Skip to main content
Top
Published in: BMC Endocrine Disorders 1/2015

Open Access 01-12-2015 | Research article

Metabolic predictors of impaired glucose tolerance and type 2 diabetes in a predisposed population – A prospective cohort study

Authors: Josefin Henninger, Ann Hammarstedt, Araz Rawshani, Björn Eliasson

Published in: BMC Endocrine Disorders | Issue 1/2015

Login to get access

Abstract

Background

We characterized in detail (oral and intravenous glucose tolerance tests (OGTT and IVGTT), euglycemic hyperinsulinemic clamp, adipose tissue biopsy), healthy first-degree relatives (FDR) of individuals with type 2 diabetes (T2D), to examine predictive factors for future development of impaired glucose tolerance (IGT) or T2D.

Methods

Non-diabetic FDR (n = 138, mean age 40.5 ± 6.5 years, 57 % women) underwent an extended OGTT every 3 years to assess any deterioration in glucose tolerance status. Differences between groups were assessed by logistic fit for continuous variables and by contingency analysis for categorical variables. Multiple logistic regression analysis was applied to adjust for confounding variables.

Results

At follow-up (mean 5.6 ± 2.4 years) 19 subjects had IGT and 4 had T2D. At baseline these 23 subjects had more family members with T2D, higher fasting plasma glucose, higher OGTT plasma glucose at 120 min, higher HbA1c, lower M-value and higher total cholesterol compared to subjects with normal glucose tolerance (NGT). There were significantly larger changes in weight, BMI, fasting plasma glucose, OGTT plasma glucose at 120 min and HbA1c in individuals developing IGT or T2D during the follow-up period than the subjects remaining NGT.
Crude predictors of deteriorating glucose tolerance were age, family history of diabetes and of hypertension, OGTT plasma glucose levels at 60 min, 90 min, and 120 min, as well as serum bilirubin, ALP and creatinine (p-values <0.05). A multiple nominal logistic regression model revealed that male sex, low M-value and high physical exercise (p-values <0.05) predicted development of IGT/T2DM.

