@article {8526,
	title = {{Equalization of four cardiovascular risk algorithms after systematic recalibration: individual-participant meta-analysis of 86 prospective studies},
	journal = {Eur Heart J},
	volume = {40},
	year = {2019},
	month = {02},
	pages = {621{\textendash}631},
	abstract = {There is debate about the optimum algorithm for cardiovascular disease (CVD) risk estimation. We conducted head-to-head comparisons of four algorithms recommended by primary prevention guidelines, before and after {\textquoteright}recalibration{\textquoteright}, a method that adapts risk algorithms to take account of differences in the risk characteristics of the populations being studied.\ Using individual-participant data on 360 737 participants without CVD at baseline in 86 prospective studies from 22 countries, we compared the Framingham risk score (FRS), Systematic COronary Risk Evaluation (SCORE), pooled cohort equations (PCE), and Reynolds risk score (RRS). We calculated measures of risk discrimination and calibration, and modelled clinical implications of initiating statin therapy in people judged to be at {\textquoteright}high{\textquoteright} 10 year CVD risk. Original risk algorithms were recalibrated using the risk factor profile and CVD incidence of target populations. The four algorithms had similar risk discrimination. Before recalibration, FRS, SCORE, and PCE over-predicted CVD risk on average by 10\%, 52\%, and 41\%, respectively, whereas RRS under-predicted by 10\%. Original versions of algorithms classified 29-39\% of individuals aged {\^a}{\textperthousand}{\textyen}40 years as high risk. By contrast, recalibration reduced this proportion to 22-24\% for every algorithm. We estimated that to prevent one CVD event, it would be necessary to initiate statin therapy in 44-51 such individuals using original algorithms, in contrast to 37-39 individuals with recalibrated algorithms.\ Before recalibration, the clinical performance of four widely used CVD risk algorithms varied substantially. By contrast, simple recalibration nearly equalized their performance and improved modelled targeting of preventive action to clinical need.},
	author = {Pennells, L. and Kaptoge, S. and Wood, A. and Sweeting, M. and Zhao, X. and White, I. and Burgess, S. and Willeit, P. and Bolton, T. and Moons, K. G. M. and van der Schouw, Y. T. and Selmer, R. and Khaw, K. T. and Gudnason, V. and Assmann, G. and Amouyel, P. and Salomaa, V. and Kivimaki, M. and Nordestgaard, B. G. and Blaha, M. J. and Kuller, L. H. and Brenner, H. and Gillum, R. F. and Meisinger, C. and Ford, I. and Knuiman, M. W. and Rosengren, A. and Lawlor, D. A. and V?lzke, H. and Cooper, C. and Mar?n Iba?ez, A. and Casiglia, E. and Kauhanen, J. and Cooper, J. A. and Rodriguez, B. and Sundstr?m, J. and Barrett-Connor, E. and Dankner, R. and Nietert, P. J. and Davidson, K. W. and Wallace, R. B. and Blazer, D. G. and Bj?rkelund, C. and Donfrancesco, C. and Krumholz, H. M. and Nissinen, A. and Davis, B. R. and Coady, S. and Whincup, P. H. and J?rgensen, T. and Ducimetiere, P. and Trevisan, M. and Engstr?m, G. and Crespo, C. J. and Meade, T. W. and Visser, M. and Kromhout, D. and Kiechl, S. and Daimon, M. and Price, J. F. and G?mez de la C?mara, A. and Wouter Jukema, J. and Lamarche, B. and Onat, A. and Simons, L. A. and Kavousi, M. and Ben-Shlomo, Y. and Gallacher, J. and Dekker, J. M. and Arima, H. and Shara, N. and Tipping, R. W. and Roussel, R. and Brunner, E. J. and Koenig, W. and Sakurai, M. and Pavlovic, J. and Gansevoort, R. T. and Nagel, D. and Goldbourt, U. and Barr, E. L. M. and Palmieri, L. and Nj?lstad, I. and Sato, S. and Monique Verschuren, W. M. and Varghese, C. V. and Graham, I. and Onuma, O. and Greenland, P. and Woodward, M. and Ezzati, M. and Psaty, B. M. and