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Clinicogenomic factors of biotherapy immunogenicity in autoimmune disease: A prospective multicohort study of the ABIRISK consortium
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...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7598520/ https://www.ncbi.nlm.nih.gov/pubmed/33125391 http://dx.doi.org/10.1371/journal.pmed.1003348 |
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author | Hässler, Signe Bachelet, Delphine Duhaze, Julianne Szely, Natacha Gleizes, Aude Hacein-Bey Abina, Salima Aktas, Orhan Auer, Michael Avouac, Jerôme Birchler, Mary Bouhnik, Yoram Brocq, Olivier Buck-Martin, Dorothea Cadiot, Guillaume Carbonnel, Franck Chowers, Yehuda Comabella, Manuel Derfuss, Tobias De Vries, Niek Donnellan, Naoimh Doukani, Abiba Guger, Michael Hartung, Hans-Peter Kubala Havrdova, Eva Hemmer, Bernhard Huizinga, Tom Ingenhoven, Kathleen Hyldgaard-Jensen, Poul Erik Jury, Elizabeth C. Khalil, Michael Kieseier, Bernd Laurén, Anna Lindberg, Raija Loercher, Amy Maggi, Enrico Manson, Jessica Mauri, Claudia Mohand Oumoussa, Badreddine Montalban, Xavier Nachury, Maria Nytrova, Petra Richez, Christophe Ryner, Malin Sellebjerg, Finn Sievers, Claudia Sikkema, Dan Soubrier, Martin Tourdot, Sophie Trang, Caroline Vultaggio, Alessandra Warnke, Clemens Spindeldreher, Sebastian Dönnes, Pierre Hickling, Timothy P. Hincelin Mery, Agnès Allez, Matthieu Deisenhammer, Florian Fogdell-Hahn, Anna Mariette, Xavier Pallardy, Marc Broët, Philippe |
author_facet | Hässler, Signe Bachelet, Delphine Duhaze, Julianne Szely, Natacha Gleizes, Aude Hacein-Bey Abina, Salima Aktas, Orhan Auer, Michael Avouac, Jerôme Birchler, Mary Bouhnik, Yoram Brocq, Olivier Buck-Martin, Dorothea Cadiot, Guillaume Carbonnel, Franck Chowers, Yehuda Comabella, Manuel Derfuss, Tobias De Vries, Niek Donnellan, Naoimh Doukani, Abiba Guger, Michael Hartung, Hans-Peter Kubala Havrdova, Eva Hemmer, Bernhard Huizinga, Tom Ingenhoven, Kathleen Hyldgaard-Jensen, Poul Erik Jury, Elizabeth C. Khalil, Michael Kieseier, Bernd Laurén, Anna Lindberg, Raija Loercher, Amy Maggi, Enrico Manson, Jessica Mauri, Claudia Mohand Oumoussa, Badreddine Montalban, Xavier Nachury, Maria Nytrova, Petra Richez, Christophe Ryner, Malin Sellebjerg, Finn Sievers, Claudia Sikkema, Dan Soubrier, Martin Tourdot, Sophie Trang, Caroline Vultaggio, Alessandra Warnke, Clemens Spindeldreher, Sebastian Dönnes, Pierre Hickling, Timothy P. Hincelin Mery, Agnès Allez, Matthieu Deisenhammer, Florian Fogdell-Hahn, Anna Mariette, Xavier Pallardy, Marc Broët, Philippe |
author_sort | Hässler, Signe |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-7598520 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-75985202020-11-03 Clinicogenomic factors of biotherapy immunogenicity in autoimmune disease: A prospective multicohort study of the ABIRISK consortium Hässler, Signe Bachelet, Delphine Duhaze, Julianne Szely, Natacha Gleizes, Aude Hacein-Bey Abina, Salima Aktas, Orhan Auer, Michael Avouac, Jerôme Birchler, Mary Bouhnik, Yoram Brocq, Olivier Buck-Martin, Dorothea Cadiot, Guillaume Carbonnel, Franck Chowers, Yehuda Comabella, Manuel Derfuss, Tobias De Vries, Niek Donnellan, Naoimh Doukani, Abiba Guger, Michael Hartung, Hans-Peter