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Published in: Acta Diabetologica 1/2009

01-03-2009 | Original Article

Glycaemic variability and inflammation in subjects with metabolic syndrome

Authors: Silvio Buscemi, Salvatore Verga, Santina Cottone, Vitalba Azzolina, Barbara Buscemi, Diana Gioia, Giovanni Cerasola

Published in: Acta Diabetologica | Issue 1/2009

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Abstract

Subjects who develop diabetes have an increased cardiovascular risk even before the appearance of diabetes. The aim of this study was to investigate the glycaemic variability measured by continuous glucose monitoring (CGM CV%) in nondiabetic subjects with metabolic syndrome (MS) and to explore if glycaemic variability was associated with circulating levels of interleukin-6 (IL-6), a proinflammatory cytokine, or with an anti-inflammatory factor like adiponectin. Three groups of obese subjects with (MS+: 6m, 8f; BMI 33.1 ± 1.4 mean ± SEM) or without metabolic syndrome (MS−: 2m, 4f; BMI 29.2 ± 2.2) and with MS associated with type 2 diabetes (MS/T2D: 3m, 5f; BMI 32.9 ± 1.4) were investigated. The glycaemic variability was measured in all subjects in terms of CV% of the glycaemic values obtained every 3 min during the course of a 48 h CGM performed using a subcutaneous glucose sensor. The average CGM CV% increased from MS− group (21.1%) to the MS+ group (23.9%) and to the MS+/T2D group (27.4%) but it was not correlated to the CGM mean glycaemia (r = 0.20; P = ns). In some instances, CGM CV% was found higher in MS+ subjects than in some MS+ T2D ones. Stepwise multiple correlation analysis showed that IL-6 predicted CGM CV% (R 2 = 0.35, β = 0.13; P < 0.05) independently from BMI, waist circumference, adiponectin and insulin concentrations. In conclusion, the CGM CV% may contribute to better describe the individual metabolic state and to understand the pathogenesis of endothelial dysfunction in non diabetic subjects with MS.
Literature
1.
go back to reference Wright E, Scism-Bacon JL, Glass LC (2006) Oxidative stress in type 2 diabetes: the role of fasting and postprandial glycaemia. Int J Clin Pract 60:308–314PubMedCrossRef Wright E, Scism-Bacon JL, Glass LC (2006) Oxidative stress in type 2 diabetes: the role of fasting and postprandial glycaemia. Int J Clin Pract 60:308–314PubMedCrossRef
2.
go back to reference Haffner SM, Stern MP, Mazuda HP, Mitchell BD, Patterson JK (1990) Cardiovascular risk factors in confirmed prediabetic individuals. Does the clock for coronary heart disease start ticking before the onset of clinical diabetes? JAMA 263:2893–2898PubMedCrossRef Haffner SM, Stern MP, Mazuda HP, Mitchell BD, Patterson JK (1990) Cardiovascular risk factors in confirmed prediabetic individuals. Does the clock for coronary heart disease start ticking before the onset of clinical diabetes? JAMA 263:2893–2898PubMedCrossRef
3.
go back to reference Hu FB, Stampfer MJ, Haffner SM, Solonen CG, Willett WC, Manson JE (2002) Elevated risk of cardiovascular disease prior to clinical diagnosis of type 2 diabetes. Diabetes Care 25:1129–1134PubMedCrossRef Hu FB, Stampfer MJ, Haffner SM, Solonen CG, Willett WC, Manson JE (2002) Elevated risk of cardiovascular disease prior to clinical diagnosis of type 2 diabetes. Diabetes Care 25:1129–1134PubMedCrossRef
4.
go back to reference Stern MP (1995) Diabetes and cardiovascular disease: the “common soil” hypothesis. Diabetes 44:369–374PubMedCrossRef Stern MP (1995) Diabetes and cardiovascular disease: the “common soil” hypothesis. Diabetes 44:369–374PubMedCrossRef
5.
