To
Study Insulin Resistance in Type 2 Diabetes Mallitus by Homa-IR Score
Purohit A1,
Tiwari V2
1Dr Ashish Purohit, Assistant professor, Department of
Medicine, L N Medical college, Bhopal,2Dr Varsha Tiwari,
Senior resident, Department of pediatrics, L N Medical college, Bhopal,
India
Address for
correspondence: Dr Varsha Tiwari, Email:
dr.varshatiwari021@gmail.com
Abstract
Introduction:
Insulin resistance precedes and strongly predicts the development of
type 2 diabetes mellitus, estimation of insulin resistance was helpful
in detection of early complications and selecting the treatment
options, hence the present study was planned. HOMA estimated insulin
resistance is an independent predictor of cardiovascular disease in
type-2 diabetic subjects. Materials
and Methods: A case control study was carried out in the
Department of Medicine comprising 50 newly diagnosed type 2 diabetes
mellitus patients and 50 healthy controls. The HOMA IR method was used
in the present study for estimation of insulin resistance as it is
simple and appropriate. Results:
median value of fasting plasma insulin in cases was 7.45µU/ml
with mean 10.53 ± 9.42µU/ml while in control was
7.19 with mean 7.43 ± 2.26µU/ml (p value 0.025856)
and of fasting plasma glucose was 146 mg/dl with mean 164.12 +
54.43mg/dl and controls had median 112 with mean 110.6 + 7.07mg/dl (p
value 0.000000). The median value of HOMA IR score is 2.91 in cases
with mean value of 4.15 ± 3.56 and controls of 1.97, mean
2.03 + 0.64 (p value .000072). The most prevailing complications were
retinopathy 26%(13,p<0.01) and neuropathy26%(13,P<0.01). Conclusion: HOMA-IR
score in present study was higher, it indicates that IR was higher in
Patient of T2 DM in Gwalior Chambal zone as compared to other countries
and high score is associated with increase risk of diabetic
retinopathy, neuropathy, nepropathy, CAD, Peripheral vascular disease.
Keywords:
HOMA-IR, insulin resistance, type 2 diabetes, nephropathy, neuropathy
Manuscript
received: 4th Aug 2013,
Reviewed: 16th Dec Aug
Author
Corrected; 29th Aug 2013,
Accepted for Publication: 25th Sep 2014
Introduction
Type-2 diabetes mellitus is a heterogeneous disorder
characterized by chronic hyperglycemia due to dynamic interactions
between varying defects of insulin secretion and insulin resistance.
Either of these defects may be the predominant feature in a particular
case [1]. 29.1 million people or 9.3% of US populations have diabetics
in which diagnosed is 21.0 million and undiagnosed is 8.1 million
people [2]. In adults type 2 DM accounts for about 90-95% of all
diagnosed cases of diabetes. It usually begins with insulin resistance,
a disorder in which the cells primarily with in the muscles, liver, and
fat tissue do not use insulin properly [2]. Type 2 diabetics have
achieved pandemic proportions and it arises because insulin production
is inadequate relation to demand of the body [3]. The hemostasis model
assessment- estimated insulin resistance (HOMA-IR) developed by
Matthews et al has widely used for the estimation of insulin resistance
in the research [4]. Martins et al [5] established that insulin
resistance precedes and strongly predicts the development of type 2
diabetes mellitus among whites in the United States. There is paucity
of such studies in India. At present there is no exact cut off value of
insulin resistance by HOMA in various studies among Indians. In the
absence of local reference data for HOMA-IR score, we studied the
insulin resistance in 50 patients of type-2 diabetes mellitus and
normal healthy controls, to find out the insulin resistance value in
type-2 diabetes mellitus patients and controls in Gwalior Region. Thus,
estimation of insulin resistance was helpful in detection of early
complications and selecting the treatment options. Hence the present
study was planned.
Material
and Methods
The present study was a prospective case control study
conducted in the Department of Medicine, G.R. Medical College and J.A.
Group of Hospitals, Gwalior. Fifty newly diagnosed type 2 diabetes
mellitus patients and 50 healthy controls were studied.
Inclusion
criteria: American Diabetes Association criteria have been
used for selecting the newly diagnosed type-2 diabetes mellitus
patients [6].
