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Erschienen in: Diabetologia 6/2014

01.06.2014 | Article

Integrative analysis reveals novel pathways mediating the interaction between adipose tissue and pancreatic islets in obesity in rats

verfasst von: Rita Malpique, Hugo Figueiredo, Yaiza Esteban, Sandra A. Rebuffat, Felicia A. Hanzu, Maria Vinaixa, Oscar Yanes, Xavier Correig, Sílvia Barceló-Batllori, Rosa Gasa, Susana G. Kalko, Ramon Gomis

Erschienen in: Diabetologia | Ausgabe 6/2014

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Abstract

Aims/hypothesis

Comprehensive characterisation of the interrelation between the peripancreatic adipose tissue and the pancreatic islets promises novel insights into the mechanisms that regulate beta cell adaptation to obesity. Here, we sought to determine the main pathways and key molecules mediating the crosstalk between these two tissues during adaptation to obesity by the way of an integrated inter-tissue, multi-platform analysis.

Methods

Wistar rats were fed a standard or cafeteria diet for 30 days. Transcriptomic variations by diet in islets and peripancreatic adipose tissue were examined through microarray analysis. The secretome from peripancreatic adipose tissue was subjected to a non-targeted metabolomic and proteomic analysis. Gene expression variations in islets were integrated with changes in peripancreatic adipose tissue gene expression and protein and metabolite secretion using an integrated inter-tissue pathway and network analysis.

Results

The highest level of data integration, linking genes differentially expressed in both tissues with secretome variations, allowed the identification of significantly enriched canonical pathways, such as the activation of liver/retinoid X receptors, triacylglycerol degradation, and regulation of inflammatory and immune responses, and underscored interaction network hubs, such as cholesterol and the fatty acid binding protein 4, which were unpredicted through single-tissue analysis and have not been previously implicated in the peripancreatic adipose tissue crosstalk with beta cells.