Conclusion

In sum, genetically predisposed individuals for T2D with deteriorating glucose tolerance exhibit insulin resistance as well as beta-cell and signs of adipose tissue dysfunction, emphasizing the multifactorial pathophysiology in the development of IGT and T2D.
Literature
1.
go back to reference Kahn SE, Cooper ME, Del Prato S. Pathophysiology and treatment of type 2 diabetes: perspectives on the past, present, and future. Lancet. 2014;383(9922):1068–83.CrossRefPubMed Kahn SE, Cooper ME, Del Prato S. Pathophysiology and treatment of type 2 diabetes: perspectives on the past, present, and future. Lancet. 2014;383(9922):1068–83.CrossRefPubMed
2.
go back to reference Lopez JM, Bailey RA, Rupnow MF, Annunziata K. Characterization of type 2 diabetes mellitus burden by age and ethnic groups based on a nationwide survey. Clin Ther. 2014;36(4):494–506.CrossRefPubMed Lopez JM, Bailey RA, Rupnow MF, Annunziata K. Characterization of type 2 diabetes mellitus burden by age and ethnic groups based on a nationwide survey. Clin Ther. 2014;36(4):494–506.CrossRefPubMed
3.
go back to reference Stadler M, Pacini G, Petrie J, Luger A, Anderwald C. Beta cell (dys)function in non-diabetic offspring of diabetic patients. Diabetologia. 2009;52(11):2435–44.CrossRefPubMed Stadler M, Pacini G, Petrie J, Luger A, Anderwald C. Beta cell (dys)function in non-diabetic offspring of diabetic patients. Diabetologia. 2009;52(11):2435–44.CrossRefPubMed
4.
go back to reference Morris RD, Rimm DL, Hartz AJ, Kalkhoff RK, Rimm AA. Obesity and heredity in the etiology of non-insulin-dependent diabetes mellitus in 32,662 adult white women. Am J Epidemiol. 1989;130(1):112–21.PubMed Morris RD, Rimm DL, Hartz AJ, Kalkhoff RK, Rimm AA. Obesity and heredity in the etiology of non-insulin-dependent diabetes mellitus in 32,662 adult white women. Am J Epidemiol. 1989;130(1):112–21.PubMed
5.
go back to reference Defronzo RA. Banting Lecture. From the triumvirate to the ominous octet: a new paradigm for the treatment of type 2 diabetes mellitus. Diabetes. 2009;58(4):773–95.CrossRefPubMedPubMedCentral Defronzo RA. Banting Lecture. From the triumvirate to the ominous octet: a new paradigm for the treatment of type 2 diabetes mellitus. Diabetes. 2009;58(4):773–95.CrossRefPubMedPubMedCentral
6.
7.
go back to reference Defronzo RA, Tripathy D, Schwenke DC, Banerji M, Bray GA, Buchanan TA, et al. Prediction of diabetes based on baseline metabolic characteristics in individuals at high risk. Diabetes Care. 2013;36(11):3607–12.CrossRefPubMedPubMedCentral Defronzo RA, Tripathy D, Schwenke DC, Banerji M, Bray GA, Buchanan TA, et al. Prediction of diabetes based on baseline metabolic characteristics in individuals at high risk. Diabetes Care. 2013;36(11):3607–12.CrossRefPubMedPubMedCentral
8.
go back to reference Boesgaard TW, Gjesing AP, Grarup N, Rutanen J, Jansson PA, Hribal ML, et al. Variant near ADAMTS9 known to associate with type 2 diabetes is related to insulin resistance in offspring of type 2 diabetes patients--EUGENE2 study. PLoS One. 2009;4(9), e7236.CrossRefPubMedPubMedCentral Boesgaard TW, Gjesing AP, Grarup N, Rutanen J, Jansson PA, Hribal ML, et al. Variant near ADAMTS9 known to associate with type 2 diabetes is related to insulin resistance in offspring of type 2 diabetes patients--EUGENE2 study. PLoS One. 2009;4(9), e7236.CrossRefPubMedPubMedCentral
9.
