Estimation of the influence of hypoglycemia and body mass index on health-related quality of life, in patients with type 2 diabetes mellitus

  • Goran Z Cvetanović General Hospital of Leskovac, Leskovac, Serbia
  • Marija Stojiljković General Hospital of Leskovac, Leskovac, Serbia
  • Mirjana Miljković General Hospital of Leskovac, Leskovac, Serbia
Keywords: diabetes mellitus, type 2, quality of life, hypoglycemia, body mass index,

Abstract


Background/Aim. Recent data have shown that obese patients with type 2 diabetes mellitus (T2DM) have more commonly impaired glycemic control and complication such as neuropathy as well as a higher mortality rate than normal body weight patients with diabetes. The aim of this study was to quantify patient-reported rates of hypoglycemia, determine body mass index (BMI) and evaluate their association with health-related quality of life (HRQL) estimated by EuroQoL-EQ 5-dimensional (EQ-5D) questionnaire in individuals with T2DM after adjusting for age, duration of diabetes mellitus and presence of late diabetes complications. Methods. This clinical-epidemiological cross sectional study involved 269 consecutively selected adult patients of both sexes with T2DM duration longer than one year. The standardized Serbian version of the EQ-5D 3 level version – EQ-5D-3L questionnaire with a visual analogue scale-VAS (EQ-VAS), was used to assess respondents’ HRQL and utility values. Results. The average age of participants was 65.1 ± 9.3 years; hypoglycemia was registered in 71.0%, obesity in 43.9% and chronic complications in 88.8% of the patients. Half of the patients did not reach the target value of glycated hemoglobin (HbA1c) < 7.0%. Patients that experienced episodes of hypoglycemia years compared to those with good glycemic control were significantly younger at diagnosis (54.19 vs 57.59 years, respectively) and less likely to be graduated at tertiary school (7.3% vs 35.1%, respectively). They had higher mean EQ-5D subscale score (pain/discomfort: 1.86 vs 1.68, respectively), lower VAS (55.99 vs 62.44) and EQ-5D index (0.85 vs 0.87, respectively). Obese patients were more likely to be female with higher systolic and diastolic pressure, triglycerides, waist circumference, subscale score (anxiety/depression 2.01 vs 1.80) and rates of hypoglycemia per year. After adjusting for confounders, the presence of hypoglycemia had 2,035 greater odds for experienced problems related to pain/discomfort. The unit increase of BMI had 1.05 greater odds for experienced problems related to mobility and anxiety/depression. Hypoglycemia was associated with significantly lower levels of the VAS score (b = -0.13). Increasing of BMI was associated with significantly lower EQ-5D index value (b = -1.78). The rates of hypoglycemia were not associated with VAS score and EQ-5D index values. Conclusion. Results demonstrated a significant association of hypoglycemia and obesity with impaired HRQL determined by the EQ-5D questionnaire. Lifestyle measures aimed to reduce obesity and hypoglycemia together with optimal diabetic therapy regiment can markedly improve patients' HRQL.

References

Guariguata L, Whiting DR, Hambleton I, Beagley J, Linnenkamp U, Shaw JE. Global estimates of diabetes prevalence for 2013 and projections for 2035. Diabetes Res Clin Pract 2014; 103(2): 137−49.

Tamayo T, Rosenbauer J, Wild SH, Spijkerman AM, Baan C, Forouhi NG, et al. Diabetes in Europe: An update. Diabetes Res Clin Pract 2014; 103(2): 206−17.

Incidence and mortality of diabetes in Serbia 2011. Serbian Diabetes Registry Report N. 6. Belgrade: Institute of Public Health of Serbia "Dr Milan Jovanovic Batut"; 2011. (Serbian)

El-Kebbi IM, Cook CB, Ziemer DC, Miller CD, Gallina DL, Phillips LS. Association of younger age with poor glycemic control and obesity in urban african americans with type 2 diabetes. Arch Intern Med 2003; 163(1): 69−75.

Nguyen NT, Nguyen XT, Lane J, Wang P. Relationship between obesity and diabetes in a US adult population: Findings from the National Health and Nutrition Examination Survey, 1999-2006. Obes Surg 2011; 21(3): 351−5.

Abate N. Obesity and cardiovascular disease. Pathogenetic role of the metabolic syndrome and therapeutic implications. J Diabetes Complications 2000; 14(3): 154−74.

Miranda-Massari JR, Gonzalez MJ, Fernando AS, Cidre C, Paz IM, Charvel J, et al. Metabolic Correction as a tool to improve diabetes type 2 management. Bol Asoc Med P R 2015; 107(2): 54−9.

Dennett SL, Boye KS, Yurgin NR. The impact of body weight on patient utilities with or without type 2 diabetes: A review of the medical literature. Value Health 2008; 11(3): 478−86.

Vexiau P, Mavros P, Krishnarajah G, Lyu R, Yin D. Hypoglycemia in patients with type 2 diabetes treated with a combination of metformin and sulphonylurea therapy in France. Diabetes Obes Metab 2008; 10(1): 16−24.

Lundkvist J, Berne C, Bolinder B, Jönsson L. The economic and quality of life impact of hypoglycemia. Eur J Health Econ 2005; 6(3): 197−202.

