摘要/ Abstract摘要:selinexor与地塞米松、泊马度胺、elotuzumab和daratumumab联合在原发MM细胞中的协同作用

P. Sudalagunta, M. Meads, R. Canevarolo, Maria C. Silva, C. Cubitt, Gabriel Deavila, R. Alugubelli, C. Logothetis, Amit Kulkarni, Qi Zhang, O. Hampton, C. Walker, Y. Landesman, K. Shain, A. Silva
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At the time of this analysis, 844 different samples with clinical, WES and RNA sequencing data were treated ex vivo with the following agents: SELI (n=75), DEX (192), pomalidomide (POM, 268), elotuzumab (ELO, 21), daratumumab (DARA, 117), SELI+DEX (22), SELI+POM (20), SELI+ELO (21), SELI+DARA (27). Cells were cultured with autologous macrophages, stroma, collagen matrix and patient-derived serum. Cell death (LD50 and AUC) was assessed through digital image analysis. Sequencing was performed through ORIEN/AVATAR. Links between non-synonymous mutations in coding genes and cell death were calculated using T-tests with multiple test correction. Results. Our analysis identified SELI+DEX (number of samples=60, p<1E-9), SELI+POM (57, p<0.001) and SELI+ELO (55, p<0.01) as the most synergistic combinations (BLISS model). SELI+DARA showed synergy in 23 out of 50 samples tested. Notably, both direct drug toxicity and phagocytosis were observed. RNAseq found gene expression associations with drug resistance/response. In turn, gene set enrichment analysis (GSEA) showed that SELI resistance was associated with expression of cell adhesion, inflammatory cytokines, and EMT pathways, while the MYC targets were associated with SELI sensitivity. SELI+ELO resistance was associated with expression of hedgehog signaling pathway, while expression of ribosomal subunits was associated with sensitivity. SELI+POM resistance was linked with lysosome and cell adhesion molecules, while sensitivity was tied to ribosome, spliceosome and RNA polymerase. GSEA also identified G2M, MTORC1, MYC targets, E2F and glycolysis as biomarkers for the SELI+DARA synergistic subgroup. WES also identified mutations associated with SELI sensitivity. Mutation of BCL7A, a protein involved in chromatin remodeling, was associated with sensitivity, and mutation of CEP290, which encodes a microtubule binding protein, was associated with resistance (p<0.05). 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引用次数: 0