Sattar, N. and Jackson, R. and Ridker, P. M. and Cook, N. R. and D{\textquoteright}Agostino, R. B. and Thompson, S. G. and Danesh, J. and Di Angelantonio, E. and Tipping, R. W. and Simpson, L. M. and Pressel, S. L. and Couper, D. J. and Nambi, V. and Matsushita, K. and Folsom, A. R. and Shaw, J. E. and Magliano, D. J. and Zimmet, P. Z. and Knuiman, M. W. and Whincup, P. H. and Wannamethee, S. G. and Willeit, J. and Santer, P. and Egger, G. and Casas, J. P. and Amuzu, A. and Ben-Shlomo, Y. and Gallacher, J. and Tikhonoff, V. and Casiglia, E. and Sutherland, S. E. and Nietert, P. J. and Cushman, M. and Psaty, B. M. and S?gaard, A. J. and H?heim, L. L. and Ariansen, I. and Tybj?rg-Hansen, A. and Jensen, G. B. and Schnohr, P. and Giampaoli, S. and Vanuzzo, D. and Panico, S. and Palmieri, L. and Balkau, B. and Bonnet, F. and Marre, M. and de la C?mara, A. G. and Rubio Herrera, M. A. and Friedlander, Y. and McCallum, J. and McLachlan, S. and Guralnik, J. and Phillips, C. L. and Khaw, K. T. and Wareham, N. and Sch?ttker, B. and Saum, K. U. and Holleczek, B. and Nissinen, A. and Tolonen, H. and Giampaoli, S. and Donfrancesco, C. and Vartiainen, E. and Jousilahti, P. and Harald, K. and D?Agostino, R. B. and Massaro, J. M. and Pencina, M. and Vasan, R. and Kayama, T. and Kato, T. and Oizumi, T. and Jespersen, J. and M?ller, L. and Bladbjerg, E. M. and Chetrit, A. and Rosengren, A. and Wilhelmsen, L. and Bj?rkelund, C. and Lissner, L. and Nagel, D. and Dennison, E. and Kiyohara, Y. and Ninomiya, T. and Doi, Y. and Rodriguez, B. and Nijpels, G. and Stehouwer, C. D. A. and Sato, S. and Kazumasa, Y. and Iso, H. and Goldbourt, U. and Salomaa, V. and Vartiainen, E. and Kurl, S. and Tuomainen, T. P. and Salonen, J. T. and Visser, M. and Deeg, D. J. H. and Meade, T. W. and Nilsson, P. M. and Hedblad, B. and Melander, O. and De Boer, I. H. and DeFilippis, A. P. and Verschuren, W. M. M. and Sattar, N. and Watt, G. and Meisinger, C. and Koenig, W. and Rosengren, A. and Kuller, L. H. and Tverdal, A. and Gillum, R. F. and Cooper, J. A. and Kirkland, S. and Shimbo, D. and Shaffer, J. and Sato, S. and Kazumasa, Y. and Iso, H. and Ducimetiere, P. and Bakker, S. J. L. and van der Harst, P. and Hillege, H. L. and Crespo, C. J. and Amouyel, P. and Dallongeville, J. and Assmann, G. and Schulte, H. and Trompet, S. and Smit, R. A. J. and Stott, D. J. and van der Schouw, Y. T. and Despr?s, J. P. and Cantin, B. and Dagenais, G. R. and Laughlin, G. and Wingard, D. and Trevisan, M. and Aspelund, T. and Eiriksdottir, G. and Gudmundsson, E. F. and Ikram, A. and van Rooij, F. J. A. and Franco, O. H. and Rueda-Ochoa, O. L. and Muka, T. and Glisic, M. and Tunstall-Pedoe, H. and V?lzke, H. and Howard, B. V. and Zhang, Y. and Jolly, S. and Gallacher, J. and Davey-Smith, G. and Can, G. and Y?ksel, H. and Nakagawa, H. and Morikawa, Y. and Miura, K. and Nj?lstad, I. and Ingelsson, M. and Giedraitis, V. and Ridker, P. M. and Gaziano, J. M. and Kivimaki, M. and Shipley, M. and Brunner, E. J. and Arndt, V. and Brenner, H. and Cook, N. and Ridker, P. M. and Ford, I. and Sattar, N. and Iba?ez, A. M. and Geleijnse, J. M.}
}
@article {8530,
	title = {{Genome-wide association meta-analyses and fine-mapping elucidate pathways influencing albuminuria},
	journal = {Nat Commun},
	volume = {10},
	year = {2019},
	month = {09},
	pages = {4130},
