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10. Age- and sex-specific causal effects of adiposity on cardiovascular risk factors

Author

Fall, Tove, Hägg, Sara, Ploner, Alexander, Mägi, Reedik, Fischer, Krista, Draisma, Harmen H M, Sarin, Antti-Pekka, Benyamin, Beben, Ladenvall, Claes, Åkerlund, Mikael, Kals, Mart, Esko, Tõnu, Nelson, Christopher P, Kaakinen, Marika, Huikari, Ville, Mangino, Massimo, Meirhaeghe, Aline, Kristiansson, Kati, Nuotio, Marja-Liisa, Kobl, Michael, Grallert, Harald, Dehghan, Abbas, Kuningas, Maris, de Vries, Paul S, de Bruijn, Renée F A G, Willems, Sara M, Heikkilä, Kauko, Silventoinen, Karri, Pietiläinen, Kirsi H, Legry, Vanessa, Giedraitis, Vilmantas, Goumidi, Louisa, Syvänen, Ann-Christine, Strauch, Konstantin, Koenig, Wolfgang, Lichtner, Peter, Herder, Christian, Palotie, Aarno, Menni, Cristina, Uitterlinden, André G, Kuulasmaa, Kari, Havulinna, Aki S, Moreno, Luis A, Gonzalez-Gross, Marcela, Evans, Alun, Tregouet, David-Alexandre, Yarnell, John W G, Virtamo, Jarmo, Ferrières, Jean, Veronesi, Giovanni, Perola, Markus, Arveiler, Dominique, Brambilla, Paolo, Lind, Lars, Kaprio, Jaakko, Hofman, Albert, Stricker, Bruno H, van Duijn, Cornelia M, Ikram, M Arfan, Franco, Oscar H, Cottel, Dominique, Dallongeville, Jean, Hall, Alistair S, Jula, Antti, Tobin, Martin D, Penninx, Brenda W, Peters, Annette, Gieger, Christian, Samani, Nilesh J, Montgomery, Grant W, Whitfield, John B, Martin, Nicholas G, Groop, Leif, Spector, Tim D, Magnusson, Patrik K, Amouyel, Philippe, Boomsma, Dorret I, Nilsson, Peter M, Järvelin, Marjo-Riitta, Lyssenko, Valeriya, Metspalu, Andres, Strachan, David P, Salomaa, Veikko, Ripatti, Samuli, Pedersen, Nancy L, Prokopenko, Inga, McCarthy, Mark I, Ingelsson, Erik, Fall, Tove, Hägg, Sara, Ploner, Alexander, Mägi, Reedik, Fischer, Krista, Draisma, Harmen H M, Sarin, Antti-Pekka, Benyamin, Beben, Ladenvall, Claes, Åkerlund, Mikael, Kals, Mart, Esko, Tõnu, Nelson, Christopher P, Kaakinen, Marika, Huikari, Ville, Mangino, Massimo, Meirhaeghe, Aline, Kristiansson, Kati, Nuotio, Marja-Liisa, Kobl, Michael, Grallert, Harald, Dehghan, Abbas, Kuningas, Maris, de Vries, Paul S, de Bruijn, Renée F A G, Willems, Sara M, Heikkilä, Kauko, Silventoinen, Karri, Pietiläinen, Kirsi H, Legry, Vanessa, Giedraitis, Vilmantas, Goumidi, Louisa, Syvänen, Ann-Christine, Strauch, Konstantin, Koenig, Wolfgang, Lichtner, Peter, Herder, Christian, Palotie, Aarno, Menni, Cristina, Uitterlinden, André G, Kuulasmaa, Kari, Havulinna, Aki S, Moreno, Luis A, Gonzalez-Gross, Marcela, Evans, Alun, Tregouet, David-Alexandre, Yarnell, John W G, Virtamo, Jarmo, Ferrières, Jean, Veronesi, Giovanni, Perola, Markus, Arveiler, Dominique, Brambilla, Paolo, Lind, Lars, Kaprio, Jaakko, Hofman, Albert, Stricker, Bruno H, van Duijn, Cornelia M, Ikram, M Arfan, Franco, Oscar H, Cottel, Dominique, Dallongeville, Jean, Hall, Alistair S, Jula, Antti, Tobin, Martin D, Penninx, Brenda W, Peters, Annette, Gieger, Christian, Samani, Nilesh J, Montgomery, Grant W, Whitfield, John B, Martin, Nicholas G, Groop, Leif, Spector, Tim D, Magnusson, Patrik K, Amouyel, Philippe, Boomsma, Dorret I, Nilsson, Peter M, Järvelin, Marjo-Riitta, Lyssenko, Valeriya, Metspalu, Andres, Strachan, David P, Salomaa, Veikko, Ripatti, Samuli, Pedersen, Nancy L, Prokopenko, Inga, McCarthy, Mark I, and Ingelsson, Erik

Abstract

Observational studies have reported different effects of adiposity on cardiovascular risk factors across age and sex. Since cardiovascular risk factors are enriched in obese individuals, it has not been easy to dissect the effects of adiposity from those of other risk factors. We used a Mendelian randomization approach, applying a set of 32 genetic markers to estimate the causal effect of adiposity on blood pressure, glycemic indices, circulating lipid levels, and markers of inflammation and liver disease in up to 67,553 individuals. All analyses were stratified by age (cutoff 55 years of age) and sex. The genetic score was associated with BMI in both nonstratified analysis (P = 2.8 × 10(-107)) and stratified analyses (all P < 3.3 × 10(-30)). We found evidence of a causal effect of adiposity on blood pressure, fasting levels of insulin, C-reactive protein, interleukin-6, HDL cholesterol, and triglycerides in a nonstratified analysis and in the <55-year stratum. Further, we found evidence of a smaller causal effect on total cholesterol (P for difference = 0.015) in the ≥55-year stratum than in the <55-year stratum, a finding that could be explained by biology, survival bias, or differential medication. In conclusion, this study extends previous knowledge of the effects of adiposity by providing sex- and age-specific causal estimates on cardiovascular risk factors., T.V. and S.H. contributed equally to this work.

Published
2015
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11. Sex-stratified Genome-wide Association Studies Including 270,000 Individuals Show Sexual Dimorphism in Genetic Loci for Anthropometric Traits

Author

Randall, Joshua C., Winkler, Thomas W., Kutalik, Zoltan, Berndt, Sonja I., Jackson, Anne U., Monda, Keri L., Kilpelaeinen, Tuomas O., Esko, Tonu, Maegi, Reedik, Li, Shengxu, Workalemahu, Tsegaselassie, Feitosa, Mary F., Croteau-Chonka, Damien C., Day, Felix R., Fall, Tove, Ferreira, Teresa, Gustafsson, Stefan, Locke, Adam E., Mathieson, Iain, Scherag, Andre, Vedantam, Sailaja, Wood, Andrew R., Liang, Liming, Steinthorsdottir, Valgerdur, Thorleifsson, Gudmar, Dermitzakis, Emmanouil T., Dimas, Antigone S., Karpe, Fredrik, Min, Josine L., Nicholson, George, Clegg, Deborah J., Person, Thomas, Krohn, Jon P., Bauer, Sabrina, Buechler, Christa, Eisinger, Kristina, Bonnefond, Amelie, Froguel, Philippe, Hottenga, Jouke-Jan, Prokopenko, Inga, Waite, Lindsay L., Harris, Tamara B., Smith, Albert Vernon, Shuldiner, Alan R., McArdle, Wendy L., Caulfield, Mark J., Munroe, Patricia B., Gronberg, Henrik, Chen, Yii-Der Ida, Li, Guo, Beckmann, Jacques S., Johnson, Toby, Thorsteinsdottir, Unnur, Teder-Laving, Maris, Khaw, Kay-Tee, Wareham, Nicholas J., Zhao, Jing Hua, Amin, Najaf, Oostra, Ben A., Kraja, Aldi T., Province, Michael A., Cupples, L. Adrienne, Heard-Costa, Nancy L., Kaprio, Jaakko, Ripatti, Samuli, Surakka, Ida, Collins, Francis S., Saramies, Jouko, Tuomilehto, Jaakko, Jula, Antti, Salomaa, Veikko, Erdmann, Jeanette, Hengstenberg, Christian, Loley, Christina, Schunkert, Heribert, Lamina, Claudia, Wichmann, H. Erich, Albrecht, Eva, Gieger, Christian, Hicks, Andrew A., Johansson, Åsa, Pramstaller, Peter P., Kathiresan, Sekar, Speliotes, Elizabeth K., Penninx, Brenda, Hartikainen, Anna-Liisa, Jarvelin, Marjo-Riitta, Gyllensten, Ulf, Boomsma, Dorret I., Campbell, Harry, Wilson, James F., Chanock, Stephen J., Farrall, Martin, Goel, Anuj, Medina-Gomez, Carolina, Rivadeneira, Fernando, Estrada, Karol, Uitterlinden, Andre G., Hofman, Albert, Zillikens, M. Carola, den Heijer, Martin, Kiemeney, Lambertus A., Maschio, Andrea, Hall, Per, Tyrer, Jonathan, Teumer, Alexander, Voelzke, Henry, Kovacs, Peter, Toenjes, Anke, Mangino, Massimo, Spector, Tim D., Hayward, Caroline, Rudan, Igor, Hall, Alistair S., Samani, Nilesh J., Attwood, Antony Paul, Sambrook, Jennifer G., Hung, Joseph, Palmer, Lyle J., Lokki, Marja-Liisa, Sinisalo, Juha, Boucher, Gabrielle, Huikuri, Heikki, Lorentzon, Mattias, Ohlsson, Claes, Eklund, Niina, Eriksson, Johan G., Barlassina, Cristina, Rivolta, Carlo, Nolte, Ilja M., Snieder, Harold, Van der Klauw, Melanie M., Van Vliet-Ostaptchouk, Jana V., Gejman, Pablo V., Shi, Jianxin, Jacobs, Kevin B., Wang, Zhaoming, Bakker, Stephan J. L., Leach, Irene Mateo, Navis, Gerjan, van der Harst, Pim, Martin, Nicholas G., Medland, Sarah E., Montgomery, Grant W., Yang, Jian, Chasman, Daniel I., Ridker, Paul M., Rose, Lynda M., Lehtimaki, Terho, Raitakari, Olli, Absher, Devin, Iribarren, Carlos, Basart, Hanneke, Hovingh, Kees G., Hyppoenen, Elina, Power, Chris, Anderson, Denise, Beilby, John P., Hui, Jennie, Jolley, Jennifer, Sager, Hendrik, Bornstein, Stefan R., Schwarz, Peter E. H., Kristiansson, Kati, Perola, Markus, Lindstrom, Jaana, Swift, Amy J., Uusitupa, Matti, Atalay, Mustafa, Lakka, Timo A., Rauramaa, Rainer, Bolton, Jennifer L., Fowkes, Gerry, Fraser, Ross M., Price, Jackie F., Fischer, Krista, KrjutAikov, Kaarel, Metspalu, Andres, Mihailov, Evelin, Langenberg, Claudia, Luan, Jian'an, Ong, Ken K., Chines, Peter S., Keinanen-Kiukaanniemi, Sirkka M., Saaristo, Timo E., Edkins, Sarah, Franks, Paul W., Hallmans, Goran, Shungin, Dmitry, Morris, Andrew David, Palmer, Colin N. A., Erbel, Raimund, Moebus, Susanne, Noethen, Markus M., Pechlivanis, Sonali, Hveem, Kristian, Narisu, Narisu, Hamsten, Anders, Humphries, Steve E., Strawbridge, Rona J., Tremoli, Elena, Grallert, Harald, Thorand, Barbara, Illig, Thomas, Koenig, Wolfgang, Mueller-Nurasyid, Martina, Peters, Annette, Boehm, Bernhard O., Kleber, Marcus E., Maerz, Winfried, Winkelmann, Bernhard R., Kuusisto, Johanna, Laakso, Markku, Arveiler, Dominique, Cesana, Giancarlo, Kuulasmaa, Kari, Virtamo, Jarmo, Yarnell, John W. G., Kuh, Diana, Wong, Andrew, Lind, Lars, de Faire, Ulf, Gigante, Bruna, Magnusson, Patrik K. E., Pedersen, Nancy L., Dedoussis, George, Dimitriou, Maria, Kolovou, Genovefa, Kanoni, Stavroula, Stirrups, Kathleen, Bonnycastle, Lori L., Njolstad, Inger, Wilsgaard, Tom, Ganna, Andrea, Rehnberg, Emil, Hingorani, Aroon, Kivimaki, Mika, Kumari, Meena, Assimes, Themistocles L., Barroso, Ine S., Boehnke, Michael, Borecki, Ingrid B., Deloukas, Panos, Fox, Caroline S., Frayling, Timothy, Groop, Leif C., Haritunians, Talin, Hunter, David, Ingelsson, Erik, Kaplan, Robert, Mohlke, Karen L., O'Connell, Jeffrey R., Schlessinger, David, Strachan, David P., Stefansson, Kari, van Duijn, Cornelia M., Abecasis, Goncalo R., McCarthy, Mark I., Hirschhorn, Joel N., Qi, Lu, Loos, Ruth J. F., Lindgren, Cecilia M., North, Kari E., Heid, Iris M., Randall, Joshua C., Winkler, Thomas W., Kutalik, Zoltan, Berndt, Sonja I., Jackson, Anne U., Monda, Keri L., Kilpelaeinen, Tuomas O., Esko, Tonu, Maegi, Reedik, Li, Shengxu, Workalemahu, Tsegaselassie, Feitosa, Mary F., Croteau-Chonka, Damien C., Day, Felix R., Fall, Tove, Ferreira, Teresa, Gustafsson, Stefan, Locke, Adam E., Mathieson, Iain, Scherag, Andre, Vedantam, Sailaja, Wood, Andrew R., Liang, Liming, Steinthorsdottir, Valgerdur, Thorleifsson, Gudmar, Dermitzakis, Emmanouil T., Dimas, Antigone S., Karpe, Fredrik, Min, Josine L., Nicholson, George, Clegg, Deborah J., Person, Thomas, Krohn, Jon P., Bauer, Sabrina, Buechler, Christa, Eisinger, Kristina, Bonnefond, Amelie, Froguel, Philippe, Hottenga, Jouke-Jan, Prokopenko, Inga, Waite, Lindsay L., Harris, Tamara B., Smith, Albert Vernon, Shuldiner, Alan R., McArdle, Wendy L., Caulfield, Mark J., Munroe, Patricia B., Gronberg, Henrik, Chen, Yii-Der Ida, Li, Guo, Beckmann, Jacques S., Johnson, Toby, Thorsteinsdottir, Unnur, Teder-Laving, Maris, Khaw, Kay-Tee, Wareham, Nicholas J., Zhao, Jing Hua, Amin, Najaf, Oostra, Ben A., Kraja, Aldi T., Province, Michael A., Cupples, L. Adrienne, Heard-Costa, Nancy L., Kaprio, Jaakko, Ripatti, Samuli, Surakka, Ida, Collins, Francis S., Saramies, Jouko, Tuomilehto, Jaakko, Jula, Antti, Salomaa, Veikko, Erdmann, Jeanette, Hengstenberg, Christian, Loley, Christina, Schunkert, Heribert, Lamina, Claudia, Wichmann, H. Erich, Albrecht, Eva, Gieger, Christian, Hicks, Andrew A., Johansson, Åsa, Pramstaller, Peter P., Kathiresan, Sekar, Speliotes, Elizabeth K., Penninx, Brenda, Hartikainen, Anna-Liisa, Jarvelin, Marjo-Riitta, Gyllensten, Ulf, Boomsma, Dorret I., Campbell, Harry, Wilson, James F., Chanock, Stephen J., Farrall, Martin, Goel, Anuj, Medina-Gomez, Carolina, Rivadeneira, Fernando, Estrada, Karol, Uitterlinden, Andre G., Hofman, Albert, Zillikens, M. Carola, den Heijer, Martin, Kiemeney, Lambertus A., Maschio, Andrea, Hall, Per, Tyrer, Jonathan, Teumer, Alexander, Voelzke, Henry, Kovacs, Peter, Toenjes, Anke, Mangino, Massimo, Spector, Tim D., Hayward, Caroline, Rudan, Igor, Hall, Alistair S., Samani, Nilesh J., Attwood, Antony Paul, Sambrook, Jennifer G., Hung, Joseph, Palmer, Lyle J., Lokki, Marja-Liisa, Sinisalo, Juha, Boucher, Gabrielle, Huikuri, Heikki, Lorentzon, Mattias, Ohlsson, Claes, Eklund, Niina, Eriksson, Johan G., Barlassina, Cristina, Rivolta, Carlo, Nolte, Ilja M., Snieder, Harold, Van der Klauw, Melanie M., Van Vliet-Ostaptchouk, Jana V., Gejman, Pablo V., Shi, Jianxin, Jacobs, Kevin B., Wang, Zhaoming, Bakker, Stephan J. L., Leach, Irene Mateo, Navis, Gerjan, van der Harst, Pim, Martin, Nicholas G., Medland, Sarah E., Montgomery, Grant W., Yang, Jian, Chasman, Daniel I., Ridker, Paul M., Rose, Lynda M., Lehtimaki, Terho, Raitakari, Olli, Absher, Devin, Iribarren, Carlos, Basart, Hanneke, Hovingh, Kees G., Hyppoenen, Elina, Power, Chris, Anderson, Denise, Beilby, John P., Hui, Jennie, Jolley, Jennifer, Sager, Hendrik, Bornstein, Stefan R., Schwarz, Peter E. H., Kristiansson, Kati, Perola, Markus, Lindstrom, Jaana, Swift, Amy J., Uusitupa, Matti, Atalay, Mustafa, Lakka, Timo A., Rauramaa, Rainer, Bolton, Jennifer L., Fowkes, Gerry, Fraser, Ross M., Price, Jackie F., Fischer, Krista, KrjutAikov, Kaarel, Metspalu, Andres, Mihailov, Evelin, Langenberg, Claudia, Luan, Jian'an, Ong, Ken K., Chines, Peter S., Keinanen-Kiukaanniemi, Sirkka M., Saaristo, Timo E., Edkins, Sarah, Franks, Paul W., Hallmans, Goran, Shungin, Dmitry, Morris, Andrew David, Palmer, Colin N. A., Erbel, Raimund, Moebus, Susanne, Noethen, Markus M., Pechlivanis, Sonali, Hveem, Kristian, Narisu, Narisu, Hamsten, Anders, Humphries, Steve E., Strawbridge, Rona J., Tremoli, Elena, Grallert, Harald, Thorand, Barbara, Illig, Thomas, Koenig, Wolfgang, Mueller-Nurasyid, Martina, Peters, Annette, Boehm, Bernhard O., Kleber, Marcus E., Maerz, Winfried, Winkelmann, Bernhard R., Kuusisto, Johanna, Laakso, Markku, Arveiler, Dominique, Cesana, Giancarlo, Kuulasmaa, Kari, Virtamo, Jarmo, Yarnell, John W. G., Kuh, Diana, Wong, Andrew, Lind, Lars, de Faire, Ulf, Gigante, Bruna, Magnusson, Patrik K. E., Pedersen, Nancy L., Dedoussis, George, Dimitriou, Maria, Kolovou, Genovefa, Kanoni, Stavroula, Stirrups, Kathleen, Bonnycastle, Lori L., Njolstad, Inger, Wilsgaard, Tom, Ganna, Andrea, Rehnberg, Emil, Hingorani, Aroon, Kivimaki, Mika, Kumari, Meena, Assimes, Themistocles L., Barroso, Ine S., Boehnke, Michael, Borecki, Ingrid B., Deloukas, Panos, Fox, Caroline S., Frayling, Timothy, Groop, Leif C., Haritunians, Talin, Hunter, David, Ingelsson, Erik, Kaplan, Robert, Mohlke, Karen L., O'Connell, Jeffrey R., Schlessinger, David, Strachan, David P., Stefansson, Kari, van Duijn, Cornelia M., Abecasis, Goncalo R., McCarthy, Mark I., Hirschhorn, Joel N., Qi, Lu, Loos, Ruth J. F., Lindgren, Cecilia M., North, Kari E., and Heid, Iris M.

Abstract

Given the anthropometric differences between men and women and previous evidence of sex-difference in genetic effects, we conducted a genome-wide search for sexually dimorphic associations with height, weight, body mass index, waist circumference, hip circumference, and waist-to-hip-ratio (133,723 individuals) and took forward 348 SNPs into follow-up (additional 137,052 individuals) in a total of 94 studies. Seven loci displayed significant sex-difference (FDR<5%), including four previously established (near GRB14/COBLL1, LYPLAL1/SLC30A10, VEGFA, ADAMTS9) and three novel anthropometric trait loci (near MAP3K1, HSD17B4, PPARG), all of which were genome-wide significant in women (P<5x10(-8)), but not in men. Sex-differences were apparent only for waist phenotypes, not for height, weight, BMI, or hip circumference. Moreover, we found no evidence for genetic effects with opposite directions in men versus women. The PPARG locus is of specific interest due to its role in diabetes genetics and therapy. Our results demonstrate the value of sex-specific GWAS to unravel the sexually dimorphic genetic underpinning of complex traits.

