PO.TB10.18 · 肿瘤生物学
单细胞细胞间CRISPR筛选揭示结直肠癌可塑性的基质调控因子
Single-cell intercellular CRISPR screen reveals stromal regulators of colorectal cancer plasticity
作者与单位 Authors & Affiliations
摘要 Abstract
中文摘要
结直肠癌(CRC)表现出高水平的非遗传性表型可塑性,使癌细胞能够在不同功能状态之间动态转换,从而导致治疗逃逸和疾病进展。这种可塑性由上皮癌细胞内的内在转录程序和来自肿瘤微环境的外在信号共同驱动。
为探索这一过程背后的分子机制,我们对十种CRC患者来源类器官(PDO)模型进行了单细胞转录组分析,这些模型在有或无癌症相关成纤维细胞(CAF)的情况下共培养。在所有CRC PDO中,我们观察到增殖性结肠干细胞(proCSC)与缓慢循环的、肿瘤-胎儿性的、复苏型结肠干细胞(revCSC)的不同混合比例。响应于基质信号,一些PDO经历了向化疗耐药的revCSC状态的显著转录重编程。然而,这种CAF诱导的上皮可塑性具有高度患者特异性,一些PDO维持了内在的干细胞平衡。我们鉴定出转录调控因子DACH1作为具有高基质响应性的CRC细胞的决定性标志物,且该因子在CAF相互作用时被一致性下调。
为功能性地鉴定介导这种干细胞重编程的基质信号,我们开发了一个阵列式CRISPR筛选平台,以在直接的PDO-CAF共培养期间系统性地扰动CAF分泌组。通过多重质谱流式细胞术评估扰动后的共培养物,以在单细胞分辨率下捕获PDO对经基因编辑的CAF群体的反应。该方法揭示了proCSC向revCSC转分化决定的关键调控因子,其中前列腺素E2(PGE2)成为基质诱导的CRC可塑性变化的主要效应因子。
这些发现表明,CRC表型可塑性受细胞内在转录状态和基质来源信号的调控,为治疗失败提供了新的机制见解,并描述了一种克服可塑性驱动的化疗耐药的潜在治疗干预策略。
查看英文原文 English abstract
Colorectal cancer (CRC) displays high levels of non-genetic phenotypic plasticity, enabling cancer cells to dynamically shift between distinct functional states, resulting in therapy evasion and disease progression. This plasticity is driven by both intrinsic transcriptional programmes within epithelial cancer cells and extrinsic cues from the tumour microenvironment.
To explore the molecular mechanisms underlying this process, we performed single-cell transcriptomic profiling of ten CRC patient-derived organoid (PDO) models co-cultured with or without cancer-associated fibroblasts (CAFs). Across all CRC PDOs, we observed varying admixtures of proliferative colonic stem cells (proCSC) and slow-cycling, onco-foetal, revival colonic stem cells (revCSC). In response to stromal cues some PDOs underwent pronounced transcriptional reprogramming towards the chemoresistant revCSC state. However, this CAF-induced epithelial plasticity was highly patient-specific with some PDOs maintaining an intrinsic stem cell equilibrium. We identified the transcriptional regulator DACH1 as a defining marker of CRC cells with high stromal responsiveness and this factor was consistently downregulated upon CAF interaction.
To functionally identify the stromal signals mediating this stem cell reprogramming, we developed an arrayed CRISPR screening platform to systematically perturb the CAF secretome during direct PDO-CAF co-culture. Perturbed co-cultures were assessed via multiplexed mass cytometry to capture the PDO response to the genetically-edited CAF population at single cell resolution. This approach revealed the key regulators of proCSC-to-revCSC transdetermination with prostaglandin E2 (PGE 2 ) emerging as the primary effector of stromal-induced CRC plasticity changes.
These findings demonstrate that CRC phenotypic plasticity is regulated by cell-intrinsic transcriptional states and stromal-derived signals, provide new mechanistic insight into therapy failure and describe a potential therapeutic intervention strategy to overcome plasticity driven chemoresistance.
利益披露 Disclosure
C. Molyneux, None..
R. O'Sullivan, None..
A. Wilkinson, None..
N. Li, None..
S. Crampsie, None..
P. Vlckova, None..
A. Dobric, None..
C. Tape, None.