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person:hayesr03
Genome-wide association study of relative telomere length
Prescott, Jennifer; Kraft, Peter; Chasman, Daniel I; Savage, Sharon A; Mirabello, Lisa; Berndt, Sonja I; Weissfeld, Joel L; Han, Jiali; Hayes, Richard B; Chanock, Stephen J; Hunter, David J; De Vivo, Immaculata
Telomere function is essential to maintaining the physical integrity of linear chromosomes and healthy human aging. The probability of forming proper telomere structures depends on the length of the telomeric DNA tract. We attempted to identify common genetic variants associated with log relative telomere length using genome-wide genotyping data on 3,554 individuals from the Nurses' Health Study and the Prostate, Lung, Colorectal, and Ovarian Cancer Screening Trial that took part in the National Cancer Institute Cancer Genetic Markers of Susceptibility initiative for breast and prostate cancer. After genotyping 64 independent SNPs selected for replication in additional Nurses' Health Study and Women's Genome Health Study participants, we did not identify genome-wide significant loci; however, we replicated the inverse association of log relative telomere length with the minor allele variant [C] of rs16847897 at the TERC locus (per allele beta = -0.03, P = 0.003) identified by a previous genome-wide association study. We did not find evidence for an association with variants at the OBFC1 locus or other loci reported to be associated with telomere length. With this sample size we had >80% power to detect beta estimates as small as +/-0.10 for SNPs with minor allele frequencies of >/=0.15 at genome-wide significance. However, power is greatly reduced for beta estimates smaller than +/-0.10, such as those for variants at the TERC locus. In general, common genetic variants associated with telomere length homeostasis have been difficult to detect. Potential biological and technical issues are discussed
PMCID:3091863
PMID: 21573004
ISSN: 1932-6203
CID: 134515
Identification of genes associated with osteosarcoma using a genetic pathway approach [Meeting Abstract]
Mirabello, L; Berndt, S L; Burdett, L; Chowdhury, S; Teshome, K; Uzoka, A; Hutchinson, A; Douglass, C; Hayes, R B; Hoover, R N; Savage, S A
Osteosarcoma (OS) is a primary bone malignancy that typically occurs in adolescents and young adults. Epidemiologic studies suggest that OS is positively correlated with tall stature and high birth weight. It is common in hereditary retinoblastoma and Li-Fraumeni syndrome. A limited number of pilot studies suggest that single nucleotide polymorphisms (SNPs) in IGF2R, TP53, and VDR may also be associated with OS. Despite these findings, OS etiology is not well understood. Since it occurs during a period of rapid bone growth, genes important in growth and puberty are biologically plausible modifiers of OS risk. Genes in DNA repair and tumor suppressor pathways may also contribute to OS pathogenesis because of their function in critical cellular processes and known contributions to carcinogenesis. We evaluated these hypotheses in an OS association study of candidate genes from the following pathways: growth, hormones/hormone metabolism, bone formation, tumor suppressor, and DNA repair. The study consisted of 99 OS cases from the hospital-based prospective case-control U.S. Bone Disease and Injury Study of Osteosarcoma (BDISO). Controls (n=1430) included cancer-free individuals from BDISO (n=65) and the Prostate, Lung, Colorectal, and Ovarian screening trial (n=1365). All participants were whites from the continental US. We evaluated 4507 tag-SNPs across 282 candidate genes using a Custom Infinium BeadChip (iSelect). Logistic regression models were used to estimate the odds ratios (OR) and 95% confidence intervals (CI) for the association between OS risk and each SNP, adjusting for potential confounders, using PLINK. Bonferroni corrections (Padj, per gene) were conducted for correction of multiple statistical tests. Significant SNPs after correction with an additive model included 2 SNPs in Growth Hormone 1 (GH1) (OR 0.56, 95% CI 0.39-0.82, and OR 1.55, 95% CI 1.16-2.06, Padj <0.009), one SNP in FGFR3 (OR 1.47, 95% CI 1.1-1.97, Padj =0.016), IGFBP3 (OR 5.19, 95% CI 1.18-14.89,!
