Global Biobank analyses provide lessons for developing polygenic risk scores across diverse cohorts.

Bycroft C;Freeman C;Petkova D;Band G;Elliott LT;Sharp K;Motyer A;Vukcevic D;Delaneau O;O'Connell J;Cortes A;Welsh S;Young A;Effingham M;McVean G;Leslie S;Allen N;Donnelly P;Marchini J

Atkinson EG;Maihofer AX;Kanai M;Martin AR;Karczewski KJ;Santoro ML;Ulirsch JC;Kamatani Y;Okada Y;Finucane HK;Koenen KC;Nievergelt CM;Daly MJ;Neale BM

Bulik-Sullivan, Brendan K.;Loh, Po-Ru;Finucane, Hilary K.;Ripke, Stephan;Yang, Jian;Patterson, Nick;Daly, Mark J.;Price, Alkes L.;Neale, Benjamin M.

Graham SE;Clarke SL;Wu KH;Kanoni S;Zajac GJM;Ramdas S;Surakka I;Ntalla I;Vedantam S;Winkler TW;Locke AE;Marouli E;Hwang MY;Han S;Narita A;Choudhury A;Bentley AR;Ekoru K;Verma A;Trivedi B;Martin HC;Hunt KA;Hui Q;Klarin D;Zhu X;Thorleifsson G;Helgadottir A;Gudbjartsson DF;Holm H;Olafsson I;Akiyama M;Sakaue S;Terao C;Kanai M;Zhou W;Brumpton BM;Rasheed H;Ruotsalainen SE;Havulinna AS;Veturi Y;Feng Q;Rosenthal EA;Lingren T;Pacheco JA;Pendergrass SA;Haessler J;Giulianini F;Bradford Y;Miller JE;Campbell A;Lin K;Millwood IY;Hindy G;Rasheed A;Faul JD;Zhao W;Weir DR;Turman C;Huang H;Graff M;Mahajan A;Brown MR;Zhang W;Yu K;Schmidt EM;Pandit A;Gustafsson S;Yin X;Luan J;Zhao JH;Matsuda F;Jang HM;Yoon K;Medina-Gomez C;Pitsillides A;Hottenga JJ;Willemsen G;Wood AR;Ji Y;Gao Z;Haworth S;Mitchell RE;Chai JF;Aadahl M;Yao J;Manichaikul A;Warren HR;Ramirez J;Bork-Jensen J;Kårhus LL;Goel A;Sabater-Lleal M;Noordam R;Sidore C;Fiorillo E;McDaid AF;Marques-Vidal P;Wielscher M;Trompet S;Sattar N;Møllehave LT;Thuesen BH;Munz M;Zeng L;Huang J;Yang B;Poveda A;Kurbasic A;Lamina C;Forer L;Scholz M;Galesloot TE;Bradfield JP;Daw EW;Zmuda JM;Mitchell JS;Fuchsberger C;Christensen H;Brody JA;Feitosa MF;Wojczynski MK;Preuss M;Mangino M;Christofidou P;Verweij N;Benjamins JW;Engmann J;Kember RL;Slieker RC;Lo KS;Zilhao NR;Le P;Kleber ME;Delgado GE;Huo S;Ikeda DD;Iha H;Yang J;Liu J;Leonard HL;Marten J;Schmidt B;Arendt M;Smyth LJ;Cañadas-Garre M;Wang C;Nakatochi M;Wong A;Hutri-Kähönen N;Sim X;Xia R;Huerta-Chagoya A;Fernandez-Lopez JC;Lyssenko V;Ahmed M;Jackson AU;Yousri NA;Irvin MR;Oldmeadow C;Kim HN;Ryu S;Timmers PRHJ;Arbeeva L;Dorajoo R;Lange LA;Chai X;Prasad G;Lorés-Motta L;Pauper M;Long J;Li X;Theusch E;Takeuchi F;Spracklen CN;Loukola A;Bollepalli S;Warner SC;Wang YX;Wei WB;Nutile T;Ruggiero D;Sung YJ;Hung YJ;Chen S;Liu F;Yang J;Kentistou KA;Gorski M;Brumat M;Meidtner K;Bielak LF;Smith JA;Hebbar P;Farmaki AE;Hofer E;Lin M;Xue C;Zhang J;Concas MP;Vaccargiu S;van der Most PJ;Pitkänen N;Cade BE;Lee J;van der Laan SW;Chitrala KN;Weiss S;Zimmermann ME;Lee JY;Choi HS;Nethander M;Freitag-Wolf S;Southam L;Rayner NW;Wang CA;Lin SY;Wang JS;Couture C;Lyytikäinen LP;Nikus K;Cuellar-Partida G;Vestergaard H;Hildalgo B;Giannakopoulou O;Cai Q;Obura MO;van Setten J;Li X;Schwander K;Terzikhan N;Shin JH;Jackson RD;Reiner AP;Martin LW;Chen Z;Li L;Highland HM;Young KL;Kawaguchi T;Thiery J;Bis JC;Nadkarni