Fasting glucose to adiponectin ratio is associated with the development of type
2 diabetes mellitus
* N. Islam1,2,3, M. Hossain2,3,
R.M. Hafizur2, I. Khan2, M.A. Rashid2, S.M. Shefin2,4,
M.E. Haque3, M.O. Faruque2, L. Ali2
Author Affiliations:1- AMBI Research, Avon Orthopaedic Centre,
Southmead Hospital, University of Bristol, United Kingdom.
2- Department of Biochemistry & Cell Biology, BIRDEM, Dhaka, Bangladesh
3- Department of Biochemistry & Molecular Biology, University of Dhaka, Dhaka, Bangladesh
4- Department of Endocrinology & Metabolism, BIRDEM, Dhaka, Bangladesh
WAdiponectin and resistin are inversely associated with type 2 diabetes but it is
not yet concluded whether adiponectin and resistin are the causal factors of diabetes.
The present study was undertaken to evaluate the association of serum adiponectin
and resistin with insulin secretory capacity and insulin resistance in subjects
with impaired glucose regulation (IGR). Twenty four subjects with impaired fasting
glucose (IFG), 58 with impaired glucose tolerance (IGT) and 30 with IFG-IGT were
recruited in this study. Forty four non-diabetic healthy controls with on family
history of diabetes or prediabetes were also recruited. Serum insulin, adiponectin
and resistin levels were measured using ELISA technique. Serum adiponectin and resistin
levels were not significantly different among the study groups. Ratios of fasting
insulin with adiponectin and resistin were increased, both in IGT and IFG-IGT subjects.
Binary logistic regression analysis have shown that ratio of fasting glucose to
Adiponectin was significantly associated (β=1.085, p=0.031) with IGR subjects when
age and body mass index were adjusted. Ratios of fasting glucose to adiponectin
and resistin were also increased in IFG-IGT subjects. Multiple regression analysis
have shown that ratio of fasting insulin to Adiponectin was negatively associated
(β=-0.201, p=0.034) with insulin sensitivity (HOMA% S) and positively (β=0.507,
p=0.0001) with insulin secretory capacity (HOMA% B) in IGR subjects. On the other
hand, ratio of fasting insulin to Resistin showed significant negative association
(β=-0.237, p=0.015) with HOMA% S and positive association with HOMA% B, (β=0.506,
p=0.001) in IGR subjects. The findings indicate that ratio of fasting glucose to
adiponectin may be an important factor for the development of type2 diabetes.
Keywords:
Adiponectin, Resistin, Insulin sensitivity, Resistance.
The prevalence of diabetes is rapidly increasing with the changes of life style
and composition of meals. The high prevalence of diabetes has led to an increase
in medical conditions that accompany obesity, hypertension, and cardiovascular disease
(CVD) [1]. In the recent years, a line of evidence has demonstrated a much more
complex function of adipose tissue, as an endocrine organ that releases hormones
into the blood stream to take part in their potential implication in insulin resistance,
obesity and diabetes [2]. The recent boom of interest is to identify the role of
adipocyte derived factors such as adiponectin and resistin in insulin sensitivity
in IGR subjects [3] and in particular, their potential implication in insulin resistance
[4]. Reduced levels of serum adiponectin in type 2 diabetes may involve in insulin
resistance but it is not concluded whether reduced adiponectin leads to insulin
resistance or vice versa [5].
Resistin impairs glucose homeostasis by affecting both insulin-stimulated glucose
uptake in adipose tissue and hepatic glucose production and obesity-induced insulin
resistance [6]. Serum resistin levels were found to be related to body mass index
(BMI) in human subjects [7-9], but other studies contradict this result [10-12].
Silha et al described a possible impact of resistin on insulin sensitivity [4].
In contrast, a considerable number of studies failed to detect an association between
resistin concentration and markers of insulin sensitivity [7-12].
Type 2 diabetes develops through the stage of IFG and/or IGT, which are asymptomatic
and unassociated with any manifested morbidity. Their sole significance, lies in
the fact that they predict future diabetes or cardiovascular disease [13]. Recently,
it has been found that insulin resistance and insulin secretory defect appears in
the prediabetes stage i.e., before the onset of diabetes [14]. However, few studies
exist which examine whether adiponectin and resistin levels begin to change in prediabetic
stage [15-16]. The present study was undertaken to explore the circulating adiponectin
and resistin concentration and its association with insulin sensitivity and insulin
secretory capacity in prediabetic subjects.