go back to reference Boesgaard TW, Zilinskaite J, Vanttinen M, Laakso M, Jansson PA, Hammarstedt A, et al. The common SLC30A8 Arg325Trp variant is associated with reduced first-phase insulin release in 846 non-diabetic offspring of type 2 diabetes patients--the EUGENE2 study. Diabetologia. 2008;51(5):816–20.CrossRefPubMed Boesgaard TW, Zilinskaite J, Vanttinen M, Laakso M, Jansson PA, Hammarstedt A, et al. The common SLC30A8 Arg325Trp variant is associated with reduced first-phase insulin release in 846 non-diabetic offspring of type 2 diabetes patients--the EUGENE2 study. Diabetologia. 2008;51(5):816–20.CrossRefPubMed
10.
go back to reference Adamson AJ, Foster E, Butler TJ, Bennet S, Walker M. Non-diabetic relatives of Type 2 diabetic families: dietary intake contributes to the increased risk of diabetes. Diabet Med. 2001;18(12):984–90.CrossRefPubMed Adamson AJ, Foster E, Butler TJ, Bennet S, Walker M. Non-diabetic relatives of Type 2 diabetic families: dietary intake contributes to the increased risk of diabetes. Diabet Med. 2001;18(12):984–90.CrossRefPubMed
11.
go back to reference Vossen M, Todter K, Altenburg C, Beisiegel U, Scheja L. Plasma triglycerides after oral glucose load specifically associate with metabolic risk markers in healthy type 2 diabetes offspring. Atherosclerosis. 2011;217(1):214–9.CrossRefPubMed Vossen M, Todter K, Altenburg C, Beisiegel U, Scheja L. Plasma triglycerides after oral glucose load specifically associate with metabolic risk markers in healthy type 2 diabetes offspring. Atherosclerosis. 2011;217(1):214–9.CrossRefPubMed
12.
go back to reference Johanson EH, Jansson PA, Gustafson B, Lonn L, Smith U, Taskinen MR, et al. Early alterations in the postprandial VLDL1 apoB-100 and apoB-48 metabolism in men with strong heredity for type 2 diabetes. J Intern Med. 2004;255(2):273–9.CrossRefPubMed Johanson EH, Jansson PA, Gustafson B, Lonn L, Smith U, Taskinen MR, et al. Early alterations in the postprandial VLDL1 apoB-100 and apoB-48 metabolism in men with strong heredity for type 2 diabetes. J Intern Med. 2004;255(2):273–9.CrossRefPubMed
13.
go back to reference Axelsen M, Smith U, Eriksson JW, Taskinen MR, Jansson PA. Postprandial hypertriglyceridemia and insulin resistance in normoglycemic first-degree relatives of patients with type 2 diabetes. Ann Intern Med. 1999;131(1):27–31.CrossRefPubMed Axelsen M, Smith U, Eriksson JW, Taskinen MR, Jansson PA. Postprandial hypertriglyceridemia and insulin resistance in normoglycemic first-degree relatives of patients with type 2 diabetes. Ann Intern Med. 1999;131(1):27–31.CrossRefPubMed
14.
go back to reference Yang J, Eliasson B, Smith U, Cushman SW, Sherman AS. The size of large adipose cells is a predictor of insulin resistance in first-degree relatives of type 2 diabetic patients. Obesity (Silver Spring, Md). 2012;20(5):932–8.CrossRef Yang J, Eliasson B, Smith U, Cushman SW, Sherman AS. The size of large adipose cells is a predictor of insulin resistance in first-degree relatives of type 2 diabetic patients. Obesity (Silver Spring, Md). 2012;20(5):932–8.CrossRef
15.
go back to reference Henninger AM, Eliasson B, Jenndahl LE, Hammarstedt A. Adipocyte hypertrophy, inflammation and fibrosis characterize subcutaneous adipose tissue of healthy, non-obese subjects predisposed to type 2 diabetes. PLoS One. 2014;9(8), e105262.CrossRefPubMedPubMedCentral Henninger AM, Eliasson B, Jenndahl LE, Hammarstedt A. Adipocyte hypertrophy, inflammation and fibrosis characterize subcutaneous adipose tissue of healthy, non-obese subjects predisposed to type 2 diabetes. PLoS One. 2014;9(8), e105262.CrossRefPubMedPubMedCentral
17.
go back to reference Matthews DR, Hosker JP, Rudenski AS, Naylor BA, Treacher DF, Turner RC. Homeostasis model assessment: insulin resistance and beta-cell function from fasting plasma glucose and insulin concentrations in man. Diabetologia. 1985;28(7):412–9.CrossRefPubMed Matthews DR, Hosker JP, Rudenski AS, Naylor BA, Treacher DF, Turner RC. Homeostasis model assessment: insulin resistance and beta-cell function from fasting plasma glucose and insulin concentrations in man. Diabetologia. 1985;28(7):412–9.CrossRefPubMed