6.
go back to reference Expert Panel on Detection, Evaluation, Treatment of High Blood Cholesterol in Adults (Adult Treatment Panel III) (2001) Executive summary of the third report of the national cholesterol education program (NCEP). JAMA 285:2486–2497CrossRef Expert Panel on Detection, Evaluation, Treatment of High Blood Cholesterol in Adults (Adult Treatment Panel III) (2001) Executive summary of the third report of the national cholesterol education program (NCEP). JAMA 285:2486–2497CrossRef
7.
go back to reference The expert committee on the Diagnosis, Classification of Diabetes Mellitus (2003) Report of the Expert Committee on the Diagnosis and Classification of Diabetes Mellitus. Diabetes Care 26(suppl 1):s5–s20 The expert committee on the Diagnosis, Classification of Diabetes Mellitus (2003) Report of the Expert Committee on the Diagnosis and Classification of Diabetes Mellitus. Diabetes Care 26(suppl 1):s5–s20
8.
go back to reference Matthews D-R, Hosker J-P, Rudenski A-S, Naylor B-A, Treacher D-F, Turner R-C (1985) Homeostasis model assessment: insulin resistance and β-cell function from fasting plasma glucose and insulin concentrations in man. Diabetologia 28:412–419PubMedCrossRef Matthews D-R, Hosker J-P, Rudenski A-S, Naylor B-A, Treacher D-F, Turner R-C (1985) Homeostasis model assessment: insulin resistance and β-cell function from fasting plasma glucose and insulin concentrations in man. Diabetologia 28:412–419PubMedCrossRef
9.
go back to reference Maran A, Poscia A (2002) Continuous subcutaneous glucose monitoring; the GlucoDay system. Diab Nutr Metab 15:429–433 Maran A, Poscia A (2002) Continuous subcutaneous glucose monitoring; the GlucoDay system. Diab Nutr Metab 15:429–433
10.
go back to reference Wentholt IH, Vallebregt MA, Hart AA, Hoekstra JB, Devries JH (2005) Comparison of a needle-type and a microdialysis continuous glucose monitor in type 1 diabetic patients. Diabetes Care 28:2871–2876PubMedCrossRef Wentholt IH, Vallebregt MA, Hart AA, Hoekstra JB, Devries JH (2005) Comparison of a needle-type and a microdialysis continuous glucose monitor in type 1 diabetic patients. Diabetes Care 28:2871–2876PubMedCrossRef
11.
go back to reference De Block C, Van Gaal L, Keenoy BM, Rogiers P (2006) Intensive insulin therapy in the intensive care unit. Diabetes Care 29:1750–1756PubMedCrossRef De Block C, Van Gaal L, Keenoy BM, Rogiers P (2006) Intensive insulin therapy in the intensive care unit. Diabetes Care 29:1750–1756PubMedCrossRef
12.
go back to reference Koh KK, Han SH, Quon MJ (2005) Inflammatory markers and the metabolic syndrome. JACC 46:1978–1985PubMed Koh KK, Han SH, Quon MJ (2005) Inflammatory markers and the metabolic syndrome. JACC 46:1978–1985PubMed
14.
go back to reference Waite KJ, Floyd ZE, Arbour-Reily P, Stephens JM (2001) Interferon-γ-induced regulation of peroxisome proliferator-activated receptor γ and STATs in adipocytes. J Biol Chem 276:7062–7068PubMedCrossRef Waite KJ, Floyd ZE, Arbour-Reily P, Stephens JM (2001) Interferon-γ-induced regulation of peroxisome proliferator-activated receptor γ and STATs in adipocytes. J Biol Chem 276:7062–7068PubMedCrossRef
15.
go back to reference Wellen KE, Hotamisligil GS (2003) Obesity-induced inflammatory changes in adipose tissue. J Clin Invest 112:1785–1788PubMed Wellen KE, Hotamisligil GS (2003) Obesity-induced inflammatory changes in adipose tissue. J Clin Invest 112:1785–1788PubMed
16.
