Should Studies of Diabetes Treatment Stratification Correct for Baseline HbA1c? by Angus G Jones, Mike Lonergan, William E Henley, Ewan R Pearson, Andrew T Hattersley, Beverley M Shields

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Clinical and pharmacogenomic predictors of survival in tamoxifen treated breast cancer female patients: a real-world study by Abdullah R. Al-Matrafi, Khaled F. Bedair, Sundararajan Srinivasan, Colin Palmer, Archie Campbell, Caroline Hayward, Ewan R. Pearson, Russell D. Petty

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Metabolic dysfunction-related liver disease as a risk factor for cancer by John F Dillon, Ewan R Pearson, Colin N A Palmer, Alasdair Taylor, Moneeza K Siddiqui, Philip Ambery, Javier Armisen, Benjamin G Challis, Carolina Haefliger, Alex S F Doney

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Deep-learning prediction of cardiovascular outcomes from routine retinal images in individuals with type 2 diabetes by Mohammad Ghouse Syed, Emanuele Trucco, Muthu R. K. Mookiah, Chim C. Lang, Rory J. McCrimmon, Colin N. A. Palmer, Ewan R. Pearson, Alex S. F. Doney, Ify R. Mordi

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The genetic association of the transcription factor NPAT with glycemic response to metformin involves regulation of fuel selection. by Changwei Chen, Jennifer R Gallagher, Jamie Tarlton, Lidy van Aalten, Susan E Bray, Michael L J Ashford, Rory J McCrimmon, Ewan R Pearson, Alison D McNeilly, Calum Sutherland

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Proteomic pathways across the ejection fraction spectrum in patients with heart failure and diabetes mellitus: an EXSCEL trial substudy by Anthony E. Peters, Maggie Nguyen, Jennifer B. Green, Ewan R Pearson, John B. Buse, Harald Sourij, Adrian F. Hernandez, Naveed Sattar, Rury R. Holman, Robert J. Mentz, Svati H. Shah

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Performance of fasting plasma glucose for community-based screening of undiagnosed diabetes and pre-diabetes in sub-Saharan Africa by Assefa Mulu Baye, Assefa Mulu Baye, Teferi Gedif Fenta, Suvi Karuranga, Ifeyinwa Dorothy Nnakenyi, Ekenechukwu Esther Young, Colin Palmer, Ewan R. Pearson, Ifeoma Isabella Ulasi, Ifeoma Isabella Ulasi, Adem Y. Dawed

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BMI-residualized data uncovers a cluster of people with type 2 diabetes and increased serum ferritin protected from cardiovascular disease by Laura Gallardo-Nuell, Jordi Blanch, Yenny Leal, Daniel E Coral, Talita Duarte-Salles, Giuseppe N. Giordano, Paul W. Franks, Ewan R. Pearson, Geltrude Mingrone, Carel W le Roux, Rafael Ramos, José Manuel Fernández-Real

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Predicting glycated hemoglobin levels in the non-diabetic general population: Development and validation of the DIRECT-DETECT prediction model - a DIRECT study. by Simone P Rauh, Martijn W Heymans, Anitra D M Koopman, Giel Nijpels, Coen D Stehouwer, Barbara Thorand, Wolfgang Rathmann, Christa Meisinger, Annette Peters, Tonia de Las Heras Gala, Charlotte Glümer, Oluf Pedersen, Henna Cederberg, Johanna Kuusisto, Markku Laakso, Ewan R Pearson, Paul W Franks, Femke Rutters, Jacqueline M Dekker

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Paradoxical lower serum triglyceride levels and higher type 2 diabetes mellitus susceptibility in obese individuals with the PNPLA3 148M variant. by Colin N A Palmer, Cristina Maglio, Carlo Pirazzi, Maria Antonella Burza, Martin Adiels, Lindsay Burch, Louise A Donnelly, Helen Colhoun, Alexander S Doney, John F Dillon, Ewan R Pearson, Mark McCarthy, Andrew T Hattersley, Tim Frayling, Andrew D Morris, Markku Peltonen, Per-Arne Svensson, Peter Jacobson, Jan Borén, Lars Sjöström, Lena M S Carlsson, Stefano Romeo

