Evidence map›Paper›PMID 33125391›Full record

ArticlePLoS medicine2020

Clinicogenomic factors of biotherapy immunogenicity in autoimmune disease: A prospective multicohort study of the ABIRISK consortium.

Signe Hässler, Delphine Bachelet, Julianne Duhaze, Natacha Szely, Aude Gleizes, Salima Hacein-Bey Abina, Orhan Aktas, Michael Auer, Jerôme Avouac, Mary Birchler and 52 more

Open access · goldAbstract read
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Article in PLoS medicine, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 33 papers.

0numbers the graph read from it
0cells of the map it votes in
33citing papers in PubMed
3.1field-weighted citation impact, top 6% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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3 · Its place in the literature

Who cites it

33 citing papers in PubMed, 55 citations in OpenAlex.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

62 authors at 20 institutions in 15 countries.

Signe HässlerCESP, INSERM UMR 1018, Faculty of Medicine, Paris-Sud University, UVSQ, Paris-Saclay University, Villejuif, France.ORCID 0000-0003-4263-3079
Delphine BacheletCESP, INSERM UMR 1018, Faculty of Medicine, Paris-Sud University, UVSQ, Paris-Saclay University, Villejuif, France.ORCID 0000-0003-0547-008X
Julianne DuhazeCESP, INSERM UMR 1018, Faculty of Medicine, Paris-Sud University, UVSQ, Paris-Saclay University, Villejuif, France.ORCID 0000-0003-2377-6162
Natacha SzelyINSERM UMR 996, Faculty of Pharmacy, Paris-Sud University, Paris-Saclay University, Châtenay-Malabry, France.
Aude GleizesINSERM UMR 996, Faculty of Pharmacy, Paris-Sud University, Paris-Saclay University, Châtenay-Malabry, France.
Salima Hacein-Bey AbinaClinical Immunology Laboratory, AP-HP, Le Kremlin-Bicêtre Hospital, Paris-Sud University Hospitals, Le Kremlin-Bicêtre, France.
Orhan AktasUniversity of Düsseldorf, Medical Faculty, Department of Neurology, Düsseldorf, Germany.ORCID 0000-0002-2020-9210
Michael AuerInnsbruck Medical University, Department of Neurology, Innsbruck, Austria.ORCID 0000-0002-5117-4225
Jerôme AvouacParis University, Paris Descartes University, INSERM U1016, Paris, France.ORCID 0000-0002-2463-218X
Mary BirchlerGlaxoSmithKline, Clinical Immunology-Biopharm, Collegeville, Pennsylvania, United States of America.
Yoram BouhnikAP-HP, Hôpital Beaujon, Paris, France.
Olivier BrocqPrincess Grace Hospital, Rheumatology, Monaco.
Dorothea Buck-MartinDepartment of Neurology, Technische Universität München, Munich, Germany.
Guillaume CadiotGETAID, Paris, France.
Franck CarbonnelGETAID, Paris, France.
Yehuda ChowersDepartment 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 ComabellaServei 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.ORCID 0000-0002-2373-6657
Tobias DerfussDepartments of Biomedicine and Neurology, University Hospital Basel and University of Basel, Basel, Switzerland.
Niek De VriesRheumatology & Clinical Immunology, Amsterdam UMC | AMC, University of Amsterdam, Amsterdam, the Netherlands.ORCID 0000-0002-6257-8604
Naoimh DonnellanIpsen Biopharm Ltd, Berkshire, United Kingdom.
Abiba DoukaniSorbonne 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 GugerClinic for Neurology 2, Med Campus III, Kepler University Hospital GmbH, Linz, Austria.ORCID 0000-0001-8219-781X
Hans-Peter HartungUniversity of Düsseldorf, Medical Faculty, Department of Neurology, Düsseldorf, Germany.
Eva Kubala HavrdovaDepartment of Neurology and Center of Clinical Neuroscience, First Faculty of Medicine, Charles University and General University Hospital, Prague, Czech Republic.ORCID 0000-0002-9543-4359
Bernhard HemmerDepartment of Neurology, Technische Universität München, Munich, Germany.
Tom HuizingaDepartment of Rheumatology, Leiden University Medical Center, Leiden, the Netherlands.
Kathleen IngenhovenUniversity of Düsseldorf, Medical Faculty, Department of Neurology, Düsseldorf, Germany.
Poul Erik Hyldgaard-JensenDanish Multiple Sclerosis Center, Department of Neurology, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark.
Elizabeth C JuryCentre for Rheumatology Research, University College London, London, United Kingdom.ORCID 0000-0002-2389-3396
Michael KhalilDepartment of Neurology, Medical University of Graz, Austria.ORCID 0000-0002-5350-3328
Bernd KieseierUniversity of Düsseldorf, Medical Faculty, Department of Neurology, Düsseldorf, Germany.
Anna LaurénSvar Life Science, Malmö, Sweden.
Raija LindbergDepartments of Biomedicine and Neurology, University Hospital Basel and University of Basel, Basel, Switzerland.ORCID 0000-0003-3349-314X
