4.7 Article

Genome-wide Study Identifies Association between HLA-B*55:01 and Self-Reported Penicillin Allergy

Journal

AMERICAN JOURNAL OF HUMAN GENETICS
Volume 107, Issue 4, Pages 612-621

Publisher

CELL PRESS
DOI: 10.1016/j.ajhg.2020.08.008

Keywords

-

Funding

  1. Estonian Research Council [PRG184, PRG687, IUT20-60, IUT24-6]
  2. Oak Foundation
  3. National Center for Advancing Translational Science grant [2UL1 TR000445-06]
  4. Rhodes Trust
  5. Medical Sciences Doctoral Training Centre, University of Oxford
  6. Nuffield Department of Clinical Medicine, University of Oxford
  7. Li Ka Shing Foundation
  8. WT-SSI/John Fell funds
  9. NIHR Biomedical Research Centre, Oxford
  10. NIH [P50GM115305, R01HG010863, R01AI152183, R21AI139021, U01AI154659, 5P50HD028138-27]
  11. BHF Intermediate Clinical Research Fellowship [FS/18/23/33512]
  12. Health Data Research UK
  13. NIHR Oxford Biomedical Research Centre
  14. Wellcome Trust Core Award [203141/Z/16/Z]
  15. National Health and Medical Research Council of Australia
  16. Clarendon Fund
  17. Oxford Medical Research Council Doctoral Training Partnership
  18. Widenlife

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Hypersensitivity reactions to drugs are often unpredictable and can be life threatening, underscoring a need for understanding their underlying mechanisms and risk factors. The extent to which germline genetic variation influences the risk of commonly reported drug allergies such as penicillin allergy remains largely unknown. We extracted data from the electronic health records of more than 600,000 participants from the UK, Estonian, and Vanderbilt University Medical Center's BioVU biobanks to study the role of genetic variation in the occurrence of self-reported penicillin hypersensitivity reactions. We used imputed SNP to HLA typing data from these cohorts to further fine map the human leukocyte antigen (HLA) association and replicated our results in 23andMe's research cohort involving a total of 1.12 million individuals. Genome-wide meta-analysis of penicillin allergy revealed two loci, including one located in the HLA region on chromosome 6. This signal was further fine-mapped to the HLA-B*55:01 allele (OR 1.41 95% CI 1.33-1.49, p value 2.04 x 10(-31)) and confirmed by independent replication in 23andMe's research cohort (OR 1.30 95% CI 1.25-1.34, p value 1.00 x 10(-47)). The lead SNP was also associated with lower lymphocyte counts and in silico follow-up suggests a potential effect on T-lymphocytes at HLA-B*55:01. We also observed a significant hit in PTPN22 and the GWAS results correlated with the genetics of rheumatoid arthritis and psoriasis. We present robust evidence for the role of an allele of the major histocompatibility complex (MHC) I gene HLA-B in the occurrence of penicillin allergy.