EMBASE:71453249
ISSN: 0008-5472
CID: 1031602
Association analyses of 249,796 individuals reveal 18 new loci associated with body mass index
Speliotes, Elizabeth K; Willer, Cristen J; Berndt, Sonja I; Monda, Keri L; Thorleifsson, Gudmar; Jackson, Anne U; Allen, Hana Lango; Lindgren, Cecilia M; Luan, Jian'an; Magi, Reedik; Randall, Joshua C; Vedantam, Sailaja; Winkler, Thomas W; Qi, Lu; Workalemahu, Tsegaselassie; Heid, Iris M; Steinthorsdottir, Valgerdur; Stringham, Heather M; Weedon, Michael N; Wheeler, Eleanor; Wood, Andrew R; Ferreira, Teresa; Weyant, Robert J; Segre, Ayellet V; Estrada, Karol; Liang, Liming; Nemesh, James; Park, Ju-Hyun; Gustafsson, Stefan; Kilpelainen, Tuomas O; Yang, Jian; Bouatia-Naji, Nabila; Esko, Tonu; Feitosa, Mary F; Kutalik, Zoltan; Mangino, Massimo; Raychaudhuri, Soumya; Scherag, Andre; Smith, Albert Vernon; Welch, Ryan; Zhao, Jing Hua; Aben, Katja K; Absher, Devin M; Amin, Najaf; Dixon, Anna L; Fisher, Eva; Glazer, Nicole L; Goddard, Michael E; Heard-Costa, Nancy L; Hoesel, Volker; Hottenga, Jouke-Jan; Johansson, Asa; Johnson, Toby; Ketkar, Shamika; Lamina, Claudia; Li, Shengxu; Moffatt, Miriam F; Myers, Richard H; Narisu, Narisu; Perry, John R B; Peters, Marjolein J; Preuss, Michael; Ripatti, Samuli; Rivadeneira, Fernando; Sandholt, Camilla; Scott, Laura J; Timpson, Nicholas J; Tyrer, Jonathan P; van Wingerden, Sophie; Watanabe, Richard M; White, Charles C; Wiklund, Fredrik; Barlassina, Christina; Chasman, Daniel I; Cooper, Matthew N; Jansson, John-Olov; Lawrence, Robert W; Pellikka, Niina; Prokopenko, Inga; Shi, Jianxin; Thiering, Elisabeth; Alavere, Helene; Alibrandi, Maria T S; Almgren, Peter; Arnold, Alice M; Aspelund, Thor; Atwood, Larry D; Balkau, Beverley; Balmforth, Anthony J; Bennett, Amanda J; Ben-Shlomo, Yoav; Bergman, Richard N; Bergmann, Sven; Biebermann, Heike; Blakemore, Alexandra I F; Boes, Tanja; Bonnycastle, Lori L; Bornstein, Stefan R; Brown, Morris J; Buchanan, Thomas A; Busonero, Fabio; Campbell, Harry; Cappuccio, Francesco P; Cavalcanti-Proenca, Christine; Chen, Yii-Der Ida; Chen, Chih-Mei; Chines, Peter S; Clarke, Robert; Coin, Lachlan; Connell, John; Day, Ian N M; den Heijer, Martin; Duan, Jubao; Ebrahim, Shah; Elliott, Paul; Elosua, Roberto; Eiriksdottir, Gudny; Erdos, Michael R; Eriksson, Johan G; Facheris, Maurizio F; Felix, Stephan B; Fischer-Posovszky, Pamela; Folsom, Aaron R; Friedrich, Nele; Freimer, Nelson B; Fu, Mao; Gaget, Stefan; Gejman, Pablo V; Geus, Eco J C; Gieger, Christian; Gjesing, Anette P; Goel, Anuj; Goyette, Philippe; Grallert, Harald; Grassler, Jurgen; Greenawalt, Danielle M; Groves, Christopher J; Gudnason, Vilmundur; Guiducci, Candace; Hartikainen, Anna-Liisa; Hassanali, Neelam; Hall, Alistair S; Havulinna, Aki S; Hayward, Caroline; Heath, Andrew C; Hengstenberg, Christian; Hicks, Andrew A; Hinney, Anke; Hofman, Albert; Homuth, Georg; Hui, Jennie; Igl, Wilmar; Iribarren, Carlos; Isomaa, Bo; Jacobs, Kevin B; Jarick, Ivonne; Jewell, Elizabeth; John, Ulrich; Jorgensen, Torben; Jousilahti, Pekka; Jula, Antti; Kaakinen, Marika; Kajantie, Eero; Kaplan, Lee M; Kathiresan, Sekar; Kettunen, Johannes; Kinnunen, Leena; Knowles, Joshua W; Kolcic, Ivana; Konig, Inke R; Koskinen, Seppo; Kovacs, Peter; Kuusisto, Johanna; Kraft, Peter; Kvaloy, Kirsti; Laitinen, Jaana; Lantieri, Olivier; Lanzani, Chiara; Launer, Lenore J; Lecoeur, Cecile; Lehtimaki, Terho; Lettre, Guillaume; Liu, Jianjun; Lokki, Marja-Liisa; Lorentzon, Mattias; Luben, Robert N; Ludwig, Barbara; Manunta, Paolo; Marek, Diana; Marre, Michel; Martin, Nicholas G; McArdle, Wendy L; McCarthy, Anne; McKnight, Barbara; Meitinger, Thomas; Melander, Olle; Meyre, David; Midthjell, Kristian; Montgomery, Grant W; Morken, Mario A; Morris, Andrew P; Mulic, Rosanda; Ngwa, Julius S; Nelis, Mari; Neville, Matt J; Nyholt, Dale R; O'Donnell, Christopher