Conclusions/interpretation

The integrated analysis reported here allowed the identification of novel mechanisms and key molecules involved in peripancreatic adipose tissue interrelation with beta cells during the development of obesity; this might help the development of novel strategies to prevent type 2 diabetes.
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Literatur
1.
Zurück zum Zitat Kahn SE, Hull RL, Utzschneider KM (2006) Mechanisms linking obesity to insulin resistance and type 2 diabetes. Nature 444:840–846PubMedCrossRef Kahn SE, Hull RL, Utzschneider KM (2006) Mechanisms linking obesity to insulin resistance and type 2 diabetes. Nature 444:840–846PubMedCrossRef
2.
Zurück zum Zitat Yudkin JS, Eringa E, Stehouwer CD (2005) "Vasocrine" signalling from perivascular fat: a mechanism linking insulin resistance to vascular disease. Lancet 365:1817–1820PubMedCrossRef Yudkin JS, Eringa E, Stehouwer CD (2005) "Vasocrine" signalling from perivascular fat: a mechanism linking insulin resistance to vascular disease. Lancet 365:1817–1820PubMedCrossRef
3.
Zurück zum Zitat Bostrom P, Wu J, Jedrychowski MP et al (2012) A PGC1-alpha-dependent myokine that drives brown-fat-like development of white fat and thermogenesis. Nature 481:463–468PubMedCentralPubMedCrossRef Bostrom P, Wu J, Jedrychowski MP et al (2012) A PGC1-alpha-dependent myokine that drives brown-fat-like development of white fat and thermogenesis. Nature 481:463–468PubMedCentralPubMedCrossRef
4.
Zurück zum Zitat Palau N, Rebuffat SA, Altirriba J et al (2012) Role of IGFBP-3 in the regulation of beta-cell mass during obesity: adipose tissue/beta-cell cross talk. Endocrinology 153:177–187PubMedCrossRef Palau N, Rebuffat SA, Altirriba J et al (2012) Role of IGFBP-3 in the regulation of beta-cell mass during obesity: adipose tissue/beta-cell cross talk. Endocrinology 153:177–187PubMedCrossRef
5.
Zurück zum Zitat Rebuffat SA, Olivera JM, Altirriba J et al (2013) Downregulation of Sfrp5 promotes beta cell proliferation during obesity in the rat. Diabetologia 56:2446–2455PubMedCrossRef Rebuffat SA, Olivera JM, Altirriba J et al (2013) Downregulation of Sfrp5 promotes beta cell proliferation during obesity in the rat. Diabetologia 56:2446–2455PubMedCrossRef
6.
Zurück zum Zitat Claret M, Corominola H, Canals I et al (2005) Tungstate decreases weight gain and adiposity in obese rats through increased thermogenesis and lipid oxidation. Endocrinology 146:4362–4369PubMedCrossRef Claret M, Corominola H, Canals I et al (2005) Tungstate decreases weight gain and adiposity in obese rats through increased thermogenesis and lipid oxidation. Endocrinology 146:4362–4369PubMedCrossRef
7.
Zurück zum Zitat Fernandez-Alvarez J, Barbera A, Nadal B et al (2004) Stable and functional regeneration of pancreatic beta cell population in nSTZ-rats treated with tungstate. Diabetologia 47:470–477PubMedCrossRef Fernandez-Alvarez J, Barbera A, Nadal B et al (2004) Stable and functional regeneration of pancreatic beta cell population in nSTZ-rats treated with tungstate. Diabetologia 47:470–477PubMedCrossRef
8.
Zurück zum Zitat Irizarry RA, Hobbs B, Collin F et al (2003) Exploration, normalization, and summaries of high density oligonucleotide array probe level data. Biostatistics 4:249–264PubMedCrossRef Irizarry RA, Hobbs B, Collin F et al (2003) Exploration, normalization, and summaries of high density oligonucleotide array probe level data. Biostatistics 4:249–264PubMedCrossRef
9.
Zurück zum Zitat Breitling R, Armengaud P, Amtmann A, Herzyk P (2004) Rank products: a simple, yet powerful, new method to detect differentially regulated genes in replicated microarray experiments. FEBS Lett 573:83–92PubMedCrossRef Breitling R, Armengaud P, Amtmann A, Herzyk P (2004) Rank products: a simple, yet powerful, new method to detect differentially regulated genes in replicated microarray experiments. FEBS Lett 573:83–92PubMedCrossRef
10.