Published
2013
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12. Sex-stratified Genome-wide Association Studies Including 270,000 Individuals Show Sexual Dimorphism in Genetic Loci for Anthropometric Traits

Author

University of Helsinki, Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Samuli Olli Ripatti / Principal Investigator, University of Helsinki, Department of Public Health, University of Helsinki, Haartman Institute, University of Helsinki, Clinicum, University of Helsinki, Diabetes and Obesity Research Program, University of Helsinki, Department of Public Health (-2009), Randall, Joshua C., Winkler, Thomas W., Kutalik, Zoltan, Berndt, Sonja I., Jackson, Anne U., Monda, Keri L., Kilpelaeinen, Tuomas O., Esko, Tonu, Maegi, Reedik, Li, Shengxu, Workalemahu, Tsegaselassie, Feitosa, Mary F., Croteau-Chonka, Damien C., Day, Felix R., Fall, Tove, Ferreira, Teresa, Gustafsson, Stefan, Locke, Adam E., Mathieson, Iain, Scherag, Andre, Vedantam, Sailaja, Wood, Andrew R., Liang, Liming, Steinthorsdottir, Valgerdur, Thorleifsson, Gudmar, Dermitzakis, Emmanouil T., Dimas, Antigone S., Karpe, Fredrik, Min, Josine L., Nicholson, George, Clegg, Deborah J., Person, Thomas, Krohn, Jon P., Bauer, Sabrina, Buechler, Christa, Eisinger, Kristina, Bonnefond, Amelie, Froguel, Philippe, Hottenga, Jouke-Jan, Prokopenko, Inga, Waite, Lindsay L., Harris, Tamara B., Smith, Albert Vernon, Shuldiner, Alan R., McArdle, Wendy L., Caulfield, Mark J., Munroe, Patricia B., Gronberg, Henrik, Chen, Yii-Der Ida, Li, Guo, Beckmann, Jacques S., Johnson, Toby, Thorsteinsdottir, Unnur, Teder-Laving, Maris, Khaw, Kay-Tee, Wareham, Nicholas J., Zhao, Jing Hua, Amin, Najaf, Oostra, Ben A., Kraja, Aldi T., Province, Michael A., Cupples, L. Adrienne, Heard-Costa, Nancy L., Kaprio, Jaakko, Ripatti, Samuli, Surakka, Ida, Collins, Francis S., Saramies, Jouko, Tuomilehto, Jaakko, Jula, Antti, Salomaa, Veikko, Erdmann, Jeanette, Hengstenberg, Christian, Loley, Christina, Schunkert, Heribert, Lamina, Claudia, Wichmann, H. Erich, Albrecht, Eva, Gieger, Christian, Hicks, Andrew A., Johansson, Asa, Pramstaller, Peter P., Kathiresan, Sekar, Speliotes, Elizabeth K., Penninx, Brenda, Hartikainen, Anna-Liisa, Jarvelin, Marjo-Riitta, Gyllensten, Ulf, Boomsma, Dorret I., Campbell, Harry, Wilson, James F., Chanock, Stephen J., Farrall, Martin, Goel, Anuj, Medina-Gomez, Carolina, Rivadeneira, Fernando, Estrada, Karol, Uitterlinden, Andre G., Hofman, Albert, Zillikens, M. Carola, den Heijer, Martin, Kiemeney, Lambertus A., Maschio, Andrea, Hall, Per, Tyrer, Jonathan, Teumer, Alexander, Voelzke, Henry, Kovacs, Peter, Toenjes, Anke, Mangino, Massimo, Spector, Tim D., Hayward, Caroline, Rudan, Igor, Hall, Alistair S., Samani, Nilesh J., Attwood, Antony Paul, Sambrook, Jennifer G., Hung, Joseph, Palmer, Lyle J., Lokki, Marja-Liisa, Sinisalo, Juha-Pekka, Boucher, Gabrielle, Huikuri, Heikki, Lorentzon, Mattias, Ohlsson, Claes, Eklund, Niina, Eriksson, Johan G., Barlassina, Cristina, Rivolta, Carlo, Nolte, Ilja M., Snieder, Harold, Van der Klauw, Melanie M., Van Vliet-Ostaptchouk, Jana V., Gejman, Pablo V., Shi, Jianxin, Jacobs, Kevin B., Wang, Zhaoming, Bakker, Stephan J. L., Leach, Irene Mateo, Navis, Gerjan, van der Harst, Pim, Martin, Nicholas G., Medland, Sarah E., Montgomery, Grant W., Yang, Jian, Chasman, Daniel I., Ridker, Paul M., Rose, Lynda M., Lehtimaki, Terho, Raitakari, Olli, Absher, Devin, Iribarren, Carlos, Basart, Hanneke, Hovingh, Kees G., Hyppoenen, Elina, Power, Chris, Anderson, Denise, Beilby, John P., Hui, Jennie, Jolley, Jennifer, Sager, Hendrik, Bornstein, Stefan R., Schwarz, Peter E. H., Kristiansson, Kati, Perola, Markus, Lindstrom, Jaana, Swift, Amy J., Uusitupa, Matti, Atalay, Mustafa, Lakka, Timo A., Rauramaa, Rainer, Bolton, Jennifer L., Fowkes, Gerry, Fraser, Ross M., Price, Jackie F., Fischer, Krista, KrjutAikov, Kaarel, Metspalu, Andres, Mihailov, Evelin, Langenberg, Claudia, Luan, Jian'an, Ong, Ken K., Chines, Peter S., Keinanen-Kiukaanniemi, Sirkka M., Saaristo, Timo E., Edkins, Sarah, Franks, Paul W., Hallmans, Goran, Shungin, Dmitry, Morris, Andrew David, Palmer, Colin N. A., Erbel, Raimund, Moebus, Susanne, Noethen, Markus M., Pechlivanis, Sonali, Hveem, Kristian, Narisu, Narisu, Hamsten, Anders, Humphries, Steve E., Strawbridge, Rona J., Tremoli, Elena, Grallert, Harald, Thorand, Barbara, Illig, Thomas, Koenig, Wolfgang, Mueller-Nurasyid, Martina, Peters, Annette, Boehm, Bernhard O., Kleber, Marcus E., Maerz, Winfried, Winkelmann, Bernhard R., Kuusisto, Johanna, Laakso, Markku, Arveiler, Dominique, Cesana, Giancarlo, Kuulasmaa, Kari, Virtamo, Jarmo, Yarnell, John W. G., Kuh, Diana, Wong, Andrew, Lind, Lars, de Faire, Ulf, Gigante, Bruna, Magnusson, Patrik K. E., Pedersen, Nancy L., Dedoussis, George, Dimitriou, Maria, Kolovou, Genovefa, Kanoni, Stavroula, Stirrups, Kathleen, Bonnycastle, Lori L., Njolstad, Inger, Wilsgaard, Tom, Ganna, Andrea, Rehnberg, Emil, Hingorani, Aroon, Kivimäki, Mika, Kumari, Meena, Assimes, Themistocles L., Barroso, Ine S., Boehnke, Michael, Borecki, Ingrid B., Deloukas, Panos, Fox, Caroline S., Frayling, Timothy, Groop, Leif C., Haritunians, Talin, Hunter, David, Ingelsson, Erik, Kaplan, Robert, Mohlke, Karen L., O'Connell, Jeffrey R., Schlessinger, David, Strachan, David P., Stefansson, Kari, van Duijn, Cornelia M., Abecasis, Goncalo R., McCarthy, Mark I., Hirschhorn, Joel N., Qi, Lu, Loos, Ruth J. F., Lindgren, Cecilia M., North, Kari E., Heid, Iris M., Consortium, DIAGRAM, Investigators, MAGIC, University of Helsinki, Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Samuli Olli Ripatti / Principal Investigator, University of Helsinki, Department of Public Health, University of Helsinki, Haartman Institute, University of Helsinki, Clinicum, University of Helsinki, Diabetes and Obesity Research Program, University of Helsinki, Department of Public Health (-2009), Randall, Joshua C., Winkler, Thomas W., Kutalik, Zoltan, Berndt, Sonja I., Jackson, Anne U., Monda, Keri L., Kilpelaeinen, Tuomas O., Esko, Tonu, Maegi, Reedik, Li, Shengxu, Workalemahu, Tsegaselassie, Feitosa, Mary F., Croteau-Chonka, Damien C., Day, Felix R., Fall, Tove, Ferreira, Teresa, Gustafsson, Stefan, Locke, Adam E., Mathieson, Iain, Scherag, Andre, Vedantam, Sailaja, Wood, Andrew R., Liang, Liming, Steinthorsdottir, Valgerdur, Thorleifsson, Gudmar, Dermitzakis, Emmanouil T., Dimas, Antigone S., Karpe, Fredrik, Min, Josine L., Nicholson, George, Clegg, Deborah J., Person, Thomas, Krohn, Jon P., Bauer, Sabrina, Buechler, Christa, Eisinger, Kristina, Bonnefond, Amelie, Froguel, Philippe, Hottenga, Jouke-Jan, Prokopenko, Inga, Waite, Lindsay L., Harris, Tamara B., Smith, Albert Vernon, Shuldiner, Alan R., McArdle, Wendy L., Caulfield, Mark J., Munroe, Patricia B., Gronberg, Henrik, Chen, Yii-Der Ida, Li, Guo, Beckmann, Jacques S., Johnson, Toby, Thorsteinsdottir, Unnur, Teder-Laving, Maris, Khaw, Kay-Tee, Wareham, Nicholas J., Zhao, Jing Hua, Amin, Najaf, Oostra, Ben A., Kraja, Aldi T., Province, Michael A., Cupples, L. Adrienne, Heard-Costa, Nancy L., Kaprio, Jaakko, Ripatti, Samuli, Surakka, Ida, Collins, Francis S., Saramies, Jouko, Tuomilehto, Jaakko, Jula, Antti, Salomaa, Veikko, Erdmann, Jeanette, Hengstenberg, Christian, Loley, Christina, Schunkert, Heribert, Lamina, Claudia, Wichmann, H. Erich, Albrecht, Eva, Gieger, Christian, Hicks, Andrew A., Johansson, Asa, Pramstaller, Peter P., Kathiresan, Sekar, Speliotes, Elizabeth K., Penninx, Brenda, Hartikainen, Anna-Liisa, Jarvelin, Marjo-Riitta, Gyllensten, Ulf, Boomsma, Dorret I., Campbell, Harry, Wilson, James F., Chanock, Stephen J., Farrall, Martin, Goel, Anuj, Medina-Gomez, Carolina, Rivadeneira, Fernando, Estrada, Karol, Uitterlinden, Andre G., Hofman, Albert, Zillikens, M. Carola, den Heijer, Martin, Kiemeney, Lambertus A., Maschio, Andrea, Hall, Per, Tyrer, Jonathan, Teumer, Alexander, Voelzke, Henry, Kovacs, Peter, Toenjes, Anke, Mangino, Massimo, Spector, Tim D., Hayward, Caroline, Rudan, Igor, Hall, Alistair S., Samani, Nilesh J., Attwood, Antony Paul, Sambrook, Jennifer G., Hung, Joseph, Palmer, Lyle J., Lokki, Marja-Liisa, Sinisalo, Juha-Pekka, Boucher, Gabrielle, Huikuri, Heikki, Lorentzon, Mattias, Ohlsson, Claes, Eklund, Niina, Eriksson, Johan G., Barlassina, Cristina, Rivolta, Carlo, Nolte, Ilja M., Snieder, Harold, Van der Klauw, Melanie M., Van Vliet-Ostaptchouk, Jana V., Gejman, Pablo V., Shi, Jianxin, Jacobs, Kevin B., Wang, Zhaoming, Bakker, Stephan J. L., Leach, Irene Mateo, Navis, Gerjan, van der Harst, Pim, Martin, Nicholas G., Medland, Sarah E., Montgomery, Grant W., Yang, Jian, Chasman, Daniel I., Ridker, Paul M., Rose, Lynda M., Lehtimaki, Terho, Raitakari, Olli, Absher, Devin, Iribarren, Carlos, Basart, Hanneke, Hovingh, Kees G., Hyppoenen, Elina, Power, Chris, Anderson, Denise, Beilby, John P., Hui, Jennie, Jolley, Jennifer, Sager, Hendrik, Bornstein, Stefan R., Schwarz, Peter E. H., Kristiansson, Kati, Perola, Markus, Lindstrom, Jaana, Swift, Amy J., Uusitupa, Matti, Atalay, Mustafa, Lakka, Timo A., Rauramaa, Rainer, Bolton, Jennifer L., Fowkes, Gerry, Fraser, Ross M., Price, Jackie F., Fischer, Krista, KrjutAikov, Kaarel, Metspalu, Andres, Mihailov, Evelin, Langenberg, Claudia, Luan, Jian'an, Ong, Ken K., Chines, Peter S., Keinanen-Kiukaanniemi, Sirkka M., Saaristo, Timo E., Edkins, Sarah, Franks, Paul W., Hallmans, Goran, Shungin, Dmitry, Morris, Andrew David, Palmer, Colin N. A., Erbel, Raimund, Moebus, Susanne, Noethen, Markus M., Pechlivanis, Sonali, Hveem, Kristian, Narisu, Narisu, Hamsten, Anders, Humphries, Steve E., Strawbridge, Rona J., Tremoli, Elena, Grallert, Harald, Thorand, Barbara, Illig, Thomas, Koenig, Wolfgang, Mueller-Nurasyid, Martina, Peters, Annette, Boehm, Bernhard O., Kleber, Marcus E., Maerz, Winfried, Winkelmann, Bernhard R., Kuusisto, Johanna, Laakso, Markku, Arveiler, Dominique, Cesana, Giancarlo, Kuulasmaa, Kari, Virtamo, Jarmo, Yarnell, John W. G., Kuh, Diana, Wong, Andrew, Lind, Lars, de Faire, Ulf, Gigante, Bruna, Magnusson, Patrik K. E., Pedersen, Nancy L., Dedoussis, George, Dimitriou, Maria, Kolovou, Genovefa, Kanoni, Stavroula, Stirrups, Kathleen, Bonnycastle, Lori L., Njolstad, Inger, Wilsgaard, Tom, Ganna, Andrea, Rehnberg, Emil, Hingorani, Aroon, Kivimäki, Mika, Kumari, Meena, Assimes, Themistocles L., Barroso, Ine S., Boehnke, Michael, Borecki, Ingrid B., Deloukas, Panos, Fox, Caroline S., Frayling, Timothy, Groop, Leif C., Haritunians, Talin, Hunter, David, Ingelsson, Erik, Kaplan, Robert, Mohlke, Karen L., O'Connell, Jeffrey R., Schlessinger, David, Strachan, David P., Stefansson, Kari, van Duijn, Cornelia M., Abecasis, Goncalo R., McCarthy, Mark I., Hirschhorn, Joel N., Qi, Lu, Loos, Ruth J. F., Lindgren, Cecilia M., North, Kari E., Heid, Iris M., Consortium, DIAGRAM, and Investigators, MAGIC

Published
2013

13. Sex-stratified genome-wide association studies including 270,000 individuals show sexual dimorphism in genetic loci for anthropometric traits