go back to reference Weier C, Funahashi T, Tanaka S, Hotta K, Matsuzawa Y, Pratley RE, Tataranni PA (2001) Hypoadiponectinemia in obesity and type 2 diabetes: close association with insulin resistance and hyperinsulinemia. J Clin Endocrinol Metab 86:1930–1935CrossRef Weier C, Funahashi T, Tanaka S, Hotta K, Matsuzawa Y, Pratley RE, Tataranni PA (2001) Hypoadiponectinemia in obesity and type 2 diabetes: close association with insulin resistance and hyperinsulinemia. J Clin Endocrinol Metab 86:1930–1935CrossRef
17.
go back to reference Hotta K, Funahashi T, Arita Y, Takahashi M, Matsuda M, Okamoto Y, Iwahashi H, Kuriyama H, Ouchi N, Maeda K, Nishida M, Kihara S, Sakai N, Nakajima T, Hasegawa K, Muraguchi M, Ohmoto Y, Nakamura T, Yamashita S, Hanafusa T, Matsuzawa Y (2000) Plasma concentrations of a novel, adipose-specific protein, adiponectin, in type 2 diabetic patients. Arterioscler Thromb Vasc Biol 20:1595–1599PubMed Hotta K, Funahashi T, Arita Y, Takahashi M, Matsuda M, Okamoto Y, Iwahashi H, Kuriyama H, Ouchi N, Maeda K, Nishida M, Kihara S, Sakai N, Nakajima T, Hasegawa K, Muraguchi M, Ohmoto Y, Nakamura T, Yamashita S, Hanafusa T, Matsuzawa Y (2000) Plasma concentrations of a novel, adipose-specific protein, adiponectin, in type 2 diabetic patients. Arterioscler Thromb Vasc Biol 20:1595–1599PubMed
18.
go back to reference Spranger J, Kroke A, Mohlig M, Bergmann MM, Ristow M, Boeing H, Pfeiffer AF (2003) Adiponectin and protection against type 2 diabetes mellitus. Lancet 361:226–228PubMedCrossRef Spranger J, Kroke A, Mohlig M, Bergmann MM, Ristow M, Boeing H, Pfeiffer AF (2003) Adiponectin and protection against type 2 diabetes mellitus. Lancet 361:226–228PubMedCrossRef
19.
go back to reference Snijder MB, Heine RJ, Seidell JC, Bouter LM, Stehouwer CDA, Nijpels G, Funahashi T, Matsuzawa Y, Shimomura I, Dekker JM (2006) Associations of adiponectin levels with incident impaired glucose metabolism and type 2 diabetes in older men and women. Diabetes Care 29:2498–2503PubMedCrossRef Snijder MB, Heine RJ, Seidell JC, Bouter LM, Stehouwer CDA, Nijpels G, Funahashi T, Matsuzawa Y, Shimomura I, Dekker JM (2006) Associations of adiponectin levels with incident impaired glucose metabolism and type 2 diabetes in older men and women. Diabetes Care 29:2498–2503PubMedCrossRef
20.
go back to reference Motoshima H, Wu X, Sinha MK, Hardy VE, Rosato EL, Barbot DJ, Rosato FE, Goldstein BJ (2002) Differential regulation of adiponectin secretion from cultured human omental and subcutaneous adipocytes: effects of insulin and rosiglitazone. J Clin Endocrinol Metab 87:5662–5667PubMedCrossRef Motoshima H, Wu X, Sinha MK, Hardy VE, Rosato EL, Barbot DJ, Rosato FE, Goldstein BJ (2002) Differential regulation of adiponectin secretion from cultured human omental and subcutaneous adipocytes: effects of insulin and rosiglitazone. J Clin Endocrinol Metab 87:5662–5667PubMedCrossRef
21.
