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Allard-Chamard H, Li Q, Rahman P. Emerging Concepts in Precision Medicine in Axial Spondyloarthritis. Curr Rheumatol Rep 2023; 25:204-212. [PMID: 37505349 DOI: 10.1007/s11926-023-01113-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/29/2023] [Indexed: 07/29/2023]
Abstract
PURPOSE OF REVIEW Axial spondyloarthritis (AxSpA) is among the rheumatology's most heritable complex diseases, yet precision medicine at clinics still needs to be explored. We reviewed the emerging concepts and recent developments in polygenic risk scores, Mendelian randomization, pharmacogenomics, single-cell sequencing, and spatial transcriptomics. RECENT FINDINGS Polygenic risk score has resulted in encouraging results with potential diagnostic utility as it appears to outperform current diagnostic tools. Its performance and generalizability vary with ethnicity. Mendelian randomization has elucidated multiple causal associations, particularly between inflammatory bowel disease and AxSpA. Single-cell transcriptomics (particularly scRNA-seq and scATAC-seq) has identified numerous cell types, including synovial and blood immunological cells, to understand the contribution of both innate and adaptative immunity in AxSpA. Current molecular tools provide an exciting opportunity to advance precision medicine for AxSpA patients. However, extensive research and implementation strategies are still required before they can have an impact in the clinic.
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Affiliation(s)
- Hugues Allard-Chamard
- Division of Rheumatology, Faculté de Médecine Et Des Sciences de La Santé de L'Université de Sherbrooke Et Centre de Recherche du CHUS, Sherbrooke, QC, J1K 2R1, Canada
| | - Quan Li
- Department of Medicine, Memorial University, St. John's, NL, Canada
- Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, ON, Canada
| | - Proton Rahman
- Department of Medicine, Division of Rheumatology, Memorial University of Newfoundland, 154 LeMarchant Rd, St. John's, Newfoundland, A1C-5B8, Canada.
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Janahiraman S, Too CL, Lee KW, Shahril NS, Leong CO. Genetic Biomarkers as Predictors of Response to Tocilizumab in Rheumatoid Arthritis: A Systematic Review and Meta-Analysis. Genes (Basel) 2022; 13:genes13071284. [PMID: 35886067 PMCID: PMC9323282 DOI: 10.3390/genes13071284] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2022] [Revised: 07/05/2022] [Accepted: 07/14/2022] [Indexed: 11/16/2022] Open
Abstract
Rheumatoid arthritis (RA) is a lifelong, debilitating disease which incredibly impacts a patient’s quality of life if not treated to the optimal target. The clinical response of tocilizumab, an interleukin-6 (IL-6) inhibitor, is associated with several gene polymorphisms, particularly targeting the IL-6 pathway. This systematic review and meta-analysis seeks to investigate genetic biomarkers that predict the treatment outcome of tocilizumab therapy in RA patients. After evaluating the quality of retrieved records, five studies were chosen to carry out a quantitative synthesis involving 591 participants. We analysed genetic markers of IL-6R single nucleotide polymorphism (SNP)s rs12083537, rs2228145 and rs4329505, FCGR3A, CD69, GALNT18 and FCGR2A. A plausible finding based on meta-analysis revealed that RA patients with homozygous AA genotype for rs12083537 polymorphism of the IL-6R gene demonstrate a better response to TCZ treatment as opposed to homozygous and heterozygous patients with the G allele. Nonetheless, limitations in evaluating the available studies by meta-analysis include a lack of studies with dissimilarities in study design and outcome definitions, small sample sizes with low statistical power and heterogeneity of cohorts, a restricted the number of tested SNPs and small effects for the selected variants. Inconsistent finding remains as a great challenge to forge ahead towards personalised medicine for RA management.