Author

MAGIC Investigators, Randall, Joshua C., Winkler, Thomas W., Kutalik, Zoltán, I. Berndt, Sonja, Jackson, Anne U., Monda, Keri L., Kilpeläinen, Tuomas O., Esko, Tõnu, Mägi, Reedik, Li, Shengxu, Workalemahu, Tsegaselassie, Feitosa, Mary F., Croteau-Chonka, Damien C., Day, Felix R., Fall, Tove, Ferreira, Teresa, Gustafsson, Stefan, Locke, Adam E., Mathieson, Iain, Scherag, André, Vedantam, Sailaja, Wood, Andrew R., Liang, Liming, Steinthorsdottir, Valgerdur, Thorleifsson, Gudmar, Dermitzakis, Emmanouil T., Dimas, Antigone S., Karpe, Fredrik, Min, Josine L., Nicholson, George, Clegg, Deborah J., Person, Thomas, Krohn, Jon P., Bauer, Sabrina, Buechler, Christa, Eisinger, Kristina, Bonnefond, Amélie, Froguel, Philippe, Hottenga, Jouke-Jan, Prokopenko, Inga, Waite, Lindsay L., Harris, Tamara B., Smith, Albert Vernon, Shuldiner, Alan R., McArdle, Wendy L., Caulfield, Mark J., Munroe, Patricia B., Grönberg, Henrik, Chen, Yii-Der Ida, Li, Guo, Beckmann, Jacques S., Johnson, Toby, Thorsteinsdottir, Unnur, Teder-Laving, Maris, Khaw, Kay-Tee, Wareham, Nicholas J., Zhao, Jing Hua, Amin, Najaf, Oostra, Ben A., Kraja, Aldi T., Province, Michael A., Cupples, L. Adrienne, Heard-Costa, Nancy L., Kaprio, Jaakko, Ripatti, Samuli, Surakka, Ida, Collins, Francis S., Saramies, Jouko, Tuomilehto, Jaakko, Jula, Antti, Salomaa, Veikko, Erdmann, Jeanette, Hengstenberg, Christian, Loley, Christina, Schunkert, Heribert, Lamina, Claudia, Wichmann, Heinz Erich, Albrecht, Eva, Gieger, Christian, Hicks, Andrew A., Johansson, Åsa, Pramstaller, Peter P., Kathiresan, Sekar, Speliotes, Elizabeth K., Penninx, Brenda, Hartikainen, Anna-Liisa, Jarvelin, Marjo-Riitta, Gyllensten, Ulf, Boomsma, Dorret I., Campbell, Harry, Wilson, James F., Chanock, Stephen J., Farrall, Martin, Goel, Anuj, Medina-Gomez, Carolina, Rivadeneira, Fernando, Estrada, Karol, Uitterlinden, André G., Hofman, Albert, Zillikens, M. Carola, Heijer, Martin den, Kiemeney, Lambertus Adrianus, Maschio, Andrea, Hall, Per, Tyrer, Jonathan, Teumer, Alexander, Völzke, Henry, Kovacs, Peter, Tönjes, Anke, Mangino, Massimo, Spector, Tim D., Hayward, Caroline, Rudan, Igor, Hall, Alistair S., Samani, Nilesh J., Attwood, Antony Paul, Sambrook, Jennifer G., Hung, Joseph, Palmer, Lyle J., Lokki, Marja-Liisa, Sinisalo, Juha, Boucher, Gabrielle, Huikuri, Heikki, Lorentzon, Mattias, Ohlsson, Claes, Eklund, Niina, Eriksson, Johan G., Barlassina, Cristina, Rivolta, Carlo, Nolte, Ilja M., Snieder, Harold, Klauw, Melanie M. van der, Vliet-Ostaptchouk, Jana V. van, Gejman, Pablo V., Shi, Jianxin, Jacobs, Kevin B., Wang, Zhaoming, Bakker, Stephan J. L., Mateo Leach, Irene, Navis, Gerjan, Harst, Pim van der, Martin, Nicholas Gordon, Medland, Sarah E., Montgomery, Grant W., Yang, Jian, Chasman, Daniel I., Ridker, Paul M., Rose, Lynda M., Lehtimäki, Terho, Raitakari, Olli, Absher, Devin, Iribarren, Carlos, Basart, Hanneke, Hovingh, Kees G., Hyppönen, Elina, Power, Chris, Anderson, Denise, Beilby, John P., Hui, Jennie, Jolley, Jennifer, Sager, Hendrik, Bornstein, Stefan R., Schwarz, Peter E. H., Kristiansson, Kati, Perola, Markus, Lindström, Jaana, Swift, Amy J., Uusitupa, Matti, Atalay, Mustafa, Lakka, Timo A., Rauramaa, Rainer, Bolton, Jennifer L., Fowkes, Gerry, Fraser, Ross M., Price, Jackie F., Fischer, Krista, KrjutÅ¡kov, Kaarel, Metspalu, Andres, Mihailov, Evelin, Langenberg, Claudia, Luan, Jian'an, Ong, Ken K., Chines, Peter S., Keinanen-Kiukaanniemi, Sirkka M., Saaristo, Timo E., Edkins, Sarah, Franks, Paul W., Hallmans, Göran, Shungin, Dmitry, Morris, Andrew David, Palmer, Colin N. A., Erbel, Raimund, Moebus, Susanne, Nöthen, Markus Maria, Pechlivanis, Sonali, Hveem, Kristian, Narisu, Narisu, Hamsten, Anders, Humphries, Steve E., Strawbridge, Rona J., Tremoli, Elena, Grallert, Harald, Thorand, Barbara, Illig, Thomas, Koenig, Wolfgang, Müller-Nurasyid, Martina, Peters, Annette, Böhm, Bernhard O., Kleber, Marcus E., März, Winfried, Winkelmann, Bernhard R., Kuusisto, Johanna, Laakso, Markku, Arveiler, Dominique, Cesana, Giancarlo, Kuulasmaa, Kari, Virtamo, Jarmo, Yarnell, John W. G., Kuh, Diana, Wong, Andrew, Lind, Lars, Faire, Ulf de, Gigante, Bruna, Magnusson, Patrik K. E., Pedersen, Nancy L., Dedoussis, George, Dimitriou, Maria, Kolovou, Genovefa, Kanoni, Stavroula, Stirrups, Kathleen, Bonnycastle, Lori L., Njølstad, Inger, Wilsgaard, Tom, Ganna, Andrea, Rehnberg, Emil, Hingorani, Aroon, Kivimaki, Mika, Kumari, Meena, Assimes, Themistocles L., Barroso, Inês, Boehnke, Michael, Borecki, Ingrid B., Deloukas, Panos, Fox, Caroline S., Frayling, Timothy, Groop, Leif C., Haritunians, Talin, Hunter, David, Ingelsson, Erik, Kaplan, Robert, Mohlke, Karen L., North, Kari E., Lindgren, Cecilia M., Qi, Lu, Loos, Ruth J. F., Heid, Iris M., Hirschhorn, Joel N., McCarthy, Mark I., Abecasis, Gonçalo R., Stefansson, Kari, Strachan, David P., Schlessinger, David, O'Connell, Jeffrey R., Duijn, Cornelia M. van, MAGIC Investigators, Randall, Joshua C., Winkler, Thomas W., Kutalik, Zoltán, I. Berndt, Sonja, Jackson, Anne U., Monda, Keri L., Kilpeläinen, Tuomas O., Esko, Tõnu, Mägi, Reedik, Li, Shengxu, Workalemahu, Tsegaselassie, Feitosa, Mary F., Croteau-Chonka, Damien C., Day, Felix R., Fall, Tove, Ferreira, Teresa, Gustafsson, Stefan, Locke, Adam E., Mathieson, Iain, Scherag, André, Vedantam, Sailaja, Wood, Andrew R., Liang, Liming, Steinthorsdottir, Valgerdur, Thorleifsson, Gudmar, Dermitzakis, Emmanouil T., Dimas, Antigone S., Karpe, Fredrik, Min, Josine L., Nicholson, George, Clegg, Deborah J., Person, Thomas, Krohn, Jon P., Bauer, Sabrina, Buechler, Christa, Eisinger, Kristina, Bonnefond, Amélie, Froguel, Philippe, Hottenga, Jouke-Jan, Prokopenko, Inga, Waite, Lindsay L., Harris, Tamara B., Smith, Albert Vernon, Shuldiner, Alan R., McArdle, Wendy L., Caulfield, Mark J., Munroe, Patricia B., Grönberg, Henrik, Chen, Yii-Der Ida, Li, Guo, Beckmann, Jacques S., Johnson, Toby, Thorsteinsdottir, Unnur, Teder-Laving, Maris, Khaw, Kay-Tee, Wareham, Nicholas J., Zhao, Jing Hua, Amin, Najaf, Oostra, Ben A., Kraja, Aldi T., Province, Michael A., Cupples, L. Adrienne, Heard-Costa, Nancy L., Kaprio, Jaakko, Ripatti, Samuli, Surakka, Ida, Collins, Francis S., Saramies, Jouko, Tuomilehto, Jaakko, Jula, Antti, Salomaa, Veikko, Erdmann, Jeanette, Hengstenberg, Christian, Loley, Christina, Schunkert, Heribert, Lamina, Claudia, Wichmann, Heinz Erich, Albrecht, Eva, Gieger, Christian, Hicks, Andrew A., Johansson, Åsa, Pramstaller, Peter P., Kathiresan, Sekar, Speliotes, Elizabeth K., Penninx, Brenda, Hartikainen, Anna-Liisa, Jarvelin, Marjo-Riitta, Gyllensten, Ulf, Boomsma, Dorret I., Campbell, Harry, Wilson, James F., Chanock, Stephen J., Farrall, Martin, Goel, Anuj, Medina-Gomez, Carolina, Rivadeneira, Fernando, Estrada, Karol, Uitterlinden, André G., Hofman, Albert, Zillikens, M. Carola, Heijer, Martin den, Kiemeney, Lambertus Adrianus, Maschio, Andrea, Hall, Per, Tyrer, Jonathan, Teumer, Alexander, Völzke, Henry, Kovacs, Peter, Tönjes, Anke, Mangino, Massimo, Spector, Tim D., Hayward, Caroline, Rudan, Igor, Hall, Alistair S., Samani, Nilesh J., Attwood, Antony Paul, Sambrook, Jennifer G., Hung, Joseph, Palmer, Lyle J., Lokki, Marja-Liisa, Sinisalo, Juha, Boucher, Gabrielle, Huikuri, Heikki, Lorentzon, Mattias, Ohlsson, Claes, Eklund, Niina, Eriksson, Johan G., Barlassina, Cristina, Rivolta, Carlo, Nolte, Ilja M., Snieder, Harold, Klauw, Melanie M. van der, Vliet-Ostaptchouk, Jana V. van, Gejman, Pablo V., Shi, Jianxin, Jacobs, Kevin B., Wang, Zhaoming, Bakker, Stephan J. L., Mateo Leach, Irene, Navis, Gerjan, Harst, Pim van der, Martin, Nicholas Gordon, Medland, Sarah E., Montgomery, Grant W., Yang, Jian, Chasman, Daniel I., Ridker, Paul M., Rose, Lynda M., Lehtimäki, Terho, Raitakari, Olli, Absher, Devin, Iribarren, Carlos, Basart, Hanneke, Hovingh, Kees G., Hyppönen, Elina, Power, Chris, Anderson, Denise, Beilby, John P., Hui, Jennie, Jolley, Jennifer, Sager, Hendrik, Bornstein, Stefan R., Schwarz, Peter E. H., Kristiansson, Kati, Perola, Markus, Lindström, Jaana, Swift, Amy J., Uusitupa, Matti, Atalay, Mustafa, Lakka, Timo A., Rauramaa, Rainer, Bolton, Jennifer L., Fowkes, Gerry, Fraser, Ross M., Price, Jackie F., Fischer, Krista, KrjutÅ¡kov, Kaarel, Metspalu, Andres, Mihailov, Evelin, Langenberg, Claudia, Luan, Jian'an, Ong, Ken K., Chines, Peter S., Keinanen-Kiukaanniemi, Sirkka M., Saaristo, Timo E., Edkins, Sarah, Franks, Paul W., Hallmans, Göran, Shungin, Dmitry, Morris, Andrew David, Palmer, Colin N. A., Erbel, Raimund, Moebus, Susanne, Nöthen, Markus Maria, Pechlivanis, Sonali, Hveem, Kristian, Narisu, Narisu, Hamsten, Anders, Humphries, Steve E., Strawbridge, Rona J., Tremoli, Elena, Grallert, Harald, Thorand, Barbara, Illig, Thomas, Koenig, Wolfgang, Müller-Nurasyid, Martina, Peters, Annette, Böhm, Bernhard O., Kleber, Marcus E., März, Winfried, Winkelmann, Bernhard R., Kuusisto, Johanna, Laakso, Markku, Arveiler, Dominique, Cesana, Giancarlo, Kuulasmaa, Kari, Virtamo, Jarmo, Yarnell, John W. G., Kuh, Diana, Wong, Andrew, Lind, Lars, Faire, Ulf de, Gigante, Bruna, Magnusson, Patrik K. E., Pedersen, Nancy L., Dedoussis, George, Dimitriou, Maria, Kolovou, Genovefa, Kanoni, Stavroula, Stirrups, Kathleen, Bonnycastle, Lori L., Njølstad, Inger, Wilsgaard, Tom, Ganna, Andrea, Rehnberg, Emil, Hingorani, Aroon, Kivimaki, Mika, Kumari, Meena, Assimes, Themistocles L., Barroso, Inês, Boehnke, Michael, Borecki, Ingrid B., Deloukas, Panos, Fox, Caroline S., Frayling, Timothy, Groop, Leif C., Haritunians, Talin, Hunter, David, Ingelsson, Erik, Kaplan, Robert, Mohlke, Karen L., North, Kari E., Lindgren, Cecilia M., Qi, Lu, Loos, Ruth J. F., Heid, Iris M., Hirschhorn, Joel N., McCarthy, Mark I., Abecasis, Gonçalo R., Stefansson, Kari, Strachan, David P., Schlessinger, David, O'Connell, Jeffrey R., and Duijn, Cornelia M. van

Abstract

Men and women differ substantially regarding height, weight, and body fat. Interestingly, previous work detecting genetic effects for waist-to-hip ratio, to assess body fat distribution, has found that many of these showed sex-differences. However, systematic searches for sex-differences in genetic effects have not yet been conducted. Therefore, we undertook a genome-wide search for sexually dimorphic genetic effects for anthropometric traits including 133,723 individuals in a large meta-analysis and followed promising variants in further 137,052 individuals, including a total of 94 studies. We identified seven loci with significant sex-difference including four previously established (near GRB14/COBLL1, LYPLAL1/SLC30A10, VEGFA, ADAMTS9) and three novel anthropometric trait loci (near MAP3K1, HSD17B4, PPARG), all of which were significant in women, but not in men. Of interest is that sex-difference was only observed for waist phenotypes, but not for height or body-mass-index. We found no evidence for sex-differences with opposite effect direction for men and women. The PPARG locus is of specific interest due to its link to diabetes genetics and therapy. Our findings demonstrate the importance of investigating sex differences, which may lead to a better understanding of disease mechanisms with a potential relevance to treatment options.

Published
2013

17. A genome-wide association search for type 2 diabetes genes in African Americans.

Author

Palmer, Nicholette D, McDonough, Caitrin W, Hicks, Pamela J, Roh, Bong H, Wing, Maria R, An, S Sandy, Hester, Jessica M, Cooke, Jessica N, Bostrom, Meredith A, Rudock, Megan E, Talbert, Matthew E, Lewis, Joshua P, Ferrara, Assiamira, Lu, Lingyi, Ziegler, Julie T, Sale, Michele M, Divers, Jasmin, Shriner, Daniel, Adeyemo, Adebowale, Rotimi, Charles N, Ng, Maggie C Y, Langefeld, Carl D, Freedman, Barry I, Bowden, Donald W, Voight, Benjamin F, Scott, Laura J, Steinthorsdottir, Valgerdur, Morris, Andrew P, Dina, Christian, Welch, Ryan P, Zeggini, Eleftheria, Huth, Cornelia, Aulchenko, Yurii S, Thorleifsson, Gudmar, McCulloch, Laura J, Ferreira, Teresa, Grallert, Harald, Amin, Najaf, Wu, Guanming, Willer, Cristen J, Raychaudhuri, Soumya, McCarroll, Steve A, Langenberg, Claudia, Hofmann, Oliver M, Dupuis, Josée, Qi, Lu, Segrè, Ayellet V, van Hoek, Mandy, Navarro, Pau, Ardlie, Kristin, Balkau, Beverley, Benediktsson, Rafn, Bennett, Amanda J, Blagieva, Roza, Boerwinkle, Eric, Bonnycastle, Lori L, Boström, Kristina Bengtsson, Bravenboer, Bert, Bumpstead, Suzannah, Burtt, Noël P, Charpentier, Guillaume, Chines, Peter S, Cornelis, Marilyn, Couper, David J, Crawford, Gabe, Doney, Alex S F, Elliott, Katherine S, Elliott, Amanda L, Erdos, Michael R, Fox, Caroline S, Franklin, Christopher S, Ganser, Martha, Gieger, Christian, Grarup, Niels, Green, Todd, Griffin, Simon, Groves, Christopher J, Guiducci, Candace, Hadjadj, Samy, Hassanali, Neelam, Herder, Christian, Isomaa, Bo, Jackson, Anne U, Johnson, Paul R V, Jørgensen, Torben, Kao, Wen H L, Klopp, Norman, Kong, Augustine, Kraft, Peter, Kuusisto, Johanna, Lauritzen, Torsten, Li, Man, Lieverse, Aloysius, Lindgren, Cecilia M, Lyssenko, Valeriya, Marre, Michel, Meitinger, Thomas, Midthjell, Kristian, Morken, Mario A, Narisu, Narisu, Nilsson, Peter, Owen, Katharine R, Payne, Felicity, Perry, John R B, Petersen, Ann-Kristin, Platou, Carl, Proença, Christine, Prokopenko, Inga, Rathmann, Wolfgang, Rayner, N William, Robertson, Neil R, Rocheleau, Ghislain, Roden, Michael, Sampson, Michael J, Saxena, Richa, Shields, Beverley M, Shrader, Peter, Sigurdsson, Gunnar, Sparsø, Thomas, Strassburger, Klaus, Stringham, Heather M, Sun, Qi, Swift, Amy J, Thorand, Barbara, Tichet, Jean, Tuomi, Tiinamaija, van Dam, Rob M, van Haeften, Timon W, van Herpt, Thijs, van Vliet-Ostaptchouk, Jana V, Walters, G Bragi, Weedon, Michael N, Wijmenga, Cisca, Witteman, Jacqueline, Bergman, Richard N, Cauchi, Stephane, Collins, Francis S, Gloyn, Anna L, Gyllensten, Ulf, Hansen, Torben, Hide, Winston A, Hitman, Graham A, Hofman, Albert, Hunter, David J, Hveem, Kristian, Laakso, Markku, Mohlke, Karen L, Morris, Andrew D, Palmer, Colin N A, Pramstaller, Peter P, Rudan, Igor, Sijbrands, Eric, Stein, Lincoln D, Tuomilehto, Jaakko, Uitterlinden, Andre, Walker, Mark, Wareham, Nicholas J, Watanabe, Richard M, Abecasis, Goncalo R, Boehm, Bernhard O, Campbell, Harry, Daly, Mark J, Hattersley, Andrew T, Hu, Frank B, Meigs, James B, Pankow, James S, Pedersen, Oluf, Wichmann, H-Erich, Barroso, Inês, Florez, Jose C, Frayling, Timothy M, Groop, Leif, Sladek, Rob, Thorsteinsdottir, Unnur, Wilson, James F, Illig, Thomas, Froguel, Philippe, van Duijn, Cornelia M, Stefansson, Kari, Altshuler, David, Boehnke, Michael, McCarthy, Mark I, Soranzo, Nicole, Wheeler, Eleanor, Glazer, Nicole L, Bouatia-Naji, Nabila, Mägi, Reedik, Randall, Joshua, Johnson, Toby, Elliott, Paul, Rybin, Denis, Henneman, Peter, Dehghan, Abbas, Hottenga, Jouke Jan, Song, Kijoung, Goel, Anuj, Egan, Josephine M, Lajunen, Taina, Doney, Alex, Kanoni, Stavroula, Cavalcanti-Proença, Christine, Kumari, Meena, Timpson, Nicholas J, Zabena, Carina, Ingelsson, Erik, An, Ping, O'Connell, Jeffrey, Luan, Jian'an, Elliott, Amanda, McCarroll, Steven A, Roccasecca, Rosa Maria, Pattou, François, Sethupathy, Praveen, Ariyurek, Yavuz, Barter, Philip, Beilby, John P, Ben-Shlomo, Yoav, Bergmann, Sven, Bochud, Murielle, Bonnefond, Amélie, Borch-Johnsen, Knut, Böttcher, Yvonne, Brunner, Eric, Bumpstead, Suzannah J, Chen, Yii-Der Ida, Chines, Peter, Clarke, Robert, Coin, Lachlan J M, Cooper, Matthew N, Crisponi, Laura, Day, Ian N M, de Geus, Eco J C, Delplanque, Jerome, Fedson, Annette C, Fischer-Rosinsky, Antje, Forouhi, Nita G, Frants, Rune, Franzosi, Maria Grazia, Galan, Pilar, Goodarzi, Mark O, Graessler, Jürgen, Grundy, Scott, Gwilliam, Rhian, Hallmans, Göran, Hammond, Naomi, Han, Xijing, Hartikainen, Anna-Liisa, Hayward, Caroline, Heath, Simon C, Hercberg, Serge, Hicks, Andrew A, Hillman, David R, Hingorani, Aroon D, Hui, Jennie, Hung, Joe, Jula, Antti, Kaakinen, Marika, Kaprio, Jaakko, Kesaniemi, Y Antero, Kivimaki, Mika, Knight, Beatrice, Koskinen, Seppo, Kovacs, Peter, Kyvik, Kirsten Ohm, Lathrop, G Mark, Lawlor, Debbie A, Le Bacquer, Olivier, Lecoeur, Cécile, Li, Yun, Mahley, Robert, Mangino, Massimo, Manning, Alisa K, Martínez-Larrad, María Teresa, McAteer, Jarred B, McPherson, Ruth, Meisinger, Christa, Melzer, David, Meyre, David, Mitchell, Braxton D, Mukherjee, Sutapa, Naitza, Silvia, Neville, Matthew J, Oostra, Ben A, Orrù, Marco, Pakyz, Ruth, Paolisso, Giuseppe, Pattaro, Cristian, Pearson, Daniel, Peden, John F, Pedersen, Nancy L, Perola, Markus, Pfeiffer, Andreas F H, Pichler, Irene, Polasek, Ozren, Posthuma, Danielle, Potter, Simon C, Pouta, Anneli, Province, Michael A, Psaty, Bruce M, Rayner, Nigel W, Rice, Kenneth, Ripatti, Samuli, Rivadeneira, Fernando, Rolandsson, Olov, Sandbaek, Annelli, Sandhu, Manjinder, Sanna, Serena, Sayer, Avan Aihie, Scheet, Paul, Seedorf, Udo, Sharp, Stephen J, Shields, Beverley, Sijbrands, Eric J G, Silveira, Angela, Simpson, Laila, Singleton, Andrew, Smith, Nicholas L, Sovio, Ulla, Swift, Amy, Syddall, Holly, Syvänen, Ann-Christine, Tanaka, Toshiko, Tönjes, Anke, Uitterlinden, André G, van Dijk, Ko Willems, Varma, Dhiraj, Visvikis-Siest, Sophie, Vitart, Veronique, Vogelzangs, Nicole, Waeber, Gérard, Wagner, Peter J, Walley, Andrew, Ward, Kim L, Watkins, Hugh, Wild, Sarah H, Willemsen, Gonneke, Witteman, Jaqueline C M, Yarnell, John W G, Zelenika, Diana, Zethelius, Björn, Zhai, Guangju, Zhao, Jing Hua, Zillikens, M Carola, Borecki, Ingrid B, Loos, Ruth J F, Meneton, Pierre, Magnusson, Patrik K E, Nathan, David M, Williams, Gordon H, Silander, Kaisa, Salomaa, Veikko, Smith, George Davey, Bornstein, Stefan R, Schwarz, Peter, Spranger, Joachim, Karpe, Fredrik, Shuldiner, Alan R, Cooper, Cyrus, Dedoussis, George V, Serrano-Ríos, Manuel, Lind, Lars, Palmer, Lyle J, Franks, Paul W, Ebrahim, Shah, Marmot, Michael, Kao, W H Linda, Pramstaller, Peter Paul, Wright, Alan F, Stumvoll, Michael, Hamsten, Anders, Buchanan, Thomas A, Valle, Timo T, Rotter, Jerome I, Siscovick, David S, Penninx, Brenda W J H, Boomsma, Dorret I, Deloukas, Panos, Spector, Timothy D, Ferrucci, Luigi, Cao, Antonio, Scuteri, Angelo, Schlessinger, David, Uda, Manuela, Ruokonen, Aimo, Jarvelin, Marjo-Riitta, Waterworth, Dawn M, Vollenweider, Peter, Peltonen, Leena, Mooser, Vincent, Sladek, Robert, Palmer, Nicholette D, McDonough, Caitrin W, Hicks, Pamela J, Roh, Bong H, Wing, Maria R, An, S Sandy, Hester, Jessica M, Cooke, Jessica N, Bostrom, Meredith A, Rudock, Megan E, Talbert, Matthew E, Lewis, Joshua P, Ferrara, Assiamira, Lu, Lingyi, Ziegler, Julie T, Sale, Michele M, Divers, Jasmin, Shriner, Daniel, Adeyemo, Adebowale, Rotimi, Charles N, Ng, Maggie C Y, Langefeld, Carl D, Freedman, Barry I, Bowden, Donald W, Voight, Benjamin F, Scott, Laura J, Steinthorsdottir, Valgerdur, Morris, Andrew P, Dina, Christian, Welch, Ryan P, Zeggini, Eleftheria, Huth, Cornelia, Aulchenko, Yurii S, Thorleifsson, Gudmar, McCulloch, Laura J, Ferreira, Teresa, Grallert, Harald, Amin, Najaf, Wu, Guanming, Willer, Cristen J, Raychaudhuri, Soumya, McCarroll, Steve A, Langenberg, Claudia, Hofmann, Oliver M, Dupuis, Josée, Qi, Lu, Segrè, Ayellet V, van Hoek, Mandy, Navarro, Pau, Ardlie, Kristin, Balkau, Beverley, Benediktsson, Rafn, Bennett, Amanda J, Blagieva, Roza, Boerwinkle, Eric, Bonnycastle, Lori L, Boström, Kristina Bengtsson, Bravenboer, Bert, Bumpstead, Suzannah, Burtt, Noël P, Charpentier, Guillaume, Chines, Peter S, Cornelis, Marilyn, Couper, David J, Crawford, Gabe, Doney, Alex S F, Elliott, Katherine S, Elliott, Amanda L, Erdos, Michael R, Fox, Caroline S, Franklin, Christopher S, Ganser, Martha, Gieger, Christian, Grarup, Niels, Green, Todd, Griffin, Simon, Groves, Christopher J, Guiducci, Candace, Hadjadj, Samy, Hassanali, Neelam, Herder, Christian, Isomaa, Bo, Jackson, Anne U, Johnson, Paul R V, Jørgensen, Torben, Kao, Wen H L, Klopp, Norman, Kong, Augustine, Kraft, Peter, Kuusisto, Johanna, Lauritzen, Torsten, Li, Man, Lieverse, Aloysius, Lindgren, Cecilia M, Lyssenko, Valeriya, Marre, Michel, Meitinger, Thomas, Midthjell, Kristian, Morken, Mario A, Narisu, Narisu, Nilsson, Peter, Owen, Katharine R, Payne, Felicity, Perry, John R B, Petersen, Ann-Kristin, Platou, Carl, Proença, Christine, Prokopenko, Inga, Rathmann, Wolfgang, Rayner, N William, Robertson, Neil R, Rocheleau, Ghislain, Roden, Michael, Sampson, Michael J, Saxena, Richa, Shields, Beverley M, Shrader, Peter, Sigurdsson, Gunnar, Sparsø, Thomas, Strassburger, Klaus, Stringham, Heather M, Sun, Qi, Swift, Amy J, Thorand, Barbara, Tichet, Jean, Tuomi, Tiinamaija, van Dam, Rob M, van Haeften, Timon W, van Herpt, Thijs, van Vliet-Ostaptchouk, Jana V, Walters, G Bragi, Weedon, Michael N, Wijmenga, Cisca, Witteman, Jacqueline, Bergman, Richard N, Cauchi, Stephane, Collins, Francis S, Gloyn, Anna L, Gyllensten, Ulf, Hansen, Torben, Hide, Winston A, Hitman, Graham A, Hofman, Albert, Hunter, David J, Hveem, Kristian, Laakso, Markku, Mohlke, Karen L, Morris, Andrew D, Palmer, Colin N A, Pramstaller, Peter P, Rudan, Igor, Sijbrands, Eric, Stein, Lincoln D, Tuomilehto, Jaakko, Uitterlinden, Andre, Walker, Mark, Wareham, Nicholas J, Watanabe, Richard M, Abecasis, Goncalo R, Boehm, Bernhard O, Campbell, Harry, Daly, Mark J, Hattersley, Andrew T, Hu, Frank B, Meigs, James B, Pankow, James S, Pedersen, Oluf, Wichmann, H-Erich, Barroso, Inês, Florez, Jose C, Frayling, Timothy M, Groop, Leif, Sladek, Rob, Thorsteinsdottir, Unnur, Wilson, James F, Illig, Thomas, Froguel, Philippe, van Duijn, Cornelia M, Stefansson, Kari, Altshuler, David, Boehnke, Michael, McCarthy, Mark I, Soranzo, Nicole, Wheeler, Eleanor, Glazer, Nicole L, Bouatia-Naji, Nabila, Mägi, Reedik, Randall, Joshua, Johnson, Toby, Elliott, Paul, Rybin, Denis, Henneman, Peter, Dehghan, Abbas, Hottenga, Jouke Jan, Song, Kijoung, Goel, Anuj, Egan, Josephine M, Lajunen, Taina, Doney, Alex, Kanoni, Stavroula, Cavalcanti-Proença, Christine, Kumari, Meena, Timpson, Nicholas J, Zabena, Carina, Ingelsson, Erik, An, Ping, O'Connell, Jeffrey, Luan, Jian'an, Elliott, Amanda, McCarroll, Steven A, Roccasecca, Rosa Maria, Pattou, François, Sethupathy, Praveen, Ariyurek, Yavuz, Barter, Philip, Beilby, John P, Ben-Shlomo, Yoav, Bergmann, Sven, Bochud, Murielle, Bonnefond, Amélie, Borch-Johnsen, Knut, Böttcher, Yvonne, Brunner, Eric, Bumpstead, Suzannah J, Chen, Yii-Der Ida, Chines, Peter, Clarke, Robert, Coin, Lachlan J M, Cooper, Matthew N, Crisponi, Laura, Day, Ian N M, de Geus, Eco J C, Delplanque, Jerome, Fedson, Annette C, Fischer-Rosinsky, Antje, Forouhi, Nita G, Frants, Rune, Franzosi, Maria Grazia, Galan, Pilar, Goodarzi, Mark O, Graessler, Jürgen, Grundy, Scott, Gwilliam, Rhian, Hallmans, Göran, Hammond, Naomi, Han, Xijing, Hartikainen, Anna-Liisa, Hayward, Caroline, Heath, Simon C, Hercberg, Serge, Hicks, Andrew A, Hillman, David R, Hingorani, Aroon D, Hui, Jennie, Hung, Joe, Jula, Antti, Kaakinen, Marika, Kaprio, Jaakko, Kesaniemi, Y Antero, Kivimaki, Mika, Knight, Beatrice, Koskinen, Seppo, Kovacs, Peter, Kyvik, Kirsten Ohm, Lathrop, G Mark, Lawlor, Debbie A, Le Bacquer, Olivier, Lecoeur, Cécile, Li, Yun, Mahley, Robert, Mangino, Massimo, Manning, Alisa K, Martínez-Larrad, María Teresa, McAteer, Jarred B, McPherson, Ruth, Meisinger, Christa, Melzer, David, Meyre, David, Mitchell, Braxton D, Mukherjee, Sutapa, Naitza, Silvia, Neville, Matthew J, Oostra, Ben A, Orrù, Marco, Pakyz, Ruth, Paolisso, Giuseppe, Pattaro, Cristian, Pearson, Daniel, Peden, John F, Pedersen, Nancy L, Perola, Markus, Pfeiffer, Andreas F H, Pichler, Irene, Polasek, Ozren, Posthuma, Danielle, Potter, Simon C, Pouta, Anneli, Province, Michael A, Psaty, Bruce M, Rayner, Nigel W, Rice, Kenneth, Ripatti, Samuli, Rivadeneira, Fernando, Rolandsson, Olov, Sandbaek, Annelli, Sandhu, Manjinder, Sanna, Serena, Sayer, Avan Aihie, Scheet, Paul, Seedorf, Udo, Sharp, Stephen J, Shields, Beverley, Sijbrands, Eric J G, Silveira, Angela, Simpson, Laila, Singleton, Andrew, Smith, Nicholas L, Sovio, Ulla, Swift, Amy, Syddall, Holly, Syvänen, Ann-Christine, Tanaka, Toshiko, Tönjes, Anke, Uitterlinden, André G, van Dijk, Ko Willems, Varma, Dhiraj, Visvikis-Siest, Sophie, Vitart, Veronique, Vogelzangs, Nicole, Waeber, Gérard, Wagner, Peter J, Walley, Andrew, Ward, Kim L, Watkins, Hugh, Wild, Sarah H, Willemsen, Gonneke, Witteman, Jaqueline C M, Yarnell, John W G, Zelenika, Diana, Zethelius, Björn, Zhai, Guangju, Zhao, Jing Hua, Zillikens, M Carola, Borecki, Ingrid B, Loos, Ruth J F, Meneton, Pierre, Magnusson, Patrik K E, Nathan, David M, Williams, Gordon H, Silander, Kaisa, Salomaa, Veikko, Smith, George Davey, Bornstein, Stefan R, Schwarz, Peter, Spranger, Joachim, Karpe, Fredrik, Shuldiner, Alan R, Cooper, Cyrus, Dedoussis, George V, Serrano-Ríos, Manuel, Lind, Lars, Palmer, Lyle J, Franks, Paul W, Ebrahim, Shah, Marmot, Michael, Kao, W H Linda, Pramstaller, Peter Paul, Wright, Alan F, Stumvoll, Michael, Hamsten, Anders, Buchanan, Thomas A, Valle, Timo T, Rotter, Jerome I, Siscovick, David S, Penninx, Brenda W J H, Boomsma, Dorret I, Deloukas, Panos, Spector, Timothy D, Ferrucci, Luigi, Cao, Antonio, Scuteri, Angelo, Schlessinger, David, Uda, Manuela, Ruokonen, Aimo, Jarvelin, Marjo-Riitta, Waterworth, Dawn M, Vollenweider, Peter, Peltonen, Leena, Mooser, Vincent, and Sladek, Robert

