PO.CL05.06 · 临床研究
具有治疗诱导衰老样表型的骨髓瘤细胞与CAR-T治疗耐药相关
Myeloma cells with therapy-induced senescence-like phenotype are associated with resistance to CAR-T therapy
作者与单位 Authors & Affiliations
摘要 Abstract
中文摘要
背景:接受CAR-T治疗的骨髓瘤(MM)患者(pts)通常已接受过许多既往治疗。美法仑(HDM)和其他化疗药物可诱导细胞衰老。最近研究表明,MM细胞也可表现出治疗诱导衰老(TIS)的特征。TIS肿瘤细胞与治疗耐药和复发相关。为了研究CAR-T治疗前TIS MM细胞的存在及其与应答的关联,我们检测了CAR-T治疗前MM的转录组和表型。
方法:我们使用了来自骨髓(BM)MM细胞的scRNA-seq数据:Boiarsky等(GSE193531,dbGaP:phs001323.v3.p1)新诊断MM(NDMM)患者;Dhodapkar等(GSE210079),CAR-T治疗前和治疗后;在梅奥诊所接受CAR-T治疗的患者,治疗前(N=10)和治疗后(N=2)。为评估TIS,对多个基因集进行单细胞基因集富集分析(scGSEA)(PMID:40164720):SenUp(衰老上调)、SenGA(衰老生长停滞)和SCAPs(衰老细胞抗凋亡通路);以及一个浆细胞衰老(PCSen)基因集(GSE5900、GSE47552)。为评估TIS和髓系表型,对BM MM细胞(CD138+)进行CD14、CD16、KLRG1和GPNMB染色,并通过CytoFlex和Kaluza进行分析。
结果:在整合数据集中,scGSEA显示,与NDMM和健康供者相比,晚期MM细胞(CAR-T治疗前和治疗后)中PCSen、SenUp、SenGA和SCAPs的富集显著更高(p<0.05,Kruskal-Wallis检验及Dunn事后检验)。相反,正常基因集在健康浆细胞中相对于MM显著富集(p<0.05)。编码衰老标志物p16的CDKN2A表达在晚期MM中相对于NDMM或健康浆细胞也增加。值得注意的是,在我们新生成的、于CAR-T治疗前6个月内采集的scRNA-seq样本中,观察到衰老标志物表达与CAR-T治疗后无进展生存(PFS)之间存在显著的负相关,提示表现出TIS的MM细胞可能对T细胞介导的细胞毒性更耐药。我们发现62.5%(25/40)的患者有>1%的MM细胞为CD14+。其中,CD14+ MM细胞的中位数为5.5%(1-71%);CD14+CD16+ MM细胞的中位数为2.14%(0.4-67%)。在7例有可用样本进行KLRG1和GPNMB评估的患者中,100%(7/7)有KLRG+ MM细胞(中位数:59%(24-99%)),57%(4/7)有GPNMB+ MM细胞(中位数:15%(3.9-30%)),以及KLRG1+GPNMB+ MM细胞(中位数:9.6%(3.8-17%))。
结论:我们的研究表明,晚线MM细胞表现出与TIS一致的转录和表型特征。这种衰老表型可能促进对免疫治疗(包括CAR-T)的耐药。正在收集更多表型数据并将展示。一项II期临床试验(NCT06940297)正在进行,以评估在CAR-T治疗前后联合使用衰老细胞裂解药物达沙替尼和槲皮素以加深临床应答。
查看英文原文 English abstract
Background: Patients (pts) with myeloma (MM) receiving CAR-T therapy have usually been exposed to many prior therapies. Melphalan (HDM) and other chemotherapies can induce cellular senescence. It has recently been shown that MM cells can also exhibit features of therapy-induced senescence (TIS). TIS tumor cells are associated with resistance to therapy and relapse. To investigate the presence of TIS MM cells prior to CAR-T and association with response, we examined the transcriptome and phenotype of MM prior to CAR-T.
Method: We used scRNA-seq data from bone marrow (BM) MM cells: Boiarsky, et al. (GSE193531, dbGaP: phs001323.v3.p1) newly diagnosed MM (NDMM) pts; Dhodapkar, et al. (GSE210079), pre- and post CAR-T; pts who received CAR-T at Mayo Clinic, pre- (N=10) and post- (N=2). To evaluate TIS, single-cell gene set enrichment analysis (scGSEA) for several gene sets (PMID: 40164720): SenUp (Senescence Upregulated), SenGA (Senescence Growth Arrest), and SCAPs (Senescent Cell Anti-apoptosis Pathways); and a Plasma Cell Senescence (PCSen) gene set (GSE5900, GSE47552). To assess TIS and myeloid phenotype, BM MM cells (CD138+) were stained for CD14, CD16, KLRG1 and GPNMB and analyzed by CytoFlex and Kaluza.
Results: In the integrated dataset, scGSEA showed significantly higher enrichment of PCSen, SenUp, SenGA, and SCAPs in late-stage MM cells (both pre- and post-CAR-T) compared to NDMM and healthy donors (p<0.05, Kruskal-Wallis with Dunn's posttest). Conversely, the Normal gene set was significantly enriched in healthy plasma cells relative to MM (p<0.05). Expression of CDKN2A, which encodes the senescence marker p16, was also increased in late-stage MM relative to NDMM or healthy plasma cells. Notably, in our newly generated scRNA-seq samples collected within 6 months before CAR-T, a significant inverse correlation between senescence marker expression and progression free survival (PFS) post-CAR-T was seen, suggesting that MM cells exhibiting TIS may be more resistant to T cell mediated cytotoxicity. We found that 62.5% (25/40) of pts had >1% MM cells that were CD14+. Among them, the median CD14+ MM cells were 5.5% (1-71%); and median CD14+CD16+ MM cells were 2.14% (0.4-67%). Among 7 pts with available samples for KLRG1 and GPNMB assessment, 100% (7/7) had KLRG+ MM cells (median: 59% (24-99%)) and 57% (4/7) had GPNMB+ MM cells (median: 15% (3.9-30%)), and KLRG1+GPNMB+ MM cells (median: 9.6% (3.8-17%)).
Conclusion: Our study shows that late-line MM cells exhibit transcriptional and phenotype profiles consistent with TIS. This senescent phenotype may contribute to resistance to immunotherapies, including CAR-T. Additional phenotype data is collected and will be presented. A phase II clinical trial is ongoing (NCT06940297) to assess for the combined treatment with senolytic drugs dasatinib and quercetin peri-CART to deepen clinical response.
利益披露 Disclosure
S. Arbelaez, None..
M. Gupta, None..
W. Gonsalves, None..
N. Abdallah, None.
Y. Lin,
Janssen Independent Contractor, ), Advisory Boards, Steering Committees, Research Funding. All paid to institution..
Sanofi Independent Contractor, Advisory Boards. All funds paid to institution..
NexImmune Independent Contractor, Scientific Advisory Boards. All funds paid to institution..
Caribou Independent Contractor, Scientific Advisory Boards. All funds paid to institution..
BMS Independent Contractor, ), Advisory Boards and Research Funding. All funds paid to institution..
Pfizer Independent Contractor, Data Safety Monitor Board. All funds paid to institution..
Regeneron Independent Contractor, Advisory Boards. All funds paid to institution..
Genentech Independent Contractor, Advisory Boards. All funds paid to institution..
Tessera Independent Contractor, Advisory Boards. All funds paid to institution..
Legend Independent Contractor, Advisory Boards. All funds paid to institution..
Kite/Gilead Independent Contractor, Steering Committees. All funds paid to institution.