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Affiliation(s)
- Sivakami Janahiraman
- School of Postgraduate Studies, International Medical University, Bukit Jalil, Kuala Lumpur 57000, Malaysia;
- Pharmacy Department, Hospital Selayang, Ministry of Health Malaysia, Selayang 68100, Malaysia
| | - Chun Lai Too
- Immunogenetic Unit, Institute for Medical Research, National Institutes of Health Complex, Ministry of Health Malaysia, Shah Alam 40170, Malaysia
- Correspondence:
| | - Kai Wei Lee
- Department of Pre-Clinical Sciences, Faculty of Medicine and Health Sciences, Universiti Tunku Abdul Rahman, Kajang 31900, Malaysia;
| | - Nor Shuhaila Shahril
- Medical Department, Hospital Putrajaya, Ministry of Health Malaysia, Putrajaya 62250, Malaysia;
| | - Chee Onn Leong
- Centre for Cancer and Stem Cell Research Development and Innovation (IRDI), Institute for Research, International Medical University, Bukit Jalil, Kuala Lumpur 57000, Malaysia;
- AGTC Genomics, Bukit Jalil, Kuala Lumpur 57000, Malaysia
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Mahroum N, Zoubi M, Lavine N, Ohayon A, Amital H, Shoenfeld Y. The mosaic of autoimmunity - A taste for more. The 12th international congress of autoimmunity 2021 (AUTO12) virtual. Autoimmun Rev 2021; 20:102945. [PMID: 34509655 DOI: 10.1016/j.autrev.2021.102945] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2021] [Accepted: 06/29/2021] [Indexed: 12/22/2022]
Abstract
Notwithstanding the fact that the 12th international congress of autoimmunity (AUTO12) was held virtual this year, the number of the abstracts submitted and those presented crossed the thousand marks. Leading investigators and researchers from all over the world presented the latest developments of their research in the domain of autoimmunity and its correlation with various diseases. In terms of mechanisms of autoimmunity, an update on the mechanisms behind the association of autoimmunity with systemic diseases focusing on hyperstimulation was presented during AUTO12. In addition, a new mechanism of ASIA syndrome caused by an intrauterine contraceptive device was revealed demonstrating a complete resolution of symptoms following device removal. In regard to the correlation between autoimmunity and neurogenerative diseases, the loss of structural protein integrity as the trigger of immunological response was shown. Schizophrenia as well, and its correlation to pro-inflammatory cytokines was also addressed. Furthermore, and as it was said AUTO12 virtual due to COVID-19 pandemic, various works were dedicated to SARS-CoV-2 infection and COVID-19 in terms of autoimmune mechanisms involved in the pathogenesis, treatment and complications of COVID-19. For instance, the correlation between autoimmunity and the severity of COVID-19 was viewed. Moreover, the presence and association of autoantibodies in COVID-19 was also demonstrated, as well as the clinical outcomes of COVID-19 in patients with rheumatic diseases. Finally, immune-mediated reactions and processes secondary to SARS-CoV-2 vaccination was displayed. Due to the immense importance of all of the topics addressed and while several hundreds of works were presented which cannot be summed up in one paper, we aimed hereby to highlight some of the outstanding abstracts and presentations during AUTO12.
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Affiliation(s)
- Naim Mahroum
- Internal Medicine B and Zabludowicz Center for Autoimmune Diseases, Sheba Medical Center, Ramat-Gan, Israel; Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel; International School of Medicine, Istanbul Medipol University, Istanbul, Turkey.
| | - Magdi Zoubi
- Internal Medicine B and Zabludowicz Center for Autoimmune Diseases, Sheba Medical Center, Ramat-Gan, Israel
| | - Noy Lavine
- Internal Medicine B and Zabludowicz Center for Autoimmune Diseases, Sheba Medical Center, Ramat-Gan, Israel; St. George School of Medicine, University of London, London, UK
| | - Aviran Ohayon
- Internal Medicine B and Zabludowicz Center for Autoimmune Diseases, Sheba Medical Center, Ramat-Gan, Israel; St. George School of Medicine, University of London, London, UK
| | - Howard Amital
- Internal Medicine B and Zabludowicz Center for Autoimmune Diseases, Sheba Medical Center, Ramat-Gan, Israel; Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
| | - Yehuda Shoenfeld
- Ariel University, Ariel, Israel; Saint Petersburg State University, Saint-Petersburg, Russia
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Tsuchiya H, Fujio K. Title Current Status of the Search for Biomarkers for Optimal Therapeutic Drug Selection for Patients with Rheumatoid Arthritis. Int J Mol Sci 2021; 22:ijms22179534. [PMID: 34502442 PMCID: PMC8431405 DOI: 10.3390/ijms22179534] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2021] [Revised: 08/28/2021] [Accepted: 08/28/2021] [Indexed: 12/19/2022] Open
Abstract
Rheumatoid arthritis (RA) is an autoimmune disease characterized by destructive synovitis. It is significantly associated with disability, impaired quality of life, and premature mortality. Recently, the development of biological agents (including tumor necrosis factor-α and interleukin-6 receptor inhibitors) and Janus kinase inhibitors have advanced the treatment of RA; however, it is still difficult to predict which drug will be effective for each patient. To break away from the current therapeutic approaches that could be described as a “lottery,” there is an urgent need to establish biomarkers that stratify patients in terms of expected therapeutic responsiveness. This review deals with recent progress from multi-faceted analyses of the synovial tissue in RA, which is now bringing new insights into diverse features at both the cellular and molecular levels and their potential links with particular clinical phenotypes.