Zurück zum Zitat Barcelo-Batllori S, Kalko SG, Esteban Y, Moreno S, Carmona MC, Gomis R (2008) Integration of DIGE and bioinformatics analyses reveals a role of the antiobesity agent tungstate in redox and energy homeostasis pathways in brown adipose tissue. Mol Cell Proteomics 7:378–393PubMedCrossRef Barcelo-Batllori S, Kalko SG, Esteban Y, Moreno S, Carmona MC, Gomis R (2008) Integration of DIGE and bioinformatics analyses reveals a role of the antiobesity agent tungstate in redox and energy homeostasis pathways in brown adipose tissue. Mol Cell Proteomics 7:378–393PubMedCrossRef
11.
Zurück zum Zitat Marouga R, David S, Hawkins E (2005) The development of the DIGE system: 2D fluorescence difference gel analysis technology. Anal Bioanal Chem 382:669–678PubMedCrossRef Marouga R, David S, Hawkins E (2005) The development of the DIGE system: 2D fluorescence difference gel analysis technology. Anal Bioanal Chem 382:669–678PubMedCrossRef
12.
Zurück zum Zitat Karp NA, Kreil DP, Lilley KS (2004) Determining a significant change in protein expression with DeCyder during a pair-wise comparison using two-dimensional difference gel electrophoresis. Proteomics 4:1421–1432PubMedCrossRef Karp NA, Kreil DP, Lilley KS (2004) Determining a significant change in protein expression with DeCyder during a pair-wise comparison using two-dimensional difference gel electrophoresis. Proteomics 4:1421–1432PubMedCrossRef
13.
Zurück zum Zitat Bendtsen JD, Nielsen H, von Heijne G, Brunak S (2004) Improved prediction of signal peptides: SignalP 3.0. J Mol Biol 340:783–795PubMedCrossRef Bendtsen JD, Nielsen H, von Heijne G, Brunak S (2004) Improved prediction of signal peptides: SignalP 3.0. J Mol Biol 340:783–795PubMedCrossRef
15.
Zurück zum Zitat Hanzu FA, Vinaixa M, Papageorgiou A et al (2013) Obesity rather than regional fat depots marks the metabolomic pattern of adipose tissue: an untargeted metabolomic approach. Obesity (Silver Spring). doi:10.1002/oby.20541 Hanzu FA, Vinaixa M, Papageorgiou A et al (2013) Obesity rather than regional fat depots marks the metabolomic pattern of adipose tissue: an untargeted metabolomic approach. Obesity (Silver Spring). doi:10.​1002/​oby.​20541
16.
Zurück zum Zitat Brugnara L, Vinaixa M, Murillo S, et al. Metabolomics approach for analyzing the effects of exercise in subjects with type 1 diabetes mellitus. PLoS ONE 7:e40600 Brugnara L, Vinaixa M, Murillo S, et al. Metabolomics approach for analyzing the effects of exercise in subjects with type 1 diabetes mellitus. PLoS ONE 7:e40600
17.
Zurück zum Zitat Sampey BP, Vanhoose AM, Winfield HM et al (2011) Cafeteria diet is a robust model of human metabolic syndrome with liver and adipose inflammation: comparison to high-fat diet. Obesity (Silver Spring) 19:1109–1117CrossRef Sampey BP, Vanhoose AM, Winfield HM et al (2011) Cafeteria diet is a robust model of human metabolic syndrome with liver and adipose inflammation: comparison to high-fat diet. Obesity (Silver Spring) 19:1109–1117CrossRef
18.
Zurück zum Zitat Joseph SB, Tontonoz P (2003) LXRs: new therapeutic targets in atherosclerosis? Curr Opin Pharmacol 3:192–197PubMedCrossRef Joseph SB, Tontonoz P (2003) LXRs: new therapeutic targets in atherosclerosis? Curr Opin Pharmacol 3:192–197PubMedCrossRef
19.
Zurück zum Zitat Alkhouri N, Gornicka A, Berk MP et al (2010) Adipocyte apoptosis, a link between obesity, insulin resistance, and hepatic steatosis. J Biol Chem 285:3428–3438PubMedCentralPubMedCrossRef Alkhouri N, Gornicka A, Berk MP et al (2010) Adipocyte apoptosis, a link between obesity, insulin resistance, and hepatic steatosis. J Biol Chem 285:3428–3438PubMedCentralPubMedCrossRef
20.
Zurück zum Zitat Roncari DA, Lau DC, Kindler S (1981) Exaggerated replication in culture of adipocyte precursors from massively obese persons. Metabolism 30:425–427PubMedCrossRef Roncari DA, Lau DC, Kindler S (1981) Exaggerated replication in culture of adipocyte precursors from massively obese persons. Metabolism 30:425–427PubMedCrossRef
21.
Zurück zum Zitat Lopez IP, Marti A, Milagro FI et al (2003) DNA microarray analysis of genes differentially expressed in diet-induced (cafeteria) obese rats. Obes Res 11:188–194PubMedCrossRef Lopez IP, Marti A, Milagro FI et al (2003) DNA microarray analysis of genes differentially expressed in diet-induced (cafeteria) obese rats. Obes Res 11:188–194PubMedCrossRef
