Department of Hematologic Malignancies, H. Lee Moffitt Cancer Center, Tampa, FL, USA.
Leukemia. 2018 Feb;32(2):532-538. doi: 10.1038/leu.2017.184. Epub 2017 Jun 21.
The interplay between tumor heterogeneity and microenvironmental factors is a critical mechanism for clonal selection in leukemia. Evidence of unique clonal capacities to engraft within patient-derived xenograft (PDX) models suggests that intrapatient genetic architecture may be defined by functional differences at the clonal level. However, methods to detect functional differences assigned to genetically defined clones remain limited. Here, we describe a scalable method to directly measure the functional properties of clones within the same leukemia patient by coupling intracellular flow cytometry and next-generation sequencing (NGS). We provide proof of concept utilizing primary chronic myelmonocytic leukemia (CMML) samples and granulocyte-macrophage colony stimulating factor (GM-CSF) to elucidate the interaction between tumor heterogeneity and microenvironmental factors. Mixtures of human leukemia cell lines, with known response to GM-CSF, were used to validate the accuracy of our methodology. Using this approach, we confirm that our method is capable of discriminating GM-CSF sensitive cell lines, identifies somatic variants in primary leukemia samples, and resolves functional clonal architecture in an illustrative patient. Taken together, our data describes a novel method to determine intrapatient functional clonal heterogeneity and provides proof-of-concept for future investigation aimed at elucidating the clinical relevance of functional clonal differences.
肿瘤异质性与微环境因素的相互作用是白血病克隆选择的关键机制。在患者来源异种移植(PDX)模型中存在独特的克隆植入能力的证据表明,患者内的遗传结构可能由克隆水平的功能差异来定义。然而,用于检测分配给遗传定义克隆的功能差异的方法仍然有限。在这里,我们描述了一种可扩展的方法,通过将细胞内流式细胞术和下一代测序(NGS)相结合,直接测量同一白血病患者内克隆的功能特性。我们利用原发性慢性髓单核细胞白血病(CMML)样本和粒细胞-巨噬细胞集落刺激因子(GM-CSF)提供了概念验证,以阐明肿瘤异质性和微环境因素之间的相互作用。使用已知对 GM-CSF 有反应的人白血病细胞系混合物来验证我们方法的准确性。使用这种方法,我们证实我们的方法能够区分 GM-CSF 敏感的细胞系,鉴定原发性白血病样本中的体细胞变异,并解决了一个说明性患者中的功能克隆结构。总之,我们的数据描述了一种确定患者内功能克隆异质性的新方法,并为未来旨在阐明功能克隆差异的临床相关性的研究提供了概念验证。