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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-...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2017
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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. |
format | Online Article Text |
id | pubmed-5702157 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
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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