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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

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

Re: Mortality From Lymphohematopoietic Malignancies and Brain Cancer Among Embalmers Exposed to Formaldehyde Response [Letter]

Hauptmann, M.; Stewart, P. A.; Lubin, J. H.; Freeman, L. E. Beane; Hornung, R. W.; Herrick, R. F.; Hoover, R. N.; Fraumeni, J. F., Jr.; Blair, A.; Hayes, R. B.
ISI:000282751400015
ISSN: 0027-8874
CID: 114011

A large study of androgen receptor germline variants and their relation to sex hormone levels and prostate cancer risk. Results from the National Cancer Institute Breast and Prostate Cancer Cohort Consortium

Lindstrom, Sara; Ma, Jing; Altshuler, David; Giovannucci, Edward; Riboli, Elio; Albanes, Demetrius; Allen, Naomi E; Berndt, Sonja I; Boeing, Heiner; Bueno-de-Mesquita, H Bas; Chanock, Stephen J; Dunning, Alison M; Feigelson, Heather Spencer; Gaziano, J Michael; Haiman, Christopher A; Hayes, Richard B; Henderson, Brian E; Hunter, David J; Kaaks, Rudolf; Kolonel, Laurence N; Le Marchand, Loic; Martinez, Carmen; Overvad, Kim; Siddiq, Afshan; Stampfer, Meir; Stattin, Par; Stram, Daniel O; Thun, Michael J; Trichopoulos, Dimitrios; Tumino, Rosario; Virtamo, Jarmo; Weinstein, Stephanie J; Yeager, Meredith; Kraft, Peter; Freedman, Matthew L
BACKGROUND: Androgens are key regulators of prostate gland maintenance and prostate cancer growth, and androgen deprivation therapy has been the mainstay of treatment for advanced prostate cancer for many years. A long-standing hypothesis has been that inherited variation in the androgen receptor (AR) gene plays a role in prostate cancer initiation. However, studies to date have been inconclusive and often suffered from small sample sizes. OBJECTIVE AND METHODS: We investigated the association of AR sequence variants with circulating sex hormone levels and prostate cancer risk in 6058 prostate cancer cases and 6725 controls of Caucasian origin within the Breast and Prostate Cancer Cohort Consortium. We genotyped a highly polymorphic CAG microsatellite in exon 1 and six haplotype tagging single nucleotide polymorphisms and tested each genetic variant for association with prostate cancer risk and with sex steroid levels. RESULTS: We observed no association between AR genetic variants and prostate cancer risk. However, there was a strong association between longer CAG repeats and higher levels of testosterone (P = 4.73 x 10(-5)) and estradiol (P = 0.0002), although the amount of variance explained was small (0.4 and 0.7%, respectively). CONCLUSIONS: This study is the largest to date investigating AR sequence variants, sex steroid levels, and prostate cancer risk. Although we observed no association between AR sequence variants and prostate cancer risk, our results support earlier findings of a relation between the number of CAG repeats and circulating levels of testosterone and estradiol
PMCID:2936075
PMID: 20534771
ISSN: 1945-7197
CID: 134359

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

A comprehensive analysis of common IGF1, IGFBP1 and IGFBP3 genetic variation with prospective IGF-I and IGFBP-3 blood levels and prostate cancer risk among Caucasians

