Skip to main content
Top
Published in: Diabetologia 2/2010

Open Access 01-02-2010 | Article

Diet-induced gene expression of isolated pancreatic islets from a polygenic mouse model of the metabolic syndrome

Authors: T. Dreja, Z. Jovanovic, A. Rasche, R. Kluge, R. Herwig, Y. C. L. Tung, H. G. Joost, G. S. H. Yeo, H. Al-Hasani

Published in: Diabetologia | Issue 2/2010

Login to get access

Abstract

Aims/hypothesis

Numerous new genes have recently been identified in genome-wide association studies for type 2 diabetes. Most are highly expressed in beta cells and presumably play important roles in their function. However, these genes account for only a small proportion of total risk and there are likely to be additional candidate genes not detected by current methodology. We therefore investigated islets from the polygenic New Zealand mouse (NZL) model of diet-induced beta cell dysfunction to identify novel genes and pathways that may play a role in the pathogenesis of diabetes.

Methods

NZL mice were fed a diabetogenic high-fat diet (HF) or a diabetes-protective carbohydrate-free HF diet (CHF). Pancreatic islets were isolated by laser capture microdissection (LCM) and subjected to genome-wide transcriptome analyses.

Results

In the prediabetic state, 2,109 islet transcripts were differentially regulated (>1.5-fold) between HF and CHF diets. Of the genes identified, 39 (e.g. Cacna1d, Chd2, Clip2, Igf2bp2, Dach1, Tspan8) correlated with data from the Diabetes Genetics Initiative and Wellcome Trust Case Control Consortium genome-wide scans for type 2 diabetes, thus validating our approach. HF diet induced early changes in gene expression associated with increased cell-cycle progression, proliferation and differentiation of islet cells, and oxidative stress (e.g. Cdkn1b, Tmem27, Pax6, Cat, Prdx4 and Txnip). In addition, pathway analysis identified oxidative phosphorylation as the predominant gene-set that was significantly upregulated in response to the diabetogenic HF diet.