Exclusion
criteria: Patients receiving drugs that alter the insulin
sensitivity
Oral hypoglycemic agents (Insulin, agonist, Prazosin,
Diuretics, Steroids, OCP's), Condition associated with insulin
resistance (PCOD, Thyrotoxicosis, Congestive cardiac failure, Chronic
renal failure, Cirrhosis, Pregnancy), Hypertension (JNC – 7
stage I hypertension and stage II hypertension). The volunteer study
subjects, who satisfied the inclusion and exclusion criteria, were
educated regarding the study, its aims ad objectives. If they were
willing to participate in the study, an informed consent was obtained
and the subject taken into the study.
Controls: 50
healthy age and sex matched volunteers who had no personal or family
history of diabetes mellitus, hypertension were recruited to serve as
controls. Exclusion criteria were clinical evidence of any illness,
personal or family history of Diabetes Mellitus, hypertension, current
use of any form of medication.
Collection of
data: All patients and controls were subjected to detailed
history and physical examination and investigations. Information on
age, sex and anthropometrics waist circumference, waist hip ratio,
height, weight, BMI [wt. (kg)/ ht (mtr2)] and ABI (was calculated using
mercury sphygmomanometer in both case and control) measures were
obtained from all cases and control subjects.
Patients were subjected to fundus examination to find out
any diabetic retinal abnormalities.
Fasting (overnight 8 hrs) and postprandial (2 hrs) venous
plasma glucose was determined by glucose oxidase method using glucose
auto analyzer. Concentrations of total cholesterol, triglyceride HDL,
LDL and cholesterol were determined by enzymatic kinetic method using
an auto analyzer. Renal function test viz. blood urea & serum
creatinine were done. Urine routine & microscopy and urine for
microalbumin were also determined.
The serum plasma was stored at 20oC until assayed.
Corresponding specific insulin concentration was determined by
radioimmunoassay (RIA) using a human specific antibody RIA kit ECG was
done..
Calculation of
insulin resistance by HOMA
The HOMA method developed in 1985 by Matthews and co-workers
was used in this study as it is simple and appropriate to developing
countries where dynamic studies like the euglycemic glucose clamp
technique [7], though the gold standard may not be feasible due to the
degree of sophistication and cost of equipment necessary. Recently
resistance in diabetic patients has been the focus of much attention
[7,8,9,]. A significant correlation has been reported between the
insulin resistance index calculated by HOMA and the
hyperinsulinemic-euglycemic clamp (clamp IR ) [7,10].
HOMA-IR was calculated using formula: HOMA IR) =
Fasting plasma glucose
(mg/dl)
__________________________________________ × Fasting plasma
insulin
______________________________18________________________________________________
22.5
The figure 22.5 in equation brings the insulin resistance
values to one (Insulin sensitivity of 100%) of normal subject.
Statistical
Analysis
Statistical analysis was done by calculation of range,
median, mean, standard deviation, percentage, odds ratio, chi square
test and p value.
Statistical
software:
The statistical software SPSS 10.0 was used for the analysis
of the data and Microsoft word and excel have been used to generate
graphs, tables etc.
Results
Table No. 1
Age wise
distribution of cases
Age (in years)
|
No. of Cases
|
%
|
31-40
|
09
|
18%
|
41-50
|
18
|
36%
|
51-60
|
20
|
40%
|
>61
|
03
|
06%
|
Total
|
50
|
100
|
Above table shows maximum no. of cases i.e. 40% belongs to
age group 51-60 years and mean age was 49.98 + 8.32 years.
Table No. 2
Insulin
Resistance by HOMA-IR Score of cases & controls
Character
|
Cases
|
Controls
|
P-value
|
FPI (microunit/ml)
Range
Median
Mean ± SD
|
0.92-48.47
7.45
10.53 ± 9.42
|
3.9-15.51
7.19
7.43 ± 2.26
|
0.025856
|
FPG (mg/dl)
Range
Median
Mean ± SD
|
96-371
146
164.12 ± 54.43
|
90-119
112
110.6 ± 7.07
|
0.000000
|
HOMA-IR Score
Range
Median
Mean ± SD
|
0.22-18.77
2.91
4.15 ± 3.56
|
1.08-4.4
1.97
2.03 ± 0.64
|
0.000072
|
The above table shows the median value of fasting plasma
insulin in cases was 7.45U/ml with mean 10.53 + 9.42U/ml while median
value of fasting plasma in control was 7.19 with mean 7.43 + 2.26U/ml
which is statistically significant (p value 0.025856).
The median value of fasting plasma glucose was 146 mg./dl
with mean 164.12 + 54.43mg/dl and controls had median 112 with mean
110.6 + 7.07mg/dl which is statistically highly significant (p value
0.000000).
