A 19-color single-tube full spectrum flow cytometry assay for the detection of measurable residual disease in acute myeloid leukemia

IF 2.5 4区 生物学 Q3 BIOCHEMICAL RESEARCH METHODS
Hendrik Fokken, Julian Waclawski, Nadine Kattre, Arnold Kloos, Sebastian Müller, Max Ettinger, Tim Kacprowski, Michael Heuser, Tobias Maetzig, Adrian Schwarzer
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Abstract

Multiparameter flow cytometry (MFC) has emerged as a standard method for quantifying measurable residual disease (MRD) in acute myeloid leukemia. However, the limited number of available channels on conventional flow cytometers requires the division of a diagnostic sample into several tubes, restricting the number of cells and the complexity of immunophenotypes that can be analyzed. Full spectrum flow cytometers overcome this limitation by enabling the simultaneous use of up to 40 fluorescent markers. Here, we used this approach to develop a good laboratory practice-conform single-tube 19-color MRD detection assay that complies with recommendations of the European LeukemiaNet Flow-MRD Working Party. We based our assay on clinically-validated antibody clones and evaluated its performance on an IVD-certified full spectrum flow cytometer. We measured MRD and normal bone marrow samples and compared the MRD data to a widely used reference MRD-MFC panel generating highly concordant results. Using our newly developed single-tube panel, we established reference values in healthy bone marrow for 28 consensus leukemia-associated immunophenotypes and introduced a semi-automated dimensionality-reduction, clustering and cell type identification approach that aids the unbiased detection of aberrant cells. In summary, we provide a comprehensive full spectrum MRD-MFC workflow with the potential for rapid implementation for routine diagnostics due to reduced cell requirements and ease of data analysis with increased reproducibility in comparison to conventional FlowMRD routines.

Abstract Image

一种19色单管全光谱流式细胞术检测急性髓系白血病中可测量的残留疾病。
多参数流式细胞术(MFC)已成为定量急性髓性白血病(AML)中可测量残留病(MRD)的标准方法。然而,传统流式细胞仪上可用通道的数量有限,需要将诊断样本分成几个管,这限制了可以分析的细胞数量和免疫表型的复杂性。全谱流式细胞仪克服了这一限制,使同时使用多达40个荧光标记。在这里,我们使用这种方法开发了一种符合良好实验室规范的单管19色MRD检测方法,该方法符合欧洲白血病网络Flow-MRD工作组的建议。我们的检测基于临床验证的抗体克隆,并在ivd认证的全谱流式细胞仪上评估其性能。我们测量了MRD和正常骨髓样本,并将MRD数据与广泛使用的参考MRD- mfc面板进行了比较,产生了高度一致的结果。使用我们新开发的单管面板,我们在健康骨髓中建立了28种共识白血病相关免疫表型的参考值,并引入了半自动降维、聚类和细胞类型鉴定方法,有助于无偏检测异常细胞。总之,我们提供了一个全面的全谱MRD-MFC工作流程,与传统的Flow-MRD程序相比,由于减少了细胞需求,易于数据分析,可重复性提高,因此具有快速实施常规诊断的潜力。这篇文章受版权保护。版权所有。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Cytometry Part A
Cytometry Part A 生物-生化研究方法
CiteScore
8.10
自引率
13.50%
发文量
183
审稿时长
4-8 weeks
期刊介绍: Cytometry Part A, the journal of quantitative single-cell analysis, features original research reports and reviews of innovative scientific studies employing quantitative single-cell measurement, separation, manipulation, and modeling techniques, as well as original articles on mechanisms of molecular and cellular functions obtained by cytometry techniques. The journal welcomes submissions from multiple research fields that fully embrace the study of the cytome: Biomedical Instrumentation Engineering Biophotonics Bioinformatics Cell Biology Computational Biology Data Science Immunology Parasitology Microbiology Neuroscience Cancer Stem Cells Tissue Regeneration.
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