Conclusions/interpretation

We demonstrated that LCM of pancreatic islet cells in combination with transcriptional profiling can be successfully used to identify novel candidate genes for diabetes. Our data strongly implicate glucose-induced oxidative stress in disease progression.
Appendix
Available only for authorised users
Literature
1.
go back to reference Doria A, Patti ME, Kahn CR (2008) The emerging genetic architecture of type 2 diabetes. Cell Metab 8:186–200CrossRefPubMed Doria A, Patti ME, Kahn CR (2008) The emerging genetic architecture of type 2 diabetes. Cell Metab 8:186–200CrossRefPubMed
2.
go back to reference Schmidt C, Gonzaludo NP, Strunk S et al (2008) A meta-analysis of QTL for diabetes-related traits in rodents. Physiol Genomics 34:42–53CrossRefPubMed Schmidt C, Gonzaludo NP, Strunk S et al (2008) A meta-analysis of QTL for diabetes-related traits in rodents. Physiol Genomics 34:42–53CrossRefPubMed
3.
go back to reference Wuschke S, Dahm S, Schmidt C, Joost HG, Al-Hasani H (2007) A meta-analysis of quantitative trait loci associated with body weight and adiposity in mice. Int J Obes (Lond) 31:829–841 Wuschke S, Dahm S, Schmidt C, Joost HG, Al-Hasani H (2007) A meta-analysis of quantitative trait loci associated with body weight and adiposity in mice. Int J Obes (Lond) 31:829–841
4.
5.
go back to reference Poitout V, Robertson RP (2008) Glucolipotoxicity: fuel excess and beta-cell dysfunction. Endocr Rev 29:351–366CrossRefPubMed Poitout V, Robertson RP (2008) Glucolipotoxicity: fuel excess and beta-cell dysfunction. Endocr Rev 29:351–366CrossRefPubMed
6.
go back to reference Stumvoll M, Goldstein BJ, van Haeften TW (2005) Type 2 diabetes: principles of pathogenesis and therapy. Lancet 365:1333–1346CrossRefPubMed Stumvoll M, Goldstein BJ, van Haeften TW (2005) Type 2 diabetes: principles of pathogenesis and therapy. Lancet 365:1333–1346CrossRefPubMed
7.
go back to reference Ahn YB, Xu G, Marselli L et al (2007) Changes in gene expression in beta cells after islet isolation and transplantation using laser-capture microdissection. Diabetologia 50:334–342CrossRefPubMed Ahn YB, Xu G, Marselli L et al (2007) Changes in gene expression in beta cells after islet isolation and transplantation using laser-capture microdissection. Diabetologia 50:334–342CrossRefPubMed
8.
go back to reference Marselli L, Thorne J, Ahn YB et al (2008) Gene expression of purified beta-cell tissue obtained from human pancreas with laser capture microdissection. J Clin Endocrinol Metab 93:1046–1053CrossRefPubMed Marselli L, Thorne J, Ahn YB et al (2008) Gene expression of purified beta-cell tissue obtained from human pancreas with laser capture microdissection. J Clin Endocrinol Metab 93:1046–1053CrossRefPubMed
9.
go back to reference Ruan H, Zarnowski MJ, Cushman SW, Lodish HF (2003) Standard isolation of primary adipose cells from mouse epididymal fat pads induces inflammatory mediators and down-regulates adipocyte genes. J Biol Chem 278:47585–47593CrossRefPubMed Ruan H, Zarnowski MJ, Cushman SW, Lodish HF (2003) Standard isolation of primary adipose cells from mouse epididymal fat pads induces inflammatory mediators and down-regulates adipocyte genes. J Biol Chem 278:47585–47593CrossRefPubMed
10.
go back to reference Jurgens HS, Neschen S, Ortmann S et al (2007) Development of diabetes in obese, insulin-resistant mice: essential role of dietary carbohydrate in beta cell destruction. Diabetologia 50:1481–1489CrossRefPubMed Jurgens HS, Neschen S, Ortmann S et al (2007) Development of diabetes in obese, insulin-resistant mice: essential role of dietary carbohydrate in beta cell destruction. Diabetologia 50:1481–1489CrossRefPubMed
11.
go back to reference Livak KJ, Schmittgen TD (2001) Analysis of relative gene expression data using real-time quantitative PCR and the 2(-Delta Delta C(T)) Method. Methods 25:402–408CrossRefPubMed Livak KJ, Schmittgen TD (2001) Analysis of relative gene expression data using real-time quantitative PCR and the 2(-Delta Delta C(T)) Method. Methods 25:402–408CrossRefPubMed
12.
