 | β | β | β |
| FlegalKMGraubardBIWilliamsonDFGailMH Excess deaths associated with underweight, overweight, and obesity. JAMA 2005;293:1861β18671584086010.1001/jama.293.15.1861 | β | β | β |
| FraylingTMTimpsonNJWeedonMNZegginiEFreathyRMLindgrenCMPerryJRElliottKSLangoHRaynerNWShieldsBHarriesLWBarrettJCEllardSGrovesCJKnightBPatchAMNessAREbrahimSLawlorDARingSMBen-ShlomoYJarvelinMRSovioUBennettAJMelzerDFerrucciLLoosRJBarrosoIWarehamNJKarpeFOwenKRCardonLRWalkerMHitmanGAPalmerCNDoneyASMorrisADSmithGDHattersleyATMcCarthyMI A common variant in the FTO gene is associated with body mass index and predisposes to childhood and adult obesity. Science 2007;316:889β8941743486910.1126/science.1141634PMC2646098 | β | β | β |
| International Schizophrenia Consortium: Rare chromosomal deletions and duplications increase risk of schizophrenia. Nature 2008;455:237β2411866803810.1038/nature07239PMC3912847 | β | β | β |
| KirovGGrozevaDNortonNIvanovDMantripragadaKKHolmansPCraddockNOwenMJO'DonovanMC Support for the involvement of large copy number variants in the pathogenesis of schizophrenia. Hum Mol Genet 2009;18:1497β15031918168110.1093/hmg/ddp043PMC2664144 | β | β | β |
| KozakLPAnunciado-KozaR UCP1: its involvement and utility in obesity. Int J Obes (Lond) 2008;32(Suppl. 7):S32βS381913698910.1038/ijo.2008.236PMC2746324 | β | β | β |
| LeeAKMojtahed-JaberiMKyriakouTAldecoa-Otalora AstarloaEArnoMMarshallNJBrainSDO'DellSD Effect of high-fat feeding on expression of genes controlling availability of dopamine in mouse hypothalamus. Nutrition 2010;26:411β4221981189410.1016/j.nut.2009.05.007PMC2839073 | β | β | β |
| LoosRJLindgrenCMLiSWheelerEZhaoJHProkopenkoIInouyeMFreathyRMAttwoodAPBeckmannJSBerndtSIJacobsKBChanockSJHayesRBBergmannSBennettAJBinghamSABochudMBrownMCauchiSConnellJMCooperCSmithGDDayIDinaCDeSDermitzakisETDoneyASElliottKSElliottPEvansDMSadaf FarooqiIFroguelPGhoriJGrovesCJGwilliamRHadleyDHallASHattersleyATHebebrandJHeidIMLaminaCGiegerCIlligTMeitingerTWichmannHEHerreraBHinneyAHuntSEJarvelinMRJohnsonTJolleyJDKarpeFKeniryAKhawKTLubenRNManginoMMarchiniJMcArdleWLMcGinnisRMeyreDMunroePBMorrisADNessARNevilleMJNicaACOngKKO'RahillySOwenKRPalmerCNPapadakisKPotterSPoutaAQiLRandallJCRaynerNWRingSMSandhuMSScheragASimsMASongKSoranzoNSpeliotesEKSyddallHETeichmannSATimpsonNJTobiasJHUdaMVogelCIWallaceCWaterworthDMWeedonMNWillerCJWraightYuanXZegginiEHirschhornJNStrachanDPOuwehandWHCaulfieldMJSamaniNJFraylingTMVollenweiderPWaeberGMooserVDeloukasPMcCarthyMIWarehamNJBarrosoIKraftPHankinsonSEHunterDJHuFBLyonHNVoightBFRidderstraleMGroopLScheetPSannaSAbecasisGRAlbaiGNagarajaRSchlessingerDJacksonAUTuomilehtoJCollinsFSBoehnkeMMohlkeKL Common variants near MC4R are associated with fat mass, weight and risk of obesity. Nat Genet 2008;40:768β7751845414810.1038/ng.140PMC2669167 | β | β | β |
| MalisCRasmussenELPoulsenPPetersenIChristensenKBeck-NielsenHAstrupAVaagAA Total and regional fat distribution is strongly influenced by genetic factors in young and elderly twins. Obes Res 2005;13:2139β21451642134810.1038/oby.2005.265 | β | β | β |
| NeedACGeDWealeMEMaiaJFengSHeinzenELShiannaKVYoonWKasperaviciuteDGennarelliMStrittmatterWJBonviciniCRossiGJayathilakeKColaPAMcEvoyJPKeefeRSFisherEMSt JeanPLGieglingIHartmannAMMollerHJRuppertAFraserGCrombieCMiddletonLTSt ClairDRosesADMugliaPFrancksCRujescuDMeltzerHYGoldsteinDB A genome-wide investigation of SNPs and CNVs in schizophrenia. PLoS Genet 2009;5:e10003731919736310.1371/journal.pgen.1000373PMC2631150 | β | β | β |
