Multimodal Single-Cell Transcriptomic and Proteomic Correlatives of Patients Outcomes Following Anti-BCMA Cellular Therapy with Ciltacabtagene Autoleucel (Cilta-cel) in Relapsed Multiple Myeloma

嵌合抗原受体 来那度胺 医学 CD8型 多发性骨髓瘤 骨髓 内科学 队列 达拉图穆马 肿瘤科 细胞因子释放综合征 流式细胞术 胃肠病学 抗原 免疫学 免疫疗法 癌症
作者
Júnia Vieira dos Santos,David T. Melnekoff,Adolfo Aleman,Sherry Bhalla,Tarek H. Mouhieddine,Oliver Van Oekelen,Sridevi Rajeeve,Bhaskar Upadhyaya,Yogita Ghodke‐Puranik,Violetta V. Leshchenko,Adeeb Rahman,Shaked Afik,Hadas Lewinsky,Santiago Thibaud,Hearn Jay Cho,Joshua Richter,Cesar Rodriguez,Larysa Sanchez,Adriana Rossi,Shambavi Richard,Ajai Chari,Sundar Jagannath,Samir Parekh,Alessandro Laganà
出处
期刊:Blood [Elsevier BV]
卷期号:142 (Supplement 1): 93-93 被引量:2
标识
DOI:10.1182/blood-2023-186395
摘要

Introduction Multimodal single cell technologies allow us to dissect the mechanisms of therapeutic resistance by integrating transcriptomics and proteomics through the combination of antibody labeling and next-generation sequencing. Using CITE-seq, mass cytometry (CyTOF) and quantitative multiplexed proteomics (Olink), we sought to understand the determinants of chimeric antigen receptor (CAR) T cell response and the overall survival of patients with relapsed or refractory multiple myeloma (RRMM) receiving ciltacabtagene autoleucel (Cilta-Cel) cellular therapy. Methods Twenty five patients received Cilta-Cel and had bone marrow (BM) and peripheral blood (PB) samples collected at baseline and after CAR T infusion. We isolated 262,520 BM cells and 241,657 PB cells, which were later sequenced using CITE-seq. Additionally, we submitted PB samples for CyTOF analysis and acquired 10,162,426 cells used for downstream analysis. We analyzed 92 cytokines using Olink immuno-oncology panel in PB samples. Downstream analysis was performed using the R packages Seurat, CATALYST, FlowSOM and Olink Analyze. Results Our cohort had a median progression-free survival (PFS) of 732 days. To focus our correlative analyses on patients experiencing early relapse, the initial cohort was divided into 2 groups: PFS <18 months (n = 10) and PFS >18 months (n = 15). CAR-T cell expansion was observed in week 2 post-infusion and continued up to week 4. The percentage of CD4 and CD8 CAR-T cells significantly increased between weeks 1-3 and weeks 4-6 weeks (p<0.001) and significantly decreased after week seven (p<0.05). We detected novel and significant differences among four cell populations associated with PFS longer than 18 months. These patients had a higher percentage of activated CD4 Central Memory (CM) and CD4 cytotoxic cells (p<0.05) relative to the total percentage of CAR-T cells in weeks 4-6, suggesting a key role for CD4 cells in cross priming or direct cytotoxicity in this context. In patients with a PFS longer than 18 months, the CD8 CM CART cell population had a significantly higher percentage in weeks 1-3 and 4-6 (p<0.05) when compared to their counterparts, suggesting that these were the cardinal effector population in these patients. Myeloid-derived suppressor cells (MDSCs) have been shown to be a central component of the tumor microenvironment in myeloma, with subsets being capable to mount potent suppressive activity at the tumor site. In the BM CITE-seq myeloid compartment, MDSCs were significantly increased in month 1 (p<0.05) in patients with a shorter PFS. Our PB CyTOF data confirmed this finding as the percentage of MDSCs was significantly higher in weeks 1-3 (p<0.05) in the shorter PFS group when compared to their counterparts. Using a mixed linear regression model on Olink data, we detected 26 cytokines significantly different (p<0.05) between the shorter and longer PFS groups. A pseudobulk analysis of the BM CITE-seq samples for differentially expressed genes encoding the 26 cytokines revealed 22 genes differentially expressed (p<0.05) between patients with a PFS shorter than 18 months and patients with a PFS longer than 18 months in CAR-T, T-cell, NK cell and myeloid cell populations. In the shorter PFS group, VEGFA was significantly higher in CD8 TEMRA CAR-T cells when compared to their counterparts. In the longer PFS group, we observed significantly higher levels of genes involved in T cell activation, such as CD27 and CD28, and pro-inflammatory cytokines such as TNF and IL-15 in the T cell and Myeloid cell compartments. This pattern suggests that higher production of cytotoxic and pro-inflammatory cytokines, combined with enhanced T cell activation, plays an important role in prolonging the response to CAR-T therapy. Conclusions Single cell immune profiling and transcriptomic sequencing identified subpopulations of CD4 and CD8 cells which in concert may influence long term CAR-T outcomes. Our findings demonstrate an early expansion of CART, with very few CART cells surviving after 3 months, suggesting that the efficacy of this therapy is related to early dynamics of these populations. We also provide additional evidence associating immunosuppressive MDSC populations in BM and PB patients with a shorter PFS. Ongoing studies will further analyze the role of the immune microenvironment and clonal T cell dynamics in relation to patient outcomes.

