Identification of Chemo-Resistant Residual Cell Population in Pediatric AML of Complete Remission By Single Cell RNA Sequencing

微小残留病 髓系白血病 背景(考古学) 骨髓 化疗 白血病 生物 癌症研究 人口 肿瘤科 干细胞 突变 内科学 医学 免疫学 遗传学 基因 古生物学 环境卫生
作者
Shanwen Jiang,Fuhong He,Li Gao,Aili Chen,Yixin Hu,Lei Fan,Lin Zhang,Yongping Zhang,Haiyang Hu,Dan Liú,Zihan Zhou,Yanxun Su,Lei Qin,Jun Lu,Peifang Xiao,Raul C. Ribeiro,Shaoyan Hu,Qian-fei Wang
出处
期刊:Blood [American Society of Hematology]
卷期号:136 (Supplement 1): 25-26
标识
DOI:10.1182/blood-2020-141139
摘要

Although majority of pediatric acute myeloid leukemia (pAML) undergo complete remission (CR) after chemotherapy, more than 30% of which eventually relapse, leading to a dismal outcome. Chemo-resistant cells at CR, measured as minimal residual disease (MRD), are thought to be origin for relapse. Although more sensitive detection of MRD has been achieved through genetic mutations, the pathological and clinical significance for most of the detected mutations remain unknown, largely due to a lack of understanding for the biological context where the mutation resides. The idea of retention of leukemia stem cells (LSCs) as a mechanism of chemo-resistance has not been demonstrated post-therapy in patients. Here we applied single cell RNA sequencing (scRNA-seq) on 14 pAML who met the criteria for clinical CR (n=11) and partial remission (PR, n=3) to determine the cellular heterogeneity and cancerous feature of the residual cells that can survive chemotherapy at remission. These patients carried common genetic mutations such as AML1-ETO, CBFB-MYH11 and FLT3-ITD, which represents genetically diverse WHO subtypes. To maximize the power to detect tumor cells that can survive chemotherapy, we used 54 unsorted total bone marrow (BM) and/or peripheral blood (PB) nucleated cells collected at diagnosis and Day 26 (D26) of the first cycle of chemotherapy for 10X genomics' scRNA-seq. Cells from each pAML were compiled into one UMAP together with normal reference using unsupervised clustering to distinguish tumor clusters from normal. Clusters were defined to be tumor if patient's diagnosis contributed at least 80% of the cells, and were confirmed by the presence of somatic mutations and/or known AML mRNA expression signature associated with chromosome translocations. By projecting onto the closest normal hematopoietic cells based on transcription features, the tumor cells were classified as one of the 12 cell types (HSC/MPP, LMPP, GMP, MEP, E/B/M, CLP, classical/nonclassical Monocyte, cDC, pDC, and pre/inmature Neutrophil like cells). Consistently with findings in adult AML, cell populations were heterogeneous at diagnosis with 5-9 distinct clusters. Interestingly, majority (9/11) of the patients had 1-6 tumor clusters detected (mean 52 cells per cluster) at D26 post-chemotherapy. These D26 residual tumor cells possessed mutations originally detected by genomic sequencing and/or known AML signatures, and consistently clustered with tumor cells from diagnosis. These residual tumor cells accounted for average 1.4% of total BM cells at D26, while the morphological examination and flow cytometry analysis of MRD showed average 4.0% and 0.71% of tumor cells. To further evaluate the chemo-resistant potential of identified residual tumor cells, we focused on three distinct features known to be associated with chemo-resistance in mouse models, including LSC activity, active oxidative phosphorylation (OXPHOS) or leukemic-regenerating cell (LRC) state. Among the total 18 residual tumor clusters detected at D26, 33.3% (6/18) exhibited expression signatures associated with at least one chemo-resistant features. The remaining clusters consisted more differentiated progenitor/monocyte-like cells. Specifically, three patients (1 PR and 2 CR) had the HSC/MPP or LMPP-like clusters possessing strong LSC and OXPHOS-associated signatures. The remaining one patient had cDC-like cluster expressing reported LRC signature. Importantly, all these four patients had either unfavorable cytogenetics or persistence of driver mutations detected by PCR. Taken together, these data showed that pediatric AMLs represented heterogeneous populations at both diagnosis and remission. Among the residual tumor clusters that survived chemotherapy, a small fraction (6/18) were HSC/MPP-like, LMPP-like and cDC-like cells with known chemo-resistant expression features. These findings provide the first in vivo characterization of cellular heterogeneity in chemo-treated pAML with complete remission. Further studies are needed to determine the molecular characteristics of these residual cells that may convey chemo-resistance and to determine whether the presence of these cells are associated with increased risk of relapse. Disclosures No relevant conflicts of interest to declare.

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
认真的沛容完成签到 ,获得积分10
刚刚
慕雪完成签到,获得积分10
刚刚
1秒前
所所应助lixiang采纳,获得10
1秒前
小王哪跑完成签到,获得积分10
1秒前
肥四完成签到,获得积分10
1秒前
姜且完成签到 ,获得积分10
2秒前
畅快傲菡完成签到,获得积分10
3秒前
Steve完成签到 ,获得积分10
4秒前
无限的寄真完成签到 ,获得积分10
4秒前
4秒前
hululu完成签到 ,获得积分10
7秒前
gdh发布了新的文献求助10
8秒前
Lamis完成签到 ,获得积分10
8秒前
龙抬头完成签到,获得积分10
8秒前
8秒前
9秒前
lilli完成签到,获得积分10
9秒前
苗条的一一完成签到,获得积分10
9秒前
wo完成签到 ,获得积分10
10秒前
vampire完成签到,获得积分10
11秒前
小李完成签到,获得积分10
12秒前
kanglan完成签到,获得积分10
13秒前
Ampace小老弟完成签到 ,获得积分10
13秒前
畅快傲菡发布了新的文献求助10
13秒前
丘丘完成签到,获得积分10
13秒前
feishao完成签到,获得积分10
13秒前
小明完成签到,获得积分10
13秒前
14秒前
远走高飞完成签到,获得积分20
14秒前
杜琰完成签到,获得积分10
14秒前
滴滴滴完成签到,获得积分10
14秒前
jy完成签到,获得积分10
15秒前
john完成签到,获得积分10
16秒前
上官若男应助聪慧百合采纳,获得10
16秒前
17秒前
砳熠完成签到 ,获得积分10
18秒前
优秀的盼夏完成签到,获得积分10
18秒前
xixihaha完成签到,获得积分10
18秒前
Biofly526完成签到,获得积分10
19秒前
高分求助中
Evolution 10000
Sustainability in Tides Chemistry 2800
юрские динозавры восточного забайкалья 800
English Wealden Fossils 700
An Introduction to Geographical and Urban Economics: A Spiky World Book by Charles van Marrewijk, Harry Garretsen, and Steven Brakman 500
Diagnostic immunohistochemistry : theranostic and genomic applications 6th Edition 500
Chen Hansheng: China’s Last Romantic Revolutionary 500
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 3150700
求助须知:如何正确求助?哪些是违规求助? 2802232
关于积分的说明 7846614
捐赠科研通 2459579
什么是DOI,文献DOI怎么找? 1309294
科研通“疑难数据库(出版商)”最低求助积分说明 628849
版权声明 601757