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Haworth, Jing He, Nancy Heard-Costa, Prashantha Hebbar, George Hindy, Yuk-Lam A. Ho, Edith Hofer, Elizabeth Holliday, Katrin Horn, Whitney E. Hornsby, Jouke-Jan Hottenga, Hongyan Huang, Jie Huang, Alicia Huerta-Chagoya, Jennifer E. Huffman, Yi-Jen Hung, Shaofeng Huo, Mi Yeong Hwang, Hiroyuki Iha, Daisuke D. Ikeda, Masato Isono, Anne U. Jackson, Susanne Jager, Iris E. Jansen, Ingegerd Johansson, Jost B. Jonas, Anna Jonsson, Torben Jorgensen, Ioanna-Panagiota Kalafati, Masahiro Kanai, Stavroula Kanoni, Line L. Karhus, Anuradhani Kasturiratne, Tomohiro Katsuya, Takahisa Kawaguchi, Rachel L. Kember, Katherine A. Kentistou, Han-Na Kim, Young Jin Kim, Marcus E. Kleber, Maria J. Knol, Azra Kurbasic, Marie Lauzon, Phuong Le, Rodney Lea, Jong-Young Lee, Hampton L. Leonard, Shengchao A. Li, Xiaohui Li, Xiaoyin Li, Jingjing Liang, Honghuang Lin, Shih-Yi Lin, Jun Liu, Xueping Liu, Ken Sin Lo, Jirong Long, Laura Lores-Motta, Jian'an Luan, Valeriya Lyssenko, Leo-Pekka Lyytikainen, Anubha Mahajan, Vasiliki Mamakou, Massimo Mangino, Ani Manichaikul, Jonathan Marten, Manuel Mattheisen, Laven Mavarani, Aaron F. McDaid, Karina Meidtner, Tori L. Melendez, Josep M. Mercader, Yuri Milaneschi, Jason E. Miller, Iona Y. Millwood, Pashupati P. Mishra, Ruth E. Mitchell, Line T. Mollehave, Anna Morgan, Soeren Mucha, Matthias Munz, Masahiro Nakatochi, Christopher P. Nelson, Maria Nethander, Chu Won Nho, Aneta A. Nielsen, Ilja M. Nolte, Suraj S. Nongmaithem, Raymond Noordam, Ioanna Ntalla, Teresa Nutile, Anita Pandit, Paraskevi Christofidou, Katri Parna, Marc Pauper, Eva R. B. Petersen, Liselotte Petersen, Niina Pitkanen, Ozren Polasek, Alaitz Poveda, Michael H. Preuss, Saiju Pyarajan, Laura M. Raffield, Hiromi Rakugi, Julia Ramirez, Asif Rasheed, Dennis Raven, Nigel W. Rayner, Carlos Riveros, Rebecca Rohde, Daniela Ruggiero, Sanni E. Ruotsalainen, Kathleen A. Ryan, Maria Sabater-Lleal, Richa Saxena, Markus Scholz, Anoop Sendamarai, Botong Shen, Jingchunzi Shi, Jae Hun Shin, Carlo Sidore, Colleen M. Sitlani, Roderic K. C. Slieker, Roelof A. J. Smit, Albert Smith, Jennifer A. Smith, Laura J. Smyth, Lorrain E. Southam, Valgerdur Steinthorsdottir, Liang Sun, Fumihiko Takeuchi, Divyasripriyanka Tallapragada, Kent D. Taylor, Bamidele O. Tayo, Catherine Tcheandjieu, Natalie Terzikhan, Paola Tesolin, Alexander Teumer, Elizabeth Theusch, Deborah J. Thompson, Gudmar Thorleifsson, Paul R. H. J. Timmers, Stella Trompet, Constance Turman, Simona Vaccargiu, Sander W. van der Laan, Peter J. van der Most, Jan B. van Klinken, Jessica van Setten, Shefali S. Verma, Niek Verweij, Yogasudha Veturi, Carol A. Wang, Chaolong Wang, Lihua Wang, Zhe Wang, Helen R. Warren, Wen Bin Wei, Ananda R. Wickremasinghe, Matthias Wielscher, Kerri L. Wiggins, Bendik S. Winsvold, Andrew Wong, Yang Wu, Matthias Wuttke, Rui Xia, Tian Xie, Ken Yamamoto, Jingyun Yang, Jie Yao, Hannah Young, Noha A. Yousri, Lei Yu, Lingyao Zeng, Weihua Zhang, Xinyuan