Professor John Whittaker
(he/him/his)About Professor John Whittaker
I am Director of the MRC Biostatistics Unit and Professor of Biostatistics at the University of Cambridge.
Prior to joining the Unit in January 2022, I held academic posts at several UK Universities, most recently as Professor of Genetic Epidemiology and Statistics at the London School of Hygiene and Tropical Medicine. I moved to GlaxoSmithKline in 2009, initially as head of statistical genetics, and then led groups and projects in both genetics and non-clinical statistics. Key activities included the initiation of Open Targets, the whole genome sequencing of UK Biobank by a public-private consortium and most latterly the development of an integrated wet-dry lab approach to understanding the functional consequences of genetic variation.
My research interests are in the use of statistical modelling, mainly in the Bayesian framework, to solve applied biomedical problems. My current work is centered on the design and analysis of genetic/genomic studies at both population and lab scale, and in particular on the integration of multiple genetic, genomic and epidemiological data resources to generate mechanistic and causal understanding of disease aetiology. I particularly enjoy working collaboratively with scientists from other disciplines.
Publications
Showing 1 to 10 of 234 publications
A genomic-led strategy to anticipate drug safety effects.
Authors: BR Ferolito, ARVR Horimoto, K Gravel-Pucillo, DJ Golden, H Dashti, C Giambartolomei, D Rasooly, R Matty, L Gaziano, Y Tsepilov, L Costa, N Kosik, H Ioannidis, M Karim, G Winicki, F Hunter, C Langenberg, JC Whittaker, Million Veteran Program, T Cai, GM Peloso, B Zdrazil, M Ghoussaini, AR Leach, S Muralidhar, IA Smit, JP Casas, JM Gaziano, K Cho, AC Pereira
Journal: PLoS Genet
DOI: 10.1371/journal.pgen.1012211
Leveraging large-scale biobanks for therapeutic target discovery.
Authors: BR Ferolito, H Dashti, C Giambartolomei, GM Peloso, DJ Golden, K Gravel-Pucillo, D Rasooly, ARVR Horimoto, R Matty, L Gaziano, Y Liu, IA Smit, B Zdrazil, Y Tsepilov, L Costa, N Kosik, JE Huffman, GG Tartaglia, G Bini, G Proietti, H Ioannidis, MA Karim, F Hunter, G Hemani, AS Butterworth, E Di Angelantonio, C Langenberg, M Ghoussaini, AR Leach, KP Liao, S Damrauer, LE Selva, S Whitbourne, PS Tsao, J Moser, T Gaunt, T Cai, JC Whittaker, Million Veteran Program, JP Casas, S Muralidhar, JM Gaziano, K Cho, AC Pereira
Published:
Journal: HGG Adv
DOI: 10.1016/j.xhgg.2025.100556
Whole-genome sequencing of 490,640 UK Biobank participants.
Authors: UK Biobank Whole-Genome Sequencing Consortium
Journal: Nature
DOI: 10.1038/s41586-025-09272-9
A computational framework for defining and validating reproducible phenotyping algorithms of 313 diseases in the UK Biobank.
Authors: A Torralbo, JM Davitte, DC Croteau-Chonka, C Ytsma, C Tomlinson, NK Fitzpatrick, S-C Chung, G Fatemifar, AS Cortes, TG Richardson, M Barclay, J Carrasco-Zanini, C Finan, H Hemingway, AD Hingorani, V Kuan, C Langenberg, G Lyratzopoulos, RT Lumbers, M Pietzner, AD Shah, JH Thygesen, N Zelenka, JC Whittaker, MG Ehm, S Denaxas
Published:
Journal: Sci Rep
DOI: 10.1038/s41598-025-05838-9
Large-scale multi-omics identifies drug targets for heart failure with reduced and preserved ejection fraction.
