PO.ET03.01 · 实验与分子治疗
BRAF突变型肺腺癌中治疗持续性残留病灶的单细胞转录组分析
Single-cell transcriptomic analysis of treatment-persistent residual disease in BRAF-mutant lung adenocarcinoma
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摘要 Abstract
中文摘要
尽管BRAF靶向治疗(BRAF-TT)在BRAF突变型肺腺癌(LUAD)中取得了令人鼓舞的结果,但大多数肿瘤反应仅为部分性且持续时间有限,最终所有患者都会对治疗产生耐药。相关的BRAF突变型LUAD临床前模型数量有限,阻碍了BRAF-TT反应分子决定因素的鉴定。在此背景下,治疗耐药可能来源于一个亚群的耐药持留细胞(DTP),这些细胞通过早期、非遗传性的肿瘤细胞适应而在治疗中存活,并可能构成不完全肿瘤反应和疾病复发的来源。
在此,我们评估了在患者来源的LUAD模型和已建立的LUAD细胞系(代表三种BRAF突变类别中的每一种)中,与DTP相关的细胞状态的流行程度和动态变化。
在接受BRAF-TT(BRAF/MEK抑制剂联合或EGFR/MEK抑制剂)处理后,与初治(TN)群体相比,DTP在V600E、G469A和G466V突变细胞系以及一个由G469A突变LUAD切除标本生成的患者来源类器官(PDO)中表现出不同的转录组细胞状态。在V600E和G469A细胞系中观察到一小部分周期性DTP。在已建立的细胞系和PDO中,DTP均系统性地表现出表型可塑性特征,表现为与上皮-间质转化(EMT)和细胞黏附相关的基因特征富集。此外,与去分化表型相关的基因特征(即肺泡和胚胎滞育)在G469A治疗残留类器官和细胞系中增加,但在V600E突变细胞中不变。
在V600E突变细胞和G469A突变PDO中,我们鉴定出一个类过渡簇,包括DTP和TN细胞亚群,其特征为EMT和细胞迁移特征富集、G2/M检查点下调以及中等的"drug-tolerant_up"评分,提示这些构成了BRAF-TT适应的早期事件。值得注意的是,在一个BRAF-TT耐药的患者来源异种移植(PDX)中,scRNAseq揭示了六种不同转录组细胞状态的存在,包括一个类DTP簇:"drug-tolerant_up"和胚胎滞育评分升高,以及G2/M检查点失调,表明治疗下类DTP表型的动态特性。
轨迹和基因调控网络生物信息学分析正在进行中,同时开展功能实验,以确定表型可塑性在BRAF突变型LUAD治疗持续性残留病灶中的作用。
我们的结果展示了BRAF突变型LUAD的DTP如何在单细胞水平重塑其分子面貌的证据,并为这些模型在研究BRAF突变型LUAD治疗残留病灶方面的适用性提供了见解。
查看英文原文 English abstract
Despite the encouraging results of BRAF-targeted therapies (BRAF-TT) in BRAF -mutant lung adenocarcinoma (LUAD), most tumor responses are only partial and limited in time, and ultimately all patients develop resistance to treatment. The limited number of pertinent preclinical models of BRAF -mutant LUAD has hindered the identification of molecular determinants of BRAF-TT response. In this context, treatment resistance may emerge from a subpopulation of drug-tolerant persister cells (DTP) that survive to treatment through early, non-genetic tumor cell adaptation, and might constitute the source of incomplete tumor responses and disease recurrence.
Here, we assessed the prevalence and dynamics of cell states associated with DTP in patient-derived LUAD models and established LUAD cell lines representing each of the three BRAF mutation classes.
Upon treatment with BRAF-TT (either with combined BRAF/MEK inhibitors or EGFR/MEK inhibitors), DTP exhibit different transcriptomic cell states, compared to treatment-naïve (TN) populations, in V600E, G469A and G466V-mutant cell lines and in a patient-derived organoid (PDO), generated from a G469A-mutant LUAD resected specimen. A small fraction of cycling DTP was observed in V600E and G469A cell lines. In both established cell lines and PDO, DTP systematically display features of phenotypic plasticity depicted by the enrichment of gene signatures related to epithelial-to-mesenchymal transition (EMT) and cell adhesion. Moreover, gene signatures associated with a dedifferentiation phenotype (i.e., alveolar and embryonic diapause) were increased in G469A treatment-residual organoids and cell lines but unchanged V600E-mutant cells.
In V600E-mutant cells and G469A-mutant PDO we identified a transition-like cluster, including subpopulations of DTP and TN cells, characterised by enriched EMT and cell migration signatures, down-regulation of G2/M checkpoint and intermediate “drug-tolerant_up” scores, suggesting that these constitute early events of BRAF-TT adaptation. Of note, in a BRAF-TT resistant patient-derived xenograft (PDX), scRNAseq revealed the presence of six different transcriptomic cell states, including a DTP-like cluster: increased “drug-tolerant_up” and embryonic diapause scores, and deregulation of G2/M checkpoint, denoting the dynamic nature of the DTP-like phenotype under treatment.
Trajectory and gene regulatory network bionformatic analyses are ongoing, together with functional experiments, to determine the role of phenotypic plasticity in treatment-persistent residual disease in BRAF-mutant LUAD.
Our results show evidence on how BRAF-mutant LUAD DTP remodel their molecular portraits at the single-cell level, and provide insights into the pertinence of these models to study treatment-residual disease in BRAF -mutant LUAD.
利益披露 Disclosure
C. Nicq, None..
E. Vignaud, None..
A. Da Silva, None..
R. Schneider, None..
G. De Souza, None..
L. Bigot, None..
A. Swalduz, None..
P. Saintigny, None.
L. Friboulet,
Amgen ).
Relay Therapeutics ).
Sanofi ).
Nuvalent ).
S. Ortiz-Cuaran,
Pierre Fabre Other, Personal fees/support (conference talks).