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Glycosylated hemoglobin as a marker of
dyslipidemia in type 2 diabetes mellitus
patients in a tertiary care hospital
Patel DK, Gamit DN, Patel AB, Gohil BH.
Natl J Physiol Pharm Pharmacol 2017;7(1):113-118.
Dr. Nabeel Beeran Abdul Rahiman
3rd Year PG,
Dept. Of Physiology
Moderator: Dr. Kalpana B
1
Introduction
• Type 2 diabetes mellitus (DM) is one of the modern
pandemics.
• Type 2 DM is a common secondary cause of dyslipidemia.
• Glycosylated Hb (HbA1c), a product of interaction between
glucose molecule and hemoglobin, assesses the effectiveness
of glucose control over previous 3 months.
• Glycosylated Hb is a better indicator of blood glucose as
compared to fasting blood glucose and postprandial blood
glucose.
2
Aim of the study
1) To know the prevalence of dyslipidemias associated with
type 2 DM.
2) To study the impact of the glycemic status on lipid profile in
type 2 DM.
3) To evaluate the efficacy of HbA1c as a marker of
dyslipidemia in type 2 DM.
3
Literature Evaluation
Ahmed N,et.al.,2008 Good glycemic control does affect the lipid profile in Type 2
Diabetes Mellitus.
Ahmad Khan H,2007 HbA1c can provide valuable supplementary information
about the extent of circulating lipids besides its primary role
in monitoring long-term glycemic control.
Otieno CF,et.al.,2005 There was significant proportion of quantitative
dyslipidemia in the study population especially with the
Total--and LDL- cholesterols.
Al-Adsani A,et.al.,2004 Type 2 DM patients have a high prevalence of dyslipidemia
and obesity.
Abraira C,et.al.,2003 The primary objective of the Veterans Affairs Diabetes Trial
(VADT) is the assessment of the effect of intensive glycemic
treatment on cardiovascular events. 4
Research Methodology
• Study group: This study was carried out at GMERS Valsad
Hospital included 50 subjects (indoor) having type-2 DM,
presented to diabetes clinic, outpatient department and
various wards of Medicine Department.
• Inclusion criteria: Patients having diagnosed with Type 2 DM
with no clinical evidence of coronary artery disease and more
than 40 years old.
• Exclusion criteria: Pregnant women, patients taking
hypolipidemic drugs and who had other causes of secondary
hyperlipidemia.
5
Conduction of the study
• The detailed history was taken in detail about symptoms of
diabetes and its complications.
• All previous records of patients were checked for duration of
diabetes, past and present medications, glycemic control,
previous admissions, and the presence of any complication.
• A detailed family history for diabetes and another associated
condition like hypertension and IHD was taken.
• Personal history regarding dietary habits, sleep, appetite,
substance abuse, bladder, and bowel habits were taken.
6
• Detailed menstrual and obstetric history was taken in female
patients.
• Any signs of atherosclerosis were looked for.
• Thorough systemic examination was carried out.
• Hemogram, urine analysis, fasting and blood sugar after 2 hours
of major meal, HbA1c, lipid profile, chest X-Ray,
electrocardiogram and echocardiogram were performed.
• Appropriate statistical test was used for data analysis.
7
Results
8
9
10
11
12
13
14
Discussion
• Type 2 DM is known to have relation with BMI with higher
prevalence among overweight and obese individuals. Mean BMI
in this study was 27.12. There was a correlation between BMI and
type 2 DM which is consistent with the result in the study
conducted by Al-Adsani et al., 2004.
• In this study, out of 50 patients, 46% had LDL ≥100 mg/dl which is
consistent with the studies conducted by Ahmed et al., Otieno et
al. and Al-Adsani et al.
• In this study, 52% of the patients had HDL <40 mg/dl and 38% of
the patients had TC ≥200 mg/dl. The study Otieno et al. and Al-
Adsani et al. revealed the same correlation. Out of total 50
patients, 38% of the patients had TC ≥200 mg/dl. It is consistent
with the study conducted by Ahmed et al. 15
• Out of 18 patients having HbA1c ≤8%, 17% had LDL ≥100 mg/dl,
while out of 32 patients having HbA1c > 8%, 63% of the patients
had LDL ≥100 mg/dl. Thus, we found a significant correlation
between HbA1c level and LDL level (P < 0.001). The result is
consistent with the studies conducted by Al-Adsani et al., and
Ahmed et al.
