PO.CL05.06 · 临床研究
具有治疗诱导衰老样表型的骨髓瘤细胞对T细胞导向疗法的杀伤具有更高的耐药性
Myeloma cells with therapy-induced senescence-like phenotype have increased resistance to killing by T cell directed therapies
作者与单位 Authors & Affiliations
摘要 Abstract
中文摘要
背景:治疗诱导衰老(TIS)是一种与独特基因表达模式相关并与治疗耐药有关的肿瘤细胞状态,可能在多发性骨髓瘤(MM)患者(pt)中被基因毒性化疗药物(如大剂量美法仑(HDM))激活。我们研究了TIS是否在化疗后MM细胞中被激活,以及是否与对T细胞导向疗法的耐药相关。
方法:我们使用两个公共数据集(Boiarsky等;Dhodapkar等)和一个新生成的患者数据集,整合了来自健康供者(CNTRL)和MM患者(新诊断(NDMM)、CAR-T前/后)骨髓浆细胞(PC)的scRNA-seq数据。使用scGSEA结合已发表的基因集(SenUp、SenGA和SCAPs)评估衰老。对于体外MM细胞毒性检测,用溶媒(Veh)或HDM(3μM,IC90)处理人H929 MM细胞6小时,并检测TIS特征。将H929VEH或H929HDM与CNTRL T细胞(加或不加teclistamab(Tec,10 nM))或与来自CAR-T后MM患者第14天PBMC(E:T 5:1)共培养。CAR+ T细胞在第14天PBMC中占比很高(中位数±SD:CD3+细胞的93.4±7.2%,n=6)。
结果:scGSEA显示晚期MM细胞中SenUp、SenGA和SCAPs的富集显著高于NDMM和CNTRL(p<0.05)。编码衰老标志物p16的CDKN2A表达在晚期MM中相对于NDMM/CNTRL PC也有所增加。值得注意的是,富集衰老的细胞也表现出髓系标志物(TET2、CEBP家族)的富集。值得关注的是,在CAR-T前,基线衰老或髓系标志物表达增加与CAR-T无进展生存期(PFS)呈负相关,提示TIS赋予对T细胞介导细胞毒性的耐药。这可能是由于髓系可塑性所致。体外生成的TIS MM细胞H929HDM表现出以细胞体积增大和胞质颗粒性增强为特征的独特形态。在6个实验中的4个观察到CD14表达增加(中位数、范围增加百分比:11.2%,2.5%-21%),与髓系可塑性一致;在7个实验中的5个观察到KLRG1表达增加(中位MFI比值、范围:3.7,1.3-471)。GPNMB表达无显著变化。与H929VEH相比,H929HDM的CAR-T细胞杀伤减少(中位数±SD:22.8±32.94% n=6,p=0.016,Wilcoxon配对检验)。类似地,与H929VEH相比,H929HDM的Tec介导的T细胞杀伤降低10.69%(n=8,p=0.02,Wilcoxon配对检验)。
结论:晚期MM细胞表现出与TIS一致的转录特征,这可能与CAR-T的PFS降低相关。我们报道了一个用于测试对T细胞杀伤耐药的TIS MM细胞体外模型。基于这些发现,一项II期试验(NCT06940297)正在进行,以检验以下假设:在CAR-T围手术期使用达沙替尼和槲皮素进行衰老细胞清除疗法将通过靶向这一耐药TIS MM群体来加深应答。
查看英文原文 English abstract
Background: Therapy-induced senescence (TIS), a tumor cell state associated with distinct gene expression patterns and implicated in therapy resistance, may be activated in Multiple Myeloma (MM) patients (pt) by genotoxic chemotherapies, such as high-dose melphalan (HDM). We investigated whether TIS is activated in MM cells following chemotherapy and linked to resistance to T-cell directed therapies.
Method: We integrated scRNA-seq data from healthy donors (CNTRL) and MM pts (newly-diagnosed (NDMM), pre/post-CAR-T) bone marrow plasma cells (PCs) using two public datasets (Boiarsky, et al.; Dhodapkar, et al.) and a newly generated pt dataset. Senescence was evaluated using scGSEA with published gene sets (SenUp, SenGA, and SCAPs). For in vitro MM cytotoxicity assay, human H929 MM cells were treated with vehicle (Veh) or HDM (3µM, IC90) for 6h and examined for TIS features. H929VEH or H929HDM were co-cultured with CNTRL T cells with or without teclistamab (Tec, 10 nM) or with day 14 PBMCs from MM pts post-CAR-T (E:T 5:1). CAR+ T cells were high among the day 14 PBMC (median±SD: 93.4±7.2% of CD3+ cells, n=6).
Results: scGSEA revealed significantly higher enrichment of SenUp, SenGA, and SCAPs in late-stage MM cells compared to NDMM and CNTRL (p<0.05). Expression of CDKN2A, encoding the senescence marker p16, was also increased in late-stage MM relative to NDMM/CNTRL PCs. Of interest, cells enriched for senescence also exhibited enrichment for myeloid markers (TET2, CEBP family). Notably, in pre-CAR-T, increased baseline senescence or myeloid marker expression showed an inverse association with CAR-T progression-free survival (PFS), suggesting TIS confers resistance to T cell mediated cytotoxicity. This may be due to myeloid plasticity. TIS MM cells generated in vitro, H929HDM, exhibited a distinct morphology characterized by increased cell size and enhanced cytoplasmic granularity. Increased CD14 expression was seen in 4 of the 6 experiments (median, range % increase: 11.2%, 2.5%-21%), consistent with myeloid plasticity; Increased KLRG1 expression was seen in 5 of the 7 experiments (median MFI ratio, range: 3.7, 1.3-471). No significant change was seen in GPNMB expression. Compared to H929VEH, H929HDM had a reduction in killing by CAR-T cells (median±SD: 22.8±32.94% n=6, p=0.016, Wilcoxon paired test). Similarly, H929HDM had a 10.69% decrease in Tec-mediated T-cell killing compared to H929VEH (n=8, p=0.02, Wilcoxon paired test).
Conclusions: Late-stage MM cells exhibit transcriptional signatures consistent with TIS, which can be associated with decreased PFS to CAR-T. We report an in vitro model of TIS MM cells for testing of resistance to T cell killing. Based on these findings, a phase II trial (NCT06940297) is underway to test the hypothesis that peri-CAR-T senolytic therapy with dasatinib and quercetin will deepen responses by targeting this resistant TIS MM population.
利益披露 Disclosure
C. Schaefers,
Astra Zeneca Consulting/Advisory Fees, Speaker honorarium.
GSK Consulting/Advisory Fees.
Johnson and Johnson / Janssen Travel, Consulting/Advisory Fees, Speaker honorarium.
Menarini Stemline Travel, Consulting/Advisory Fees.
oncopeptides Travel, Consulting/Advisory Fees.
Pfizer Consulting/Advisory Fees.
abbvie Speaker honorarium.
Takeda Speaker honorarium.
Sanofi Travel, Speaker honorarium.