| PriceRALiWDZhaoH FTO gene SNPs associated with extreme obesity in cases, controls and extremely discordant sister pairs. BMC Med Genet 2008;9:41821810710.1186/1471-2350-9-4PMC2254593 | β | β | β |
| RheadBKarolchikDKuhnRMHinrichsASZweigASFujitaPADiekhansMSmithKERosenbloomKRRaneyBJPohlAPheasantMMeyerLRLearnedKHsuFHillman-JacksonJHarteRAGiardineBDreszerTRClawsonHBarberGPHausslerDKentWJ The UCSC Genome Browser database: update 2010. Nucleic Acid Res 2010;38:D613β6191990673710.1093/nar/gkp939PMC2808870 | β | β | β |
| ShaBYYangTLZhaoLJChenXDGuoYChenYPanFZhangZXDongSSXuXHDengHW Genome-wide association study suggested copy number variation may be associated with body mass index in the Chinese population. J Hum Genet 2009;54:199β2021922925310.1038/jhg.2009.10PMC2733232 | β | β | β |
| WalshTMcClellanJMMcCarthySEAddingtonAMPierceSBCooperGMNordASKusendaMMalhotraDBhandariAStraySMRippeyCFRoccanovaPMakarovVLakshmiBFindlingRLSikichLStrombergTMerrimanBGogtayNButlerPEckstrandKNooryLGochmanPLongRChenZDavisSBakerCEichlerEEMeltzerPSNelsonSFSingletonABLeeMKRapoportJLKingMCSebatJ Rare structural variants disrupt multiple genes in neurodevelopmental pathways in schizophrenia. Science 2008;320:539β5431836910310.1126/science.1155174 | β | β | β |
| WaltersRGJacquemontSValsesiaAde SmithAJMartinetDAnderssonJFalchiMChenFAndrieuxJLobbensSDelobelBStutzmannFEl-Sayed MoustafaJSChevreJCLecoeurCVatinVBouquillonSBuxtonJLBouteOHolder-EspinasseMCuissetJMLemaitreMPAmbresinAEBrioschiAGaillardMGiustiVFellmannFFerrariniAHadjikhaniNCampionDGuilmatreAGoldenbergACalmelsNMandelJLLe CaignecCDavidAIsidorBCordierMPDupuis-GirodSLabalmeASanlavilleDBeri-DexheimerMJonveauxPLeheupBOunapKBochukovaEGHenningEKeoghJEllisRJMacdermotKDvan HaelstMMVincent-DelormeCPlessisGTouraineRPhilippeAMalanVMathieu-DramardMChiesaJBlaumeiserBKooyRFCaiazzoRPigeyreMBalkauBSladekRBergmannSMooserVWaterworthDReymondAVollenweiderPWaeberGKurgAPaltaPEskoTMetspaluANelisMElliottPHartikainenALMcCarthyMIPeltonenLCarlssonLJacobsonPSjostromLHuangNHurlesMEO'RahillySFarooqiISMannikKJarvelinMRPattouFMeyreDWalleyAJCoinLJBlakemoreAIFroguelPBeckmannJS A new highly penetrant form of obesity due to deletions on chromosome 16p11.2. Nature 2010;463:671β6752013064910.1038/nature08727PMC2880448 | β | β | β |
| WangKLiMHadleyDLiuRGlessnerJGrantSFAHakonarsonHBucanM PennCNV: an integrated hidden Markov model designed for high-resolution copy number variation detection in whole-genome SNP genotyping data. Genome Res 2007;17:1665β16741792135410.1101/gr.6861907PMC2045149 | β | β | β |
| WardenC Genetics of uncoupling proteins in humans. Int J Obes Relat Metab Disord 1999;23(Suppl. 6):S46βS481045412210.1038/sj.ijo.0800944 | β | β | β |
| WillerCJSpeliotesEKLoosRJLiSLindgrenCMHeidIMBerndtSIElliottALJacksonAULaminaCLettreGLimNLyonHNMcCarrollSAPapadakisKQiLRandallJCRoccaseccaRMSannaSScheetPWeedonMNWheelerEZhaoJHJacobsLCProkopenkoISoranzoNTanakaTTimpsonNJAlmgrenPBennettABergmanRNBinghamSABonnycastleLLBrownMBurttNPChinesPCoinLCollinsFSConnellJMCooperCSmithGDDennisonEMDeodharPElliottPErdosMREstradaKEvansDMGianninyLGiegerCGillsonCJGuiducciCHackettRHadleyDHallASHavulinnaASHebebrandJHofmanAIsomaaBJacobsKBJohnsonTJousilahtiPJovanovicZKhawKTKraftPKuokkanenMKuusistoJLaitinenJLakattaEGLuanJLubenRNManginoMMcArdleWLMeitingerTMulasAMunroePBNarisuNNessARNorthstoneKO'RahillySPurmannCReesMGRidderstraleMRingSMRivadeneiraFRuokonenASandhuMSSaramiesJScottLJScuteriASilanderKSimsMASongKStephensJStevensSStringhamHMTungYCValleTTVan