Zhang, Jing-Hua Zhao, Wei Zhao, Wei Zhou, Martina E. Zimmermann, Magdalena Zoledziewska, Linda S. Adair, Hieab H. H. Adams, Carlos A. Aguilar-Salinas, Fahd Al-Mulla, Donna K. Arnett, Folkert W. Asselbergs, Bjorn Olav Asvold, John Attia, Bernhard Banas, Stefania Bandinelli, David A. Bennett, Tobias Bergler, Dwaipayan Bharadwaj, Ginevra Biino, Hans Bisgaard, Eric Boerwinkle, Carsten A. Boger, Klaus Bonnelykke, Dorret Boomsma, Anders D. Borglum, Judith B. Borja, Claude Bouchard, Donald W. Bowden, Ivan Brandslund, Ben Brumpton, Julie E. Buring, Mark J. Caulfield, John C. Chambers, Giriraj R. Chandak, Stephen J. Chanock, Nish Chaturvedi, Yii-Der Ida Chen, Zhengming Chen, Ching-Yu Cheng, Ingrid E. Christophersen, Marina Ciullo, John W. Cole, Francis S. Collins, Richard S. Cooper, Miguel Cruz, Francesco Cucca, L. Adrienne Cupples, Michael J. Cutler, Scott M. Damrauer, Thomas M. Dantoft, Gert J. de Borst, Lisette C. P. G. M. de Groot, Philip L. De Jager, Dominique P. de Kleijn, H. Janaka de Silva, George Dedoussis, Anneke den Hollander, Shufa Du, Douglas F. Easton, Petra J. M. Elders, A. Heather Eliassen, Patrick T. Ellinor, Solve Elmstahl, Jeanette Erdmann, Michele K. Evans, Diane Fatkin, Bjarke Feenstra, Mary F. Feitosa, Luigi Ferrucci, Ian Ford, Myriam Fornage, Andre Franke, Paul W. Franks, Barry Freedman, Paolo Gasparini, Christian Gieger, Giorgia Girotto, Michael E. Goddard, Yvonne M. Golightly, Clicerio Gonzalez-Villalpando, Penny Gordon-Larsen, Harald Grallert, Struan F. A. Grant, Niels Grarup, Lyn Griffiths, Vilmundur Gudnason, Christopher Haiman, Hakon Hakonarson, Torben Hansen, Catharina A. Hartman, Andrew T. Hattersley, Caroline Hayward, Susan R. Heckbert, Chew-Kiat Heng, Christian Hengstenberg, Alex W. Hewitt, Haretsugu Hishigaki, Carel B. Hoyng, Paul L. Huang, Wei Huang, Steven C. Hunt, Kristian Hveem, Elina Hypponen, William G. Iacono, Sahoko Ichihara, M. Arfan Ikram, Carmen R. Isasi, Rebecca D. Jackson, Marjo-Riitta Jarvelin, Zi-Bing Jin, Karl-Heinz Jockel, Peter K. Joshi, Pekka Jousilahti, J. Wouter Jukema, Mika Kahonen, Yoichiro Kamatani, Kui Dong Kang, Jaakko Kaprio, Sharon L. R. Kardia, Fredrik Karpe, Norihiro Kato, Frank Kee, Thorsten Kessler, Amit Khera, Chiea Chuen Khor, Lambertus A. L. M. Kiemeney, Bong-Jo Kim, Eung Kweon Kim, Hyung-Lae Kim, Paulus Kirchhof, Mika Kivimaki, Woon-Puay Koh, Heikki A. Koistinen, Genovefa D. Kolovou, Jaspal S. Kooner, Charles Kooperberg, Anna Kottgen, Peter Kovacs, Adriaan Kraaijeveld, Peter Kraft, Ronald M. Krauss, Meena Kumari, Zoltan Kutalik, Markku Laakso, Leslie A. Lange, Claudia Langenberg, Lenore J. Launer, Loic Le Marchand, Hyejin Lee, Nanette R. Lee, Terho Lehtimaki, Huaixing Li, Liming Li, Wolfgang Lieb, Xu Lin, Lars Lind, Allan Linneberg, Ching-Ti Liu, Jianjun Liu, Markus Loeffler, Barry London, Steven A. Lubitz, Stephen J. Lye, David A. Mackey, Reedik Magi, Patrik K. E. Magnusson, Gregory M. Marcus, Pedro Marques Vidal, Nicholas G. Martin, Winfried Marz, Fumihiko Matsuda, Robert