Memorial Sloan Kettering Cancer Center, Department of Pathology, Hematopathology Service, New York, New York, USA.
Cytometry B Clin Cytom. 2021 Jul;100(4):509-518. doi: 10.1002/cyto.b.21953. Epub 2020 Sep 8.
The diagnosis of CLL/SLL relies on flow cytometric immunophenotyping. Increasing emphasis is being placed on precise detection of the minimal residual disease. Following antigen recommendations of ERIC and ESCCA's Harmonization Project, we validated a 14-color assay for the characterization CD5+ lymphoproliferative neoplasms and CLL MRD with a sensitivity of at least 10 .
The assay was designed based on ERIC/ESCCA recommended antigens with the addition of CD40 for alternate gating when CD19 expression is reduced. Lower limit of quantitation/lower limit of detection, assay procedural precision, linearity, and limit of blank were established. Then, 52 CD5+ B-cell lymphoproliferative neoplasms (41 CLL/11 non-CLL) and 29 normal samples were used for parallel evaluation. Automated cluster identification and quantitation of CLL clones in MRD setting was performed using Barned-Hutt SNE. Separation analysis between CLL and non-CLL phenotypes was performed by PCA and bh-SNE.
Separation ratios for each antigen exceeded ERIC/ESCCA guidelines. Precision was <20% at LLOQ (0.01%). The limit of blank was <10/500,000 cells. Concordance between the 14-color and legacy assay (Deming regression y = 1.01x, r = .99) was seen. All 20 samples with MRD levels 0.5%-0.006% (median 0.04%) showed an abnormal cell cluster by bh-SNE, with concordant results between manual and automated quantitation (y = x, r = 1). CLL cases clustered together and away from mantle cell lymphoma by bh-SNE and PCA with outlier atypical phenotype CLL cases posing diagnostic challenges by both manual and automated analysis.
The 14-color CD5+ LPD assay provides a robust standardization platform for MRD and disease characterization using both manual and automated analysis.
CLL/SLL 的诊断依赖于流式细胞免疫表型分析。目前越来越重视精确检测微小残留疾病。根据 ERIC 和 ESCCA 协调项目的抗原建议,我们验证了一种 14 色检测方法,用于 CLL 微小残留病(MRD)和 CD5+淋巴增殖性肿瘤的特征分析,其灵敏度至少为 10 。
该检测方法基于 ERIC/ESCCA 推荐的抗原设计,当 CD19 表达减少时,添加 CD40 作为替代门控。建立了定量下限/检测下限、检测程序精密度、线性度和空白极限。然后,对 52 例 CD5+ B 细胞淋巴增殖性肿瘤(41 例 CLL/11 例非 CLL)和 29 例正常样本进行平行评估。采用 Barned-Hutt SNE 对 MRD 环境中的 CLL 克隆进行自动聚类识别和定量分析。采用 PCA 和 bh-SNE 对 CLL 和非 CLL 表型进行分离分析。
每种抗原的分离率均超过 ERIC/ESCCA 指南。在定量下限(0.01%)处的精密度<20%。空白极限<10/500,000 个细胞。14 色和传统检测方法之间的一致性(Deming 回归 y = 1.01x,r =.99)可见。所有 20 例 MRD 水平为 0.5%-0.006%(中位数 0.04%)的样本均通过 bh-SNE 显示异常细胞簇,手动和自动定量之间的结果一致(y = x,r = 1)。通过 bh-SNE 和 PCA,CLL 病例聚类在一起,并远离套细胞淋巴瘤,具有异常表型的 CLL 病例为手动和自动分析带来诊断挑战。
14 色 CD5+ LPD 检测方法为 MRD 和疾病特征分析提供了一个强大的标准化平台,可通过手动和自动分析实现。