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中华临床实验室管理电子杂志 ›› 2021, Vol. 09 ›› Issue (03) : 133 -137. doi: 10.3877/cma.j.issn.2095-5820.2021.03.002

质量控制

基于六西格玛模式评价糖化血红蛋白的分析性能及质控策略的设计
刘倩1, 付梅1, 姚丽1, 孙瑾1, 梁伟1, 杨伏猛1,()   
  1. 1. 222006 江苏连云港,连云港市第二人民医院检验科
  • 收稿日期:2020-09-02 出版日期:2021-08-26
  • 通信作者: 杨伏猛
  • 基金资助:
    江苏省卫健委科研面上项目(M2020079); 江苏省连云港市卫生科研计划项目(201817); 南京医科大学康达学院科研发展基金重点项目(KD2019KYJJZD010)

Design of analysis performance and quality control strategy for evaluating HbA1c based on six sigma model

Qian Liu1, Mei Fu1, Li Yao1, Jin Sun1, Wei Liang1, Fumeng Yang1,()   

  1. 1. Department of Clinical Laboratory, The Second People's Hospital of Lianyungang, Lianyungang Jiangsu 222006, China
  • Received:2020-09-02 Published:2021-08-26
  • Corresponding author: Fumeng Yang
引用本文:

刘倩, 付梅, 姚丽, 孙瑾, 梁伟, 杨伏猛. 基于六西格玛模式评价糖化血红蛋白的分析性能及质控策略的设计[J]. 中华临床实验室管理电子杂志, 2021, 09(03): 133-137.

Qian Liu, Mei Fu, Li Yao, Jin Sun, Wei Liang, Fumeng Yang. Design of analysis performance and quality control strategy for evaluating HbA1c based on six sigma model[J]. Chinese Journal of Clinical Laboratory Management(Electronic Edition), 2021, 09(03): 133-137.

目的

应用六西格玛(6σ)模式评价糖化血红蛋白(HbA1c)的分析性能,并初步建立HbA1c项目的室内质控策略和质量改进措施。

方法

收集本实验室HbA1c项目2020年国家卫健委临床检验中心室间质评数据及2020年1月至6月两个浓度水平的室内质控数据,并结合四个不同来源的允许总误差(TEa)分别计算HbA1c项目的σ水平,同时应用标准化的西格玛性能验证图进行标示。依据具有批长度的Westgard西格玛规则流程图和质量目标指数(QGI),制定HbA1c项目的室内质控策略和质量改进方案。

结果

基于西班牙室间质评标准和德国RiliBAK标准作为质量目标时,HbA1c的分析性能均处于“世界一流”水平;而基于“适当”生物学变异和我国室间质评标准作为质量目标时,HbA1c的分析性能分别处于“不可接受”和“优秀”水平。本研究依据我国室间质评标准作为质量目标,同时结合具有批长度的Westgard西格玛规则,初步建立以下质控策略:选择13s/22s/R4s多规则(N=2)且分析批长度为450个患者的样本作为HbA1c的室内质控方案。且QGI计算结果显示,HbA1c项目的偏倚是影响其分析性能的主要因素,需优先在正确度的提升方面制定相应的改进措施。

结论

6σ模式能够客观评价HbA1c项目的分析性能,且在实验室质控策略的设计和检测质量的改进方面具有重要的指导意义。

Objective

The six sigma model was used to evaluate the analytical performance of glycosylated hemoglobin (HbA1c), and the internal quality control (IQC) strategy and quality improvement measures for the HbA1c was initially established.

Methods

The data of external quality assessment (EQA) of HbA1c from National Center for Clinical Laboratories (NCCL) in 2020 and its IQC data of the two concentration levels from January to June 2020 were collected. And based on the allowable total error (TEa) from four different sources to calculate the sigma level of HbA1c respectively. Meanwhile, analytical performance of HbA1c was demonstrated on the standardized sigma performance verification chart. According to the Westgard sigma rule flow chart with batch length and quality goal index (QGI), IQC strategy and quality improvement plan of the HbA1c were formulated.

Results

The analytical performance of HbA1c was at the "world-class" level based on the Spanish EQA standard and the German RiliBAK standard, while the quality goals were based on the "desirable" biological variation and EQA standard of China, analytical performance of HbA1c was at the "unacceptable" and "excellent" levels, respectively. This study was based on EQA standard of China as the quality goal, and combined with the Westgard sigma rule with batch length, and initially established the following IQC strategy: 13s/22s/R4s multiple rules (N=2) with batch length of 450 samples was selected as the IQC strategy for HbA1c. Besides, the calculation of QGI showed that the bias of HbA1c was the main factor affecting its analytical performance, and it was necessary to prioritize the formulation of corresponding improvement measures in terms of accuracy.

Conclusion

The six sigma model can objectively evaluate the analytical performance of HbA1c, and has important guiding significance in the design of laboratory quality control strategies and the improvement of detection quality.

表1 HbA1c的项目偏倚
表2 HbA1c项目室内质控的变异系数(2020年1-6月)
表3 不同TEa来源时HbA1c项目的σ水平
图1 不同TEa条件时HbA1c标准化的西格玛性能验证图
图2 具有批长度的Westgard西格玛规则流程图
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