W. McGarrah, Matt McGue, Amy Jayne McKnight, Sarah E. Medland, Dan Mellstrom, Andres Metspalu, Braxton D. Mitchell, Paul Mitchell, Dennis O. Mook-Kanamori, Andrew D. Morris, Lorelei A. Mucci, Patricia B. Munroe, Mike A. Nalls, Saman Nazarian, Amanda E. Nelson, Matt J. Neville, Christopher Newton-Cheh, Christopher S. Nielsen, Markus M. Nothen, Claes Ohlsson, Albertine J. Oldehinkel, Lorena Orozco, Katja Pahkala, Paivi Pajukanta, Colin N. A. Palmer, Esteban J. Parra, Cristian Pattaro, Oluf Pedersen, Craig E. Pennell, Brenda W. J. H. Penninx, Louis Perusse, Annette Peters, Patricia A. Peyser, David J. Porteous, Danielle Posthuma, Chris Power, Peter P. Pramstaller, Michael A. Province, Qibin Qi, Jia Qu, Daniel J. Rader, Olli T. Raitakari, Sarju Ralhan, Loukianos S. Rallidis, Dabeeru C. Rao, Susan Redline, Dermot F. Reilly, Alexander P. Reiner, Sang Youl Rhee, Paul M. Ridker, Michiel Rienstra, Samuli Ripatti, Marylyn D. Ritchie, Dan M. Roden, Frits R. Rosendaal, Jerome Rotter, Igor Rudan, Femke Rutters, Charumathi Sabanayagam, Danish Saleheen, Veikko Salomaa, Nilesh J. Samani, Dharambir K. Sanghera, Naveed Sattar, Borge Schmidt, Helena Schmidt, Reinhold Schmidt, Matthias B. Schulze, Heribert Schunkert, Laura J. Scott, Rodney J. Scott, Peter Sever, Eric J. Shiroma, M. Benjamin Shoemaker, Xiao-Ou Shu, Eleanor M. Simonsick, Mario Sims, Jai Rup Singh, Andrew B. Singleton, Moritz F. Sinner, J. Gustav Smith, Harold Snieder, Tim D. Spector, Meir J. Stampfer, Klaus J. Stark, David P. Strachan, Leen M. t' Hart, Yasuharu Tabara, Hua Tang, Jean-Claude Tardif, Thangavel A. Thanaraj, Nicholas J. Timpson, Anke Tonjes, Angelo Tremblay, Tiinamaija Tuomi, Jaakko Tuomilehto, Maria-Teresa Tusie-Luna, Andre G. Uitterlinden, Rob M. van Dam, Pim van der Harst, Nathalie Van der Velde, Cornelia M. van Duijn, Natasja M. van Schoor, Veronique Vitart, Uwe Volker, Peter Vollenweider, Henry Volzke, Niels H. Wacher-Rodarte, Mark Walker, Ya Xing Wang, Nicholas J. Wareham, Richard M. Watanabe, Hugh Watkins, David R. Weir, Thomas M. Werge, Elisabeth Widen, Lynne R. Wilkens, Gonneke Willemsen, Walter C. Willett, James F. Wilson, Tien-Yin Wong, Jeong-Taek Woo, Alan F. Wright, Jer-Yuarn Wu, Huichun Xu, Chittaranjan S. Yajnik, Mitsuhiro Yokota, Jian-Min Yuan, Eleftheria Zeggini, Babette S. Zemel, Wei Zheng, Xiaofeng Zhu, Joseph M. Zmuda, Alan B. Zonderman, John-Anker Zwart, Daniel Chasman, Yoon Shin Cho, Iris M. Heid, Mark McCarthy, Maggie C. Y. Ng, Christopher J. O'Donnell, Fernando Rivadeneira, Unnur Thorsteinsdottir, Yan Sun, E. Shyong Tai, Michael Boehnke, Panos Deloukas, Anne E. Justice, Cecilia M. Lindgren, Ruth J. F. Loos, Karen L. Mohlke, Kari E. North, Kari Stefansson, Robin G. Walters, Thomas W. Winkler, Kristin L. Young, Po-Ru Loh, Jian Yang, Tonu Esko, Themistocles L. Assimes, Adam Auton, Goncalo R. Abecasis, Cristen J. Willer, Adam E. Locke, Sonja Berndt, Guillaume Lettre, Timothy M. Frayling, Yukinori Okada, Andrew R. Wood, Peter M. Visscher, Joel N. Hirschhorn