Kubala Havrdova, Eva Hemmer, Bernhard Huizinga, Tom Ingenhoven, Kathleen Hyldgaard-Jensen, Poul Erik Jury, Elizabeth C. Khalil, Michael Kieseier, Bernd Laurén, Anna Lindberg, Raija Loercher, Amy Maggi, Enrico Manson, Jessica Mauri, Claudia Mohand Oumoussa, Badreddine Montalban, Xavier Nachury, Maria Nytrova, Petra Richez, Christophe Ryner, Malin Sellebjerg, Finn Sievers, Claudia Sikkema, Dan Soubrier, Martin Tourdot, Sophie Trang, Caroline Vultaggio, Alessandra Warnke, Clemens Spindeldreher, Sebastian Dönnes, Pierre Hickling, Timothy P. Hincelin Mery, Agnès Allez, Matthieu Deisenhammer, Florian Fogdell-Hahn, Anna Mariette, Xavier Pallardy, Marc Broët, Philippe PLoS Med Research Article 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. Public Library of Science 2020-10-30 /pmc/articles/PMC7598520/ /pubmed/33125391 http://dx.doi.org/10.1371/journal.pmed.1003348 Text en © 2020 Hässler et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Hässler, Signe Bachelet, Delphine Duhaze, Julianne Szely, Natacha Gleizes, Aude Hacein-Bey Abina, Salima Aktas, Orhan Auer, Michael Avouac, Jerôme Birchler, Mary Bouhnik, Yoram Brocq, Olivier Buck-Martin, Dorothea Cadiot, Guillaume Carbonnel, Franck Chowers, Yehuda Comabella, Manuel Derfuss, Tobias De Vries, Niek Donnellan, Naoimh Doukani, Abiba Guger, Michael Hartung, Hans-Peter Kubala Havrdova, Eva Hemmer, Bernhard Huizinga, Tom Ingenhoven, Kathleen Hyldgaard-Jensen, Poul Erik Jury, Elizabeth C. Khalil, Michael Kieseier, Bernd Laurén, Anna Lindberg, Raija Loercher, Amy Maggi, Enrico Manson, Jessica Mauri, Claudia Mohand Oumoussa, Badreddine Montalban, Xavier Nachury, Maria Nytrova, Petra Richez, Christophe Ryner, Malin Sellebjerg, Finn Sievers, Claudia Sikkema, Dan Soubrier, Martin Tourdot, Sophie Trang, Caroline Vultaggio, Alessandra Warnke, Clemens Spindeldreher, Sebastian Dönnes, Pierre Hickling, Timothy P. Hincelin Mery, Agnès Allez, Matthieu Deisenhammer, Florian Fogdell-Hahn, Anna Mariette, Xavier Pallardy, Marc Broët, Philippe Clinicogenomic factors of biotherapy immunogenicity in autoimmune disease: A prospective multicohort study of the ABIRISK consortium |
title | Clinicogenomic factors of biotherapy immunogenicity in autoimmune disease: A prospective multicohort study of the ABIRISK consortium |
title_full | Clinicogenomic factors of biotherapy immunogenicity in autoimmune disease: A prospective multicohort study of the ABIRISK consortium |
title_fullStr | Clinicogenomic factors of biotherapy immunogenicity in autoimmune disease: A prospective multicohort study of the ABIRISK consortium |
title_full_unstemmed | Clinicogenomic factors of biotherapy immunogenicity in autoimmune disease: A prospective multicohort study of the ABIRISK consortium |
title_short | Clinicogenomic factors of biotherapy immunogenicity in autoimmune disease: A prospective multicohort study of the ABIRISK consortium |
title_sort | clinicogenomic factors of biotherapy immunogenicity in autoimmune disease: a prospective multicohort study of the abirisk consortium |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7598520/ https://www.ncbi.nlm.nih.gov/pubmed/33125391 http://dx.doi.org/10.1371/journal.pmed.1003348 |
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