J; O'Rahilly, Stephen; Ong, Ken K; Oostra, Ben; Pare, Guillaume; Parker, Alex N; Perola, Markus; Pichler, Irene; Pietilainen, Kirsi H; Platou, Carl G P; Polasek, Ozren; Pouta, Anneli; Rafelt, Suzanne; Raitakari, Olli; Rayner, Nigel W; Ridderstrale, Martin; Rief, Winfried; Ruokonen, Aimo; Robertson, Neil R; Rzehak, Peter; Salomaa, Veikko; Sanders, Alan R; Sandhu, Manjinder S; Sanna, Serena; Saramies, Jouko; Savolainen, Markku J; Scherag, Susann; Schipf, Sabine; Schreiber, Stefan; Schunkert, Heribert; Silander, Kaisa; Sinisalo, Juha; Siscovick, David S; Smit, Jan H; Soranzo, Nicole; Sovio, Ulla; Stephens, Jonathan; Surakka, Ida; Swift, Amy J; Tammesoo, Mari-Liis; Tardif, Jean-Claude; Teder-Laving, Maris; Teslovich, Tanya M; Thompson, John R; Thomson, Brian; Tonjes, Anke; Tuomi, Tiinamaija; van Meurs, Joyce B J; van Ommen, Gert-Jan; Vatin, Vincent; Viikari, Jorma; Visvikis-Siest, Sophie; Vitart, Veronique; Vogel, Carla I G; Voight, Benjamin F; Waite, Lindsay L; Wallaschofski, Henri; Walters, G Bragi; Widen, Elisabeth; Wiegand, Susanna; Wild, Sarah H; Willemsen, Gonneke; Witte, Daniel R; Witteman, Jacqueline C; Xu, Jianfeng; Zhang, Qunyuan; Zgaga, Lina; Ziegler, Andreas; Zitting, Paavo; Beilby, John P; Farooqi, I Sadaf; Hebebrand, Johannes; Huikuri, Heikki V; James, Alan L; Kahonen, Mika; Levinson, Douglas F; Macciardi, Fabio; Nieminen, Markku S; Ohlsson, Claes; Palmer, Lyle J; Ridker, Paul M; Stumvoll, Michael; Beckmann, Jacques S; Boeing, Heiner; Boerwinkle, Eric; Boomsma, Dorret I; Caulfield, Mark J; Chanock, Stephen J; Collins, Francis S; Cupples, L Adrienne; Smith, George Davey; Erdmann, Jeanette; Froguel, Philippe; Gronberg, Henrik; Gyllensten, Ulf; Hall, Per; Hansen, Torben; Harris, Tamara B; Hattersley, Andrew T; Hayes, Richard B; Heinrich, Joachim; Hu, Frank B; Hveem, Kristian; Illig, Thomas; Jarvelin, Marjo-Riitta; Kaprio, Jaakko; Karpe, Fredrik; Khaw, Kay-Tee; Kiemeney, Lambertus A; Krude, Heiko; Laakso, Markku; Lawlor, Debbie A; Metspalu, Andres; Munroe, Patricia B; Ouwehand, Willem H; Pedersen, Oluf; Penninx, Brenda W; Peters, Annette; Pramstaller, Peter P; Quertermous, Thomas; Reinehr, Thomas; Rissanen, Aila; Rudan, Igor; Samani, Nilesh J; Schwarz, Peter E H; Shuldiner, Alan R; Spector, Timothy D; Tuomilehto, Jaakko; Uda, Manuela; Uitterlinden, Andre; Valle, Timo T; Wabitsch, Martin; Waeber, Gerard; Wareham, Nicholas J; Watkins, Hugh; Wilson, James F; Wright, Alan F; Zillikens, M Carola; Chatterjee, Nilanjan; McCarroll, Steven A; Purcell, Shaun; Schadt, Eric E; Visscher, Peter M; Assimes, Themistocles L; Borecki, Ingrid B; Deloukas, Panos; Fox, Caroline S; Groop, Leif C; Haritunians, Talin; Hunter, David J; Kaplan, Robert C; Mohlke, Karen L; O'Connell, Jeffrey R; Peltonen, Leena; Schlessinger, David; Strachan, David P; van Duijn, Cornelia M; Wichmann, H-Erich; Frayling, Timothy M; Thorsteinsdottir, Unnur; Abecasis, Goncalo R; Barroso, Ines; Boehnke, Michael; Stefansson, Kari; North, Kari E; McCarthy, Mark I; Hirschhorn, Joel N; Ingelsson, Erik; Loos, Ruth J F
Obesity is globally prevalent and highly heritable, but its underlying genetic factors remain largely elusive. To identify genetic loci for obesity susceptibility, we examined associations between body mass index and approximately 2.8 million SNPs in up to 123,865 individuals with targeted follow up of 42 SNPs in up to 125,931 additional individuals. We confirmed 14 known obesity susceptibility loci and identified 18 new loci associated with body mass index (P < 5 x 10), one of which includes a copy number variant near GPRC5B. Some loci (at MC4R, POMC, SH2B1 and BDNF) map near key hypothalamic regulators of energy balance, and one of these loci is near GIPR, an incretin receptor. Furthermore, genes in other newly associated loci may provide new insights into human body weight regulation.