	abstract = {Increased levels of the urinary albumin-to-creatinine ratio (UACR) are associated with higher risk of kidney disease progression and cardiovascular events, but underlying mechanisms are incompletely understood. Here, we conduct trans-ethnic (n = 564,257) and European-ancestry specific meta-analyses of genome-wide association studies of UACR, including ancestry- and diabetes-specific analyses, and identify 68 UACR-associated loci. Genetic correlation analyses and risk score associations in an independent electronic medical records database (n = 192,868) reveal connections with proteinuria, hyperlipidemia, gout, and hypertension. Fine-mapping and trans-Omics analyses with gene expression in 47 tissues and plasma protein levels implicate genes potentially operating through differential expression in kidney (including TGFB1, MUC1, PRKCI, and OAF), and allow coupling of UACR associations to altered plasma OAF concentrations. Knockdown of OAF and PRKCI orthologs in Drosophila nephrocytes reduces albumin endocytosis. Silencing fly PRKCI further impairs slit diaphragm formation. These results generate a priority list of genes and pathways for translational research to reduce albuminuria.},
	author = {Teumer, A. and Li, Y. and Ghasemi, S. and Prins, B. P. and Wuttke, M. and Hermle, T. and Giri, A. and Sieber, K. B. and Qiu, C. and Kirsten, H. and Tin, A. and Chu, A. Y. and Bansal, N. and Feitosa, M. F. and Wang, L. and Chai, J. F. and Cocca, M. and Fuchsberger, C. and Gorski, M. and Hoppmann, A. and Horn, K. and Li, M. and Marten, J. and Noce, D. and Nutile, T. and Sedaghat, S. and Sveinbjornsson, G. and Tayo, B. O. and van der Most, P. J. and Xu, Y. and Yu, Z. and Gerstner, L. and ?rnl?v, J. and Bakker, S. J. L. and Baptista, D. and Biggs, M. L. and Boerwinkle, E. and Brenner, H. and Burkhardt, R. and Carroll, R. J. and Chee, M. L. and Chee, M. L. and Chen, M. and Cheng, C. Y. and Cook, J. P. and Coresh, J. and Corre, T. and Danesh, J. and de Borst, M. H. and De Grandi, A. and de Mutsert, R. and de Vries, A. P. J. and Degenhardt, F. and Dittrich, K. and Divers, J. and Eckardt, K. U. and Ehret, G. and Endlich, K. and Felix, J. F. and Franco, O. H. and Franke, A. and Freedman, B. I. and Freitag-Wolf, S. and Gansevoort, R. T. and Giedraitis, V. and G?gele, M. and Grundner-Culemann, F. and Gudbjartsson, D. F. and Gudnason, V. and Hamet, P. and Harris, T. B. and Hicks, A. A. and Holm, H. and Foo, V. H. X. and Hwang, S. J. and Ikram, M. A. and Ingelsson, E. and Jaddoe, V. W. V. and Jakobsdottir, J. and Josyula, N. S. and Jung, B. and K?h?nen, M. and Khor, C. C. and Kiess, W. and Koenig, W. and K?rner, A. and Kovacs, P. and Kramer, H. and Kr?mer, B. K. and Kronenberg, F. and Lange, L. A. and Langefeld, C. D. and Lee, J. J. and Lehtim?ki, T. and Lieb, W. and Lim, S. C. and Lind, L. and Lindgren, C. M. and Liu, J. and Loeffler, M. and Lyytik?inen, L. P. and Mahajan, A. and Maranville, J. C. and Mascalzoni, D. and McMullen, B. and Meisinger, C. and Meitinger, T. and Miliku, K. and Mook-Kanamori, D. O. and M?ller-Nurasyid, M. and Mychaleckyj, J. C. and Nauck, M. and Nikus, K. and Ning, B. and Noordam, R. and Connell, J. O. and Olafsson, I. and Palmer, N. D. and Peters, A. and Podgornaia, A. I. and Ponte, B. and Poulain, T. and Pramstaller, P. P. and Rabelink, T. J. and Raffield, L. M. and Reilly, D. F. and Rettig, R. and Rheinberger, M. and Rice, K. M. and Rivadeneira, F. and Runz, H. and Ryan, K. A. and Sabanayagam, C. and Saum, K. U. and Sch?ttker, B. and Shaffer, C. M. and Shi, Y. and Smith, A. V. and Strauch, K. and Stumvoll, M. and Sun, B. B. and Szymczak, S. and Tai, E. S. and Tan, N. Y. Q. and Taylor, K. D. and Teren, A. and Tham, Y. C. and Thiery, J. and Thio, C. H. L. and Thomsen, H. and Thorsteinsdottir, U. and T?njes, A. and Tremblay, J. and Uitterlinden, A. G. and van der Harst, P. and Verweij, N. and Vogelezang, S. and V?lker, U. and Waldenberger, M. and Wang, C. and Wilson, O. D. and Wong, C. and Wong, T. Y. and Yang, Q. and Yasuda, M. and Akilesh, S. and Bochud, M. and B?ger, C. A. and Devuyst, O. and Edwards, T. L. and Ho, K. and Morris, A. P. and Parsa, A. and Pendergrass, S. A. and Psaty, B. M. and Rotter, J. I. and Stefansson, K. and Wilson, J. G. and Susztak, K. and Snieder, H. and Heid, I. M. and Scholz, M. and Butterworth, A. S. and Hung, A. M. and Pattaro, C. and K?ttgen, A.}
