Skip to main content
Top
Published in: Diabetologia 3/2016

Open Access 01-03-2016 | Article

Ageing is associated with molecular signatures of inflammation and type 2 diabetes in rat pancreatic islets

Authors: Ionel Sandovici, Constanze M. Hammerle, Wendy N. Cooper, Noel H. Smith, Jane L. Tarry-Adkins, Benjamin J. Dunmore, Julien Bauer, Simon R. Andrews, Giles S. H. Yeo, Susan E. Ozanne, Miguel Constância

Published in: Diabetologia | Issue 3/2016

Login to get access

Abstract

Aims/hypothesis

Ageing is a major risk factor for development of metabolic diseases such as type 2 diabetes. Identification of the mechanisms underlying this association could help to elucidate the relationship between age-associated progressive loss of metabolic health and development of type 2 diabetes. We aimed to determine molecular signatures during ageing in the endocrine pancreas.

Methods

Global gene transcription was measured in pancreatic islets isolated from young and old rats by Ilumina BeadChip arrays. Promoter DNA methylation was measured by Sequenom MassArray in 46 genes that showed differential expression with age, and correlations with expression were established. Alterations in morphological and cellular processes with age were determined by immunohistochemical methods.

Results

Age-related changes in gene expression were found at 623 loci (>1.5-fold, false discovery rate [FDR] <5%), with a significant (FDR < 0.05) enrichment in genes previously implicated in islet-cell function (Enpp1, Abcc8), type 2 diabetes (Tspan8, Kcnq1), inflammatory processes (Cxcl9, Il33) and extracellular matrix organisation (Col3a1, Dpt). Age-associated transcriptional differences negatively correlated with promoter DNA methylation at several loci related to inflammation, glucose homeostasis, cell proliferation and cell–matrix interactions (Il33, Cxcl9, Gpr119, Fbp2, Col3a1, Dpt, Spp1).