• Out of 18 patients having HbA1c ≤8%, 28% had HDL <40 mg/dl
while out of 32 patients having HbA1c >8%, 65% of the patients
had HDL <40 mg/dl. Thus, they found a significant negative
correlation between HbA1c level and HDL level (P < 0.001). Al-
Adsani et al., and Ahmed et al. revealed the similar correlation.
• In patients having HbA1c ≤8%, 6% of the patients had TG level
≥200 mg/dl, while those patients having HbA1c >8%, 41% had TGL
≥ 200 mg/dl. The correlation was significant (P < 0.01) as was in
Ahmed et al. 16
• In patients having HbA1c ≤8%, only 6% of the patients had TC level
≥200 mg/dl, while in patients having HbA1c level >8%, 56% of the
patients had TC ≥200 mg/dl. Thus, this study showed a significant
correlation between glycemic control and TC level (P < 0.01) which
is consistent with the findings in studies like Ahmed et al.
• HbA1c had direct correlation with LDL, TC, and TG and had a
negative correlation with HDL. The findings of the study clearly
indicate that HbA1c is not only a useful biomarker of long-term
glycemic control but also a good predictor of lipid profile.
• In patients having retinopathy, 18% had HbA1c level ≤8% while
82% of the patients had HbA1c >8% (P < 0.05). In patients having
nephropathy, 17% of the patients had HbA1c ≤8% while 83% of
the patients had HbA1c >8% (P < 0.5). In patients with cardiac
dysfunction, 24% had HbA1c level ≤8% while 76% of the patients
had HbA1c >8% (P < 0.5). 17
• Thus, in this study, they found significant correlation between
HbA1c level and retinopathy. The result is consistent with UKPDS,
DCCT studies. In these studies, there was a significant correlation
between HbA1c level and nephropathy and cardiac dysfunction.
• In this study, out of total 23 patients having LDL ≥100 mg/dl, 48%
had retinopathy, 26% had nephropathy, and 43% patients had
cardiac dysfunction (P < 0.5). Out of total 26 patients having HDL
<40 mg/dl, 54% patients had retinopathy, 27% had nephropathy
and 42% of the patients had cardiac dysfunction (P < 0.5).
18
• Out of 19 patients having TC ≥200 mg/dl, 63% patients had
retinopathy (P < 0.05), 32% had nephropathy (P < 0.5) and 37%
patients having cardiac dysfunction. Out of 14 patients having
TGL ≥ 200 mg/dl, 64%patients had retinopathy (P < 0.1), 26%
patients had nephropathy and 57% patients had cardiac
dysfunction (P < 0.05).
• Thus, in this study, they found significant correlation between
diabetic complications like retinopathy and nephropathy with
raised triglycerides and total cholesterol level.
• For cardiac dysfunction, there was correlation with raised LDL,
low HDL and high triglyceride level but no correlation we could
obtain between total cholesterol level and cardiac dysfunction.
19
Conclusion
• HbA1c level showed the direct correlation with levels of
LDL-C, TG, and TC.
• HbA1c had negative correlation with high-density
lipoprotein (HDL) level.
• Patients with HbA1c level >8% had higher frequency of
raised LDL, raised TC, raised TG and low HDL as compared
to those with HbA1c ≤8%.
20
Critical Appraisal
 Clinical significance: a) HbA1c was efficacious in predicting the
dyslipidemias and various complications in type 2 DM patients.
b) A significant prevalence of dyslipidemias
was found in type 2 diabetes patients.
 Drawbacks: a) Study design was not mentioned.
b) Method of sampling was not mentioned.
c) Time duration for the study was not mentioned.
d) Long-term follow-up was required for better
understanding of progression and interrelation of diabetes and its
complications.
e) This study did not include the follow-up of the
patients. All the patients enrolled were selected from tertiary care
centre and the majority of them had a long duration of diabetes
more than 5 years, so a time bias was present in this study. 21
References
1. Ramachandran A. In: Das S, Moses CR, editors. Epidemiology
of Type 2 Diabetes and Its Complications in India, Moses
Manual on Diabetes Mellitus. New Delhi: IJCP Group of
Publications; 2007. p. 36-45.
2. Powers AC. Diabetes Mellitus Harrison’s Principles of Internal
Medicine. 18th ed., Vol. 2. Ch. 344. 2012. p. 2968-3003.
3. McFarlane SM, Castro J, Kirpichnikov D, Sowers JR.
Hypertension in diabetes mellitus. Joslin’s Diabetes Mellitus.
