Evaluating the Influence of Uncontrolled Diabetes Mellitus on Hematological and Urinary Biomarkers in Young Adults
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Abstract
Background: Uncontrolled diabetes mellitus (DM) is a significant public health concern, especially in young adults, due to its potential to cause multi-organ complications. Objective: This study evaluates the influence of uncontrolled DM on hematological and urinary biomarkers and explores the association with diabetes-related complications. Methods: A cross-sectional study was conducted from January to December 2024 across three medical colleges in Khulna, Bangladesh, including 160 DM patients aged 30-40 years with disease duration >5 years. Data were collected via structured interviews, clinical examinations, and laboratory tests. Results: The majority of participants were aged 35-40 years (62.5%) and male (55%). Obesity was prevalent in 31.25%. Mean fasting blood sugar and postprandial blood sugar levels were 180 ± 35 mg/dL and 260 ± 50 mg/dL, respectively, with a mean HbA1c of 9.5 ± 1.8%. Hypertension (68.75%) and nephropathy (45%) were the most common complications. Elevated HbA1c correlated with increased serum creatinine (r = 0.68, p < 0.001). Dyslipidemia and subclinical hypothyroidism were also frequent, with LDL > 140 mg/dL significantly associated with nephropathy (OR: 3.2, p < 0.001). Only 56.25% adhered to regular follow-ups. Conclusion: Uncontrolled DM in young adults is associated with significant metabolic disturbances and a high burden of complications. These findings highlight the need for early screening, strict glycemic control, and integrated management approaches to prevent long-term adverse outcomes.
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1. American Diabetes Association. Diagnosis and Classification of Diabetes Mellitus. Diabetes Care. 2014;37(supplement 1):81–90.
2. International Diabetes Federation (IDF). IDF Diabetes Atlas. 9th ed. 2019. 34–60 p.
3. Agu K. Diabetes mellitus: A review of some of the prognostic markers of response to treatment and management. J Insul Resist. 2018;3(1):1–10.
4. Karaman A, Ozturk A, Ph D, Altunbas H, Gökce C, Kalkan A, et al. Prevalence of metabolic syndrome in the Mediterranean Region of Turkey: evaluation of hypertension, diabetes mellitus, obesity, and dyslipidemia. Metab Syndr Relat Disord. 2009;7(5):427–34.
5. Antwi-Baffour S, Kyeremeh R, Boateng S, Annison L, Seidu M. Haematological parameters and lipid profile abnormalities among patients with Type-2 diabetes mellitus in Ghana. Lipids Health Dis. 2018;17(283):1–9.
6. Waggiallah H, Alzohairy M. The effect of oxidative stress on human red cells glutathione peroxidase, glutathione reductase level, and prevalence of anemia among diabetics. N Am J Med Sci. 2011;3(7):344–7.
7. Gauci R, Hunter M, Bruce DG, Davis WA, Davis TME. Anemia complicating type 2 diabetes: Prevalence, risk factors and prognosis. J Diabetes Complications. 2017;31(7):1169–74.
8. Barbieri J, Fontela PC, Winkelmann ER, Eloise C, Zimmermann P, Sandri YP, et al. Anemia in Patients with type 2 diabetes mellitus. Hindawi Publ Corp. 2015;2015:1–7.
9. Feteh VF, Choukem S, Kengne A, Nebongo DN. Anemia in type 2 diabetic patients and correlation with kidney function in a tertiary care sub-Saharan African hospital: a cross-sectional study. BMC Nephrol. 2016;17(29):1–7.
10. Asmah RH, Yeboah G, Archampong TN, Brown CA, Amegatcher G, Adjei DN. Relationship between oxidative stress and haematological indices in patients with diabetes in the Ghanaian population. Clin Diabetes Endocrinol. 2015;1(7):4–8.
11. Kaur R, Kaur M, Singh J. Endothelial dysfunction and platelet hyperactivity in type 2 diabetes mellitus: molecular insights and therapeutic strategies. Cardiovasc Diabetol. 2018;17(121):1–17.
