Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2017
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
_version_ 1783408758752280576
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
work_keys_str_mv AT sliekerroderickc hba1cisassociatedwithalteredexpressioninbloodofcellcycleandimmuneresponserelatedgenes
AT vanderheijdenamberawa hba1cisassociatedwithalteredexpressioninbloodofcellcycleandimmuneresponserelatedgenes
AT vanleeuwennienke hba1cisassociatedwithalteredexpressioninbloodofcellcycleandimmuneresponserelatedgenes
AT meihailiang hba1cisassociatedwithalteredexpressioninbloodofcellcycleandimmuneresponserelatedgenes
AT nijpelsgiel hba1cisassociatedwithalteredexpressioninbloodofcellcycleandimmuneresponserelatedgenes
AT beulensjolinewj hba1cisassociatedwithalteredexpressioninbloodofcellcycleandimmuneresponserelatedgenes
AT thartleenm hba1cisassociatedwithalteredexpressioninbloodofcellcycleandimmuneresponserelatedgenes