Author Correction: Discovery of drug–omics associations in type 2 diabetes with generative deep-learning models

Rosa Lundbye Allesøe; Agnete Troen Lundgaard; Ricardo Hernández Medina; Alejandro Aguayo-Orozco; Joachim Johansen; Jakob Nybo Nissen; Caroline Brorsson; Gianluca Mazzoni; Lili Niu; Jorge Hernansanz Biel; Cristina Leal Rodríguez; Valentas Brasas; Henry Webel; Michael Eriksen Benros; Anders Gorm Pedersen; Piotr Jaroslaw Chmura; Ulrik Plesner Jacobsen; Andrea Mari; Robert Koivula; Anubha Mahajan; Ana Vinuela; Juan Fernandez Tajes; Sapna Sharma; Mark Haid; Mun-Gwan Hong; Petra B Musholt; Federico De Masi; Josef Vogt; Helle Krogh Pedersen; Valborg Gudmundsdottir; Angus Jones; Gwen Kennedy; Jimmy Bell; E Louise Thomas; Gary Frost; Henrik Thomsen; Elizaveta Hansen; Tue Haldor Hansen; Henrik Vestergaard; Mirthe Muilwijk; Marieke T Blom; Leen M ‘t Hart; Francois Pattou; Violeta Raverdy; Soren Brage; Tarja Kokkola; Alison Heggie; Donna McEvoy; Miranda Mourby; Jane Kaye; Andrew Hattersley; Timothy McDonald; Martin Ridderstråle; Mark Walker; Ian Forgie; Giuseppe N Giordano; Imre Pavo; Hartmut Ruetten; Oluf Pedersen; Torben Hansen; Emmanouil Dermitzakis; Paul W Franks; Jochen M Schwenk; Jerzy Adamski; Mark I McCarthy; Ewan Pearson; Karina Banasik; Simon Rasmussen; Søren Brunak; IMI DIRECT Consortium

doi:10.1038/s41587-023-01805-9

. 2023 May 2;41(7):1026. doi: 10.1038/s41587-023-01805-9

Author Correction: Discovery of drug–omics associations in type 2 diabetes with generative deep-learning models

Rosa Lundbye Allesøe ^1,^2,³, Agnete Troen Lundgaard ^1,², Ricardo Hernández Medina ¹, Alejandro Aguayo-Orozco ^1,², Joachim Johansen ^1,², Jakob Nybo Nissen ¹, Caroline Brorsson ^1,², Gianluca Mazzoni ^1,², Lili Niu ¹, Jorge Hernansanz Biel ^1,², Cristina Leal Rodríguez ¹, Valentas Brasas ¹, Henry Webel ¹, Michael Eriksen Benros ^3,⁴, Anders Gorm Pedersen ², Piotr Jaroslaw Chmura ^1,², Ulrik Plesner Jacobsen ^1,², Andrea Mari ⁵, Robert Koivula ⁶, Anubha Mahajan ⁶, Ana Vinuela ^7,⁸, Juan Fernandez Tajes ⁶, Sapna Sharma ^9,^10,¹¹, Mark Haid ¹², Mun-Gwan Hong ¹³, Petra B Musholt ¹⁴, Federico De Masi ^1,², Josef Vogt ¹⁵, Helle Krogh Pedersen ^2,¹⁵, Valborg Gudmundsdottir ^1,², Angus Jones ¹⁶, Gwen Kennedy ¹⁷, Jimmy Bell ¹⁸, E Louise Thomas ¹⁸, Gary Frost ¹⁹, Henrik Thomsen ²⁰, Elizaveta Hansen ²⁰, Tue Haldor Hansen ¹⁵, Henrik Vestergaard ¹⁵, Mirthe Muilwijk ²¹, Marieke T Blom ²², Leen M ‘t Hart ^21,^23,²⁴, Francois Pattou ²⁵, Violeta Raverdy ²⁵, Soren Brage ²⁶, Tarja Kokkola ²⁷, Alison Heggie ²⁸, Donna McEvoy ²⁹, Miranda Mourby ³⁰, Jane Kaye ³⁰, Andrew Hattersley ¹⁶, Timothy McDonald ¹⁶, Martin Ridderstråle ³¹, Mark Walker ³², Ian Forgie ³³, Giuseppe N Giordano ³⁴, Imre Pavo ³⁵, Hartmut Ruetten ¹⁴, Oluf Pedersen ¹⁵, Torben Hansen ¹⁵, Emmanouil Dermitzakis ⁷, Paul W Franks ^31,^36,³⁷, Jochen M Schwenk ¹³, Jerzy Adamski ^38,^39,⁴⁰, Mark I McCarthy ^6,^41,⁴², Ewan Pearson ³³, Karina Banasik ^1,², Simon Rasmussen ^1,^✉, Søren Brunak ^1,^2,^✉; IMI DIRECT Consortium