18.
go back to reference DeFronzo RA, Tobin JD, Andres R. Glucose clamp technique: a method for quantifying insulin secretion and resistance. Am J Physiol. 1979;237(3):E214–23.PubMed DeFronzo RA, Tobin JD, Andres R. Glucose clamp technique: a method for quantifying insulin secretion and resistance. Am J Physiol. 1979;237(3):E214–23.PubMed
19.
go back to reference Friedewald WT, Levy RI, Fredrickson DS. Estimation of the concentration of low-density lipoprotein cholesterol in plasma, without use of the preparative ultracentrifuge. Clin Chem. 1972;18(6):499–502.PubMed Friedewald WT, Levy RI, Fredrickson DS. Estimation of the concentration of low-density lipoprotein cholesterol in plasma, without use of the preparative ultracentrifuge. Clin Chem. 1972;18(6):499–502.PubMed
20.
go back to reference Hoelzel W, Weykamp C, Jeppsson JO, Miedema K, Barr JR, Goodall I, et al. IFCC reference system for measurement of hemoglobin A1c in human blood and the national standardization schemes in the United States, Japan, and Sweden: a method-comparison study. Clin Chem. 2004;50(1):166–74.CrossRefPubMed Hoelzel W, Weykamp C, Jeppsson JO, Miedema K, Barr JR, Goodall I, et al. IFCC reference system for measurement of hemoglobin A1c in human blood and the national standardization schemes in the United States, Japan, and Sweden: a method-comparison study. Clin Chem. 2004;50(1):166–74.CrossRefPubMed
21.
go back to reference Tarkowski E, Rosengren L, Blomstrand C, Wikkelso C, Jensen C, Ekholm S, et al. Early intrathecal production of interleukin-6 predicts the size of brain lesion in stroke. Stroke; a journal of cerebral circulation. 1995;26(8):1393–8.CrossRefPubMed Tarkowski E, Rosengren L, Blomstrand C, Wikkelso C, Jensen C, Ekholm S, et al. Early intrathecal production of interleukin-6 predicts the size of brain lesion in stroke. Stroke; a journal of cerebral circulation. 1995;26(8):1393–8.CrossRefPubMed
22.
go back to reference Isakson P, Hammarstedt A, Gustafson B, Smith U. Impaired preadipocyte differentiation in human abdominal obesity: role of Wnt, tumor necrosis factor-alpha, and inflammation. Diabetes. 2009;58(7):1550–7.CrossRefPubMedPubMedCentral Isakson P, Hammarstedt A, Gustafson B, Smith U. Impaired preadipocyte differentiation in human abdominal obesity: role of Wnt, tumor necrosis factor-alpha, and inflammation. Diabetes. 2009;58(7):1550–7.CrossRefPubMedPubMedCentral
23.
go back to reference Carvalho E, Jansson PA, Nagaev I, Wenthzel AM, Smith U. Insulin resistance with low cellular IRS-1 expression is also associated with low GLUT4 expression and impaired insulin-stimulated glucose transport. FASEB journal: official publication of the Federation of American Societies for Experimental Biology. 2001;15(6):1101–3. Carvalho E, Jansson PA, Nagaev I, Wenthzel AM, Smith U. Insulin resistance with low cellular IRS-1 expression is also associated with low GLUT4 expression and impaired insulin-stimulated glucose transport. FASEB journal: official publication of the Federation of American Societies for Experimental Biology. 2001;15(6):1101–3.
24.
go back to reference Isomaa B, Forsen B, Lahti K, Holmstrom N, Waden J, Matintupa O, et al. A family history of diabetes is associated with reduced physical fitness in the Prevalence, Prediction and Prevention of Diabetes (PPP)-Botnia study. Diabetologia. 2010;53(8):1709–13.CrossRefPubMed Isomaa B, Forsen B, Lahti K, Holmstrom N, Waden J, Matintupa O, et al. A family history of diabetes is associated with reduced physical fitness in the Prevalence, Prediction and Prevention of Diabetes (PPP)-Botnia study. Diabetologia. 2010;53(8):1709–13.CrossRefPubMed