Conclusions/interpretation

Our findings suggest that a significant proportion of pancreatic islets develop a low-grade ‘chronic’ inflammatory status with ageing and this may trigger altered functional plasticity. Furthermore, we identified changes in expression of genes previously linked to type 2 diabetes and associated changes in DNA methylation that could explain their age-associated dysregulation. These findings provide new insights into key (epi)genetic signatures of the ageing process in islets.
Appendix
Available only for authorised users
Literature
1.
go back to reference Moller N, Gormsen L, Fuglsang J, Gjedsted J (2003) Effects of ageing on insulin secretion and action. Horm Res 60:102–104PubMed Moller N, Gormsen L, Fuglsang J, Gjedsted J (2003) Effects of ageing on insulin secretion and action. Horm Res 60:102–104PubMed
2.
go back to reference Basu R, Breda E, Oberg AL et al (2003) Mechanisms of the age-associated deterioration in glucose tolerance: contribution of alterations in insulin secretion, action, and clearance. Diabetes 52:1738–1748CrossRefPubMed Basu R, Breda E, Oberg AL et al (2003) Mechanisms of the age-associated deterioration in glucose tolerance: contribution of alterations in insulin secretion, action, and clearance. Diabetes 52:1738–1748CrossRefPubMed
3.
go back to reference Muzumdar R, Ma X, Atzmon G, Vuguin P, Yang X, Barzilai N (2004) Decrease in glucose-stimulated insulin secretion with aging is independent of insulin action. Diabetes 53:441–446CrossRefPubMed Muzumdar R, Ma X, Atzmon G, Vuguin P, Yang X, Barzilai N (2004) Decrease in glucose-stimulated insulin secretion with aging is independent of insulin action. Diabetes 53:441–446CrossRefPubMed
5.
go back to reference Feinberg AP (2007) Phenotypic plasticity and the epigenetics of human disease. Nature 447:433–440CrossRefPubMed Feinberg AP (2007) Phenotypic plasticity and the epigenetics of human disease. Nature 447:433–440CrossRefPubMed
6.
go back to reference Rakyan VK, Down TA, Maslau S et al (2010) Human aging-associated DNA hypermethylation occurs preferentially at bivalent chromatin domains. Genome Res 20:434–439PubMedCentralCrossRefPubMed Rakyan VK, Down TA, Maslau S et al (2010) Human aging-associated DNA hypermethylation occurs preferentially at bivalent chromatin domains. Genome Res 20:434–439PubMedCentralCrossRefPubMed
9.
go back to reference Volkmar M, Dedeurwaerder S, Cunha DA et al (2012) DNA methylation profiling identifies epigenetic dysregulation in pancreatic islets from type 2 diabetic patients. EMBO J 31:1405–1426PubMedCentralCrossRefPubMed Volkmar M, Dedeurwaerder S, Cunha DA et al (2012) DNA methylation profiling identifies epigenetic dysregulation in pancreatic islets from type 2 diabetic patients. EMBO J 31:1405–1426PubMedCentralCrossRefPubMed
10.
go back to reference Dayeh T, Volkov P, Salö S et al (2014) Genome-wide DNA methylation analysis of human pancreatic islets from type 2 diabetic and non-diabetic donors identifies candidate genes that influence insulin secretion. PLoS Genet 10:e1004160PubMedCentralCrossRefPubMed Dayeh T, Volkov P, Salö S et al (2014) Genome-wide DNA methylation analysis of human pancreatic islets from type 2 diabetic and non-diabetic donors identifies candidate genes that influence insulin secretion. PLoS Genet 10:e1004160PubMedCentralCrossRefPubMed
11.
go back to reference Azhar S, Ho HY, Reaven E, Reaven GM (1988) Evidence for age-related changes in pyridine nucleotide content of isolated rat islets. Horm Metab Res 20:559–561CrossRefPubMed Azhar S, Ho HY, Reaven E, Reaven GM (1988) Evidence for age-related changes in pyridine nucleotide content of isolated rat islets. Horm Metab Res 20:559–561CrossRefPubMed
12.
go back to reference Ogneva V, Nikolov B (1994) Changes in pancreatic islets in aging Wistar and Zucker rats: a histochemical and ultrastructural morphometric study. Mech Ageing Dev 74:35–46CrossRefPubMed Ogneva V, Nikolov B (1994) Changes in pancreatic islets in aging Wistar and Zucker rats: a histochemical and ultrastructural morphometric study. Mech Ageing Dev 74:35–46CrossRefPubMed
13.