¹Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark

²Department of Health Technology, Technical University of Denmark, Kongens Lyngby, Denmark

³Copenhagen Research Centre for Mental Health, Mental Health Centre Copenhagen, Copenhagen University Hospital, Copenhagen, Denmark

⁴Department of Immunology and Microbiology, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark

⁵C.N.R. Institute of Neuroscience, Padova, Italy

⁶Wellcome Centre for Human Genetics, University of Oxford, Oxford, UK

⁷Department of Genetic Medicine and Development, University of Geneva Medical School, Geneva, Switzerland

⁸Biosciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle, UK

⁹Research Unit of Molecular Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Bavaria Germany

¹⁰Institute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Bavaria Germany

¹¹Chair of Food Chemistry and Molecular and Sensory Science, Technical University of Munich, Freising, Germany

¹²Metabolomics and Proteomics Core, Helmholtz Zentrum Muenchen, German Research Center for Environmental Health, Neuherberg, Germany

¹³Affinity Proteomics, Science for Life Laboratory, School of Engineering Sciences in Chemistry, Biotechnology and Health, KTH Royal Institute of Technology, Solna, Sweden

¹⁴Research and Development Global Development, Translational Medicine and Clinical Pharmacology, Sanofi-Aventis Deutschland, Frankfurt, Germany

¹⁵Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark

¹⁶University of Exeter Medical School, Exeter, UK

¹⁷The Immunoassay Biomarker Core Laboratory, School of Medicine, University of Dundee, Dundee, UK

¹⁸Research Centre for Optimal Health, Department of Life Sciences, University of Westminster, London, UK

¹⁹Section for Nutrition Research, Faculty of Medicine, Imperial College London, London, UK

²⁰Department of Radiology, Copenhagen University Hospital Herlev-Gentofte, Herlev, Denmark

²¹Department of Epidemiology and Data Science, Amsterdam Public Health Research Institute, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands

²²Department of General Practice, Amsterdam Public Health Research Institute, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands

²³Department of Biomedical Data Science, Section Molecular Epidemiology, Leiden University Medical Center, Leiden, the Netherlands

²⁴Department of Cell and Chemical Biology, Leiden University Medical Center, Leiden, the Netherlands

²⁵Inserm, Univ Lille, CHU Lille, Lille Pasteur Institute, EGID, Lille, France

²⁶MRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Cambridge, UK

²⁷Department of Medicine, University of Eastern Finland, Kuopio, Finland

²⁸Institute of Cellular Medicine, Newcastle University, Newcastle, UK

²⁹Diabetes Research Network, Royal Victoria Infirmary, Newcastle, UK

³⁰Centre for Health, Law and Emerging Technologies (HeLEX), Faculty of Law, University of Oxford, Oxford, UK

³¹Lund University Diabetes Centre, Department of Clinical Sciences, Lund University, Malmö, Sweden

³²Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle, UK

³³Division of Population Health & Genomics, School of Medicine, University of Dundee, Dundee, UK

³⁴Genetic and Molecular Epidemiology Unit, Lund University Diabetes Centre, Department of Clinical Sciences, CRC, Lund University, SUS, Malmö, Sweden

³⁵Eli Lilly Regional Operations, Vienna, Austria

³⁶Harvard T.H. Chan School of Public Health, Boston, MA USA

³⁷OCDEM, Radcliffe Department of Medicine, University of Oxford, Oxford, UK

³⁸Institute of Experimental Genetics, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany

