Abstract 5683: Single-cell RNA-seq reveals heterogeneity, clonal evolution and strategies to overcome ibrutinib-venetoclax dual resistance in mantle cell lymphoma

伊布替尼 威尼斯人 套细胞淋巴瘤 癌症研究 转录组 淋巴瘤 癌症的体细胞进化 计算生物学 医学 生物 肿瘤科 癌症 内科学 遗传学 白血病 基因 慢性淋巴细胞白血病 基因表达
作者
Changying Jiang,Shaojun Zhang,Yuanxin Wang,Rongjia Zhang,Yang Liu,Joseph McIntosh,Guangchun Han,Ruiping Wang,David Santos,Maria Badillo,Angela Leeming,Zhihong Chen,Kimberly Hartig,John Bigcal,Hun Lee,Raphaël Steiner,Jorge Romaguera,Preetesh Jain,Krystle Nomie,Andy Futreal,Linghua Wang,Michael Wang
出处
期刊:Cancer Research [American Association for Cancer Research]
卷期号:80 (16_Supplement): 5683-5683
标识
DOI:10.1158/1538-7445.am2020-5683
摘要

Abstract Introduction The clinical, pathological, genetic, and transcriptomic characteristics of mantle cell lymphoma (MCL) are extremely heterogeneous, and MCL patients frequently develop therapeutic resistance after frontline therapies. In this study, we performed longitudinal transcriptomic analysis on patient specimens at the single-cell level, aiming to understand the dynamic and complex cellular and molecular changes underlying therapeutic resistance and to identify potential targets to overcome dual resistance to ibrutinib and venetoclax. Methods Single-cell RNA-seq was performed on sequential MCL patient specimens. Integrative computational approaches were employed to characterize the cellular and molecular basis of therapeutic resistance and clonal evolution. Bulk RNA sequencing, deep WES, and 17-color flow analysis of multiple patient cohorts were used to validate the novel findings. An orthotopic PDX model derived from one of the ibrutinib-venetoclax non-responders was used for further analysis and to investigate the in vivo efficacy of therapeutic agents against multiple actionable targets. Results To dissect the inter- and intra-tumor heterogeneity underlying the therapeutic resistance, we performed sequential scRNA-seq analysis of 21 specimens (18,794 cells in total) collected from 3 ibrutinib responders and 2 ibrutinib-venetoclax non-responders along the course of ibrutinib and/or venetoclax treatments. The analysis revealed a high degree of inter- and intra-tumor heterogeneity with distinct cellular and transcriptomic profiling within and across ibrutinib-responders and ibrutinib-venetoclax non-responders. The observed transcriptomic evolution of cancer hallmarks associated with disease progression and therapeutic resistance were faithfully passed onto the orthotopic PDX model derived from one of the ibrutinib-venetoclax non-responders. We tracked the clinical ibrutinib-induced lymphocytosis at a single-cell level in ibrutinib responders and disease progression-associated clonal evolution in non-responders, which was validated by deep WES analysis. 17q gain in non-responders was further validated in a larger patient cohort. Our analysis revealed the reprogramming of tumor microenvironment and tumor immune evasion, which was further validated by 17-color flow analysis in a large cohort (n = 70). Inhibition of multiple actionable targets showed effective anti-MCL activity in the PDX model to overcome the ibrutinib-venetoclax dual resistance. Conclusions This study demonstrates the potential of longitudinal single-cell transcriptomic analysis to reveal the molecular mechanisms underlying tumor heterogeneity, clonal evolution, disease progression, and therapeutic resistance, and to identify potential novel targets to circumvent therapeutic resistance in MCL and other diseases. Citation Format: Changying Jiang, Shaojun Zhang, Yuanxin Wang, Rongjia Zhang, Yang Liu, Joseph McIntosh, Guangchun Han, Ruiping Wang, David Santos, Maria Badillo, Angela Leeming, Zhihong Chen, Kimberly Hartig, John Bigcal, Hun Lee, Raphael Steiner, Jorge Romaguera, Preetesh Jain, Krystle Nomie, Andy Futreal, Linghua Wang, Michael Wang. Single-cell RNA-seq reveals heterogeneity, clonal evolution and strategies to overcome ibrutinib-venetoclax dual resistance in mantle cell lymphoma [abstract]. In: Proceedings of the Annual Meeting of the American Association for Cancer Research 2020; 2020 Apr 27-28 and Jun 22-24. Philadelphia (PA): AACR; Cancer Res 2020;80(16 Suppl):Abstract nr 5683.

科研通智能强力驱动
Strongly Powered by AbleSci AI
更新
大幅提高文件上传限制,最高150M (2024-4-1)

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
卷网那个完成签到,获得积分10
刚刚
柠檬完成签到,获得积分10
刚刚
努力努力再努力完成签到,获得积分10
1秒前
RR发布了新的文献求助10
1秒前
机智的凌寒完成签到,获得积分10
1秒前
PQ完成签到,获得积分10
1秒前
单薄水壶应助sherry221采纳,获得20
2秒前
CKJ完成签到,获得积分10
2秒前
2秒前
HEIKU应助科研通管家采纳,获得10
3秒前
852应助科研通管家采纳,获得10
3秒前
iNk应助科研通管家采纳,获得10
3秒前
天天快乐应助科研通管家采纳,获得10
3秒前
传感魂应助科研通管家采纳,获得10
3秒前
HEIKU应助科研通管家采纳,获得10
3秒前
科研通AI2S应助科研通管家采纳,获得10
3秒前
HEIKU应助科研通管家采纳,获得10
3秒前
NexusExplorer应助科研通管家采纳,获得10
3秒前
Ava应助科研通管家采纳,获得10
3秒前
3秒前
烂漫大地完成签到,获得积分10
4秒前
谨慎飞丹完成签到 ,获得积分10
4秒前
咖喱鸡发布了新的文献求助30
4秒前
二零二六完成签到 ,获得积分10
4秒前
不将就i发布了新的文献求助10
4秒前
4秒前
zy123完成签到,获得积分10
5秒前
张玉雪完成签到,获得积分10
5秒前
yyy完成签到,获得积分10
6秒前
威武的未来完成签到,获得积分10
6秒前
iNk应助经竺采纳,获得10
7秒前
汉堡包应助平淡水儿采纳,获得10
7秒前
优雅涔雨发布了新的文献求助10
7秒前
7秒前
123发布了新的文献求助10
8秒前
Ry完成签到,获得积分10
8秒前
上官听白完成签到,获得积分10
8秒前
吴鹏完成签到,获得积分10
9秒前
nater4ver完成签到,获得积分10
10秒前
魏某某完成签到 ,获得积分10
10秒前
高分求助中
Sustainability in Tides Chemistry 2800
The Young builders of New china : the visit of the delegation of the WFDY to the Chinese People's Republic 1000
Rechtsphilosophie 1000
Bayesian Models of Cognition:Reverse Engineering the Mind 888
Le dégorgement réflexe des Acridiens 800
Defense against predation 800
A Dissection Guide & Atlas to the Rabbit 600
热门求助领域 (近24小时)
化学 医学 生物 材料科学 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 基因 遗传学 催化作用 物理化学 免疫学 量子力学 细胞生物学
热门帖子
关注 科研通微信公众号,转发送积分 3134291
求助须知:如何正确求助?哪些是违规求助? 2785137
关于积分的说明 7770495
捐赠科研通 2440760
什么是DOI,文献DOI怎么找? 1297506
科研通“疑难数据库(出版商)”最低求助积分说明 624987
版权声明 600792