}
@article {8289,
	title = {{Genome-wide association and Mendelian randomisation analysis provide insights into the pathogenesis of heart failure},
	journal = {Nat Commun},
	volume = {11},
	year = {2020},
	month = {01},
	pages = {163},
	abstract = {Heart failure (HF) is a leading cause of morbidity and mortality worldwide. A small proportion of HF cases are attributable to monogenic cardiomyopathies and existing genome-wide association studies (GWAS) have yielded only limited insights, leaving the observed heritability of HF largely unexplained. We report results from a GWAS meta-analysis of HF comprising 47,309 cases and 930,014 controls. Twelve independent variants at 11 genomic loci are associated with HF, all of which demonstrate one or more associations with coronary artery disease (CAD), atrial fibrillation, or reduced left ventricular function, suggesting shared genetic aetiology. Functional analysis of non-CAD-associated loci implicate genes involved in cardiac development (MYOZ1, SYNPO2L), protein homoeostasis (BAG3), and cellular senescence (CDKN1A). Mendelian randomisation analysis supports causal roles for several HF risk factors, and demonstrates CAD-independent effects for atrial fibrillation, body mass index, and hypertension. These findings extend our knowledge of the pathways underlying HF and may inform new therapeutic strategies.},
	author = {Shah, S. and Henry, A. and Roselli, C. and Lin, H. and Sveinbj?rnsson, G. and Fatemifar, G. and Hedman, ?. K. and Wilk, J. B. and Morley, M. P. and Chaffin, M. D. and Helgadottir, A. and Verweij, N. and Dehghan, A. and Almgren, P. and Andersson, C. and Aragam, K. G. and ?rnl?v, J. and Backman, J. D. and Biggs, M. L. and Bloom, H. L. and Brandimarto, J. and Brown, M. R. and Buckbinder, L. and Carey, D. J. and Chasman, D. I. and Chen, X. and Chen, X. and Chung, J. and Chutkow, W. and Cook, J. P. and Delgado, G. E. and Denaxas, S. and Doney, A. S. and D?rr, M. and Dudley, S. C. and Dunn, M. E. and Engstr?m, G. and Esko, T. and Felix, S. B. and Finan, C. and Ford, I. and Ghanbari, M. and Ghasemi, S. and Giedraitis, V. and Giulianini, F. and Gottdiener, J. S. and Gross, S. and Gu?bjartsson, D. F. and Gutmann, R. and Haggerty, C. M. and van der Harst, P. and Hyde, C. L. and Ingelsson, E. and Jukema, J. W. and Kavousi, M. and Khaw, K. T. and Kleber, M. E. and K?ber, L. and Koekemoer, A. and Langenberg, C. and Lind, L. and Lindgren, C. M. and London, B. and Lotta, L. A. and Lovering, R. C. and Luan, J. and Magnusson, P. and Mahajan, A. and Margulies, K. B. and M?rz, W. and Melander, O. and Mordi, I. R. and Morgan, T. and Morris, A. D. and Morris, A. P. and Morrison, A. C. and Nagle, M. W. and Nelson, C. P. and Niessner, A. and Niiranen, T. and O{\textquoteright}Donoghue, M. L. and Owens, A. T. and Palmer, C. N. A. and Parry, H. M. and Perola, M. and Portilla-Fernandez, E. and Psaty, B. M. and Rice, K. M. and Ridker, P. M. and Romaine, S. P. R. and Rotter, J. I. and Salo, P. and Salomaa, V. and van Setten, J. and Shalaby, A. A. and Smelser, D. T. and Smith, N. L. and Stender, S. and Stott, D. J. and Svensson, P. and Tammesoo, M. L. and Taylor, K. D. and Teder-Laving, M. and Teumer, A. and Thorgeirsson, G. and Thorsteinsdottir, U. and Torp-Pedersen, C. and Trompet, S. and Tyl, B. and Uitterlinden, A. G. and Veluchamy, A. and V?lker, U. and Voors, A. A. and Wang, X. and Wareham, N. J. and Waterworth, D. and Weeke, P. E. and Weiss, R. and Wiggins, K. L. and Xing, H. and Yerges-Armstrong, L. M. and Yu, B. and Zannad, F. and Zhao, J. H. and Hemingway, H. and Samani, N. J. and McMurray, J. J. V. and Yang, J. and