PO.CL05.02 · 临床研究
高通量离体TCR-T细胞筛选鉴定出KRAS突变型PDAC中聚集自噬驱动的治疗耐药克隆
High-throughput ex vivo TCR-T cells screening identifies aggrephagy-driven, therapy-resistant clones in KRAS-mutant PDAC
作者与单位 Authors & Affiliations
摘要 Abstract
中文摘要
背景:胰腺导管腺癌(PDAC)以频发的KRAS-G12致癌突变、低免疫细胞浸润和早期转移扩散为特征,导致预后不良。系统性治疗带来的选择压力促进了耐药克隆的出现和复发。需要能够捕获肿瘤异质性的患者来源模型,以优化T细胞受体工程化T细胞(TCR-T)策略并预判耐药机制。
方法:我们开发了一个高通量离体筛选平台,用于在患者来源的PDAC球体中测试基于细胞的免疫疗法。将KRAS-G12V特异性CD8+ TCR-T细胞与KRAS突变型三维肿瘤球体在分级的细胞毒性压力水平下共培养,并使用自动图像细胞计数进行监测。微腔板能够在两次连续的TCR-T攻击中平行追踪数千个球体。存活细胞通过单细胞RNA测序(scRNA-seq)进行分析,随后进行二维再生长试验并原位移植到NSG小鼠中以评估肿瘤起始能力。
结果:对超过33,000个微腔的高通量耐药筛选揭示,6.6%的三维PDAC球体在反复的TCR-T细胞攻击后仍保持存活,富集了罕见的耐药亚克隆。在第一次攻击后,大多数细胞表现出抗病毒样炎症反应,其特征为MX1、MX2、RIG-I和干扰素刺激基因表达水平升高。再攻击后的scRNA-seq揭示了增殖细胞中MHC II分子和TUBA1B相关聚集自噬通路的上调,提示聚集自噬参与免疫逃逸。耐药细胞保留了肿瘤起始潜能,并在原位NSG模型中产生了远处转移(n = 10)。在体外,微管解聚抑制剂紫杉醇(paclitaxel)减少了TCR-T逃逸克隆的集落形成,支持联合治疗的理论依据。
结论:对患者来源PDAC模型的高通量离体细胞毒性筛选揭示了富集聚集自噬的治疗耐药克隆,并提名了紫杉醇等合理的联合搭档。该平台可能有助于预判患者特异性的对KRAS靶向TCR-T治疗的耐药性,并指导预防性联合策略的设计。
查看英文原文 English abstract
Background: Pancreatic ductal adenocarcinoma (PDAC) is characterized by frequent KRAS‑G12 oncogenic mutations, low immune cell infiltration, and early metastatic spread, leading to poor outcomes. Selective pressure from systemic therapies promotes the emergence of resistant clones and relapse. Patient-derived models that capture tumor heterogeneity are needed to optimize T cell receptor-engineered T cell (TCR‑T) strategies and anticipate mechanisms of resistance.
Methods: We developed a high-throughput ex vivo screening platform to test cell-based immunotherapies in patient-derived PDAC spheroids. KRAS‑G12V-specific CD8⁺ TCR‑T cells were co-cultured with KRAS-mutant 3D tumor spheroids under graded levels of cytotoxic pressure and monitored using automated image cytometry. Microcavity plates enabled parallel tracking of thousands of spheroids across two sequential TCR‑T challenges. Surviving cells were profiled by single-cell RNA sequencing (scRNA‑seq), followed by 2D regrowth assays and orthotopic transplantation into NSG mice to assess tumor-initiating capacity.
Results: High-throughput resistance screening of over 33,000 microcavities revealed that 6.6% of 3D-PDAC spheroids remained viable after repeated TCR-T cell challenge, enriching for rare resistant subclones. After the first challenge, most cells exhibited an antiviral-like inflammatory response, characterized by increased levels of MX1, MX2, RIG-I, and interferon-stimulated gene expression. scRNA-seq after re-challenge revealed proliferating cells with upregulation of MHC II molecules and TUBA1B-associated aggrephagy pathways, implicating aggrephagy in immune escape. Resistant cells retained tumor-initiating potential and generated distant metastases in orthotopic NSG models ( n = 10). In vitro , paclitaxel, a microtubule disassembly inhibitor, reduced colony formation by TCR‑T-escaped clones, supporting a rationale for combination therapy.
Conclusions: High-throughput ex vivo cytotoxicity screening of patient-derived PDAC models reveals aggrephagy-enriched, therapy-resistant clones and nominates rational combination partners such as paclitaxel. This platform may help anticipate patient-specific resistance to KRAS‑targeted TCR‑T therapy and guide the design of preventative combination strategies.
利益披露 Disclosure
M. Eshaghi, None..
F. Miao, None..
A. Abdollahzadeh, None..
S. Chen, None..
J. Chiaro, None..
E. Kamali G, None..
J. Glover, None..
V. Koneru, None.
M. C. Milone,
Verismo Therapeutics Founder, stockholder, and scientific advisor.
Cabaletta Bio Other, Founder, stockholder, and scientific advisor.
Novartis AG Other, M.C.M. is an inventor of CAR-T cell technology, including designs described in this review, which are owned by the University of Pennsylvania and licensed to Novartis AG.
Tmunity M.C.M. is an inventor of CAR-T cell technology, including designs described in this review, which are owned by the University of Pennsylvania and licensed to Tmunity.
Verismo Therapeutics M.C.M. is an inventor of CAR-T cell technology, including designs described in this review, which are owned by the University of Pennsylvania and licensed to Verismo Therapeutics.
Cabaletta Bio M.C.M. is an inventor of CAR-T cell technology, including designs described in this review, which are owned by the University of Pennsylvania and licensed to Cabaletta Bio.
M. Baroja, None..
E. E. Furth, None.
V. Cerullo,
VALO Therapeutics Other, co-founder and shareholder.
J. Fraietta,
Danaher Corporation ).
Tmunity Therapeutics ).
Retro Biosciences Other, Consultancy.
Cartography Bio Other, Scientific advisory board memberships.
Shennon Biotechnologies Inc Scientific advisory board memberships.
CellFe Biotech Scientific advisory board memberships.
OverT Bio Scientific advisory board memberships.
Tceleron Therapeutics, Inc Scientific advisory board memberships.
F. Herbst-Nowrouzi,
Kite ).
Danaher ).