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HbA(1c) is associated with altered expression in blood of cell cycle- and immune response-related genes
AIMS/HYPOTHESIS: Individuals with type 2 diabetes are heterogeneous in their glycaemic control as tracked by blood HbA(1c) levels. Here, we investigated the extent to which gene expression levels in blood reflect current and future HbA(1c) levels. METHODS: HbA(1c) levels at baseline and 1 and 2 year...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6448931/ https://www.ncbi.nlm.nih.gov/pubmed/29159468 http://dx.doi.org/10.1007/s00125-017-4467-0 |
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author | Slieker, Roderick C. van der Heijden, Amber A. W. A. van Leeuwen, Nienke Mei, Hailiang Nijpels, Giel Beulens, Joline W. J. ’t Hart, Leen M. |
author_facet | Slieker, Roderick C. van der Heijden, Amber A. W. A. van Leeuwen, Nienke Mei, Hailiang Nijpels, Giel Beulens, Joline W. J. ’t Hart, Leen M. |
author_sort | Slieker, Roderick C. |
collection | PubMed |
description | AIMS/HYPOTHESIS: Individuals with type 2 diabetes are heterogeneous in their glycaemic control as tracked by blood HbA(1c) levels. Here, we investigated the extent to which gene expression levels in blood reflect current and future HbA(1c) levels. METHODS: HbA(1c) levels at baseline and 1 and 2 year follow-up were compared with gene expression levels in 391 individuals with type 2 diabetes from the Hoorn Diabetes Care System Cohort (15,564 genes, RNA sequencing). The functions of associated baseline genes were investigated further using pathway enrichment analysis. Using publicly available data, we investigated whether the genes identified are also associated with HbA(1c) in the target tissues, muscle and pancreas. RESULTS: At baseline, 220 genes (1.4%) were associated with baseline HbA(1c). Identified genes were enriched for cell cycle and complement system activation pathways. The association of 15 genes extended to the target tissues, muscle (n = 113) and pancreatic islets (n = 115). At follow-up, expression of 25 genes (0.16%) associated with 1 year HbA(1c) and nine genes (0.06%) with 2 year HbA(1c). Five genes overlapped across all time points, and 18 additional genes between baseline and 1 year follow-up. After adjustment for baseline HbA(1c), the number of significant genes at 1 and 2 years markedly decreased, suggesting that gene expression levels in whole blood reflect the current glycaemic state and but not necessarily the future glycaemic state. CONCLUSIONS/INTERPRETATION: HbA(1c) levels in individuals with type 2 diabetes are associated with expression levels of genes that link to the cell cycle and complement system activation. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s00125-017-4467-0) contains peer-reviewed but unedited supplementary material, which is available to authorised users. |
format | Online Article Text |
id | pubmed-6448931 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-64489312019-04-17 HbA(1c) is associated with altered expression in blood of cell cycle- and immune response-related genes Slieker, Roderick C. van der Heijden, Amber A. W. A. van Leeuwen, Nienke Mei, Hailiang Nijpels, Giel Beulens, Joline W. J. ’t Hart, Leen M. Diabetologia Article AIMS/HYPOTHESIS: Individuals with type 2 diabetes are heterogeneous in their glycaemic control as tracked by blood HbA(1c) levels. Here, we investigated the extent to which gene expression levels in blood reflect current and future HbA(1c) levels. METHODS: HbA(1c) levels at baseline and 1 and 2 year follow-up were compared with gene expression levels in 391 individuals with type 2 diabetes from the Hoorn Diabetes Care System Cohort (15,564 genes, RNA sequencing). The functions of associated baseline genes were investigated further using pathway enrichment analysis. Using publicly available data, we investigated whether the genes identified are also associated with HbA(1c) in the target tissues, muscle and pancreas. RESULTS: At baseline, 220 genes (1.4%) were associated with baseline HbA(1c). Identified genes were enriched for cell cycle and complement system activation pathways. The association of 15 genes extended to the target tissues, muscle (n = 113) and pancreatic islets (n = 115). At follow-up, expression of 25 genes (0.16%) associated with 1 year HbA(1c) and nine genes (0.06%) with 2 year HbA(1c). Five genes overlapped across all time points, and 18 additional genes between baseline and 1 year follow-up. After adjustment for baseline HbA(1c), the number of significant genes at 1 and 2 years markedly decreased, suggesting that gene expression levels in whole blood reflect the current glycaemic state and but not necessarily the future glycaemic state. CONCLUSIONS/INTERPRETATION: HbA(1c) levels in individuals with type 2 diabetes are associated with expression levels of genes that link to the cell cycle and complement system activation. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s00125-017-4467-0) contains peer-reviewed but unedited supplementary material, which is available to authorised users. Springer Berlin Heidelberg 2017-11-20 2018 /pmc/articles/PMC6448931/ /pubmed/29159468 http://dx.doi.org/10.1007/s00125-017-4467-0 Text en © The Author(s) 2017 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 Slieker, Roderick C. van der Heijden, Amber A. W. A. van Leeuwen, Nienke Mei, Hailiang Nijpels, Giel Beulens, Joline W. J. ’t Hart, Leen M. HbA(1c) is associated with altered expression in blood of cell cycle- and immune response-related genes |
title | HbA(1c) is associated with altered expression in blood of cell cycle- and immune response-related genes |
title_full | HbA(1c) is associated with altered expression in blood of cell cycle- and immune response-related genes |
title_fullStr | HbA(1c) is associated with altered expression in blood of cell cycle- and immune response-related genes |
title_full_unstemmed | HbA(1c) is associated with altered expression in blood of cell cycle- and immune response-related genes |
title_short | HbA(1c) is associated with altered expression in blood of cell cycle- and immune response-related genes |
title_sort | hba(1c) is associated with altered expression in blood of cell cycle- and immune response-related genes |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6448931/ https://www.ncbi.nlm.nih.gov/pubmed/29159468 http://dx.doi.org/10.1007/s00125-017-4467-0 |
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