Table No. 3
Co-relation of
Complications on the basis of HOMA-IR
Complications
|
HOMA-IR
≤ 3.31
|
HOMA-IR
> 3.31
|
P-Value
|
Retinopathy
Mean ± SD
(n= No. of cases)
|
1.93 ± 0.67
(n=6)
|
9.3 ± 5.12
(n=7)
|
0.0051
|
Nephropathy
Mean ± SD
(n= No. of cases)
|
1.77 ± 0.82
(n=6)
|
7.18 ± 3.29
(n=5)
|
0.00349
|
Neuropathy
Mean ± SD
(n= No. of cases)
|
1.8 ± 0.69
(n=5)
|
5.64 ± 2.1
(n=8)
|
0.002467
|
CAD
Mean ± SD
(n= No. of cases)
|
2.06 ± 1.04
(n=2)
|
5.76 ± 0.8
(n=3)
|
0.01
|
Risk of PVD
Mean ± SD
(n= No. of cases)
|
1.74 ± 0.27
(n=2)
|
5.68 ± 0.1
(n=4)
|
0.000009
|
All complications were significantly higher in patients with
HOMA IR >3.31.
Table No. 4
Relationship
between Albumin/Creatinine Ratio & HOMA-IR
Alb./Cr. Ratio (mg/g)
|
HOMA-IR
|
P-value
|
≤ 3.31
|
> 3.31
|
ND - < 30
Mean ± SD
(n= No. of cases)
|
1.97 ± 0.78
(n=22)
|
6.95 ± 3.92
(n=17)
|
0.000001
|
30-300
Mean ± SD
(n= No. of cases)
|
1.77 ± 0.82
(n=6)
|
6.02 ± 2.55
(n=4)
|
0.004571
|
>300
Mean ± SD
(n= No. of cases)
|
-
-
|
11.48 ±
(n=1)
|
-
|
Above table shows that most of the patients had albumin
creatinine ratio <30mg/g. Out of 39 patients, 17 patients had
HOMA IR >3.31.
11 patients had albumin creatinine ratio >30mg/g, of
which 5 patients had HOMA IR >3.31.
Discussion
The HOMA method developed by Mathew’s &
co-workers (1985)[11] was used in the present study for estimation of
Insulin resistance as it is simple and appropriate. The HOMA method has
been re-validated as a reliable method to asses insulin resistance in
clinical practice as the HOMA IR score is shown to closely mirror the
insulin resistance obtained by euglycemic clamp technique in assesment
of insulin resistance (BONORA E et-al 2000)[7]. At present there is no
exact cut off value of HOMA available in India. The present study was
undertaken to find out insulin resistance value in T2 DM patients and
age & sex matched healthy controls.
Complications
In the present study, most common complications in type 2 DM
were retinopathy & neuropathy (26% each) followed by
nephropathy in 22% cases, CAD in10% cases and risk of PVD in 12%.
Fasting plasma glucose, Fasting plasma Insulin and Insulin resistance.
Mean value of fasting plasma insulin in cases was found to be
10.53±9.42µU/ml while in controls
7.43±2.26µU/ml with p value (0.025) which is
statistically significant as shown in table no.12. Adamu G Bakari et
al. (2005)[12] study found mean FPI 4.20±1.78
µU/ml in 40 T2 DM patients, Vijay Vishwanathan et al
(2010)[13] found mean FPI 46.1±2.5 µU/ml in
controls in their study. In the present study, mean FPI in cases was
found to be higher than other studies i.e. may be marker of Insulin
resistance. Mean Fasting plasma Glucose in cases was
164.12±54.43 mg/dl while in controls it was
110.6±7.07 mg/dl with P value 0.000 and this difference is
statistically significant. Mean HOMA IR Score in studied cases was
4.15±3.56 & mean HOMA IR score in controls was
2.03±0.64 with P value 0.000072 which was statistically
highly significant. It means that Insulin resistance was found in type
2 DM patients.
HOMA IR in cases found to be mean 4.15±3.56.
