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Innate immune activity as a predictor of persistent insulin secretion and association with responsiveness to CTLA4-Ig treatment in recent-onset type 1 diabetes

AIMS/HYPOTHESIS: The study aimed to determine whether discrete subtypes of type 1 diabetes exist, based on immunoregulatory profiles at clinical onset, as this has significant implications for disease treatment and prevention as well as the design and analysis of clinical trials. METHODS: Using a pl...

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Autores principales: Cabrera, Susanne M., Engle, Samuel, Kaldunski, Mary, Jia, Shuang, Geoffrey, Rhonda, Simpson, Pippa, Szabo, Aniko, Speake, Cate, Greenbaum, Carla J., Chen, Yi-Guang, Hessner, Martin J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6182660/
https://www.ncbi.nlm.nih.gov/pubmed/30167736
http://dx.doi.org/10.1007/s00125-018-4708-x
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author Cabrera, Susanne M.
Engle, Samuel
Kaldunski, Mary
Jia, Shuang
Geoffrey, Rhonda
Simpson, Pippa
Szabo, Aniko
Speake, Cate
Greenbaum, Carla J.
Chen, Yi-Guang
Hessner, Martin J.
author_facet Cabrera, Susanne M.
Engle, Samuel
Kaldunski, Mary
Jia, Shuang
Geoffrey, Rhonda
Simpson, Pippa
Szabo, Aniko
Speake, Cate
Greenbaum, Carla J.
Chen, Yi-Guang
Hessner, Martin J.
author_sort Cabrera, Susanne M.
collection PubMed
description AIMS/HYPOTHESIS: The study aimed to determine whether discrete subtypes of type 1 diabetes exist, based on immunoregulatory profiles at clinical onset, as this has significant implications for disease treatment and prevention as well as the design and analysis of clinical trials. METHODS: Using a plasma-based transcriptional bioassay and a gene-ontology-based scoring algorithm, we examined local participants from the Children’s Hospital of Wisconsin and conducted an ancillary analysis of TrialNet CTLA4-Ig trial (TN-09) participants. RESULTS: The inflammatory/regulatory balance measured during the post-onset period was highly variable. Notably, a significant inverse relationship was identified between baseline innate inflammatory activity and stimulated C-peptide AUC measured at 3, 6, 12, 18 and 24 months post onset among placebo-treated individuals (p ≤ 0.015). Further, duration of persistent insulin secretion was negatively related to baseline inflammation (p ≤ 0.012) and positively associated with baseline abundance of circulating activated regulatory T cells (CD4(+)/CD45RA(−)/FOXP3(high); p = 0.016). Based on these findings, data from participants treated with CTLA4-Ig were stratified by inflammatory activity at onset; in this way, we identified pathways and transcripts consistent with inhibition of T cell activation and enhanced immunoregulation. Variance among baseline plasma-induced signatures of TN-09 participants was further examined with weighted gene co-expression network analysis and related to clinical metrics. Four age-independent subgroups were identified that differed in terms of baseline innate inflammatory/regulatory bias, rate of C-peptide decline and response to CTLA4-Ig treatment. CONCLUSIONS/INTERPRETATION: These data support the existence of multiple type 1 diabetes subtypes characterised by varying levels of baseline innate inflammation that are associated with the rate of C-peptide decline. DATA AVAILABILITY: Gene expression data files are publicly available through the National Center for Biotechnology Information Gene Expression Omnibus (accession number GSE102234). ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s00125-018-4708-x) contains peer-reviewed but unedited supplementary material, which is available to authorised users.