Abstract

African Americans are disproportionately affected by type 2 diabetes (T2DM) yet few studies have examined T2DM using genome-wide association approaches in this ethnicity. The aim of this study was to identify genes associated with T2DM in the African American population. We performed a Genome Wide Association Study (GWAS) using the Affymetrix 6.0 array in 965 African-American cases with T2DM and end-stage renal disease (T2DM-ESRD) and 1029 population-based controls. The most significant SNPs (n = 550 independent loci) were genotyped in a replication cohort and 122 SNPs (n = 98 independent loci) were further tested through genotyping three additional validation cohorts followed by meta-analysis in all five cohorts totaling 3,132 cases and 3,317 controls. Twelve SNPs had evidence of association in the GWAS (P<0.0071), were directionally consistent in the Replication cohort and were associated with T2DM in subjects without nephropathy (P<0.05). Meta-analysis in all cases and controls revealed a single SNP reaching genome-wide significance (P<2.5×10(-8)). SNP rs7560163 (P = 7.0×10(-9), OR (95% CI) = 0.75 (0.67-0.84)) is located intergenically between RND3 and RBM43. Four additional loci (rs7542900, rs4659485, rs2722769 and rs7107217) were associated with T2DM (P<0.05) and reached more nominal levels of significance (P<2.5×10(-5)) in the overall analysis and may represent novel loci that contribute to T2DM. We have identified novel T2DM-susceptibility variants in the African-American population. Notably, T2DM risk was associated with the major allele and implies an interesting genetic architecture in this population. These results suggest that multiple loci underlie T2DM susceptibility in the African-American population and that these loci are distinct from those identified in other ethnic populations.

Published
2012
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18. New genetic loci implicated in fasting glucose homeostasis and their impact on type 2 diabetes risk

Author

Dupuis, Josée, Langenberg, Claudia, Prokopenko, Inga, Saxena, Richa, Soranzo, Nicole, Jackson, Anne U, Wheeler, Eleanor, Glazer, Nicole L, Bouatia-Naji, Nabila, Gloyn, Anna L, Lindgren, Cecilia M, Mägi, Reedik, Morris, Andrew P, Randall, Joshua, Johnson, Toby, Elliott, Paul, Rybin, Denis, Thorleifsson, Gudmar, Steinthorsdottir, Valgerdur, Henneman, Peter, Grallert, Harald, Dehghan, Abbas, Hottenga, Jouke Jan, Franklin, Christopher S, Navarro, Pau, Song, Kijoung, Goel, Anuj, Perry, John R B, Egan, Josephine M, Lajunen, Taina, Grarup, Niels, Sparsø, Thomas, Doney, Alex, Voight, Benjamin F, Stringham, Heather M, Li, Man, Kanoni, Stavroula, Shrader, Peter, Cavalcanti-Proença, Christine, Kumari, Meena, Qi, Lu, Timpson, Nicholas J, Gieger, Christian, Zabena, Carina, Rocheleau, Ghislain, Ingelsson, Erik, An, Ping, O'Connell, Jeffrey, Luan, Jian'an, Elliott, Amanda, McCarroll, Steven A, Payne, Felicity, Roccasecca, Rosa Maria, Pattou, François, Sethupathy, Praveen, Ardlie, Kristin, Ariyurek, Yavuz, Balkau, Beverley, Barter, Philip, Beilby, John P, Ben-Shlomo, Yoav, Benediktsson, Rafn, Bennett, Amanda J, Bergmann, Sven, Bochud, Murielle, Boerwinkle, Eric, Bonnefond, Amélie, Bonnycastle, Lori L, Borch-Johnsen, Knut, Böttcher, Yvonne, Brunner, Eric, Bumpstead, Suzannah J, Charpentier, Guillaume, Chen, Yii-Der Ida, Chines, Peter, Clarke, Robert, Coin, Lachlan J M, Cooper, Matthew N, Cornelis, Marilyn, Crawford, Gabe, Crisponi, Laura, Day, Ian N M, de Geus, Eco J C, Delplanque, Jerome, Dina, Christian, Erdos, Michael R, Fedson, Annette C, Fischer-Rosinsky, Antje, Forouhi, Nita G, Fox, Caroline S, Frants, Rune, Franzosi, Maria Grazia, Galan, Pilar, Goodarzi, Mark O, Graessler, Jürgen, Groves, Christopher J, Grundy, Scott, Gwilliam, Rhian, Gyllensten, Ulf, Hadjadj, Samy, Hallmans, Göran, Hammond, Naomi, Han, Xijing, Hartikainen, Anna-Liisa, Hassanali, Neelam, Hayward, Caroline, Heath, Simon C, Hercberg, Serge, Herder, Christian, Hicks, Andrew A, Hillman, David R, Hingorani, Aroon D, Hofman, Albert, Hui, Jennie, Hung, Joe, Isomaa, Bo, Johnson, Paul R V, Jørgensen, Torben, Jula, Antti, Kaakinen, Marika, Kaprio, Jaakko, Kesaniemi, Y Antero, Kivimaki, Mika, Knight, Beatrice, Koskinen, Seppo, Kovacs, Peter, Kyvik, Kirsten Ohm, Lathrop, G Mark, Lawlor, Debbie A, Le Bacquer, Olivier, Lecoeur, Cécile, Li, Yun, Lyssenko, Valeriya, Mahley, Robert, Mangino, Massimo, Manning, Alisa K, Martínez-Larrad, María Teresa, McAteer, Jarred B, McCulloch, Laura J, McPherson, Ruth, Meisinger, Christa, Melzer, David, Meyre, David, Mitchell, Braxton D, Morken, Mario A, Mukherjee, Sutapa, Naitza, Silvia, Narisu, Narisu, Neville, Matthew J, Oostra, Ben A, Orrù, Marco, Pakyz, Ruth, Palmer, Colin N A, Paolisso, Giuseppe, Pattaro, Cristian, Pearson, Daniel, Peden, John F, Pedersen, Nancy L, Perola, Markus, Pfeiffer, Andreas F H, Pichler, Irene, Polasek, Ozren, Posthuma, Danielle, Potter, Simon C, Pouta, Anneli, Province, Michael A, Psaty, Bruce M, Rathmann, Wolfgang, Rayner, Nigel W, Rice, Kenneth, Ripatti, Samuli, Rivadeneira, Fernando, Roden, Michael, Rolandsson, Olov, Sandbaek, Annelli, Sandhu, Manjinder, Sanna, Serena, Sayer, Avan Aihie, Scheet, Paul, Scott, Laura J, Seedorf, Udo, Sharp, Stephen J, Shields, Beverley, Sigurethsson, Gunnar, Sijbrands, Eric J G, Silveira, Angela, Simpson, Laila, Singleton, Andrew, Smith, Nicholas L, Sovio, Ulla, Swift, Amy, Syddall, Holly, Syvänen, Ann-Christine, Tanaka, Toshiko, Thorand, Barbara, Tichet, Jean, Tönjes, Anke, Tuomi, Tiinamaija, Uitterlinden, André G, van Dijk, Ko Willems, van Hoek, Mandy, Varma, Dhiraj, Visvikis-Siest, Sophie, Vitart, Veronique, Vogelzangs, Nicole, Waeber, Gérard, Wagner, Peter J, Walley, Andrew, Walters, G Bragi, Ward, Kim L, Watkins, Hugh, Weedon, Michael N, Wild, Sarah H, Willemsen, Gonneke, Witteman, Jaqueline C M, Yarnell, John W G, Zeggini, Eleftheria, Zelenika, Diana, Zethelius, Björn, Zhai, Guangju, Zhao, Jing Hua, Zillikens, M Carola, Borecki, Ingrid B, Loos, Ruth J F, Meneton, Pierre, Magnusson, Patrik K E, Nathan, David M, Williams, Gordon H, Hattersley, Andrew T, Silander, Kaisa, Salomaa, Veikko, Smith, George Davey, Bornstein, Stefan R, Schwarz, Peter, Spranger, Joachim, Karpe, Fredrik, Shuldiner, Alan R, Cooper, Cyrus, Dedoussis, George V, Serrano-Ríos, Manuel, Morris, Andrew D, Lind, Lars, Palmer, Lyle J, Hu, Frank B, Franks, Paul W, Ebrahim, Shah, Marmot, Michael, Kao, W H Linda, Pankow, James S, Sampson, Michael J, Kuusisto, Johanna, Laakso, Markku, Hansen, Torben, Pedersen, Oluf, Pramstaller, Peter Paul, Wichmann, H Erich, Illig, Thomas, Rudan, Igor, Wright, Alan F, Stumvoll, Michael, Campbell, Harry, Wilson, James F, Bergman, Richard N, Buchanan, Thomas A, Collins, Francis S, Mohlke, Karen L, Tuomilehto, Jaakko, Valle, Timo T, Altshuler, David, Rotter, Jerome I, Siscovick, David S, Penninx, Brenda W J H, Boomsma, Dorret I, Deloukas, Panos, Spector, Timothy D, Frayling, Timothy M, Ferrucci, Luigi, Kong, Augustine, Thorsteinsdottir, Unnur, Stefansson, Kari, van Duijn, Cornelia M, Aulchenko, Yurii S, Cao, Antonio, Scuteri, Angelo, Schlessinger, David, Uda, Manuela, Ruokonen, Aimo, Jarvelin, Marjo-Riitta, Waterworth, Dawn M, Vollenweider, Peter, Peltonen, Leena, Mooser, Vincent, Abecasis, Goncalo R, Wareham, Nicholas J, Sladek, Robert, Froguel, Philippe, Watanabe, Richard M, Meigs, James B, Groop, Leif, Boehnke, Michael, McCarthy, Mark I, Florez, Jose C, Barroso, Inês, Dupuis, Josée, Langenberg, Claudia, Prokopenko, Inga, Saxena, Richa, Soranzo, Nicole, Jackson, Anne U, Wheeler, Eleanor, Glazer, Nicole L, Bouatia-Naji, Nabila, Gloyn, Anna L, Lindgren, Cecilia M, Mägi, Reedik, Morris, Andrew P, Randall, Joshua, Johnson, Toby, Elliott, Paul, Rybin, Denis, Thorleifsson, Gudmar, Steinthorsdottir, Valgerdur, Henneman, Peter, Grallert, Harald, Dehghan, Abbas, Hottenga, Jouke Jan, Franklin, Christopher S, Navarro, Pau, Song, Kijoung, Goel, Anuj, Perry, John R B, Egan, Josephine M, Lajunen, Taina, Grarup, Niels, Sparsø, Thomas, Doney, Alex, Voight, Benjamin F, Stringham, Heather M, Li, Man, Kanoni, Stavroula, Shrader, Peter, Cavalcanti-Proença, Christine, Kumari, Meena, Qi, Lu, Timpson, Nicholas J, Gieger, Christian, Zabena, Carina, Rocheleau, Ghislain, Ingelsson, Erik, An, Ping, O'Connell, Jeffrey, Luan, Jian'an, Elliott, Amanda, McCarroll, Steven A, Payne, Felicity, Roccasecca, Rosa Maria, Pattou, François, Sethupathy, Praveen, Ardlie, Kristin, Ariyurek, Yavuz, Balkau, Beverley, Barter, Philip, Beilby, John P, Ben-Shlomo, Yoav, Benediktsson, Rafn, Bennett, Amanda J, Bergmann, Sven, Bochud, Murielle, Boerwinkle, Eric, Bonnefond, Amélie, Bonnycastle, Lori L, Borch-Johnsen, Knut, Böttcher, Yvonne, Brunner, Eric, Bumpstead, Suzannah J, Charpentier, Guillaume, Chen, Yii-Der Ida, Chines, Peter, Clarke, Robert, Coin, Lachlan J M, Cooper, Matthew N, Cornelis, Marilyn, Crawford, Gabe, Crisponi, Laura, Day, Ian N M, de Geus, Eco J C, Delplanque, Jerome, Dina, Christian, Erdos, Michael R, Fedson, Annette C, Fischer-Rosinsky, Antje, Forouhi, Nita G, Fox, Caroline S, Frants, Rune, Franzosi, Maria Grazia, Galan, Pilar, Goodarzi, Mark O, Graessler, Jürgen, Groves, Christopher J, Grundy, Scott, Gwilliam, Rhian, Gyllensten, Ulf, Hadjadj, Samy, Hallmans, Göran, Hammond, Naomi, Han, Xijing, Hartikainen, Anna-Liisa, Hassanali, Neelam, Hayward, Caroline, Heath, Simon C, Hercberg, Serge, Herder, Christian, Hicks, Andrew A, Hillman, David R, Hingorani, Aroon D, Hofman, Albert, Hui, Jennie, Hung, Joe, Isomaa, Bo, Johnson, Paul R V, Jørgensen, Torben, Jula, Antti, Kaakinen, Marika, Kaprio, Jaakko, Kesaniemi, Y Antero, Kivimaki, Mika, Knight, Beatrice, Koskinen, Seppo, Kovacs, Peter, Kyvik, Kirsten Ohm, Lathrop, G Mark, Lawlor, Debbie A, Le Bacquer, Olivier, Lecoeur, Cécile, Li, Yun, Lyssenko, Valeriya, Mahley, Robert, Mangino, Massimo, Manning, Alisa K, Martínez-Larrad, María Teresa, McAteer, Jarred B, McCulloch, Laura J, McPherson, Ruth, Meisinger, Christa, Melzer, David, Meyre, David, Mitchell, Braxton D, Morken, Mario A, Mukherjee, Sutapa, Naitza, Silvia, Narisu, Narisu, Neville, Matthew J, Oostra, Ben A, Orrù, Marco, Pakyz, Ruth, Palmer, Colin N A, Paolisso, Giuseppe, Pattaro, Cristian, Pearson, Daniel, Peden, John F, Pedersen, Nancy L, Perola, Markus, Pfeiffer, Andreas F H, Pichler, Irene, Polasek, Ozren, Posthuma, Danielle, Potter, Simon C, Pouta, Anneli, Province, Michael A, Psaty, Bruce M, Rathmann, Wolfgang, Rayner, Nigel W, Rice, Kenneth, Ripatti, Samuli, Rivadeneira, Fernando, Roden, Michael, Rolandsson, Olov, Sandbaek, Annelli, Sandhu, Manjinder, Sanna, Serena, Sayer, Avan Aihie, Scheet, Paul, Scott, Laura J, Seedorf, Udo, Sharp, Stephen J, Shields, Beverley, Sigurethsson, Gunnar, Sijbrands, Eric J G, Silveira, Angela, Simpson, Laila, Singleton, Andrew, Smith, Nicholas L, Sovio, Ulla, Swift, Amy, Syddall, Holly, Syvänen, Ann-Christine, Tanaka, Toshiko, Thorand, Barbara, Tichet, Jean, Tönjes, Anke, Tuomi, Tiinamaija, Uitterlinden, André G, van Dijk, Ko Willems, van Hoek, Mandy, Varma, Dhiraj, Visvikis-Siest, Sophie, Vitart, Veronique, Vogelzangs, Nicole, Waeber, Gérard, Wagner, Peter J, Walley, Andrew, Walters, G Bragi, Ward, Kim L, Watkins, Hugh, Weedon, Michael N, Wild, Sarah H, Willemsen, Gonneke, Witteman, Jaqueline C M, Yarnell, John W G, Zeggini, Eleftheria, Zelenika, Diana, Zethelius, Björn, Zhai, Guangju, Zhao, Jing Hua, Zillikens, M Carola, Borecki, Ingrid B, Loos, Ruth J F, Meneton, Pierre, Magnusson, Patrik K E, Nathan, David M, Williams, Gordon H, Hattersley, Andrew T, Silander, Kaisa, Salomaa, Veikko, Smith, George Davey, Bornstein, Stefan R, Schwarz, Peter, Spranger, Joachim, Karpe, Fredrik, Shuldiner, Alan R, Cooper, Cyrus, Dedoussis, George V, Serrano-Ríos, Manuel, Morris, Andrew D, Lind, Lars, Palmer, Lyle J, Hu, Frank B, Franks, Paul W, Ebrahim, Shah, Marmot, Michael, Kao, W H Linda, Pankow, James S, Sampson, Michael J, Kuusisto, Johanna, Laakso, Markku, Hansen, Torben, Pedersen, Oluf, Pramstaller, Peter Paul, Wichmann, H Erich, Illig, Thomas, Rudan, Igor, Wright, Alan F, Stumvoll, Michael, Campbell, Harry, Wilson, James F, Bergman, Richard N, Buchanan, Thomas A, Collins, Francis S, Mohlke, Karen L, Tuomilehto, Jaakko, Valle, Timo T, Altshuler, David, Rotter, Jerome I, Siscovick, David S, Penninx, Brenda W J H, Boomsma, Dorret I, Deloukas, Panos, Spector, Timothy D, Frayling, Timothy M, Ferrucci, Luigi, Kong, Augustine, Thorsteinsdottir, Unnur, Stefansson, Kari, van Duijn, Cornelia M, Aulchenko, Yurii S, Cao, Antonio, Scuteri, Angelo, Schlessinger, David, Uda, Manuela, Ruokonen, Aimo, Jarvelin, Marjo-Riitta, Waterworth, Dawn M, Vollenweider, Peter, Peltonen, Leena, Mooser, Vincent, Abecasis, Goncalo R, Wareham, Nicholas J, Sladek, Robert, Froguel, Philippe, Watanabe, Richard M, Meigs, James B, Groop, Leif, Boehnke, Michael, McCarthy, Mark I, Florez, Jose C, and Barroso, Inês

