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Hässler S, Bachelet D, Duhaze J, Szely N, Gleizes A, Hacein-Bey Abina S, Aktas O, Auer M, Avouac J, Birchler M, Bouhnik Y, Brocq O, Buck-Martin D, Cadiot G, Carbonnel F, Chowers Y, Comabella M, Derfuss T, De Vries N, Donnellan N, Doukani A, Guger M, Hartung HP, Kubala Havrdova E, Hemmer B, Huizinga T, Ingenhoven K, Hyldgaard-Jensen PE, Jury EC, Khalil M, Kieseier B, Laurén A, Lindberg R, Loercher A, Maggi E, Manson J, Mauri C, Mohand Oumoussa B, Montalban X, Nachury M, Nytrova P, Richez C, Ryner M, Sellebjerg F, Sievers C, Sikkema D, Soubrier M, Tourdot S, Trang C, Vultaggio A, Warnke C, Spindeldreher S, Dönnes P, Hickling TP, Hincelin Mery A, Allez M, Deisenhammer F, Fogdell-Hahn A, Mariette X, Pallardy M, Broët P. Clinicogenomic factors of biotherapy immunogenicity in autoimmune disease: A prospective multicohort study of the ABIRISK consortium. PLoS Med 2020; 17:e1003348. [PMID: 33125391 PMCID: PMC7598520 DOI: 10.1371/journal.pmed.1003348] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/24/2020] [Accepted: 09/18/2020] [Indexed: 01/12/2023] Open
Abstract
BACKGROUND Biopharmaceutical products (BPs) are widely used to treat autoimmune diseases, but immunogenicity limits their efficacy for an important proportion of patients. Our knowledge of patient-related factors influencing the occurrence of antidrug antibodies (ADAs) is still limited. METHODS AND FINDINGS The European consortium ABIRISK (Anti-Biopharmaceutical Immunization: prediction and analysis of clinical relevance to minimize the RISK) conducted a clinical and genomic multicohort prospective study of 560 patients with multiple sclerosis (MS, n = 147), rheumatoid arthritis (RA, n = 229), Crohn's disease (n = 148), or ulcerative colitis (n = 36) treated with 8 different biopharmaceuticals (etanercept, n = 84; infliximab, n = 101; adalimumab, n = 153; interferon [IFN]-beta-1a intramuscularly [IM], n = 38; IFN-beta-1a subcutaneously [SC], n = 68; IFN-beta-1b SC, n = 41; rituximab, n = 31; tocilizumab, n = 44) and followed during the first 12 months of therapy for time to ADA development. From the bioclinical data collected, we explored the relationships between patient-related factors and the occurrence of ADAs. Both baseline and time-dependent factors such as concomitant medications were analyzed using Cox proportional hazard regression models. Mean age and disease duration were 35.1 and 0.85 years, respectively, for MS; 54.2 and 3.17 years for RA; and 36.9 and 3.69 years for inflammatory bowel diseases (IBDs). In a multivariate Cox regression model including each of the clinical and genetic factors mentioned hereafter, among the clinical factors, immunosuppressants (adjusted hazard ratio [aHR] = 0.408 [95% confidence interval (CI) 0.253-0.657], p < 0.001) and antibiotics (aHR = 0.121 [0.0437-0.333], p < 0.0001) were independently negatively associated with time to ADA development, whereas infections during the study (aHR = 2.757 [1.616-4.704], p < 0.001) and tobacco smoking (aHR = 2.150 [1.319-3.503], p < 0.01) were positively associated. 351,824 Single-Nucleotide Polymorphisms (SNPs) and 38 imputed Human Leukocyte Antigen (HLA) alleles were analyzed through a genome-wide association study. We found that the HLA-DQA1*05 allele significantly increased the rate of immunogenicity (aHR = 3.9 [1.923-5.976], p < 0.0001 for the homozygotes). Among the 6 genetic variants selected at a 20% false discovery rate (FDR) threshold, the minor allele of rs10508884, which is situated in an intron of the CXCL12 gene, increased the rate of immunogenicity (aHR = 3.804 [2.139-6.764], p < 1 × 10-5 for patients homozygous for the minor allele) and was chosen for validation through a CXCL12 protein enzyme-linked immunosorbent assay (ELISA) on patient serum at baseline before therapy start. CXCL12 protein levels were higher for patients homozygous for the minor allele carrying higher ADA risk (mean: 2,693 pg/ml) than for the other genotypes (mean: 2,317 pg/ml; p = 0.014), and patients with CXCL12 levels above the median in serum were more prone to develop ADAs (aHR = 2.329 [1.106-4.90], p = 0.026). A limitation of the study is the lack of replication; therefore, other studies are required to confirm our findings. CONCLUSION In our study, we found that immunosuppressants and antibiotics were associated with decreased risk of ADA development, whereas tobacco smoking and infections during the study were associated with increased risk. We found that the HLA-DQA1*05 allele was associated with an increased rate of immunogenicity. Moreover, our results suggest a relationship between CXCL12 production and ADA development independent of the disease, which is consistent with its known function in affinity maturation of antibodies and plasma cell survival. Our findings may help physicians in the management of patients receiving biotherapies.