PMCID:3014648
PMID: 20935630
ISSN: 1061-4036
CID: 155997
Genome-wide association study of circulating vitamin D levels
Ahn, Jiyoung; Yu, Kai; Stolzenberg-Solomon, Rachael; Simon, K Claire; McCullough, Marjorie L; Gallicchio, Lisa; Jacobs, Eric J; Ascherio, Alberto; Helzlsouer, Kathy; Jacobs, Kevin B; Li, Qizhai; Weinstein, Stephanie J; Purdue, Mark; Virtamo, Jarmo; Horst, Ronald; Wheeler, William; Chanock, Stephen; Hunter, David J; Hayes, Richard B; Kraft, Peter; Albanes, Demetrius
The primary circulating form of vitamin D, 25-hydroxy-vitamin D [25(OH)D], is associated with multiple medical outcomes, including rickets, osteoporosis, multiple sclerosis and cancer. In a genome-wide association study (GWAS) of 4501 persons of European ancestry drawn from five cohorts, we identified single-nucleotide polymorphisms (SNPs) in the gene encoding group-specific component (vitamin D binding) protein, GC, on chromosome 4q12-13 that were associated with 25(OH)D concentrations: rs2282679 (P=2.0x10(-30)), in linkage disequilibrium (LD) with rs7041, a non-synonymous SNP (D432E; P=4.1x10(-22)) and rs1155563 (P=3.8x10(-25)). Suggestive signals for association with 25(OH)D were also observed for SNPs in or near three other genes involved in vitamin D synthesis or activation: rs3829251 on chromosome 11q13.4 in NADSYN1 [encoding nicotinamide adenine dinucleotide (NAD) synthetase; P=8.8x10(-7)], which was in high LD with rs1790349, located in DHCR7, the gene encoding 7-dehydrocholesterol reductase that synthesizes cholesterol from 7-dehydrocholesterol; rs6599638 in the region harboring the open-reading frame 88 (C10orf88) on chromosome 10q26.13 in the vicinity of ACADSB (acyl-Coenzyme A dehydrogenase), involved in cholesterol and vitamin D synthesis (P=3.3x10(-7)); and rs2060793 on chromosome 11p15.2 in CYP2R1 (cytochrome P450, family 2, subfamily R, polypeptide 1, encoding a key C-25 hydroxylase that converts vitamin D3 to an active vitamin D receptor ligand; P=1.4x10(-5)). We genotyped SNPs in these four regions in 2221 additional samples and confirmed strong genome-wide significant associations with 25(OH)D through meta-analysis with the GWAS data for GC (P=1.8x10(-49)), NADSYN1/DHCR7 (P=3.4x10(-9)) and CYP2R1 (P=2.9x10(-17)), but not C10orf88 (P=2.4x10(-5))
PMCID:2883344
PMID: 20418485
ISSN: 1460-2083
CID: 110094
Hundreds of variants clustered in genomic loci and biological pathways affect human height
Lango Allen, Hana; Estrada, Karol; Lettre, Guillaume; Berndt, Sonja I; Weedon, Michael N; Rivadeneira, Fernando; Willer, Cristen J; Jackson, Anne U; Vedantam, Sailaja; Raychaudhuri, Soumya; Ferreira, Teresa; Wood, Andrew R; Weyant, Robert J; Segre, Ayellet V; Speliotes, Elizabeth K; Wheeler, Eleanor; Soranzo, Nicole; Park, Ju-Hyun; Yang, Jian; Gudbjartsson, Daniel; Heard-Costa, Nancy L; Randall, Joshua C; Qi, Lu; Vernon Smith, Albert; Magi, Reedik; Pastinen, Tomi; Liang, Liming; Heid, Iris M; Luan, Jian'an; Thorleifsson, Gudmar; Winkler, Thomas W; Goddard, Michael E; Sin Lo, Ken; Palmer, Cameron; Workalemahu, Tsegaselassie; Aulchenko, Yurii S; Johansson, Asa; Zillikens, M Carola; Feitosa, Mary F; Esko, Tonu; Johnson, Toby; Ketkar, Shamika; Kraft, Peter; Mangino, Massimo; Prokopenko, Inga; Absher, Devin; Albrecht, Eva; Ernst, Florian; Glazer, Nicole L; Hayward, Caroline; Hottenga, Jouke-Jan; Jacobs, Kevin B; Knowles, Joshua W; Kutalik, Zoltan; Monda, Keri L; Polasek, Ozren; Preuss, Michael; Rayner, Nigel W; Robertson, Neil R; Steinthorsdottir, Valgerdur; Tyrer, Jonathan P; Voight, Benjamin F; Wiklund, Fredrik; Xu, Jianfeng; Zhao, Jing Hua; Nyholt, Dale R; Pellikka, Niina; Perola, Markus; Perry, John R B; Surakka, Ida; Tammesoo, Mari-Liis; Altmaier, Elizabeth L; Amin, Najaf; Aspelund, Thor; Bhangale, Tushar; Boucher, Gabrielle; Chasman, Daniel I; Chen, Constance; Coin, Lachlan; Cooper, Matthew N; Dixon, Anna L; Gibson, Quince; Grundberg, Elin; Hao, Ke; Juhani Junttila, M; Kaplan, Lee M; Kettunen, Johannes; Konig, Inke R; Kwan, Tony; Lawrence, Robert W; Levinson, Douglas F; Lorentzon, Mattias; McKnight, Barbara; Morris, Andrew P; Muller, Martina; Suh Ngwa, Julius; Purcell, Shaun; Rafelt, Suzanne; Salem, Rany