Collaborators: Alastair Proudfoot, Andrew Constantine, Dan Jones, Krishnaraj Rathod, Nida Ahmed, Richard Fitzgerald (Barts Health NHS Trust); Dan O’Connell, Rony Arafin, Sonya Babu-Narayan, Zainab Karim (British Heart Foundation); Jon Shelton, Martina Slapkova, Rosie Hinchliffe, Shane Johnson (Cancer Research UK); Renin Toms (Cardiff Metropolitan University); Julia Townson (Cardiff University); Ewan Birney, Moritz Gerstung, Tomas Fitzgerald (European Bioinformatics Institute); Katherine Brown (Great Ormond Street Hospital); Benjamin Zuckerman, Ernest Wong, Lily Benton,Tasanee Braithwaite (Guy’s and St Thomas’ NHS Foundation Trust); Alexis Webb (Health Data Research UK); Anna Stevenson, Annette Jackson, Cathie Sudlow, Fionna Chalmers, Jadene Lewis, James Farre, Jemma Austin, John Nolan, Lars Murdock, Lynn Morrice, Mehrdad Mizani, Melissa Webb, Ross Forsyth, Rouven Priedon, Samaira Khan, Steffen Petersen, Thomas Bolton, Zach Welshman (Health Data Research UK/BHF Data Science Centre); Caroline Rogers (Healthcare Quality Improvement Partnership); Donna Wakefield (Hull York Medical School); Alun Davies, Arunashis Sau, Costas Kallis, Fu Siong Ng,Hannah Whittaker, Ioanna Tzoulaki, Jennifer Quint, Juliette Unwin, Libor Pastika, Petter Brodin, Philip Stone, Safa Salim, Sarah Cook, Sarah Onida (Imperial College London); Alistair Marsland, Andrew Thompson, Sara Holloway, Thomas Porter (Imperial College London (LCP)); Alastair Denniston (INSIGHT); Mamas Mamas (Keele University); Abdel Douiri, Adejoke Oluyase, Ajay Shah, Alexandru Dregan, Amy Ronaldson, Anna Bone, Antonio Cannata, Ben Bray, Charles Wolfe, Daniel Bromage, Dominic Oliver, Elena Nikiphorou, Emeka Chukwusa, Gareth Williams, Gayan Perera, Harry Watson, Iain Marshall, Irene Higginson, Javiera Leniz Martelli,Jayati Das-Munshi, Joanna Davies, Johnny Downs, Katherine Sleeman, Laia Becares, Linglong Qian, Matthew O’Connell, Mevhibe Hocaoglu, Natasha Chilman, Rachel Cripps, Richard Killick, Theresa McDonagh, Vasa Curcin, Zeljko Kraljevic (King’s College London); Carin van Doorn (Leeds Teaching Hospitals NHS Trust); Rocco Friebel (London School of Economics); Antonio Gasparrini, Arturo de la Cruz, Dorothea Nitsch, Julian Matthewman, Neil Pearce, Patrick Bidulka, Qiuju Li, Sinéad Langan, Thiago Silva, Zhengnan Zhu (London School of Hygiene); Martin Rutter (Manchester University NHS Foundation Trust); Alex Grundmann (Newcastle-upon-Tyne Hospitals NHS Foundation Trust); Adam Hollings, Angeliki Antonarou, Daniel Schofield, Deborah Lowe, Elizabeth Kelly, Richardson, Humaira Hussein, Jake Kasan, Nickie Wareing, Russell Healey, Shoaib Ali Ajaib (NHS England); Mark Barber (NHS Lanarkshire); Carole Morris (NHS Scotland); Felix Greaves, Jennifer Beveridge, Seamus Kent, Thomas Lawrence, Vandana Ayyar-Gupta (NICE); Myer Glickman, Vahé Nafilyan (Office for National Statistics); Deepti Gurdasani (Queen Mary University of London); Frank Kee (Queen’s University Belfast); Paz Tayal (Royal Brompton and Harefield Hospitals); David