Walker Zachary J, VanWyngarden Michael J, Stevens Brett M, Abbott Diana, Hammes Andrew, Langouët-Astrie Christophe, Smith Clayton A, Palmer Brent E, Forsberg Peter A, Mark Tomer M, Jordan Craig T, Sherbenou Daniel W
Division of Hematology, Department of Medicine.
Center for Innovative Design and Analysis, Department of Biostatistics and Informatics, Colorado School of Public Health.
Blood Adv. 2020 Apr 28;4(8):1628-1639. doi: 10.1182/bloodadvances.2019000122.
The oncogenic drivers and progression factors in multiple myeloma (MM) are heterogeneous and difficult to target therapeutically. Many different MM drugs have emerged, however, that attack various phenotypic aspects of malignant plasma cells. These drugs are administered in numerous, seemingly interchangeable combinations. Although the availability of many treatment options is useful, no clinical test capable of optimizing and sequencing the treatment regimens for an individual patient is currently available. To overcome this problem, we developed a functional ex vivo approach to measure patients' inherent and acquired drug resistance. This method, which we termed myeloma drug sensitivity testing (My-DST), uses unselected bone marrow mononuclear cells with a panel of drugs in clinical use, followed by flow cytometry to measure myeloma-specific cytotoxicity. We found that using whole bone marrow cultures helped preserve primary MM cell viability. My-DST was used to profile 55 primary samples at diagnosis or at relapse. Sensitivity or resistance to each drug was determined from the change in MM viability relative to untreated control samples. My-DST identified progressive loss of sensitivity to immunomodulatory drugs, proteasome inhibitors, and daratumumab through the disease course, mirroring the clinical development of resistance. Prospectively, patients' ex vivo drug sensitivity to the drugs subsequently received was sensitive and specific for clinical response. In addition, treatment with <2 drugs identified as sensitive by My-DST led to inferior depth and duration of clinical response. In summary, ex vivo drug sensitivity is prognostically impactful and, with further validation, may facilitate more personalized and effective therapeutic regimens.
多发性骨髓瘤(MM)中的致癌驱动因素和进展因子具有异质性,难以进行靶向治疗。然而,已经出现了许多不同的MM药物,它们作用于恶性浆细胞的各种表型特征。这些药物以多种看似可互换的组合给药。虽然有多种治疗选择是有益的,但目前尚无能够为个体患者优化治疗方案并确定其顺序的临床检测方法。为了克服这一问题,我们开发了一种功能性体外方法来测量患者的固有和获得性耐药性。我们将这种方法称为骨髓瘤药物敏感性测试(My-DST),它使用未经选择的骨髓单个核细胞和一组临床使用的药物,然后通过流式细胞术测量骨髓瘤特异性细胞毒性。我们发现使用全骨髓培养有助于保持原发性MM细胞的活力。My-DST用于分析55例诊断时或复发时的原发性样本。根据MM活力相对于未处理对照样本的变化来确定对每种药物的敏感性或耐药性。My-DST发现,在疾病过程中,对免疫调节药物、蛋白酶体抑制剂和达雷妥尤单抗的敏感性逐渐丧失,这与耐药性的临床发展情况相符。前瞻性研究表明,患者对随后接受的药物的体外药物敏感性对临床反应具有敏感性和特异性。此外,使用My-DST鉴定为敏感的少于2种药物进行治疗,会导致临床反应的深度和持续时间较差。总之,体外药物敏感性对预后有影响,经过进一步验证后,可能有助于制定更个性化、更有效的治疗方案。