22.
Zurück zum Zitat Soukas A, Socci ND, Saatkamp BD, Novelli S, Friedman JM (2001) Distinct transcriptional profiles of adipogenesis in vivo and in vitro. J Biol Chem 276:34167–34174PubMedCrossRef Soukas A, Socci ND, Saatkamp BD, Novelli S, Friedman JM (2001) Distinct transcriptional profiles of adipogenesis in vivo and in vitro. J Biol Chem 276:34167–34174PubMedCrossRef
23.
Zurück zum Zitat Keophiphath M, Rouault C, Divoux A, Clement K, Lacasa D (2010) CCL5 promotes macrophage recruitment and survival in human adipose tissue. Arterioscler Thromb Vasc Biol 30:39–45PubMedCrossRef Keophiphath M, Rouault C, Divoux A, Clement K, Lacasa D (2010) CCL5 promotes macrophage recruitment and survival in human adipose tissue. Arterioscler Thromb Vasc Biol 30:39–45PubMedCrossRef
24.
Zurück zum Zitat Kitade H, Sawamoto K, Nagashimada M et al (2012) CCR5 plays a critical role in obesity-induced adipose tissue inflammation and insulin resistance by regulating both macrophage recruitment and M1/M2 status. Diabetes 61:1680–1690PubMedCentralPubMedCrossRef Kitade H, Sawamoto K, Nagashimada M et al (2012) CCR5 plays a critical role in obesity-induced adipose tissue inflammation and insulin resistance by regulating both macrophage recruitment and M1/M2 status. Diabetes 61:1680–1690PubMedCentralPubMedCrossRef
25.
Zurück zum Zitat Kwon EY, Shin SK, Cho YY et al (2012) Time-course microarrays reveal early activation of the immune transcriptome and adipokine dysregulation leads to fibrosis in visceral adipose depots during diet-induced obesity. BMC Genomics 13:450PubMedCentralPubMedCrossRef Kwon EY, Shin SK, Cho YY et al (2012) Time-course microarrays reveal early activation of the immune transcriptome and adipokine dysregulation leads to fibrosis in visceral adipose depots during diet-induced obesity. BMC Genomics 13:450PubMedCentralPubMedCrossRef
26.
Zurück zum Zitat Huber J, Kiefer FW, Zeyda M et al (2008) CC chemokine and CC chemokine receptor profiles in visceral and subcutaneous adipose tissue are altered in human obesity. J Clin Endocrinol Metab 93:3215–3221PubMedCrossRef Huber J, Kiefer FW, Zeyda M et al (2008) CC chemokine and CC chemokine receptor profiles in visceral and subcutaneous adipose tissue are altered in human obesity. J Clin Endocrinol Metab 93:3215–3221PubMedCrossRef
29.
Zurück zum Zitat Ehses JA, Ellingsgaard H, Boni-Schnetzler M, Donath MY (2009) Pancreatic islet inflammation in type 2 diabetes: from alpha and beta cell compensation to dysfunction. Arch Physiol Biochem 115:240–247PubMedCrossRef Ehses JA, Ellingsgaard H, Boni-Schnetzler M, Donath MY (2009) Pancreatic islet inflammation in type 2 diabetes: from alpha and beta cell compensation to dysfunction. Arch Physiol Biochem 115:240–247PubMedCrossRef
30.
Zurück zum Zitat Ehses JA, Perren A, Eppler E et al (2007) Increased number of islet-associated macrophages in type 2 diabetes. Diabetes 56:2356–2370PubMedCrossRef Ehses JA, Perren A, Eppler E et al (2007) Increased number of islet-associated macrophages in type 2 diabetes. Diabetes 56:2356–2370PubMedCrossRef
31.
Zurück zum Zitat Lan H, Rabaglia ME, Stoehr JP et al (2003) Gene expression profiles of nondiabetic and diabetic obese mice suggest a role of hepatic lipogenic capacity in diabetes susceptibility. Diabetes 52:688–700PubMedCrossRef Lan H, Rabaglia ME, Stoehr JP et al (2003) Gene expression profiles of nondiabetic and diabetic obese mice suggest a role of hepatic lipogenic capacity in diabetes susceptibility. Diabetes 52:688–700PubMedCrossRef
32.
Zurück zum Zitat Homo-Delarche F, Calderari S, Irminger JC et al (2006) Islet inflammation and fibrosis in a spontaneous model of type 2 diabetes, the GK rat. Diabetes 55:1625–1633PubMedCrossRef Homo-Delarche F, Calderari S, Irminger JC et al (2006) Islet inflammation and fibrosis in a spontaneous model of type 2 diabetes, the GK rat. Diabetes 55:1625–1633PubMedCrossRef
33.