go back to reference Kumada M, Kihara S, Sumitsuji S, Kawamoto T, Matsumoto S, Ouchi N, Arita Y, Okamoto Y, Shimomura I, Hiraoka H, Nakamura T, Funahashi T, Matsuzawa Y, Osaka CAD Study Group (2003) Association of hypoadiponectinemia with coronary artery disease in men. Arterioscler Thromb Vasc Biol 23:85–89PubMedCrossRef Kumada M, Kihara S, Sumitsuji S, Kawamoto T, Matsumoto S, Ouchi N, Arita Y, Okamoto Y, Shimomura I, Hiraoka H, Nakamura T, Funahashi T, Matsuzawa Y, Osaka CAD Study Group (2003) Association of hypoadiponectinemia with coronary artery disease in men. Arterioscler Thromb Vasc Biol 23:85–89PubMedCrossRef
22.
go back to reference Pischon T, Girman CJ, Hotamisligil GS, Rifai N, Hu FB, Rimm EB (2004) Plasma adiponectin levels and risk of myocardial infarction in men. JAMA 291:1730–1737PubMedCrossRef Pischon T, Girman CJ, Hotamisligil GS, Rifai N, Hu FB, Rimm EB (2004) Plasma adiponectin levels and risk of myocardial infarction in men. JAMA 291:1730–1737PubMedCrossRef
23.
go back to reference Kojima S, Funahashi T, Maruyoshi H, Honda O, Suguyama S, Kawano H, Soejima H, Miyamoto S, Hokamaki J, Sakamoto T, Yoshimura M, Kitagawa A, Matsuzawa Y, Ogawa H (2005) Levels of the adipocyte-derived plasma protein, adiponectin, have a close relationship with atheroma. Thromb Res 115:483–490PubMedCrossRef Kojima S, Funahashi T, Maruyoshi H, Honda O, Suguyama S, Kawano H, Soejima H, Miyamoto S, Hokamaki J, Sakamoto T, Yoshimura M, Kitagawa A, Matsuzawa Y, Ogawa H (2005) Levels of the adipocyte-derived plasma protein, adiponectin, have a close relationship with atheroma. Thromb Res 115:483–490PubMedCrossRef
24.
go back to reference Pilz S, Horejsi R, Moller R, Almer G, Scharnagl H, Stojakovic T, Dimitrova R, Weihrauch G, Borkenstein M, Maerz W, Schauenstein K, Mangge H (2005) Early atherosclerosis in obese juveniles is associated with low serum levels of adiponectin. J Clin Endocrinol Metab 90:4792–4796PubMedCrossRef Pilz S, Horejsi R, Moller R, Almer G, Scharnagl H, Stojakovic T, Dimitrova R, Weihrauch G, Borkenstein M, Maerz W, Schauenstein K, Mangge H (2005) Early atherosclerosis in obese juveniles is associated with low serum levels of adiponectin. J Clin Endocrinol Metab 90:4792–4796PubMedCrossRef
25.
go back to reference Lo J, Dolan SE, Kanter JR, Hemphill LC, Connelly JM, Lees RS, Grinspoon SK (2006) Effects of obesity, body composition, and adiponectin on carotid intima-media thickness in healthy women. J Clin Endocrinol Metab 91:1677–1682PubMedCrossRef Lo J, Dolan SE, Kanter JR, Hemphill LC, Connelly JM, Lees RS, Grinspoon SK (2006) Effects of obesity, body composition, and adiponectin on carotid intima-media thickness in healthy women. J Clin Endocrinol Metab 91:1677–1682PubMedCrossRef
26.
go back to reference Yokoyama H, Emoto M, Mori K, Araki T, Teramura M, Koyama H, Shoji T, Inaba M, Nishizawa Y (2006) Plasma adiponectin level is associated with insulin-stimulated nonoxidative glucose disposal. J Clin Endocrinol Metab 91:290–294PubMedCrossRef Yokoyama H, Emoto M, Mori K, Araki T, Teramura M, Koyama H, Shoji T, Inaba M, Nishizawa Y (2006) Plasma adiponectin level is associated with insulin-stimulated nonoxidative glucose disposal. J Clin Endocrinol Metab 91:290–294PubMedCrossRef
27.