Visscher, P. M. and Newton-Cheh, C. and Malarstig, A. and Holm, H. and Lubitz, S. A. and Sattar, N. and Holmes, M. V. and Cappola, T. P. and Asselbergs, F. W. and Hingorani, A. D. and Kuchenbaecker, K. and Ellinor, P. T. and Lang, C. C. and Stefansson, K. and Smith, J. G. and Vasan, R. S. and Swerdlow, D. I. and Lumbers, R. T. and Abecasis, G. and Backman, J. and Bai, X. and Balasubramanian, S. and Banerjee, N. and Baras, A. and Barnard, L. and Beechert, C. and Blumenfeld, A. and Cantor, M. and Chai, Y. and Chung, J. and Coppola, G. and Damask, A. and Dewey, F. and Economides, A. and Eom, G. and Forsythe, C. and Fuller, E. D. and Gu, Z. and Gurski, L. and Guzzardo, P. M. and Habegger, L. and Hahn, Y. and Hawes, A. and van Hout, C. and Jones, M. B. and Khalid, S. and Lattari, M. and Li, A. and Lin, N. and Liu, D. and Lopez, A. and Manoochehri, K. and Marchini, J. and Marcketta, A. and Maxwell, E. K. and McCarthy, S. and Mitnaul, L. J. and O{\textquoteright}Dushlaine, C. and Overton, J. D. and Padilla, M. S. and Paulding, C. and Penn, J. and Pradhan, M. and Reid, J. G. and Schleicher, T. D. and Schurmann, C. and Shuldiner, A. and Staples, J. C. and Sun, D. and Toledo, K. and Ulloa, R. H. and Widom, L. and Wolf, S. E. and Yadav, A. and Ye, B.}
}
@article {8925,
	title = {{The genomics of heart failure: design and rationale of the HERMES consortium},
	journal = {ESC Heart Fail},
	year = {2021},
	month = {Sep},
	abstract = {The HERMES (HEart failure Molecular Epidemiology for Therapeutic targetS) consortium aims to identify the genomic and molecular basis of heart failure.\ under an additive genetic model.\ HERMES is a global collaboration aiming to (i) identify the genetic determinants of heart failure; (ii) generate insights into the causal pathways leading to heart failure and enable genetic approaches to target prioritization; and (iii) develop genomic tools for disease stratification and risk prediction.},
	author = {Lumbers, R. T. and Shah, S. and Lin, H. and Czuba, T. and Henry, A. and Swerdlow, D. I. and Malarstig, A. and Andersson, C. and Verweij, N. and Holmes, M. V. and {\"A}rnl{\"o}v, J. and Svensson, P. and Hemingway, H. and Sallah, N. and Almgren, P. and Aragam, K. G. and Asselin, G. and Backman, J. D. and Biggs, M. L. and Bloom, H. L. and Boersma, E. and Brandimarto, J. and Brown, M. R. and Brunner-La Rocca, H. P. and Carey, D. J. and Chaffin, M. D. and Chasman, D. I. and Chazara, O. and Chen, X. and Chen, X. and Chung, J. H. and Chutkow, W. and Cleland, J. G. F. and Cook, J. P. and de Denus, S. and Dehghan, A. and Delgado, G. E. and Denaxas, S. and Doney, A. S. and D{\"o}rr, M. and Dudley, S. C. and Engstr{\"o}m, G. and Esko, T. and Fatemifar, G. and Felix, S. B. and Finan, C. and Ford, I. and Fougerousse, F. and Fouodjio, R. and Ghanbari, M. and Ghasemi, S. and Giedraitis, V. and Giulianini, F. and Gottdiener, J. S. and Gross, S. and Gu{\dh}bjartsson, D. F. and Gui, H. and Gutmann, R. and Haggerty, C. M. and van der Harst, P. and Hedman, {\r A}. K. and Helgadottir, A. and Hillege, H. and Hyde, C. L. and Jacob, J. and Jukema, J. W. and Kamanu, F. and Kardys, I. and Kavousi, M. and Khaw, K. T. and Kleber, M. E. and K{\o}ber, L. and Koekemoer, A. and Kraus, B. and Kuchenbaecker, K. and Langenberg, C. and Lind, L. and Lindgren, C. M. and London, B. and Lotta, L. A. and Lovering, R. C. and Luan, J. and Magnusson, P. and Mahajan, A. and Mann, D. and Margulies, K. B. and Marston, N. A. and M{\"a}rz, W. and McMurray, J. J. V. and Melander, O. and Melloni, G. and Mordi, I. R. and Morley, M. P. and Morris, A. D. and Morris, A. P. and Morrison, A. C. and Nagle, M. W. and Nelson, C. P. and Newton-Cheh, C. and Niessner, A. and Niiranen, T. and Nowak, C. and O{\textquoteright}Donoghue, M. L. and Owens, A. T. and