Abstract

Levels of circulating glucose are tightly regulated. To identify new loci influencing glycemic traits, we performed meta-analyses of 21 genome-wide association studies informative for fasting glucose, fasting insulin and indices of beta-cell function (HOMA-B) and insulin resistance (HOMA-IR) in up to 46,186 nondiabetic participants. Follow-up of 25 loci in up to 76,558 additional subjects identified 16 loci associated with fasting glucose and HOMA-B and two loci associated with fasting insulin and HOMA-IR. These include nine loci newly associated with fasting glucose (in or near ADCY5, MADD, ADRA2A, CRY2, FADS1, GLIS3, SLC2A2, PROX1 and C2CD4B) and one influencing fasting insulin and HOMA-IR (near IGF1). We also demonstrated association of ADCY5, PROX1, GCK, GCKR and DGKB-TMEM195 with type 2 diabetes. Within these loci, likely biological candidate genes influence signal transduction, cell proliferation, development, glucose-sensing and circadian regulation. Our results demonstrate that genetic studies of glycemic traits can identify type 2 diabetes risk loci, as well as loci containing gene variants that are associated with a modest elevation in glucose levels but are not associated with overt diabetes.

Published
2010
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21. Erratum: New genetic loci implicated in fasting glucose homeostasis and their impact on type 2 diabetes risk

Author

Dupuis, Josée, primary, Langenberg, Claudia, additional, Prokopenko, Inga, additional, Saxena, Richa, additional, Soranzo, Nicole, additional, Jackson, Anne U, additional, Wheeler, Eleanor, additional, Glazer, Nicole L, additional, Bouatia-Naji, Nabila, additional, Gloyn, Anna L, additional, Lindgren, Cecilia M, additional, Mägi, Reedik, additional, Morris, Andrew P, additional, Randall, Joshua, additional, Johnson, Toby, additional, Elliott, Paul, additional, Rybin, Denis, additional, Thorleifsson, Gudmar, additional, Steinthorsdottir, Valgerdur, additional, Henneman, Peter, additional, Grallert, Harald, additional, Dehghan, Abbas, additional, Hottenga, Jouke Jan, additional, Franklin, Christopher S, additional, Navarro, Pau, additional, Song, Kijoung, additional, Goel, Anuj, additional, Perry, John R B, additional, Egan, Josephine M, additional, Lajunen, Taina, additional, Grarup, Niels, additional, Sparsø, Thomas, additional, Doney, Alex, additional, Voight, Benjamin F, additional, Stringham, Heather M, additional, Li, Man, additional, Kanoni, Stavroula, additional, Shrader, Peter, additional, Cavalcanti-Proença, Christine, additional, Kumari, Meena, additional, Qi, Lu, additional, Timpson, Nicholas J, additional, Gieger, Christian, additional, Zabena, Carina, additional, Rocheleau, Ghislain, additional, Ingelsson, Erik, additional, An, Ping, additional, O'Connell, Jeffrey, additional, Luan, Jian'an, additional, Elliott, Amanda, additional, McCarroll, Steven A, additional, Payne, Felicity, additional, Roccasecca, Rosa Maria, additional, Pattou, François, additional, Sethupathy, Praveen, additional, Ardlie, Kristin, additional, Ariyurek, Yavuz, additional, Balkau, Beverley, additional, Barter, Philip, additional, Beilby, John P, additional, Ben-Shlomo, Yoav, additional, Benediktsson, Rafn, additional, Bennett, Amanda J, additional, Bergmann, Sven, additional, Bochud, Murielle, additional, Boerwinkle, Eric, additional, Bonnefond, Amélie, additional, Bonnycastle, Lori L, additional, Borch-Johnsen, Knut, additional, Böttcher, Yvonne, additional, Brunner, Eric, additional, Bumpstead, Suzannah J, additional, Charpentier, Guillaume, additional, Chen, Yii-Der Ida, additional, Chines, Peter, additional, Clarke, Robert, additional, Coin, Lachlan J M, additional, Cooper, Matthew N, additional, Cornelis, Marilyn, additional, Crawford, Gabe, additional, Crisponi, Laura, additional, Day, Ian N M, additional, de Geus, Eco J C, additional, Delplanque, Jerome, additional, Dina, Christian, additional, Erdos, Michael R, additional, Fedson, Annette C, additional, Fischer-Rosinsky, Antje, additional, Forouhi, Nita G, additional, Fox, Caroline S, additional, Frants, Rune, additional, Franzosi, Maria Grazia, additional, Galan, Pilar, additional, Goodarzi, Mark O, additional, Graessler, Jürgen, additional, Groves, Christopher J, additional, Grundy, Scott, additional, Gwilliam, Rhian, additional, Gyllensten, Ulf, additional, Hadjadj, Samy, additional, Hallmans, Göran, additional, Hammond, Naomi, additional, Han, Xijing, additional, Hartikainen, Anna-Liisa, additional, Hassanali, Neelam, additional, Hayward, Caroline, additional, Heath, Simon C, additional, Hercberg, Serge, additional, Herder, Christian, additional, Hicks, Andrew A, additional, Hillman, David R, additional, Hingorani, Aroon D, additional, Hofman, Albert, additional, Hui, Jennie, additional, Hung, Joe, additional, Isomaa, Bo, additional, Johnson, Paul R V, additional, Jørgensen, Torben, additional, Jula, Antti, additional, Kaakinen, Marika, additional, Kaprio, Jaakko, additional, Kesaniemi, Y Antero, additional, Kivimaki, Mika, additional, Knight, Beatrice, additional, Koskinen, Seppo, additional, Kovacs, Peter, additional, Kyvik, Kirsten Ohm, additional, Lathrop, G Mark, additional, Lawlor, Debbie A, additional, Le Bacquer, Olivier, additional, Lecoeur, Cécile, additional, Li, Yun, additional, Lyssenko, Valeriya, additional, Mahley, Robert, additional, Mangino, Massimo, additional, Manning, Alisa K, additional, Martínez-Larrad, María Teresa, additional, McAteer, Jarred B, additional, McCulloch, Laura J, additional, McPherson, Ruth, additional, Meisinger, Christa, additional, Melzer, David, additional, Meyre, David, additional, Mitchell, Braxton D, additional, Morken, Mario A, additional, Mukherjee, Sutapa, additional, Naitza, Silvia, additional, Narisu, Narisu, additional, Neville, Matthew J, additional, Oostra, Ben A, additional, Orrù, Marco, additional, Pakyz, Ruth, additional, Palmer, Colin N A, additional, Paolisso, Giuseppe, additional, Pattaro, Cristian, additional, Pearson, Daniel, additional, Peden, John F, additional, Pedersen, Nancy L, additional, Perola, Markus, additional, Pfeiffer, Andreas F H, additional, Pichler, Irene, additional, Polasek, Ozren, additional, Posthuma, Danielle, additional, Potter, Simon C, additional, Pouta, Anneli, additional, Province, Michael A, additional, Psaty, Bruce M, additional, Rathmann, Wolfgang, additional, Rayner, Nigel W, additional, Rice, Kenneth, additional, Ripatti, Samuli, additional, Rivadeneira, Fernando, additional, Roden, Michael, additional, Rolandsson, Olov, additional, Sandbaek, Annelli, additional, Sandhu, Manjinder, additional, Sanna, Serena, additional, Sayer, Avan Aihie, additional, Scheet, Paul, additional, Scott, Laura J, additional, Seedorf, Udo, additional, Sharp, Stephen J, additional, Shields, Beverley, additional, SigurÐsson, Gunnar, additional, Sijbrands, Eric J G, additional, Silveira, Angela, additional, Simpson, Laila, additional, Singleton, Andrew, additional, Smith, Nicholas L, additional, Sovio, Ulla, additional, Swift, Amy, additional, Syddall, Holly, additional, Syvänen, Ann-Christine, additional, Tanaka, Toshiko, additional, Thorand, Barbara, additional, Tichet, Jean, additional, Tönjes, Anke, additional, Tuomi, Tiinamaija, additional, Uitterlinden, André G, additional, van Dijk, Ko Willems, additional, van Hoek, Mandy, additional, Varma, Dhiraj, additional, Visvikis-Siest, Sophie, additional, Vitart, Veronique, additional, Vogelzangs, Nicole, additional, Waeber, Gérard, additional, Wagner, Peter J, additional, Walley, Andrew, additional, Walters, G Bragi, additional, Ward, Kim L, additional, Watkins, Hugh, additional, Weedon, Michael N, additional, Wild, Sarah H, additional, Willemsen, Gonneke, additional, Witteman, Jaqueline C M, additional, Yarnell, John W G, additional, Zeggini, Eleftheria, additional, Zelenika, Diana, additional, Zethelius, Björn, additional, Zhai, Guangju, additional, Zhao, Jing Hua, additional, Zillikens, M Carola, additional, Consortium, DIAGRAM, additional, Consortium, GIANT, additional, Consortium, Global BPgen, additional, Borecki, Ingrid B, additional, Loos, Ruth J F, additional, Meneton, Pierre, additional, Magnusson, Patrik K E, additional, Nathan, David M, additional, Williams, Gordon H, additional, Hattersley, Andrew T, additional, Silander, Kaisa, additional, Salomaa, Veikko, additional, Smith, George Davey, additional, Bornstein, Stefan R, additional, Schwarz, Peter, additional, Spranger, Joachim, additional, Karpe, Fredrik, additional, Shuldiner, Alan R, additional, Cooper, Cyrus, additional, Dedoussis, George V, additional, Serrano-Ríos, Manuel, additional, Morris, Andrew D, additional, Lind, Lars, additional, Palmer, Lyle J, additional, Hu, Frank B, additional, Franks, Paul W, additional, Ebrahim, Shah, additional, Marmot, Michael, additional, Kao, W H Linda, additional, Pankow, James S, additional, Sampson, Michael J, additional, Kuusisto, Johanna, additional, Laakso, Markku, additional, Hansen, Torben, additional, Pedersen, Oluf, additional, Pramstaller, Peter Paul, additional, Wichmann, H Erich, additional, Illig, Thomas, additional, Rudan, Igor, additional, Wright, Alan F, additional, Stumvoll, Michael, additional, Campbell, Harry, additional, Wilson, James F, additional, Hamsten, Anders, additional, Bergman, Richard N, additional, Buchanan, Thomas A, additional, Collins, Francis S, additional, Mohlke, Karen L, additional, Tuomilehto, Jaakko, additional, Valle, Timo T, additional, Altshuler, David, additional, Rotter, Jerome I, additional, Siscovick, David S, additional, Penninx, Brenda W J H, additional, Boomsma, Dorret I, additional, Deloukas, Panos, additional, Spector, Timothy D, additional, Frayling, Timothy M, additional, Ferrucci, Luigi, additional, Kong, Augustine, additional, Thorsteinsdottir, Unnur, additional, Stefansson, Kari, additional, van Duijn, Cornelia M, additional, Aulchenko, Yurii S, additional, Cao, Antonio, additional, Scuteri, Angelo, additional, Schlessinger, David, additional, Uda, Manuela, additional, Ruokonen, Aimo, additional, Jarvelin, Marjo-Riitta, additional, Waterworth, Dawn M, additional, Vollenweider, Peter, additional, Peltonen, Leena, additional, Mooser, Vincent, additional, Abecasis, Goncalo R, additional, Wareham, Nicholas J, additional, Sladek, Robert, additional, Froguel, Philippe, additional, Watanabe, Richard M, additional, Meigs, James B, additional, Groop, Leif, additional, Boehnke, Michael, additional, McCarthy, Mark I, additional, Florez, Jose C, additional, and Barroso, Inês, additional

Published
2010
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22. The Association of C-Reactive Protein and CRP Genotype with Coronary Heart Disease: Findings from Five Studies with 4,610 Cases amongst 18,637 Participants

Author

Lawlor, Debbie A., primary, Harbord, Roger M., additional, Timpson, Nic J., additional, Lowe, Gordon D. O., additional, Rumley, Ann, additional, Gaunt, Tom R., additional, Baker, Ian, additional, Yarnell, John W. G., additional, Kivimäki, Mika, additional, Kumari, Meena, additional, Norman, Paul E., additional, Jamrozik, Konrad, additional, Hankey, Graeme J., additional, Almeida, Osvaldo P., additional, Flicker, Leon, additional, Warrington, Nicole, additional, Marmot, Michael G., additional, Ben-Shlomo, Yoav, additional, Palmer, Lyle J., additional, Day, Ian N. M., additional, Ebrahim, Shah, additional, and Smith, George Davey, additional

Published
2008
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29. The stroke offspring study: is parental stroke history of value in targeted risk factor screening?

Author

Hart, Nigel D., Cupples, Margaret E., Wiggam, M. Ivan, Patterson, Christopher C., and Yarnell, John W. G.

Subjects
CEREBROVASCULAR disease risk factors, AGE, GENDER, SOCIAL classes, MEDICAL screening
Abstract

AimThis study aimed to compare the prevalence of stroke risk factors among people with a parental history of stroke to those in a control group of individuals, of similar age, gender and social class, with no parental stroke history.BackgroundParental stroke increases an individual’s risk of stroke, but little is known of the potential value of using this information in targeted screening for primary prevention in general practice.MethodWe sent questionnaires to 300 randomly selected individuals aged 40–65 years, in each of 11 different general practices in Northern Ireland. Among 1061 responses received within six weeks, 332 reported a parental history of stroke (31.3%). We matched respondents with (cases) and without (controls) a parental history of stroke on characteristics of age, gender and socioeconomic status. Matched pairs were invited to attend a consultation at which their diet and exercise habits were assessed using validated questionnaires and height, weight, blood pressure and serum lipids and glucose were measured.FindingsMatched data were available for 199 case–control pairs (398 individuals). Mean systolic and diastolic blood pressures were significantly higher in cases than in paired controls (systolic 146.3 versus 140.6 mmHg (P < 0.01); diastolic 87.7 versus 85.0 mmHg (P = 0.014)). Cases consumed more alcohol than their paired controls (13.8 versus 10.1 U/week (P < 0.01)), but their measures of body mass index, lipids, diabetes, diet and exercise did not differ significantly. The results of this study suggest that screening offspring of patients with stroke in respect of blood pressure has potential value in identifying people likely to benefit from primary prevention, but do not support the adoption of a targeted screening strategy for other commonly cited stroke risk factors. [ABSTRACT FROM PUBLISHER]

Published
2010
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30. Lack of association between serological evidence of past Coxiella burnetii infection and incident ischaemic heart disease: nested case-control study.

Author

McCaughey, Conall, Murray, Liam J., McKenna, James P., Coyle, Peter V., O'Neill, Hugh J., Wyatt, Dorothy E., Woodside, Jayne V., Yarnell, John W. G., Ducimetiere, Pierre, Bingham, Annie, Amouyel, Philippe, Montaye, Michele, Arveiler, Dominique, Haas, Bernadette, Ferrieres, Jean, and Ruidavets, Jean-Bernard

Subjects
ISCHEMIA, SEROLOGY, COXIELLA burnetii, INFECTION, ZOONOSES, Q fever, EPIDEMIOLOGY
Abstract

Background: Coxiella burnetii causes the common worldwide zoonotic infection, Q fever. It has been previously suggested that patients who had recovered from acute Q fever (whether symptomatic or otherwise) may be at increased risk of ischaemic heart disease. We undertook this study to determine if past infection with Coxiella burnetii, the aetiological agent of Q fever, is a risk factor for the subsequent development of ischaemic heart disease. Methods: A nested case-control study within the Prospective Epidemiological Study of Myocardial Infarction (PRIME). The PRIME study is a cohort study of 10,593 middle-aged men undertaken in France and Northern Ireland in the 1990s. A total of 335 incident cases of ischaemic heart disease (IHD) were identified and each case was matched to 2 IHD free controls. Q fever seropositivity was determined using a commercial IgG ELISA method. Results: Seroprevalence of Q fever in the controls from Northern Ireland and France were 7.8% and 9.0% respectively. No association was seen between seropositivity and age, smoking, lipid levels, or inflammatory markers. The unadjusted odds ratio (95% CI) for Q fever seropositivity in cases compared to controls was 0.95 (0.59, 1.57). The relationship was substantially unaltered following adjustment for cardiovascular risk factors and potential confounders. Conclusion: Serological evidence of past infection with C. burnetii was not found to be associated with an increased risk of IHD. [ABSTRACT FROM AUTHOR]

Published
2005
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32. Total and Differential Leukocyte Counts as Predictors of Ischemic Heart Disease: The Caerphilly and Speedwell Studies.

