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体外药物测试可预测急性髓细胞白血病的化疗敏感性。

Ex-vivo drug testing predicts chemosensitivity in acute myeloid leukemia.

机构信息

Department of Laboratory Medicine, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.

Department of Hematology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.

出版信息

J Leukoc Biol. 2020 May;107(5):859-870. doi: 10.1002/JLB.5A0220-676RR. Epub 2020 Apr 15.

DOI:10.1002/JLB.5A0220-676RR
PMID:32293060
Abstract

The majority of acute myeloid leukemia (AML) patients will respond to standard chemotherapy, however, resistance is a prevalent problem contributing to incomplete responses, refractory disease, and ultimately patient death. Therefore, choosing more sensitive and effective chemotherapy regimens is of key clinical importance. In order to explore this issue, we investigated and optimized PharmaFlow, an automated flow cytometry method for evaluating the sensitivity of leukemia cells to multiple chemotherapeutic drugs ex vivo. We examined bone marrow samples from 38 Chinese AML patients and incubated them for 48 or 72 h with a panel of 7 single drugs and 6 combinations with cytarabine at different concentrations. Leukemic cell depletion was assessed by PharmaFlow and drug response parameter, called PharmaFlow score, was estimated using population pharmacodynamic models. We identified that most chemotherapeutic drugs and combinations could effectively eliminate pathological cells ex vivo. Estimated drug activities strongly correlated with the patients' duration to achieve clinical remission and PharmaFlow chemosensitivity measured ex vivo was highly predictive of the clinical outcome after chemotherapy. Applying a classification model, we determined a PharmaFlow score of 89.4 as the threshold to predict response to chemotherapy. Using this threshold, we found that in 84.2% of cases patient's cell response ex vivo predicted the observed clinical response and performed similarly or better than prognostic subgroups determined by cytogenetic characteristics. PharmaFlow has the potential to predict chemosensitivity for de novo, secondary and relapsed AML patients prior to treatment and may guide clinicians to tailor treatments and improve patient outcome.

摘要

大多数急性髓系白血病(AML)患者对标准化疗有反应,然而,耐药性是一个普遍存在的问题,导致不完全反应、难治性疾病,最终导致患者死亡。因此,选择更敏感和有效的化疗方案具有重要的临床意义。为了探讨这个问题,我们研究并优化了 PharmaFlow,这是一种自动化的流式细胞术方法,用于评估白血病细胞对多种体外化疗药物的敏感性。我们检查了 38 名中国 AML 患者的骨髓样本,并在不同浓度的阿糖胞苷与 7 种单药和 6 种组合的药物中孵育 48 或 72 小时。通过 PharmaFlow 评估白血病细胞的耗竭情况,并使用群体药代动力学模型估计药物反应参数,称为 PharmaFlow 评分。我们发现大多数化疗药物和组合可以有效地消除体外病理性细胞。估计的药物活性与患者达到临床缓解的时间强烈相关,并且体外 PharmaFlow 化疗敏感性高度预测化疗后的临床结果。应用分类模型,我们确定了 PharmaFlow 评分为 89.4 作为预测化疗反应的阈值。使用这个阈值,我们发现 84.2%的情况下,患者的细胞反应体外预测了观察到的临床反应,表现与通过细胞遗传学特征确定的预后亚组相似或更好。PharmaFlow 有可能在治疗前预测初治、继发性和复发性 AML 患者的化疗敏感性,并可能指导临床医生调整治疗方案,改善患者预后。

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