³⁹Department of Biochemistry, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore

⁴⁰Institute of Biochemistry, Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia

⁴¹Oxford Centre for Diabetes, Endocrinology and Metabolism, University of Oxford, Oxford, UK

⁴²Present Address: Genentech, South San Francisco, CA USA

⁴³Department of Metabolism, Digestion and Reproduction, Imperial College London, London, UK

⁴⁴Biophysics Institute (IBF-CNR), National Research Council of Italy, Milan, Italy

⁴⁵Department of Biosciences, University of Milan, Milan, Italy

⁴⁶Biotech & Biomarkers Research Department, Institut de Recherches Internationales Servier, Croissy sur Seine, France

⁴⁷Blood Sciences, Royal Devon and Exeter NHS Foundation Trust, Exeter, UK

⁴⁸Boehringer Ingelheim International, Therapeutic Area CardioMetabolism and Respiratory Medicine, Ingelheim am Rhein, Germany

⁴⁹Boehringer Ingelheim International, Therapeutic Area CNS, Retinopathies and Emerging Areas, Ingelheim am Rhein, Germany

⁵⁰Boehringer Ingelheim International, Medicine Cardiometabolism and Respiratory, Biberach an der Riss, Germany

⁵¹Boehringer Ingelheim International, Translational Medicine & Clinical Pharmacology, Biberach an der Riss, Germany

⁵²Centre for Mathematics and Algorithms for Data, University of Bath, Bath, UK

⁵³Clinical Operations, Sanofi-Aventis Deutschland, Frankfurt, Germany

⁵⁴Clinical Pharmacy, Saarland University, Saarbrücken, Germany

⁵⁵Clinical Research Centre, Ninewells Hospital and Medical School, University of Dundee, Dundee, Scotland UK

⁵⁶Department of Mathematical Sciences, University of Bath, Bath, UK

⁵⁷Digital and Data Sciences, Sanofi-Aventis Deutschland, Frankfurt, Germany

⁵⁸Eli Lilly and Company, Indianapolis, IN USA

⁵⁹Institute for Epidemiology and Medical Biometry, ZIBMT, University of Ulm, Ulm, Germany

⁶⁰Institute of Biomedicine, Bioinformatics Center, University of Eastern Finland, Kuopio, Finland

⁶¹Institute of Clinical Medicine, Internal Medicine, University of Eastern Finland, Kuopio, Finland

⁶²German Center for Diabetes Research, München-Neuherberg, Germany

⁶³Lilly Deutschland, Bad Homburg, Germany

⁶⁴Medizinische Universitätsklinik Tübingen, Eberhard Karls Universität Tübingen, Tübingen, Germany

⁶⁵NIHR Exeter Clinical Research Facility, University of Exeter Medical School, Exeter, UK

⁶⁶Regulatory Genomics and Diabetes, Centre for Genomic Regulation, CIBERDEM, Barcelona, Spain

⁶⁷Strategy and Innovation, Sanofi-Aventis Deutschland, Frankfurt, Germany

⁶⁸Systems Biology, Science for Life Laboratory, School of Engineering Sciences in Chemistry, Biotechnology and Health, KTH Royal Institute of Technology, Solna, Sweden

⁶⁹TMED, Sanofi-Aventis Deutschland, Frankfurt, Germany

⁷⁰Translational and Clinical Research, Metabolism Innovation Pole, Institut de Recherches Internationales Servier, Suresnes Cedex, France

^✉

Corresponding author.

PMCID: PMC10344774 PMID: 37130959

Correction to: Nature Biotechnology 10.1038/s41587-022-01520-x. Published online 2 January 2023.

In the version of this article initially published, Cristina Leal Rodríguez (Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark) was omitted from the author list. The error has been corrected in the HTML and PDF versions of the article.

Contributor Information

Simon Rasmussen, Email: simon.rasmussen@cpr.ku.dk.

Søren Brunak, Email: soren.brunak@cpr.ku.dk.