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KARABULUT G, ÖZBALKAN AŞLAR Z. Romatoid artrit tedavi prensipleri: Neye geçiş yapalım? EGE TIP DERGISI 2021. [DOI: 10.19161/etd.863621] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
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Lakhanpal A, Smith MH, Donlin LT. Rheumatology in the era of precision medicine: synovial tissue molecular patterns and treatment response in rheumatoid arthritis. Curr Opin Rheumatol 2021; 33:58-63. [PMID: 33229974 DOI: 10.1097/bor.0000000000000767] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
PURPOSE OF REVIEW A critical unmet need in rheumatoid arthritis (RA) is the identification of biomarkers that predict which of the available medications will be most effective for an individual in order to lower disease activity sooner than is afforded by the current treat-to-target approach. Here we will discuss recent reports examining the potential for synovial tissue molecular, cellular, and spatial profiling in defining objective measures of treatment response and therein developing personalized medicine for RA. RECENT FINDINGS Recent high-dimensional molecular profiling of RA synovium has provided unprecedented resolution of the cell types and pathways in tissues affected by rheumatic diseases. Heightened attention to tissue architecture is also emerging as a means to classify individual disease variation that may allow patients to be further stratified by therapeutic response. Although this wealth of data may have already pinpointed promising biomarkers, additional studies, likely including tissue-based functional drug response assays, will be required to demonstrate how the complex tissue environment responds. SUMMARY Molecular, cellular, and more recently spatial profiling of the RA synovium are uncovering fundamental features of the disease. Current investigations are examining whether this information will provide meaningful biomarkers for individualized medicine in RA.
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Affiliation(s)
| | | | - Laura T Donlin
- Arthritis and Tissue Degeneration Program and the David Z. Rosensweig Genomics Research Center, Hospital for Special Surgery
- Weill Cornell Medical College and Graduate School, New York, New York, USA
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Perceived clinical utility of a test for predicting inadequate response to TNF inhibitor therapies in rheumatoid arthritis: results from a decision impact study. Rheumatol Int 2020; 41:585-593. [PMID: 33258003 PMCID: PMC7703510 DOI: 10.1007/s00296-020-04746-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2020] [Accepted: 10/29/2020] [Indexed: 12/24/2022]
Abstract
Tumor necrosis factor inhibitor (TNFi) therapies are often the first biologic therapy used to treat rheumatoid arthritis (RA) patients. However, a substantial fraction of patients do not respond adequately to TNFi therapies. A test with the ability to predict response would inform therapeutic decision-making and improve clinical and financial outcomes. A 32-question decision-impact survey was conducted with 248 rheumatologists to gauge the perceived clinical utility of a novel test that predicts inadequate response to TNFi therapies in RA patients. Participants were informed about the predictive characteristics of the test and asked to indicate prescribing decisions based on four result scenarios. Overall, rheumatologists had a favorable view of the test: 80.2% agreed that it would improve medical decision-making, 92.3% said it would increase their confidence when making prescribing decisions, and 81.5% said it would be useful when considering TNFi therapies. Rheumatologists would be more likely to prescribe a TNFi therapy when the test reported that no signal of non-response was detected (79.8%) and less likely to prescribe a TNFi therapy when a signal of non-response was detected (11.3%-25.4%). Rheumatologists (84.7%) agreed that payers should provide coverage for such a test. This study shows that rheumatologists support the clinical need for a test to predict inadequate response to TNFi therapies. Test results were perceived to lead to changes in prescribing behaviors as results instill confidence in the ordering rheumatologist.