go back to reference Dillberger JE (1994) Age-related pancreatic islet changes in Sprague-Dawley rats. Toxicol Pathol 22:48–55CrossRefPubMed Dillberger JE (1994) Age-related pancreatic islet changes in Sprague-Dawley rats. Toxicol Pathol 22:48–55CrossRefPubMed
14.
go back to reference Molon-Noblot S, Keenan KP, Coleman JB, Hoe CM, Laroque P (2001) The effects of ad libitum overfeeding and moderate and marked dietary restriction on age-related spontaneous pancreatic islet pathology in Sprague-Dawley rats. Toxicol Pathol 29:353–362CrossRefPubMed Molon-Noblot S, Keenan KP, Coleman JB, Hoe CM, Laroque P (2001) The effects of ad libitum overfeeding and moderate and marked dietary restriction on age-related spontaneous pancreatic islet pathology in Sprague-Dawley rats. Toxicol Pathol 29:353–362CrossRefPubMed
15.
go back to reference Imaoka M, Satoh H, Furuhama K (2007) Age- and sex-related differences in spontaneous hemorrhage and fibrosis of the pancreatic islets in Sprague-Dawley rats. Toxicol Pathol 35:388–394CrossRefPubMed Imaoka M, Satoh H, Furuhama K (2007) Age- and sex-related differences in spontaneous hemorrhage and fibrosis of the pancreatic islets in Sprague-Dawley rats. Toxicol Pathol 35:388–394CrossRefPubMed
16.
go back to reference Sandovici I, Smith NH, Nitert MD et al (2011) Maternal diet and aging alter the epigenetic control of a promoter-enhancer interaction at the Hnf4a gene in rat pancreatic islets. Proc Natl Acad Sci U S A 108:5449–5454PubMedCentralCrossRefPubMed Sandovici I, Smith NH, Nitert MD et al (2011) Maternal diet and aging alter the epigenetic control of a promoter-enhancer interaction at the Hnf4a gene in rat pancreatic islets. Proc Natl Acad Sci U S A 108:5449–5454PubMedCentralCrossRefPubMed
18.
go back to reference Junqueira LC, Bignolas G, Brentani RR (1979) Picrosirius staining plus polarization microscopy, a specific method for collagen detection in tissue sections. Histochem J 11:447–455CrossRefPubMed Junqueira LC, Bignolas G, Brentani RR (1979) Picrosirius staining plus polarization microscopy, a specific method for collagen detection in tissue sections. Histochem J 11:447–455CrossRefPubMed
19.
go back to reference Ehrich M, Nelson MR, Stanssens P et al (2005) Quantitative high-throughput analysis of DNA methylation patterns by base-specific cleavage and mass spectrometry. Proc Natl Acad Sci U S A 102:15785–15790PubMedCentralCrossRefPubMed Ehrich M, Nelson MR, Stanssens P et al (2005) Quantitative high-throughput analysis of DNA methylation patterns by base-specific cleavage and mass spectrometry. Proc Natl Acad Sci U S A 102:15785–15790PubMedCentralCrossRefPubMed
20.
go back to reference Zhou L, Cheng X, Connolly BA, Dickman MJ, Hurd PJ, Hornby DP (2002) Zebularine: a novel DNA methylation inhibitor that forms a covalent complex with DNA methyltransferases. J Mol Biol 321:591–599PubMedCentralCrossRefPubMed Zhou L, Cheng X, Connolly BA, Dickman MJ, Hurd PJ, Hornby DP (2002) Zebularine: a novel DNA methylation inhibitor that forms a covalent complex with DNA methyltransferases. J Mol Biol 321:591–599PubMedCentralCrossRefPubMed
21.
go back to reference Gibbs RA, Weinstock GM, Metzker ML et al (2004) Genome sequence of the Brown Norway rat yields insights into mammalian evolution. Nature 428:493–521CrossRefPubMed Gibbs RA, Weinstock GM, Metzker ML et al (2004) Genome sequence of the Brown Norway rat yields insights into mammalian evolution. Nature 428:493–521CrossRefPubMed
22.
go back to reference Dimri GP, Lee X, Basile G et al (1995) A biomarker that identifies senescent human cells in culture and in aging skin in vivo. Proc Natl Acad Sci U S A 92:9363–9367PubMedCentralCrossRefPubMed Dimri GP, Lee X, Basile G et al (1995) A biomarker that identifies senescent human cells in culture and in aging skin in vivo. Proc Natl Acad Sci U S A 92:9363–9367PubMedCentralCrossRefPubMed
23.
go back to reference Taylor PR, Martinez-Pomares L, Stacey M, Lin HH, Brown GD, Gordon S (2005) Macrophage receptors and immune recognition. Annu Rev Immunol 23:901–944CrossRefPubMed Taylor PR, Martinez-Pomares L, Stacey M, Lin HH, Brown GD, Gordon S (2005) Macrophage receptors and immune recognition. Annu Rev Immunol 23:901–944CrossRefPubMed