14th ed., Vol. 57. Philadelphia, PA: Lea & Febiger; 2005. p.
969-73.
4. Abraira C, Duckworth W, McCarren M, Emanuele N, Arca D,
Reda D, et al. Design of the cooperative study on glycemic
control and complications in diabetes mellitus type 2:
Veterans Affairs Diabetes Trial. J Diabetes Complications.
2003;17(6):314-22. 22
5. Adler AI, Stratton IM, Neil HA, Yudkin JS, Matthews DR, Cull CA,
et al. Association of systolic blood pressure with macrovascular
and microvascular complications of type 2 diabetes (UKPDS 36):
Prospective observational study. BMJ. 2000;321(7258):412-9.
6. The relationship of glycemic exposure (HbAc) to the risk of
development and progression of retinopathy in the diabetes
control and complications trial. Diabetes. 1995;44(8):968-83.
7. Laakso M. Glycemic control and the risk for coronary heart
disease in patients with non-insulin-dependent diabetes
mellitus. The Finnish studies. Ann Intern Med. 1996;124:127-30.
8. Al-Adsani A, Memon A, Suresh A. Pattern and determinants of
dyslipidaemia in type 2 diabetes mellitus patients in Kuwait.
Acta Diabetol. 2004;41(3):129-35.
23
9. Ahmed N, Khan J, Siddiqui TS. Frequency of dyslipidaemia in
type 2 diabetes mellitus in patients of Hazara division. J Ayub
Med Coll Abbottabad. 2008;20(2):51-4.
10. Otieno CF, Mwendwa FW, Vaghela V, Ogola EN, Amayo EO.
Lipid profile of ambulatory patients with type 2 diabetes
mellitus at Kenyatta National Hospital, Nairobi. East Afr Med
J. 2005;82 12 Suppl: S173-9.
11. Ahmad Khan H. Clinical significance of HbA1c as a marker of
circulating lipids in male and female type 2 diabetic patients.
Acta Diabetol. 2007;44(4):193-200.
12. Krentz AJ, Bailey CJ. Type 2 Diabetes in Practice. London:
Royal Society of Medicine Press; 2001. p. 188.
13. Kreisberg RA. Diabetic dyslipidemia. Am J Cardiol.
1998;82(12A):67U-73.
24
THANK YOU
25

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Journal presentation

  • 1. Glycosylated hemoglobin as a marker of dyslipidemia in type 2 diabetes mellitus patients in a tertiary care hospital Patel DK, Gamit DN, Patel AB, Gohil BH. Natl J Physiol Pharm Pharmacol 2017;7(1):113-118. Dr. Nabeel Beeran Abdul Rahiman 3rd Year PG, Dept. Of Physiology Moderator: Dr. Kalpana B 1
  • 2. Introduction • Type 2 diabetes mellitus (DM) is one of the modern pandemics. • Type 2 DM is a common secondary cause of dyslipidemia. • Glycosylated Hb (HbA1c), a product of interaction between glucose molecule and hemoglobin, assesses the effectiveness of glucose control over previous 3 months. • Glycosylated Hb is a better indicator of blood glucose as compared to fasting blood glucose and postprandial blood glucose. 2
  • 3. Aim of the study 1) To know the prevalence of dyslipidemias associated with type 2 DM. 2) To study the impact of the glycemic status on lipid profile in type 2 DM. 3) To evaluate the efficacy of HbA1c as a marker of dyslipidemia in type 2 DM. 3
  • 4. Literature Evaluation Ahmed N,et.al.,2008 Good glycemic control does affect the lipid profile in Type 2 Diabetes Mellitus. Ahmad Khan H,2007 HbA1c can provide valuable supplementary information about the extent of circulating lipids besides its primary role in monitoring long-term glycemic control. Otieno CF,et.al.,2005 There was significant proportion of quantitative dyslipidemia in the study population especially with the Total--and LDL- cholesterols. Al-Adsani A,et.al.,2004 Type 2 DM patients have a high prevalence of dyslipidemia and obesity. Abraira C,et.al.,2003 The primary objective of the Veterans Affairs Diabetes Trial (VADT) is the assessment of the effect of intensive glycemic treatment on cardiovascular events. 4
  • 5. Research Methodology • Study group: This study was carried out at GMERS Valsad Hospital included 50 subjects (indoor) having type-2 DM, presented to diabetes clinic, outpatient department and various wards of Medicine Department. • Inclusion criteria: Patients having diagnosed with Type 2 DM with no clinical evidence of coronary artery disease and more than 40 years old. • Exclusion criteria: Pregnant women, patients taking hypolipidemic drugs and who had other causes of secondary hyperlipidemia. 5