go back to reference Gentleman RC, Carey VJ, Bates DM et al (2004) Bioconductor: open software development for computational biology and bioinformatics. Genome Biol 5:R80CrossRefPubMed Gentleman RC, Carey VJ, Bates DM et al (2004) Bioconductor: open software development for computational biology and bioinformatics. Genome Biol 5:R80CrossRefPubMed
13.
go back to reference Wu Z, Irizarry RA, Gentleman R, Martinez-Murillo F, Spencer F (2004) A model based background adjustment for oligonucleotide expression arrays. JASA 99:909–917 Wu Z, Irizarry RA, Gentleman R, Martinez-Murillo F, Spencer F (2004) A model based background adjustment for oligonucleotide expression arrays. JASA 99:909–917
14.
go back to reference Dai M, Wang P, Boyd AD et al (2005) Evolving gene/transcript definitions significantly alter the interpretation of GeneChip data. Nucleic Acids Res 33:e175CrossRefPubMed Dai M, Wang P, Boyd AD et al (2005) Evolving gene/transcript definitions significantly alter the interpretation of GeneChip data. Nucleic Acids Res 33:e175CrossRefPubMed
15.
go back to reference Kanehisa M, Goto S (2000) KEGG: Kyoto encyclopedia of genes and genomes. Nucleic Acids Res 28:27–30CrossRefPubMed Kanehisa M, Goto S (2000) KEGG: Kyoto encyclopedia of genes and genomes. Nucleic Acids Res 28:27–30CrossRefPubMed
16.
go back to reference Ashburner M, Ball CA, Blake JA et al (2000) Gene ontology: tool for the unification of biology. The Gene Ontology Consortium. Nat Genet 25:25–29CrossRefPubMed Ashburner M, Ball CA, Blake JA et al (2000) Gene ontology: tool for the unification of biology. The Gene Ontology Consortium. Nat Genet 25:25–29CrossRefPubMed
17.
go back to reference HR KE, Kowald A, Wierling C, Lehrach H (2005) Systems biology in practice. Wiley-VCH, Weinheim HR KE, Kowald A, Wierling C, Lehrach H (2005) Systems biology in practice. Wiley-VCH, Weinheim
18.
go back to reference Cameron DP, Opat F, Insch S (1974) Studies of immunoreactive insulin secretion in NZO mice in vivo. Diabetologia 10(Suppl):649–654CrossRefPubMed Cameron DP, Opat F, Insch S (1974) Studies of immunoreactive insulin secretion in NZO mice in vivo. Diabetologia 10(Suppl):649–654CrossRefPubMed
19.
go back to reference Saxena R, Voight BF, Lyssenko V et al (2007) Genome-wide association analysis identifies loci for type 2 diabetes and triglyceride levels. Science 316:1331–1336CrossRefPubMed Saxena R, Voight BF, Lyssenko V et al (2007) Genome-wide association analysis identifies loci for type 2 diabetes and triglyceride levels. Science 316:1331–1336CrossRefPubMed
20.
go back to reference Zeggini E, Weedon MN, Lindgren CM et al (2007) Replication of genome-wide association signals in UK samples reveals risk loci for type 2 diabetes. Science 316:1336–1341CrossRefPubMed Zeggini E, Weedon MN, Lindgren CM et al (2007) Replication of genome-wide association signals in UK samples reveals risk loci for type 2 diabetes. Science 316:1336–1341CrossRefPubMed
21.
go back to reference Scott LJ, Mohlke KL, Bonnycastle LL et al (2007) A genome-wide association study of type 2 diabetes in Finns detects multiple susceptibility variants. Science 316:1341–1345CrossRefPubMed Scott LJ, Mohlke KL, Bonnycastle LL et al (2007) A genome-wide association study of type 2 diabetes in Finns detects multiple susceptibility variants. Science 316:1341–1345CrossRefPubMed
22.
go back to reference Zeggini E, Scott LJ, Saxena R et al (2008) Meta-analysis of genome-wide association data and large-scale replication identifies additional susceptibility loci for type 2 diabetes. Nat Genet 40:638–645CrossRefPubMed Zeggini E, Scott LJ, Saxena R et al (2008) Meta-analysis of genome-wide association data and large-scale replication identifies additional susceptibility loci for type 2 diabetes. Nat Genet 40:638–645CrossRefPubMed
23.
go back to reference Namkung Y, Skrypnyk N, Jeong MJ et al (2001) Requirement for the L-type Ca(2+) channel alpha(1D) subunit in postnatal pancreatic beta cell generation. J Clin Invest 108:1015–1022PubMed Namkung Y, Skrypnyk N, Jeong MJ et al (2001) Requirement for the L-type Ca(2+) channel alpha(1D) subunit in postnatal pancreatic beta cell generation. J Clin Invest 108:1015–1022PubMed