Subjects
The study was conducted at Biomedical Research Group, Research Division, Bangladesh
Institute of Research and Rehabilitation in Diabetes, Endocrine and Metabolic Disorders
(BIRDEM), Dhaka, Bangladesh. One hundred and twelve (112) IGR subjects (IFG=24,
IGT=58, IFG-IGT=30), along with forty-four (44) non-diabetic healthy control subjects
were included in this study. There was no specific predilection for race, religion
or socioeconomic status. The purpose of the study was explained to all the subjects
before taking their consent for recruitment in the study. Anthropometric indices,
like, height, weight, waist circumference and hip circumference of the subjects
were measured by standard procedures.
Sample collection
Selection of subjects was purposively made from Bangladesh Institute of Research
and Rehabilitation in Diabetes, Endocrine and Metabolic Disorders (BIRDEM), Dhaka,
Bangladesh. The subjects were confirmed for IFG, IGT and IFG-IGT according to WHO
guideline (17). Forty four healthy subjects from the similar socio-economic status
without any known family history of diabetes or prediabetes were also included in
this study to serve as Controls. Subjects with serious comorbidities and pregnant
women were not included in the study. On a prescheduled morning, fasting (8-10hrs)
venous blood (10 ml) was taken by venepuncture with the subject sitting comfortably
in a chair in a quiet room. The subjects (both the prediabetic and control) were
then given 75g of glucose in 250-300 ml of water and advised to drink it in 5 min.
They were advised not to smoke, not to take any food and to take rest in a chair
for 2 hours. The second blood sample was taken 2h after glucose load. After 10-15
minutes blood samples were centrifuged for 10 minutes at 3000 rpm to obtain serum
which was kept frozen at -70°C until analysis.
Assay methods
Serum glucose was estimated by Glucose-Oxidase (GOD-PAP) method. Serum triglyceride
(TG), serum cholesterol and serum high-density lipoprotein (HDL) were measured by
enzymatic colorimetric (GPO-PAP) method. All these estimations were done by an automatic
analyzer (Hitachi 704, Hitachi Ltd., Tokyo, Japan) using reagents of Randox Laboratories
Ltd., UK. LDL cholesterol was calculated using the standard formula. Serum insulin
level was measured by chemiluminescence based ELISA, using Immulite, DPC, USA. Serum
resistin and adiponectin were measured by Enzyme Linked Immunosorbent Assay (Linco
Research, Millipore, USA). Insulin sensitivity (HOMA% S) and insulin secretory capacity
(HOMA% B) were calculated from by fasting glucose and fasting insulin values using
HOMA-CIGMA software.
Statistical Analysis
Statistical analysis was performed using SPSS (Statistical Package for Social Science)
software for Windows version 10 (SPSS Inc., Chicago, Illinois, USA). All the data
were expressed as mean±SD, median (range) and/or percentage (%) as appropriate.
The statistical significance of differences among the groups was assessed by ANOVA
Bonferrony test or Mann-Whitney U test (as appropriate). A two-tailed p value of
<0.05 was considered statistically significant. Binary logistic regression was done
to test the association of adiponectin and resistin with IGR. Multiple linear regression
analysis of HOMA% S and HOMA% B was done for adiponectin and resistin adjusted by
BMI and waist hip-ratio (WHR).
Table 1: Clinical and Biochemical Characteristics of different study groups (IFG,
IGT, IFG-IGT and controls)
Table 1 indicates that BMI (kg/m2) was significantly higher in IFG (p=0.013), IGT
(p=0.0001) and IFG-IGT (p=0.0001) subjects compared to controls. Fasting serum insulin
levels were significantly higher in IGT (p=0.004) and IFG-IGT (p=0.006) subjects
as compared to controls. Fasting serum triglyceride (TG) level were significantly
higher (p=0.002) in IFG-IGT subjects as compared to controls. HOMA% B was significantly
lower in IFG (p=0.001) and IFG-IGT (p= 0.002) subjects as compared to controls and
HOMA% S was significantly lower in IFG (p=0.005), IGT (p=0.001) and IFG-IGT (p=0.0001)
subjects as compared to controls. Fasting serum adiponectin (g/ml) and resistin
levels (ng/ml) of the prediabetic subjects were not different from that of controls.
Ratios of fasting insulin to adiponectin and resistin were increased both in IGT
and IFG-IGT subjects as compared to Controls. Similarly ratios of fasting glucose
to adiponectin and resistin were also increased in IFG-IGT subjects.
