PO.TB09.01 · 肿瘤生物学
CEACAM1主导的分子程序驱动EGFR突变型肺腺癌的免疫逃逸
CEACAM1-dominant molecular program drives immune escape in EGFR-mutant lung adenocarcinoma
作者与单位 Authors & Affiliations
摘要 Abstract
中文摘要
背景:在东亚人群中,EGFR突变型肺腺癌(LUAD)是主要的分子亚型,然而即使是两种最常见的变异——外显子19缺失(19del)和L858R——也表现出显著的分子和临床异质性,其恶性进展的决定因素仍未得到明确界定。一部分EGFR突变型LUAD表现出免疫逃逸表型且对酪氨酸激酶抑制剂(TKI)反应不佳,这凸显了界定EGFR驱动的恶性程序及细胞间机制性交互对话的必要性。
方法:我们对EGFR 19del和EGFR L858R基因工程小鼠模型(GEMM;n = 20)以及一个涵盖早期至晚期的院内人类EGFR突变型LUAD队列(n = 33)进行了单细胞RNA测序(scRNA-seq),其中一部分具有配对的空间转录组学数据(n = 8)。采用共识非负矩阵分解(cNMF)以推导元程序(metaprogram),并将其与免疫组成、空间生态位和临床结局进行相关性分析。通过类器官共培养、阻断CEACAM1以及在TKI耐药模型中将抗CEACAM1抗体CM24与TKI和免疫检查点抑制剂联合应用的体内研究,评估机制和治疗相关性。
结果:分析揭示了免疫相关的恶性程序和一个增殖相关程序。有趣的是,一个CEACAM1主导的元程序(称为CEACAM1-MP)作为独立于EGFR突变状态的侵袭性亚型指标而出现,并持续与早期进展和免疫逃逸相关。在多个数据集中,高CEACAM1-MP评分与更差的总生存期相关(HR = 2.39,P < 0.001)。CEACAM1-MP高表达的肿瘤细胞显示效应CD8 + T细胞浸润减少,但与SPP1 + TIM3 + 肿瘤相关巨噬细胞(TAM)存在强相互作用,主要通过CEACAM1-TIM3。空间转录组学揭示CEACAM1-MP高表达的肿瘤细胞定位于血管周区域,在此处与SPP1 + TIM3 + TAM共同聚集,形成一个促进M2样极化的免疫抑制生态位。抗CEACAM1抗体CM24削弱了CEACAM1-MP高表达肿瘤细胞的增殖。在TKI耐药模型中,CM24与TKI和PD-1阻断联合应用显著延迟了肿瘤生长,肿瘤生长抑制率为68%(P < 0.01)。
结论:本研究鉴定出CEACAM1-MP是EGFR突变型LUAD中早期侵袭和免疫逃逸的重要驱动因素,其特征为血管周生态位以及与SPP1 + TIM3 + TAM的紧密交互对话。CEACAM1-MP提供了一个识别高危EGFR突变患者的新指标,而靶向CEACAM1则代表了一种针对难治性肺癌的有前景的策略。
查看英文原文 English abstract
Background: In East Asian populations, EGFR-mutant lung adenocarcinoma (LUAD) represents the predominant molecular subtype, yet even the two most common variants, exon 19 deletions (19del) and L858R, exhibit substantial molecular and clinical heterogeneity whose determinants of malignant progression remain poorly defined. A subset of EGFR-mutant LUADs exhibits an immune-escape phenotype with poor tyrosine kinase inhibitor (TKI) response, highlighting the need to define EGFR-driven malignant programs and intercellular mechanistic crosstalk.
Methods: We performed single-cell RNA sequencing (scRNA-seq) on EGFR 19del and EGFR L858R genetically engineered mouse models (GEMMs; n = 20) and on an in-house human EGFR-mutant LUAD cohort spanning early to advanced stages (n = 33), of which a subset had paired spatial transcriptomics (n = 8). Consensus non-negative matrix factorization (cNMF) was applied to derive metaprograms, which were correlated with immune composition, spatial niches, and clinical outcomes. Mechanistic and therapeutic relevance were evaluated using organoid co-cultures, blocking CEACAM1, and in vivo studies combining the anti-CEACAM1 antibody CM24 with TKIs and immune checkpoint inhibitors in TKI-resistant models.
Results: Analyses revealed immune-related malignant programs and a proliferation-associated program. Intriguingly, a CEACAM1-dominant metaprogram, termed CEACAM1-MP, emerged as an invasive subtype indicator independent of EGFR mutant status and was consistently associated with early progression and immune escape. A high CEACAM1-MP score correlated with worse overall survival (HR = 2.39, P < 0.001) in multiple datasets. CEACAM1-MP high tumor cells showed reduced effector CD8 + T-cell infiltration but strong interactions with SPP1 + TIM3 + tumor-associated macrophages (TAMs), predominantly via CEACAM1-TIM3. Spatial transcriptomics revealed that CEACAM1-MP high tumor cells localized to perivascular regions where they co-accumulated with SPP1 + TIM3 + TAMs, forming an immunosuppressive niche that promoted M2-like polarization. The anti-CEACAM1 antibody CM24 impaired CEACAM1-MP high tumor cell proliferation. In TKI-resistant models, CM24 combined with TKIs and PD-1 blockade significantly delayed tumor growth, with a tumor growth inhibition rate of 68% ( P < 0.01).
Conclusions: This study identifies a CEACAM1-MP as an important driver of early invasion and immune escape in EGFR-mutant LUAD, defined by a perivascular niche and tight crosstalk with SPP1 + TIM3 + TAMs. CEACAM1-MP provides a novel indicator to identify high-risk EGFR-mutant patients, while targeting CEACAM1 represents a promising strategy for refractory lung cancer.
利益披露 Disclosure
J. Li, None..
Q. Wang, None..
T. Liu, None..
S. Wang, None..
R. Yin, None.