M; Salvi, Erika; Sanna, Serena; Shi, Jianxin; Sovio, Ulla; Thompson, John R; Turchin, Michael C; Vandenput, Liesbeth; Verlaan, Dominique J; Vitart, Veronique; White, Charles C; Ziegler, Andreas; Almgren, Peter; Balmforth, Anthony J; Campbell, Harry; Citterio, Lorena; De Grandi, Alessandro; Dominiczak, Anna; Duan, Jubao; Elliott, Paul; Elosua, Roberto; Eriksson, Johan G; Freimer, Nelson B; Geus, Eco J C; Glorioso, Nicola; Haiqing, Shen; Hartikainen, Anna-Liisa; Havulinna, Aki S; Hicks, Andrew A; Hui, Jennie; Igl, Wilmar; Illig, Thomas; Jula, Antti; Kajantie, Eero; Kilpelainen, Tuomas O; Koiranen, Markku; Kolcic, Ivana; Koskinen, Seppo; Kovacs, Peter; Laitinen, Jaana; Liu, Jianjun; Lokki, Marja-Liisa; Marusic, Ana; Maschio, Andrea; Meitinger, Thomas; Mulas, Antonella; Pare, Guillaume; Parker, Alex N; Peden, John F; Petersmann, Astrid; Pichler, Irene; Pietilainen, Kirsi H; Pouta, Anneli; Ridderstrale, Martin; Rotter, Jerome I; Sambrook, Jennifer G; Sanders, Alan R; Schmidt, Carsten Oliver; Sinisalo, Juha; Smit, Jan H; Stringham, Heather M; Bragi Walters, G; Widen, Elisabeth; Wild, Sarah H; Willemsen, Gonneke; Zagato, Laura; Zgaga, Lina; Zitting, Paavo; Alavere, Helene; Farrall, Martin; McArdle, Wendy L; Nelis, Mari; Peters, Marjolein J; Ripatti, Samuli; van Meurs, Joyce B J; Aben, Katja K; Ardlie, Kristin G; Beckmann, Jacques S; Beilby, John P; Bergman, Richard N; Bergmann, Sven; Collins, Francis S; Cusi, Daniele; den Heijer, Martin; Eiriksdottir, Gudny; Gejman, Pablo V; Hall, Alistair S; Hamsten, Anders; Huikuri, Heikki V; Iribarren, Carlos; Kahonen, Mika; Kaprio, Jaakko; Kathiresan, Sekar; Kiemeney, Lambertus; Kocher, Thomas; Launer, Lenore J; Lehtimaki, Terho; Melander, Olle; Mosley, Tom H Jr; Musk, Arthur W; Nieminen, Markku S; O'Donnell, Christopher J; Ohlsson, Claes; Oostra, Ben; Palmer, Lyle J; Raitakari, Olli; Ridker, Paul M; Rioux, John D; Rissanen, Aila; Rivolta, Carlo; Schunkert, Heribert; Shuldiner, Alan R; Siscovick, David S; Stumvoll, Michael; Tonjes, Anke; Tuomilehto, Jaakko; van Ommen, Gert-Jan; Viikari, Jorma; Heath, Andrew C; Martin, Nicholas G; Montgomery, Grant W; Province, Michael A; Kayser, Manfred; Arnold, Alice M; Atwood, Larry D; Boerwinkle, Eric; Chanock, Stephen J; Deloukas, Panos; Gieger, Christian; Gronberg, Henrik; Hall, Per; Hattersley, Andrew T; Hengstenberg, Christian; Hoffman, Wolfgang; Lathrop, G Mark; Salomaa, Veikko; Schreiber, Stefan; Uda, Manuela; Waterworth, Dawn; Wright, Alan F; Assimes, Themistocles L; Barroso, Ines; Hofman, Albert; Mohlke, Karen L; Boomsma, Dorret I; Caulfield, Mark J; Cupples, L Adrienne; Erdmann, Jeanette; Fox, Caroline S; Gudnason, Vilmundur; Gyllensten, Ulf; Harris, Tamara B; Hayes, Richard B; Jarvelin, Marjo-Riitta; Mooser, Vincent; Munroe, Patricia B; Ouwehand, Willem H; Penninx, Brenda W; Pramstaller, Peter P; Quertermous, Thomas; Rudan, Igor; Samani, Nilesh J; Spector, Timothy D; Volzke, Henry; Watkins, Hugh; Wilson, James F; Groop, Leif C; Haritunians, Talin; Hu, Frank B; Kaplan, Robert C; Metspalu, Andres; North, Kari E; Schlessinger, David; Wareham, Nicholas J; Hunter, David J; O'Connell, Jeffrey R; Strachan, David P; Wichmann, H-Erich; Borecki, Ingrid B; van Duijn, Cornelia M; Schadt, Eric E; Thorsteinsdottir, Unnur; Peltonen, Leena; Uitterlinden, Andre G; Visscher, Peter M; Chatterjee, Nilanjan; Loos, Ruth J F; Boehnke, Michael; McCarthy, Mark I; Ingelsson, Erik; Lindgren, Cecilia M; Abecasis, Goncalo R; Stefansson, Kari; Frayling, Timothy M; Hirschhorn, Joel N
Most common human traits and diseases have a polygenic pattern of inheritance: DNA sequence variants at many genetic loci influence the phenotype. Genome-wide association (GWA) studies have identified more than 600 variants associated with human traits, but these typically explain small fractions of phenotypic variation, raising questions about the use of further studies. Here, using 183,727 individuals, we show that hundreds of genetic variants, in at least 180 loci, influence adult height, a highly heritable and classic polygenic trait. The large number of loci reveals patterns with important implications for genetic studies of common