Department of Urology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States.
Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States.
Front Immunol. 2024 Nov 4;15:1387229. doi: 10.3389/fimmu.2024.1387229. eCollection 2024.
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).
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 (3x10 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.
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.
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.
Nadofaragene firadenovec(Ad-IFNα/Syn3)现已获准用于卡介苗无反应性膀胱癌(BLCA)。IFNα 是一种多效细胞因子,通过 TRAIL 介导的细胞凋亡、血管生成抑制以及固有和适应性免疫系统的激活,直接杀伤肿瘤细胞。我们建立了一种免疫功能正常的小鼠 BLCA 模型,使用新型 Nadofaragene firadenovec 的小鼠等效物(muAd-Ifnα)来研究鼠腺病毒 IFNα(muAd-Ifnα)基因治疗对癌细胞和肿瘤微环境的影响。
通过将 MB49 细胞注入小鼠膀胱中诱导肿瘤;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(3x10 VP/mL)处理小鼠,并进行生存分析。用于单细胞测序(scRNAseq)分析(72h),采集膀胱并使用胶原酶/透明质酸酶和 TrypLE 进行细胞解离。将单细胞悬浮在 PBS/1%FBS 缓冲液中;用 Vicell 细胞计数器评估细胞活力。使用 10X 基因组学 3' 测序进行 scRNAseq 分析。使用 Cell Ranger 单细胞软件预处理原始 RNAseq 数据。使用 Seurat(R 包)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。
根据标记表达,我们鉴定了 16 个细胞簇,并将其分为上皮(肿瘤)、富含 uroplakin、内皮、T 细胞、中性粒细胞和巨噬细胞簇。鉴定了 muAd-Ifnα 和 Ad-Ctrl 之间差异表达的基因。在特定细胞簇内,IPA 分析显示 muAd-Ifnα 和对照之间存在显著差异。IFNα 信号和细胞因子/趋化因子的过度表达在所有簇中均上调。细胞死亡途径在上皮肿瘤和内皮细胞簇中上调。T 细胞表现出免疫原性细胞死亡信号通路的上调和 Th2 途径基因的下调。巨噬细胞表现出 PD1/PD-L1 途径的上调以及巨噬细胞激活途径(交替和经典)的下调。多重免疫荧光证实,与对照相比,muAd-Ifnα 处理的肿瘤中巨噬细胞浸润增加。PD1/PD-L1 表达在 72h 时降低。
这项单细胞分析建立在我们对 Ad-IFNα 对肿瘤细胞和微环境其他成分影响的理解之上。这些数据将有助于确定改善 Nadofaragene firadenovec 患者选择和治疗效果的机制。