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Patne, Hisalkar, and Dubey: Type 2 Diabetes and Inflammation; Correlation of commonly used inflammatory biomarker with marker of glycemic control


Introduction

India leads the world with largest number of Diabetics subjects hence can be called as Diabetic capital of World. Diabetes Mellitus (DM) is nothing but a disorder of glucose metabolism which has been known to human since immemorial time. About 415 Million people are suffering from Diabetes and this figure is expected to be 640 Million by 2040.1

Many research studies have demonstrated importance of monitoring glycemia because there is positive direct relationship between blood sugar level and progression of diabetic complications.2, 3

In last decade though studies hypothesis has been drawn that pathogenesis of diabetes connects to a state of subclinical chronic inflammation.4, 5

As such inflammation is protective mechanism of the body, but in chronic condition like diabetes this protective mechanism becomes important mechanism for progression of disease.6

C-reactive protein(C-RP) is major acute phase protein which is consider as an indicator of low grade systemic inflammation.7

In case of Type 2 Diabetes mellitus, CRP is an independent predictor of T2DM.8, 9, 10, 11, 12

Over nutrition and physical inactivity leads to excess fat accumulation, acts as a major risk factor for insulin resistance and Type 2 Diabetes.13 It has been evident that hypertrophied adipocytes are involved with inflammatory condition.14, 15, 16, 17, 18 Inflammatory cytokines released from adipose tissues exert an endocrine effect to promote insulin resistance and also leads to elevated CRP.19, 20, 21

HbA1c which is also called as glycated hemoglobin is considered as best available biochemical parameter to assess glycemic control in diabetic patients. HbA1c is closely associated to response to treatment and risk of developing complications.

It provides overall glycemic control for previous 6-8 weeks.22

In past decades the number of people with Type 2 Diabetes has been more than doubled globally, making it one of the most important public health challenges to all nations. Diabetes is recently known to be an inflammatory disease.

The severity of disease and grave complications has been prompted to undertake the following study. Hence our study was planned to correlate glycemic marker with pro inflammatory maker (C - reactive protein) in type 2 diabetes and its comparison with healthy controls. Important objectives of study:

  1. To compare efficiency of HbA1C in diagnosis of Type 2 Diabetes.

  2. To evaluate CRP for further complications of Type 2 Diabetes

  3. To derive correlation b/w CRP and HbA1C

Material and Methods

This study was conducted in Peoples College of Medical Sciences and Research Centre Bhopal and associated People’s Hospital Bhopal. Total 500 subjects included in this study were divided into 2 groups:

  1. Group I: included 249 normal healthy individuals, who were in the age group 25- 70 years, of either sex and without any family history of diabetes mellitus.

  2. Group II: included 250 diagnosed patients of type 2 DM in the same age group i.e., 25-70 years.

  3. Subjects were also classified on the basis of gender, 140 Males and 110 Females were there in Control- Case group.

Inclusion criteria

Type-2 DM diagnosed on the basis of the ADA 2015 guidelines was included in the study.

Table 0

Criteria for diabetes diagnosis: 4 options

A1C ≥6.5%* Perform in lab using NGSP-certified method and standardized to DCCT assay

FPG ≥126 mg/dL (7.0 mmol/L)* Fasting defined as no caloric intake for ≥8 hours

2-hour PG ≥200 mg/dL (11.1 mmol/L) during OGTT (75-g)* Performed as described by the WHO, using glucose load containing the equlivalent of 75g anhydrous glucose dissolved in water

Random PG ≥200 mg/dL (11.1 mmol/L) In persons with symptoms of hyperglycemia or hyperglycemic crisis 23

Exclusion criteria

Type 1 DM, congestive heart failure, tuberculosis, gout, rheumatoid arthritis, renal failure and those who were on hypoglycaemic drugs and on insulin therapy were excluded from the study.

C - reactive protein and HbA1C, were analysed on Roche Cobas C311

Table 0

Test

Bulb

Method

Glycosylated hemoglobin (HbA1C)

EDTA

Immunoturbidimetric method

C-Reactive Protein

Plain Vial/Serum Separating Tube

Immunoturbidimetric assay

Statistical analysis of data: All data were expressed as Mean ± SD. Statistical analysis was done using unpaired students-t-test. A level of p value <0.05 was used to indicate statistical significance in all analyses. The correlation between the parameters was carried out using Pearson’s correlation.

Result

The comparison of 250 controls with 250 cases has been shown in following tables:

Table 1

This table shows comparison of HbA1C and CRP in controls and Cases. The results were statistically significant as p value <0.001.

S.No

Parameters

Controls

Cases

P value

1.

No of subjects

250

250

-

2.

HbA1c

4.45±0.64

9.06±2.79

<0.0001

3.

CRP

4.52±1.09

16.87±0.97

<0.0001

Table 2

This table shows comparison of HbA1C and CRP in Healthy Male Controls and Diabetic Male Cases. The results were statistically significant as p value <0.001..

S.No

Parameters

Controls Male

Cases Male

P value

1.

No of subjects

140

140

-

2.

HbA1c

4.46±0.37

8.89±2.76

<0.0001

3.