Summary: A large genome-wide association study of more than 5 million individuals reveals that 12,111 independent SNPs account for nearly all the heritability of height attributable to common genetic variants. These SNPs are clustered within non-overlapping genomic segments and the phenotypic variance explained varies across populations.

NATURE (2022)

Review Pharmacology & Pharmacy

Harnessing the Power of Electronic Health Records and Genomics for Drug Discovery

Kristi Krebs, Lili Milani

Summary: The recognition of the potential of human genetics studies to accelerate drug discovery has led to decades of research on leveraging genetic and phenotypic information. Various statistical methods, including genome- and phenome-wide analyses, colocalization analyses, and Mendelian randomization, have been established as essential tools for drug development. Genomic data provide opportunities for identifying new drug targets, repurposing drugs, and conducting drug safety analyses. The increase in biobanks linking omics data with phenotypic traits via electronic health records will further expand the evaluation and validation of drug targets in clinical research.

ANNUAL REVIEW OF PHARMACOLOGY AND TOXICOLOGY (2023)

Article Biochemistry & Molecular Biology

Genetic predictors of lifelong medication-use patterns in cardiometabolic diseases

Tuomo Kiiskinen, Pyry Helkkula, Kristi Krebs, Juha Karjalainen, Elmo Saarentaus, Nina Mars, Arto Lehisto, Wei Zhou, Mattia Cordioli, Sakari Jukarainen, Joel T. Ramo, Juha Mehtonen, Kumar Veerapen, Markus Rasanen, Sanni Ruotsalainen, Mutaamba Maasha, Teemu Niiranen, Tiinamaija Tuomi, Veikko Salomaa, Mitja Kurki, Matti Pirinen, Aarno Palotie, Mark Daly, Andrea Ganna, Aki S. Havulinna, Lili Milani, Samuli Ripatti

Summary: A new analysis of large biobanks reveals genetic variants associated with changes in medication for cardiometabolic diseases and presents polygenic scores of medication-use behavior. The study used data from the Finnish nationwide drug purchase registry and performed genome-wide association analyses to identify loci associated with medication use in hyperlipidemia, hypertension, and type 2 diabetes. The findings demonstrate the potential for medication-based strategies to identify cardiometabolic risk loci and provide genome-wide tools for preventing cardiovascular diseases.

NATURE MEDICINE (2023)

Article Genetics & Heredity

Long-range regulatory effects of Neandertal DNA in modern humans

Danat Yermakovich, Vasili Pankratov, Urmo Vosa, Bayazit Yunusbayev, Andres Metspalu, Mari Nelis, Lili Milani, Reedik Magi, Tonu Esko, Michael Dannemann, Sohini Ramachandran

Summary: The interbreeding between modern humans and Neandertals has resulted in about 2% of the genomes of present-day non-Africans consisting of Neandertal DNA. This Neandertal DNA significantly affects the transcriptomic landscape and influences phenotypic variation in people today. Through analyzing cis-eQTL SNPs, we identified 60 transcription factors of Neandertal ancestry, which form a connected protein-protein interaction network and have predicted long-range regulatory effects.

GENETICS (2023)

Article Biochemistry & Molecular Biology

Deep integrative models for large-scale human genomics

Arnor Sigurdsson, Ioannis Louloudis, Karina Banasik, David Westergaard, Ole Winther, Ole Lund, Sisse Rye Ostrowski, Christian Erikstrup, Ole Birger Vesterager Pedersen, Mette Nyegaard, Soren Brunak, Bjarni J. Vilhjalmsson, Simon Rasmussen

Summary: We developed a deep learning framework for polygenic risk score (PRS) prediction that can handle large-scale genomics data, support multi-task learning, and automatically integrate clinical and biochemical data. The framework demonstrated competitive performance and improved predictions for complex genetic relationships and non-additive genetic effects and epistasis. The model also outperformed traditional linear PRS methods for Type 1 Diabetes.

NUCLEIC ACIDS RESEARCH (2023)

Article Genetics & Heredity

An LDLR missense variant poses high risk of familial hypercholesterolemia in 30% of Greenlanders and offers potential of early cardiovascular disease intervention

Emil Jorsboe, Mette K. Andersen, Line Skotte, Frederik F. Staeger, Nils J. Faergeman, Kristian Hanghoj, Cindy G. Santander, Ninna K. Senftleber, Lars J. Diaz, Maria Overvad, Ryan K. Waples, Frank Geller, Peter Bjerregaard, Mads Melbye, Christina V. L. Larsen, Bjarke Feenstra, Anders Koch, Marit E. Jorgensen, Niels Grarup, Ida Moltke, Anders Albrechtsen, Torben Hansen

Summary: The common Arctic-specific LDLR p.G137S variant is associated with increased risk of familial hypercholesterolemia (FH) and cardiovascular disease in Greenlanders, affecting up to 30% of the population.

HUMAN GENETICS AND GENOMICS ADVANCES (2022)

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