Palmer, C. N. A. and Pare, G. and Perola, M. and Perreault, L. L. and Portilla-Fernandez, E. and Psaty, B. M. and Rice, K. M. and Ridker, P. M. and Romaine, S. P. R. and Roselli, C. and Rotter, J. I. and Ruff, C. T. and Sabatine, M. S. and Salo, P. and Salomaa, V. and van Setten, J. and Shalaby, A. A. and Smelser, D. T. and Smith, N. L. and Stefansson, K. and Stender, S. and Stott, D. J. and Sveinbjornsson, G. and Tammesoo, M. L. and Tardif, J. C. and Taylor, K. D. and Teder-Laving, M. and Teumer, A. and Thorgeirsson, G. and Thorsteinsdottir, U. and Torp-Pedersen, C. and Trompet, S. and Tuckwell, D. and Tyl, B. and Uitterlinden, A. G. and Vaura, F. and Veluchamy, A. and Visscher, P. M. and V{\"o}lker, U. and Voors, A. A. and Wang, X. and Wareham, N. J. and Weeke, P. E. and Weiss, R. and White, H. D. and Wiggins, K. L. and Xing, H. and Yang, J. and Yang, Y. and Yerges-Armstrong, L. M. and Yu, B. and Zannad, F. and Zhao, F. and Wilk, J. B. and Holm, H. and Sattar, N. and Lubitz, S. A. and Lanfear, D. E. and Shah, S. and Dunn, M. E. and Wells, Q. S. and Asselbergs, F. W. and Hingorani, A. D. and Dub{\'e}, M. P. and Samani, N. J. and Lang, C. C. and Cappola, T. P. and Ellinor, P. T. and Vasan, R. S. and Smith, J. G.}
}
@article {8663,
	title = {{Sex-dimorphic genetic effects and novel loci for fasting glucose and insulin variability},
	journal = {Nat Commun},
	volume = {12},
	year = {2021},
	month = {01},
	pages = {24},
	abstract = {Differences between sexes contribute to variation in the levels of fasting glucose and insulin. Epidemiological studies established a higher prevalence of impaired fasting glucose in men and impaired glucose tolerance in women, however, the genetic component underlying this phenomenon is not established. We assess sex-dimorphic (73,089/50,404 women and 67,506/47,806 men) and sex-combined (151,188/105,056 individuals) fasting glucose/fasting insulin genetic effects via genome-wide association study meta-analyses in individuals of European descent without diabetes. Here we report sex dimorphism in allelic effects on fasting insulin at IRS1 and ZNF12 loci, the latter showing higher RNA expression in whole blood in women compared to men. We also observe sex-homogeneous effects on fasting glucose at seven novel loci. Fasting insulin in women shows stronger genetic correlations than in men with waist-to-hip ratio and anorexia nervosa. Furthermore, waist-to-hip ratio is causally related to insulin resistance in women, but not in men. These results position dissection of metabolic and glycemic health sex dimorphism as a steppingstone for understanding differences in genetic effects between women and men in related phenotypes.},
	author = {Lagou, V. and M{\"a}gi, R. and Hottenga, J. J. and Grallert, H. and Perry, J. R. B. and Bouatia-Naji, N. and Marullo, L. and Rybin, D. and Jansen, R. and Min, J. L. and Dimas, A. S. and Ulrich, A. and Zudina, L. and G{\r a}din, J. R. and Jiang, L. and Faggian, A. and Bonnefond, A. and Fadista, J. and Stathopoulou, M. G. and Isaacs, A. and Willems, S. M. and Navarro, P. and Tanaka, T. and Jackson, A. U. and Montasser, M. E. and O{\textquoteright}Connell, J. R. and Bielak, L. F. and Webster, R. J. and Saxena, R. and Stafford, J. M. and Pourcain, B. S. and Timpson, N. J. and Salo, P. and Shin, S. Y. and Amin, N. and Smith, A. V. and Li, G. and Verweij, N. and Goel, A. and Ford, I. and Johnson, P. C. D. and Johnson, T. and Kapur, K. and Thorleifsson, G. and Strawbridge, R. J. and Rasmussen-Torvik, L. J. and Esko, T. and Mihailov, E. and Fall, T. and Fraser, R. M. and Mahajan, A. and Kanoni, S. and Giedraitis, V. and Kleber, M. E. and Silbernagel, G. and Meyer, J. and M{\"u}ller-Nurasyid, M. and Ganna, A. and Sarin, A. P. and Yengo, L. and Shungin, D. and Luan, J. and