CRP

4.37±0.34

16.87±0.97

<0.0001

Table 3

This table shows comparison of HbA1C and CRP in Healthy Female Controls and Diabetic Female Cases. The results were statistically significant as p value <0.001.

S.No

Parameters

Controls Female

Cases Female

P value

1.

No of subjects

110

110

-

2.

HbA1c

4.43±0.36

9.28±2.82

<0.0001

3.

CRP

4.37±0.35

16.97±1.00

<0.0001

Table 4

This table shows Correlation b/w HbA1C and CRP in Diabetic Cases. HbA1C and C - reactive protein showed positive correlation with each other, but correlation was found to be a weak.

S.No

Variable

Correlation Coefficient

p Value

4

C-Reactive Protein

0.08

0.18

p<0.05 was considered as statistically significant

The Pearson correlation b/w CRP and HbA1C was 0.0.08 (r2 = 0.007) which means it is a positive correlation but a weak one

Discussion

The exponential rise in the prevalence of diabetes and hence its complications has been of great concern to health care provider worldwide. In our study HbA1c was significantly elevated in diabetic cases when compared with healthy controls. (Table 4).

We have also compared HbA1C on the basis of Gender. Control males were compared with cases males (Table No. 2), and female controls were compared to female cases comparison were statistically significant (p<0.005).

The study conducted by Prof. K Goswami 24 to estimate HbA1c among 204 subjects showed similar results as our study. They also demonstrated correlation of HbA1c and estimated average glucose and found that on increasing Blood Sugar level, HbA1c % also increases. Miza Asif Baig concluded in his study that HbA1c can be used effectively for diagnosis of Type 2 Diabetes mellitus and also as a predictive marker for complication of diabetes.25 Pro-inflammatory marker CRP has also been studied and compared among cases and controls. Diabetic cases showed significant elevation of CRP when compared to healthy controls (Table 4). CRP was also compared on the basis of gender within study groups. (Table 5, Table 6) and difference among cases and controls was statistically different. One of the hypotheses suggests that CRP may have indirect effect on insulin sensitivity and insulin production from pancreatic beta cells through alteration of immune response due to elevated systemic inflammation. High levels of CRP is also involved in production of adhesion molecules like E-selectin, ICAM-1, VCAM-1 which play role in vascular endothelial dysfunction insulin transport and insulin resistance.26 We have also correlated mean HbA1c in cases with mean CRP level and found weak positive correlation ( p value- 0.008, R2-0.007). This correlation could be explained by formation of advanced glycation end products (AGE). AGEs are product of non enzymatic glycation and oxidation of proteins and lipids, which are formed in hypoglycaemia and diabetes. 27, 28 AGEs produced from glycation is having toxic properties associated with inflammation and oxidative stress. 29 Tejan wu 30 et al conducted the third national health and nutrition examination survey which investigated associated between CRP and HbA1c among 2466 men and 2876 women and conclusion was drawn that CRP level was associated with higher HbA1c. This study suggests possible role of inflammation in diabetes.

Conclusion

Over study revealed that HbA1c is elevated in type 2 Diabetes and is a most reliable marker and screening tool that can predict complication of diabetes.

CRP is an pro-inflammatory marker which is elevated in low grade systemic inflammation disease. HbA1c and CRP when detected together the impact was substantially greater. This HbA1c and CRP in combination can be a potential Predictive marker for Type 2 Diabetes mellitus.

These results support the role of hyperglycemia in development of inflammation and resistance in Type 2 Diabetes Mellitus. Early Detection of hyperglycemia and Blood Glycemic Control can prevent complication and further decrease morbidity and mortality.

Source of Funding

No financial support was received for the work within this manuscript.

Conflict of Interest

The authors declare they have no conflict of interest.

References

1 

International diabetic federation. IDF Diabetes Atlas7th EDn.Brussels: International Diabetic federation2015

2 

J B Sarah S N Soma J Margaret M Jeremy S Shiva M Charles Adequacy of glycemic, lipid, and blood pressure management for patients with diabetes in a managed care settingDiabetes Care2004276948

3 

VR Mahato P Gyawali PP Raut KP Singh DP Raj Pandeya Association between glycaemic control and serum lipid profile in type 2 diabetic patients: Glycated haemoglobin as a dual biomarkerBiomed Res201122337580

4 

J. C. Pickup M. A. Crook Is Type II diabetes mellitus a disease of the innate immune system?Diabetologia199841101241810.1007/s001250051058

5 

JC Pickup MB Mattock GD Chusney D Burt NIDDM as a disease of the innate immune system: association of acute-phase reactants and interleukin-6 with metabolic syndrome XDiabetologia1997401112869210.1007/s001250050822

6 

JF Navarro C Mora Role of inflammation in diabetic complicationsNephrol dial Transplant 200520122601410.1093/ndt/gfi155

7 

PM Ridker Clinical Application of C-Reactive Protein for Cardiovascular Disease Detection and PreventionCirculation20031073363910.1161/01.cir.0000053730.47739.3c

