Advancing Diagnostic Accuracy and Quality of Patient Care Through the Implementation of a Flow Cytometry Quality Assurance Program.

Dylan Wang, Hong Fang, Chi Young Ok, Jeffrey L Jorgensen, L Jeffrey Medeiros, Wei Wang, Sa A Wang
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Abstract

Context.—: Flow cytometry immunophenotypic analysis plays an important role in the diagnosis, classification, and disease monitoring of hematologic neoplasms. The interpretation of flow cytometry testing can be challenging.

Objective.—: To explore ways to improve diagnostic accuracy and in turn enhance the quality of patient care.

Design.—: A flow cytometry quality assurance (QA) program was developed. Cases from various complex flow cytometry panels were randomly selected and cross-reviewed. The outcomes of the QA review were categorized into 3 groups: complete agreement, minor discrepancy, and major discrepancy. Each discrepancy underwent a process of documentation, discussion, and resolution. Here we summarize our 3 years of experience with this program.

Results.—: In total, 6166 cases were evaluated; 6028 cases (97.7%) showed complete concordance, 120 cases (2.0%) showed minor discrepancies, and 18 cases (0.3%) showed major discrepancies. Among the top 5 panels evaluated, the panel evaluating mature T-cell abnormalities showed the highest rate of discrepancy, whereas the panel for evaluation of myelodysplastic syndromes showed the lowest discrepancy rate. When analyzing the trends of concordance and discrepancy over time, we observed a statistically significant decrease in discrepancy rate over time, from 4% at the beginning of the 6-month period to 1.5% in the final 6-month period.

Conclusions.—: The overall concordance rate was 97.7%. The remaining 2.3% of cases showed discrepancies that required a correction, underscoring the value and necessity of having a QA program. The overall discrepancy rates exhibited a gradual decline over time, indicative of the positive impact of the QA program on enhancing diagnostic competency and accuracy over time.

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通过实施流式细胞仪质量保证计划,提高诊断准确性和患者护理质量。
背景流式细胞术免疫分型分析在血液肿瘤的诊断、分类和疾病监测中发挥着重要作用。流式细胞仪检测的解释可能具有挑战性:探索提高诊断准确性的方法,进而提高患者护理质量:设计:制定流式细胞仪质量保证(QA)计划。从各种复杂的流式细胞仪面板中随机抽取病例并进行交叉审查。质量保证审查结果分为三类:完全一致、轻微差异和重大差异。每种差异都要经过记录、讨论和解决的过程。在此,我们总结了 3 年来的经验:共评估了 6166 个病例;6028 个病例(97.7%)显示完全一致,120 个病例(2.0%)显示轻微差异,18 个病例(0.3%)显示严重差异。在前 5 个评估小组中,评估成熟 T 细胞异常的小组差异率最高,而评估骨髓增生异常综合征的小组差异率最低。在分析随着时间推移的一致性和差异趋势时,我们观察到差异率随着时间的推移出现了统计学意义上的显著下降,从 6 个月初期的 4% 降至最后 6 个月的 1.5%:结论:总体吻合率为 97.7%。其余 2.3% 的病例出现了需要纠正的差异,这凸显了质量保证计划的价值和必要性。随着时间的推移,总体差异率呈逐渐下降趋势,这表明质量保证计划对提高诊断能力和准确性产生了积极影响。
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