摘要

介绍。多发性骨髓瘤(MM)是一种几乎无法治愈的浆细胞恶性肿瘤,没有经批准治疗的预测性生物标志物。Selinexor (SELI)是一种靶向出口蛋白1 (XPO1)的核出口抑制剂,已被批准与地塞米松(DEX)联合进行有前景的Selinexor联合研究。我们在体外研究了SELI组合,以确定协同组合和伴随生物标志物。方法。我们建立了一个平台,对MM患者骨髓抽取的CD138+细胞进行平行RNA/外显子组测序和体外药物敏感性评估。在本分析中,844个具有临床、WES和RNA测序数据的不同样本接受了以下药物的体外治疗:SELI (n=75)、DEX(192)、pomalidomide (POM, 268)、elotuzumab (ELO, 21)、daratumumab (DARA, 117)、SELI+DEX(22)、SELI+POM(20)、SELI+ELO(21)、SELI+DARA(27)。用自体巨噬细胞、基质、胶原基质和患者源性血清培养细胞。通过数字图像分析评估细胞死亡(LD50和AUC)。通过ORIEN/AVATAR进行测序。编码基因的非同义突变与细胞死亡之间的联系使用多重检验校正的t检验计算。结果。我们的分析发现SELI+DEX(样本数=60,p<1E-9), SELI+POM (57, p<0.001)和SELI+ELO (55, p<0.01)是最具协同效应的组合(BLISS模型)。SELI+DARA在50个样本中有23个显示协同作用。值得注意的是,直接药物毒性和吞噬作用均被观察到。RNAseq发现基因表达与耐药/反应相关。反过来,基因集富集分析(GSEA)显示SELI抗性与细胞粘附、炎症细胞因子和EMT途径的表达有关,而MYC靶点与SELI敏感性相关。SELI+ELO耐药与hedgehog信号通路的表达有关,而核糖体亚基的表达与敏感性有关。SELI+POM耐药性与溶酶体和细胞粘附分子有关,敏感性与核糖体、剪接体和RNA聚合酶有关。GSEA还确定了G2M、MTORC1、MYC靶点、E2F和糖酵解作为SELI+DARA协同亚组的生物标志物。WES还发现了与SELI敏感性相关的突变。参与染色质重塑的蛋白BCL7A突变与敏感性相关,编码微管结合蛋白CEP290突变与耐药性相关(p<0.05)。BCL7A和CEP290都含有预测的核出口序列,表明它们是XPO1货物。结论。我们观察了SELI与DEX、POM、ELO和DARA的体外协同作用,并确定了与这些药物反应相关的表达特征和突变。正在对其他样品进行持续分析,以验证这些结果。引文格式:Praneeth Reddy Sudalagunta, Mark B. Meads, Rafael Renatino Canevarolo, Maria Coelho Silva, Christopher Cubitt, Gabriel DeAvila, Raghunandan Reddy Alugubelli, Constantine N. Logothetis, Amit Kulkarni, Qi Zhang, Oliver Hampton, Christopher J. Walker, Yosef Landesman, Kenneth Shain, Ariosto Siqueira Silva。selinexor与地塞米松、泊马度胺、elotuzumab和daratumumab在原发MM细胞中的协同联合特性[摘要]。见:美国癌症研究协会2021年年会论文集;2021年4月10日至15日和5月17日至21日。费城(PA): AACR;癌症杂志,2021;81(13 -增刊):摘要第1061期。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Abstract 1061: Characterization of synergistic selinexor combinations with dexamethasone, pomalidomide, elotuzumab, and daratumumab in primary MM cells
Introduction. Multiple myeloma (MM) is an all but incurable plasma cell malignancy without predictive biomarkers for approved therapies. Selinexor (SELI), a nuclear export inhibitor targeting exportin 1 (XPO1), is approved with dexamethasone (DEX) with promising SELI-combination studies ongoing. We investigated SELI combinations ex vivo to identify synergistic combinations and companion biomarkers. Methods. We established a platform to perform parallel RNA/exome sequencing and ex vivo drug sensitivity assessment on CD138+ cells from MM patient bone marrow aspirates. At the time of this analysis, 844 different samples with clinical, WES and RNA sequencing data were treated ex vivo with the following agents: SELI (n=75), DEX (192), pomalidomide (POM, 268), elotuzumab (ELO, 21), daratumumab (DARA, 117), SELI+DEX (22), SELI+POM (20), SELI+ELO (21), SELI+DARA (27). Cells were cultured with autologous macrophages, stroma, collagen matrix and patient-derived serum. Cell death (LD50 and AUC) was assessed through digital image analysis. Sequencing was performed through ORIEN/AVATAR. Links between non-synonymous mutations in coding genes and cell death were calculated using T-tests with multiple test correction. Results. Our analysis identified SELI+DEX (number of samples=60, p<1E-9), SELI+POM (57, p<0.001) and SELI+ELO (55, p<0.01) as the most synergistic combinations (BLISS model). SELI+DARA showed synergy in 23 out of 50 samples tested. Notably, both direct drug toxicity and phagocytosis were observed. RNAseq found gene expression associations with drug resistance/response. In turn, gene set enrichment analysis (GSEA) showed that SELI resistance was associated with expression of cell adhesion, inflammatory cytokines, and EMT pathways, while the MYC targets were associated with SELI sensitivity. SELI+ELO resistance was associated with expression of hedgehog signaling pathway, while expression of ribosomal subunits was associated with sensitivity. SELI+POM resistance was linked with lysosome and cell adhesion molecules, while sensitivity was tied to ribosome, spliceosome and RNA polymerase. GSEA also identified G2M, MTORC1, MYC targets, E2F and glycolysis as biomarkers for the SELI+DARA synergistic subgroup. WES also identified mutations associated with SELI sensitivity. Mutation of BCL7A, a protein involved in chromatin remodeling, was associated with sensitivity, and mutation of CEP290, which encodes a microtubule binding protein, was associated with resistance (p<0.05). Both BCL7A and CEP290 contain predicted nuclear export sequences, suggesting they are XPO1 cargoes. Conclusions. We observed ex vivo synergy between SELI and DEX, POM, ELO and DARA, and identified expression signatures and mutations associated with response to these agents. Ongoing analysis of additional samples is being performed to validate these results. Citation Format: Praneeth Reddy Sudalagunta, Mark B. Meads, Rafael Renatino Canevarolo, Maria Coelho Silva, Christopher Cubitt, Gabriel DeAvila, Raghunandan Reddy Alugubelli, Constantine N. Logothetis, Amit Kulkarni, Qi Zhang, Oliver Hampton, Christopher J. Walker, Yosef Landesman, Kenneth Shain, Ariosto Siqueira Silva. Characterization of synergistic selinexor combinations with dexamethasone, pomalidomide, elotuzumab, and daratumumab in primary MM cells [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2021; 2021 Apr 10-15 and May 17-21. Philadelphia (PA): AACR; Cancer Res 2021;81(13_Suppl):Abstract nr 1061.
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