Author

Sweetnam, Peter M., Thomas, Hugh F., Yarnell, John W. G., Baker, Ian A., and Elwood, Peter C.

Subjects
EOSINOPHIL disorders, EOSINOPHILS, CORONARY heart disease risk factors, LEUKOCYTE count, HEALTH, SMOKING, NEUTROPHILS
Abstract

A number of studies have shown total leukocyte count to be a risk factor for ischemic heart disease, but there is little information on the role of the individual types of leukocyte, and the role of smoking is controversial. The Caerphilty and Speedwell studies recruited 4, 860 men aged 45–63 years between 1979 and 1983 in South Wales and the West of England, respectively. At the 10-year follow-up, the total leukocyte count predicted ischemic heart disease events after adjusting for the classical risk factors, including smoking. Five-year follow-up results were available for differential white cell counts. The main contributor to the increase in total count in the men who developed disease was the neutrophil count. There was also a statistically significant increase in the eosinophil count. Am J Epidemiol 1997; 145: 416-21. [ABSTRACT FROM AUTHOR]

Published
1997
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35. Effect of B-group vitamins and antioxidants vitamins on hyperhomocysteinemia: A double-blind...

Author

Woodside, Jayne V., Yarnell, John W. G., McMaster, Dorothy, Young, Ian S., Harmon, Dawn L., McCrum, Evelyn E., Patterson, Chris C., Gey, K. Fred, Whitehead, Alexander S., and Evans, Alun

Subjects
CARDIOVASCULAR diseases risk factors
Abstract

Focuses on a screening survey which examined the acception of mild hyperhomocysteinemia as a risk factor for premature cardiovascular disease in males from an industrial area. Definition of homocysteine; How homocysteine is formed; Testing of dietary deficiencies in common food sources; Identification of the food sources; Method used to conducted study; Detailed information on the findings from the study.

Published
1998
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37. Exercise for the Prevention of Cardiovascular Disease: How Vigorous and How Often?

Author

Shicheng Yu and Yarnell, John W. G.

Subjects
*EPIDEMIOLOGICAL research, *ACTIVITIES of daily living, *CARDIOVASCULAR diseases, *LEISURE
Abstract

Epidemiological studies continue to question the recommendations to the general public on physical activity, particularly whether vigorous, intense activity is required or desirable to reduce the risk of premature cardiovascular disease. Here the authors review the evidence before and after the US Surgeon General's Report of 1996 in a wide range of occupational and population groups, noting that the necessity for physical activity at work or in our leisure time has declined steeply since the early epidemiological studies in the 1950s and 1960s. The authors suggest that further meta-analyses should be conducted among selected population groups to ensure that preventive advice is appropriate for specific age and sex groups in the population. [ABSTRACT FROM AUTHOR]

Published
2004

38. Sex-stratified genome-wide association studies including 270,000 individuals show sexual dimorphism in genetic loci for anthropometric traits

Author

Randall, Joshua C., Winkler, Thomas W., Kutalik, Zoltán, Berndt, Sonja I., Jackson, Anne U., Monda, Keri L., Kilpeläinen, Tuomas O., Esko, Tõnu, Mägi, Reedik, Li, Shengxu, Workalemahu, Tsegaselassie, Feitosa, Mary F., Croteau-Chonka, Damien C., Day, Felix R., Fall, Tove, Ferreira, Teresa, Gustafsson, Stefan, Locke, Adam E., Mathieson, Iain, Scherag, Andre, Vedantam, Sailaja, Wood, Andrew R., Liang, Liming, Steinthorsdottir, Valgerdur, Thorleifsson, Gudmar, Dermitzakis, Emmanouil T., Dimas, Antigone S., Karpe, Fredrik, Min, Josine L., Nicholson, George, Clegg, Deborah J., Person, Thomas, Krohn, Jon P., Bauer, Sabrina, Buechler, Christa, Eisinger, Kristina, Diagram Consortium, Bonnefond, Amélie, Froguel, Philippe, Magic Investigators, Hottenga, Jouke-Jan, Prokopenko, Inga, Waite, Lindsay L., Harris, Tamara B., Smith, Albert Vernon, Shuldiner, Alan R., McArdle, Wendy L., Caulfield, Mark J., Munroe, Patricia B., Grönberg, Henrik, Chen, Yii-Der Ida, Li, Guo, Beckmann, Jacques S., Johnson, Toby, Thorsteinsdottir, Unnur, Teder-Laving, Maris, Khaw, Kay-Tee, Wareham, Nicholas J., Zhao, Jing Hua, Amin, Najaf, Oostra, Ben A., Kraja, Aldi T., Province, Michael A., Cupples, L. Adrienne, Heard-Costa, Nancy L., Kaprio, Jaakko, Ripatti, Samuli, Surakka, Ida, Collins, Francis S., Saramies, Jouko, Tuomilehto, Jaakko, Jula, Antti, Salomaa, Veikko, Erdmann, Jeanette, Hengstenberg, Christian, Loley, Christina, Schunkert, Heribert, Lamina, Claudia, Wichmann, H. Erich, Albrecht, Eva, Gieger, Christian, Hicks, Andrew A., Johansson, Asa, Pramstaller, Peter P., Kathiresan, Sekar, Speliotes, Elizabeth K., Penninx, Brenda, Hartikainen, Anna-Liisa, Jarvelin, Marjo-Riitta, Gyllensten, Ulf, Boomsma, Dorret I., Campbell, Harry, Wilson, James F., Chanock, Stephen J., Farrall, Martin, Goel, Anuj, Medina-Gomez, Carolina, Rivadeneira, Fernando, Estrada, Karol, Uitterlinden, André G., Hofman, Albert, Zillikens, M. Carola, den Heijer, Martin, Kiemeney, Lambertus A., Maschio, Andrea, Hall, Per, Tyrer, Jonathan, Teumer, Alexander, Völzke, Henry, Kovacs, Peter, Tönjes, Anke, Mangino, Massimo, Spector, Tim D., Hayward, Caroline, Rudan, Igor, Hall, Alistair S., Samani, Nilesh J., Attwood, Antony Paul, Sambrook, Jennifer G., Hung, Joseph, Palmer, Lyle J., Lokki, Marja-Liisa, Sinisalo, Juha, Boucher, Gabrielle, Huikuri, Heikki, Lorentzon, Mattias, Ohlsson, Claes, Eklund, Niina, Eriksson, Johan G., Barlassina, Cristina, Rivolta, Carlo, Nolte, Ilja M., Snieder, Harold, Van der Klauw, Melanie M., Van Vliet-Ostaptchouk, Jana V., Gejman, Pablo V., Shi, Jianxin, Jacobs, Kevin B., Wang, Zhaoming, Bakker, Stephan J. L., Mateo Leach, Irene, Navis, Gerjan, van der Harst, Pim, Martin, Nicholas G., Medland, Sarah E., Montgomery, Grant W., Yang, Jian, Chasman, Daniel I., Ridker, Paul M., Rose, Lynda M., Lehtimäki, Terho, Raitakari, Olli, Absher, Devin, Iribarren, Carlos, Basart, Hanneke, Hovingh, Kees G., Hyppönen, Elina, Power, Chris, Anderson, Denise, Beilby, John P., Hui, Jennie, Jolley, Jennifer, Sager, Hendrik, Bornstein, Stefan R., Schwarz, Peter E. H., Kristiansson, Kati, Perola, Markus, Lindström, Jaana, Swift, Amy J., Uusitupa, Matti, Atalay, Mustafa, Lakka, Timo A., Rauramaa, Rainer, Bolton, Jennifer L., Fowkes, Gerry, Fraser, Ross M., Price, Jackie F., Fischer, Krista, Krjutå Kov, Kaarel, Metspalu, Andres, Mihailov, Evelin, Langenberg, Claudia, Luan, Jian'an, Ong, Ken K., Chines, Peter S., Keinanen-Kiukaanniemi, Sirkka M., Saaristo, Timo E., Edkins, Sarah, Franks, Paul W., Hallmans, Göran, Shungin, Dmitry, Morris, Andrew David, Palmer, Colin N. A., Erbel, Raimund, Moebus, Susanne, Nöthen, Markus M., Pechlivanis, Sonali, Hveem, Kristian, Narisu, Narisu, Hamsten, Anders, Humphries, Steve E., Strawbridge, Rona J., Tremoli, Elena, Grallert, Harald, Thorand, Barbara, Illig, Thomas, Koenig, Wolfgang, Müller-Nurasyid, Martina, Peters, Annette, Boehm, Bernhard O., Kleber, Marcus E., März, Winfried, Winkelmann, Bernhard R., Kuusisto, Johanna, Laakso, Markku, Arveiler, Dominique, Cesana, Giancarlo, Kuulasmaa, Kari, Virtamo, Jarmo, Yarnell, John W. G., Kuh, Diana, Wong, Andrew, Lind, Lars, de Faire, Ulf, Gigante, Bruna, Magnusson, Patrik K. E., Pedersen, Nancy L., Dedoussis, George, Dimitriou, Maria, Kolovou, Genovefa, Kanoni, Stavroula, Stirrups, Kathleen, Bonnycastle, Lori L., Njølstad, Inger, Wilsgaard, Tom, Ganna, Andrea, Rehnberg, Emil, Hingorani, Aroon, Kivimaki, Mika, Kumari, Meena, Assimes, Themistocles L., Barroso, Inês, Boehnke, Michael, Borecki, Ingrid B., Deloukas, Panos, Fox, Caroline S., Frayling, Timothy, Groop, Leif C., Haritunians, Talin, Hunter, David, Ingelsson, Erik, Kaplan, Robert, Mohlke, Karen L., O'Connell, Jeffrey R., Schlessinger, David, Strachan, David P., Stefansson, Kari, van Duijn, Cornelia M., Abecasis, Gonçalo R., McCarthy, Mark I., Hirschhorn, Joel N., Qi, Lu, Loos, Ruth J. F., Lindgren, Cecilia M., North, Kari E., and Heid, Iris M.

Subjects
2. Zero hunger

39. Status of Novel Cardiovascular Risk Factor and Cardiovascular Disease Risk in an Urban Cuban Population--A Pilot Study.

Author

Rodriguez-Ojea, Arturo, Alonso, Celia, Yarnell, John W. G., and Woodside, Jayne V.

Subjects
*CARDIOVASCULAR diseases risk factors, *CUBANS, *CAROTENOIDS, *CROSS-sectional method, *DISEASE prevalence, *DISEASES, CARDIOVASCULAR disease related mortality
Abstract

Cardiovascular disease is the main cause of death in Cuba, yet the prevalence of novel risk factors is not known. To examine the prevalence of risk factors of traditional and novel cardiovascular diseases (CVDs) among an urban Cuban population, a cross-sectional pilot survey was undertaken in Havana city, Cuba. Ninety-seven adults aged 45-60 years registered to receive medical care at a policlinic. The prevalences of rates of CVD risk factors were: hypertension (≥140/90 mmHg) (53.6%), hypercholesterolaemia (total cholesterol >5.2 mmol/L) (47.0%), low high-density lipoprotein (HDL)-cholesterol (<1.03 mmol/L) (64.3%); diabetes (self-reported) (24.6%); metabolic syndrome (ATP III criteria) (58.2%); overweight and obesity (body mass index ≥25 kg/m2) (78.0%); current smoking (39.3%); elevated level of C-reactive protein (3 15 µmol/L) (11.1%). The total carotenoid status was independently associated with waist-circumference and risk of diabetes and metabolic syndrome. In this small unrepresentative sample of people aged 40-65 years from Havana city, there was a high prevalence of traditional and novel CVD risk factors. The total serum carotenoid status appeared to be associated with an increased prevalence of CVD risk factors. [ABSTRACT FROM AUTHOR]

Published
2011
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40. Age- and sex-specific causal effects of adiposity on cardiovascular risk factors.

Author

Fall T, Hägg S, Ploner A, Mägi R, Fischer K, Draisma HH, Sarin AP, Benyamin B, Ladenvall C, Åkerlund M, Kals M, Esko T, Nelson CP, Kaakinen M, Huikari V, Mangino M, Meirhaeghe A, Kristiansson K, Nuotio ML, Kobl M, Grallert H, Dehghan A, Kuningas M, de Vries PS, de Bruijn RF, Willems SM, Heikkilä K, Silventoinen K, Pietiläinen KH, Legry V, Giedraitis V, Goumidi L, Syvänen AC, Strauch K, Koenig W, Lichtner P, Herder C, Palotie A, Menni C, Uitterlinden AG, Kuulasmaa K, Havulinna AS, Moreno LA, Gonzalez-Gross M, Evans A, Tregouet DA, Yarnell JW, Virtamo J, Ferrières J, Veronesi G, Perola M, Arveiler D, Brambilla P, Lind L, Kaprio J, Hofman A, Stricker BH, van Duijn CM, Ikram MA, Franco OH, Cottel D, Dallongeville J, Hall AS, Jula A, Tobin MD, Penninx BW, Peters A, Gieger C, Samani NJ, Montgomery GW, Whitfield JB, Martin NG, Groop L, Spector TD, Magnusson PK, Amouyel P, Boomsma DI, Nilsson PM, Järvelin MR, Lyssenko V, Metspalu A, Strachan DP, Salomaa V, Ripatti S, Pedersen NL, Prokopenko I, McCarthy MI, and Ingelsson E

Subjects
Blood Pressure, C-Reactive Protein metabolism, Cholesterol, HDL blood, Cholesterol, HDL metabolism, Female, Humans, Insulin blood, Interleukin-6, Male, Middle Aged, Sex Factors, Triglycerides blood, Triglycerides metabolism, Adiposity physiology, Aging physiology, Cardiovascular Diseases metabolism
Abstract

Observational studies have reported different effects of adiposity on cardiovascular risk factors across age and sex. Since cardiovascular risk factors are enriched in obese individuals, it has not been easy to dissect the effects of adiposity from those of other risk factors. We used a Mendelian randomization approach, applying a set of 32 genetic markers to estimate the causal effect of adiposity on blood pressure, glycemic indices, circulating lipid levels, and markers of inflammation and liver disease in up to 67,553 individuals. All analyses were stratified by age (cutoff 55 years of age) and sex. The genetic score was associated with BMI in both nonstratified analysis (P = 2.8 × 10(-107)) and stratified analyses (all P < 3.3 × 10(-30)). We found evidence of a causal effect of adiposity on blood pressure, fasting levels of insulin, C-reactive protein, interleukin-6, HDL cholesterol, and triglycerides in a nonstratified analysis and in the <55-year stratum. Further, we found evidence of a smaller causal effect on total cholesterol (P for difference = 0.015) in the ≥55-year stratum than in the <55-year stratum, a finding that could be explained by biology, survival bias, or differential medication. In conclusion, this study extends previous knowledge of the effects of adiposity by providing sex- and age-specific causal estimates on cardiovascular risk factors., (© 2015 by the American Diabetes Association. Readers may use this article as long as the work is properly cited, the use is educational and not for profit, and the work is not altered.)

Published
2015
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41. Sex-stratified genome-wide association studies including 270,000 individuals show sexual dimorphism in genetic loci for anthropometric traits.

Author

Randall JC, Winkler TW, Kutalik Z, Berndt SI, Jackson AU, Monda KL, Kilpeläinen TO, Esko T, Mägi R, Li S, Workalemahu T, Feitosa MF, Croteau-Chonka DC, Day FR, Fall T, Ferreira T, Gustafsson S, Locke AE, Mathieson I, Scherag A, Vedantam S, Wood AR, Liang L, Steinthorsdottir V, Thorleifsson G, Dermitzakis ET, Dimas AS, Karpe F, Min JL, Nicholson G, Clegg DJ, Person T, Krohn JP, Bauer S, Buechler C, Eisinger K, Bonnefond A, Froguel P, Hottenga JJ, Prokopenko I, Waite LL, Harris TB, Smith AV, Shuldiner AR, McArdle WL, Caulfield MJ, Munroe PB, Grönberg H, Chen YD, Li G, Beckmann JS, Johnson T, Thorsteinsdottir U, Teder-Laving M, Khaw KT, Wareham NJ, Zhao JH, Amin N, Oostra BA, Kraja AT, Province MA, Cupples LA, Heard-Costa NL, Kaprio J, Ripatti S, Surakka I, Collins FS, Saramies J, Tuomilehto J, Jula A, Salomaa V, Erdmann J, Hengstenberg C, Loley C, Schunkert H, Lamina C, Wichmann HE, Albrecht E, Gieger C, Hicks AA, Johansson A, Pramstaller PP, Kathiresan S, Speliotes EK, Penninx B, Hartikainen AL, Jarvelin MR, Gyllensten U, Boomsma DI, Campbell H, Wilson JF, Chanock SJ, Farrall M, Goel A, Medina-Gomez C, Rivadeneira F, Estrada K, Uitterlinden AG, Hofman A, Zillikens MC, den Heijer M, Kiemeney LA, Maschio A, Hall P, Tyrer J, Teumer A, Völzke H, Kovacs P, Tönjes A, Mangino M, Spector TD, Hayward C, Rudan I, Hall AS, Samani NJ, Attwood AP, Sambrook JG, Hung J, Palmer LJ, Lokki ML, Sinisalo J, Boucher G, Huikuri H, Lorentzon M, Ohlsson C, Eklund N, Eriksson JG, Barlassina C, Rivolta C, Nolte IM, Snieder H, Van der Klauw MM, Van Vliet-Ostaptchouk JV, Gejman PV, Shi J, Jacobs KB, Wang Z, Bakker SJ, Mateo Leach I, Navis G, van der Harst P, Martin NG, Medland SE, Montgomery GW, Yang J, Chasman DI, Ridker PM, Rose LM, Lehtimäki T, Raitakari O, Absher D, Iribarren C, Basart H, Hovingh KG, Hyppönen E, Power C, Anderson D, Beilby JP, Hui J, Jolley J, Sager H, Bornstein SR, Schwarz PE, Kristiansson K, Perola M, Lindström J, Swift AJ, Uusitupa M, Atalay M, Lakka TA, Rauramaa R, Bolton JL, Fowkes G, Fraser RM, Price JF, Fischer K, Krjutå Kov K, Metspalu A, Mihailov E, Langenberg C, Luan J, Ong KK, Chines PS, Keinanen-Kiukaanniemi SM, Saaristo TE, Edkins S, Franks PW, Hallmans G, Shungin D, Morris AD, Palmer CN, Erbel R, Moebus S, Nöthen MM, Pechlivanis S, Hveem K, Narisu N, Hamsten A, Humphries SE, Strawbridge RJ, Tremoli E, Grallert H, Thorand B, Illig T, Koenig W, Müller-Nurasyid M, Peters A, Boehm BO, Kleber ME, März W, Winkelmann BR, Kuusisto J, Laakso M, Arveiler D, Cesana G, Kuulasmaa K, Virtamo J, Yarnell JW, Kuh D, Wong A, Lind L, de Faire U, Gigante B, Magnusson PK, Pedersen NL, Dedoussis G, Dimitriou M, Kolovou G, Kanoni S, Stirrups K, Bonnycastle LL, Njølstad I, Wilsgaard T, Ganna A, Rehnberg E, Hingorani A, Kivimaki M, Kumari M, Assimes TL, Barroso I, Boehnke M, Borecki IB, Deloukas P, Fox CS, Frayling T, Groop LC, Haritunians T, Hunter D, Ingelsson E, Kaplan R, Mohlke KL, O'Connell JR, Schlessinger D, Strachan DP, Stefansson K, van Duijn CM, Abecasis GR, McCarthy MI, Hirschhorn JN, Qi L, Loos RJ, Lindgren CM, North KE, and Heid IM

Subjects
Body Height genetics, Body Mass Index, Body Weight genetics, Female, Genetic Loci, Genome, Human, Humans, Male, Polymorphism, Single Nucleotide, Waist Circumference genetics, Waist-Hip Ratio, Anthropometry methods, Body Weights and Measures, Genome-Wide Association Study, Sex Characteristics
Abstract

Given the anthropometric differences between men and women and previous evidence of sex-difference in genetic effects, we conducted a genome-wide search for sexually dimorphic associations with height, weight, body mass index, waist circumference, hip circumference, and waist-to-hip-ratio (133,723 individuals) and took forward 348 SNPs into follow-up (additional 137,052 individuals) in a total of 94 studies. Seven loci displayed significant sex-difference (FDR<5%), including four previously established (near GRB14/COBLL1, LYPLAL1/SLC30A10, VEGFA, ADAMTS9) and three novel anthropometric trait loci (near MAP3K1, HSD17B4, PPARG), all of which were genome-wide significant in women (P<5×10(-8)), but not in men. Sex-differences were apparent only for waist phenotypes, not for height, weight, BMI, or hip circumference. Moreover, we found no evidence for genetic effects with opposite directions in men versus women. The PPARG locus is of specific interest due to its role in diabetes genetics and therapy. Our results demonstrate the value of sex-specific GWAS to unravel the sexually dimorphic genetic underpinning of complex traits., Competing Interests: I have read the journal's policy and we have the following conflicts: Kari Stefansson, Valgerdur Steinthorsdottir, and Gudmar Thorleifsson are employed by deCODE Genetics with stock/stock options in the company. Inês Barroso and spouse own stock in Incyte Ltd and GlaxoSmithKline. Nilesh J Samani holds a Chair supported by the British Heart Foundation and is an NIHR Senior Investigator.