human diseases and traits. First, the 180 loci are not random, but instead are enriched for genes that are connected in biological pathways (P = 0.016) and that underlie skeletal growth defects (P < 0.001). Second, the likely causal gene is often located near the most strongly associated variant: in 13 of 21 loci containing a known skeletal growth gene, that gene was closest to the associated variant. Third, at least 19 loci have multiple independently associated variants, suggesting that allelic heterogeneity is a frequent feature of polygenic traits, that comprehensive explorations of already-discovered loci should discover additional variants and that an appreciable fraction of associated loci may have been identified. Fourth, associated variants are enriched for likely functional effects on genes, being over-represented among variants that alter amino-acid structure of proteins and expression levels of nearby genes. Our data explain approximately 10% of the phenotypic variation in height, and we estimate that unidentified common variants of similar effect sizes would increase this figure to approximately 16% of phenotypic variation (approximately 20% of heritable variation). Although additional approaches are needed to dissect the genetic architecture of polygenic human traits fully, our findings indicate that GWA studies can identify large numbers of loci that implicate biologically relevant genes and pathways
PMCID:2955183
PMID: 20881960
ISSN: 1476-4687
CID: 138021
Circulating 25-hydroxyvitamin D and risk of endometrial cancer: Cohort Consortium Vitamin D Pooling Project of Rarer Cancers
Zeleniuch-Jacquotte, Anne; Gallicchio, Lisa; Hartmuller, Virginia; Helzlsouer, Kathy J; McCullough, Marjorie L; Setiawan, V Wendy; Shu, Xiao-Ou; Weinstein, Stephanie J; Weiss, Jocelyn M; Arslan, Alan A; De Vivo, Immaculata; Gao, Yu-Tang; Hayes, Richard B; Henderson, Brian E; Horst, Ronald L; Koenig, Karen L; Patel, Alpa V; Purdue, Mark P; Snyder, Kirk; Steplowski, Emily; Yu, Kai; Zheng, Wei; Hankinson, Susan E
A nested case-control study, including 830 cases and 992 controls from 7 cohorts, was conducted to evaluate the association of circulating 25-hydroxyvitamin D (25(OH)D), the best indicator of vitamin D status, with risk of endometrial cancer. Matching factors included age at blood donation, date of blood donation, and race. Conditional logistic regression was used in the main analysis. The median concentration of 25(OH)D was slightly lower in cases (49.4 nmol/L) than in controls (50.8 nmol/L) (P = 0.08). However, there was no association between 25(OH)D concentration and disease risk, after adjustment for body mass index. Compared with the 50-<75 nmol/L 25(OH)D category, the body mass index-adjusted odds ratios and 95% confidence intervals were 1.08 (95% confidence interval: 0.73, 1.57) for the <25 nmol/L category and 0.90 (95% confidence interval: 0.51, 1.58) for the > or =100 nmol/L category (P(trend) = 0.99). Similarly null results were observed after further adjustment for other known risk factors and in stratified analyses. Although an effect of circulating 25(OH)D at high concentrations cannot be ruled out (the highest category of 25(OH)D was > or =100 nmol/L, and for stratified analyses, > or =75 nmol/L), these results do not support a protective role of vitamin D against endometrial cancer
PMCID:2892537
PMID: 20562189
ISSN: 1476-6256
CID: 110661
Correlates of circulating 25-hydroxyvitamin D: Cohort Consortium Vitamin D Pooling Project of Rarer Cancers
McCullough, Marjorie L; Weinstein, Stephanie J; Freedman, D Michal; Helzlsouer, Kathy; Flanders, W Dana; Koenig, Karen; Kolonel, Laurence; Laden, Francine; Le Marchand, Loic; Purdue, Mark; Snyder, Kirk; Stevens, Victoria L; Stolzenberg-Solomon, Rachael; Virtamo, Jarmo; Yang, Gong; Yu, Kai; Zheng, Wei; Albanes, Demetrius; Ashby, Jason; Bertrand, Kimberly; Cai, Hui; Chen, Yu; Gallicchio, Lisa; Giovannucci, Edward; Jacobs, Eric J; Hankinson, Susan E; Hartge, Patricia; Hartmuller, Virginia; Harvey, Chinonye; Hayes, Richard B; Horst, Ronald L; Shu, Xiao-Ou
