Literature DB >> 30090940

Association of Interleukin 6 Receptor Variant With Cardiovascular Disease Effects of Interleukin 6 Receptor Blocking Therapy: A Phenome-Wide Association Study.

Tianxi Cai1,2,3, Yichi Zhang1,2, Yuk-Lam Ho1, Nicholas Link1, Jiehuan Sun1,2, Jie Huang1, Tianrun A Cai1,3,4, Scott Damrauer5, Yuri Ahuja3, Jacqueline Honerlaw1, Jie Huang1, Lauren Costa1, Petra Schubert1, Chuan Hong2, David Gagnon1,6, Yan V Sun7, J Michael Gaziano1,3,4, Peter Wilson7,8, Kelly Cho1,3,4, Philip Tsao9,10, Christopher J O'Donnell1,3,11, Katherine P Liao1,3,4.   

Abstract

Importance: Electronic health record (EHR) biobanks containing clinical and genomic data on large numbers of individuals have great potential to inform drug discovery. Individuals with interleukin 6 receptor (IL6R) single-nucleotide polymorphisms (SNPs) who are not receiving IL6R blocking therapy have biomarker profiles similar to those treated with IL6R blockers. This gene-drug pair provides an example to test whether associations of IL6R SNPs with a broad range of phenotypes can inform which diseases may benefit from treatment with IL6R blockade. Objective: To determine whether screening for clinical associations with the IL6R SNP in a phenome-wide association study (PheWAS) using EHR biobank data can identify drug effects from IL6R clinical trials. Design, Setting, and Participants: Diagnosis codes and routine laboratory measurements were extracted from the VA Million Veteran Program (MVP); diagnosis codes were mapped to phenotype groups using published PheWAS methods. A PheWAS was performed by fitting logistic regression models for testing associations of the IL6R SNPs with 1342 phenotype groups and by fitting linear regression models for testing associations of the IL6R SNP with 26 routine laboratory measurements. Significance was reported using a false discovery rate of 0.05 or less. Findings were replicated in 2 independent cohorts using UK Biobank and Vanderbilt University Biobank data. The Million Veteran Program included 332 799 US veterans; the UK Biobank, 408 455 individuals from the general population of the United Kingdom; and the Vanderbilt University Biobank, 13 835 patients from a tertiary care center. Exposures: IL6R SNPs (rs2228145; rs4129267). Main Outcomes and Measures: Phenotypes defined by International Classification of Diseases, Ninth Revision codes.
Results: Of the 332 799 veterans included in the main cohort, 305 228 (91.7%) were men, and the mean (SD) age was 66.1 (13.6) years. The IL6R SNP was most strongly associated with a reduced risk of aortic aneurysm phenotypes (odds ratio, 0.87-0.90; 95% CI, 0.84-0.93) in the MVP. We observed known off-target effects of IL6R blockade from clinical trials (eg, higher hemoglobin level). The reduced risk for aortic aneurysms among those with the IL6R SNP in the MVP was replicated in the Vanderbilt University Biobank, and the reduced risk for coronary heart disease was replicated in the UK Biobank. Conclusions and Relevance: In this proof-of-concept study, we demonstrated application of the PheWAS using large EHR biobanks to inform drug effects. The findings of an association of the IL6R SNP with reduced risk for aortic aneurysms correspond with the newest indication for IL6R blockade, giant cell arteritis, of which a major complication is aortic aneurysm.

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Year:  2018        PMID: 30090940      PMCID: PMC6233652          DOI: 10.1001/jamacardio.2018.2287

Source DB:  PubMed          Journal:  JAMA Cardiol            Impact factor:   14.676


  55 in total

1.  Principal components analysis corrects for stratification in genome-wide association studies.

Authors:  Alkes L Price; Nick J Patterson; Robert M Plenge; Michael E Weinblatt; Nancy A Shadick; David Reich
Journal:  Nat Genet       Date:  2006-07-23       Impact factor: 38.330

2.  Effect of a single dose of the interleukin-6 receptor antagonist tocilizumab on inflammation and troponin T release in patients with non-ST-elevation myocardial infarction: a double-blind, randomized, placebo-controlled phase 2 trial.