Schumacher, Fredrick R; Cheng, Iona; Freedman, Matthew L; Mucci, Lorelei; Allen, Naomi E; Pollak, Michael N; Hayes, Richard B; Stram, Daniel O; Canzian, Federico; Henderson, Brian E; Hunter, David J; Virtamo, Jarmo; Manjer, Jonas; Gaziano, J Michael; Kolonel, Laurence N; Tjonneland, Anne; Albanes, Demetrius; Calle, Eugenia E; Giovannucci, Edward; Crawford, E David; Haiman, Christopher A; Kraft, Peter; Willett, Walter C; Thun, Michael J; Le Marchand, Loic; Kaaks, Rudolf; Feigelson, Heather Spencer; Bueno-de-Mesquita, H Bas; Palli, Domenico; Riboli, Elio; Lund, Eiliv; Amiano, Pilar; Andriole, Gerald; Dunning, Alison M; Trichopoulos, Dimitrios; Stampfer, Meir J; Key, Timothy J; Ma, Jing
The insulin-like growth factor (IGF) pathway has been implicated in prostate development and carcinogenesis. We conducted a comprehensive analysis, utilizing a resequencing and tagging single-nucleotide polymorphism (SNP) approach, between common genetic variation in the IGF1, IGF binding protein (BP) 1, and IGFBP3 genes with IGF-I and IGFBP-3 blood levels, and prostate cancer (PCa) risk, among Caucasians in the NCI Breast and Prostate Cancer Cohort Consortium. We genotyped 14 IGF1 SNPs and 16 IGFBP1/IGFBP3 SNPs to capture common [minor allele frequency (MAF) >or= 5%] variation among Caucasians. For each SNP, we assessed the geometric mean difference in IGF blood levels (N = 5684) across genotypes and the association with PCa risk (6012 PCa cases/6641 controls). We present two-sided statistical tests and correct for multiple comparisons. A non-synonymous IGFBP3 SNP in exon 1, rs2854746 (Gly32Ala), was associated with IGFBP-3 blood levels (P(adj) = 8.8 x 10(-43)) after adjusting for the previously established IGFBP3 promoter polymorphism A-202C (rs2854744); IGFBP-3 blood levels were 6.3% higher for each minor allele. For IGF1 SNP rs4764695, the risk estimates among heterozygotes was 1.01 (99% CI: 0.90-1.14) and 1.20 (99% CI: 1.06-1.37) for variant homozygotes with overall PCa risk. The corrected allelic P-value was 8.7 x 10(-3). IGF-I levels were significantly associated with PCa risk (P(trend) = 0.02) with a 21% increase of PCa risk when compared with the highest quartile to the lowest quartile. We have identified SNPs significantly associated with IGFBP-3 blood levels, but none of these alter PCa risk; however, a novel IGF1 SNP, not associated with IGF-I blood levels, shows preliminary evidence for association with PCa risk among Caucasians
PMCID:2901143
PMID: 20484221
ISSN: 1460-2083
CID: 139026

Body mass index and risk of head and neck cancer in a pooled analysis of case-control studies in the International Head and Neck Cancer Epidemiology (INHANCE) Consortium

Gaudet, Mia M; Olshan, Andrew F; Chuang, Shu-Chun; Berthiller, Julien; Zhang, Zuo-Feng; Lissowska, Jolanta; Zaridze, David; Winn, Deborah M; Wei, Qingyi; Talamini, Renato; Szeszenia-Dabrowska, Neolilia; Sturgis, Erich M; Schwartz, Stephen M; Rudnai, Peter; Eluf-Neto, Jose; Muscat, Joshua; Morgenstern, Hal; Menezes, Ana; Matos, Elena; Bucur, Alexandru; Levi, Fabio; Lazarus, Philip; La Vecchia, Carlo; Koifman, Sergio; Kelsey, Karl; Herrero, Rolando; Hayes, Richard B; Franceschi, Silva; Wunsch-Filho, Victor; Fernandez, Leticia; Fabianova, Eleonora; Daudt, Alexander W; Dal Maso, Luigino; Curado, Maria Paula; Chen, Chu; Castellsague, Xavier; Benhamou, Simone; Boffetta, Paolo; Brennan, Paul; Hashibe, Mia
BACKGROUND: Head and neck cancer (HNC) risk is elevated among lean people and reduced among overweight or obese people in some studies; however, it is unknown whether these associations differ for certain subgroups or are influenced by residual confounding from the effects of alcohol and tobacco use or by other sources of biases. METHODS: We pooled data from 17 case-control studies including 12 716 cases and the 17 438 controls. Odds ratios (ORs) and 95% confidence intervals (CIs) were estimated for associations between body mass index (BMI) at different ages and HNC risk, adjusted for age, sex, centre, race, education, tobacco smoking and alcohol consumption. RESULTS: Adjusted ORs (95% CIs) were elevated for people with BMI at reference (date of diagnosis for cases and date of selection for controls) < or =18.5 kg/m(2) (2.13, 1.75-2.58) and reduced for BMI >25.0-30.0 kg/m(2) (0.52, 0.44-0.60) and BMI > or =30 kg/m(2) (0.43, 0.33-0.57), compared with BMI >18.5-25.0 kg/m(2). These associations did not differ by age, sex, tumour site or control source. Although the increased risk among people with BMI < or =18.5 kg/m(2) was not modified by tobacco smoking or alcohol drinking, the inverse association for people with BMI > 25 kg/m(2) was present only in smokers and drinkers. CONCLUSIONS: In our large pooled analysis, leanness was associated with increased HNC risk regardless of smoking and drinking status, although reverse causality cannot be excluded. The reduced risk among overweight or obese people may indicate body size is a modifier of the risk associated with smoking and drinking. Further clarification may be provided by analyses of prospective cohort and mechanistic studies
PMCID:2929351
PMID: 20123951
ISSN: 1464-3685
CID: 139022