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Esperon P, Giletti A. Genetic markers that could influence clinical decision making during treatment with methotrexate. Pharmacogenomics 2020; 21:505-507. [DOI: 10.2217/pgs-2019-0188] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Affiliation(s)
- Patricia Esperon
- Molecular Genetics Laboratory, Clinical Biochemistry Department, School of Chemistry, Universidad de la República, Montevideo, 11200, Uruguay
| | - Andrea Giletti
- Molecular Genetics Laboratory, Clinical Biochemistry Department, School of Chemistry, Universidad de la República, Montevideo, 11200, Uruguay
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Chetaille Nézondet AL, Poubelle PE, Pelletier M. The evaluation of cytokines to help establish diagnosis and guide treatment of autoinflammatory and autoimmune diseases. J Leukoc Biol 2020; 108:647-657. [PMID: 32040246 DOI: 10.1002/jlb.5mr0120-218rrr] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2019] [Revised: 01/11/2020] [Accepted: 01/13/2020] [Indexed: 12/17/2022] Open
Abstract
Our knowledge of the role of cytokines in pathologic conditions has increased considerably with the emergence of molecular and genetic studies, particularly in the case of autoinflammatory monogenic diseases. Many rare disorders, considered orphan until recently, are directly related to abnormal gene regulation, and the treatment with biologic agents (biologics) targeting cytokine receptors, intracellular signaling or specific cytokines improve the symptoms of an increasing number of chronic inflammatory diseases. As it is currently impossible to systematically conduct genetic studies for all patients with autoinflammatory and autoimmune diseases, the evaluation of cytokines can be seen as a simple, less time consuming, and less expensive alternative. This approach could be especially useful when the diagnosis of syndromes of diseases of unknown etiology remains problematic. The evaluation of cytokines could also help avoid the current trial-and-error approach, which has the disadvantages of exposing patients to ineffective drugs with possible unnecessary side effects and permanent organ damages. In this review, we discuss the various possibilities, as well as the limitations of evaluating the cytokine profiles of patients suffering from autoinflammatory and autoimmune diseases, with methods such as direct detection of cytokines in the plasma/serum or following ex vivo stimulation of PBMCs leading to the production of their cytokine secretome. The patients' secretome, combined with biomarkers ranging from genetic and epigenetic analyses to immunologic biomarkers, may help not only the diagnosis but also guide the choice of biologics for more efficient and rapid treatments.
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Affiliation(s)
- Anne-Laure Chetaille Nézondet
- Department of Medicine, Faculty of Medicine, Laval University, Québec, Canada.,Reproduction, Mother and Youth Health Axis, CHU de Québec-Université Laval Research Center, Québec, Canada
| | - Patrice E Poubelle
- Department of Medicine, Faculty of Medicine, Laval University, Québec, Canada.,Infectious and Immune Diseases Axis, CHU de Québec-Université Laval Research Center, Québec, Canada
| | - Martin Pelletier
- Infectious and Immune Diseases Axis, CHU de Québec-Université Laval Research Center, Québec, Canada.,Department of Microbiology-Infectious Diseases and Immunology, Faculty of Medicine, Laval University, Québec, Canada.,ARThrite Research Center, Laval University, Québec, Canada
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Khatri S, Hansen J, Mendes AC, Chronakis IS, Hung SC, Mellins ED, Astakhova K. Citrullinated Peptide Epitope Targets Therapeutic Nanoparticles to Human Neutrophils. Bioconjug Chem 2019; 30:2584-2593. [PMID: 31524379 DOI: 10.1021/acs.bioconjchem.9b00518] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
Multiple drugs have been proposed for reducing harsh symptoms of human rheumatic diseases. However, a targeted therapy with mild to no side effects is still missing. In this study, we have prepared and tested a series of therapeutic nanoparticles for specific targeting of human neutrophils associated with rheumatoid arthritis. In doing this, a series of citrullinated peptide epitopes derived from human proteins, fibrinogen, vimentin, and histone 3, were screened with regard to specific recognition of neutrophils. The most potent epitope proved to be a mutated fragment of an alpha chain in human fibrinogen. Next, a straightforward synthetic strategy was developed for nanoparticles decorated with this citrullinated peptide epitope and an antisense oligonucleotide targeting disease associated microRNA miR-125b-5p. Our study shows that the nanoparticles specifically recognize neutrophils and knock down miR-125b-5p, with no apparent toxicity to human cells. In contrast to organic dendrimers, chitosan-hyaluronic acid formulations do not activate human innate immune response. Our data proves that the strategy we report herein is effective in developing peptide epitopes for decorating delivery vehicles bearing biological drugs, targeted to a specific cell type.
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Affiliation(s)
- Sangita Khatri
- Department of Chemistry , Technical University of Denmark , Kongens Lyngby , Region Hovedstaden 2800 , Denmark
| | - Jonas Hansen
- Department of Chemistry , Technical University of Denmark , Kongens Lyngby , Region Hovedstaden 2800 , Denmark.,Institute of Molecular Medicine , Sechenov First Moscow State Medical University , Moscow 119991 , Russia
| | - Ana C Mendes
- DTU Food , Technical University of Denmark , Kongens Lyngby , Region Hovedstaden 2800 , Denmark
| | - Ioannis S Chronakis
- DTU Food , Technical University of Denmark , Kongens Lyngby , Region Hovedstaden 2800 , Denmark
| | - Shu-Chen Hung
- Department of Pediatrics, Program in Immunology , Stanford University School of Medicine , Stanford , California 94305 , United States of America
| | - Elizabeth D Mellins
- Department of Pediatrics, Program in Immunology , Stanford University School of Medicine , Stanford , California 94305 , United States of America
| | - Kira Astakhova
- Department of Chemistry , Technical University of Denmark , Kongens Lyngby , Region Hovedstaden 2800 , Denmark
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