Horikoshi, M. and An, P. and Sanna, S. and Boettcher, Y. and Rayner, N. W. and Nolte, I. M. and Zemunik, T. and Iperen, E. V. and Kovacs, P. and Hastie, N. D. and Wild, S. H. and McLachlan, S. and Campbell, S. and Polasek, O. and Carlson, O. and Egan, J. and Kiess, W. and Willemsen, G. and Kuusisto, J. and Laakso, M. and Dimitriou, M. and Hicks, A. A. and Rauramaa, R. and Bandinelli, S. and Thorand, B. and Liu, Y. and Miljkovic, I. and Lind, L. and Doney, A. and Perola, M. and Hingorani, A. and Kivimaki, M. and Kumari, M. and Bennett, A. J. and Groves, C. J. and Herder, C. and Koistinen, H. A. and Kinnunen, L. and Faire, U. and Bakker, S. J. L. and Uusitupa, M. and Palmer, C. N. A. and Jukema, J. W. and Sattar, N. and Pouta, A. and Snieder, H. and Boerwinkle, E. and Pankow, J. S. and Magnusson, P. K. and Krus, U. and Scapoli, C. and de Geus, E. J. C. N. and Bl{\"u}her, M. and Wolffenbuttel, B. H. R. and Province, M. A. and Abecasis, G. R. and Meigs, J. B. and Hovingh, G. K. and Lindstr{\"o}m, J. and Wilson, J. F. and Wright, A. F. and Dedoussis, G. V. and Bornstein, S. R. and Schwarz, P. E. H. and Tonjes, A. and Winkelmann, B. R. and Boehm, B. O. and M{\"a}rz, W. and Metspalu, A. and Price, J. F. and Deloukas, P. and K{\"o}rner, A. and Lakka, T. A. and Keinanen-Kiukaanniemi, S. M. and Saaristo, T. E. and Bergman, R. N. and Tuomilehto, J. and Wareham, N. J. and Langenberg, C. and M{\"a}nnist{\"o}, S. and Franks, P. W. and Hayward, C. and Vitart, V. and Kaprio, J. and Visvikis-Siest, S. and Balkau, B. and Altshuler, D. and Rudan, I. and Stumvoll, M. and Campbell, H. and van Duijn, C. M. and Gieger, C. and Illig, T. and Ferrucci, L. and Pedersen, N. L. and Pramstaller, P. P. and Boehnke, M. and Frayling, T. M. and Shuldiner, A. R. and Peyser, P. A. and Kardia, S. L. R. and Palmer, L. J. and Penninx, B. W. and Meneton, P. and Harris, T. B. and Navis, G. and Harst, P. V. and Smith, G. D. and Forouhi, N. G. and Loos, R. J. F. and Salomaa, V. and Soranzo, N. and Boomsma, D. I. and Groop, L. and Tuomi, T. and Hofman, A. and Munroe, P. B. and Gudnason, V. and Siscovick, D. S. and Watkins, H. and Lecoeur, C. and Vollenweider, P. and Franco-Cereceda, A. and Eriksson, P. and Jarvelin, M. R. and Stefansson, K. and Hamsten, A. and Nicholson, G. and Karpe, F. and Dermitzakis, E. T. and Lindgren, C. M. and McCarthy, M. I. and Froguel, P. and Kaakinen, M. A. and Lyssenko, V. and Watanabe, R. M. and Ingelsson, E. and Florez, J. C. and Dupuis, J. and Barroso, I. and Morris, A. P. and Prokopenko, I.}
}
@article {8618,
	title = {{Sex-dimorphic genetic effects and novel loci for fasting glucose and insulin variability},
	journal = {Nat Commun},
	volume = {12},
	year = {2021},
	month = {01},
	pages = {24},
	abstract = {Differences between sexes contribute to variation in the levels of fasting glucose and insulin. Epidemiological studies established a higher prevalence of impaired fasting glucose in men and impaired glucose tolerance in women, however, the genetic component underlying this phenomenon is not established. We assess sex-dimorphic (73,089/50,404 women and 67,506/47,806 men) and sex-combined (151,188/105,056 individuals) fasting glucose/fasting insulin genetic effects via genome-wide association study meta-analyses in individuals of European descent without diabetes. Here we report sex dimorphism in allelic effects on fasting insulin at IRS1 and ZNF12 loci, the latter showing higher RNA expression in whole blood in women compared to men. We also observe sex-homogeneous effects on fasting glucose at seven novel loci. Fasting insulin in women shows stronger genetic correlations than in men with waist-to-hip ratio and anorexia nervosa. Furthermore, waist-to-hip ratio is causally related to insulin resistance in women, but not in men. These results position dissection of metabolic and glycemic health sex dimorphism as a steppingstone for understanding differences in genetic effects between women and men in related phenotypes.},