Binary logistic regression analysis considering IFG, IGT and IFG-IGT as a single
IGR group (Table 2), shows that fasting glucose to adiponectin ratio was significantly
(=1.085, p=0.03) associated with IGR subjects when controls were used as reference
value and BMI and age were adjusted. Multiple linear regression analysis have also
shown that fasting insulin to adiponectin ratio was negatively (= -0.201 p=0.034)
associated with HOMA% S and positively (=0.507, p=0.0001) with HOMA% B in IGR subjects,
when BMI and WHR were adjusted. On the other hand, in IGR subjects fasting insulin
to resistin ratio was negatively (=-0.237 p=0.015) associated with HOMA% S and
positively (=0.506, p=0.0001) with HOMA% B when BMI and WHR were adjusted.
Table 2: Logistic regression analysis of IGR subjects adjusted with BMI and age
considering Controls as reference.
Table 3: Multiple linear regression analysis of HOMA% S and HOMA% B with each of
the dependent variables.
Adipose tissue plays an important role in insulin resistance through the dysregulated
production of a large number of adipocyte hormones; adiponectin and resistin are
two important hormones. Accumulating evidence from animal and human studies shows
that adiponectin plays an important role in insulin sensitivity [18-22] and lipid
metabolism [18,23], and thus influences hyperlipidemia [24] and diabetes. Circulating
adiponectin is negatively associated with BMI and WHR suggesting that adiponectin
may mediate some effects of adiposity. However, whether central obesity or other
unrecognized pathways might play a regulatory role, remains to be elucidated by
future studies. In this study prediabetic subjects were targeted to observe whether
these two hormones dysregulated before the onset of diabetes. Although our study
found no difference between controls and prediabetic or IGR subjects, the ratios
of fasting glucose and insulin to adiponectin and resistin were different as compared
to healthy subjects. When these ratios were analysed using binary regression between
controls and IGR subjects, fasting glucose to adiponectin ratio was found to be
positively associated with impaired glucose regulation. This indicates that adiponectin
dysregulation commences before the onset of diabetes. In a previous study [25],
it has been shown that 44% of patients diagnosed with IFG subsequently developed
diabetes and these subjects had lower adiponectin levels compared to those who have
not developed diabetes. High levels of adiponectin in IFG subjects may have a protective
effect against the development of DM [25]. Increased serum adiponectin concentrations
are associated with increased insulin sensitivity and glucose tolerance [26]. It
can therefore be speculated that adiponectin, or drugs that stimulate adiponectin
secretion or action, could play a role in combinations with insulin resistance;
mainly type 2 diabetes mellitus and metabolic syndrome. Low concentrations of adiponectin
have also been implicated in the severe insulin resistance in both animal models
and humans [27]. Therapy with adiponectin may be advantageous in reversing insulin
resistance in lipodystrophic disorders and metabolic syndrome [28]. Thiazolidinediones,
a class of insulin-sensitizing antidiabetic drugs, increase adiponectin in insulin-resistant
patients. In addition, high adiponectin concentrations are associated with a reduced
risk of type 2 diabetes [29].
In this study when the data were analyzed using multiple linear regression, a negative
association between fasting glucose to adiponectin ratio and HOMA% S was found in
IGR subjects, when BMI and WHR were adjusted. This indicates that if adiponectin
concentration is increased, insulin sensitivity (HOMA% S) will also be increased.
The ratio of fasting insulin to adiponectin had also shown significant association
with both HOMA% B and HOMA% S in IGR subjects when BMI and WHR were adjusted.
Therefore, it could be mention that ratio of fasting glucose to adiponectin may
be an important factor in prediabetes which involves declined insulin sensitivity.
Further studies are needed to know whether adiponectin initiates insulin resistance
or vice versa.
Resistin has been proposed to play a role in obesity-mediated insulin resistance.
Some studies have found significantly increased serum resistin concentration in
association with development of insulin resistance and type 2 diabetes [30-33].
However, in this study, similarly to adiponectin no significant increase in serum
resistance was found, which contradicts with other studies. Nevertheless, ratio
of fasting insulin to resistin was consistent in multiple linear regression analysis
when BMI and WHR were adjusted.
Therefore, based on the results it can be concluded that the ratio of fasting glucose
to adiponectin may be an important factor for the development of type 2 diabetes
and that the ratio of adiponectin and resistin to fasting insulin and /or glucose
are associated with insulin sensitivity and insulin secretory capacity in prediabetic
or IGR subjects.
-
Jazet IM, Pijl H, Meinders AE. Adipose tissue as an endocrine organ: impact on insulin
resistance. Neth J Med 2003, 61:194-212.
-
Ahima RS. Central actions of adipocyte hormones. Trends Endocrinol Metab 2005, 16:307-313.
