PO.TB10.03 · 肿瘤生物学
细胞因子阻断结局的异质性揭示SPP1+巨噬细胞在结直肠癌肝转移免疫抑制中的可能作用
Heterogeneity in outcomes of cytokine blockade identifies plausible role for SPP1+macrophages in colorectal liver metastasis immune suppression
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摘要 Abstract
中文摘要
免疫治疗未能在结直肠癌肝转移(CRLM)患者中显示获益,可能是由于肝脏特异性免疫耐受以及由肿瘤相关巨噬细胞(TAM)、抑制性细胞因子(如白介素-10/IL-10)和免疫检查点(如PD-1-PD-L1)介导的癌症特异性免疫逃逸。我们此前证明,在CRLM的肿瘤切片培养(TSC)中,IL-10阻断可以激活抗肿瘤免疫,而PD-1阻断则不能。我们假设肿瘤免疫微环境(TIME)中的免疫抑制性TAM促成了治疗失败。
病例被分类为IL-10阻断的应答者或非应答者。分析了临床特征。对治疗样本的子集进行了bulk和单细胞RNA测序(RNAseq)及多重免疫荧光(mIF)。RNAseq数据在R(Seurat)和Python(Scanpy)中分析。使用AIVIA软件对mIF上的SPP1染色进行定量。
IL-10阻断在所有TSC(n=59)中增加了凋亡(29%至45%,p<0.05)。使用双尾t检验,根据抗IL-10治疗与对照相比的凋亡百分比,将病例分类为应答者(53% vs 23%,p<0.05)和非应答者(25% vs 24%,p=0.67)。
包括原发部位、异时性/同时性转移、突变状态和既往治疗在内的临床特征在两组之间无显著差异。BulkRNAseq显示两组之间基线IL-10或IL-10受体基因表达无差异。scRNAseq确定TAM是IL-10信号的主要来源,而T细胞和TAM都是接受者。
虽然非应答者在与CD8+ T细胞激活(p=0.03)和细胞毒性(p=0.03)相关的基因上具有更高的基线表达,但他们也具有更高丰度的M2巨噬细胞相关基因(p=0.02)和CD8+ T细胞耗竭(p=0.04)。对免疫抑制信号通路的进一步探究显示,SPP1(编码骨桥蛋白/OPN)在CRLM内主要由TAM表达,而T细胞和TAM表达OPN受体(CD44、ITGB1)。mIF显示巨噬细胞标志物(CD68/CD163)与OPN/SPP1的共定位。初步分析显示,非应答者在基线mIF上具有显著更多的OPN/SPP1+细胞(4.3 vs 0.1%,P=0.01)。
重要的是,我们确定OPN分泌在应答者中显著减少,而在非应答者中无变化。结果提示TAM相关的OPN介导的免疫抑制在免疫调节治疗失败中的作用。
我们确定SPP1+ TAM是肝转移TIME中一个潜在的关键免疫抑制性细胞群。未来的工作将利用原位CRLM模型和人肿瘤的空间转录组学,探索骨桥蛋白信号在CRLM中的作用。
查看英文原文 English abstract
The failure of immunotherapy to demonstrate a benefit in patients with colorectal cancer liver metastases (CRLM) is likely due to both liver-specific immune tolerance and cancer-specific immune evasion mediated by tumor associated macrophages (TAMs), suppressive cytokines (e.g., interleukin-10/IL-10), and immune checkpoints, such as PD-1-PD-L1. We previously demonstrated that IL-10 blockade can activate antitumor immunity in tumor slice cultures (TSC) of CRLM, while PD-1 blockade failed to do so. We hypothesized that immunosuppressive TAMs in the tumor immune microenvironment (TIME) contributed to treatement failure.
Cases were classified as responders or non-responders to IL-10 blockade. Clinical characteristics were analyzed. Bulk and single cell RNA sequencing (RNAseq) and multiplexed immunofluorescence (mIF) were performed on subsets of treated samples. RNAseq data were analyzed in R (Seurat) and Python (Scanpy). AIVIA software was used to quantify SPP1 staining on mIF.
IL-10 blockade increased apoptosis (29% to 45%, p<0.05) across all TSC (n=59). Using two tailed t-test, cases were classified by percent apoptosis in anti-IL-10 treatment versus control as responders (53% vs 23%, p<0.05) and non-responders (25% vs 24%, p=0.67).
Clinical characteristics including primary site, metachronous/synchronous metastasis, mutation status, and prior therapy were not significantly different between groups. BulkRNAseq demonstrated no difference in baseline IL-10 or IL-10 receptor gene expression between groups. scRNAseq identified TAMs as the major source and both T cells and TAMs as recipients of IL-10 signaling.
While non-responders had higher baseline expression of genes related to CD8+ T cell activation (p=0.03) and cytotoxicity (p=0.03), they also had a higher abundance of M2-macrophage related genes (p=0.02) and CD8+ T cell exhaustion (p=0.04). Further interrogation of immunosuppressive signaling pathways showed that SPP1 (encoding osteopontin/OPN) is largely expressed by TAMs within CRLM, while T cells and TAMs express OPN receptors (CD44, ITGB1). mIF demonstrates colocalization of macrophage markers (CD68/CD163) and OPN/SPP1. Preliminary analysis showed that non-responders had significantly more OPN/SPP1+ cells on baseline mIF (4.3 vs 0.1%, P=0.01).
Importantly, we determined that OPN secretion is significantly reduced in responders but unchanged in non-responders. The results suggest a role for TAM-related OPN-mediated immunosuppression in the failure of immunomodulatory treatment.
We identify SPP1+ TAMs as a potentially critical immunosuppressive population in the TIME of liver metastases. Future work will leverage both orthotopic CRLM models and spatial transcriptomics of human tumors to explore the role of osteopontin signaling in CRLM.
利益披露 Disclosure
K. Goodsell, None..
J. Carter, None..
S. Damle, None..
X. Jiang, None..
H. Kenerson, None..
I. N. Crispe, None..
V. G. Pillarisetty, None.