Low vitamin D status is common globally and is associated with multiple disease outcomes. Understanding the correlates of vitamin D status will help guide clinical practice, research, and interpretation of studies. Correlates of circulating 25-hydroxyvitamin D (25(OH)D) concentrations measured in a single laboratory were examined in 4,723 cancer-free men and women from 10 cohorts participating in the Cohort Consortium Vitamin D Pooling Project of Rarer Cancers, which covers a worldwide geographic area. Demographic and lifestyle characteristics were examined in relation to 25(OH)D using stepwise linear regression and polytomous logistic regression. The prevalence of 25(OH)D concentrations less than 25 nmol/L ranged from 3% to 36% across cohorts, and the prevalence of 25(OH)D concentrations less than 50 nmol/L ranged from 29% to 82%. Seasonal differences in circulating 25(OH)D were most marked among whites from northern latitudes. Statistically significant positive correlates of 25(OH)D included male sex, summer blood draw, vigorous physical activity, vitamin D intake, fish intake, multivitamin use, and calcium supplement use. Significant inverse correlates were body mass index, winter and spring blood draw, history of diabetes, sedentary behavior, smoking, and black race/ethnicity. Correlates varied somewhat within season, race/ethnicity, and sex. These findings help identify persons at risk for low vitamin D status for both clinical and research purposes
PMCID:2892536
PMID: 20562191
ISSN: 1476-6256
CID: 132232
PTGS2 and IL6 genetic variation and risk of breast and prostate cancer: results from the Breast and Prostate Cancer Cohort Consortium (BPC3)
Dossus, Laure; Kaaks, Rudolf; Canzian, Federico; Albanes, Demetrius; Berndt, Sonja I; Boeing, Heiner; Buring, Julie; Chanock, Stephen J; Clavel-Chapelon, Francoise; Feigelson, Heather Spencer; Gaziano, John M; Giovannucci, Edward; Gonzalez, Carlos; Haiman, Christopher A; Hallmans, Goran; Hankinson, Susan E; Hayes, Richard B; Henderson, Brian E; Hoover, Robert N; Hunter, David J; Khaw, Kay-Tee; Kolonel, Laurence N; Kraft, Peter; Ma, Jing; Le Marchand, Loic; Lund, Eiliv; Peeters, Petra H M; Stampfer, Meir; Stram, Dan O; Thomas, Gilles; Thun, Michael J; Tjonneland, Anne; Trichopoulos, Dimitrios; Tumino, Rosario; Riboli, Elio; Virtamo, Jarmo; Weinstein, Stephanie J; Yeager, Meredith; Ziegler, Regina G; Cox, David G
Genes involved in the inflammation pathway have been associated with cancer risk. Genetic variants in the interleukin-6 (IL6) and prostaglandin-endoperoxide synthase-2 (PTGS2, encoding for the COX-2 enzyme) genes, in particular, have been related to several cancer types, including breast and prostate cancers. We conducted a study within the Breast and Prostate Cancer Cohort Consortium to examine the association between IL6 and PTGS2 polymorphisms and breast and prostate cancer risk. Twenty-seven polymorphisms, selected by pairwise tagging, were genotyped on 6292 breast cancer cases and 8135 matched controls and 8008 prostate cancer cases and 8604 matched controls. The large sample sizes and comprehensive single nucleotide polymorphism tagging in this study gave us excellent power to detect modest effects for common variants. After adjustment for multiple testing, none of the associations examined remained statistically significant at P = 0.01. In analyses not adjusted for multiple testing, one IL6 polymorphism (rs6949149) was marginally associated with breast cancer risk (TT versus GG, odds ratios (OR): 1.32; 99% confidence intervals (CI): 1.00-1.74, P(trend) = 0.003) and two were marginally associated with prostate cancer risk (rs6969502-AA versus rs6969502-GG, OR: 0.87, 99% CI: 0.75-1.02; P(trend) = 0.002 and rs7805828-AA versus rs7805828-GG, OR: 1.11, 99% CI: 0.99-1.26; P(trend) = 0.007). An increase in breast cancer risk was observed for the PTGS2 polymorphism rs7550380 (TT versus GG, OR: 1.38, 99% CI: 1.04-1.83). No association was observed between PTGS2 polymorphisms and prostate cancer risk. In conclusion, common genetic variation in these two genes might play at best a limited role in breast and prostate cancers
PMCID:2832545
PMID: 19965896
ISSN: 1460-2180
CID: 139020