Published
2013
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42. Is dieting behaviour decreasing in young adolescents?

Author

Whittle CR, Yarnell JW, Stevenson M, McCay N, Gaffney BP, Shields MD, and Woodside JV

Subjects
Adolescent, Body Height, Body Weight, Child, Cross-Sectional Studies, Female, Humans, Male, Northern Ireland epidemiology, Nutrition Surveys, Prevalence, Socioeconomic Factors, Diet, Reducing statistics & numerical data, Obesity epidemiology, Thinness epidemiology
Abstract

Objective: To report trends in underweight, overweight and obesity in 12-15-year-old adolescents and examine changes in dieting behaviour, which have been less well documented., Design: Comparison of two independent representative cross-sectional surveys., Setting: Northern Ireland., Subjects: Weight and height were objectively measured in 1324 boys and 1160 girls in 1996 and 1274 boys and 1374 girls in 2007. Participants reported whether they were following any particular diet including a self-proposed or prescribed weight-reduction diet., Results: Overweight and obesity increased in girls from 15 % to 23 % and 2 % to 6 %, respectively. Increases were more modest in boys with overweight increasing from 13 % to 18 % and obesity from 3 % to 6 %. The proportion of underweight adolescents decreased from 9 % to 6 % in girls and 8 % to 5 % in boys. Evidence of social disparity was observed in girls from a manual socio-economic background, with overweight/obesity prevalence rates increasing from 21 % to 36 % compared with 15 % to 26 % in girls from a non-manual background. Despite these trends fewer adolescents, in particular girls, reported following weight-reduction diets (14 % of overweight/obese girls in 2007 v. 21 % in 1996; 8 % of boys in 2007 v. 13 % in 1996). Of these girls, the proportion from a manual background following weight-reduction diets decreased from 25 % to 11 %., Conclusions: Overweight and obesity are continuing to increase in adolescents despite government and media awareness strategies. There also appears to be reduced dieting behaviour, despite increasing body weight, particularly in girls from manual socio-economic backgrounds.

Published
2013
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43. Genetic associations for activated partial thromboplastin time and prothrombin time, their gene expression profiles, and risk of coronary artery disease.

Author

Tang W, Schwienbacher C, Lopez LM, Ben-Shlomo Y, Oudot-Mellakh T, Johnson AD, Samani NJ, Basu S, Gögele M, Davies G, Lowe GD, Tregouet DA, Tan A, Pankow JS, Tenesa A, Levy D, Volpato CB, Rumley A, Gow AJ, Minelli C, Yarnell JW, Porteous DJ, Starr JM, Gallacher J, Boerwinkle E, Visscher PM, Pramstaller PP, Cushman M, Emilsson V, Plump AS, Matijevic N, Morange PE, Deary IJ, Hicks AA, and Folsom AR

Subjects
Cohort Studies, Female, Gene Expression Profiling, Genome-Wide Association Study, Humans, Male, Middle Aged, Polymorphism, Single Nucleotide, Risk, Genetic Predisposition to Disease, Partial Thromboplastin Time, Prothrombin Time, Thromboembolism genetics, Thrombosis genetics
Abstract

Activated partial thromboplastin time (aPTT) and prothrombin time (PT) are clinical tests commonly used to screen for coagulation-factor deficiencies. One genome-wide association study (GWAS) has been reported previously for aPTT, but no GWAS has been reported for PT. We conducted a GWAS and meta-analysis to identify genetic loci for aPTT and PT. The GWAS for aPTT was conducted in 9,240 individuals of European ancestry from the Atherosclerosis Risk in Communities (ARIC) study, and the GWAS for PT was conducted in 2,583 participants from the Genetic Study of Three Population Microisolates in South Tyrol (MICROS) and the Lothian Birth Cohorts (LBC) of 1921 and 1936. Replication was assessed in 1,041 to 3,467 individuals. For aPTT, previously reported associations with KNG1, HRG, F11, F12, and ABO were confirmed. A second independent association in ABO was identified and replicated (rs8176704, p = 4.26 × 10(-24)). Pooling the ARIC and replication data yielded two additional loci in F5 (rs6028, p = 3.22 × 10(-9)) and AGBL1 (rs2469184, p = 3.61 × 10(-8)). For PT, significant associations were identified and confirmed in F7 (rs561241, p = 3.71 × 10(-56)) and PROCR/EDEM2 (rs2295888, p = 5.25 × 10(-13)). Assessment of existing gene expression and coronary artery disease (CAD) databases identified associations of five of the GWAS loci with altered gene expression and two with CAD. In summary, eight genetic loci that account for ∼29% of the variance in aPTT and two loci that account for ∼14% of the variance in PT were detected and supported by functional data., (Copyright © 2012 The American Society of Human Genetics. Published by Elsevier Inc. All rights reserved.)

Published
2012
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44. A genome-wide association search for type 2 diabetes genes in African Americans.

Author

Palmer ND, McDonough CW, Hicks PJ, Roh BH, Wing MR, An SS, Hester JM, Cooke JN, Bostrom MA, Rudock ME, Talbert ME, Lewis JP, Ferrara A, Lu L, Ziegler JT, Sale MM, Divers J, Shriner D, Adeyemo A, Rotimi CN, Ng MC, Langefeld CD, Freedman BI, Bowden DW, Voight BF, Scott LJ, Steinthorsdottir V, Morris AP, Dina C, Welch RP, Zeggini E, Huth C, Aulchenko YS, Thorleifsson G, McCulloch LJ, Ferreira T, Grallert H, Amin N, Wu G, Willer CJ, Raychaudhuri S, McCarroll SA, Langenberg C, Hofmann OM, Dupuis J, Qi L, Segrè AV, van Hoek M, Navarro P, Ardlie K, Balkau B, Benediktsson R, Bennett AJ, Blagieva R, Boerwinkle E, Bonnycastle LL, Boström KB, Bravenboer B, Bumpstead S, Burtt NP, Charpentier G, Chines PS, Cornelis M, Couper DJ, Crawford G, Doney AS, Elliott KS, Elliott AL, Erdos MR, Fox CS, Franklin CS, Ganser M, Gieger C, Grarup N, Green T, Griffin S, Groves CJ, Guiducci C, Hadjadj S, Hassanali N, Herder C, Isomaa B, Jackson AU, Johnson PR, Jørgensen T, Kao WH, Klopp N, Kong A, Kraft P, Kuusisto J, Lauritzen T, Li M, Lieverse A, Lindgren CM, Lyssenko V, Marre M, Meitinger T, Midthjell K, Morken MA, Narisu N, Nilsson P, Owen KR, Payne F, Perry JR, Petersen AK, Platou C, Proença C, Prokopenko I, Rathmann W, Rayner NW, Robertson NR, Rocheleau G, Roden M, Sampson MJ, Saxena R, Shields BM, Shrader P, Sigurdsson G, Sparsø T, Strassburger K, Stringham HM, Sun Q, Swift AJ, Thorand B, Tichet J, Tuomi T, van Dam RM, van Haeften TW, van Herpt T, van Vliet-Ostaptchouk JV, Walters GB, Weedon MN, Wijmenga C, Witteman J, Bergman RN, Cauchi S, Collins FS, Gloyn AL, Gyllensten U, Hansen T, Hide WA, Hitman GA, Hofman A, Hunter DJ, Hveem K, Laakso M, Mohlke KL, Morris AD, Palmer CN, Pramstaller PP, Rudan I, Sijbrands E, Stein LD, Tuomilehto J, Uitterlinden A, Walker M, Wareham NJ, Watanabe RM, Abecasis GR, Boehm BO, Campbell H, Daly MJ, Hattersley AT, Hu FB, Meigs JB, Pankow JS, Pedersen O, Wichmann HE, Barroso I, Florez JC, Frayling TM, Groop L, Sladek R, Thorsteinsdottir U, Wilson JF, Illig T, Froguel P, van Duijn CM, Stefansson K, Altshuler D, Boehnke M, McCarthy MI, Soranzo N, Wheeler E, Glazer NL, Bouatia-Naji N, Mägi R, Randall J, Johnson T, Elliott P, Rybin D, Henneman P, Dehghan A, Hottenga JJ, Song K, Goel A, Egan JM, Lajunen T, Doney A, Kanoni S, Cavalcanti-Proença C, Kumari M, Timpson NJ, Zabena C, Ingelsson E, An P, O'Connell J, Luan J, Elliott A, McCarroll SA, Roccasecca RM, Pattou F, Sethupathy P, Ariyurek Y, Barter P, Beilby JP, Ben-Shlomo Y, Bergmann S, Bochud M, Bonnefond A, Borch-Johnsen K, Böttcher Y, Brunner E, Bumpstead SJ, Chen YD, Chines P, Clarke R, Coin LJ, Cooper MN, Crisponi L, Day IN, de Geus EJ, Delplanque J, Fedson AC, Fischer-Rosinsky A, Forouhi NG, Frants R, Franzosi MG, Galan P, Goodarzi MO, Graessler J, Grundy S, Gwilliam R, Hallmans G, Hammond N, Han X, Hartikainen AL, Hayward C, Heath SC, Hercberg S, Hicks AA, Hillman DR, Hingorani AD, Hui J, Hung J, Jula A, Kaakinen M, Kaprio J, Kesaniemi YA, Kivimaki M, Knight B, Koskinen S, Kovacs P, Kyvik KO, Lathrop GM, Lawlor DA, Le Bacquer O, Lecoeur C, Li Y, Mahley R, Mangino M, Manning AK, Martínez-Larrad MT, McAteer JB, McPherson R, Meisinger C, Melzer D, Meyre D, Mitchell BD, Mukherjee S, Naitza S, Neville MJ, Oostra BA, Orrù M, Pakyz R, Paolisso G, Pattaro C, Pearson D, Peden JF, Pedersen NL, Perola M, Pfeiffer AF, Pichler I, Polasek O, Posthuma D, Potter SC, Pouta A, Province MA, Psaty BM, Rayner NW, Rice K, Ripatti S, Rivadeneira F, Rolandsson O, Sandbaek A, Sandhu M, Sanna S, Sayer AA, Scheet P, Seedorf U, Sharp SJ, Shields B, Sijbrands EJ, Silveira A, Simpson L, Singleton A, Smith NL, Sovio U, Swift A, Syddall H, Syvänen AC, Tanaka T, Tönjes A, Uitterlinden AG, van Dijk KW, Varma D, Visvikis-Siest S, Vitart V, Vogelzangs N, Waeber G, Wagner PJ, Walley A, Ward KL, Watkins H, Wild SH, Willemsen G, Witteman JC, Yarnell JW, Zelenika D, Zethelius B, Zhai G, Zhao JH, Zillikens MC, Borecki IB, Loos RJ, Meneton P, Magnusson PK, Nathan DM, Williams GH, Silander K, Salomaa V, Smith GD, Bornstein SR, Schwarz P, Spranger J, Karpe F, Shuldiner AR, Cooper C, Dedoussis GV, Serrano-Ríos M, Lind L, Palmer LJ, Franks PW, Ebrahim S, Marmot M, Kao WH, Pramstaller PP, Wright AF, Stumvoll M, Hamsten A, Buchanan TA, Valle TT, Rotter JI, Siscovick DS, Penninx BW, Boomsma DI, Deloukas P, Spector TD, Ferrucci L, Cao A, Scuteri A, Schlessinger D, Uda M, Ruokonen A, Jarvelin MR, Waterworth DM, Vollenweider P, Peltonen L, Mooser V, and Sladek R

Subjects
Adult, Aged, Case-Control Studies, Cohort Studies, Female, Genetic Predisposition to Disease, Genotype, Humans, Male, Meta-Analysis as Topic, Middle Aged, Polymorphism, Single Nucleotide, Validation Studies as Topic, Black or African American genetics, Diabetes Mellitus, Type 2 ethnology, Diabetes Mellitus, Type 2 genetics, Genome-Wide Association Study
Abstract

African Americans are disproportionately affected by type 2 diabetes (T2DM) yet few studies have examined T2DM using genome-wide association approaches in this ethnicity. The aim of this study was to identify genes associated with T2DM in the African American population. We performed a Genome Wide Association Study (GWAS) using the Affymetrix 6.0 array in 965 African-American cases with T2DM and end-stage renal disease (T2DM-ESRD) and 1029 population-based controls. The most significant SNPs (n = 550 independent loci) were genotyped in a replication cohort and 122 SNPs (n = 98 independent loci) were further tested through genotyping three additional validation cohorts followed by meta-analysis in all five cohorts totaling 3,132 cases and 3,317 controls. Twelve SNPs had evidence of association in the GWAS (P<0.0071), were directionally consistent in the Replication cohort and were associated with T2DM in subjects without nephropathy (P<0.05). Meta-analysis in all cases and controls revealed a single SNP reaching genome-wide significance (P<2.5×10(-8)). SNP rs7560163 (P = 7.0×10(-9), OR (95% CI) = 0.75 (0.67-0.84)) is located intergenically between RND3 and RBM43. Four additional loci (rs7542900, rs4659485, rs2722769 and rs7107217) were associated with T2DM (P<0.05) and reached more nominal levels of significance (P<2.5×10(-5)) in the overall analysis and may represent novel loci that contribute to T2DM. We have identified novel T2DM-susceptibility variants in the African-American population. Notably, T2DM risk was associated with the major allele and implies an interesting genetic architecture in this population. These results suggest that multiple loci underlie T2DM susceptibility in the African-American population and that these loci are distinct from those identified in other ethnic populations.

Published
2012
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45. Novel loci for adiponectin levels and their influence on type 2 diabetes and metabolic traits: a multi-ethnic meta-analysis of 45,891 individuals.

Author

Dastani Z, Hivert MF, Timpson N, Perry JR, Yuan X, Scott RA, Henneman P, Heid IM, Kizer JR, Lyytikäinen LP, Fuchsberger C, Tanaka T, Morris AP, Small K, Isaacs A, Beekman M, Coassin S, Lohman K, Qi L, Kanoni S, Pankow JS, Uh HW, Wu Y, Bidulescu A, Rasmussen-Torvik LJ, Greenwood CM, Ladouceur M, Grimsby J, Manning AK, Liu CT, Kooner J, Mooser VE, Vollenweider P, Kapur KA, Chambers J, Wareham NJ, Langenberg C, Frants R, Willems-Vandijk K, Oostra BA, Willems SM, Lamina C, Winkler TW, Psaty BM, Tracy RP, Brody J, Chen I, Viikari J, Kähönen M, Pramstaller PP, Evans DM, St Pourcain B, Sattar N, Wood AR, Bandinelli S, Carlson OD, Egan JM, Böhringer S, van Heemst D, Kedenko L, Kristiansson K, Nuotio ML, Loo BM, Harris T, Garcia M, Kanaya A, Haun M, Klopp N, Wichmann HE, Deloukas P, Katsareli E, Couper DJ, Duncan BB, Kloppenburg M, Adair LS, Borja JB, Wilson JG, Musani S, Guo X, Johnson T, Semple R, Teslovich TM, Allison MA, Redline S, Buxbaum SG, Mohlke KL, Meulenbelt I, Ballantyne CM, Dedoussis GV, Hu FB, Liu Y, Paulweber B, Spector TD, Slagboom PE, Ferrucci L, Jula A, Perola M, Raitakari O, Florez JC, Salomaa V, Eriksson JG, Frayling TM, Hicks AA, Lehtimäki T, Smith GD, Siscovick DS, Kronenberg F, van Duijn C, Loos RJ, Waterworth DM, Meigs JB, Dupuis J, Richards JB, Voight BF, Scott LJ, Steinthorsdottir V, Dina C, Welch RP, Zeggini E, Huth C, Aulchenko YS, Thorleifsson G, McCulloch LJ, Ferreira T, Grallert H, Amin N, Wu G, Willer CJ, Raychaudhuri S, McCarroll SA, Hofmann OM, Segrè AV, van Hoek M, Navarro P, Ardlie K, Balkau B, Benediktsson R, Bennett AJ, Blagieva R, Boerwinkle E, Bonnycastle LL, Boström KB, Bravenboer B, Bumpstead S, Burtt NP, Charpentier G, Chines PS, Cornelis M, Crawford G, Doney AS, Elliott KS, Elliott AL, Erdos MR, Fox CS, Franklin CS, Ganser M, Gieger C, Grarup N, Green T, Griffin S, Groves CJ, Guiducci C, Hadjadj S, Hassanali N, Herder C, Isomaa B, Jackson AU, Johnson PR, Jørgensen T, Kao WH, Kong A, Kraft P, Kuusisto J, Lauritzen T, Li M, Lieverse A, Lindgren CM, Lyssenko V, Marre M, Meitinger T, Midthjell K, Morken MA, Narisu N, Nilsson P, Owen KR, Payne F, Petersen AK, Platou C, Proença C, Prokopenko I, Rathmann W, Rayner NW, Robertson NR, Rocheleau G, Roden M, Sampson MJ, Saxena R, Shields BM, Shrader P, Sigurdsson G, Sparsø T, Strassburger K, Stringham HM, Sun Q, Swift AJ, Thorand B, Tichet J, Tuomi T, van Dam RM, van Haeften TW, van Herpt T, van Vliet-Ostaptchouk JV, Walters GB, Weedon MN, Wijmenga C, Witteman J, Bergman RN, Cauchi S, Collins FS, Gloyn AL, Gyllensten U, Hansen T, Hide WA, Hitman GA, Hofman A, Hunter DJ, Hveem K, Laakso M, Morris AD, Palmer CN, Rudan I, Sijbrands E, Stein LD, Tuomilehto J, Uitterlinden A, Walker M, Watanabe RM, Abecasis GR, Boehm BO, Campbell H, Daly MJ, Hattersley AT, Pedersen O, Barroso I, Groop L, Sladek R, Thorsteinsdottir U, Wilson JF, Illig T, Froguel P, van Duijn CM, Stefansson K, Altshuler D, Boehnke M, McCarthy MI, Soranzo N, Wheeler E, Glazer NL, Bouatia-Naji N, Mägi R, Randall J, Elliott P, Rybin D, Dehghan A, Hottenga JJ, Song K, Goel A, Lajunen T, Doney A, Cavalcanti-Proença C, Kumari M, Timpson NJ, Zabena C, Ingelsson E, An P, O'Connell J, Luan J, Elliott A, McCarroll SA, Roccasecca RM, Pattou F, Sethupathy P, Ariyurek Y, Barter P, Beilby JP, Ben-Shlomo Y, Bergmann S, Bochud M, Bonnefond A, Borch-Johnsen K, Böttcher Y, Brunner E, Bumpstead SJ, Chen YD, Chines P, Clarke R, Coin LJ, Cooper MN, Crisponi L, Day IN, de Geus EJ, Delplanque J, Fedson AC, Fischer-Rosinsky A, Forouhi NG, Franzosi MG, Galan P, Goodarzi MO, Graessler J, Grundy S, Gwilliam R, Hallmans G, Hammond N, Han X, Hartikainen AL, Hayward C, Heath SC, Hercberg S, Hillman DR, Hingorani AD, Hui J, Hung J, Kaakinen M, Kaprio J, Kesaniemi YA, Kivimaki M, Knight B, Koskinen S, Kovacs P, Kyvik KO, Lathrop GM, Lawlor DA, Le Bacquer O, Lecoeur C, Li Y, Mahley R, Mangino M, Martínez-Larrad MT, McAteer JB, McPherson R, Meisinger C, Melzer D, Meyre D, Mitchell BD, Mukherjee S, Naitza S, Neville MJ, Orrù M, Pakyz R, Paolisso G, Pattaro C, Pearson D, Peden JF, Pedersen NL, Pfeiffer AF, Pichler I, Polasek O, Posthuma D, Potter SC, Pouta A, Province MA, Rayner NW, Rice K, Ripatti S, Rivadeneira F, Rolandsson O, Sandbaek A, Sandhu M, Sanna S, Sayer AA, Scheet P, Seedorf U, Sharp SJ, Shields B, Sigurðsson G, Sijbrands EJ, Silveira A, Simpson L, Singleton A, Smith NL, Sovio U, Swift A, Syddall H, Syvänen AC, Tönjes A, Uitterlinden AG, van Dijk KW, Varma D, Visvikis-Siest S, Vitart V, Vogelzangs N, Waeber G, Wagner PJ, Walley A, Ward KL, Watkins H, Wild SH, Willemsen G, Witteman JC, Yarnell JW, Zelenika D, Zethelius B, Zhai G, Zhao JH, Zillikens MC, Borecki IB, Meneton P, Magnusson PK, Nathan DM, Williams GH, Silander K, Bornstein SR, Schwarz P, Spranger J, Karpe F, Shuldiner AR, Cooper C, Serrano-Ríos M, Lind L, Palmer LJ, Hu FB 1st, Franks PW, Ebrahim S, Marmot M, Kao WH, Pramstaller PP, Wright AF, Stumvoll M, Hamsten A, Buchanan TA, Valle TT, Rotter JI, Penninx BW, Boomsma DI, Cao A, Scuteri A, Schlessinger D, Uda M, Ruokonen A, Jarvelin MR, Peltonen L, Mooser V, Sladek R, Musunuru K, Smith AV, Edmondson AC, Stylianou IM, Koseki M, Pirruccello JP, Chasman DI, Johansen CT, Fouchier SW, Peloso GM, Barbalic M, Ricketts SL, Bis JC, Feitosa MF, Orho-Melander M, Melander O, Li X, Li M, Cho YS, Go MJ, Kim YJ, Lee JY, Park T, Kim K, Sim X, Ong RT, Croteau-Chonka DC, Lange LA, Smith JD, Ziegler A, Zhang W, Zee RY, Whitfield JB, Thompson JR, Surakka I, Spector TD, Smit JH, Sinisalo J, Scott J, Saharinen J, Sabatti C, Rose LM, Roberts R, Rieder M, Parker AN, Pare G, O'Donnell CJ, Nieminen MS, Nickerson DA, Montgomery GW, McArdle W, Masson D, Martin NG, Marroni F, Lucas G, Luben R, Lokki ML, Lettre G, Launer LJ, Lakatta EG, Laaksonen R, Kyvik KO, König IR, Khaw KT, Kaplan LM, Johansson Å, Janssens AC, Igl W, Hovingh GK, Hengstenberg C, Havulinna AS, Hastie ND, Harris TB, Haritunians T, Hall AS, Groop LC, Gonzalez E, Freimer NB, Erdmann J, Ejebe KG, Döring A, Dominiczak AF, Demissie S, Deloukas P, de Faire U, Crawford G, Chen YD, Caulfield MJ, Boekholdt SM, Assimes TL, Quertermous T, Seielstad M, Wong TY, Tai ES, Feranil AB, Kuzawa CW, Taylor HA Jr, Gabriel SB, Holm H, Gudnason V, Krauss RM, Ordovas JM, Munroe PB, Kooner JS, Tall AR, Hegele RA, Kastelein JJ, Schadt EE, Strachan DP, Reilly MP, Samani NJ, Schunkert H, Cupples LA, Sandhu MS, Ridker PM, Rader DJ, and Kathiresan S