-
Faraj M, Lu HL, Cianfl K. Diabetes, lipids, and adipocyte secretagogues. Biochem
Cell Biol 2004, 82:170-190.
-
Silha JV, Krsek M, Skrha JV, Sucharda P, Nyomba BL, Murphy LJ. Plasma resistin,
adiponectin and leptin levels in lean and obese subjects: correlations with insulin
resistance. Eur J Endocrinol 2003, 149:331-335.
-
Changhua W, Xuming M, Lixin W, Meilian L, Michael DW, Kun-Liang G, et.al. Adiponectin
Sensitizes Insulin Signaling by reducing p70 S6 Kinase-mediated Serine Phosphorylation
of IRS-1. The Journal of Biological Chemistry 2007, 282: 7991–7996.
-
Moon B, Kwan JJ, Duddy N, Sweeney G, Begum N. Resistin inhibits glucose uptake in
L6 cells independently of changes in insulin signaling and GLUT4 translocation.
Am J Physiol Endocrinol Metab 2003, 285:106–115.
-
Azuma K, Katsukawa F, Oguchi S, Murata M, Yamazaki H, Shimada A, et.al. Correlation
between serum resistin level and adiposity in obese individuals. Obes Res 2003;
11:997-1001.
-
Degawa-Yamauchi M, Bovenkerk JE, Juliar BE, Watson W, Kerr K, Jones RM, et.al. Serum
resistin (FIZZ3) protein is increased in obese humans. Journal of Clinical Endocrinology
and Metabolism 2003, 88:5452–5455.
-
Fujinami A, Obayashi H, Ohta K, Ichimura T, Nishimura M, Matsui H, et.al. Enzyme-linked
immunosorbent assay for circulating human resistin: resistin concentrations in normal
subjects and patients with type 2 diabetes. Clin. Chim. Acta 2004, 339:57–63.
-
Youn BS, Yu KY, Park HU, Lee NS, Min SS, Youn MY, et al. Plasma resistin concentrations
measured by enzyme-linked immunosorbent assay using a newly developed monoclonal
antibody are elevated in individuals with type 2 diabetes mellitus. J Clin Endocrinol
Metab 2004, 89:150-156.
-
Heilbronn LK, Rood J, Janderova L, Albu JB, Kelley DE, Ravussin E, et.al. Relationship
between serum resistin concentrations and insulin resistance in nonobese, obese,
and obese diabetic subjects. J Clin Endocrinol Metab. 2004, 89:1844-1848.
-
McTernan PG, Fisher FM, Valsamakis G, Chetty R, Harte A, McTernan CL, et.al. Resistin
and type 2 diabetes:regulation of resistin expression by insulin and rosiglitazone
and the effects of recombinant resistin on lipid and glucose metabolism in human
differentiated adipocytes. J Clin Endocrinol Metab. 2003, 88:6098–6106.
-
Stern MP, Fatehi P, Williams K, Haffner SM. Predicting Future Cardiovascular Disease:Do
we need the oral glucose tolerance test? Diabetes Care. 2002, 25:1851-1856.
-
Festa A, D’Agostino Jr. R, Hanley AJG, Karter AJ, Saad MF, Haffner SM. Differences
in Insulin Resistance in Nondiabetic Subjects With Isolated Impaired Glucose Tolerance
or Isolated Impaired Fasting Glucose. Diabetes 2004, 53:1549-1555.
-
Snehalatha C, Mukesh B, Simon M, Viswanathan V, Haffner SM, Ramachandran A. Plasma
Adiponectin Is an Independent Predictor of Type 2 Diabetes in Asian Indians. Diabetes
Care 2003, 26:3226–3229.
-
Steppan CM, Bailey ST, Bhat S, Brown EJ, Banerjee RR, Wright CM, et.al. The hormone
resistin links obesity to diabetes. Nature 2001, 409:307-312.
-
World Health Organization Consultation (1999): Definition, Diagnosis and Classification
of Diabetes Mellitus and its Complications, Part 1: Diagnosis and Classification
of Diabetes Mellitus, Report of a WHO Consultation. Geneva: World Health Organization.
-
Kubota N, Terauchi Y, Yamauchi T, Kubota T, Moroi M, Matsui J, et.al. Disruption
of adiponectin causes insulin resistance and neointimal formation. J Biol Chem 2002,
277:25863–25866.
-
Yamauchi T, Kamon J, Waki H, Terauchi Y, Kubota N, Hara K, et.al. The fat-derived
hormone adiponectin reverses insulin resistance associated with both lipoatrophy
and obesity. Nat Med 2001, 7:941–946.
