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达沙替尼治疗急性髓系白血病的疗效与 FLT3/ITD、PTPN11 突变和独特的基因表达特征相关。

Dasatinib response in acute myeloid leukemia is correlated with FLT3/ITD, PTPN11 mutations and a unique gene expression signature.

机构信息

Hemato-Oncology Department, Assuta Medical Center, Tel Aviv, Israel.

G-INCPM, Weizmann Institute of Science, Rehovot, Israel.

出版信息

Haematologica. 2020 Dec 1;105(12):2795-2804. doi: 10.3324/haematol.2019.240705.

Abstract

Novel targeted therapies demonstrate improved survival in specific subgroups (defined by genetic variants) of acute myeloid leukemia (AML) patients, validating the paradigm of molecularly targeted therapy. However, identifying correlations between AML molecular attributes and effective therapies is challenging. Recent advances in high-throughput in vitro drug sensitivity screening applied to primary AML blasts were used to uncover such correlations; however, these methods cannot predict the response of leukemic stem cells (LSCs). Our study aimed to predict in vitro response to targeted therapies, based on molecular markers, with subsequent validation in LSCs. We performed ex vivo sensitivity screening to 46 drugs on 29 primary AML samples at diagnosis or relapse. Using unsupervised hierarchical clustering analysis we identified group with sensitivity to several tyrosine kinase inhibitors (TKIs), including the multi-TKI, dasatinib, and searched for correlations between dasatinib response, exome sequencing and gene expression from our dataset and from the Beat AML dataset. Unsupervised hierarchical clustering analysis of gene expression resulted in clustering of dasatinib responders and non-responders. In vitro response to dasatinib could be predicted based on gene expression (AUC=0.78). Furthermore, mutations in FLT3/ITD and PTPN11 were enriched in the dasatinib sensitive samples as opposed to mutations in TP53 which were enriched in resistant samples. Based on these results, we selected FLT3/ITD AML samples and injected them to NSG-SGM3 mice. Our results demonstrate that in a subgroup of FLT3/ITD AML (4 out of 9) dasatinib significantly inhibits LSC engraftment. In summary we show that dasatinib has an anti-leukemic effect both on bulk blasts and, more importantly, LSCs from a subset of AML patients that can be identified based on mutational and expression profiles. Our data provide a rational basis for clinical trials of dasatinib in a molecularly selected subset of AML patients.

摘要

新型靶向疗法在急性髓系白血病 (AML) 患者的特定亚组(由遗传变异定义)中显示出生存改善,验证了分子靶向治疗的范例。然而,确定 AML 分子特征与有效治疗方法之间的相关性具有挑战性。最近在应用于原发性 AML 原始细胞的高通量体外药物敏感性筛选方面取得了进展,用于揭示这些相关性;然而,这些方法不能预测白血病干细胞 (LSC) 的反应。我们的研究旨在基于分子标志物预测针对靶向治疗的体外反应,并随后在 LSC 中进行验证。我们对 29 个原发性 AML 样本在诊断或复发时进行了 46 种药物的体外敏感性筛选。使用无监督层次聚类分析,我们确定了对几种酪氨酸激酶抑制剂 (TKI) 敏感的组,包括多 TKI 达沙替尼,并在我们的数据集和 Beat AML 数据集中搜索达沙替尼反应、外显子测序和基因表达之间的相关性。基因表达的无监督层次聚类分析导致达沙替尼应答者和非应答者聚类。基于基因表达,可以预测对达沙替尼的体外反应(AUC=0.78)。此外,FLT3/ITD 和 PTPN11 中的突变在达沙替尼敏感样本中富集,而在耐药样本中富集的是 TP53 突变。基于这些结果,我们选择了 FLT3/ITD AML 样本并将其注射到 NSG-SGM3 小鼠中。我们的结果表明,在 FLT3/ITD AML 的亚组(9 例中的 4 例)中,达沙替尼可显著抑制 LSC 植入。总之,我们表明达沙替尼对 AML 患者的一个亚组的原始细胞和更重要的 LSC 具有抗白血病作用,这可以基于突变和表达谱来识别。我们的数据为在 AML 患者的分子选择亚组中进行达沙替尼的临床试验提供了合理的依据。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6cd7/7726833/ae29dad5ce2d/1052795.fig1.jpg

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