	author = {Lagou, V. and M?gi, R. and Hottenga, J. J. and Grallert, H. and Perry, J. R. B. and Bouatia-Naji, N. and Marullo, L. and Rybin, D. and Jansen, R. and Min, J. L. and Dimas, A. S. and Ulrich, A. and Zudina, L. and G?din, J. R. and Jiang, L. and Faggian, A. and Bonnefond, A. and Fadista, J. and Stathopoulou, M. G. and Isaacs, A. and Willems, S. M. and Navarro, P. and Tanaka, T. and Jackson, A. U. and Montasser, M. E. and O{\textquoteright}Connell, J. R. and Bielak, L. F. and Webster, R. J. and Saxena, R. and Stafford, J. M. and Pourcain, B. S. and Timpson, N. J. and Salo, P. and Shin, S. Y. and Amin, N. and Smith, A. V. and Li, G. and Verweij, N. and Goel, A. and Ford, I. and Johnson, P. C. D. and Johnson, T. and Kapur, K. and Thorleifsson, G. and Strawbridge, R. J. and Rasmussen-Torvik, L. J. and Esko, T. and Mihailov, E. and Fall, T. and Fraser, R. M. and Mahajan, A. and Kanoni, S. and Giedraitis, V. and Kleber, M. E. and Silbernagel, G. and Meyer, J. and M?ller-Nurasyid, M. and Ganna, A. and Sarin, A. P. and Yengo, L. and Shungin, D. and Luan, J. and Horikoshi, M. and An, P. and Sanna, S. and Boettcher, Y. and Rayner, N. W. and Nolte, I. M. and Zemunik, T. and Iperen, E. V. and Kovacs, P. and Hastie, N. D. and Wild, S. H. and McLachlan, S. and Campbell, S. and Polasek, O. and Carlson, O. and Egan, J. and Kiess, W. and Willemsen, G. and Kuusisto, J. and Laakso, M. and Dimitriou, M. and Hicks, A. A. and Rauramaa, R. and Bandinelli, S. and Thorand, B. and Liu, Y. and Miljkovic, I. and Lind, L. and Doney, A. and Perola, M. and Hingorani, A. and Kivimaki, M. and Kumari, M. and Bennett, A. J. and Groves, C. J. and Herder, C. and Koistinen, H. A. and Kinnunen, L. and Faire, U. and Bakker, S. J. L. and Uusitupa, M. and Palmer, C. N. A. and Jukema, J. W. and Sattar, N. and Pouta, A. and Snieder, H. and Boerwinkle, E. and Pankow, J. S. and Magnusson, P. K. and Krus, U. and Scapoli, C. and de Geus, E. J. C. N. and Bl?her, M. and Wolffenbuttel, B. H. R. and Province, M. A. and Abecasis, G. R. and Meigs, J. B. and Hovingh, G. K. and Lindstr?m, J. and Wilson, J. F. and Wright, A. F. and Dedoussis, G. V. and Bornstein, S. R. and Schwarz, P. E. H. and T?njes, A. and Winkelmann, B. R. and Boehm, B. O. and M?rz, W. and Metspalu, A. and Price, J. F. and Deloukas, P. and K?rner, A. and Lakka, T. A. and Keinanen-Kiukaanniemi, S. M. and Saaristo, T. E. and Bergman, R. N. and Tuomilehto, J. and Wareham, N. J. and Langenberg, C. and M?nnist?, S. and Franks, P. W. and Hayward, C. and Vitart, V. and Kaprio, J. and Visvikis-Siest, S. and Balkau, B. and Altshuler, D. and Rudan, I. and Stumvoll, M. and Campbell, H. and van Duijn, C. M. and Gieger, C. and Illig, T. and Ferrucci, L. and Pedersen, N. L. and Pramstaller, P. P. and Boehnke, M. and Frayling, T. M. and Shuldiner, A. R. and Peyser, P. A. and Kardia, S. L. R. and Palmer, L. J. and Penninx, B. W. and Meneton, P. and Harris, T. B. and Navis, G. and Harst, P. V. and Smith, G. D. and Forouhi, N. G. and Loos, R. J. F. and Salomaa, V. and Soranzo, N. and Boomsma, D. I. and Groop, L. and Tuomi, T. and Hofman, A. and Munroe, P. B. and Gudnason, V. and Siscovick, D. S. and Watkins, H. and Lecoeur, C. and Vollenweider, P. and Franco-Cereceda, A. and Eriksson, P. and Jarvelin, M. R. and Stefansson, K. and Hamsten, A. and Nicholson, G. and Karpe, F. and Dermitzakis, E. T. and Lindgren, C. M. and McCarthy, M. I. and Froguel, P. and Kaakinen, M. A. and Lyssenko, V. and Watanabe, R. M. and Ingelsson, E. and Florez, J. C. and Dupuis, J. and Barroso, I. and Morris, A. P. and Prokopenko, I.}
}