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Bayesian network imputation methods applied to multi-omics data identify putative causal relationships in a type 2 diabetes dataset containing incomplete data: An IMI DIRECT Study. by Richard Howey, Jonathan Adam, Jerzy Adamski, Natalie N Atabaki, Søren Brunak, Piotr Jaroslaw Chmura, Federico De Masi, Emmanouil T Dermitzakis, Juan J Fernandez-Tajes, Ian M Forgie, Paul W Franks, Giuseppe N Giordano, Mark Haid, Torben Hansen, Tue H Hansen, Peter P Harms, Andrew T Hattersley, Mun-Gwan Hong, Ulrik Plesner Jacobsen, Angus G Jones, Robert W Koivula, Tarja Kokkola, Anubha Mahajan, Andrea Mari, Mark I McCarthy, Timothy J McDonald, Petra B Musholt, Imre Pavo, Ewan R Pearson, Oluf Pedersen, Hartmut Ruetten, Femke Rutters, Jochen M Schwenk, Sapna Sharma, Leen M 't Hart, Henrik Vestergaard, Mark Walker, IMI DIRECT Consortium, Ana Viñuela, Heather J Cordell

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Predicting and elucidating the etiology of fatty liver disease: A machine learning modeling and validation study in the IMI DIRECT cohorts. by Naeimeh Atabaki-Pasdar, Mattias Ohlsson, Ana Viñuela, Francesca Frau, Hugo Pomares-Millan, Mark Haid, Angus G Jones, E Louise Thomas, Robert W Koivula, Azra Kurbasic, Pascal M Mutie, Hugo Fitipaldi, Juan Fernandez, Adem Y Dawed, Giuseppe N Giordano, Ian M Forgie, Timothy J McDonald, Femke Rutters, Henna Cederberg, Elizaveta Chabanova, Matilda Dale, Federico De Masi, Cecilia Engel Thomas, Kristine H Allin, Tue H Hansen, Alison Heggie, Mun-Gwan Hong, Petra J M Elders, Gwen Kennedy, Tarja Kokkola, Helle Krogh Pedersen, Anubha Mahajan, Donna McEvoy, Francois Pattou, Violeta Raverdy, Ragna S Häussler, Sapna Sharma, Henrik S Thomsen, Jagadish Vangipurapu, Henrik Vestergaard, Leen M 't Hart, Jerzy Adamski, Petra B Musholt, Soren Brage, Søren Brunak, Emmanouil Dermitzakis, Gary Frost, Torben Hansen, Markku Laakso, Oluf Pedersen, Martin Ridderstråle, Hartmut Ruetten, Andrew T Hattersley, Mark Walker, Joline W J Beulens, Andrea Mari, Jochen M Schwenk, Ramneek Gupta, Mark I McCarthy, Ewan R Pearson, Jimmy D Bell, Imre Pavo, Paul W Franks