25.
go back to reference Rasmussen SS, Glumer C, Sandbaek A, Lauritzen T, Borch-Johnsen K. Determinants of progression from impaired fasting glucose and impaired glucose tolerance to diabetes in a high-risk screened population: 3 year follow-up in the ADDITION study. Denmark Diabetologia. 2008;51(2):249–57.CrossRefPubMed Rasmussen SS, Glumer C, Sandbaek A, Lauritzen T, Borch-Johnsen K. Determinants of progression from impaired fasting glucose and impaired glucose tolerance to diabetes in a high-risk screened population: 3 year follow-up in the ADDITION study. Denmark Diabetologia. 2008;51(2):249–57.CrossRefPubMed
26.
go back to reference Morimoto A, Tatsumi Y, Deura K, Mizuno S, Ohno Y, Miyamatsu N, et al. Impact of impaired insulin secretion and insulin resistance on the incidence of type 2 diabetes mellitus in a Japanese population: the Saku study. Diabetologia. 2013;56(8):1671–9.CrossRefPubMed Morimoto A, Tatsumi Y, Deura K, Mizuno S, Ohno Y, Miyamatsu N, et al. Impact of impaired insulin secretion and insulin resistance on the incidence of type 2 diabetes mellitus in a Japanese population: the Saku study. Diabetologia. 2013;56(8):1671–9.CrossRefPubMed
27.
go back to reference Ferrannini E, Mari A. Beta cell function and its relation to insulin action in humans: a critical appraisal. Diabetologia. 2004;47(5):943–56.CrossRefPubMed Ferrannini E, Mari A. Beta cell function and its relation to insulin action in humans: a critical appraisal. Diabetologia. 2004;47(5):943–56.CrossRefPubMed
28.
go back to reference Gustafson B, Gogg S, Hedjazifar S, Jenndahl L, Hammarstedt A, Smith U. Inflammation and impaired adipogenesis in hypertrophic obesity in man. Am J Physiol Endocrinol Metab. 2009;297(5):E999–e1003.CrossRefPubMed Gustafson B, Gogg S, Hedjazifar S, Jenndahl L, Hammarstedt A, Smith U. Inflammation and impaired adipogenesis in hypertrophic obesity in man. Am J Physiol Endocrinol Metab. 2009;297(5):E999–e1003.CrossRefPubMed
29.
go back to reference Weyer C, Foley JE, Bogardus C, Tataranni PA, Pratley RE. Enlarged subcutaneous abdominal adipocyte size, but not obesity itself, predicts type II diabetes independent of insulin resistance. Diabetologia. 2000;43(12):1498–506.CrossRefPubMed Weyer C, Foley JE, Bogardus C, Tataranni PA, Pratley RE. Enlarged subcutaneous abdominal adipocyte size, but not obesity itself, predicts type II diabetes independent of insulin resistance. Diabetologia. 2000;43(12):1498–506.CrossRefPubMed
30.
go back to reference Kloting N, Fasshauer M, Dietrich A, Kovacs P, Schon MR, Kern M, et al. Insulin-sensitive obesity. Am J Physiol Endocrinol Metab. 2010;299(3):E506–15.CrossRefPubMed Kloting N, Fasshauer M, Dietrich A, Kovacs P, Schon MR, Kern M, et al. Insulin-sensitive obesity. Am J Physiol Endocrinol Metab. 2010;299(3):E506–15.CrossRefPubMed
31.
go back to reference Andersson DP, Eriksson Hogling D, Thorell A, Toft E, Qvisth V, Naslund E, et al. Changes in Subcutaneous Fat Cell Volume and Insulin Sensitivity After Weight Loss. Diabetes Care. 2014;37:1831-6. Andersson DP, Eriksson Hogling D, Thorell A, Toft E, Qvisth V, Naslund E, et al. Changes in Subcutaneous Fat Cell Volume and Insulin Sensitivity After Weight Loss. Diabetes Care. 2014;37:1831-6.
32.