12. Hillson R. Diabetes and the blood–white cells and platelets. Pract Diabetes. 2015;32(5):159–60.
13. Demirtas L, Degirmenci H, Akbas EM, Ozcicek A, Timuroglu A, Gurel A. Association of hematological indicies with diabetes, impaired glucose regulation and microvascular complications of diabetes. Int J Clin Exp Med. 2015;8(7):11420–7.
14. Cakir L, Gulali A, Enginyurt O, Cakir S. Mean platelet volume increases in type 2 diabetes mellitus independent of HbA1c level. Acta Medica Mediterr. 2014;30:425–8.
15. Vozarova B, Weyer C, Lindsay RS, Pratley RE, Bogardus C, Tataranni PA. High white blood cell count is associated with a worsening of insulin sensitivity and predicts the development of type 2 diabetes. Diabetes. 2002;51:455–61.
16. Korniluk A, Koper-lenkiewicz OM, Kami J, Kemona H, Dymicka-piekarska V. Mean Platelet Volume (MPV): New Perspectives for an Old Marker in the Course and Prognosis of Inflammatory Conditions. Hindawi Publ Corp. 2019;1–26.
17. Pujani M, Gahlawat H, Agarwal C, Chauhan V, Singh K. Platelet parameters: Can they serve as biomarkers of glycemic control or development of complications in evaluation of type 2 diabetes mellitus? Iraqi J Hematol. 2018;7(72–78).
18. Yazici S, Turfan M, Hizal F. Coronary heart disease is associated with mean platelet volume in type 2 diabetic patients. Platelets. 2010;21(5):368–72.
19. Alhadas KR, Santos SN, Freitas MMS, Viana SMSA. Are platelet indices useful in the evaluation of type 2 diabetic patients? J Bras Patol Med Lab. 2016;52(2):96–102.
20. Kizilgul M, Sencar E, Ucan B, Beysel S, Ozcelik O, Ozbek M, et al. Components of the complete blood count in type 2 diabetes mellitus with inadequate glycemic control. Dicle Med J. 2018;45(2):113–20.
21. Osman NA, Mansour MM. Measurement of some haematological parameters in diabetic patient attending military hospital in Omdurman. Sudan Univ Sci Technol Institutional Digit Repos. 2013;0–1.
22. Jabeen F, Rizvi HA, Aziz F, Wasti AZ. Hyperglycemic induced variations in hematological indices in type 2 diabetics. Int J Adv Res. 2013;1(8):322–34.
23. Biadgo B, Melku M, Mekonnen S, Abebe M. Hematological indices and their correlation with fasting blood glucose level and anthropometric measurements in type 2 diabetes mellitus patients in Gondar, Northwest Ethiopia. Diabetes, Metab Syndr Obes Targets Ther. 2016;9:91–9.
24. Saad Z, Shehri A. The relationship between some biochemical and hematological changes in type 2 diabetes mellitus. Biomed Res Ther. 2017;4(11):1760–74.
25. Milosevic D, Panin VL. Relationship between hematological parameters and glycemic control in type 2 diabetes mellitus patients. J Med Biochem. 2019;38(2):164–71.
26. Appleton SL, Seaborn CJ, Visvanathan R, Hill CL, Gill TK, Taylor AW, et al. Diabetes and cardiovascular disease outcomes in the metabolically healthy obese phenotype. Diabetes Care [Internet]. 2013 Mar 15;36(8):2388–94.
27. Sherwani SI, Khan HA, Ekhzaimy A, Masood A, Sakharkar MK. Significance of HBA1C test in diagnosis and prognosis of diabetic patients. Biomarker Insights. 2016 Jan 1;11:BMI.S38440.
28. Zahra S, Saleem MK, Ejaz KF, Akbar A, Jadoon SK, Hussain S, et al. Prevalence of nephropathy among diabetic patients in North American region: A systematic review and meta-analysis. Medicine [Internet]. 2024 Sep 20;103(38):e39759.
29. Teo ZL, Tham YC, Yu M, Chee ML, Rim TH, Cheung N, et al. Global Prevalence of Diabetic Retinopathy and Projection of Burden through 2045. Ophthalmology. 2021 May 1;128(11):1580–91.
30. Biondi B, Kahaly GJ, Robertson RP. Thyroid dysfunction and diabetes mellitus: two closely associated disorders. Endocrine Reviews. 2019 Jan 14;40(3):789–824.