Authors:  Ola Kleveland; Gabor Kunszt; Marte Bratlie; Thor Ueland; Kaspar Broch; Espen Holte; Annika E Michelsen; Bjørn Bendz; Brage H Amundsen; Terje Espevik; Svend Aakhus; Jan Kristian Damås; Pål Aukrust; Rune Wiseth; Lars Gullestad
Journal:  Eur Heart J       Date:  2016-05-08       Impact factor: 29.983

3.  Tocilizumab for induction and maintenance of remission in giant cell arteritis: a phase 2, randomised, double-blind, placebo-controlled trial.

Authors:  Peter M Villiger; Sabine Adler; Stefan Kuchen; Felix Wermelinger; Diana Dan; Veronika Fiege; Lukas Bütikofer; Michael Seitz; Stephan Reichenbach
Journal:  Lancet       Date:  2016-03-04       Impact factor: 79.321

4.  PheWAS: demonstrating the feasibility of a phenome-wide scan to discover gene-disease associations.

Authors:  Joshua C Denny; Marylyn D Ritchie; Melissa A Basford; Jill M Pulley; Lisa Bastarache; Kristin Brown-Gentry; Deede Wang; Dan R Masys; Dan M Roden; Dana C Crawford
Journal:  Bioinformatics       Date:  2010-03-24       Impact factor: 6.937

5.  The interleukin-6 receptor as a target for prevention of coronary heart disease: a mendelian randomisation analysis.

Authors:  Daniel I Swerdlow; Michael V Holmes; Karoline B Kuchenbaecker; Jorgen E L Engmann; Tina Shah; Reecha Sofat; Yiran Guo; Christina Chung; Anne Peasey; Roman Pfister; Simon P Mooijaart; Helen A Ireland; Maarten Leusink; Claudia Langenberg; Ka Wah Li; Jutta Palmen; Philip Howard; Jackie A Cooper; Fotios Drenos; John Hardy; Michael A Nalls; Yun Rose Li; Gordon Lowe; Marlene Stewart; Suzette J Bielinski; Julian Peto; Nicholas J Timpson; John Gallacher; Malcolm Dunlop; Richard Houlston; Ian Tomlinson; Ioanna Tzoulaki; Jian'an Luan; Jolanda M A Boer; Nita G Forouhi; N Charlotte Onland-Moret; Yvonne T van der Schouw; Renate B Schnabel; Jaroslav A Hubacek; Ruzena Kubinova; Migle Baceviciene; Abdonas Tamosiunas; Andrzej Pajak; Roman Topor-Madry; Sofia Malyutina; Damiano Baldassarre; Bengt Sennblad; Elena Tremoli; Ulf de Faire; Luigi Ferrucci; Stefania Bandenelli; Toshiko Tanaka; James F Meschia; Andrew Singleton; Gerjan Navis; Irene Mateo Leach; Stephan J L Bakker; Ron T Gansevoort; Ian Ford; Stephen E Epstein; Mary Susan Burnett; Joe M Devaney; J Wouter Jukema; Rudi G J Westendorp; Gert Jan de Borst; Yolanda van der Graaf; Pim A de Jong; Anke-Hilse Mailand-van der Zee; Olaf H Klungel; Anthonius de Boer; Pieter A Doevendans; Jeffrey W Stephens; Charles B Eaton; Jennifer G Robinson; JoAnn E Manson; F Gerry Fowkes; Timonthy M Frayling; Jackie F Price; Peter H Whincup; Richard W Morris; Debbie A Lawlor; George Davey Smith; Yoav Ben-Shlomo; Susan Redline; Leslie A Lange; Meena Kumari; Nick J Wareham; W M Monique Verschuren; Emelia J Benjamin; John C Whittaker; Anders Hamsten; Frank Dudbridge; J A Chris Delaney; Andrew Wong; Diana Kuh; Rebecca Hardy; Berta Almoguera Castillo; John J Connolly; Pim van der Harst; Eric J Brunner; Michael G Marmot; Christina L Wassel; Steve E Humphries; Philippa J Talmud; Mika Kivimaki; Folkert W Asselbergs; Mikhail Voevoda; Martin Bobak; Hynek Pikhart; James G Wilson; Hakon Hakonarson; Alex P Reiner; Brendan J Keating; Naveed Sattar; Aroon D Hingorani; Juan Pablo Casas
Journal:  Lancet       Date:  2012-03-14       Impact factor: 79.321

6.  UK biobank: an open access resource for identifying the causes of a wide range of complex diseases of middle and old age.