-
Bluher M, Michael MD, Peroni OD, Ueki K, Carter N, Kahn BB, et.al. Tissue selective
insulin receptor knockout protects against obesity and obesity-related glucose intolerance.
Dev Cell 2002, 3:25–38.
-
Stefan N, Vozarova B, Funahashi T, Matsuzawa Y, Weyer C, Lindsay RS, et.al. Plasma
adiponectin concentration is associated with skeletal muscle insulin receptor tyrosine
phosphorylation, and low plasma concentration precedes a decrease in whole-body
insulin sensitivity in humans. Diabetes 2002, 51:1884–1888.
-
Lindsay RS, Funahashi T, Hanson RL, Matsuzawa Y, Tanaka S, Tataranni PA, et.al.
Adiponectin and development of type 2 diabetes in the Pima Indian population. Lancet
2002, 360:57–58.
-
Matsubara M, Maruka S, Katayose S. Inverse relationship between plasma adiponectin
and leptin concentrations in normal-weight and obese women. Eur J Endocrinol 2002,
147:173–180.
-
Yokota T, Oritani K, Takahashi I, Ishikawa J, Matsuyama A, Ouchi N, et.al. Adiponectin,
a new member of the family of soluble defense collagens, negatively regulates the
growth of myelomonocytic progenitors and the functions of macrophages. Blood 2000,
96:1723–1732.
-
Heliovaara MK, Strandberg TE, Karonen SL, Ebeling P. Association of serum adiponectin
concentration to lipid and glucose metabolism in healthy humans. Horm Metab Res
2006, 38:336-340.
-
Goldfine AB, Kahn CR. Adiponectin:linking the fat cell to insulin sensitivity. Lancet
2003, 362:1431-1432.
-
Ravussin E, Smith SR. Increased fat intake, impaired fat oxidation, and failure
of fat cell proliferation result in ectopic fat storage, insulin resistance, and
type 2 diabetes mellitus. Ann N Y Acad Sci 2002, 967:363-378.
-
Matsuzawa Y, Funahashi T, Kihara S, Shimomura I. Adiponectin and metabolic syndrome.
Arterioscler Thromb Vasc Biol 2004, 24:29-33.
-
Spranger J, Kroke A, Mohlig M, Bergmann MM, Ristow M, Boeing H, et.al. Adiponectin
and protection against type 2 diabetes mellitus. Lancet 2003, 361:226-228.
-
Asensio C, Cettour-Rose P, Theander-Carrillo C, Rohner-Jeanrenaud F, Muzzin P. Changes
in glycemia by leptin administration or high-fat feeding in rodent models of obesity/type
2 diabetes suggest a link between resistin expression and control of glucose homeostasis.
Endocrinology 2004, 145:2206–2213.
-
Degawa-Yamauchi MBJE, Juliar BE, Watson W, Kerr K, Jones RM, Zhu Q et.al. Serum
resistin (FIZZ3) protein is increased in obese humans. Journal of Clinical Endocrinology
and Metabolism 2003, 88:5452–5455.
-
Lee JH, Bullen Jr, JW, Stoyneva VL, Mantzoros CS. Circulating resistin in lean,
obese and insulin-resistant mouse models: lack of association with insulinemia and
glycemia. Am J Physiol Endocrinol Metab. 2005, 288:625–632.
-
Vendrell J, Broch M, Vilarrasa N, Molina A, Gomez JM, Gutierrez C, et.al. Resistin,
adiponectin, ghrelin, leptin, and proinflammatory cytokines:relationships in obesity.
Obesity Research 2004, 12:962–971.
-
Savage DB, Sewter CP, Klenk ES, Segal DG, Vidal-Puig A, Considine RV et.al. Resistin
/ Fizz3 expression in relation to obesity and peroxisome proliferator activated
receptor-gamma action in humans. Diabetes 2001, 50:2199–2202.
-
Way JM, Gorgun CZ, Tong Q, Uysal KT, Brown KK, Harrington WW. Adipose tissue resistin
expression is severely suppressed in obesity and stimulated by peroxisome proliferator-activated
receptor agonists. J Biol Chem 2001, 276:25651-25653.
|
|
|
|
|
|
Who We are?
Diabetes in Asia Study Group is a non - profit organization, aimed to create awareness,
to promote and encourage researches in characterization of Diabetes with in regions.
|
Advantages of choosing Journal of Diabetology
1. Full open access
2. Free of cost submission, processing and viewing of the
articles.
3. Quick publishing decision
4. If accepted publication in the next issue.
5. Peer review from experts
6. Online updates
|
|
|
|