Cargando…

Use of a High-Density Protein Microarray to Identify Autoantibodies in Subjects with Type 2 Diabetes Mellitus and an HLA Background Associated with Reduced Insulin Secretion

New biomarkers for type 2 diabetes mellitus (T2DM) may aid diagnosis, drug development or clinical treatment. Evidence is increasing for the adaptive immune system’s role in T2DM and suggests the presence of unidentified autoantibodies. While high-density protein microarrays have emerged as a useful...

Descripción completa

Detalles Bibliográficos
Autores principales: Chang, Douglas C., Piaggi, Paolo, Hanson, Robert L., Knowler, William C., Bucci, John, Thio, Guene, Hohenadel, Maximilian G., Bogardus, Clifton, Krakoff, Jonathan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4659622/
https://www.ncbi.nlm.nih.gov/pubmed/26606528
http://dx.doi.org/10.1371/journal.pone.0143551
_version_ 1782402654516805632
author Chang, Douglas C.
Piaggi, Paolo
Hanson, Robert L.
Knowler, William C.
Bucci, John
Thio, Guene
Hohenadel, Maximilian G.
Bogardus, Clifton
Krakoff, Jonathan
author_facet Chang, Douglas C.
Piaggi, Paolo
Hanson, Robert L.
Knowler, William C.
Bucci, John
Thio, Guene
Hohenadel, Maximilian G.
Bogardus, Clifton
Krakoff, Jonathan
author_sort Chang, Douglas C.
collection PubMed
description New biomarkers for type 2 diabetes mellitus (T2DM) may aid diagnosis, drug development or clinical treatment. Evidence is increasing for the adaptive immune system’s role in T2DM and suggests the presence of unidentified autoantibodies. While high-density protein microarrays have emerged as a useful technology to identify possible novel autoantigens in autoimmune diseases, its application in T2DM has lagged. In Pima Indians, the HLA haplotype (HLA-DRB1*02) is protective against T2DM and, when studied when they have normal glucose tolerance, subjects with this HLA haplotype have higher insulin secretion compared to those without the protective haplotype. Possible autoantibody biomarkers were identified using microarrays containing 9480 proteins in plasma from Pima Indians with T2DM without the protective haplotype (n = 7) compared with those with normal glucose regulation (NGR) with the protective haplotype (n = 11). A subsequent validation phase involving 45 cases and 45 controls, matched by age, sex and specimen storage time, evaluated 77 proteins. Eleven autoantigens had higher antibody signals among T2DM subjects with the lower insulin-secretion HLA background compared with NGR subjects with the higher insulin-secretion HLA background (p<0.05, adjusted for multiple comparisons). PPARG2 and UBE2M had lowest p-values (adjusted p = 0.023) while PPARG2 and RGS17 had highest case-to-control antibody signal ratios (1.7). A multi-protein classifier involving the 11 autoantigens had sensitivity, specificity, and area under the receiver operating characteristics curve of 0.73, 0.80, and 0.83 (95% CI 0.74–0.91, p = 3.4x10(-8)), respectively. This study identified 11 novel autoantigens which were associated with T2DM and an HLA background associated with reduced insulin secretion. While further studies are needed to distinguish whether these antibodies are associated with insulin secretion via the HLA background, T2DM more broadly, or a combination of the two, this study may aid the search for autoantibody biomarkers by narrowing the list of protein targets.
format Online
Article
Text
id pubmed-4659622
institution National Center for Biotechnology Information
language English
publishDate 2015
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-46596222015-12-02 Use of a High-Density Protein Microarray to Identify Autoantibodies in Subjects with Type 2 Diabetes Mellitus and an HLA Background Associated with Reduced Insulin Secretion Chang, Douglas C. Piaggi, Paolo Hanson, Robert L. Knowler, William C. Bucci, John Thio, Guene Hohenadel, Maximilian G. Bogardus, Clifton Krakoff, Jonathan PLoS One Research Article New biomarkers for type 2 diabetes mellitus (T2DM) may aid diagnosis, drug development or clinical treatment. Evidence is increasing for the adaptive immune system’s role in T2DM and suggests the presence of unidentified autoantibodies. While high-density protein microarrays have emerged as a useful technology to identify possible novel autoantigens in autoimmune diseases, its application in T2DM has lagged. In Pima Indians, the HLA haplotype (HLA-DRB1*02) is protective against T2DM and, when studied when they have normal glucose tolerance, subjects with this HLA haplotype have higher insulin secretion compared to those without the protective haplotype. Possible autoantibody biomarkers were identified using microarrays containing 9480 proteins in plasma from Pima Indians with T2DM without the protective haplotype (n = 7) compared with those with