Authors: D Rasooly, C Giambartolomei, GM Peloso, H Dashti, BR Ferolito, D Golden, ARVR Horimoto, M Pietzner, EH Farber-Eger, QS Wells, G Bini, G Proietti, GG Tartaglia, NM Kosik, PWF Wilson, LS Phillips, PB Munroe, SE Petersen, K Cho, JM Gaziano, AR Leach, VA Million Veteran Program, J Whittaker, C Langenberg, N Aung, YV Sun, AC Pereira, JP Casas, J Joseph
Journal: Nat Cardiovasc Res
DOI: 10.1038/s44161-025-00609-1
A genomic-led strategy to anticipate drug safety effects
Authors: BR Ferolito, AR Horimoto, K Gravel-Pucillo, DJ Golden, H Dashti, C Giambartolomei, D Rasooly, R Matty, L Gaziano, Y Tsepilov, L Costa, N Kosik, H Ioannidis, M Karim, G Winicki, F Hunter, C Langenberg, JC Whittaker, MV Program, T Cai, GM Peloso, B Zdrazil, M Ghoussaini, AR Leach, S Muralidhar, IA Smit, JP Casas, JM Gaziano, K Cho, AC Pereira
DOI: 10.1101/2025.09.11.25335448
Leveraging Large-Scale Biobanks for Therapeutic Target Discovery
Authors: BR Ferolito, H Dashti, C Giambartolomei, GM Peloso, DJ Golden, K Gravel-Pucillo, D Rasooly, AR Horimoto, R Matty, L Gaziano, Y Liu, IA Smit, B Zdrazil, Y Tsepilov, L Costa, N Kosik, JE Huffman, GG Tartaglia, G Bini, G Proietti, H Ioannidis, F Hunter, G Hemani, AS Butterworth, E Di Angelantonio, C Langenberg, M Ghoussaini, AR Leach, KP Liao, S Damrauer, LE Selva, S Whitbourne, PS Tsao, J Moser, T Gaunt, T Cai, JC Whittaker, MV Program, JP Casas, S Muralidhar, JM Gaziano, K Cho, AC Pereira
DOI: 10.1101/2025.02.10.25321487
Human genetics suggests differing causal pathways from HMGCR inhibition to coronary artery disease and type 2 diabetes
Authors: S Hwang, V Karhunen, A Patel, S Lockhart, P Carter, J Whittaker, S Burgess
DOI: 10.1101/2025.02.10.25321990
Author Correction: New genetic signals for lung function highlight pathways and chronic obstructive pulmonary disease associations across multiple ancestries.
Authors: N Shrine, AL Guyatt, AM Erzurumluoglu, VE Jackson, BD Hobbs, CA Melbourne, C Batini, KA Fawcett, K Song, P Sakornsakolpat, X Li, R Boxall, NF Reeve, M Obeidat, JH Zhao, M Wielscher, Understanding Society Scientific Group, S Weiss, KA Kentistou, JP Cook, BB Sun, J Zhou, J Hui, S Karrasch, M Imboden, SE Harris, J Marten, S Enroth, SM Kerr, I Surakka, V Vitart, T Lehtimäki, RJ Allen, PS Bakke, TH Beaty, ER Bleecker, Y Bossé, C-A Brandsma, Z Chen, JD Crapo, J Danesh, DL DeMeo, F Dudbridge, R Ewert, C Gieger, A Gulsvik, AL Hansell, K Hao, JD Hoffman, JE Hokanson, G Homuth, PK Joshi, P Joubert, C Langenberg, X Li, L Li, K Lin, L Lind, N Locantore, J Luan, A Mahajan, JC Maranville, A Murray, DC Nickle, R Packer, MM Parker, ML Paynton, DJ Porteous, D Prokopenko, D Qiao, R Rawal, H Runz, I Sayers, DD Sin, BH Smith, MS Artigas, D Sparrow, R Tal-Singer, PRHJ Timmers, M Van den Berge, JC Whittaker, PG Woodruff, LM Yerges-Armstrong, OG Troyanskaya, OT Raitakari, M Kähönen, O Polašek, U Gyllensten, I Rudan, IJ Deary, NM Probst-Hensch, H Schulz, AL James, JF Wilson, B Stubbe, E Zeggini, M-R Jarvelin, N Wareham, EK Silverman, C Hayward, AP Morris, AS Butterworth, RA Scott, RG Walters, DA Meyers, MH Cho, DP Strachan, IP Hall, MD Tobin, LV Wain
Journal: Nat Genet
DOI: 10.1038/s41588-024-01752-4
A frequentist test of proportional colocalization after selecting relevant genetic variants
Authors: A Patel, JC Whittaker, S Burgess
Published:
DOI: 10.48550/arxiv.2402.12171