31. Hasan, H., Rahman, M. H. ., Haque, M. A., Rahman, M. S. ., Ali, M. S. ., & Sultana, S. . (2024). Nutritional Management in Patients with Chronic Kidney Disease: A Focus on Renal Diet. Asia Pacific Journal of Medical Innovations, 1(1), 34-40.
32. Begum N, Hriday MSH, Haque SA, Riipa MB. Enhancing Energy Management in Industries through MIS and Data Analytics Integration. Lett High Energy Phys. 2024 11(4):7255–7269.
33. Shaikat FB, Islam R, Happy AT, Faysal SA. Optimization of Production Scheduling in Smart Manufacturing Environments Using Machine Learning Algorithms. Lett High Energy Phys. 2025 12(1):1–15.
34. Chowdhury NR, Moname EJ, Al Azad G, Hani U, Nazmin F, Ferdaus F. Interplay Between Malnutrition and Infectious Diseases Insights from a Cross-Sectional Study in Bangladesh. Asia Pacific Journal of Medical Innovations. 2024;1(2):41-7.
35. Azad GA, Moname EJ, Chowdhury NR, Mondal S, Tisa AH, Ferdaus F. Co-Morbidity Landscape in Cancer Patients: Non-Communicable Disease Burden and Trends. Asia Pacific Journal of Medical Innovations. 2024;1(2):48-54.
36. Nazmin F, Roy A, Bushra T, Retina IJ, Arnab KsH, Ferdaus F. Exploring the Prevalence and Social Determinants of ADHD and Comorbidities Among Urban School Aged Children in Bangladesh. Asia Pacific Journal of Medical Innovations. 2024;1(2):61-74.
37. Wohid F, Eme FW, Fahim IH, Mim M, Ferdaus F. Work Life Balance and Its Influence on Physical and Mental Health Among Female Teachers of Public University in Bangladesh. Asia Pacific Journal of Medical Innovations. 2024;1(2):68-75.
38. Mondal S, Arnab KH, Retina IJ, Bushra T, Roy A, Tisa AH, Ferdaus F. Mental Health Status and Stress Factors Among Junior Doctors in Public Hospitals in Bangladesh A Cross Sectional Analysis. Asia Pacific Journal of Surgical Advances. 2024;1(2):39-43.
39. Bushra T, Mondal S, Nazmin F, Arnab KH, Tisa AH, Roy A, Ferdaus F. Burden of Peptic Ulcer Disease Among Smoking and Non-Smoking Healthcare Providers A Comparative Cross-Sectional Study in Gazipur, Dhaka. Asia Pacific Journal of Surgical Advances. 2024;1(2):44-50.
40. Rima US, Islam J, Mim SI, Roy A, Dutta T, Dutta B, Ferdaus FF. Co-Infection of Tuberculosis and Diabetes: Implications for Treatment and Management. Asia Pacific Journal of Surgical Advances. 2024;1(2):51-8.
41. Arnab KH, Nazmin F, Mondal S, Tisa AH, Bushra T. Perceptions and Barriers to Breast Cancer Screening Among Women in Slum Areas: A Cross-Sectional Study. Asia Pacific Journal of Surgical Advances. 2024;1(2):59-65.
42. Karmakar S, Brinta MT. Assessing the Impact of Chronic Hypertension on Renal Function: A Cross-Sectional Study. Asia Pacific Journal of Surgical Advances. 2024;1(2):66-71.
43. Dutta B, Dutta T, Rima US, Islam J, Roy A, Mim SI, Ferdaus F. Burden of Antibiotic-Resistant Urinary Tract Infections in Rural Females: Insights from a Cross-Sectional Study in Bangladesh. Asia Pacific Journal of Surgical Advances. 2024;1(2):72-9.
44. Wohid F, Eme FW, Fahim IH, Mim M, Sultana T, Ferdaus F. Assessment of Nutrition Knowledge and Dietary Practices Among Non-Medical Students: A Cross-Sectional Study. Asia Pacific Journal of Surgical Advances. 2024;1(2):80-6.
45. Pandya V. Lipid abnormalities in kidney disease and management strategies. World Journal of Nephrology. 2015 Jan 1;4(1):83.