24.
go back to reference Mantovani A, Sica A, Sozzani S, Allavena P, Vecchi A, Locati M (2004) The chemokine system in diverse forms of macrophage activation and polarization. Trends Immunol 25:677–686CrossRefPubMed Mantovani A, Sica A, Sozzani S, Allavena P, Vecchi A, Locati M (2004) The chemokine system in diverse forms of macrophage activation and polarization. Trends Immunol 25:677–686CrossRefPubMed
25.
go back to reference Montanya E, Nacher V, Biarnés M, Soler J (2000) Linear correlation between beta-cell mass and body weight throughout the lifespan in Lewis rats: role of beta-cell hyperplasia and hypertrophy. Diabetes 49:1341–1346CrossRefPubMed Montanya E, Nacher V, Biarnés M, Soler J (2000) Linear correlation between beta-cell mass and body weight throughout the lifespan in Lewis rats: role of beta-cell hyperplasia and hypertrophy. Diabetes 49:1341–1346CrossRefPubMed
26.
go back to reference Franceschi C, Capri M, Monti D et al (2007) Inflammaging and anti-inflammaging: a systemic perspective on ageing and longevity emerged from studies in humans. Mech Ageing Dev 128:92–105CrossRefPubMed Franceschi C, Capri M, Monti D et al (2007) Inflammaging and anti-inflammaging: a systemic perspective on ageing and longevity emerged from studies in humans. Mech Ageing Dev 128:92–105CrossRefPubMed
27.
go back to reference Martin AP, Rankin S, Pitchford S, Charo IF, Furtado GC, Lira SA (2008) Increased expression of CCL2 in insulin-producing cells of transgenic mice promotes mobilization of myeloid cells from the bone marrow, marked insulitis, and diabetes. Diabetes 57:3025–3033PubMedCentralCrossRefPubMed Martin AP, Rankin S, Pitchford S, Charo IF, Furtado GC, Lira SA (2008) Increased expression of CCL2 in insulin-producing cells of transgenic mice promotes mobilization of myeloid cells from the bone marrow, marked insulitis, and diabetes. Diabetes 57:3025–3033PubMedCentralCrossRefPubMed
28.
go back to reference Coppé JP, Desprez PY, Krtolica A, Campisi J (2010) The senescence-associated secretory phenotype: the dark side of tumor suppression. Annu Rev Pathol 5:99–118PubMedCentralCrossRefPubMed Coppé JP, Desprez PY, Krtolica A, Campisi J (2010) The senescence-associated secretory phenotype: the dark side of tumor suppression. Annu Rev Pathol 5:99–118PubMedCentralCrossRefPubMed
29.
go back to reference Gunton JE, Kulkarni RN, Yim S et al (2005) Loss of ARNT/HIF1beta mediates altered gene expression and pancreatic-islet dysfunction in human type 2 diabetes. Cell 122:337–349CrossRefPubMed Gunton JE, Kulkarni RN, Yim S et al (2005) Loss of ARNT/HIF1beta mediates altered gene expression and pancreatic-islet dysfunction in human type 2 diabetes. Cell 122:337–349CrossRefPubMed
30.
go back to reference Marselli L, Thorne J, Dahiya S et al (2010) Gene expression profiles of beta-cell enriched tissue obtained by laser capture microdissection from subjects with type 2 diabetes. PLoS One 5:e11499PubMedCentralCrossRefPubMed Marselli L, Thorne J, Dahiya S et al (2010) Gene expression profiles of beta-cell enriched tissue obtained by laser capture microdissection from subjects with type 2 diabetes. PLoS One 5:e11499PubMedCentralCrossRefPubMed
31.
go back to reference Cornelis MC, Hu FB (2012) Gene-environment interactions in the development of type 2 diabetes: recent progress and continuing challenges. Annu Rev Nutr 32:245–259CrossRefPubMed Cornelis MC, Hu FB (2012) Gene-environment interactions in the development of type 2 diabetes: recent progress and continuing challenges. Annu Rev Nutr 32:245–259CrossRefPubMed
32.
go back to reference de Magalhães JP, Curado J, Church GM (2009) Meta-analysis of age-related gene expression profiles identifies common signatures of aging. Bioinformatics 25:875–881PubMedCentralCrossRefPubMed de Magalhães JP, Curado J, Church GM (2009) Meta-analysis of age-related gene expression profiles identifies common signatures of aging. Bioinformatics 25:875–881PubMedCentralCrossRefPubMed
33.
