PO.MCB08.01 · 分子与细胞生物学
高内涵 CRISPR 激活筛选鉴定出基于 RNA 的合成致死机制,使癌细胞对靶向性 T 细胞细胞毒性敏感
High content CRISPR activation screens identified synthetically lethal RNA-based mechanisms to sensitize cancer cells to targeted T cell cytotoxicity
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作者与单位 Authors & Affiliations
摘要 Abstract
中文摘要
T 细胞通过 T 细胞受体(TCR)识别癌症(新)抗原并选择性地清除靶癌细胞,然而癌细胞常常演化出逃逸机制或缺乏敏化线索,从而限制了免疫治疗的疗效。虽然癌症 CRISPR 敲除筛选已揭示了那些丢失后驱动免疫逃逸的基因,但对于能够恢复肿瘤对靶向性 T 细胞细胞毒性易感性的功能获得性机制,人们所知甚少。为填补这一空白,我们开发了一套整合框架,结合 CRISPR 激活(CRISPRa)、单细胞转录组学以及一种新的光学混合高内涵筛选方法,以发现使癌细胞对 TCR 特异性细胞毒性敏感的基于 RNA 的机制。在黑色素瘤细胞中,CRISPRa 筛选发现了功能多样的 T 细胞杀伤调控因子,包括染色质重塑因子 SAFB 以及其他能够恢复癌细胞和病毒感染细胞易感性的敏化基因。为解读这些调控因子如何在天然肿瘤背景中发挥作用,我们开发了原位 Perturb-seq,这是一种混合光学遗传筛选平台,能够直接在完整组织中实现单分子空间转录组读出。原位 Perturb-seq 与 Perturb-seq 共同揭示,敏化性扰动汇聚于共享的细胞自主性和细胞间程序,涉及干性-分化轴、细胞因子网络以及配体-受体环路。值得注意的是,在癌细胞中被发现为敏化命中的 Wnt 配体显著增强了 T 细胞效应功能,展示了肿瘤内在的功能获得性扰动如何能够识别出重新编程和改造 T 细胞的新模式。总之,这项工作引入了一个可扩展的平台,用于识别基于 RNA 的免疫调节因子并跨尺度解析其多细胞机制。通过将 CRISPRa 筛选与原位 Perturb-seq 相耦合,我们建立了一个广泛适用的框架,用于发现并从机制上界定那些使肿瘤对细胞毒性免疫攻击重新敏感的基因激活——包括适用于 T 细胞之外的先天性细胞毒性淋巴细胞,如自然杀伤(NK)细胞——并跨越不同的实体瘤类型,从而为基于 RNA 的免疫疗法在疾病治疗和预防中的应用开辟了道路。
查看英文原文 English abstract
T cells recognize cancer (neo)antigens via T cell receptor (TCR) and selectively eliminate the target cancer cells, yet cancer cells often evolve evasion mechanisms or lack sensitizing cues that limit the efficacy of immunotherapy. While cancer CRISPR knockout screens have revealed genes whose loss drives immune evasion, far less is known about gain-of-function mechanisms capable of restoring tumor susceptibility to targeted T cell cytotoxicity. To address this gap, we developed an integrated framework combining CRISPR activation (CRISPRa), single-cell transcriptomics, and a new optical pooled high-content screening approach to uncover RNA-based mechanisms that sensitize cancer cells to TCR-specific cytotoxicity. In melanoma cells, CRISPRa screens uncovered functionally diverse regulators of T-cell killing, including the chromatin remodeler SAFB and additional sensitizing genes that restore susceptibility in cancer and virally infected cells. To decode how these regulators act within the native tumor context, we developed in situ Perturb-seq, a pooled optical genetic screening platform that enables single-molecule spatial transcriptomic readouts directly in intact tissues. In situ Perturb-seq, together with Perturb-seq, revealed that sensitizing perturbations converge on shared cell-autonomous and intercellular programs involving stemness-differentiation axes, cytokine networks, and ligand-receptor circuits. Notably, Wnt ligands that were found as sensitizing hits in cancer cells significantly enhanced T-cell effector functions, demonstrating how tumor-intrinsic gain-of-function perturbations can identify new modalities to reprogram and engineer T cells. Together, this work introduces a scalable platform to identify RNA-based immunomodulators and resolve their multicellular mechanisms across scales. By coupling CRISPRa screens with in situ Perturb-seq, we establish a broadly applicable framework for discovering and mechanistically defining gene activations that re-sensitize tumors to cytotoxic immune attack - including applicability beyond T cells to innate cytotoxic lymphocytes such as natural killer (NK) cells - and across distinct solid tumor types, thus opening avenues for RNA-based immunotherapies for disease treatment and prevention.
利益披露 Disclosure
J. Yoe, None..
R. V. Akana, None..
O. Laveroni, None..
C. Sun, None..
Y. Kim, None..
L. Jerby, None.