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Cytokine and autoantibody clusters interaction in systemic lupus erythematosus

BACKGROUND: Evidence supports the existence of different subphenotypes in systemic lupus erythematosus (SLE) and the pivotal role of cytokines and autoantibodies, which interact in a highly complex network. Thus, understanding how these complex nonlinear processes are connected and observed in real-...

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Autores principales: Pacheco, Yovana, Barahona-Correa, Julián, Monsalve, Diana M., Acosta-Ampudia, Yeny, Rojas, Manuel, Rodríguez, Yhojan, Saavedra, Juliana, Rodríguez-Jiménez, Mónica, Mantilla, Rubén D., Ramírez-Santana, Carolina, Molano-González, Nicolás, Anaya, Juan-Manuel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5702157/
https://www.ncbi.nlm.nih.gov/pubmed/29178890
http://dx.doi.org/10.1186/s12967-017-1345-y
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author Pacheco, Yovana
Barahona-Correa, Julián
Monsalve, Diana M.
Acosta-Ampudia, Yeny
Rojas, Manuel
Rodríguez, Yhojan
Saavedra, Juliana
Rodríguez-Jiménez, Mónica
Mantilla, Rubén D.
Ramírez-Santana, Carolina
Molano-González, Nicolás
Anaya, Juan-Manuel
author_facet Pacheco, Yovana
Barahona-Correa, Julián
Monsalve, Diana M.
Acosta-Ampudia, Yeny
Rojas, Manuel
Rodríguez, Yhojan
Saavedra, Juliana
Rodríguez-Jiménez, Mónica
Mantilla, Rubén D.
Ramírez-Santana, Carolina
Molano-González, Nicolás
Anaya, Juan-Manuel
author_sort Pacheco, Yovana
collection PubMed
description BACKGROUND: Evidence supports the existence of different subphenotypes in systemic lupus erythematosus (SLE) and the pivotal role of cytokines and autoantibodies, which interact in a highly complex network. Thus, understanding how these complex nonlinear processes are connected and observed in real-life settings is a major challenge. Cluster approaches may assist in the identification of these subphenotypes, which represent such a phenomenon, and may contribute to the development of personalized medicine. Therefore, the relationship between autoantibody and cytokine clusters in SLE was analyzed. METHODS: This was an exploratory study in which 67 consecutive women with established SLE were assessed. Clinical characteristics including disease activity, a 14-autoantibody profile, and a panel of 15 serum cytokines were measured simultaneously. Mixed-cluster methodology and bivariate analyses were used to define autoantibody and cytokine clusters and to identify associations between them and related variables. RESULTS: First, three clusters of autoantibodies were defined: (1) neutral, (2) antiphospholipid antibodies (APLA)-dominant, and (3) anti-dsDNA/ENA-dominant. Second, eight cytokines showed levels above the threshold thus making possible to find 4 clusters: (1) neutral, (2) chemotactic, (3) G-CSF dominant, and (4) IFNα/Pro-inflammatory. Furthermore, the disease activity was associated with cytokine clusters, which, in turn, were associated with autoantibody clusters. Finally, when all biomarkers were included, three clusters were found: (1) neutral, (2) chemotactic/APLA, and (3) IFN/dsDNA, which were also associated with disease activity. CONCLUSION: These results support the existence of three SLE cytokine-autoantibody driven subphenotypes. They encourage the practice of personalized medicine, and support proof-of-concept studies. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12967-017-1345-y) contains supplementary material, which is available to authorized users.
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spelling pubmed-57021572017-12-04 Cytokine and autoantibody clusters interaction in systemic lupus erythematosus Pacheco, Yovana Barahona-Correa, Julián Monsalve, Diana M. Acosta-Ampudia, Yeny Rojas, Manuel Rodríguez, Yhojan Saavedra, Juliana Rodríguez-Jiménez, Mónica Mantilla, Rubén D. Ramírez-Santana, Carolina Molano-González, Nicolás Anaya, Juan-Manuel J Transl Med Research BACKGROUND: Evidence supports the existence of different subphenotypes in systemic lupus erythematosus (SLE) and the pivotal role of cytokines and autoantibodies, which interact in a highly complex network. Thus, understanding how these complex nonlinear processes are connected and observed in real-life settings is a major challenge. Cluster approaches may assist in the identification of these subphenotypes, which represent such a phenomenon, and may contribute to the development of personalized medicine. Therefore, the relationship between autoantibody and cytokine clusters in SLE was analyzed. METHODS: This was an exploratory study in which 67 consecutive women with established SLE were assessed. Clinical characteristics including disease activity, a 14-autoantibody profile, and a panel of 15 serum cytokines were measured simultaneously. Mixed-cluster methodology and bivariate analyses were used to define autoantibody and cytokine clusters and to identify associations between them and related variables. RESULTS: First, three clusters of autoantibodies were defined: (1) neutral, (2) antiphospholipid antibodies (APLA)-dominant, and (3) anti-dsDNA/ENA-dominant. Second, eight cytokines showed levels above the threshold thus making possible to find 4 clusters: (1) neutral, (2) chemotactic, (3) G-CSF dominant, and (4) IFNα/Pro-inflammatory. Furthermore, the disease activity was associated with cytokine clusters, which, in turn, were associated with autoantibody clusters. Finally, when all biomarkers were included, three clusters were found: (1) neutral, (2) chemotactic/APLA, and (3) IFN/dsDNA, which were also associated with disease activity. CONCLUSION: These results support the existence of three SLE cytokine-autoantibody driven subphenotypes. They encourage the practice of personalized medicine, and support proof-of-concept studies. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12967-017-1345-y) contains supplementary material, which is available to authorized users. BioMed Central 2017-11-25 /pmc/articles/PMC5702157/ /pubmed/29178890 http://dx.doi.org/10.1186/s12967-017-1345-y Text en © The Author(s) 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research
Pacheco, Yovana
Barahona-Correa, Julián
Monsalve, Diana M.
Acosta-Ampudia, Yeny
Rojas, Manuel
Rodríguez, Yhojan
Saavedra, Juliana
Rodríguez-Jiménez, Mónica
Mantilla, Rubén D.
Ramírez-Santana, Carolina
Molano-González, Nicolás
Anaya, Juan-Manuel
Cytokine and autoantibody clusters interaction in systemic lupus erythematosus
title Cytokine and autoantibody clusters interaction in systemic lupus erythematosus
title_full Cytokine and autoantibody clusters interaction in systemic lupus erythematosus
title_fullStr Cytokine and autoantibody clusters interaction in systemic lupus erythematosus
title_full_unstemmed Cytokine and autoantibody clusters interaction in systemic lupus erythematosus
title_short Cytokine and autoantibody clusters interaction in systemic lupus erythematosus
title_sort cytokine and autoantibody clusters interaction in systemic lupus erythematosus
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5702157/
https://www.ncbi.nlm.nih.gov/pubmed/29178890
http://dx.doi.org/10.1186/s12967-017-1345-y
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