Adamu G et al (2005)[12] found mean HOMA-IR 1.73 in diabetic patients,
Akira et al (2001)[14] found mean HOMA IR 2.04±1.56 in 55
type 2 DM patients. Bonora et al (2000)[7] found mean HOMA-IR of
2.06±0.14 in non diabetic normal population. Enzo Bonora et
al (2007)[15] reported HOMA-IR of 2.5 in normal subjects. Hui- Qi Qu,
et al (2011)[16] study showed that the best cut off of HOMA-IR for
identifying those with insulin resistance is 3.80. HOMA-IR score in
present study was higher than previous studies it indicates that IR was
higher in Patient of T2 DM in Gwalior Chambal zone as compared to other
countries.
It is interesting that equation given by Mathew &
co-workers [11] in 1985 shows that HOMA-IR 1 is equivalent to insulin
sensitivity of 100% but in present study it was found that the mean
value of HOMA IR score in cases was 4.15±3.56 while in
healthy controls it was 2.03±0.64 so normal cut off value
for HOMA-IR in healthy controls is difficult to specify. Mathew
& co-workers (1985)[11] said that normal value of HOMA-IR in
healthy controls should be 1 but the present study shows that the mean
value of HOMA-IR in healthy control was 2.03 & by adding two
standard deviation the normal cut off value should be
2.03±2x0.64 equal to 3.31. It indicates that the normal cut
off value of HOMA-IR in healthy persons in present study was 3.31.
Previously HOMA-IR was calculated in healthy controls in various
studies which are summarized in table from given below.
Table 5:
Showing comparison between various studies
Total 13 patients had diabetic retinopathy in studied group.
Out of 13 patients, 7 patients of diabetic retinopathy had HOMA-IR
score more than 3.31 while 6 patients had HOMA-IR less than cut off
value with p value of 0.0051, so higher insulin resistance was
statistically significant factor in the development of diabetic
retinopathy. In the present study total 11 patients had diabetic
nephropathy, of which 5 patients with diabetic nephropathy had HOMA-IR
>3.31 while 6 patients of diabetic nephropathy have HOMA-IR
≤3.31 with P Value (0.00349) which was statistically significant
factor. Thus, insulin resistance is associated with development of
diabetic nephropathy. Vijay Vishwnathan et al (2010)[13] also found
high Insulin resistance in T2 DM patients associated with diabetic
neuropathy they found that mean HOMA-IR significantly increases with
progression of renal disease. In the present study total 5 patients had
CAD, of which 3 patients had HOMA-IR >3.31 while 2 patients had
HOMA-IR ≤3.31 with p Value (0.01) which statistically
significant thus insulin resistance was a significant factor in
development of CAD. In the present study 13 patients had neuropathy, of
which 8 patients had HOMA-IR >3.31 while 5 patients had
HOMA-IR≤3.31 with p value 0.002467 which is statistically
significant factor in development of neuropathy. In the present study
total 6 patients had PVD; of which 4 patients had HOMA-IR score more
than 3.31 & 2 patients had HOMA ≤3.31 which is
statistically significant. Thus insulin resistance was significant
factor in development of PVD.
Diabetic
Nephropathy
Mean blood urea in cases was 31.96±10.84mg/dl and
in controls 29.76±6.56mg/dl mean serum creatinine value was
0.89±0.17mg/dl in cases and 0.87±0.113mg/dl in
controls (p value 0.49). Albumin creatinine ratio is important
indicator of nephropathy. Vijay Vishwanathan et al (2010)[13] studied
insulin resistance in different stages of diabetic renal dysfunction.
They found that insulin resistance increases with worsening of renal
function. In present study, 39 patients had normal albumin/creatinine
ratio (<30mg/dl) while 11 patients showed albumin/creatinine
ratio >30mg/dl. Out of 39 patients having normal
albumin/creatinine ratio, 17 patients had HOMA-IR >3.31 while
out of 11 patients having disturbed albumin/creatinine ratio, 5
patients had insulin resistance.
Conclusions
• Mean value of HOMA-IR was significantly
high in cases as compared to controls.
• In present study the normal
cut off value for HOMA IR was 3.31
• 44% type 2 DM patients had
insulin resistance (HOMA IR >3.31) while 4% controls had insulin
resistance (HOMA IR>3.31).
In day to day practice clinicians must think about insulin
resistance in diabetic patients. As insulin resistance is an
independent risk factor in diabetic patients in addition to all well
established risk factors i.e. CAD, Hypertension, and Obesity. It should
be measured in all the diabetic patients because it is cheap and easily
measurable from FPI and fasting blood sugar level. Its measurement will
help to prevent the development of various complications of diabetes at
early stages.
Funding:
Nil, Conflict of
interest:
Nil
Permission
from IRB:
Yes
References
1.
