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Mikhaylenko DS, Kuznetsova EB, Musatova VV, Bure IV, Deryagina TA, Alekseeva EA, Tarasov VV, Zamyatnin AA, Nemtsova MV. Genetic and Clinical Factors Associated with Olokizumab Treatment in Russian Patients with Rheumatoid Arthritis. J Pers Med 2022; 12:jpm12040641. [PMID: 35455757 PMCID: PMC9024465 DOI: 10.3390/jpm12040641] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2022] [Revised: 04/12/2022] [Accepted: 04/13/2022] [Indexed: 11/16/2022] Open
Abstract
Rheumatoid arthritis (RA) is a chronic systemic inflammatory disease and its treatment is an urgent problem of rheumatology. Olokizumab (OKZ) is a new humanized monoclonal antibody targeting IL-6 and is one of the few promising drugs for RA therapy. One-hundred-and-twenty-five DNA samples from Russian patients with RA, treated with olokizumab, were genotyped with an NGS panel containing 60 single nucleotide polymorphisms (SNPs) and the whole coding sequences of IL6, IL6R, TNFRSF1A, CTLA4, IL10, IL23R, and PADI4; and by RT-PCR for HLA-DRB1 and HLA-B. Associations of polymorphic variants with olokizumab efficacy according to the scores ACR20, ACR50, and DAS28-CRP were determined. We analyzed the obtained data by using logistic regression, ROC curves, and multivariate ANOVA. A high predictive value of the response to olokizumab therapy at 24 weeks was found for the combination of HLA-DRB1*04 and HLA-B*27 alleles with SNPs located in non-HLA genes (IL1B, IL17A, PADI4, DHODH, GLCCI1, IL23R, and TNFAIP3), and clinical characteristics (age, RA duration, and intensity) according to ACR20. Thus, the comprehensive assessment of polymorphic variants of HLA and non-HLA genes considering population characteristics in combination with clinical parameters allows for the elaboration of an RA prognostic panel.
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Affiliation(s)
- Dmitry S. Mikhaylenko
- Laboratory of Medical Genetics, I.M. Sechenov First Moscow State Medical University (Sechenov University), 119991 Moscow, Russia; (D.S.M.); (E.B.K.); (I.V.B.); (E.A.A.); (M.V.N.)
- Laboratory of Epigenetics, Research Centre for Medical Genetics, 115522 Moscow, Russia; (V.V.M.); (T.A.D.)
| | - Ekaterina B. Kuznetsova
- Laboratory of Medical Genetics, I.M. Sechenov First Moscow State Medical University (Sechenov University), 119991 Moscow, Russia; (D.S.M.); (E.B.K.); (I.V.B.); (E.A.A.); (M.V.N.)
| | - Viktoria V. Musatova
- Laboratory of Epigenetics, Research Centre for Medical Genetics, 115522 Moscow, Russia; (V.V.M.); (T.A.D.)
| | - Irina V. Bure
- Laboratory of Medical Genetics, I.M. Sechenov First Moscow State Medical University (Sechenov University), 119991 Moscow, Russia; (D.S.M.); (E.B.K.); (I.V.B.); (E.A.A.); (M.V.N.)
| | - Tatiana A. Deryagina
- Laboratory of Epigenetics, Research Centre for Medical Genetics, 115522 Moscow, Russia; (V.V.M.); (T.A.D.)
| | - Ekaterina A. Alekseeva
- Laboratory of Medical Genetics, I.M. Sechenov First Moscow State Medical University (Sechenov University), 119991 Moscow, Russia; (D.S.M.); (E.B.K.); (I.V.B.); (E.A.A.); (M.V.N.)
- Laboratory of Epigenetics, Research Centre for Medical Genetics, 115522 Moscow, Russia; (V.V.M.); (T.A.D.)
| | - Vadim V. Tarasov
- Institute of Translational Medicine and Biotechnology, I.M. Sechenov First Moscow State Medical University (Sechenov University), 119991 Moscow, Russia;
| | - Andrey A. Zamyatnin
- Laboratory of Medical Genetics, I.M. Sechenov First Moscow State Medical University (Sechenov University), 119991 Moscow, Russia; (D.S.M.); (E.B.K.); (I.V.B.); (E.A.A.); (M.V.N.)
- Belozersky Institute of Physico-Chemical Biology, Lomonosov Moscow State University, 119992 Moscow, Russia
- Department of Biotechnology, Sirius University of Science and Technology, 1 Olympic Ave, 354340 Sochi, Russia
- Faculty of Health and Medical Sciences, University of Surrey, Guildford GU2 7X, UK
- Correspondence: ; Tel.: +7-9261180220
| | - Marina V. Nemtsova
- Laboratory of Medical Genetics, I.M. Sechenov First Moscow State Medical University (Sechenov University), 119991 Moscow, Russia; (D.S.M.); (E.B.K.); (I.V.B.); (E.A.A.); (M.V.N.)
- Laboratory of Epigenetics, Research Centre for Medical Genetics, 115522 Moscow, Russia; (V.V.M.); (T.A.D.)
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Heatherington AC, Kasichayanula S, Venkatakrishnan K. How Well Are We Applying Quantitative Methods to Reverse Translation to Inform Early Clinical Development? Clin Pharmacol Ther 2017; 103:174-176. [DOI: 10.1002/cpt.948] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2017] [Revised: 11/15/2017] [Accepted: 11/18/2017] [Indexed: 01/25/2023]
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Dittrich A, Hessenkemper W, Schaper F. Systems biology of IL-6, IL-12 family cytokines. Cytokine Growth Factor Rev 2015; 26:595-602. [PMID: 26187858 DOI: 10.1016/j.cytogfr.2015.07.002] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2015] [Accepted: 07/01/2015] [Indexed: 10/23/2022]
Abstract
Interleukin-6-type cytokines play important roles in the communication between cells of multicellular organisms. They are involved in the regulation of complex cellular processes such as proliferation and differentiation and act as key player during inflammation and immune response. A major challenge is to understand how these complex non-linear processes are connected and regulated. Systems biology approaches are used to tackle this challenge in an iterative process of quantitative experimental and mathematical analyses. Here we review quantitative experimental studies and systems biology approaches dealing with the function of Interleukin-6-type cytokines in physiological and pathophysiological conditions. These approaches cover the analyses of signal transduction on a cellular level up to pharmacokinetic and pharmacodynamic studies on a whole organism level.
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Affiliation(s)
- Anna Dittrich
- Institute of Biology, Otto-von-Guericke-University, Universitätsplatz 2, 39106 Magdeburg, Germany.
| | - Wiebke Hessenkemper
- Institute of Biology, Otto-von-Guericke-University, Universitätsplatz 2, 39106 Magdeburg, Germany.
| | - Fred Schaper
- Institute of Biology, Otto-von-Guericke-University, Universitätsplatz 2, 39106 Magdeburg, Germany.
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