IMI DIRECT Consortium:

Philippe Froguel, Cecilia Engel Thomas, Ragna Haussler, Joline Beulens, Femke Rutters, Giel Nijpels, Sabine van Oort, Lenka Groeneveld, Petra Elders, Toni Giorgino, Marianne Rodriquez, Rachel Nice, Mandy Perry, Susanna Bianzano, Ulrike Graefe-Mody, Anita Hennige, Rolf Grempler, Patrick Baum, Hans-Henrik Stærfeldt, Nisha Shah, Harriet Teare, Beate Ehrhardt, Joachim Tillner, Christiane Dings, Thorsten Lehr, Nina Scherer, Iryna Sihinevich, Louise Cabrelli, Heather Loftus, Roberto Bizzotto, Andrea Tura, Koen Dekkers, Nienke van Leeuwen, Leif Groop, Roderick Slieker, Anna Ramisch, Christopher Jennison, Ian McVittie, Francesca Frau, Birgit Steckel-Hamann, Kofi Adragni, Melissa Thomas, Naeimeh Atabaki Pasdar, Hugo Fitipaldi, Azra Kurbasic, Pascal Mutie, Hugo Pomares-Millan, Amelie Bonnefond, Mickael Canouil, Robert Caiazzo, Helene Verkindt, Reinhard Holl, Teemu Kuulasmaa, Harshal Deshmukh, Henna Cederberg, Markku Laakso, Jagadish Vangipurapu, Matilda Dale, Barbara Thorand, Claudia Nicolay, Andreas Fritsche, Anita Hill, Michelle Hudson, Claire Thorne, Kristine Allin, Manimozhiyan Arumugam, Anna Jonsson, Line Engelbrechtsen, Annemette Forman, Avirup Dutta, Nadja Sondertoft, Yong Fan, Stephen Gough, Neil Robertson, Nicky McRobert, Agata Wesolowska-Andersen, Andrew Brown, David Davtian, Adem Dawed, Louise Donnelly, Colin Palmer, Margaret White, Jorge Ferrer, Brandon Whitcher, Anna Artati, Cornelia Prehn, Jonathan Adam, Harald Grallert, Ramneek Gupta, Peter Wad Sackett, Birgitte Nilsson, Konstantinos Tsirigos, Rebeca Eriksen, Bernd Jablonka, Mathias Uhlen, Johann Gassenhuber, Tania Baltauss, Nathalie de Preville, Maria Klintenberg, and Moustafa Abdalla

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Author Correction: Discovery of drug–omics associations in type 2 diabetes with generative deep-learning models

Rosa Lundbye Allesøe

Agnete Troen Lundgaard

Ricardo Hernández Medina

Alejandro Aguayo-Orozco

Joachim Johansen

Jakob Nybo Nissen

Caroline Brorsson

Gianluca Mazzoni

Lili Niu

Jorge Hernansanz Biel

Cristina Leal Rodríguez

Valentas Brasas

Henry Webel

Michael Eriksen Benros

Anders Gorm Pedersen

Piotr Jaroslaw Chmura

Ulrik Plesner Jacobsen

Andrea Mari

Robert Koivula

Anubha Mahajan

Ana Vinuela

Juan Fernandez Tajes

Sapna Sharma

Mark Haid

Mun-Gwan Hong

Petra B Musholt

Federico De Masi

Josef Vogt

Helle Krogh Pedersen

Valborg Gudmundsdottir

Angus Jones

Gwen Kennedy

Jimmy Bell

E Louise Thomas

Gary Frost

Henrik Thomsen

Elizaveta Hansen

Tue Haldor Hansen

Henrik Vestergaard

Mirthe Muilwijk

Marieke T Blom

Leen M ‘t Hart

Francois Pattou

Violeta Raverdy

Soren Brage

Tarja Kokkola

Alison Heggie

Donna McEvoy

Miranda Mourby

Jane Kaye

Andrew Hattersley

Timothy McDonald

Martin Ridderstråle

Mark Walker

Ian Forgie

Giuseppe N Giordano

Imre Pavo

Hartmut Ruetten

Oluf Pedersen

Torben Hansen

Emmanouil Dermitzakis

Paul W Franks

Jochen M Schwenk

Jerzy Adamski

Mark I McCarthy

Ewan Pearson

Karina Banasik

Simon Rasmussen

Søren Brunak

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