Zurück zum Zitat Li X, Zhang L, Meshinchi S et al (2006) Islet microvasculature in islet hyperplasia and failure in a model of type 2 diabetes. Diabetes 55:2965–2973PubMedCrossRef Li X, Zhang L, Meshinchi S et al (2006) Islet microvasculature in islet hyperplasia and failure in a model of type 2 diabetes. Diabetes 55:2965–2973PubMedCrossRef
34.
Zurück zum Zitat Nadler ST, Stoehr JP, Schueler KL, Tanimoto G, Yandell BS, Attie AD (2000) The expression of adipogenic genes is decreased in obesity and diabetes mellitus. Proc Natl Acad Sci U S A 97:11371–11376PubMedCentralPubMedCrossRef Nadler ST, Stoehr JP, Schueler KL, Tanimoto G, Yandell BS, Attie AD (2000) The expression of adipogenic genes is decreased in obesity and diabetes mellitus. Proc Natl Acad Sci U S A 97:11371–11376PubMedCentralPubMedCrossRef
35.
Zurück zum Zitat van de Woestijne AP, Monajemi H, Kalkhoven E, Visseren FL (2011) Adipose tissue dysfunction and hypertriglyceridemia: mechanisms and management. Obes Rev 12:829–840PubMedCrossRef van de Woestijne AP, Monajemi H, Kalkhoven E, Visseren FL (2011) Adipose tissue dysfunction and hypertriglyceridemia: mechanisms and management. Obes Rev 12:829–840PubMedCrossRef
36.
Zurück zum Zitat Guilherme A, Virbasius JV, Puri V, Czech MP (2008) Adipocyte dysfunctions linking obesity to insulin resistance and type 2 diabetes. Nat Rev Mol Cell Biol 9:367–377PubMedCentralPubMedCrossRef Guilherme A, Virbasius JV, Puri V, Czech MP (2008) Adipocyte dysfunctions linking obesity to insulin resistance and type 2 diabetes. Nat Rev Mol Cell Biol 9:367–377PubMedCentralPubMedCrossRef
37.
Zurück zum Zitat Newgard CB, An J, Bain JR et al (2009) A branched-chain amino acid-related metabolic signature that differentiates obese and lean humans and contributes to insulin resistance. Cell Metab 9:311–326PubMedCentralPubMedCrossRef Newgard CB, An J, Bain JR et al (2009) A branched-chain amino acid-related metabolic signature that differentiates obese and lean humans and contributes to insulin resistance. Cell Metab 9:311–326PubMedCentralPubMedCrossRef
38.
Zurück zum Zitat Perez-Perez R, Garcia-Santos E, Ortega-Delgado FJ et al (2012) Attenuated metabolism is a hallmark of obesity as revealed by comparative proteomic analysis of human omental adipose tissue. J Proteome 75:783–795CrossRef Perez-Perez R, Garcia-Santos E, Ortega-Delgado FJ et al (2012) Attenuated metabolism is a hallmark of obesity as revealed by comparative proteomic analysis of human omental adipose tissue. J Proteome 75:783–795CrossRef
39.
Zurück zum Zitat Kalaany NY, Mangelsdorf DJ (2006) LXRS and FXR: the yin and yang of cholesterol and fat metabolism. Annu Rev Physiol 68:159–191PubMedCrossRef Kalaany NY, Mangelsdorf DJ (2006) LXRS and FXR: the yin and yang of cholesterol and fat metabolism. Annu Rev Physiol 68:159–191PubMedCrossRef
40.
Zurück zum Zitat Venteclef N, Jakobsson T, Steffensen KR, Treuter E (2011) Metabolic nuclear receptor signaling and the inflammatory acute phase response. Trends Endocrinol Metab 22:333–343PubMedCrossRef Venteclef N, Jakobsson T, Steffensen KR, Treuter E (2011) Metabolic nuclear receptor signaling and the inflammatory acute phase response. Trends Endocrinol Metab 22:333–343PubMedCrossRef
41.
Zurück zum Zitat Joseph SB, Castrillo A, Laffitte BA, Mangelsdorf DJ, Tontonoz P (2003) Reciprocal regulation of inflammation and lipid metabolism by liver X receptors. Nat Med 9:213–219PubMedCrossRef Joseph SB, Castrillo A, Laffitte BA, Mangelsdorf DJ, Tontonoz P (2003) Reciprocal regulation of inflammation and lipid metabolism by liver X receptors. Nat Med 9:213–219PubMedCrossRef
42.
Metadaten
Titel
Integrative analysis reveals novel pathways mediating the interaction between adipose tissue and pancreatic islets in obesity in rats
verfasst von
Rita Malpique
Hugo Figueiredo
Yaiza Esteban
Sandra A. Rebuffat
Felicia A. Hanzu
Maria Vinaixa
Oscar Yanes
Xavier Correig
Sílvia Barceló-Batllori
Rosa Gasa
Susana G. Kalko
Ramon Gomis
Publikationsdatum
01.06.2014
Verlag
Springer Berlin Heidelberg
Erschienen in
Diabetologia / Ausgabe 6/2014
Print ISSN: 0012-186X
Elektronische ISSN: 1432-0428
DOI
https://doi.org/10.1007/s00125-014-3205-0

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