科研通智能强力驱动
Strongly Powered by AbleSci AI
更新
PDF的下载单位、IP信息已删除 (2025-6-4)

科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
wyb关注了科研通微信公众号
刚刚
飞先生发布了新的文献求助10
1秒前
真实的火车完成签到,获得积分10
3秒前
3秒前
三十三天完成签到 ,获得积分10
4秒前
李健应助YJL采纳,获得10
8秒前
9秒前
ED应助左丘傲菡采纳,获得10
9秒前
自觉石头发布了新的文献求助10
10秒前
慕青应助科研通管家采纳,获得10
11秒前
CodeCraft应助科研通管家采纳,获得10
11秒前
8R60d8应助科研通管家采纳,获得10
11秒前
11秒前
隐形曼青应助美好焦采纳,获得10
11秒前
8R60d8应助科研通管家采纳,获得10
11秒前
8R60d8应助科研通管家采纳,获得10
11秒前
无花果应助科研通管家采纳,获得10
11秒前
kjhkj发布了新的文献求助10
11秒前
李健应助科研通管家采纳,获得10
11秒前
11秒前
英姑应助科研通管家采纳,获得10
11秒前
8R60d8应助科研通管家采纳,获得10
12秒前
大个应助科研通管家采纳,获得10
12秒前
科目三应助科研通管家采纳,获得10
12秒前
12秒前
12秒前
12秒前
wanci应助suansuan采纳,获得10
13秒前
灵儿完成签到,获得积分10
14秒前
shoanofna发布了新的文献求助10
15秒前
18秒前
aaaaa发布了新的文献求助10
18秒前
22秒前
赘婿应助悲凉的笑卉采纳,获得10
22秒前
美好焦发布了新的文献求助10
23秒前
学术学习发布了新的文献求助10
24秒前
搜集达人应助kjhkj采纳,获得10
25秒前
冰凝忆雪发布了新的文献求助10
26秒前
llllllll完成签到,获得积分20
27秒前
文静千凡发布了新的文献求助10
29秒前
高分求助中
The Mother of All Tableaux Order, Equivalence, and Geometry in the Large-scale Structure of Optimality Theory 2400
Ophthalmic Equipment Market by Devices(surgical: vitreorentinal,IOLs,OVDs,contact lens,RGP lens,backflush,diagnostic&monitoring:OCT,actorefractor,keratometer,tonometer,ophthalmoscpe,OVD), End User,Buying Criteria-Global Forecast to2029 2000
Optimal Transport: A Comprehensive Introduction to Modeling, Analysis, Simulation, Applications 800
Official Methods of Analysis of AOAC INTERNATIONAL 600
ACSM’s Guidelines for Exercise Testing and Prescription, 12th edition 588
T/CIET 1202-2025 可吸收再生氧化纤维素止血材料 500
Comparison of adverse drug reactions of heparin and its derivates in the European Economic Area based on data from EudraVigilance between 2017 and 2021 500
热门求助领域 (近24小时)
化学 材料科学 医学 生物 工程类 有机化学 生物化学 物理 内科学 纳米技术 计算机科学 化学工程 复合材料 遗传学 基因 物理化学 催化作用 冶金 细胞生物学 免疫学
热门帖子
关注 科研通微信公众号,转发送积分 3952525
求助须知:如何正确求助?哪些是违规求助? 3497889
关于积分的说明 11089301
捐赠科研通 3228428
什么是DOI,文献DOI怎么找? 1784906
邀请新用户注册赠送积分活动 868943
科研通“疑难数据库(出版商)”最低求助积分说明 801309