go back to reference You T, Yang R, Lyles MF, Gong D, Nicklas BJ (2005) Abdominal adipose tissue cytokine gene expression: relationship to obesity and metabolic risk factors. Am J Physiol Endocrinol Metab 288:741–747CrossRef You T, Yang R, Lyles MF, Gong D, Nicklas BJ (2005) Abdominal adipose tissue cytokine gene expression: relationship to obesity and metabolic risk factors. Am J Physiol Endocrinol Metab 288:741–747CrossRef
28.
go back to reference Rotter V, Nagaev I, Smith U (2003) Interleukin-6 (IL-6) induces insulin resistance in 3T3–L1 adipocytes and is, like IL-8 and tumor necrosis factor-α, overexpressed in human fat cells from insulin-resistant subjects. J Biol Chem 278:45777–45784PubMedCrossRef Rotter V, Nagaev I, Smith U (2003) Interleukin-6 (IL-6) induces insulin resistance in 3T3–L1 adipocytes and is, like IL-8 and tumor necrosis factor-α, overexpressed in human fat cells from insulin-resistant subjects. J Biol Chem 278:45777–45784PubMedCrossRef
29.
go back to reference Ouchi N, Kihara S, Funahashi T, Nakamura T, Nishida M, Kumada M, Okamoto Y, Ohashi K, Nagaretani H, Kishida K, Nishizawa H, Maeda N, Kobayashi H, Hiraoka H, Matsuzawa Y (2003) Reciprocal association of C-reactive protein with adiponectin in blood stream and adipose tissue. Circulation 107:671–674PubMedCrossRef Ouchi N, Kihara S, Funahashi T, Nakamura T, Nishida M, Kumada M, Okamoto Y, Ohashi K, Nagaretani H, Kishida K, Nishizawa H, Maeda N, Kobayashi H, Hiraoka H, Matsuzawa Y (2003) Reciprocal association of C-reactive protein with adiponectin in blood stream and adipose tissue. Circulation 107:671–674PubMedCrossRef
30.
go back to reference Fasshauer M, Klein J, Neumann S, Eszlinger M, Paschke R (2002) Hormonal regulation of adiponectin gene expression in 3T3–L1 adipocytes. Biochem Biophys Res Commun 290:1084–1089PubMedCrossRef Fasshauer M, Klein J, Neumann S, Eszlinger M, Paschke R (2002) Hormonal regulation of adiponectin gene expression in 3T3–L1 adipocytes. Biochem Biophys Res Commun 290:1084–1089PubMedCrossRef
31.
go back to reference Singleton JR, Smith AG, Russell JW, Feldman EL (2003) Microvascular complications of impaired glucose tolerance. Diabetes 52:2867–2873PubMedCrossRef Singleton JR, Smith AG, Russell JW, Feldman EL (2003) Microvascular complications of impaired glucose tolerance. Diabetes 52:2867–2873PubMedCrossRef
32.
go back to reference Hirsh IB, Brownlee M (2005) Should minimal blood glucose variability become the gold standard of glycaemic control? J Diabetes Complications 19:178–181CrossRef Hirsh IB, Brownlee M (2005) Should minimal blood glucose variability become the gold standard of glycaemic control? J Diabetes Complications 19:178–181CrossRef
33.
go back to reference Hirsh IB (2005) Intensifying insulin therapy in patients with type 2 diabetes mellitus. Am J Med 118s5A:21s–26sCrossRef Hirsh IB (2005) Intensifying insulin therapy in patients with type 2 diabetes mellitus. Am J Med 118s5A:21s–26sCrossRef
Metadata
Title
Glycaemic variability and inflammation in subjects with metabolic syndrome
Authors
Silvio Buscemi
Salvatore Verga
Santina Cottone
Vitalba Azzolina
Barbara Buscemi
Diana Gioia
Giovanni Cerasola
Publication date
01-03-2009
Publisher
Springer Milan
Published in
Acta Diabetologica / Issue 1/2009
Print ISSN: 0940-5429
Electronic ISSN: 1432-5233
DOI
https://doi.org/10.1007/s00592-008-0061-8

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