24.
go back to reference Postic C, Dentin R, Denechaud PD, Girard J (2007) ChREBP, a transcriptional regulator of glucose and lipid metabolism. Annu Rev Nutr 27:179–192CrossRefPubMed Postic C, Dentin R, Denechaud PD, Girard J (2007) ChREBP, a transcriptional regulator of glucose and lipid metabolism. Annu Rev Nutr 27:179–192CrossRefPubMed
25.
go back to reference Leiter EH, Coleman DL, Ingram DK, Reynolds MA (1983) Influence of dietary carbohydrate on the induction of diabetes in C57BL/KsJ-db/db diabetes mice. J Nutr 113:184–195PubMed Leiter EH, Coleman DL, Ingram DK, Reynolds MA (1983) Influence of dietary carbohydrate on the induction of diabetes in C57BL/KsJ-db/db diabetes mice. J Nutr 113:184–195PubMed
26.
go back to reference Plum L, Giesen K, Kluge R et al (2002) Characterisation of the mouse diabetes susceptibility locus Nidd/SJL: islet cell destruction, interaction with the obesity QTL Nob1, and effect of dietary fat. Diabetologia 45:823–830CrossRefPubMed Plum L, Giesen K, Kluge R et al (2002) Characterisation of the mouse diabetes susceptibility locus Nidd/SJL: islet cell destruction, interaction with the obesity QTL Nob1, and effect of dietary fat. Diabetologia 45:823–830CrossRefPubMed
27.
go back to reference Plum L, Kluge R, Giesen K, Altmuller J, Ortlepp JR, Joost HG (2000) Type 2 diabetes-like hyperglycemia in a backcross model of NZO and SJL mice: characterization of a susceptibility locus on chromosome 4 and its relation with obesity. Diabetes 49:1590–1596CrossRefPubMed Plum L, Kluge R, Giesen K, Altmuller J, Ortlepp JR, Joost HG (2000) Type 2 diabetes-like hyperglycemia in a backcross model of NZO and SJL mice: characterization of a susceptibility locus on chromosome 4 and its relation with obesity. Diabetes 49:1590–1596CrossRefPubMed
28.
go back to reference Lavine JA, Raess PW, Davis DB et al (2008) Overexpression of pre-pro-cholecystokinin stimulates beta-cell proliferation in mouse and human islets with retention of islet function. Mol Endocrinol 22:2716–2728CrossRefPubMed Lavine JA, Raess PW, Davis DB et al (2008) Overexpression of pre-pro-cholecystokinin stimulates beta-cell proliferation in mouse and human islets with retention of islet function. Mol Endocrinol 22:2716–2728CrossRefPubMed
29.
go back to reference Akpinar P, Kuwajima S, Krutzfeldt J, Stoffel M (2005) Tmem27: a cleaved and shed plasma membrane protein that stimulates pancreatic beta cell proliferation. Cell Metab 2:385–397CrossRefPubMed Akpinar P, Kuwajima S, Krutzfeldt J, Stoffel M (2005) Tmem27: a cleaved and shed plasma membrane protein that stimulates pancreatic beta cell proliferation. Cell Metab 2:385–397CrossRefPubMed
30.
go back to reference Chen J, Saxena G, Mungrue IN, Lusis AJ, Shalev A (2008) Thioredoxin-interacting protein: a critical link between glucose toxicity and beta-cell apoptosis. Diabetes 57:938–944CrossRefPubMed Chen J, Saxena G, Mungrue IN, Lusis AJ, Shalev A (2008) Thioredoxin-interacting protein: a critical link between glucose toxicity and beta-cell apoptosis. Diabetes 57:938–944CrossRefPubMed
31.
go back to reference Sparks LM, Xie H, Koza RA et al (2005) A high-fat diet coordinately downregulates genes required for mitochondrial oxidative phosphorylation in skeletal muscle. Diabetes 54:1926–1933CrossRefPubMed Sparks LM, Xie H, Koza RA et al (2005) A high-fat diet coordinately downregulates genes required for mitochondrial oxidative phosphorylation in skeletal muscle. Diabetes 54:1926–1933CrossRefPubMed
32.
go back to reference Misu H, Takamura T, Matsuzawa N et al (2007) Genes involved in oxidative phosphorylation are coordinately upregulated with fasting hyperglycaemia in livers of patients with type 2 diabetes. Diabetologia 50:268–277CrossRefPubMed Misu H, Takamura T, Matsuzawa N et al (2007) Genes involved in oxidative phosphorylation are coordinately upregulated with fasting hyperglycaemia in livers of patients with type 2 diabetes. Diabetologia 50:268–277CrossRefPubMed
33.