go back to reference Onat A, Hergenc G, Dursunoglu D, Kucukdurmaz Z, Bulur S, Can G. Relatively high levels of serum adiponectin in obese women, a potential indicator of anti-inflammatory dysfunction: relation to sex hormone-binding globulin. Int J Biol Sci. 2008;4(4):208–14.CrossRefPubMedPubMedCentral Onat A, Hergenc G, Dursunoglu D, Kucukdurmaz Z, Bulur S, Can G. Relatively high levels of serum adiponectin in obese women, a potential indicator of anti-inflammatory dysfunction: relation to sex hormone-binding globulin. Int J Biol Sci. 2008;4(4):208–14.CrossRefPubMedPubMedCentral
33.
go back to reference Hamdy O, Porramatikul S, Al-Ozairi E. Metabolic obesity: the paradox between visceral and subcutaneous fat. Curr Diabetes Rev. 2006;2(4):367–73.CrossRefPubMed Hamdy O, Porramatikul S, Al-Ozairi E. Metabolic obesity: the paradox between visceral and subcutaneous fat. Curr Diabetes Rev. 2006;2(4):367–73.CrossRefPubMed
34.
go back to reference Cantley J. The control of insulin secretion by adipokines: current evidence for adipocyte-beta cell endocrine signalling in metabolic homeostasis. Mamm genome : official journal of the International Mammalian Genome Society. 2014;25(9–10):442–54.CrossRef Cantley J. The control of insulin secretion by adipokines: current evidence for adipocyte-beta cell endocrine signalling in metabolic homeostasis. Mamm genome : official journal of the International Mammalian Genome Society. 2014;25(9–10):442–54.CrossRef
35.
go back to reference Vistisen D, Witte DR, Tabak AG, Herder C, Brunner EJ, Kivimaki M, et al. Patterns of obesity development before the diagnosis of type 2 diabetes: the Whitehall II cohort study. PLoS Med. 2014;11(2), e1001602.CrossRefPubMedPubMedCentral Vistisen D, Witte DR, Tabak AG, Herder C, Brunner EJ, Kivimaki M, et al. Patterns of obesity development before the diagnosis of type 2 diabetes: the Whitehall II cohort study. PLoS Med. 2014;11(2), e1001602.CrossRefPubMedPubMedCentral
36.
go back to reference Cederberg H, Stancakova A, Kuusisto J, Laakso M, Smith U. Family history of type 2 diabetes increases the risk of both obesity and its complications: is type 2 diabetes a disease of inappropriate lipid storage? Journal of internal medicine. 2014. Cederberg H, Stancakova A, Kuusisto J, Laakso M, Smith U. Family history of type 2 diabetes increases the risk of both obesity and its complications: is type 2 diabetes a disease of inappropriate lipid storage? Journal of internal medicine. 2014.
37.
go back to reference Mozaffarian D, Furberg CD, Psaty BM, Siscovick D. Physical activity and incidence of atrial fibrillation in older adults: the cardiovascular health study. Circulation. 2008;118(8):800–7.CrossRefPubMedPubMedCentral Mozaffarian D, Furberg CD, Psaty BM, Siscovick D. Physical activity and incidence of atrial fibrillation in older adults: the cardiovascular health study. Circulation. 2008;118(8):800–7.CrossRefPubMedPubMedCentral
38.
39.
go back to reference Onat A, Coban N, Can G, Yuksel M, Karagoz A, Yuksel H, et al. Low "quotient" Lp(a) concentration mediates autoimmune activation and independently predicts cardiometabolic risk. Exp Clin Endocrinol Diabetes. 2015;123(1):11–8.PubMed Onat A, Coban N, Can G, Yuksel M, Karagoz A, Yuksel H, et al. Low "quotient" Lp(a) concentration mediates autoimmune activation and independently predicts cardiometabolic risk. Exp Clin Endocrinol Diabetes. 2015;123(1):11–8.PubMed
Metadata
Title
Metabolic predictors of impaired glucose tolerance and type 2 diabetes in a predisposed population – A prospective cohort study
Authors
Josefin Henninger
Ann Hammarstedt
Araz Rawshani
Björn Eliasson
Publication date
01-12-2015
Publisher
BioMed Central
Published in
BMC Endocrine Disorders / Issue 1/2015
Electronic ISSN: 1472-6823
DOI
https://doi.org/10.1186/s12902-015-0048-8

Other articles of this Issue 1/2015

BMC Endocrine Disorders 1/2015 Go to the issue