Department of Thoracic Surgery, Sun Yat-sen University Cancer Center, Guangzhou, China.
State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Guanghzou, China.
Front Immunol. 2023 Apr 28;14:1162032. doi: 10.3389/fimmu.2023.1162032. eCollection 2023.
It is now understood that the effectiveness of checkpoint immunotherapy can be impaired by immunosuppressive tumor-associated macrophages (TAMs). Nonetheless, the impact of different TAM subpopulations on the antitumor immune response remains unclear, mainly due to their heterogeneity. Herein, we identified a novel TAM subpopulation in esophageal squamous cell carcinoma (ESCC) that might contribute to poor clinical outcomes and immunotherapy modulation.
We analyzed two single-cell RNA sequencing (scRNA-seq) datasets (GSE145370 and GSE160269) of esophageal squamous cell carcinoma to identify a novel TREM2-positive TAM subpopulation characterized by upregulation of . Quantitative real-time PCR (qRT-PCR) and enzyme-linked immunosorbent assay (ELISA) demonstrated that these genes were significantly overexpressed in ESCC. Multiplex immunofluorescence validated the infiltration of TREM2 TAMs in ESCC tissues, which correlated with poorer overall survival (OS). The scRNA-seq analysis in dataset GSE120575 indicated significant enrichment of TREM2 TAMs in melanoma patients (n=48) with poor immunotherapy response, which had an identical gene signature with TREM2 TAMs from ESCC. Analysis of 29 bulk-RNA melanoma samples from dataset GSE78220 revealed that a gene signature of 40 genes associated with TREM2 TAMs was upregulated in the transcriptome of melanomas that did not respond to anti-PD1 therapy. Validation in the TCGA ESCC cohort (n=80) showed that a high enrichment score of the TREM2 TAM was associated with poor prognosis. In addition, 10 ESCC patients treated with anti-PD1 therapy suggested that patients who are not sensitive to immunotherapy have higher density of TREM2+TAMs infiltration.
Overall, TREM2 TAM infiltration in ESCC is associated with poor prognosis and may serve as a biomarker for predicting outcomes and immunotherapy modulation in this patient population. modulation; single-cell RNA sequencing.
现在已经了解到,检查点免疫疗法的有效性可能会受到肿瘤相关巨噬细胞(TAMs)的免疫抑制作用的损害。尽管如此,不同 TAM 亚群对抗肿瘤免疫反应的影响仍不清楚,主要是因为它们具有异质性。在此,我们在食管鳞状细胞癌(ESCC)中鉴定了一种新的 TAM 亚群,它可能与不良的临床结果和免疫治疗调节有关。
我们分析了两个食管鳞状细胞癌的单细胞 RNA 测序(scRNA-seq)数据集(GSE145370 和 GSE160269),以鉴定一种新型的 TREM2 阳性 TAM 亚群,其特征是上调. 定量实时 PCR(qRT-PCR)和酶联免疫吸附试验(ELISA)表明,这些基因在 ESCC 中显著过表达。多聚免疫荧光验证了 TREM2 TAMs 在 ESCC 组织中的浸润,与总生存期(OS)较差相关。在数据集 GSE120575 的 scRNA-seq 分析中,TREM2 TAMs 在黑色素瘤患者(n=48)中显著富集,这些患者对免疫治疗反应较差,与 ESCC 中的 TREM2 TAMs 具有相同的基因特征。对数据集 GSE78220 中的 29 个批量 RNA 黑色素瘤样本的分析表明,与抗 PD1 治疗无反应的黑色素瘤转录组中上调了与 TREM2 TAMs 相关的 40 个基因的基因特征。在 TCGA ESCC 队列(n=80)中的验证表明,TREM2 TAM 的高富集评分与预后不良相关。此外,10 名接受抗 PD1 治疗的 ESCC 患者表明,对免疫治疗不敏感的患者 TREM2+TAMs 浸润密度更高。
总的来说,ESCC 中的 TREM2 TAM 浸润与预后不良相关,可能作为预测该患者人群结局和免疫治疗调节的生物标志物。