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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...

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Autores principales: Nowak, Christoph, Sundström, Johan, Gustafsson, Stefan, Giedraitis, Vilmantas, Lind, Lars, Ingelsson, Erik, Fall, Tove
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Diabetes Association 2016
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.
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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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