Authors:  Cathie Sudlow; John Gallacher; Naomi Allen; Valerie Beral; Paul Burton; John Danesh; Paul Downey; Paul Elliott; Jane Green; Martin Landray; Bette Liu; Paul Matthews; Giok Ong; Jill Pell; Alan Silman; Alan Young; Tim Sprosen; Tim Peakman; Rory Collins
Journal:  PLoS Med       Date:  2015-03-31       Impact factor: 11.069

7.  Efficacy and safety of sarilumab monotherapy versus adalimumab monotherapy for the treatment of patients with active rheumatoid arthritis (MONARCH): a randomised, double-blind, parallel-group phase III trial.

Authors:  Gerd R Burmester; Yong Lin; Rahul Patel; Janet van Adelsberg; Erin K Mangan; Neil M H Graham; Hubert van Hoogstraten; Deborah Bauer; Juan Ignacio Vargas; Eun Bong Lee
Journal:  Ann Rheum Dis       Date:  2016-11-17       Impact factor: 19.103

8.  Inactivating mutations in NPC1L1 and protection from coronary heart disease.

Authors:  Nathan O Stitziel; Hong-Hee Won; Alanna C Morrison; Gina M Peloso; Ron Do; Leslie A Lange; Pierre Fontanillas; Namrata Gupta; Stefano Duga; Anuj Goel; Martin Farrall; Danish Saleheen; Paola Ferrario; Inke König; Rosanna Asselta; Piera A Merlini; Nicola Marziliano; Maria Francesca Notarangelo; Ursula Schick; Paul Auer; Themistocles L Assimes; Muredach Reilly; Robert Wilensky; Daniel J Rader; G Kees Hovingh; Thomas Meitinger; Thorsten Kessler; Adnan Kastrati; Karl-Ludwig Laugwitz; David Siscovick; Jerome I Rotter; Stanely L Hazen; Russell Tracy; Sharon Cresci; John Spertus; Rebecca Jackson; Stephen M Schwartz; Pradeep Natarajan; Jacy Crosby; Donna Muzny; Christie Ballantyne; Stephen S Rich; Christopher J O'Donnell; Goncalo Abecasis; Shamil Sunaev; Deborah A Nickerson; Julie E Buring; Paul M Ridker; Daniel I Chasman; Erin Austin; Iftikhar J Kullo; Peter E Weeke; Christian M Shaffer; Lisa A Bastarache; Joshua C Denny; Dan M Roden; Colin Palmer; Panos Deloukas; Dan-Yu Lin; Zheng-zheng Tang; Jeanette Erdmann; Heribert Schunkert; John Danesh; Jaume Marrugat; Roberto Elosua; Diego Ardissino; Ruth McPherson; Hugh Watkins; Alex P Reiner; James G Wilson; David Altshuler; Richard A Gibbs; Eric S Lander; Eric Boerwinkle; Stacey Gabriel; Sekar Kathiresan
Journal:  N Engl J Med       Date:  2014-11-12       Impact factor: 91.245

9.  Functional IL6R 358Ala allele impairs classical IL-6 receptor signaling and influences risk of diverse inflammatory diseases.

Authors:  Ricardo C Ferreira; Daniel F Freitag; Antony J Cutler; Joanna M M Howson; Daniel B Rainbow; Deborah J Smyth; Stephen Kaptoge; Pamela Clarke; Charlotte Boreham; Richard M Coulson; Marcin L Pekalski; Wei-Min Chen; Suna Onengut-Gumuscu; Stephen S Rich; Adam S Butterworth; Anders Malarstig; John Danesh; John A Todd
Journal:  PLoS Genet       Date:  2013-04-04       Impact factor: 5.917

10.  Sarilumab, a fully human monoclonal antibody against IL-6Rα in patients with rheumatoid arthritis and an inadequate response to methotrexate: efficacy and safety results from the randomised SARIL-RA-MOBILITY Part A trial.

