Single-cell RNA sequencing analysis identifies acute changes in the tumor microenvironment induced by interferon α gene therapy in a murine bladder cancer model.

IF 5.7 2区 医学 Q1 IMMUNOLOGY Frontiers in Immunology Pub Date : 2024-11-04 eCollection Date: 2024-01-01 DOI:10.3389/fimmu.2024.1387229
Alexis R Steinmetz, Morgan Pierce, Alberto Martini, Come Tholomier, Ganiraju Manyam, Yan Chen, Akshay Sood, Jonathan J Duplisea, Burles A Johnson, Bogdan A Czerniak, Byron H Lee, Chinnaswamy Jagannath, Seppo Yla-Herttuala, Nigel R Parker, David J McConkey, Colin P Dinney, Sharada Mokkapati
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Abstract

Introduction: Nadofaragene firadenovec (Ad-IFNα/Syn3) is now approved for BCG-unresponsive bladder cancer (BLCA). IFNα is a pleiotropic cytokine that causes direct tumor cell killing via TRAIL-mediated apoptosis, angiogenesis inhibition, and activation of the innate and adaptive immune system. We established an immunocompetent murine BLCA model to study the effects of murine adenoviral IFNα (muAd-Ifnα) gene therapy on cancer cells and the tumor microenvironment using a novel murine equivalent of Nadofaragene firadenovec (muAd-Ifnα).

Methods: Tumors were induced by instilling MB49 cells into the bladders of mice; luciferase imaging confirmed tumor development. Mice were treated with adenovirus control (Ad-Ctrl; empty vector), or muAd-Ifnα (3x1011 VP/mL), and survival analysis was performed. For single-cell sequencing (scRNAseq) analysis (72h), bladders were harvested and treated with collagenase/hyaluronidase and TrypLE for cell dissociation. Single cells were suspended in PBS/1% FBS buffer; viability was assessed with Vicell cell counter. scRNAseq analysis was performed using 10X genomics 3' sequencing. Raw RNAseq data were pre-processed using Cell Ranger single-cell software. Seurat (R package) was used to normalize and cluster the scRNA data. Pooled differential gene expression analysis in specific cell clusters was performed with DESeq2.

Results: We identified 16 cell clusters based on marker expression which were grouped into epithelial (tumor), uroplakin-enriched, endothelial, T-cells, neutrophils, and macrophage clusters. Top differentially expressed genes between muAd-Ifnα and Ad-Ctrl were identified. Within the specific cell clusters, IPA analysis revealed significant differences between muAd-Ifnα and control. IFNα signaling and hypercytokinemia/chemokinemia were upregulated in all clusters. Cell death pathways were upregulated in tumor and endothelial clusters. T-cells demonstrated upregulation of the immunogenic cell death signaling pathway and a decrease in the Th2 pathway genes. Macrophages showed upregulation of PD1/PD-L1 pathways along with downregulation of macrophage activation pathways (alternate and classical). Multiplex immunofluorescence confirmed increased infiltration with macrophages in muAd-Ifnα treated tumors compared to controls. PD1/PD-L1 expression was reduced at 72h.

Discussion: This single-cell analysis builds upon our understanding of the impact of Ad-IFNα on tumor cells and other compartments of the microenvironment. These data will help identify mechanisms to improve patient selection and therapeutic efficacy of Nadofaragene firadenovec.

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单细胞 RNA 测序分析确定了干扰素 α 基因疗法在小鼠膀胱癌模型中诱发的肿瘤微环境急性变化。
简介Nadofaragene firadenovec(Ad-IFNα/Syn3)现已获准用于治疗卡介苗无反应性膀胱癌(BLCA)。IFNα 是一种多效细胞因子,可通过 TRAIL 介导的细胞凋亡、血管生成抑制以及激活先天性和适应性免疫系统直接杀伤肿瘤细胞。我们建立了一个免疫功能健全的小鼠 BLCA 模型,利用一种新型的小鼠等效纳多法拉基因(muAd-Ifnα)来研究小鼠腺病毒 IFNα(muAd-Ifnα)基因疗法对癌细胞和肿瘤微环境的影响:方法:将 MB49 细胞灌入小鼠膀胱诱发肿瘤;荧光素酶成像证实了肿瘤的发展。用腺病毒对照(Ad-Ctrl;空载体)或muAd-Ifnα(3x1011 VP/mL)处理小鼠,并进行存活率分析。为了进行单细胞测序(scRNAseq)分析(72 小时),收获膀胱并用胶原酶/透明质酸酶和 TrypLE 处理以解离细胞。将单个细胞悬浮在 PBS/1% FBS 缓冲液中;用 Vicell 细胞计数器评估细胞活力。使用 Cell Ranger 单细胞软件对原始 RNAseq 数据进行预处理。Seurat(R软件包)用于对scRNA数据进行归一化和聚类。使用 DESeq2 对特定细胞簇中的差异基因表达进行汇总分析:结果:我们根据标记物的表达确定了 16 个细胞群,分为上皮细胞群(肿瘤)、富含尿路蛋白细胞群、内皮细胞群、T 细胞群、中性粒细胞群和巨噬细胞群。确定了muAd-Ifnα和Ad-Ctrl之间差异表达最大的基因。在特定细胞群中,IPA分析显示muAd-Ifnα与对照组之间存在显著差异。在所有细胞群中,IFNα信号传导和高细胞因子血症/高造血因子血症都被上调。细胞死亡通路在肿瘤细胞群和内皮细胞群中上调。T 细胞显示免疫原性细胞死亡信号通路上调,Th2 通路基因减少。巨噬细胞显示 PD1/PD-L1 通路上调,巨噬细胞活化通路(交替和经典)下调。多重免疫荧光证实,与对照组相比,muAd-Ifnα治疗的肿瘤中巨噬细胞浸润增加。72小时后,PD1/PD-L1的表达减少:这项单细胞分析进一步加深了我们对Ad-IFNα对肿瘤细胞和微环境其他部分的影响的理解。这些数据将有助于确定改善患者选择和纳多法拉基因iradenovec疗效的机制。
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来源期刊
CiteScore
9.80
自引率
11.00%
发文量
7153
审稿时长
14 weeks
期刊介绍: Frontiers in Immunology is a leading journal in its field, publishing rigorously peer-reviewed research across basic, translational and clinical immunology. This multidisciplinary open-access journal is at the forefront of disseminating and communicating scientific knowledge and impactful discoveries to researchers, academics, clinicians and the public worldwide. Frontiers in Immunology is the official Journal of the International Union of Immunological Societies (IUIS). Encompassing the entire field of Immunology, this journal welcomes papers that investigate basic mechanisms of immune system development and function, with a particular emphasis given to the description of the clinical and immunological phenotype of human immune disorders, and on the definition of their molecular basis.
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