GN;Launer LJ;Li H;Nalls MA;Raitakari OT;Ichihara S;Wild SH;Nelson CP;Campbell H;Jäger S;Nabika T;Al-Mulla F;Niinikoski H;Braund PS;Kolcic I;Kovacs P;Giardoglou T;Katsuya T;Bhatti KF;de Kleijn D;de Borst GJ;Kim EK;Adams HHH;Ikram MA;Zhu X;Asselbergs FW;Kraaijeveld AO;Beulens JWJ;Shu XO;Rallidis LS;Pedersen O;Hansen T;Mitchell P;Hewitt AW;Kähönen M;Pérusse L;Bouchard C;Tönjes A;Chen YI;Pennell CE;Mori TA;Lieb W;Franke A;Ohlsson C;Mellström D;Cho YS;Lee H;Yuan JM;Koh WP;Rhee SY;Woo JT;Heid IM;Stark KJ;Völzke H;Homuth G;Evans MK;Zonderman AB;Polasek O;Pasterkamp G;Hoefer IE;Redline S;Pahkala K;Oldehinkel AJ;Snieder H;Biino G;Schmidt R;Schmidt H;Chen YE;Bandinelli S;Dedoussis G;Thanaraj TA;Kardia SLR;Kato N;Schulze MB;Girotto G;Jung B;Böger CA;Joshi PK;Bennett DA;De Jager PL;Lu X;Mamakou V;Brown M;Caulfield MJ;Munroe PB;Guo X;Ciullo M;Jonas JB;Samani NJ;Kaprio J;Pajukanta P;Adair LS;Bechayda SA;de Silva HJ;Wickremasinghe AR;Krauss RM;Wu JY;Zheng W;den Hollander AI;Bharadwaj D;Correa A;Wilson JG;Lind L;Heng CK;Nelson AE;Golightly YM;Wilson JF;Penninx B;Kim HL;Attia J;Scott RJ;Rao DC;Arnett DK;Hunt SC;Walker M;Koistinen HA;Chandak GR;Yajnik CS;Mercader JM;Tusié-Luna T;Aguilar-Salinas CA;Villalpando CG;Orozco L;Fornage M;Tai ES;van Dam RM;Lehtimäki T;Chaturvedi N;Yokota M;Liu J;Reilly DF;McKnight AJ;Kee F;Jöckel KH;McCarthy MI;Palmer CNA;Vitart V;Hayward C;Simonsick E;van Duijn CM;Lu F;Qu J;Hishigaki H;Lin X;März W;Parra EJ;Cruz M;Gudnason V;Tardif JC;Lettre G;'t Hart LM;Elders PJM;Damrauer SM;Kumari M;Kivimaki M;van der Harst P;Spector TD;Loos RJF;Province MA;Psaty BM;Brandslund I;Pramstaller PP;Christensen K;Ripatti S;Widén E;Hakonarson H;Grant SFA;Kiemeney LALM;de Graaf J;Loeffler M;Kronenberg F;Gu D;Erdmann J;Schunkert H;Franks PW;Linneberg A;Jukema JW;Khera AV;Männikkö M;Jarvelin MR;Kutalik Z;Cucca F;Mook-Kanamori DO;van Dijk KW;Watkins H;Strachan DP;Grarup N;Sever P;Poulter N;Rotter JI;Dantoft TM;Karpe F;Neville MJ;Timpson NJ;Cheng CY;Wong TY;Khor CC;Sabanayagam C;Peters A;Gieger C;Hattersley AT;Pedersen NL;Magnusson PKE;Boomsma DI;de Geus EJC;Cupples LA;van Meurs JBJ;Ghanbari M;Gordon-Larsen P;Huang W;Kim YJ;Tabara Y;Wareham NJ;Langenberg C;Zeggini E;Kuusisto J;Laakso M;Ingelsson E;Abecasis G;Chambers JC;Kooner JS;de Vries PS;Morrison AC;North KE;Daviglus M;Kraft P;Martin NG;Whitfield JB;Abbas S;Saleheen D;Walters RG;Holmes MV;Black C;Smith BH;Justice AE;Baras A;Buring JE;Ridker PM;Chasman DI;Kooperberg C;Wei WQ;Jarvik GP;Namjou B;Hayes MG;Ritchie MD;Jousilahti P;Salomaa V;Hveem K;Åsvold BO;Kubo M;Kamatani Y;Okada Y;Murakami Y;Thorsteinsdottir U;Stefansson K;Ho YL;Lynch JA;Rader DJ;Tsao PS;Chang KM;Cho K;O'Donnell CJ;Gaziano JM;Wilson P;Rotimi CN;Hazelhurst S;Ramsay M;Trembath RC;van Heel DA;Tamiya G;Yamamoto M;Kim BJ;Mohlke KL;Frayling TM;Hirschhorn JN;Kathiresan S;VA Million Veteran Program;Global Lipids Genetics Consortium*;Boehnke M;Natarajan P;Peloso GM;Brown CD;Morris AP;Assimes TL;Deloukas P;Sun YV;Willer CJ