Subjects
Adiponectin genetics, Black or African American, Asian People, Cholesterol, HDL genetics, Female, Gene Expression, Genetic Predisposition to Disease, Glucose Tolerance Test, Humans, Insulin Resistance genetics, Male, Metabolic Networks and Pathways, Polymorphism, Single Nucleotide, Waist-Hip Ratio, White People, Adiponectin blood, Diabetes Mellitus, Type 2 genetics, Genome-Wide Association Study
Abstract

Circulating levels of adiponectin, a hormone produced predominantly by adipocytes, are highly heritable and are inversely associated with type 2 diabetes mellitus (T2D) and other metabolic traits. We conducted a meta-analysis of genome-wide association studies in 39,883 individuals of European ancestry to identify genes associated with metabolic disease. We identified 8 novel loci associated with adiponectin levels and confirmed 2 previously reported loci (P = 4.5×10(-8)-1.2×10(-43)). Using a novel method to combine data across ethnicities (N = 4,232 African Americans, N = 1,776 Asians, and N = 29,347 Europeans), we identified two additional novel loci. Expression analyses of 436 human adipocyte samples revealed that mRNA levels of 18 genes at candidate regions were associated with adiponectin concentrations after accounting for multiple testing (p<3×10(-4)). We next developed a multi-SNP genotypic risk score to test the association of adiponectin decreasing risk alleles on metabolic traits and diseases using consortia-level meta-analytic data. This risk score was associated with increased risk of T2D (p = 4.3×10(-3), n = 22,044), increased triglycerides (p = 2.6×10(-14), n = 93,440), increased waist-to-hip ratio (p = 1.8×10(-5), n = 77,167), increased glucose two hours post oral glucose tolerance testing (p = 4.4×10(-3), n = 15,234), increased fasting insulin (p = 0.015, n = 48,238), but with lower in HDL-cholesterol concentrations (p = 4.5×10(-13), n = 96,748) and decreased BMI (p = 1.4×10(-4), n = 121,335). These findings identify novel genetic determinants of adiponectin levels, which, taken together, influence risk of T2D and markers of insulin resistance., Competing Interests: DM Waterworth, X Yuan, and VE Mooser are full-time employees of GlaxoSmithKline. P Vollenweider received grant money from GlaxoSmithKline to fund the CoLaus study. The other authors declare no competing financial interests.

Published
2012
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46. The stroke offspring study: is parental stroke history of value in targeted risk factor screening?

Author

Hart ND, Cupples ME, Wiggam MI, Patterson CC, and Yarnell JW

Subjects
Adult, Age Factors, Aged, Alcohol Drinking adverse effects, Blood Pressure, Case-Control Studies, Female, Humans, Male, Middle Aged, Northern Ireland epidemiology, Risk Factors, Sex Factors, Socioeconomic Factors, Statistics as Topic, Stroke diagnosis, Stroke epidemiology, Surveys and Questionnaires, Adult Children, Mass Screening methods, Medical History Taking, Parents, Stroke genetics
Abstract

Aim: This study aimed to compare the prevalence of stroke risk factors among people with a parental history of stroke to those in a control group of individuals, of similar age, gender and social class, with no parental stroke history., Background: Parental stroke increases an individual's risk of stroke, but little is known of the potential value of using this information in targeted screening for primary prevention in general practice., Method: We sent questionnaires to 300 randomly selected individuals aged 40-65 years, in each of 11 different general practices in Northern Ireland. Among 1061 responses received within six weeks, 332 reported a parental history of stroke (31.3%). We matched respondents with (cases) and without (controls) a parental history of stroke on characteristics of age, gender and socioeconomic status. Matched pairs were invited to attend a consultation at which their diet and exercise habits were assessed using validated questionnaires and height, weight, blood pressure and serum lipids and glucose were measured., Findings: Matched data were available for 199 case-control pairs (398 individuals). Mean systolic and diastolic blood pressures were significantly higher in cases than in paired controls (systolic 146.3 versus 140.6 mmHg (P < 0.01); diastolic 87.7 versus 85.0 mmHg (P = 0.014)). Cases consumed more alcohol than their paired controls (13.8 versus 10.1 U/week (P < 0.01)), but their measures of body mass index, lipids, diabetes, diet and exercise did not differ significantly. The results of this study suggest that screening offspring of patients with stroke in respect of blood pressure has potential value in identifying people likely to benefit from primary prevention, but do not support the adoption of a targeted screening strategy for other commonly cited stroke risk factors.

Published
2011
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47. Dietary patterns and smoking in Northern Irish men: a population at high risk of coronary heart disease.

Author

O'Doherty MG, Skidmore PM, Young IS, McKinley MC, Cardwell C, Yarnell JW, Gey FK, Evans A, and Woodside JV

Subjects
Adult, Antioxidants analysis, Biomarkers blood, Coronary Disease blood, Coronary Disease epidemiology, Diet, Mediterranean, Dietary Sucrose adverse effects, Feeding Behavior, Fruit, Humans, Lipids blood, Male, Middle Aged, Northern Ireland epidemiology, Nutrition Assessment, Principal Component Analysis, Risk Factors, Surveys and Questionnaires, Vegetables, Coronary Disease etiology, Diet adverse effects, Smoking adverse effects
Abstract

This study evaluated dietary habits of Northern Irish men who are at high risk of cardiovascular disease, stratified as never-, ex-, moderate-, or heavy-smokers. Participants were male volunteers (30 - 49 years) from a single workforce in Belfast (n = 765). Dietary information was collected using a validated food frequency questionnaire. For 'a priori' diet scores, never- and ex-smokers had a significantly higher fruit and vegetable score, Mediterranean diet score, and alternative Mediterranean diet score than moderate or heavy-smokers (all p < 0.05). For 'a posteriori' patterns, scores for the healthy, sweet tooth, and traditional dietary patterns, derived from principal component analysis, differed significantly by smoking status, being lower among smokers for the healthy and sweet tooth patterns, and higher in ex-smokers for the traditional pattern (all p < 0.05). When the 'a posteriori' patterns were included in models predicting likelihood of being in a particular smoking category with the 'a priori' patterns, the results for the fruit and vegetable score lost significance (p = 0.13). Both 'a priori' and 'a posteriori' dietary patterns identified smokers, particularly heavy smokers, as exhibiting fewer healthy dietary habits than never- or ex-smokers, but 'a posteriori' dietary patterns appeared to be more strongly associated with smoking status.

Published
2011
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48. Effect of supplementation with B vitamins and antioxidants on levels of asymmetric dimethylarginine (ADMA) and C-reactive protein (CRP): a double-blind, randomised, factorial design, placebo-controlled trial.

Author

O'Doherty MG, Gilchrist SE, Young IS, McKinley MC, Yarnell JW, Gey KF, Evans A, Skidmore PM, and Woodside JV

Subjects
Adult, Antioxidants administration & dosage, Arginine blood, Ascorbic Acid administration & dosage, Ascorbic Acid pharmacology, Biomarkers blood, Biomarkers metabolism, Blood Pressure drug effects, Cardiovascular Diseases prevention & control, Cholesterol blood, Double-Blind Method, Homocysteine blood, Humans, Male, Middle Aged, Protective Agents administration & dosage, Triglycerides blood, Vitamin B Complex administration & dosage, Vitamin E administration & dosage, Vitamin E pharmacology, beta Carotene administration & dosage, beta Carotene pharmacology, Antioxidants pharmacology, Arginine analogs & derivatives, C-Reactive Protein metabolism, Dietary Supplements, Protective Agents pharmacology, Vitamin B Complex pharmacology
Abstract

Purpose: Cardiovascular risk factors such as elevated levels of asymmetric dimethylarginine (ADMA)/C-reactive protein (CRP) and homocysteine are potentially related to essential micronutrients such as certain B vitamins and antioxidant vitamins. The aim of the present study was to investigate whether supplementation with moderate doses of B vitamins and/or antioxidants could alter either ADMA and/or CRP concentrations in middle-aged, apparently healthy men with mildly elevated homocysteine levels., Methods: A randomised, double-blind, factorial design, intervention study was carried out on 132 men with mildly elevated homocysteine levels, allocated to four groups (a) B vitamins alone--1 mg folic acid, 7.2 mg pyridoxine, 0.02 mg cyanocobalamin daily, (b) antioxidants alone--150 mg ascorbic acid, 67 mg vitamin E, 9 mg β-carotene daily, (c) B vitamins with antioxidant vitamins, or (d) placebo. A total of 101 men completed the study to 8 weeks., Results: When the percentage of baseline ADMA and CRP was examined at 8 weeks, no statistically significant differences were observed between the four groups (p = 0.21 and p = 0.90, respectively). Similar non-significant results were observed when analysis was stratified based on baseline CRP levels (<1.0 mg/L, p = 0.10; ≥1.0 mg/L, p = 0.64) and smoking status (all p ≥ 0.05)., Conclusions: Supplementation with moderate doses of B vitamins and/or antioxidants did not alter either ADMA or CRP concentrations in these middle-aged, apparently healthy men with mildly elevated homocysteine levels.

Published
2010
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49. The associations of interleukin-6 (IL-6) and downstream inflammatory markers with risk of cardiovascular disease: the Caerphilly Study.

Author

Patterson CC, Smith AE, Yarnell JW, Rumley A, Ben-Shlomo Y, and Lowe GD

Subjects
Biomarkers blood, Blood Viscosity, C-Reactive Protein metabolism, Coronary Disease etiology, Fibrinogen metabolism, Humans, Inflammation blood, Leukocyte Count, Male, Middle Aged, Prospective Studies, Risk Factors, Smoking adverse effects, Smoking blood, Stroke etiology, United Kingdom epidemiology, alpha-Macroglobulins metabolism, Coronary Disease blood, Interleukin-6 blood, Stroke blood
Abstract

Objectives: Interleukin-6 (IL-6) is a key pro-inflammatory cytokine which mediates expression of several 'downstream' inflammatory markers and may play a role in atherothrombosis. However, it is not yet known whether IL-6 plays a role in mediating the associations of each marker with risk of coronary heart disease (CHD) or ischaemic stroke (IS)., Methods and Results: We examined the role of IL-6 and several "downstream" markers of inflammation (leucocyte counts, plasma and serum viscosity, fibrinogen, C-reactive protein, alpha1-antitrypsin and alpha2-macroglobulin) with risk of subsequent CHD, IS, and a combined endpoint (CHD/IS) in a population of British men. 2208 men aged 45-64 years were followed for a median of 13.4 years and 486 men had experienced a cardiovascular event. In age-adjusted analyses, most inflammatory markers were significantly associated with risk of CHD or CHD/IS, but for IS associations were weaker. On multivariable analyses, including conventional risk factors, associations of serum viscosity, alpha2-macroglobulin and leucocyte count became non-significant for CHD and CHD/IS, while no inflammatory marker retained a significant association with risk of IS. In contrast, IL-6 retained a significant association with CHD and CHD/IS and, after adjustment for IL-6, hazard ratios for downstream inflammatory markers were attenuated to non-significance., Conclusions: These findings suggest that IL-6 may play a role in mediating the associations of circulating inflammatory markers with risk of CHD in men. Further studies are required to assess whether this is also the case for risk of IS, and for CHD/IS in women., (Copyright 2009 Elsevier Ireland Ltd. All rights reserved.)

Published
2010
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50. New genetic loci implicated in fasting glucose homeostasis and their impact on type 2 diabetes risk.

Author

Dupuis J, Langenberg C, Prokopenko I, Saxena R, Soranzo N, Jackson AU, Wheeler E, Glazer NL, Bouatia-Naji N, Gloyn AL, Lindgren CM, Mägi R, Morris AP, Randall J, Johnson T, Elliott P, Rybin D, Thorleifsson G, Steinthorsdottir V, Henneman P, Grallert H, Dehghan A, Hottenga JJ, Franklin CS, Navarro P, Song K, Goel A, Perry JR, Egan JM, Lajunen T, Grarup N, Sparsø T, Doney A, Voight BF, Stringham HM, Li M, Kanoni S, Shrader P, Cavalcanti-Proença C, Kumari M, Qi L, Timpson NJ, Gieger C, Zabena C, Rocheleau G, Ingelsson E, An P, O'Connell J, Luan J, Elliott A, McCarroll SA, Payne F, Roccasecca RM, Pattou F, Sethupathy P, Ardlie K, Ariyurek Y, Balkau B, Barter P, Beilby JP, Ben-Shlomo Y, Benediktsson R, Bennett AJ, Bergmann S, Bochud M, Boerwinkle E, Bonnefond A, Bonnycastle LL, Borch-Johnsen K, Böttcher Y, Brunner E, Bumpstead SJ, Charpentier G, Chen YD, Chines P, Clarke R, Coin LJ, Cooper MN, Cornelis M, Crawford G, Crisponi L, Day IN, de Geus EJ, Delplanque J, Dina C, Erdos MR, Fedson AC, Fischer-Rosinsky A, Forouhi NG, Fox CS, Frants R, Franzosi MG, Galan P, Goodarzi MO, Graessler J, Groves CJ, Grundy S, Gwilliam R, Gyllensten U, Hadjadj S, Hallmans G, Hammond N, Han X, Hartikainen AL, Hassanali N, Hayward C, Heath SC, Hercberg S, Herder C, Hicks AA, Hillman DR, Hingorani AD, Hofman A, Hui J, Hung J, Isomaa B, Johnson PR, Jørgensen T, Jula A, Kaakinen M, Kaprio J, Kesaniemi YA, Kivimaki M, Knight B, Koskinen S, Kovacs P, Kyvik KO, Lathrop GM, Lawlor DA, Le Bacquer O, Lecoeur C, Li Y, Lyssenko V, Mahley R, Mangino M, Manning AK, Martínez-Larrad MT, McAteer JB, McCulloch LJ, McPherson R, Meisinger C, Melzer D, Meyre D, Mitchell BD, Morken MA, Mukherjee S, Naitza S, Narisu N, Neville MJ, Oostra BA, Orrù M, Pakyz R, Palmer CN, Paolisso G, Pattaro C, Pearson D, Peden JF, Pedersen NL, Perola M, Pfeiffer AF, Pichler I, Polasek O, Posthuma D, Potter SC, Pouta A, Province MA, Psaty BM, Rathmann W, Rayner NW, Rice K, Ripatti S, Rivadeneira F, Roden M, Rolandsson O, Sandbaek A, Sandhu M, Sanna S, Sayer AA, Scheet P, Scott LJ, Seedorf U, Sharp SJ, Shields B, Sigurethsson G, Sijbrands EJ, Silveira A, Simpson L, Singleton A, Smith NL, Sovio U, Swift A, Syddall H, Syvänen AC, Tanaka T, Thorand B, Tichet J, Tönjes A, Tuomi T, Uitterlinden AG, van Dijk KW, van Hoek M, Varma D, Visvikis-Siest S, Vitart V, Vogelzangs N, Waeber G, Wagner PJ, Walley A, Walters GB, Ward KL, Watkins H, Weedon MN, Wild SH, Willemsen G, Witteman JC, Yarnell JW, Zeggini E, Zelenika D, Zethelius B, Zhai G, Zhao JH, Zillikens MC, Borecki IB, Loos RJ, Meneton P, Magnusson PK, Nathan DM, Williams GH, Hattersley AT, Silander K, Salomaa V, Smith GD, Bornstein SR, Schwarz P, Spranger J, Karpe F, Shuldiner AR, Cooper C, Dedoussis GV, Serrano-Ríos M, Morris AD, Lind L, Palmer LJ, Hu FB, Franks PW, Ebrahim S, Marmot M, Kao WH, Pankow JS, Sampson MJ, Kuusisto J, Laakso M, Hansen T, Pedersen O, Pramstaller PP, Wichmann HE, Illig T, Rudan I, Wright AF, Stumvoll M, Campbell H, Wilson JF, Bergman RN, Buchanan TA, Collins FS, Mohlke KL, Tuomilehto J, Valle TT, Altshuler D, Rotter JI, Siscovick DS, Penninx BW, Boomsma DI, Deloukas P, Spector TD, Frayling TM, Ferrucci L, Kong A, Thorsteinsdottir U, Stefansson K, van Duijn CM, Aulchenko YS, Cao A, Scuteri A, Schlessinger D, Uda M, Ruokonen A, Jarvelin MR, Waterworth DM, Vollenweider P, Peltonen L, Mooser V, Abecasis GR, Wareham NJ, Sladek R, Froguel P, Watanabe RM, Meigs JB, Groop L, Boehnke M, McCarthy MI, Florez JC, and Barroso I

Subjects
Adolescent, Adult, Alleles, Child, DNA Copy Number Variations genetics, Databases, Genetic, Delta-5 Fatty Acid Desaturase, Gene Expression Regulation, Genome-Wide Association Study, Humans, Meta-Analysis as Topic, Polymorphism, Single Nucleotide genetics, Quantitative Trait Loci genetics, Quantitative Trait, Heritable, Reproducibility of Results, Blood Glucose genetics, Blood Glucose metabolism, Diabetes Mellitus, Type 2 genetics, Fasting blood, Genetic Loci genetics, Genetic Predisposition to Disease, Homeostasis genetics
Abstract

Levels of circulating glucose are tightly regulated. To identify new loci influencing glycemic traits, we performed meta-analyses of 21 genome-wide association studies informative for fasting glucose, fasting insulin and indices of beta-cell function (HOMA-B) and insulin resistance (HOMA-IR) in up to 46,186 nondiabetic participants. Follow-up of 25 loci in up to 76,558 additional subjects identified 16 loci associated with fasting glucose and HOMA-B and two loci associated with fasting insulin and HOMA-IR. These include nine loci newly associated with fasting glucose (in or near ADCY5, MADD, ADRA2A, CRY2, FADS1, GLIS3, SLC2A2, PROX1 and C2CD4B) and one influencing fasting insulin and HOMA-IR (near IGF1). We also demonstrated association of ADCY5, PROX1, GCK, GCKR and DGKB-TMEM195 with type 2 diabetes. Within these loci, likely biological candidate genes influence signal transduction, cell proliferation, development, glucose-sensing and circadian regulation. Our results demonstrate that genetic studies of glycemic traits can identify type 2 diabetes risk loci, as well as loci containing gene variants that are associated with a modest elevation in glucose levels but are not associated with overt diabetes.

Published
2010
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