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The influence of metformin treatment on the circulating proteomeResearch in context by Ben Connolly, Laura McCreight, Roderick C. Slieker, Khaled F. Bedair, Louise Donnelly, Juliette A. de Klerk, Joline W.J. Beulens, Petra J.M. Elders, Göran Bergström, Mun-Gwan Hong, Robert W. Koivula, Paul W. Franks, Jochen M. Schwenk, Anders Gummesson, Ewan R. Pearson, Leen M. ‘t Hart, Moustafa Abdalla, Jonathan Adam, Jerzy Adamski, Kofi Adragni, Rosa Lundbye L. Allesøe, Kristine H. Allin, Anna A. Artati, Manimozhiyan Arumugam, Naeimeh Atabaki Pasdar, Tania Baltauss, Karina Banasik, Anna Barnett, Patrick Baum, Jimmy D. Bell, Susanna Bianzano, Roberto Bizzotto, Amelie Bonnefond, Caroline Anna A. Brorsson, Andrew A. Brown, Søren Brunak, Louise Cabrelli, Robert Caiazzo, Henna Cederberg, Elizaveta Chabanova, Marc Clos-Garcia, Matilda Dale, David Davtian, Adem Y. Dawed, Federico De Masi, Nathalie de Preville, Koen F. Dekkers, Harshal A. Deshmukh, Christiane Dings, Avirup Dutta, Beate Ehrhardt, Line Engelbrechtsen, Rebeca Eriksen, Yong Fan, Juan Fernandez, Jorge Ferrer, Hugo Fitipaldi, Ian M. Forgie, Annemette Forman, Francesca Frau, Philippe Froguel, Gary Frost, Johann Gassenhuber, Giuseppe (Nick) N. Giordano, Toni Giorgino, Stephen Gough, Harald Grallert, Rolf Grempler, Lenka Groeneveld, Leif Groop, Valborg Gudmundsdóttir, Ramneek Gupta, Mark Haid, Torben Hansen, Tue H. Hansen, Andrew T. Hattersley, Ragna Haussler, Alison J. Heggie, Anita M. Hennige, Anita V. Hill, Reinhard W. Holl, Michelle Hudson, Bernd Jablonka, Ulrik Plesner Jacobsen, Christopher Jennison, Joachim Johansen, Angus G. Jones, Tugce Karaderi, Jane Kaye, Gwen Kennedy, Maria Klintenberg, Robert W. Koivula, Tarja Kokkola, Anitra D. Koopman, Azra Kurbasic, Teemu Kuulasmaa, Markku Laakso, Thorsten Lehr, Heather Loftus, Agnete Troen T. Lundgaard, Liwei Lyu, Anubha Mahajan, Andrea Mari, Gianluca Mazzoni, Mark I. McCarthy, Timothy J. McDonald, Donna McEvoy, Nicky McRobert, Ian McVittie, Miranda Mourby, Petra Musholt, Pascal Mutie, Rachel Nice, Claudia Nicolay, Giel Nijpels, Birgitte Nilsson, Colin N. Palmer, Francois Pattou, Imre Pavo, Helle K. Pedersen, Oluf Pedersen, Mandy H. Perry, Hugo Pomares-Millan, Cornelia P. Prehn, Anna Ramisch, Simon Rasmussen, Violeta Raverdi, Martin Ridderstråle, Neil Robertson, Marianne Rodriquez, Hartmut Ruetten, Femke Rutters, Peter Sackett, Nina Scherer, Nisha Shah, Sapna Sharma, Iryna Sihinevich, Nadja B. Sondertoft, Hans-Henrik Staerfeldt, Birgit Steckel-Hamann, Harriet Teare, Cecilia Engel E. Thomas, Elizabeth Louise L. Thomas, Melissa K. Thomas, Henrik S. Thomsen, Barbara Thorand, Claire E. Thorne, Joachim Tillner, Konstantinos D. Tsirigos, Andrea Tura, Mathias Uhlen, Sabine van Oort, Jagadish Vangipurapu, Helene Verkindt, Henrik Vestergaard, Ana Viñuela, Josef K. Vogt, Peter W. Wad Sackett, Mark Walker, Agata Wesolowska-Andersen, Brandon Whitcher, Margaret W. White, Alexander Efanov, Giuseppe N. Giordano, Gerard A. Bouland, Frédéric Burdet, Iulian Dragan, Andreas Festa, Michael K. Hansen, Dmitry Kuznetsov, Florence Mehl, Diana Marek, Imre Pavo, Kevin Duffin, Samreen K. Syed, Janice L. Shaw, Over Cabrera, Timothy J. Pullen, Bernard Thorens, Mark Ibberson, Guy A. Rutter

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