World Health Organization. Definition, Diagnosis and classification of
diabetes mellitus and its complications. Report of a WHO
consultation,WHO;Geneva,1999. Available from
Whqlibdoc.who.int/hq/1999/who_ncd_ncs_99.2.pdf cited on 4th Aug 2014.
2. National diabetes statistics report, 2014 –
centers for disease control.
http://www.cdc.gov/diabetes/pubs/statsreport14/national-diabetes-report-web.pdf
cited on 4th Aug 2014.
3. Diapedia, the living text book of diabetics.
www.diapedia.org/type-1-diabetes-mellitus/environmental-factors Aug 13,
2014 cited on aug 2014.
4. Nolan JJ, Færch K. Estimating insulin
sensitivity and beta cell function: perspectives from the modern
pandemics of obesity and type 2 diabetes. Diabetologia. 2012 Nov;
55(11):2863-7. Epub 2012 Aug 22. [PubMed]
5. Martin BC1, Warram JH, Krolewski AS, Bergman RN, Soeldner
JS, Kahn CR. Role of glucose and insulin resistance in the development
of type 2 diabetes mellitus: results of a 25 year follow up study.
Lancet. 1992 Oct 17;340(8825):925-9. [PubMed]
6. American Diabetes Association. Standards of Medical Care
in Diabetes - 2008. Diabetes Care. 2008;31 (Suppl 1):S13-S54.
7. Bonora E, Saggaini F, Targher G, et al. Homeostasis Model
Assessment closely mirrows the glucose clamp technique in the
assessment of insulin sensitivity. Diabetes Care 2000;23:23-25.
8.Defronzo RA Tobin JD , Andres R . Glucose clamp technique:
a method of quantifying insulin secretion and resistance.[internet]
available from : Am J Physiol. 1979 Sep;237(3):E214-23. [PubMed]
9. Emoto M, Nishizawa Y, Maekawa K, Hiura Y, Kanda H,
Kawagishi T, Shoji T, Okuno Y, Morii H: Homeostasis model assessment as
a clinical index of insulin resistance in type 2 diabetic patients
treated with sulfonylureas. Diabetes Care. 1999 May;22(5):818-22. [PubMed]
10. Fukushima M, Taniguchi A, Sakai M, Doi K, Nagasaka S,
Tanaka H, Tokuyama K, Nakai Y: Homeostasis model assessment as a
clinical index of insulin resistance: comparison with the minimal model
analysis (Letter). Diabetes Care 22:1911, 1999.
11. Olefsky JM., Kollerman OG, Mechanisms of Insulin
resistance in obesity and NIDDM.Amer. JJvted 1981,Am J Med
Jan;70(1):151-68. [PubMed]
12. Matthews, DR, Hosker, JP; Rudenski, AS, Naylor, BA,
Treacher, DF, Turner, RC. Homeostasis model assessment : insulin
resistance and the cell function from fasting plasma glucose and
insulin concentration in man. Diabetologia. 1985;28:412-419.
13. Nigerians. Adamu G Bakari and Geoffrey C Onyemelukwe:
Insulin resistance in type 2 diabetic. Int J Diabetes &
Metabolism (2005) 13: 24-27.
14. Vijay Viswanathan, priyanka TIlak, Rafi Meerza,
Satyavani Kumpatla: Insulin resistance at different stages of diabetic
kidney disease in India. Vol.58, Oct. 2010.
15. Akira Katsuki, MD, Yasuhiro Sumida, MD Rika Araki
Sasaki, MD et al: Homeostasis Model Assessment is a reliable indicator
of insulin resistance during follow up of patients with type 2
diabetes, Diabetes care 24:362-365, 2001.
16. Enzo Bonora, MD, PHd Stefan Kiechi, Johann Willett et al
Insulin resistance as esimtaed by homesotasis model assessment predicts
incident symptomatic cardiovascular disease in Caucasian subjects from
the general population: Diabetes care: vol. 30, number 2 Feb. 2007.
17. Hui- Qi Qu, Quan Li et al . Definition of insulin
Resistance using HOMA-IR for americans of Mexican descent using machine
learning.june 14, 2011. Available from: http://www.plosone.org cited on
4th Aug 2014.
How to cite
this article?
Purohit V, Tiwari V. Study of Insulin Resistance in Type 2
Diabetes Mallitus by Homa-IR Score. Int J Med Res Rev 2015;3(1):3-9.doi:10.17511/ijmrr.2015.i01.02