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Affiliation(s)
- Signe Hässler
- CESP, INSERM UMR 1018, Faculty of Medicine, Paris-Sud University, UVSQ, Paris-Saclay University, Villejuif, France
- Sorbonne Université, INSERM UMR 959, Immunology-Immunopathology-Immunotherapy (i3), Paris, France
- AP-HP, Hôpital Pitié-Salpêtrière, Biotherapy (CIC-BTi), Paris, France
- * E-mail: (SH); (PB)
| | - Delphine Bachelet
- CESP, INSERM UMR 1018, Faculty of Medicine, Paris-Sud University, UVSQ, Paris-Saclay University, Villejuif, France
- Department of Biostatistical Epidemiology and Clinical Research, Hôpital Bichat, Assistance Publique-Hôpitaux de Paris AP-HP.Nord, INSERM CIC-EC 1425, Paris, France
| | - Julianne Duhaze
- CESP, INSERM UMR 1018, Faculty of Medicine, Paris-Sud University, UVSQ, Paris-Saclay University, Villejuif, France
- CHU Ste-Justine Research Center, Montreal, Canada
| | - Natacha Szely
- INSERM UMR 996, Faculty of Pharmacy, Paris-Sud University, Paris-Saclay University, Châtenay-Malabry, France
| | - Aude Gleizes
- INSERM UMR 996, Faculty of Pharmacy, Paris-Sud University, Paris-Saclay University, Châtenay-Malabry, France
- Clinical Immunology Laboratory, AP-HP, Le Kremlin-Bicêtre Hospital, Paris-Sud University Hospitals, Le Kremlin-Bicêtre, France
| | - Salima Hacein-Bey Abina
- Clinical Immunology Laboratory, AP-HP, Le Kremlin-Bicêtre Hospital, Paris-Sud University Hospitals, Le Kremlin-Bicêtre, France
- UTCBS, CNRS UMR 8258, INSERM U1022, Faculty of Pharmacy, Paris-Descartes-Sorbonne-Cite University, Paris, France
| | - Orhan Aktas
- University of Düsseldorf, Medical Faculty, Department of Neurology, Düsseldorf, Germany
| | - Michael Auer
- Innsbruck Medical University, Department of Neurology, Innsbruck, Austria
| | - Jerôme Avouac
- Paris University, Paris Descartes University, INSERM U1016, Paris, France
- Rheumatology department, Cochin Hospital, AP-HP.CUP, Paris, France
| | - Mary Birchler
- GlaxoSmithKline, Clinical Immunology–Biopharm, Collegeville, Pennsylvania, United States of America
| | - Yoram Bouhnik
- AP-HP, Hôpital Beaujon, Paris, France
- GETAID, Paris, France
| | | | | | - Guillaume Cadiot
- GETAID, Paris, France
- Service d'hépato-gastroentérologie, University Hospital of Reims, Reims, France
| | - Franck Carbonnel
- GETAID, Paris, France
- Department of Gastroenterology, AP-HP, Hôpital Kremlin-Bicêtre, France
| | - Yehuda Chowers
- Department of Gastroenterology, Rambam Health Care Campus, Haifa, Israel; Bruce Rappaport School of Medicine, Technion Israel Institute of Technology, Haifa, Israel; Clinical Research Institute, Rambam Health Care Campus, Haifa, Israel
| | - Manuel Comabella
- Servei de Neurologia-Neuroimmunologia, Centre d’Esclerosi Múltiple de Catalunya (Cemcat). Institut de Recerca Vall d’Hebron (VHIR). Hospital Universitari Vall d’Hebron, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Tobias Derfuss
- Departments of Biomedicine and Neurology, University Hospital Basel and University of Basel, Basel, Switzerland
| | - Niek De Vries
- Rheumatology & Clinical Immunology, Amsterdam UMC | AMC, University of Amsterdam, Amsterdam, the Netherlands
| | | | - Abiba Doukani
- Sorbonne Université, Inserm, UMS Production et Analyse des données en Sciences de la vie et en Santé, UMS 37 PASS, Plateforme Post-génomique de la Pitié-Salpêtrière, P3S, Paris, France
| | - Michael Guger
- Clinic for Neurology 2, Med Campus III, Kepler University Hospital GmbH, Linz, Austria
| | - Hans-Peter Hartung
- University of Düsseldorf, Medical Faculty, Department of Neurology, Düsseldorf, Germany
| | - Eva Kubala Havrdova
