Evaluation of the HbA1c Analytical Performance on the Bio-Rad D-10 Analyzer Using Sigma Metrics at the Clinical Diagnostic Laboratory, USM Medical Centre Bertam

Authors

  • Muhammad Amali Kamarudin USM Medical Centre Bertam (PPUSMB)
  • Salbiah Isa Advanced Medical and Dental Institute, Universiti Sains Malaysia
  • Wan Aslizan Wan Azian USM Medical Centre Bertam (PPUSMB)
  • Salwa Jamil USM Medical Centre Bertam (PPUSMB)

Keywords:

HbA1c, Bio-Rad D-10, high-performance liquid chromatography, Six Sigma, analytical performance, quality control

Abstract

Glycated haemoglobin (HbA1c) is a key biomarker for long-term glycaemic control in diabetes management, necessitating high analytical accuracy and precision. This study evaluated the performance of HbA1c assay on the Bio-Rad D-10 analyzer, which employs high-performance liquid chromatography (HPLC) method, using Sigma metrics at the Clinical Diagnostic Laboratory (CDL), USM Medical Centre Bertam (PPUSMB). A retrospective analysis of two-level internal quality control (IQC) data from February to August 2025 was conducted. Imprecision was calculated and expressed as coefficient of variation (CV%), bias was determined from Unity Interlaboratory Program data, and Sigma scores were calculated according to CLIA 2024 guideline. Results revealed variable performance at QC Level 1, with Sigma scores ranging from 3.30 to 9.01, indicating marginal to world-class quality. The performance variability was attributed to higher bias and imprecision at lower analyte concentrations. In contrast, QC Level 2 consistently demonstrated excellent to world-class performance, with Sigma scores between 5.63 and 14.70, supported by low bias (0.20–0.79%) and CV% (0.50–0.93%). In conclusion, the Bio-Rad D-10 analyzer provides robust analytical performance, particularly at higher HbA1c concentrations. However, lower concentration levels require closer monitoring and strengthen quality control monitoring strategies to maintain results’ reliability. Sigma metrics offer a structured framework for evaluating method performance but should be complemented by additional quality indicators for comprehensive assessment.

Author Biography

  • Salbiah Isa, Advanced Medical and Dental Institute, Universiti Sains Malaysia

    Clinical Diagnostic Laboratory, USM Medical Centre Bertam (PPUSMB), Universiti Sains Malaysia.

References

[1] WHO. Urgent action is needed as global diabetes cases increase four-fold over past decades [Internet]. Who.int. World Health Organization: WHO; 2024. Available from: https://www.who.int/news/item/13-11-2024-urgent-action-needed-as-global-diabetes-cases-increase-four-fold-over-past-decades

[2] International Diabetes Federation. Diabetes around the world in 2025 [Internet]. IDF Diabetes Atlas. International Diabetes Federation; 2025. Available from: https://diabetesatlas.org/

[3] Kolarić V. Chronic Complications of diabetes and quality of life. Acta Clin Croat. 2022 Jan 1;61(3).

[4] Chai JH, Ma S, Heng D, Yoong J, Lim WY, Toh SA, et al. Impact of analytical and biological variations on classification of diabetes using fasting plasma glucose, oral glucose tolerance test and HbA1c. Scientific Reports [Internet]. 2017 Oct 20;7(1):13721. Available from: https://www.nature.com/articles/s41598-017-14172-8

[5] Lee S, Liu T, Zhou J, Zhang Q, Wong WT, Tse G. Predictions of diabetes complications and mortality using hba1c variability: a 10-year observational cohort study. Acta Diabetol [Internet]. 2020 Sep 16;58(2):171–80. Available from: https://link.springer.com/article/10.1007/s00592-020-01605-6

[6] Ahmad R, Iqbal F, Muhammad AS, Muhammad TM, None K, Riaz S. Comparison of glycated hemoglobin (Hba1c%) between high performance liquid chromatography (HPLC) and non-HPLC methodology. J Health Rehabil Res. 2024 May 8;4(2):557–61.

[7] Zechmeister B, Fischer A, Abass E. Comparing a direct whole blood enzymatic assay with high-performance liquid chromatography for HbA1c measurement. J Diabetes Sci Technol. 2023 Oct 28;18(1):244–6.

[8] Yun H, Park J won , Kim JK. A Comparative evaluation of HbA1c measurement methods and their implications for diabetes management. Diagnostics. 2023 Nov 15;13(22):3449–9.

[9] Badrick T, Theodorsson E. Six Sigma – Is it time to re-evaluate its value in laboratory medicine? Clinical Chemistry and Laboratory Medicine (CCLM). 2024 Jun 11;62(12):2398–400.

[10] Bibek PM, Thapa A, Acharya S, Narayan G, Sanjiv KP, Rabindra KR, et al. Application of sigma metrics for evaluating analytical performance of HbA1C testing on D10- HbA1C analyzer. J Drug Delivery Ther. 2024 Apr 15;14(4):27–32.

[11] Nor W, Shafii N, Salwani T, Yaacob NM. Evaluation of HbA1c using high performance liquid chromatography and capillary electrophoresis in type 2 diabetes mellitus patients suspected to have haemoglobin variant. Malta Med J [Internet]. 2023 [cited 2025 Nov 1];35(2):51–6. Available from: https://mail.mmsjournals.org/index.php/mmj/article/view/615

[12] Clinical and Laboratory Standards Institute. Evaluation of precision performance of quantitative measurement methods; approved guideline. 2nd ed. CLSI document EP5-A2. Wayne (PA): CLSI; 2004.

[13] Li M, Wu X, Xie W, Zeng Y, Wang H, Chen H, et al. Analytical performance evaluation of the Mindray enzymatic assay for hemoglobin A1c measurement. Scientific Reports. 2024 May 29;14(1).

[14] Cas W, Siebelder C, Lenters E, Slingerland R, English E. The risk of clinical misinterpretation of HbA1c: Modelling the impact of biological variation and analytical performance on HbA1c used for diagnosis and monitoring of diabetes. Clin Chim Acta. 2023 Aug 1;548:117495–5.

[15] Mahmood MI, Daud F, Ismail A. Glycaemic control and associated factors among patients with diabetes at public health clinics in Johor, Malaysia. Public Health. 2016 Jun;135:56–65.

[16] Erdoğan D, Yasemin, Erdoğan H. Tools for evaluating the performance of HbA1c analyzer: Sigma metric and quality goal index ratio. International J Med Biochem [Internet]. 2025 [cited 2025 Nov 1];5(1):71–5. Available from: https://internationalbiochemistry.com/jvi.aspx?un=IJMB-77598&volume=5&issue=1

[17] Shafii N, Che Soh NAA, Tuan Ismail TS, Omar J, Wan Azman WN, Mat Jelani A, et al. Interferences of HbA1c Analysis in Hospital Universiti Sains Malaysia – 3 Years Study. Malaysian Appl Biol. 2021 Nov 30;50(2):19–23.

[18] Bayat H, Westgard SA, Westgard JO. The value of Sigma-metrics in laboratory medicine. Clin Chem Lab Med. 2024 Jun 12;62(12):2401–4.

[19] Kang F, Li W, Lou Y, Shan Z. Application of biological variation and sigma metrics to evaluate the performance of HbA1c in external quality assessment. Scand J Clin Lab Invest. 2022 Jul 23;82(5):398–403.

[20] Gürbüz M. Analytical performance evaluation of a clinical microbiology laboratory using sigma metrics. J Contemp Med. 2025 Jan 31;15(1):14–8.

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Published

2025-11-06

Issue

Section

Journal of Biomedical and Clinical Sciences