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Protein Biomarkers for Insulin Resistance and Type 2 Diabetes Risk in Two Large Community Cohorts
Insulin resistance (IR) is a precursor of type 2 diabetes (T2D), and improved risk prediction and understanding of the pathogenesis are needed. We used a novel high-throughput 92-protein assay to identify circulating biomarkers for HOMA of IR in two cohorts of community residents without diabetes (n...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Diabetes Association
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5860375/ https://www.ncbi.nlm.nih.gov/pubmed/26420861 http://dx.doi.org/10.2337/db15-0881 |
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author | Nowak, Christoph Sundström, Johan Gustafsson, Stefan Giedraitis, Vilmantas Lind, Lars Ingelsson, Erik Fall, Tove |
author_facet | Nowak, Christoph Sundström, Johan Gustafsson, Stefan Giedraitis, Vilmantas Lind, Lars Ingelsson, Erik Fall, Tove |
author_sort | Nowak, Christoph |
collection | PubMed |
description | Insulin resistance (IR) is a precursor of type 2 diabetes (T2D), and improved risk prediction and understanding of the pathogenesis are needed. We used a novel high-throughput 92-protein assay to identify circulating biomarkers for HOMA of IR in two cohorts of community residents without diabetes (n = 1,367) (mean age 73 ± 3.6 years). Adjusted linear regression identified cathepsin D and confirmed six proteins (leptin, renin, interleukin-1 receptor antagonist [IL-1ra], hepatocyte growth factor, fatty acid–binding protein 4, and tissue plasminogen activator [t-PA]) as IR biomarkers. Mendelian randomization analysis indicated a positive causal effect of IR on t-PA concentrations. Two biomarkers, IL-1ra (hazard ratio [HR] 1.28, 95% CI 1.03–1.59) and t-PA (HR 1.30, 1.02–1.65) were associated with incident T2D, and t-PA predicted 5-year transition to hyperglycemia (odds ratio 1.30, 95% CI 1.02–1.65). Additional adjustment for fasting glucose rendered both coefficients insignificant and revealed an association between renin and T2D (HR 0.79, 0.62–0.99). LASSO regression suggested a risk model including IL-1ra, t-PA, and the Framingham Offspring Study T2D score, but prediction improvement was nonsignificant (difference in C-index 0.02, 95% CI −0.08 to 0.12) over the T2D score only. In conclusion, proteomic blood profiling indicated cathepsin D as a new IR biomarker and suggested a causal effect of IR on t-PA. |
format | Online Article Text |
id | pubmed-5860375 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | American Diabetes Association |
record_format | MEDLINE/PubMed |
spelling | pubmed-58603752018-03-28 Protein Biomarkers for Insulin Resistance and Type 2 Diabetes Risk in Two Large Community Cohorts Nowak, Christoph Sundström, Johan Gustafsson, Stefan Giedraitis, Vilmantas Lind, Lars Ingelsson, Erik Fall, Tove Diabetes Genetics/Genomes/Proteomics/Metabolomics Insulin resistance (IR) is a precursor of type 2 diabetes (T2D), and improved risk prediction and understanding of the pathogenesis are needed. We used a novel high-throughput 92-protein assay to identify circulating biomarkers for HOMA of IR in two cohorts of community residents without diabetes (n = 1,367) (mean age 73 ± 3.6 years). Adjusted linear regression identified cathepsin D and confirmed six proteins (leptin, renin, interleukin-1 receptor antagonist [IL-1ra], hepatocyte growth factor, fatty acid–binding protein 4, and tissue plasminogen activator [t-PA]) as IR biomarkers. Mendelian randomization analysis indicated a positive causal effect of IR on t-PA concentrations. Two biomarkers, IL-1ra (hazard ratio [HR] 1.28, 95% CI 1.03–1.59) and t-PA (HR 1.30, 1.02–1.65) were associated with incident T2D, and t-PA predicted 5-year transition to hyperglycemia (odds ratio 1.30, 95% CI 1.02–1.65). Additional adjustment for fasting glucose rendered both coefficients insignificant and revealed an association between renin and T2D (HR 0.79, 0.62–0.99). LASSO regression suggested a risk model including IL-1ra, t-PA, and the Framingham Offspring Study T2D score, but prediction improvement was nonsignificant (difference in C-index 0.02, 95% CI −0.08 to 0.12) over the T2D score only. In conclusion, proteomic blood profiling indicated cathepsin D as a new IR biomarker and suggested a causal effect of IR on t-PA. American Diabetes Association 2016-01 2015-09-29 /pmc/articles/PMC5860375/ /pubmed/26420861 http://dx.doi.org/10.2337/db15-0881 Text en © 2016 by the American Diabetes Association. Readers may use this article as long as the work is properly cited, the use is educational and not for profit, and the work is not altered. |
spellingShingle | Genetics/Genomes/Proteomics/Metabolomics Nowak, Christoph Sundström, Johan Gustafsson, Stefan Giedraitis, Vilmantas Lind, Lars Ingelsson, Erik Fall, Tove Protein Biomarkers for Insulin Resistance and Type 2 Diabetes Risk in Two Large Community Cohorts |
title | Protein Biomarkers for Insulin Resistance and Type 2 Diabetes Risk in Two Large Community Cohorts |
title_full | Protein Biomarkers for Insulin Resistance and Type 2 Diabetes Risk in Two Large Community Cohorts |
title_fullStr | Protein Biomarkers for Insulin Resistance and Type 2 Diabetes Risk in Two Large Community Cohorts |
title_full_unstemmed | Protein Biomarkers for Insulin Resistance and Type 2 Diabetes Risk in Two Large Community Cohorts |
title_short | Protein Biomarkers for Insulin Resistance and Type 2 Diabetes Risk in Two Large Community Cohorts |
title_sort | protein biomarkers for insulin resistance and type 2 diabetes risk in two large community cohorts |
topic | Genetics/Genomes/Proteomics/Metabolomics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5860375/ https://www.ncbi.nlm.nih.gov/pubmed/26420861 http://dx.doi.org/10.2337/db15-0881 |
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