- Department of Neurology and Center of Clinical Neuroscience, First Faculty of Medicine, Charles University and General University Hospital, Prague, Czech Republic
| | - Bernhard Hemmer
- Department of Neurology, Technische Universität München, Munich, Germany
- Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
| | - Tom Huizinga
- Department of Rheumatology, Leiden University Medical Center, Leiden, the Netherlands
| | - Kathleen Ingenhoven
- University of Düsseldorf, Medical Faculty, Department of Neurology, Düsseldorf, Germany
| | - Poul Erik Hyldgaard-Jensen
- Danish Multiple Sclerosis Center, Department of Neurology, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | - Elizabeth C. Jury
- Centre for Rheumatology Research, University College London, London, United Kingdom
| | - Michael Khalil
- Department of Neurology, Medical University of Graz, Austria
| | - Bernd Kieseier
- University of Düsseldorf, Medical Faculty, Department of Neurology, Düsseldorf, Germany
| | | | - Raija Lindberg
- Departments of Biomedicine and Neurology, University Hospital Basel and University of Basel, Basel, Switzerland
| | - Amy Loercher
- GlaxoSmithKline, Clinical Immunology–Biopharm, Collegeville, Pennsylvania, United States of America
| | - Enrico Maggi
- Dipartimento di Medicina Sperimentale e Clínica, Università di Firenze, Firenze, Italy
- Immunology Area of Bambino Gesù Pediatric Hospital, IRCCS, Rome, Italy
| | - Jessica Manson
- Department of Rheumatology, University College London Hospital, London, United Kingdom
| | - Claudia Mauri
- Centre for Rheumatology Research, University College London, London, United Kingdom
| | - Badreddine Mohand Oumoussa
- Sorbonne Université, Inserm, UMS Production et Analyse des données en Sciences de la vie et en Santé, UMS 37 PASS, Plateforme Post-génomique de la Pitié-Salpêtrière, P3S, Paris, France
| | - Xavier Montalban
- Servei de Neurologia-Neuroimmunologia, Centre d’Esclerosi Múltiple de Catalunya (Cemcat). Institut de Recerca Vall d’Hebron (VHIR). Hospital Universitari Vall d’Hebron, Universitat Autònoma de Barcelona, Barcelona, Spain
- Center for Multiple Sclerosis, St. Michael's Hospital, University of Toronto, Toronto, Canada
| | - Maria Nachury
- GETAID, Paris, France
- University hospital of Lille, Maladies de l'appareil digestif, Lille, France
| | - Petra Nytrova
- Department of Neurology and Center of Clinical Neuroscience, First Faculty of Medicine, Charles University and General University Hospital, Prague, Czech Republic
| | - Christophe Richez
- Rheumatology Department, CHU de Bordeaux-GH Pellegrin, Bordeaux, France
- UMR CNRS 5164, Bordeaux University, Bordeaux, France
| | - Malin Ryner
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Finn Sellebjerg
- Danish Multiple Sclerosis Center, Department of Neurology, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | - Claudia Sievers
- Departments of Biomedicine and Neurology, University Hospital Basel and University of Basel, Basel, Switzerland
| | - Dan Sikkema
- GlaxoSmithKline, Clinical Immunology–Biopharm, Collegeville, Pennsylvania, United States of America
- Current address: Quanterix Corporation, Billerica, Massachusetts, United States of America
| | - Martin Soubrier
- Rheumatology, University Hospital of Clermont Ferrand, Clermont Ferrand, France
| | - Sophie Tourdot
- INSERM UMR 996, Faculty of Pharmacy, Paris-Sud University, Paris-Saclay University, Châtenay-Malabry, France
| | - Caroline Trang
- GETAID, Paris, France
- Institut des maladies de l'Appareil Digestif, University Hospital of Nantes, Nantes, France
| | - Alessandra Vultaggio