normal glucose regulation (NGR) with the protective haplotype (n = 11). A subsequent validation phase involving 45 cases and 45 controls, matched by age, sex and specimen storage time, evaluated 77 proteins. Eleven autoantigens had higher antibody signals among T2DM subjects with the lower insulin-secretion HLA background compared with NGR subjects with the higher insulin-secretion HLA background (p<0.05, adjusted for multiple comparisons). PPARG2 and UBE2M had lowest p-values (adjusted p = 0.023) while PPARG2 and RGS17 had highest case-to-control antibody signal ratios (1.7). A multi-protein classifier involving the 11 autoantigens had sensitivity, specificity, and area under the receiver operating characteristics curve of 0.73, 0.80, and 0.83 (95% CI 0.74–0.91, p = 3.4x10(-8)), respectively. This study identified 11 novel autoantigens which were associated with T2DM and an HLA background associated with reduced insulin secretion. While further studies are needed to distinguish whether these antibodies are associated with insulin secretion via the HLA background, T2DM more broadly, or a combination of the two, this study may aid the search for autoantibody biomarkers by narrowing the list of protein targets. Public Library of Science 2015-11-25 /pmc/articles/PMC4659622/ /pubmed/26606528 http://dx.doi.org/10.1371/journal.pone.0143551 Text en https://creativecommons.org/publicdomain/zero/1.0/ This is an open-access article distributed under the terms of the Creative Commons Public Domain declaration, which stipulates that, once placed in the public domain, this work may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose.
spellingShingle Research Article
Chang, Douglas C.
Piaggi, Paolo
Hanson, Robert L.
Knowler, William C.
Bucci, John
Thio, Guene
Hohenadel, Maximilian G.
Bogardus, Clifton
Krakoff, Jonathan
Use of a High-Density Protein Microarray to Identify Autoantibodies in Subjects with Type 2 Diabetes Mellitus and an HLA Background Associated with Reduced Insulin Secretion
title Use of a High-Density Protein Microarray to Identify Autoantibodies in Subjects with Type 2 Diabetes Mellitus and an HLA Background Associated with Reduced Insulin Secretion
title_full Use of a High-Density Protein Microarray to Identify Autoantibodies in Subjects with Type 2 Diabetes Mellitus and an HLA Background Associated with Reduced Insulin Secretion
title_fullStr Use of a High-Density Protein Microarray to Identify Autoantibodies in Subjects with Type 2 Diabetes Mellitus and an HLA Background Associated with Reduced Insulin Secretion
title_full_unstemmed Use of a High-Density Protein Microarray to Identify Autoantibodies in Subjects with Type 2 Diabetes Mellitus and an HLA Background Associated with Reduced Insulin Secretion
title_short Use of a High-Density Protein Microarray to Identify Autoantibodies in Subjects with Type 2 Diabetes Mellitus and an HLA Background Associated with Reduced Insulin Secretion
title_sort use of a high-density protein microarray to identify autoantibodies in subjects with type 2 diabetes mellitus and an hla background associated with reduced insulin secretion
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4659622/
https://www.ncbi.nlm.nih.gov/pubmed/26606528
http://dx.doi.org/10.1371/journal.pone.0143551
work_keys_str_mv AT changdouglasc useofahighdensityproteinmicroarraytoidentifyautoantibodiesinsubjectswithtype2diabetesmellitusandanhlabackgroundassociatedwithreducedinsulinsecretion
AT piaggipaolo useofahighdensityproteinmicroarraytoidentifyautoantibodiesinsubjectswithtype2diabetesmellitusandanhlabackgroundassociatedwithreducedinsulinsecretion
AT hansonrobertl useofahighdensityproteinmicroarraytoidentifyautoantibodiesinsubjectswithtype2diabetesmellitusandanhlabackgroundassociatedwithreducedinsulinsecretion
AT knowlerwilliamc useofahighdensityproteinmicroarraytoidentifyautoantibodiesinsubjectswithtype2diabetesmellitusandanhlabackgroundassociatedwithreducedinsulinsecretion
AT buccijohn useofahighdensityproteinmicroarraytoidentifyautoantibodiesinsubjectswithtype2diabetesmellitusandanhlabackgroundassociatedwithreducedinsulinsecretion
AT thioguene useofahighdensityproteinmicroarraytoidentifyautoantibodiesinsubjectswithtype2diabetesmellitusandanhlabackgroundassociatedwithreducedinsulinsecretion
AT hohenadelmaximiliang useofahighdensityproteinmicroarraytoidentifyautoantibodiesinsubjectswithtype2diabetesmellitusandanhlabackgroundassociatedwithreducedinsulinsecretion
AT bogardusclifton useofahighdensityproteinmicroarraytoidentifyautoantibodiesinsubjectswithtype2diabetesmellitusandanhlabackgroundassociatedwithreducedinsulinsecretion
AT krakoffjonathan useofahighdensityproteinmicroarraytoidentifyautoantibodiesinsubjectswithtype2diabetesmellitusandanhlabackgroundassociatedwithreducedinsulinsecretion