DuijnCMVimaleswaranKSVollenweiderPWaeberGWallaceCWatanabeRMWaterworthDMWatkinsNWittemanJCZegginiEZhaiGZillikensMCAltshulerDCaulfieldMJChanockSJFarooqiISFerrucciLGuralnikJMHattersleyATHuFBJarvelinMRLaaksoMMooserVOngKKOuwehandWHSalomaaVSamaniNJSpectorTDTuomiTTuomilehtoJUdaMUitterlindenAGWarehamNJDeloukasPFraylingTMGroopLCHayesRBHunterDJMohlkeKLPeltonenLSchlessingerDStrachanDPWichmannHEMcCarthyMIBoehnkeMBarrosoIAbecasisGRHirschhornJN Six new loci associated with body mass index highlight a neuronal influence on body weight regulation. Nat Genet 2009;41:25β341907926110.1038/ng.287PMC2695662 | β | β | β |
In this knowledge base
External
| Title | Authors | Journal | Year | Link |
|---|---|---|---|---|
| Clinical Characterization of Copy Number Variants Associated With Neurodevelopmental Disorders in a Large-scale Multiancestry Biobank. | Birnbaum R et al. | β | 2022 | β |
| Targeted Exome Sequencing of Genes Involved in Rare CNVs in Early-Onset Severe Obesity. | Loid P et al. | β | 2022 | β |
| High Olfactory Receptor-Rich 11q11 Copy Number in Girls and African American Children. | Phillips M et al. | β | 2021 | β |
| TMEM135 is a Novel Regulator of Mitochondrial Dynamics and Physiology with Implications for Human Health Conditions. | Beasley HK et al. | β | 2021 | β |
| Copy number determination of the gene for the human pancreatic polypeptide receptor NPY4R using read depth analysis and droplet digital PCR. | Shebanits K et al. | β | 2019 | β |
| Genetic variation of FTO: rs1421085 T>C, rs8057044 G>A, rs9939609 T>A, and copy number (CNV) in Mexican Mayan school-aged children with obesity/overweight and with normal weight. | GonzΓ‘lez-Herrera L et al. | β | 2019 | β |
| Interleukin-15 as a myokine: mechanistic insight into its effect on skeletal muscle metabolism. | Nadeau L et al. | β | 2019 | β |
| Novel Associations Between Interleukin-15 Polymorphisms and Post-training Changes of Body Composition Parameters in Young Nonobese Women. | Ficek K et al. | β | 2019 | β |
| Chromosomal microarray analysis in the genetic evaluation of 279 patients with syndromic obesity. | D'Angelo CS et al. | β | 2018 | β |
| Copy number of pancreatic polypeptide receptor gene NPY4R correlates with body mass index and waist circumference. | Shebanits K et al. | β | 2018 | β |
| A vast genomic deletion in the C56BL/6 genome affects different genes within the Ifi200 cluster on chromosome 1 and mediates obesity and insulin resistance. | Vogel H et al. | β | 2017 | β |
| Copy number variations in "classical" obesity candidate genes are not frequently associated with severe early-onset obesity in children. | Windholz J et al. | β | 2017 | β |
| Frequency of KLK3 gene deletions in the general population. | Rodriguez S et al. | β | 2017 | β |
| CNV analysis and mutation screening indicate an important role for the NPY4R gene in human obesity. | Aerts E et al. | β | 2016 | β |
| Understanding the genetic and epigenetic basis of common variable immunodeficiency disorder through omics approaches. | Li J et al. | β | 2016 | β |
| A Copy Number Variant on Chromosome 20q13.3 Implicated in Thinness and Severe Obesity. | Hasstedt SJ et al. | β | 2015 | β |
| Copy Number Variations in CTNNA3 and RBFOX1 Associate with Pediatric Food Allergy. | Li J et al. | β | 2015 | β |
| Obesity and genomics: role of technology in unraveling the complex genetic architecture of obesity. | Apalasamy YD et al. | β | 2015 | β |