- Dipartimento di Medicina Sperimentale e Clínica, Università di Firenze, Firenze, Italy
| | - Clemens Warnke
- University of Düsseldorf, Medical Faculty, Department of Neurology, Düsseldorf, Germany
- Department of Neurology, University Hospital Köln, Köln, Germany
| | - Sebastian Spindeldreher
- Drug Metabolism Pharmacokinetics-Biologics, Novartis Institutes for Biomedical Research, Basel, Switzerland
- Integrated Biologix GmbH, Basel, Switzerland
| | | | - Timothy P. Hickling
- BioMedicine Design, Pfizer, Inc., Andover, Massachusetts, United States of America
| | | | - Matthieu Allez
- GETAID, Paris, France
- Department of Gastroenterology, Hôpital Saint-Louis, AP-HP, Université Paris-Diderot, Paris, France
| | | | - Anna Fogdell-Hahn
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Xavier Mariette
- Centre for Immunology of Viral Infections and Autoimmune Diseases, INSERM UMR 1184, Université Paris-Saclay, AP-HP.Université Paris-Saclay, Le Kremlin-Bicêtre, France
| | - Marc Pallardy
- INSERM UMR 996, Faculty of Pharmacy, Paris-Sud University, Paris-Saclay University, Châtenay-Malabry, France
| | - Philippe Broët
- CESP, INSERM UMR 1018, Faculty of Medicine, Paris-Sud University, UVSQ, Paris-Saclay University, Villejuif, France
- CHU Ste-Justine Research Center, Montreal, Canada
- AP-HP, Paris-Sud University Hospitals, Paul Brousse Hospital, Villejuif, France
- * E-mail: (SH); (PB)
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5
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Prabhu SB, Rathore DK, Nair D, Chaudhary A, Raza S, Kanodia P, Sopory S, George A, Rath S, Bal V, Tripathi R, Ramji S, Batra A, Aggarwal KC, Chellani HK, Arya S, Agarwal N, Mehta U, Natchu UCM, Wadhwa N, Bhatnagar S. Comparison of Human Neonatal and Adult Blood Leukocyte Subset Composition Phenotypes. PLoS One 2016; 11:e0162242. [PMID: 27610624 PMCID: PMC5017693 DOI: 10.1371/journal.pone.0162242] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2016] [Accepted: 08/21/2016] [Indexed: 12/26/2022] Open
Abstract
The human peripheral leukocyte subset composition depends on genotype variation and pre-natal and post-natal environmental influence diversity. We quantified this composition in adults and neonates, and compared the median values and dispersal ranges of various subsets in them. We confirmed higher frequencies of monocytes and regulatory T cells (Tregs), similar frequencies of neutrophils, and lower frequencies of CD8 T cells, NKT cells, B1 B cells and gamma-delta T cells in neonatal umbilical cord blood. Unlike previous reports, we found higher frequencies of eosinophils and B cells, higher CD4:CD8 ratios, lower frequencies of T cells and iNKT cells, and similar frequencies of CD4 T cells and NK cells in neonates. We characterized monocyte subsets and dendritic cell (DC) subsets in far greater detail than previously reported, using recently described surface markers and gating strategies and observed that neonates had lower frequencies of patrolling monocytes and lower myeloid dendritic cell (mDC):plasmacytoid DC (pDC) ratios. Our data contribute to South Asian reference values for these parameters. We found that dispersal ranges differ between different leukocyte subsets, suggesting differential determination of variation. Further, some subsets were more dispersed in adults than in neonates suggesting influences of postnatal sources of variation, while some show the opposite pattern suggesting influences of developmental process variation. Together, these data and analyses provide interesting biological possibilities for future exploration.