8 

A D Pradhan J E Manson N Rifai J E Buring P M Ridker C-reactive protein, interleukin 6, and risk of developing type 2 diabetes mellitusJ Am Med Assoc2001286332734

9 

A. Festa R. D'Agostino R. P. Tracy S. M. Haffner Elevated Levels of Acute-Phase Proteins and Plasminogen Activator Inhibitor-1 Predict the Development of Type 2 Diabetes: The Insulin Resistance Atherosclerosis StudyDiabetes20025141131710.2337/diabetes.51.4.1131

10 

T. S. Han N. Sattar K. Williams C. Gonzalez-Villalpando M. E.J. Lean S. M. Haffner Prospective Study of C-Reactive Protein in Relation to the Development of Diabetes and Metabolic Syndrome in the Mexico City Diabetes StudyDiabetes Care2002251120162110.2337/diacare.25.11.2016

11 

J. Spranger A. Kroke M. Mohlig K. Hoffmann M. M. Bergmann M. Ristow Inflammatory Cytokines and the Risk to Develop Type 2 Diabetes: Results of the Prospective Population-Based European Prospective Investigation into Cancer and Nutrition (EPIC)-Potsdam StudyDiabetes2003523812710.2337/diabetes.52.3.812

12 

F. B. Hu J. B. Meigs T. Y. Li N. Rifai J. E. Manson Inflammatory Markers and Risk of Developing Type 2 Diabetes in WomenDiabetes200453369370010.2337/diabetes.53.3.693

13 

J P Wilding Obesity and nutritional factors in the pathogenesis of type 2 diabetes mellitusTextbook of Diabetes, J. C. PickupBlackwell Science, Oxford, UK200321

14 

M. A. Rupnick D. Panigrahy C.-Y. Zhang S. M. Dallabrida B. B. Lowell R. Langer Adipose tissue mass can be regulated through the vasculatureProc Natl Acad Sci2002991610730510.1073/pnas.162349799

15 

P Trayhurn IS Wood Adipokines: inflammation and the pleiotropic role of white adipose tissueBr J Nutr20049233475510.1079/bjn20041213

16 

GS Hotamisligil E Erbay Nutrient sensing and inflammation in metabolic diseasesNat Rev Immunol20088129233410.1038/nri2449

17 

IS Wood FP de Heredia B Wang P Trayhurn Cellular hypoxia and adipose tissue dysfunction in obesityProc Nutr Soc2009684370710.1017/s0029665109990206

18 

GS Hotamisligil Endoplasmic Reticulum Stress and the Inflammatory Basis of Metabolic DiseaseCell201014069001710.1016/j.cell.2010.02.034

19 

G S Hotamisligil B M Spiegelman Tumor necrosis factor α: a key component of the obesity-diabetes linkDiabetes1994431112718

20 

G S Hotamisligil P Arner J F Caro R L Atkinson B M Spiegelman Increased adipose tissue expression of tumor necrosis factor-alpha in human obesity and insulin resistance.J Clin Investig199595524091510.1172/jci117936

21 

A. E. Caballero S. Arora R. Saouaf S. C. Lim P. Smakowski J. Y. Park Microvascular and macrovascular reactivity is reduced in subjects at risk for type 2 diabetesDiabetes199948918566210.2337/diabetes.48.9.1856

22 

A Farmer RIG Holt CS Cockram BJ Flyvbjerg Goldstein Monitoring Diabetes InText book of Diabetes.5th Edn.2017Wiley Blackwell37484

23 

American Diabetes Association Diagnosis and classification of diabetes mellitusDiabetes Care2014378190

24 

K Goswami Correlation of HbA1C levels with average Estimated blood Glucose levels in improvement of Diabetes ManagementInt J Biotechnol Biochem2017320510

25 

MA Baig Comparative evaluation of efficiency of HbA1C, fasting and post prandial blood glucose levels, in the diagnosis of type-2 diabetes mellitus and its prognostic outcomeInt J Res Med Sci20153113245910.18203/2320-6012.ijrms20151170

26 

M.C. Calle M.L. Fernandez Inflammation and type 2 diabetesDiabetes Metab20123831839110.1016/j.diabet.2011.11.006

27 

M. A. Smith S. Taneda P. L. Richey S. Miyata S. D. Yan D. Stern Advanced Maillard reaction end products are associated with Alzheimer disease pathology.Proc Natl Acad Sci U S A199491125710410.1073/pnas.91.12.5710

28 

N. Shibata A Hirano S Kato R Nagai S Horiuchi T Komori Advanced glycation endproducts are deposited in neuronal hyaline inclusions: a study on familial amyotrophic lateral sclerosis with superoxide dismutase-1 mutationActa Neuropathol1999973240610.1007/s004010050980

29 

M Takeuchi S Yamagishi TAGE (toxic AGEs) hypothesis in various chronic diseasesMed Hypotheses20046334495210.1016/j.mehy.2004.02.042

30 

T Wu JP Dorn RP Donahue Associations of Serum C-reactive Protein with Fasting Insulin, Glucose, and Glycosylated Hemoglobin The Third National Health and Nutrition Examination SurveyAm J Epidemiol19881553571



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