  • 6. Conduction of the study • The detailed history was taken in detail about symptoms of diabetes and its complications. • All previous records of patients were checked for duration of diabetes, past and present medications, glycemic control, previous admissions, and the presence of any complication. • A detailed family history for diabetes and another associated condition like hypertension and IHD was taken. • Personal history regarding dietary habits, sleep, appetite, substance abuse, bladder, and bowel habits were taken. 6
  • 7. • Detailed menstrual and obstetric history was taken in female patients. • Any signs of atherosclerosis were looked for. • Thorough systemic examination was carried out. • Hemogram, urine analysis, fasting and blood sugar after 2 hours of major meal, HbA1c, lipid profile, chest X-Ray, electrocardiogram and echocardiogram were performed. • Appropriate statistical test was used for data analysis. 7
  • 9. 9
  • 10. 10
  • 11. 11
  • 12. 12
  • 13. 13
  • 14. 14
  • 15. Discussion • Type 2 DM is known to have relation with BMI with higher prevalence among overweight and obese individuals. Mean BMI in this study was 27.12. There was a correlation between BMI and type 2 DM which is consistent with the result in the study conducted by Al-Adsani et al., 2004. • In this study, out of 50 patients, 46% had LDL ≥100 mg/dl which is consistent with the studies conducted by Ahmed et al., Otieno et al. and Al-Adsani et al. • In this study, 52% of the patients had HDL <40 mg/dl and 38% of the patients had TC ≥200 mg/dl. The study Otieno et al. and Al- Adsani et al. revealed the same correlation. Out of total 50 patients, 38% of the patients had TC ≥200 mg/dl. It is consistent with the study conducted by Ahmed et al. 15
  • 16. • Out of 18 patients having HbA1c ≤8%, 17% had LDL ≥100 mg/dl, while out of 32 patients having HbA1c > 8%, 63% of the patients had LDL ≥100 mg/dl. Thus, we found a significant correlation between HbA1c level and LDL level (P < 0.001). The result is consistent with the studies conducted by Al-Adsani et al., and Ahmed et al. • Out of 18 patients having HbA1c ≤8%, 28% had HDL <40 mg/dl while out of 32 patients having HbA1c >8%, 65% of the patients had HDL <40 mg/dl. Thus, they found a significant negative correlation between HbA1c level and HDL level (P < 0.001). Al- Adsani et al., and Ahmed et al. revealed the similar correlation. • In patients having HbA1c ≤8%, 6% of the patients had TG level ≥200 mg/dl, while those patients having HbA1c >8%, 41% had TGL ≥ 200 mg/dl. The correlation was significant (P < 0.01) as was in Ahmed et al. 16
  • 17. • In patients having HbA1c ≤8%, only 6% of the patients had TC level ≥200 mg/dl, while in patients having HbA1c level >8%, 56% of the patients had TC ≥200 mg/dl. Thus, this study showed a significant correlation between glycemic control and TC level (P < 0.01) which is consistent with the findings in studies like Ahmed et al. • HbA1c had direct correlation with LDL, TC, and TG and had a negative correlation with HDL. The findings of the study clearly indicate that HbA1c is not only a useful biomarker of long-term glycemic control but also a good predictor of lipid profile. • In patients having retinopathy, 18% had HbA1c level ≤8% while 82% of the patients had HbA1c >8% (P < 0.05). In patients having nephropathy, 17% of the patients had HbA1c ≤8% while 83% of the patients had HbA1c >8% (P < 0.5). In patients with cardiac dysfunction, 24% had HbA1c level ≤8% while 76% of the patients had HbA1c >8% (P < 0.5). 17
  • 18. • Thus, in this study, they found significant correlation between HbA1c level and retinopathy. The result is consistent with UKPDS, DCCT studies. In these studies, there was a significant correlation between HbA1c level and nephropathy and cardiac dysfunction. • In this study, out of total 23 patients having LDL ≥100 mg/dl, 48% had retinopathy, 26% had nephropathy, and 43% patients had cardiac dysfunction (P < 0.5). Out of total 26 patients having HDL <40 mg/dl, 54% patients had retinopathy, 27% had nephropathy and 42% of the patients had cardiac dysfunction (P < 0.5). 18