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Affiliation(s)
- Savit B. Prabhu
- Pediatric Biology Center, Translational Health Science and Technology Institute, Faridabad, Haryana, India
- National Institute of Immunology, New Delhi, India
- * E-mail:
| | - Deepak K. Rathore
- Pediatric Biology Center, Translational Health Science and Technology Institute, Faridabad, Haryana, India
| | - Deepa Nair
- Pediatric Biology Center, Translational Health Science and Technology Institute, Faridabad, Haryana, India
| | - Anita Chaudhary
- Pediatric Biology Center, Translational Health Science and Technology Institute, Faridabad, Haryana, India
| | - Saimah Raza
- Pediatric Biology Center, Translational Health Science and Technology Institute, Faridabad, Haryana, India
| | | | - Shailaja Sopory
- Pediatric Biology Center, Translational Health Science and Technology Institute, Faridabad, Haryana, India
| | - Anna George
- National Institute of Immunology, New Delhi, India
| | - Satyajit Rath
- Pediatric Biology Center, Translational Health Science and Technology Institute, Faridabad, Haryana, India
- National Institute of Immunology, New Delhi, India
| | - Vineeta Bal
- Pediatric Biology Center, Translational Health Science and Technology Institute, Faridabad, Haryana, India
- National Institute of Immunology, New Delhi, India
| | - Reva Tripathi
- Department of Obstetrics & Gynecology, Maulana Azad Medical College, New Delhi, India
| | - Siddharth Ramji
- Department of Neonatology, Maulana Azad Medical College, New Delhi, India
| | - Aruna Batra
- Department of Obstetrics & Gynecology, Vardhman Mahavir Medical College and Safdarjung Hospital, New Delhi, India
| | - Kailash C. Aggarwal
- Department of Pediatrics, Vardhman Mahavir Medical College and Safdarjung Hospital, New Delhi, India
| | - Harish K. Chellani
- Department of Pediatrics, Vardhman Mahavir Medical College and Safdarjung Hospital, New Delhi, India
| | - Sugandha Arya
- Department of Pediatrics, Vardhman Mahavir Medical College and Safdarjung Hospital, New Delhi, India
| | - Nidhi Agarwal
- Department of Obstetrics and Gynecology, Gurgaon Civil Hospital, Gurgaon, India
| | - Umesh Mehta
- Department of Pediatrics, Gurgaon Civil Hospital, Gurgaon, India
| | - Uma Chandra Mouli Natchu
- Pediatric Biology Center, Translational Health Science and Technology Institute, Faridabad, Haryana, India
| | - Nitya Wadhwa
- Pediatric Biology Center, Translational Health Science and Technology Institute, Faridabad, Haryana, India
| | - Shinjini Bhatnagar
- Pediatric Biology Center, Translational Health Science and Technology Institute, Faridabad, Haryana, India
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