Amy LoercherGlaxoSmithKline, Clinical Immunology-Biopharm, Collegeville, Pennsylvania, United States of America.ORCID 0000-0001-8353-7441
Enrico MaggiDipartimento di Medicina Sperimentale e Clínica, Università di Firenze, Firenze, Italy.
Jessica MansonDepartment of Rheumatology, University College London Hospital, London, United Kingdom.ORCID 0000-0002-1209-4417
Claudia MauriCentre for Rheumatology Research, University College London, London, United Kingdom.
Badreddine Mohand OumoussaSorbonne 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 MontalbanServei 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.
Maria NachuryGETAID, Paris, France.ORCID 0000-0001-9583-8946
Petra NytrovaDepartment of Neurology and Center of Clinical Neuroscience, First Faculty of Medicine, Charles University and General University Hospital, Prague, Czech Republic.
Christophe RichezRheumatology Department, CHU de Bordeaux-GH Pellegrin, Bordeaux, France.
Malin RynerDepartment of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden.
Finn SellebjergDanish Multiple Sclerosis Center, Department of Neurology, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark.
Claudia SieversDepartments of Biomedicine and Neurology, University Hospital Basel and University of Basel, Basel, Switzerland.
Dan SikkemaGlaxoSmithKline, Clinical Immunology-Biopharm, Collegeville, Pennsylvania, United States of America.
Martin SoubrierRheumatology, University Hospital of Clermont Ferrand, Clermont Ferrand, France.ORCID 0000-0001-9349-0720
Sophie TourdotINSERM UMR 996, Faculty of Pharmacy, Paris-Sud University, Paris-Saclay University, Châtenay-Malabry, France.
Caroline TrangGETAID, Paris, France.ORCID 0000-0001-9140-5844
Alessandra VultaggioDipartimento di Medicina Sperimentale e Clínica, Università di Firenze, Firenze, Italy.
Clemens WarnkeUniversity of Düsseldorf, Medical Faculty, Department of Neurology, Düsseldorf, Germany.ORCID 0000-0002-3510-9255
Sebastian SpindeldreherDrug Metabolism Pharmacokinetics-Biologics, Novartis Institutes for Biomedical Research, Basel, Switzerland.ORCID 0000-0003-4682-9538
Pierre DönnesSciCross AB, Skövde, Sweden.ORCID 0000-0002-4613-2952
Timothy P HicklingBioMedicine Design, Pfizer, Inc., Andover, Massachusetts, United States of America.
Agnès Hincelin MerySanofi, Chilly-Mazarin, France.
Matthieu AllezGETAID, Paris, France.ORCID 0000-0002-2012-7522
Florian DeisenhammerInnsbruck Medical University, Department of Neurology, Innsbruck, Austria.ORCID 0000-0003-4541-8841
Anna Fogdell-HahnDepartment of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden.ORCID 0000-0002-0311-9184
Xavier MarietteCentre for Immunology of Viral Infections and Autoimmune Diseases, INSERM UMR 1184, Université Paris-Saclay, AP-HP.Université Paris-Saclay, Le Kremlin-Bicêtre, France.ORCID 0000-0002-4244-5417
Marc PallardyINSERM UMR 996, Faculty of Pharmacy, Paris-Sud University, Paris-Saclay University, Châtenay-Malabry, France.
Philippe BroëtCESP, INSERM UMR 1018, Faculty of Medicine, Paris-Sud University, UVSQ, Paris-Saclay University, Villejuif, France.ORCID 0000-0001-9122-2810
ABIRISK consortium
Université Paris-Sud · FRHeinrich Heine University Düsseldorf · DEGlaxoSmithKline (United Kingdom) · GBInserm · FRUniversity of Basel · CHCharles University · CZInnsbruck Medical University · ATKarolinska Institutet · SEUniversity College London · GBUniversity of Copenhagen · DKAssistance Publique – Hôpitaux de Paris · FRCentre Hospitalier Universitaire de Nantes · FRCentre National de la Recherche Scientifique · FRDélégation Paris 5 · FRDélégation Paris 7 · FRGroupe d'Étude Thérapeutique des Affections Inflammatoires du Tube Digestif · FRHôpital Beaujon · FRIstituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori · ITKepler Universitätsklinikum · ATLeiden University Medical Center · NL

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundBiopharmaceutical 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

findingsThe 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.

conclusionIn 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.

Indexed as

AdalimumabAdultAntibodies, Monoclonal, HumanizedArthritis, RheumatoidAutoimmune DiseasesBiological ProductsBiological TherapyCohort StudiesColitis, UlcerativeCrohn DiseaseFemaleGenome-Wide Association StudyHLA-DQ alpha-ChainsHumansImmunosuppressive AgentsInfliximabAdalimumabAntibodies, Monoclonal, HumanizedBiological ProductsHLA-DQA1 antigenHLA-DQ alpha-ChainsImmunosuppressive AgentsInfliximabInterferon beta-1aRituximabtocilizumab

Identifiers

PMID33125391
PMCPMC7598520
OpenAlexW3095158811

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