go back to reference Takamura T, Misu H, Matsuzawa-Nagata N et al (2008) Obesity upregulates genes involved in oxidative phosphorylation in livers of diabetic patients. Obesity (Silver Spring) 16:2601–2609CrossRef Takamura T, Misu H, Matsuzawa-Nagata N et al (2008) Obesity upregulates genes involved in oxidative phosphorylation in livers of diabetic patients. Obesity (Silver Spring) 16:2601–2609CrossRef
34.
go back to reference Bonawitz ND, Chatenay-Lapointe M, Pan Y, Shadel GS (2007) Reduced TOR signaling extends chronological life span via increased respiration and upregulation of mitochondrial gene expression. Cell Metab 5:265–277CrossRefPubMed Bonawitz ND, Chatenay-Lapointe M, Pan Y, Shadel GS (2007) Reduced TOR signaling extends chronological life span via increased respiration and upregulation of mitochondrial gene expression. Cell Metab 5:265–277CrossRefPubMed
35.
go back to reference Houstis N, Rosen ED, Lander ES (2006) Reactive oxygen species have a causal role in multiple forms of insulin resistance. Nature 440:944–948CrossRefPubMed Houstis N, Rosen ED, Lander ES (2006) Reactive oxygen species have a causal role in multiple forms of insulin resistance. Nature 440:944–948CrossRefPubMed
36.
go back to reference Osmundsen H, Bremer J, Pedersen JI (1991) Metabolic aspects of peroxisomal beta-oxidation. Biochim Biophys Acta 1085:141–158PubMed Osmundsen H, Bremer J, Pedersen JI (1991) Metabolic aspects of peroxisomal beta-oxidation. Biochim Biophys Acta 1085:141–158PubMed
37.
go back to reference Brownlee M (2001) Biochemistry and molecular cell biology of diabetic complications. Nature 414:813–820CrossRefPubMed Brownlee M (2001) Biochemistry and molecular cell biology of diabetic complications. Nature 414:813–820CrossRefPubMed
38.
go back to reference Furukawa S, Fujita T, Shimabukuro M et al (2004) Increased oxidative stress in obesity and its impact on metabolic syndrome. J Clin Invest 114:1752–1761PubMed Furukawa S, Fujita T, Shimabukuro M et al (2004) Increased oxidative stress in obesity and its impact on metabolic syndrome. J Clin Invest 114:1752–1761PubMed
39.
go back to reference Urakawa H, Katsuki A, Sumida Y et al (2003) Oxidative stress is associated with adiposity and insulin resistance in men. J Clin Endocrinol Metab 88:4673–4676CrossRefPubMed Urakawa H, Katsuki A, Sumida Y et al (2003) Oxidative stress is associated with adiposity and insulin resistance in men. J Clin Endocrinol Metab 88:4673–4676CrossRefPubMed
40.
go back to reference Cha-Molstad H, Saxena G, Chen J, Shalev A (2009) Glucose-stimulated expression of TXNIP is mediated by CHREBP, p300 and histone H4 acetylation in pancreatic beta cells. J Biol Chem 284:16898–16905CrossRefPubMed Cha-Molstad H, Saxena G, Chen J, Shalev A (2009) Glucose-stimulated expression of TXNIP is mediated by CHREBP, p300 and histone H4 acetylation in pancreatic beta cells. J Biol Chem 284:16898–16905CrossRefPubMed
Metadata
Title
Diet-induced gene expression of isolated pancreatic islets from a polygenic mouse model of the metabolic syndrome
Authors
T. Dreja
Z. Jovanovic
A. Rasche
R. Kluge
R. Herwig
Y. C. L. Tung
H. G. Joost
G. S. H. Yeo
H. Al-Hasani
Publication date
01-02-2010
Publisher
Springer-Verlag
Published in
Diabetologia / Issue 2/2010
Print ISSN: 0012-186X
Electronic ISSN: 1432-0428
DOI
https://doi.org/10.1007/s00125-009-1576-4

Other articles of this Issue 2/2010

Diabetologia 2/2010 Go to the issue
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

Highlights from the ACC 2024 Congress

Year in Review: Pediatric cardiology

Watch Dr. Anne Marie Valente present the last year's highlights in pediatric and congenital heart disease in the official ACC.24 Year in Review session.

Year in Review: Pulmonary vascular disease

The last year's highlights in pulmonary vascular disease are presented by Dr. Jane Leopold in this official video from ACC.24.

Year in Review: Valvular heart disease

Watch Prof. William Zoghbi present the last year's highlights in valvular heart disease from the official ACC.24 Year in Review session.

Year in Review: Heart failure and cardiomyopathies

Watch this official video from ACC.24. Dr. Biykem Bozkurt discuss last year's major advances in heart failure and cardiomyopathies.