go back to reference Tacutu R, Craig T, Budovsky A et al (2013) Human Ageing Genomic Resources: integrated databases and tools for the biology and genetics of ageing. Nucleic Acids Res 41:D1027–D1033PubMedCentralCrossRefPubMed Tacutu R, Craig T, Budovsky A et al (2013) Human Ageing Genomic Resources: integrated databases and tools for the biology and genetics of ageing. Nucleic Acids Res 41:D1027–D1033PubMedCentralCrossRefPubMed
34.
go back to reference Mizuno A, Noma Y, Kuwajima M, Murakami T, Zhu M, Shima K (1999) Changes in islet capillary angioarchitecture coincide with impaired B cell function but not with insulin resistance in male Otsuka-Long-Evans-Tokushima fatty rats: dimorphism of the diabetic phenotype at an advanced age. Metabolism 48:477–483CrossRefPubMed Mizuno A, Noma Y, Kuwajima M, Murakami T, Zhu M, Shima K (1999) Changes in islet capillary angioarchitecture coincide with impaired B cell function but not with insulin resistance in male Otsuka-Long-Evans-Tokushima fatty rats: dimorphism of the diabetic phenotype at an advanced age. Metabolism 48:477–483CrossRefPubMed
35.
go back to reference Augstein P, Salzsieder E (2009) Morphology of pancreatic islets: a time course of pre-diabetes in Zucker fatty rats. Methods Mol Biol 560:159–189CrossRefPubMed Augstein P, Salzsieder E (2009) Morphology of pancreatic islets: a time course of pre-diabetes in Zucker fatty rats. Methods Mol Biol 560:159–189CrossRefPubMed
36.
go back to reference Riccillo FL, Bracamonte MI, Montenegro S, Martínez SM, Ronderos JR (2012) Progressive histopathological changes and β-cell loss in the pancreas of a new spontaneous rat model of type 2 diabetes. Tissue Cell 44:101–110CrossRefPubMed Riccillo FL, Bracamonte MI, Montenegro S, Martínez SM, Ronderos JR (2012) Progressive histopathological changes and β-cell loss in the pancreas of a new spontaneous rat model of type 2 diabetes. Tissue Cell 44:101–110CrossRefPubMed
37.
go back to reference Shen J, Gao J, Chen C (2013) Antifibrotic role of chemokine CXCL9 in experimental chronic pancreatitis induced by trinitrobenzene sulfonic acid in rats. Cytokine 64:382–394CrossRefPubMed Shen J, Gao J, Chen C (2013) Antifibrotic role of chemokine CXCL9 in experimental chronic pancreatitis induced by trinitrobenzene sulfonic acid in rats. Cytokine 64:382–394CrossRefPubMed
39.
go back to reference Avrahami D, Li C, Zhang J et al (2015) Aging-dependent demethylation of regulatory elements correlates with chromatin state and improved β cell function. Cell Metab 22:619–632CrossRefPubMed Avrahami D, Li C, Zhang J et al (2015) Aging-dependent demethylation of regulatory elements correlates with chromatin state and improved β cell function. Cell Metab 22:619–632CrossRefPubMed
Metadata
Title
Ageing is associated with molecular signatures of inflammation and type 2 diabetes in rat pancreatic islets
Authors
Ionel Sandovici
Constanze M. Hammerle
Wendy N. Cooper
Noel H. Smith
Jane L. Tarry-Adkins
Benjamin J. Dunmore
Julien Bauer
Simon R. Andrews
Giles S. H. Yeo
Susan E. Ozanne
Miguel Constância
Publication date
01-03-2016
Publisher
Springer Berlin Heidelberg
Published in
Diabetologia / Issue 3/2016
Print ISSN: 0012-186X
Electronic ISSN: 1432-0428
DOI
https://doi.org/10.1007/s00125-015-3837-8

Other articles of this Issue 3/2016

Diabetologia 3/2016 Go to the issue
Live Webinar | 27-06-2024 | 18:00 (CEST)

Keynote webinar | Spotlight on medication adherence

Live: Thursday 27th June 2024, 18:00-19:30 (CEST)

WHO estimates that half of all patients worldwide are non-adherent to their prescribed medication. The consequences of poor adherence can be catastrophic, on both the individual and population level.

Join our expert panel to discover why you need to understand the drivers of non-adherence in your patients, and how you can optimize medication adherence in your clinics to drastically improve patient outcomes.

Prof. Kevin Dolgin
Prof. Florian Limbourg
Prof. Anoop Chauhan
Developed by: Springer Medicine
Obesity Clinical Trial Summary

At a glance: The STEP trials

A round-up of the STEP phase 3 clinical trials evaluating semaglutide for weight loss in people with overweight or obesity.

Developed by: Springer Medicine