| Pathway-Based Genome-Wide Association Studies for Plasma Triglycerides in Obese Females and Normal-Weight Controls. | Jiao H et al. | β | 2015 | β |
| The ethnoepidemiology of obesity. | Valera B et al. | β | 2015 | β |
| Copy number variants in Italian Large White pigs detected using high-density single nucleotide polymorphisms and their association with back fat thickness. | Schiavo G et al. | β | 2014 | β |
| On the association of common and rare genetic variation influencing body mass index: a combined SNP and CNV analysis. | Peterson RE et al. | β | 2014 | β |
| A genome wide association study of plasma uric acid levels in obese cases and never-overweight controls. | Li WD et al. | β | 2013 | β |
| Copy number variations of obesity relevant loci associated with body mass index in young Chinese. | Sun C et al. | β | 2013 | β |
| Current analysis platforms and methods for detecting copy number variation. | Li W et al. | β | 2013 | β |
| From obesity genetics to the future of personalized obesity therapy. | El-Sayed Moustafa JS et al. | β | 2013 | β |
| Genome wide analysis reveals single nucleotide polymorphisms associated with fatness and putative novel copy number variants in three pig breeds. | Fowler KE et al. | β | 2013 | β |
| Nucleosome assembly proteins and their interacting proteins in neuronal differentiation. | Attia M et al. | β | 2013 | β |
| Rare genomic structural variants in complex disease: lessons from the replication of associations with obesity. | Walters RG et al. | β | 2013 | β |
| The Role of Copy Number Variation in African Americans with Type 2 Diabetes-Associated End Stage Renal Disease. | Bailey JN et al. | β | 2013 | β |
| The study of candidate genes related to the neurodevelopmental hypothesis of anorexia nervosa: classical association study versus decision tree. | Dmitrzak-Weglarz M et al. | β | 2013 | β |
| Behavioural genetics of childhood disorders. | Freitag CM et al. | β | 2012 | β |
| Copy number variants in obesity-related syndromes: review and perspectives on novel molecular approaches. | D'Angelo CS et al. | β | 2012 | β |
| Copy number variations associated with obesity-related traits in African Americans: a joint analysis between GENOA and HyperGEN. | Zhao W et al. | β | 2012 | β |
| Genetic variance of body mass index from childhood to early adulthood. | Dellava JE et al. | β | 2012 | β |
| A genome-wide association study on obesity and obesity-related traits. | Wang K et al. | β | 2011 | β |
| Genetics of type 2 diabetes: pathophysiologic and clinical relevance. | Herder C et al. | β | 2011 | β |
| Interleukin-15, IL-15 Receptor-Alpha, and Obesity: Concordance of Laboratory Animal and Human Genetic Studies. | Quinn LS et al. | β | 2011 | β |
| Molecular basis of obesity: current status and future prospects. | Choquet H et al. | β | 2011 | β |
| Novel common copy number variation for early onset extreme obesity on chromosome 11q11 identified by a genome-wide analysis. | Jarick I et al. | β | 2011 | β |
| Overexpression of interleukin-15 in mice promotes resistance to diet-induced obesity, increased insulin sensitivity, and markers of oxidative skeletal muscle metabolism. | Quinn LS et al. | β | 2011 | β |
| Chipping away the 'missing heritability': GIANT steps forward in the molecular elucidation of obesity - but still lots to go. | Hebebrand J et al. | β | 2010 | β |