  • 19. • Out of 19 patients having TC ≥200 mg/dl, 63% patients had retinopathy (P < 0.05), 32% had nephropathy (P < 0.5) and 37% patients having cardiac dysfunction. Out of 14 patients having TGL ≥ 200 mg/dl, 64%patients had retinopathy (P < 0.1), 26% patients had nephropathy and 57% patients had cardiac dysfunction (P < 0.05). • Thus, in this study, they found significant correlation between diabetic complications like retinopathy and nephropathy with raised triglycerides and total cholesterol level. • For cardiac dysfunction, there was correlation with raised LDL, low HDL and high triglyceride level but no correlation we could obtain between total cholesterol level and cardiac dysfunction. 19
  • 20. Conclusion • HbA1c level showed the direct correlation with levels of LDL-C, TG, and TC. • HbA1c had negative correlation with high-density lipoprotein (HDL) level. • Patients with HbA1c level >8% had higher frequency of raised LDL, raised TC, raised TG and low HDL as compared to those with HbA1c ≤8%. 20
  • 21. Critical Appraisal  Clinical significance: a) HbA1c was efficacious in predicting the dyslipidemias and various complications in type 2 DM patients. b) A significant prevalence of dyslipidemias was found in type 2 diabetes patients.  Drawbacks: a) Study design was not mentioned. b) Method of sampling was not mentioned. c) Time duration for the study was not mentioned. d) Long-term follow-up was required for better understanding of progression and interrelation of diabetes and its complications. e) This study did not include the follow-up of the patients. All the patients enrolled were selected from tertiary care centre and the majority of them had a long duration of diabetes more than 5 years, so a time bias was present in this study. 21
  • 22. References 1. Ramachandran A. In: Das S, Moses CR, editors. Epidemiology of Type 2 Diabetes and Its Complications in India, Moses Manual on Diabetes Mellitus. New Delhi: IJCP Group of Publications; 2007. p. 36-45. 2. Powers AC. Diabetes Mellitus Harrison’s Principles of Internal Medicine. 18th ed., Vol. 2. Ch. 344. 2012. p. 2968-3003. 3. McFarlane SM, Castro J, Kirpichnikov D, Sowers JR. Hypertension in diabetes mellitus. Joslin’s Diabetes Mellitus. 14th ed., Vol. 57. Philadelphia, PA: Lea & Febiger; 2005. p. 969-73. 4. Abraira C, Duckworth W, McCarren M, Emanuele N, Arca D, Reda D, et al. Design of the cooperative study on glycemic control and complications in diabetes mellitus type 2: Veterans Affairs Diabetes Trial. J Diabetes Complications. 2003;17(6):314-22. 22
  • 23. 5. Adler AI, Stratton IM, Neil HA, Yudkin JS, Matthews DR, Cull CA, et al. Association of systolic blood pressure with macrovascular and microvascular complications of type 2 diabetes (UKPDS 36): Prospective observational study. BMJ. 2000;321(7258):412-9. 6. The relationship of glycemic exposure (HbAc) to the risk of development and progression of retinopathy in the diabetes control and complications trial. Diabetes. 1995;44(8):968-83. 7. Laakso M. Glycemic control and the risk for coronary heart disease in patients with non-insulin-dependent diabetes mellitus. The Finnish studies. Ann Intern Med. 1996;124:127-30. 8. Al-Adsani A, Memon A, Suresh A. Pattern and determinants of dyslipidaemia in type 2 diabetes mellitus patients in Kuwait. Acta Diabetol. 2004;41(3):129-35. 23
  • 24. 9. Ahmed N, Khan J, Siddiqui TS. Frequency of dyslipidaemia in type 2 diabetes mellitus in patients of Hazara division. J Ayub Med Coll Abbottabad. 2008;20(2):51-4. 10. Otieno CF, Mwendwa FW, Vaghela V, Ogola EN, Amayo EO. Lipid profile of ambulatory patients with type 2 diabetes mellitus at Kenyatta National Hospital, Nairobi. East Afr Med J. 2005;82 12 Suppl: S173-9. 11. Ahmad Khan H. Clinical significance of HbA1c as a marker of circulating lipids in male and female type 2 diabetic patients. Acta Diabetol. 2007;44(4):193-200. 12. Krentz AJ, Bailey CJ. Type 2 Diabetes in Practice. London: Royal Society of Medicine Press; 2001. p. 188. 13. Kreisberg RA. Diabetic dyslipidemia. Am J Cardiol. 1998;82(12A):67U-73. 24