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A proteomic signature that reflects pancreatic beta-cell function
AIM: Proteomics has the potential to enhance early identification of beta-cell dysfunction, in conjunction with monitoring the various stages of type 2 diabetes onset. The most routine method of assessing pancreatic beta-cell function is an oral glucose tolerance test, however this method is time co...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6117012/ https://www.ncbi.nlm.nih.gov/pubmed/30161145 http://dx.doi.org/10.1371/journal.pone.0202727 |
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author | Curran, Aoife M. Scott-Boyer, Marie Pier Kaput, Jim Ryan, Miriam F. Drummond, Elaine Gibney, Eileen R. Gibney, Michael J. Roche, Helen M. Brennan, Lorraine |
author_facet | Curran, Aoife M. Scott-Boyer, Marie Pier Kaput, Jim Ryan, Miriam F. Drummond, Elaine Gibney, Eileen R. Gibney, Michael J. Roche, Helen M. Brennan, Lorraine |
author_sort | Curran, Aoife M. |
collection | PubMed |
description | AIM: Proteomics has the potential to enhance early identification of beta-cell dysfunction, in conjunction with monitoring the various stages of type 2 diabetes onset. The most routine method of assessing pancreatic beta-cell function is an oral glucose tolerance test, however this method is time consuming and carries a participant burden. The objectives of this research were to identify protein signatures and pathways related to pancreatic beta-cell function in fasting blood samples. METHODS: Beta-cell function measures were calculated for MECHE study participants who completed an oral glucose tolerance test and had proteomic data (n = 100). Information on 1,129 protein levels was obtained using the SOMAscan assay. Receiver operating characteristic curves were used to assess discriminatory ability of proteins of interest. Subsequent in vitro experiments were performed using the BRIN-BD11 pancreatic beta-cell line. Replication of findings were achieved in a second human cohort where possible. RESULTS: Twenty-two proteins measured by aptamer technology were significantly associated with beta-cell function/HOMA-IR while 17 proteins were significantly associated with the disposition index (p ≤ 0.01). Receiver operator characteristic curves determined the protein panels to have excellent discrimination between low and high beta-cell function. Linear regression analysis determined that beta-endorphin and IL-17F have strong associations with beta-cell function/HOMA-IR, β = 0.039 (p = 0.005) and β = -0.027 (p = 0.013) respectively. Calcineurin and CRTAM were strongly associated with the disposition index (β = 0.005 and β = 0.005 respectively, p = 0.012). In vitro experiments confirmed that IL-17F modulated insulin secretion in the BRIN-BD11 cell line, with the lower concentration of 10 ng/mL significantly increasing glucose stimulated insulin secretion (p = 0.043). CONCLUSIONS: Early detection of compromised beta-cell function could allow for implementation of nutritional and lifestyle interventions before progression to type 2 diabetes. |
format | Online Article Text |
id | pubmed-6117012 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-61170122018-09-16 A proteomic signature that reflects pancreatic beta-cell function Curran, Aoife M. Scott-Boyer, Marie Pier Kaput, Jim Ryan, Miriam F. Drummond, Elaine Gibney, Eileen R. Gibney, Michael J. Roche, Helen M. Brennan, Lorraine PLoS One Research Article AIM: Proteomics has the potential to enhance early identification of beta-cell dysfunction, in conjunction with monitoring the various stages of type 2 diabetes onset. The most routine method of assessing pancreatic beta-cell function is an oral glucose tolerance test, however this method is time consuming and carries a participant burden. The objectives of this research were to identify protein signatures and pathways related to pancreatic beta-cell function in fasting blood samples. METHODS: Beta-cell function measures were calculated for MECHE study participants who completed an oral glucose tolerance test and had proteomic data (n = 100). Information on 1,129 protein levels was obtained using the SOMAscan assay. Receiver operating characteristic curves were used to assess discriminatory ability of proteins of interest. Subsequent in vitro experiments were performed using the BRIN-BD11 pancreatic beta-cell line. Replication of findings were achieved in a second human cohort where possible. RESULTS: Twenty-two proteins measured by aptamer technology were significantly associated with beta-cell function/HOMA-IR while 17 proteins were significantly associated with the disposition index (p ≤ 0.01). Receiver operator characteristic curves determined the protein panels to have excellent discrimination between low and high beta-cell function. Linear regression analysis determined that beta-endorphin and IL-17F have strong associations with beta-cell function/HOMA-IR, β = 0.039 (p = 0.005) and β = -0.027 (p = 0.013) respectively. Calcineurin and CRTAM were strongly associated with the disposition index (β = 0.005 and β = 0.005 respectively, p = 0.012). In vitro experiments confirmed that IL-17F modulated insulin secretion in the BRIN-BD11 cell line, with the lower concentration of 10 ng/mL significantly increasing glucose stimulated insulin secretion (p = 0.043). CONCLUSIONS: Early detection of compromised beta-cell function could allow for implementation of nutritional and lifestyle interventions before progression to type 2 diabetes. Public Library of Science 2018-08-30 /pmc/articles/PMC6117012/ /pubmed/30161145 http://dx.doi.org/10.1371/journal.pone.0202727 Text en © 2018 Curran 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 Curran, Aoife M. Scott-Boyer, Marie Pier Kaput, Jim Ryan, Miriam F. Drummond, Elaine Gibney, Eileen R. Gibney, Michael J. Roche, Helen M. Brennan, Lorraine A proteomic signature that reflects pancreatic beta-cell function |
title | A proteomic signature that reflects pancreatic beta-cell function |
title_full | A proteomic signature that reflects pancreatic beta-cell function |
title_fullStr | A proteomic signature that reflects pancreatic beta-cell function |
title_full_unstemmed | A proteomic signature that reflects pancreatic beta-cell function |
title_short | A proteomic signature that reflects pancreatic beta-cell function |
title_sort | proteomic signature that reflects pancreatic beta-cell function |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6117012/ https://www.ncbi.nlm.nih.gov/pubmed/30161145 http://dx.doi.org/10.1371/journal.pone.0202727 |
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