Cromwell (Royal College of Surgeons of England); Amar Shah, Swapna Mandal, Florian Falter, Joseph Newman (Royal Free London NHS Foundation Trust); Jennifer Rossdale (Royal United Hospitals Bath NHS Foundation Trust); Baboucarr Njie, Elijah Behr, Nuria Sanchez, Xinkai Wang (St George’s University of London); Daniel Harris (Swansea Bay University Health Board); Amanda Marchant, Ashley Akbari, Daniel King, David Powell, Elizabeth A Ellins, Fatemeh Torabi, Gareth Davies, Hoda Abbasizanjani, Huw Strafford, Jane Lyons, Julian Halcox, Laura North, Marcos del Pozo Banos, Owen Pickrell, Ronan Lyons (Swansea University); Ann John (Swansea University - DATAMIND); Robert Aldridge (University College); Abraham Olvera-Barrios, Adnan Tufail, Alasdair Warwick, Alex Handy, Alexei Yavlinsky, Alvina Lai, Ami Banerjee, Ana Torralbo, Ana-Catarina Pinho-Gomes, Andrej Ivanovic, Andrew Lambarth, Anthony Khawaja, Ashkan Dashtban, Ashley Dickson, Becky White, Christina Pagel, Christopher Tomlinson, Chu Siyu, David Selby, Eloise Withnell, Emma Whitfield, Eva Keller, Evaleen Malgapo, Ferran Espuny-Pujol, lavien Hardy, Floriaan Schmidt, Freya Allery, Harry Hemingway, Honghan Wu, Jinge Wu, Johan Thygesen, Johannes Heyl, Julia Ive, Kate Cheema, Katie Harron, Ken Li, Kerrie Stevenson, Laura Pasea, Louise Choo, Luca Grieco, Manuel Gomes, Matt Sydes, Mehrdad Mizani, Michalis Katsoulis, Mohamed Mohamed, Naomi Launders, Nushrat Khan, Paula Lorgelly, Pedro Machado, Pia Hardelid, Qi Huang, Riyaz Patel, Roy Schwartz, Rui Providencia, Ruth Gilbert, Samuel Kim, Simon Ellershaw, Sonya Crowe, Spiros Denaxas, Tuankasfee Hama, Waty Lilaonitkul, Yi Mu, Yohhei Hamada, Yoryos Lyratzopoulos (University College London); David Osborn (University College London / DATAMIND); Arun Pherwani (University Hospital of North Midlands); Mary Joan Macleod (University of Aberdeen); Sarah Wang (University of Birmingham); Mark Thomas (University of Birmingham and Queen Elizabeth Hospital Birmingham); Arun Karthikeyan Suseeladevi, Ben Gibbison, Dann Mitchell, Deborah Lawler, Eleanor Walsh, Elsie Horne, Ewan Walker, Gianni Angelini, Jeremy Chan, John Macleod, Jonathan Sterne, Katharine Looker, Kurt Taylor, Livia Pierotti, Luisa Zuccolo, Martha Elwenspoek, Marwa Al Arab, Massimo Caputo, Mira Hidajat, Neil Davies, Paul Madley-Dowd, Rachel Denholm, Rochelle Knight, Rupert Payne, Shubhra Sinha, Tim Dong, Tom Palmer, Venexia Walker, Yueying Li, Yvonne Nartey (University of Bristol); Alexia Sampri, Angela Wood, Carmen Petitjean, Chimweta Chilala, Chriselda Oliver, David Brind, Elena Raffetti, Elias Allara, Emanuele Di Angelantonio, Eoin McKinney, Eric Harshfield, Fabian Falck, Genevieve Cezard, Hannah Harrison, Haoting Zhang, Holly Pavey, Isabel Walter, Jessica Barrett, John Danesh, John Ford, Katie Saunders, Lisa Pennells, Lois Kim, Mayank Dalakoti, Megan Ritson, Mike Inouye, Millie Zhou, Robert Fletcher, Rutendo Mapeta, Samantha Ip, Spencer Keene, Stelios Boulitsakis Logothetis, Stephen Kaptoge, Tianxiao Wang, Tom Pape, Wen