Identification of resistance pathways and therapeutic targets in relapsed multiple myeloma patients through single-cell sequencing

鉴定(生物学) 多发性骨髓瘤 医学 计算生物学 癌症研究 生物 免疫学 植物
作者
Yaël Cohen,Mor Zada,Shuang-Yin Wang,Chamutal Bornstein,Eyal David,Adi Moshe,Baoguo Li,Shir Shlomi-Loubaton,Moshe E. Gatt,Chamutal Gur,Noa Lavi,Chezi Ganzel,Efrat Luttwak,Evgeni Chubar,Ory Rouvio,Iuliana Vaxman,Oren Pasvolsky,Mouna Ballan,Tamar Tadmor,Anatoly Nemets
出处
期刊:Nature Medicine [Nature Portfolio]
卷期号:27 (3): 491-503 被引量:185
标识
DOI:10.1038/s41591-021-01232-w
摘要

Multiple myeloma (MM) is a neoplastic plasma-cell disorder characterized by clonal proliferation of malignant plasma cells. Despite extensive research, disease heterogeneity within and between treatment-resistant patients is poorly characterized. In the present study, we conduct a prospective, multicenter, single-arm clinical trial (NCT04065789), combined with longitudinal single-cell RNA-sequencing (scRNA-seq) to study the molecular dynamics of MM resistance mechanisms. Newly diagnosed MM patients (41), who either failed to respond or experienced early relapse after a bortezomib-containing induction regimen, were enrolled to evaluate the safety and efficacy of a daratumumab, carfilzomib, lenalidomide and dexamethasone combination. The primary clinical endpoint was safety and tolerability. Secondary endpoints included overall response rate, progression-free survival and overall survival. Treatment was safe and well tolerated; deep and durable responses were achieved. In prespecified exploratory analyses, comparison of 41 primary refractory and early relapsed patients, with 11 healthy subjects and 15 newly diagnosed MM patients, revealed new MM molecular pathways of resistance, including hypoxia tolerance, protein folding and mitochondria respiration, which generalized to larger clinical cohorts (CoMMpass). We found peptidylprolyl isomerase A (PPIA), a central enzyme in the protein-folding response pathway, as a potential new target for resistant MM. CRISPR–Cas9 deletion of PPIA or inhibition of PPIA with a small molecule inhibitor (ciclosporin) significantly sensitizes MM tumor cells to proteasome inhibitors. Together, our study defines a roadmap for integrating scRNA-seq in clinical trials, identifies a signature of highly resistant MM patients and discovers PPIA as a potent therapeutic target for these tumors. Integration of longitudinal single-cell analysis of relapsed and refractory multiple myeloma patients in a prospective clinical trial uncovers new pathways of drug resistance and identifies potential actionable targets.
最长约 10秒,即可获得该文献文件

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
QIQ完成签到,获得积分20
刚刚
专注白昼应助Coraline采纳,获得20
刚刚
刚刚
刚刚
1秒前
呐呐完成签到,获得积分10
1秒前
仁爱春天完成签到,获得积分10
1秒前
1秒前
123发布了新的文献求助10
1秒前
研友_nPxrVn完成签到,获得积分10
1秒前
2秒前
2秒前
2秒前
耀阳发布了新的文献求助10
2秒前
2秒前
2秒前
科研助手6应助乐乐采纳,获得10
2秒前
田様应助cadnash采纳,获得10
3秒前
热情的菲音完成签到,获得积分10
3秒前
刘华强发布了新的文献求助10
3秒前
4秒前
亮liang发布了新的文献求助10
4秒前
冠冠冠冠发布了新的文献求助150
6秒前
7秒前
chestnut灬发布了新的文献求助10
7秒前
背后孤晴完成签到,获得积分10
7秒前
7秒前
blue完成签到,获得积分10
7秒前
MauriceH完成签到,获得积分10
7秒前
公硕发布了新的文献求助10
8秒前
8秒前
孤星泪完成签到,获得积分10
9秒前
9秒前
9秒前
nimonimo完成签到,获得积分10
9秒前
香蕉觅云应助hg0000采纳,获得10
9秒前
nenoaowu发布了新的文献求助10
10秒前
高挑的幻翠完成签到,获得积分10
10秒前
英吉利25发布了新的文献求助10
10秒前
11秒前
高分求助中
The Mother of All Tableaux: Order, Equivalence, and Geometry in the Large-scale Structure of Optimality Theory 3000
Social Research Methods (4th Edition) by Maggie Walter (2019) 2390
A new approach to the extrapolation of accelerated life test data 1000
北师大毕业论文 基于可调谐半导体激光吸收光谱技术泄漏气体检测系统的研究 390
Phylogenetic study of the order Polydesmida (Myriapoda: Diplopoda) 370
Robot-supported joining of reinforcement textiles with one-sided sewing heads 360
Novel Preparation of Chitin Nanocrystals by H2SO4 and H3PO4 Hydrolysis Followed by High-Pressure Water Jet Treatments 300
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 4004211
求助须知:如何正确求助?哪些是违规求助? 3543683
关于积分的说明 11288148
捐赠科研通 3280459
什么是DOI,文献DOI怎么找? 1809164
邀请新用户注册赠送积分活动 885098
科研通“疑难数据库(出版商)”最低求助积分说明 810677