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spelling pubmed-61826602018-10-24 Innate immune activity as a predictor of persistent insulin secretion and association with responsiveness to CTLA4-Ig treatment in recent-onset type 1 diabetes Cabrera, Susanne M. Engle, Samuel Kaldunski, Mary Jia, Shuang Geoffrey, Rhonda Simpson, Pippa Szabo, Aniko Speake, Cate Greenbaum, Carla J. Chen, Yi-Guang Hessner, Martin J. Diabetologia Article AIMS/HYPOTHESIS: The study aimed to determine whether discrete subtypes of type 1 diabetes exist, based on immunoregulatory profiles at clinical onset, as this has significant implications for disease treatment and prevention as well as the design and analysis of clinical trials. METHODS: Using a plasma-based transcriptional bioassay and a gene-ontology-based scoring algorithm, we examined local participants from the Children’s Hospital of Wisconsin and conducted an ancillary analysis of TrialNet CTLA4-Ig trial (TN-09) participants. RESULTS: The inflammatory/regulatory balance measured during the post-onset period was highly variable. Notably, a significant inverse relationship was identified between baseline innate inflammatory activity and stimulated C-peptide AUC measured at 3, 6, 12, 18 and 24 months post onset among placebo-treated individuals (p ≤ 0.015). Further, duration of persistent insulin secretion was negatively related to baseline inflammation (p ≤ 0.012) and positively associated with baseline abundance of circulating activated regulatory T cells (CD4(+)/CD45RA(−)/FOXP3(high); p = 0.016). Based on these findings, data from participants treated with CTLA4-Ig were stratified by inflammatory activity at onset; in this way, we identified pathways and transcripts consistent with inhibition of T cell activation and enhanced immunoregulation. Variance among baseline plasma-induced signatures of TN-09 participants was further examined with weighted gene co-expression network analysis and related to clinical metrics. Four age-independent subgroups were identified that differed in terms of baseline innate inflammatory/regulatory bias, rate of C-peptide decline and response to CTLA4-Ig treatment. CONCLUSIONS/INTERPRETATION: These data support the existence of multiple type 1 diabetes subtypes characterised by varying levels of baseline innate inflammation that are associated with the rate of C-peptide decline. DATA AVAILABILITY: Gene expression data files are publicly available through the National Center for Biotechnology Information Gene Expression Omnibus (accession number GSE102234). ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s00125-018-4708-x) contains peer-reviewed but unedited supplementary material, which is available to authorised users. Springer Berlin Heidelberg 2018-08-30 2018 /pmc/articles/PMC6182660/ /pubmed/30167736 http://dx.doi.org/10.1007/s00125-018-4708-x Text en © The Author(s) 2018 Open Access This 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.
spellingShingle Article
Cabrera, Susanne M.
Engle, Samuel
Kaldunski, Mary
Jia, Shuang
Geoffrey, Rhonda
Simpson, Pippa
Szabo, Aniko
Speake, Cate
Greenbaum, Carla J.
Chen, Yi-Guang
Hessner, Martin J.
Innate immune activity as a predictor of persistent insulin secretion and association with responsiveness to CTLA4-Ig treatment in recent-onset type 1 diabetes
title Innate immune activity as a predictor of persistent insulin secretion and association with responsiveness to CTLA4-Ig treatment in recent-onset type 1 diabetes
title_full Innate immune activity as a predictor of persistent insulin secretion and association with responsiveness to CTLA4-Ig treatment in recent-onset type 1 diabetes
title_fullStr Innate immune activity as a predictor of persistent insulin secretion and association with responsiveness to CTLA4-Ig treatment in recent-onset type 1 diabetes
title_full_unstemmed Innate immune activity as a predictor of persistent insulin secretion and association with responsiveness to CTLA4-Ig treatment in recent-onset type 1 diabetes
title_short Innate immune activity as a predictor of persistent insulin secretion and association with responsiveness to CTLA4-Ig treatment in recent-onset type 1 diabetes
title_sort innate immune activity as a predictor of persistent insulin secretion and association with responsiveness to ctla4-ig treatment in recent-onset type 1 diabetes
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6182660/
https://www.ncbi.nlm.nih.gov/pubmed/30167736
http://dx.doi.org/10.1007/s00125-018-4708-x
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