Shi, Xilin Jiang, Xiyun Jiang, Yanfan Li (University of Cambridge); Daniel Morales, Huan Wang, Ify Mordi, Samira Bell (University of Dundee); Alan Carson, Alice Hosking, Annemarie Docherty, Athina Spiliopoulou, Baljean Dhillon, Carlos Sanchez Soriano, Caroline Jackson, Christian Schnier, Claire Tochel, Gwenetta Curry, Helen Colhoun, Joe Mellor, Kelly Fleetwood, Laura Sherlock, Luke Blackbourn, Michelle Williams, Miguel Bernabeu Llinares, Niamh McLennan, Rebecca Reynolds, Richard Chin, Steven Kerr, Tim Wilkinson, Verónica Cabreira, William Berthon, William Whiteley (University of Edinburgh); John Dennis, Kerry Pearn, Michael Allen (University of Exeter); Angela Henderson, Clea du Toit, Colin Berry, Craig Melville, Deborah Kinnear, Dennis Tran, Filip Sosenko, Frederick Ho, Jill Pell, Jocelyn Friday, John Cleland, Naveed Sattar, Ninian Lang, Salil Deo, Sandosh Padmanabhan, Terry Quinn (University of Glasgow); Jianhua Wu, Ramesh Nadarajah (University of Leeds); Anna Hansell, Anvesha Singh, Cameron Razieh, Claire Lawson, Clare Gillies, Francesco Zaccardi, Iain Squire, Kamlesh Khunti, Matthew Bown, Muhammad Rashid, Sharmin Shabnam, Shirley Sze, Tom Yates, Yogini Chudasama (University of Leicester); Andrew Mason, Benedict Michael, Caroline Dale, David Hughes, Francesca Zaccagnino, Maria Sudell, Mark Green, Munir Pirmohamed, Pardis Biglarbeigi, Reecha Sofat, Rohan Takhar, Ruwanthi Kolamunnage-Dona, Stephen McKeever (University of Liverpool); Bernard Keavney, Catriona Harrison, Craig Smith, David Jenkins, Eva Henning, Evan Kontopantelis, George Tilston, Glen Martin, Hector Chinoy, Joseph Firth, Lana Bojanic, Matthew Sperrin, Max Lyon, Maya Buch, Richard Williams, Ruth Norris, Ruth Watkinson, Sarah Steeg, Simon Frain, Simon Williams, Steven Zhao, Zenas Yiu (University of Manchester); Camille Carroll, Charlotte Parbery-Clark, Dexter Canoy, Precious Onyeachu (University of Newcastle); Fiona Pearce, Laila Tata, Ralph Akyea, Stephanie Lax (University of Nottingham); Aashna Uppal, Akshay Shah, Antonella Delmestri, Antony Palmer, Ben Goldacre, Ben Lacey, Dani Prieto-Alhambra, Eva Morris, George Nicholson, Hayley Evans, James Sheppard, Joseph Kamtchum Tatuene, Julia Hippisley-Cox, Kazem Rahimi, Linxin Li, Lucy Wright, Marta Pineda Moncusi, Mohammad Mamouei, Nick Hall, Parag Gajendragadkar, Paula Dhiman,ingze Gu, Raph Goldacre, Salma Chaudhry, Sara Khalid, Seb Bacon, Seyed Alireza Hasheminasab, Shishir Rao, Xiaomin Zhong, Zeinab Bidel Taleshmekaeil(University of Oxford); Leuven Nathalie Conrad (University of Oxford/KU); Marie-Louise Zeissler (University of Plymouth); Jen-Yu Amy Chang, Norman Briffa, Peter Bath, Simone Croft, Suzanne Mason, Tim Chico (University of Sheffield);Nazrul Islam (University of Southampton); Amanj Kurdi, Kim Kavanagh, Marion Bennie, Tanja Mueller (University of Strathclyde); Harry Wilde, Majel McGranahan (University of Warwick); Christina van der Feltz-Cornelis, Han-I Wang, Lorna Fraser (University of York); Tapiwa Tungamirai (Wellcome Sanger Institute)