Rodbard HW, Jellinger PS, Davidson JA, Einhorn D, Garber AJ, Grunberger G, et al. Statement by an American Association of Clinical Endocrinologists/American College of Endocrinology consensus panel on type 2 diabetes mellitus: An algorithm for glycemic control. Endocr Pract 2009; 15(6): 540−59.

Stargardt T, Gonder-Frederick L, Krobot KJ, Alexander CM. Fear of hypoglycaemia: Defining a minimum clinically important difference in patients with type 2 diabetes. Health Quality Life Outcomes 2009; 7(1): 91.

Heintz E, Wiréhn A, Peebo BB, Rosenqvist U, Levin L. QALY weights for diabetic retinopathy: A comparison of health state valuations with HUI-3, EQ-5D, EQ-VAS, and TTO. Value Health 2012; 15(3): 475−84.

Schram MT, Baan CA, Pouwer F. Depression and quality of life in patients with diabetes: A systematic review from the European depression in diabetes (EDID) research consortium. Curr Diabetes Rev 2009; 5(2): 112−9.

Brazier J, Roberts J, Deverill M. The estimation of a preference-based measure of health from the SF-36. J Health Econ 2002; 21(2): 271−92.

Wang C, Lin C, Huang T, Chien M, Hsieh S, Huang Y, et al. Inertia on hypoglycemia: Highlight from a Taiwan subgroup analysis of Real-Life Effectiveness and Care Patterns of Diabetes Management (RECAP-DM) study. Diabetes Res Clin Pract 2012; 98(1): 61−7.

Greiner W, Claes C, Busschbach JJ, Schulenburg-Graf JM. Validating the EQ-5D with time trade off for the German population. Eur J Health Econom 2005; 6(2): 124−30.

American Diabetes Association Workgroup on Hypoglycemia. Defining and reporting hypoglycemia in diabetes: A report from the American Diabetes Association Workgroup on Hypoglycemia. Diabetes Care 2005; 28: 1245−9.

WHO. Obesity: preventing and managing the global epidemic. Report of a WHO Consultation. Geneva: WHO Technical Report Series 894; 2000.

Pickering TG, Hall JE, Appel LJ, Falkner BE, Graves J, Hill MN, et al. Recommendations for blood pressure measurement in humans and experimental animals: Part 1: Blood pressure measurement in humans: a statement for professionals from the Subcommittee of Professional and Public Education of the American Heart Associatio. Circulation 2005; 111(5): 697−716.

Lee WJ, Song K, Noh JH, Choi YJ, Jo M. Health-related quality of life using the EuroQol 5D questionnaire in Korean patients with type 2 diabetes. J Korean Med Sci 2012; 27(3): 255−60.

Rabin R, Charro F. EQ-5D: A measure of health status from the EuroQol Group. Ann Med 2001; 33(5): 337−43.

Grandy S, Fox KM. EQ-5D visual analog scale and utility index values in individuals with diabetes and at risk for diabetes: Findings from the Study to Help Improve Early evaluation and management of risk factors Leading to Diabetes (SHIELD). Health Qual Life Outcomes 2008; 6(1): 18.

Pettersson B, Rosenqvist U, Deleskog A, Journath G, Wändell P. Self-reported experience of hypoglycemia among adults with type 2 diabetes mellitus (Exhype). Diabetes Res Clin Pract 2011; 92(1): 19−25.

Donnelly LA, Morris AD, Frier BM, Ellis JD, Donnan PT, Durrant R. DARTS/MEMO Collaboration. Frequency and predictors of hypoglycaemia in type 1 and insulin-treated type 2 diabetes: A population based study. Diabet Med 2005; 22(6): 449−55.

UKPDS. UK prospective study of therapies of maturity-onset diabetes. I. Effect of diet, sulphonylurea, insulin or biguanide therapy on fasting plasma glucose and body weight over one year. Diabetologia 1983; 24(6): 404−11.

Williams SA, Pollack MF, Dibonaventura M. Effects of hypoglycemia on health-related quality of life, treatment satisfaction and healthcare resource utilization in patients with type 2 diabetes mellitus. Diabetes Res Clin Pract 2011; 91(3): 363−70.

Amiel SA, Dixon T, Mann R, Jameson K. Hypoglycaemia in Type 2 diabetes. Diabet Med 2008; 25(3): 245−54.

Ji L, Zou D, Liu L, Qian L, Kadziola Z, Babineaux S, et al. Increasing body mass index identifies Chinese patients with type 2 diabetes mellitus at risk of poor outcomes. J Diabetes Complications 2015; 29(4): 488−96.

Grandy S, Chapman HR, Fox MK. for the SHIELD Study Group. Quality of life and depression of people living with type 2 diabetes mellitus and those at low and high risk for type 2 diabetes: Findings from the Study to Help Improve Early evaluation and management of risk factors Leading to Diabetes (SHIELD). Int J Clin Pract 2008; 62(4): 562−8.

Litwak L, Goh SY, Hussein Z, Malek R, Prusty V, Khamseh EM. Prevalence of diabetes complications in people with type 2 diabetes mellitus and its association with baseline characteristics in the multinational A1chieve study. Diabetol Metab Syndr 2013; 5(1): 57.

Hunger M, Schunk M, Meisinger C, Peters A, Holle R. Estimation of the relationship between body mass index and EQ-5D health utilities in individuals with type 2 diabetes: Evidence from the population-based KORA studies. J Diabetes Complications 2012; 26(5): 413−8.

Published
2017/09/19
Section
Original Paper