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

Circulating 25-hydroxyvitamin D and risk of esophageal and gastric cancer: Cohort Consortium Vitamin D Pooling Project of Rarer Cancers

Abnet, Christian C; Chen, Yu; Chow, Wong-Ho; Gao, Yu-Tang; Helzlsouer, Kathy J; Le Marchand, Loic; McCullough, Marjorie L; Shikany, James M; Virtamo, Jarmo; Weinstein, Stephanie J; Xiang, Yong-Bing; Yu, Kai; Zheng, Wei; Albanes, Demetrius; Arslan, Alan A; Campbell, David S; Campbell, Peter T; Hayes, Richard B; Horst, Ronald L; Kolonel, Laurence N; Nomura, Abraham M Y; Purdue, Mark P; Snyder, Kirk; Shu, Xiao-Ou
Upper gastrointestinal (GI) cancers of the stomach and esophagus have high incidence and mortality worldwide, but they are uncommon in Western countries. Little information exists on the association between vitamin D and risk of upper GI cancers. This study examined the association between circulating 25-hydroxyvitamin D (25(OH)D) and upper GI cancer risk in the Cohort Consortium Vitamin D Pooling Project of Rarer Cancers. Concentrations of 25(OH)D were measured from 1,065 upper GI cancer cases and 1,066 age-, sex-, race-, and season-of blood draw-matched controls from 8 prospective cohort studies. In multivariate-adjusted models, circulating 25(OH)D concentration was not significantly associated with upper GI cancer risk. Subgroup analysis by race showed that among Asians, but not Caucasians, lower concentrations of 25(OH)D (<25 nmol/L) were associated with a statistically significant decreased risk of upper GI cancer (reference: 50-<75 nmol/L) (odds ratio = 0.53, 95% confidence interval: 0.31, 0.91; P trend = 0.003). Never smokers with concentrations of <25 nmol/L showed a lower risk of upper GI cancers (odds ratio = 0.55, 95% confidence interval: 0.31, 0.96). Subgroup analyses by alcohol consumption produced opposing trends. Results do not support the hypothesis that interventions aimed at increasing vitamin D status would lead to a lower risk of these highly fatal cancers
PMCID:2892544
PMID: 20562192
ISSN: 1476-6256
CID: 114065

Circulating 25-hydroxyvitamin D and risk of non-hodgkin lymphoma: Cohort Consortium Vitamin D Pooling Project of Rarer Cancers

Purdue, Mark P; Freedman, D Michal; Gapstur, Susan M; Helzlsouer, Kathy J; Laden, Francine; Lim, Unhee; Maskarinec, Gertraud; Rothman, Nathaniel; Shu, Xiao-Ou; Stevens, Victoria L; Zeleniuch-Jacquotte, Anne; Albanes, Demetrius; Bertrand, Kimberly; Weinstein, Stephanie J; Yu, Kai; Irish, Lonn; Horst, Ronald L; Hoffman-Bolton, Judith; Giovannucci, Edward L; Kolonel, Laurence N; Snyder, Kirk; Willett, Walter; Arslan, Alan A; Hayes, Richard B; Zheng, Wei; Xiang, Yong-Bing; Hartge, Patricia
Case-control studies generally suggesting an inverse association between sun exposure and non-Hodgkin lymphoma (NHL) have led to speculation that vitamin D may protect against lymphomagenesis. To examine this hypothesis, the authors conducted a pooled investigation of circulating 25-hydroxyvitamin D (25(OH)D) and subsequent NHL risk within 10 cohorts participating in the Cohort Consortium Vitamin D Pooling Project of Rarer Cancers. The authors analyzed measurements from 1,353 cases and 1,778 controls using conditional logistic regression and other methods to estimate the association of 25(OH)D with NHL. No clear evidence of association between categories of 25(OH)D concentration and NHL was observed overall (P(trend) = 0.68) or by sex (men, P(trend) = 0.50; women, P(trend) = 0.16). Findings for other measures (continuous log(25(OH)D), categories of 25(OH)D using sex-/cohort-/season-specific quartiles as cutpoints, categories of season-adjusted residuals of predicted 25(OH)D using quartiles as cutpoints) were generally null, although some measures of increasing 25(OH)D were suggestive of an increased risk for women. Results from stratified analyses and investigations of histologic subtypes of NHL were also null. These findings do not support the hypothesis that elevated circulating 25(OH)D concentration is associated with a reduced risk of NHL. Future research investigating the biologic basis for the sunlight-NHL association should consider alternative mechanisms, such as immunologic effects
PMCID:2892540
PMID: 20562184
ISSN: 1476-6256
CID: 134378