亲爱的研友该休息了!由于当前在线用户较少,发布求助请尽量完整地填写文献信息,科研通机器人24小时在线,伴您度过漫漫科研夜!身体可是革命的本钱,早点休息,好梦!

Single cell analysis of multiple myeloma.

作者
Guy Ledergor,Assaf Weiner,Mor Zada,Yael Chava Cohen,Moshe E. Gatt,Nimrod Snir,Hila Magen,Maya Koren‐Michowitz,Hadas Keren‐Shaul,Venkata D. Yellapantula,Bruno Paiva,Arnon Nagler,Jesús F. San Miguel,Dina Ben‐Yehuda,Elli Papaemmanuil,Irit Mazza Avivi,Gabriel I. Barbash,Amos Tanay,Ido Amit
出处
期刊:Journal of Clinical Oncology [Lippincott Williams & Wilkins]
卷期号:36 (15_suppl): 8026-8026 被引量:1
标识
DOI:10.1200/jco.2018.36.15_suppl.8026
摘要

8026 Background: Multiple myeloma (MM) remains mostly incurable despite advances in treatments in the last decade. Major clinical challenges include: capturing inter- and intra- patient heterogeneity, stratification of asymptomatic patients, sensitive and functional identification of residual disease to tailor therapeutic strategies, as well as performing accurate liquid biopsies to mitigate the need for recurrent bone marrow (BM) sampling. Methods: To capture BM and circulating plasma cells (PC), we performed single cell RNA-seq (scRNA-seq). Index sorting enabled to link cell surface markers intensity on each cell with its expression profile. Analysis of the transcriptome together with the specific B cell receptor (BCR) using k-nearest-neighbor graphs characterizes the inter and intra tumor heterogeneity of myeloma patients in both the BM and blood at single cell resolution. Results: Analysis of more than 30,000 PC sorted from 35 patients and 12 control subjects, created a detailed map of 43 transcriptionally homogeneous subpopulations. These were based on cluster-specific expression patterns of more than 1500 genes. PC from healthy donors clustered together and displayed 4 states representing either long-lived PC or cycling short-lived PC. In contrast, each patient presented a unique PC transcriptional state, with a specific BCR clonotype. We uncover novel overexpressed genes, previously unimplicated in MM, such as LAMP5. We identify intra-tumor heterogeneity in 10/35 patients, for example, a patient with a FRZB and SMAD1 gene signature in 68% of PCs and an antimicrobial gene DEFB1 in the rest of the PC, which share the same BCR clonotype. We define new markers to differentiate normal circulating PC from tumor cells (CTC) in the blood and show that CTC mirror the BM state. Further, we accurately characterize the heterogeneity within MGUS patients into PC with a normal transcriptional state in contrast to small clones with a defined malignant program. Finally, we identify small cancer clones in the setting of minimal residual disease (MRD) following high-dose therapy. Conclusions: We show the power of scRNA-seq as a new, high resolution tool, to identify new pathways and potential targets in myeloma, stratify patients based on unique molecular programs, and identify residual disease in both the BM and blood.

科研通智能强力驱动
Strongly Powered by AbleSci AI
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
3秒前
脾中完成签到 ,获得积分10
7秒前
8秒前
凡仔发布了新的文献求助10
12秒前
狂野冰蓝完成签到,获得积分10
12秒前
痴情的又亦完成签到,获得积分10
27秒前
v0id的应助被科研通管家采纳,获得10
27秒前
代涵的应助被科研通管家采纳,获得20
28秒前
senli2018发布了新的文献求助10
32秒前
前方有炸蛋完成签到 ,获得积分10
36秒前
顺利秋天完成签到,获得积分10
41秒前
yjdong完成签到,获得积分10
51秒前
小巧孤兰完成签到,获得积分10
53秒前
华无剑的应助被senli2018采纳,获得10
53秒前
1分钟前
水北完成签到,获得积分10
1分钟前
正直冰淇淋完成签到,获得积分10
1分钟前
43tg完成签到,获得积分10
1分钟前
qfhbg完成签到,获得积分10
1分钟前
wetg完成签到,获得积分10
1分钟前
portik完成签到,获得积分10
1分钟前
酷炫的又蓝完成签到,获得积分10
1分钟前
hgjk完成签到,获得积分10
1分钟前
senli2018发布了新的文献求助10
1分钟前
senli2018发布了新的文献求助10
1分钟前
sdf完成签到,获得积分10
1分钟前
amz完成签到,获得积分10
1分钟前
molihuakai的应助被megawatt采纳,获得10
1分钟前
adefgv完成签到,获得积分10
1分钟前
fhjg完成签到,获得积分10
1分钟前
jtk完成签到,获得积分10
1分钟前
Lucas的应助被senli2018采纳,获得10
1分钟前
pwn完成签到,获得积分10
1分钟前
wh完成签到,获得积分10
2分钟前
傲娇断天完成签到,获得积分10
2分钟前
fsw完成签到,获得积分10
2分钟前
sd完成签到,获得积分10
2分钟前
li1完成签到,获得积分10
2分钟前
EK1完成签到,获得积分10
2分钟前
null的应助被科研通管家采纳,获得20
2分钟前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
拉伸高分子熔体中缠结行为的模拟和小角中子散射研究 1080
Encyclopedia of Modern Artificial Intelligence 1000
Особенности технологий и методов информационно-психологических войн СССР с Великобританией и США в период 1939-1953 гг 1000
Das Matthäusevangelium: Kapitel 1:1–17 1000
Analyses de reconnaissances de dettes passées devant les échevins d'Ypres (1249-1291) 600
Cellulose and Cellulose Derivatives: Synthesis, Modification and Applications 600
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 计算机科学 工程类 有机化学 化学工程 生物化学 物理 复合材料 内科学 催化作用 光电子学 人工智能 细胞生物学 无机化学 物理化学 数学
热门帖子
关注 科研通微信公众号,转发送积分 8142345
求助须知:如何正确求助?哪些是违规求助? 9542092
关于积分的说明 21649026
捐赠科研通 7727138
什么是DOI,文献DOI怎么找? 3421640
关于科研通互助平台的介绍 2546904
邀请新用户注册赠送积分活动 2464267