Occupational exposure to formaldehyde, hematotoxicity, and leukemia-specific chromosome changes in cultured myeloid progenitor cells
Zhang, Luoping; Tang, Xiaojiang; Rothman, Nathaniel; Vermeulen, Roel; Ji, Zhiying; Shen, Min; Qiu, Chuangyi; Guo, Weihong; Liu, Songwang; Reiss, Boris; Freeman, Laura Beane; Ge, Yichen; Hubbard, Alan E; Hua, Ming; Blair, Aaron; Galvan, Noe; Ruan, Xiaolin; Alter, Blanche P; Xin, Kerry X; Li, Senhua; Moore, Lee E; Kim, Sungkyoon; Xie, Yuxuan; Hayes, Richard B; Azuma, Mariko; Hauptmann, Michael; Xiong, Jun; Stewart, Patricia; Li, Laiyu; Rappaport, Stephen M; Huang, Hanlin; Fraumeni, Joseph F Jr; Smith, Martyn T; Lan, Qing
There are concerns about the health effects of formaldehyde exposure, including carcinogenicity, in light of elevated indoor air levels in new homes and occupational exposures experienced by workers in health care, embalming, manufacturing, and other industries. Epidemiologic studies suggest that formaldehyde exposure is associated with an increased risk of leukemia. However, the biological plausibility of these findings has been questioned because limited information is available on the ability of formaldehyde to disrupt hematopoietic function. Our objective was to determine if formaldehyde exposure disrupts hematopoietic function and produces leukemia-related chromosome changes in exposed humans. We examined the ability of formaldehyde to disrupt hematopoiesis in a study of 94 workers in China (43 exposed to formaldehyde and 51 frequency-matched controls) by measuring complete blood counts and peripheral stem/progenitor cell colony formation. Further, myeloid progenitor cells, the target for leukemogenesis, were cultured from the workers to quantify the level of leukemia-specific chromosome changes, including monosomy 7 and trisomy 8, in metaphase spreads of these cells. Among exposed workers, peripheral blood cell counts were significantly lowered in a manner consistent with toxic effects on the bone marrow and leukemia-specific chromosome changes were significantly elevated in myeloid blood progenitor cells. These findings suggest that formaldehyde exposure can have an adverse effect on the hematopoietic system and that leukemia induction by formaldehyde is biologically plausible, which heightens concerns about its leukemogenic potential from occupational and environmental exposures
PMCID:2974570
PMID: 20056626
ISSN: 1538-7755
CID: 139021
The association of telomere length and genetic variation in telomere biology genes
Mirabello, Lisa; Yu, Kai; Kraft, Peter; De Vivo, Immaculata; Hunter, David J; Prescott, Jennifer; Wong, Jason Y Y; Chatterjee, Nilanjan; Hayes, Richard B; Savage, Sharon A
Telomeres cap chromosome ends and are critical for genomic stability. Many telomere-associated proteins are important for telomere length maintenance. Recent genome-wide association studies (GWAS) have identified single nucleotide polymorphisms (SNPs) in genes encoding telomere-associated proteins (RTEL1 and TERT-CLPTM1) as markers of cancer risk. We conducted an association study of telomere length and 743 SNPs in 43 telomere biology genes. Telomere length in peripheral blood DNA was determined by Q-PCR in 3,646 participants from the Prostate, Lung, Colorectal, and Ovarian Cancer Screening Trial and Nurses' Health Study. We investigated associations by SNP, gene, and pathway (functional group). We found no associations between telomere length and SNPs in TERT-CLPTM1L or RTEL1. Telomere length was not significantly associated with specific functional groups. Thirteen SNPs from four genes (MEN1, MRE11A, RECQL5, and TNKS) were significantly associated with telomere length. The strongest findings were in MEN1 (gene-based P=0.006), menin, which associates with the telomerase promoter and may negatively regulate telomerase. This large association study did not find strong associations with telomere length. The combination of limited diversity and evolutionary conservation suggest that these genes may be under selective pressure. More work is needed to explore the role of genetic variants in telomere length regulation
PMCID:2932868
PMID: 20597107
ISSN: 1098-1004
CID: 134415