Authors:  Tom W J Huizinga; Roy M Fleischmann; Martine Jasson; Allen R Radin; Janet van Adelsberg; Stefano Fiore; Xiaohong Huang; George D Yancopoulos; Neil Stahl; Mark C Genovese
Journal:  Ann Rheum Dis       Date:  2013-12-02       Impact factor: 19.103

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  32 in total

1.  High-throughput multimodal automated phenotyping (MAP) with application to PheWAS.

Authors:  Katherine P Liao; Jiehuan Sun; Tianrun A Cai; Nicholas Link; Chuan Hong; Jie Huang; Jennifer E Huffman; Jessica Gronsbell; Yichi Zhang; Yuk-Lam Ho; Victor Castro; Vivian Gainer; Shawn N Murphy; Christopher J O'Donnell; J Michael Gaziano; Kelly Cho; Peter Szolovits; Isaac S Kohane; Sheng Yu; Tianxi Cai
Journal:  J Am Med Inform Assoc       Date:  2019-11-01       Impact factor: 4.497

Review 2.  Anticytokine Agents: Targeting Interleukin Signaling Pathways for the Treatment of Atherothrombosis

Authors:  Paul M Ridker
Journal:  Circ Res       Date:  2019-02       Impact factor: 17.367

3.  Genetic Interleukin 6 Signaling Deficiency Attenuates Cardiovascular Risk in Clonal Hematopoiesis.

Authors:  Alexander G Bick; James P Pirruccello; Gabriel K Griffin; Namrata Gupta; Stacey Gabriel; Danish Saleheen; Peter Libby; Sekar Kathiresan; Pradeep Natarajan
Journal:  Circulation       Date:  2019-11-11       Impact factor: 29.690

4.  Incorporating natural language processing to improve classification of axial spondyloarthritis using electronic health records.

Authors:  Sizheng Steven Zhao; Chuan Hong; Tianrun Cai; Chang Xu; Jie Huang; Joerg Ermann; Nicola J Goodson; Daniel H Solomon; Tianxi Cai; Katherine P Liao
Journal:  Rheumatology (Oxford)       Date:  2020-05-01       Impact factor: 7.580

5.  A Missense Variant in the IL-6 Receptor and Protection From Peripheral Artery Disease.

Authors:  Michael G Levin; Derek Klarin; Marios K Georgakis; Julie Lynch; Katherine P Liao; Benjamin F Voight; Christopher J O'Donnell; Kyong-Mi Chang; Themistocles L Assimes; Philip S Tsao; Scott M Damrauer
Journal:  Circ Res       Date:  2021-09-22       Impact factor: 17.367

Review 6.  Inflammasomes: a preclinical assessment of targeting in atherosclerosis.

Authors:  Jeremiah Stitham; Astrid Rodriguez-Velez; Xiangyu Zhang; Se-Jin Jeong; Babak Razani
Journal:  Expert Opin Ther Targets       Date:  2020-08-06       Impact factor: 6.902

Review 7.  Personalized medicine for cardiovascular diseases.

Authors:  Hayato Tada; Noboru Fujino; Akihiro Nomura; Chiaki Nakanishi; Kenshi Hayashi; Masayuki Takamura; Masa-Aki Kawashiri
Journal:  J Hum Genet       Date:  2020-08-08       Impact factor: 3.172

Review 8.  A feedback loop: Interactions between Inflammatory Signals and Clonal Hematopoiesis in Cardiovascular Disease.

Authors:  Jiashan Li; Chao Wang; Jiaru Liu; Ying Yu; Yuee Liu; Qi Peng; Huihui Liu; Xiuru Guan
Journal:  Mol Biol Rep       Date:  2021-05-13       Impact factor: 2.316

9.  Commentary: Using human genetics to guide the repurposing of medicines.

Authors:  Jonas Bovijn; Jenny C Censin; Cecilia M Lindgren; Michael V Holmes
Journal:  Int J Epidemiol       Date:  2020-08-01       Impact factor: 7.196

10.  From RESCUE to ZEUS: will interleukin-6 inhibition with ziltivekimab prove effective for cardiovascular event reduction?

Authors:  Paul M Ridker
Journal:  Cardiovasc Res       Date:  2021-09-28       Impact factor: 10.787

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