Characterization of canine tumor-infiltrating leukocyte transcriptomic signatures reveals conserved expression patterns with human osteosarcoma.

IF 5.1 2区 医学 Q2 IMMUNOLOGY Cancer Immunology, Immunotherapy Pub Date : 2025-02-11 DOI:10.1007/s00262-025-03950-3
Dylan T Ammons, R Adam Harris, Lyndah Chow, Steven Dow
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Abstract

Immune cells play key roles in host responses to malignant tumors. The selective pressure that immune cells elicit on tumors promotes immune escape, while tumor-associated modulation of immune cells creates an environment favorable to tumor growth and progression. In this study we used publicly available single-cell RNA sequencing (scRNA-seq) data from the translationally relevant canine osteosarcoma (OS) model to compare tumor-infiltrating immune cells to circulating leukocytes. Through computational analysis we investigated the differences in cell type proportions and how the OS TME impacted infiltrating immune cell transcriptomic profiles relative to circulating leukocytes. Differential abundance analysis revealed increased proportions of follicular helper T cells, regulatory T cells, and mature regulatory dendritic cells (mregDCs) in the OS TME. Differential gene expression analysis identified exhaustion markers (LAG3, HAVCR2, PDCD1) to be upregulated in CD4 and CD8 T cells within the OS TME. Comparisons of B cell gene expression profiles revealed an enrichment of protein processing and endoplasmic reticulum pathways, suggesting infiltrating B cells were activated following tumor infiltration. Gene expression changes within myeloid cells identified increased expression of immune suppressive molecules (CD274, OSM, MSR1) in the OS TME, indicating the TME skews myeloid cells toward an immunosuppressive phenotype. Comparisons to human literature and analysis of human scRNA-seq data revealed conserved transcriptomic responses to tumor infiltration, while also identifying species differences. Overall, the analysis presented here provides new insights into how the OS TME impacts the transcriptional programs of major immune cell populations in dogs and acts as a resource for comparative immuno-oncology research.

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犬肿瘤浸润性白细胞转录组特征揭示了人类骨肉瘤的保守表达模式。
免疫细胞在宿主对恶性肿瘤的反应中起关键作用。免疫细胞对肿瘤的选择性压力促进了免疫逃逸,而肿瘤相关的免疫细胞调节创造了有利于肿瘤生长和进展的环境。在这项研究中,我们使用来自翻译相关犬骨肉瘤(OS)模型的公开单细胞RNA测序(scRNA-seq)数据来比较肿瘤浸润免疫细胞和循环白细胞。通过计算分析,我们研究了细胞类型比例的差异以及OS TME如何影响浸润性免疫细胞相对于循环白细胞的转录组谱。差异丰度分析显示,滤泡辅助性T细胞、调节性T细胞和成熟调节性树突状细胞(mregdc)在OS TME中的比例增加。差异基因表达分析发现,衰竭标志物(LAG3、HAVCR2、PDCD1)在OS TME的CD4和CD8 T细胞中上调。B细胞基因表达谱的比较显示蛋白质加工和内质网通路的富集,表明浸润性B细胞在肿瘤浸润后被激活。骨髓细胞内基因表达的变化表明,免疫抑制分子(CD274, OSM, MSR1)在OS TME中的表达增加,表明TME使骨髓细胞偏向免疫抑制表型。与人类文献的比较和对人类scRNA-seq数据的分析揭示了对肿瘤浸润的保守转录组反应,同时也确定了物种差异。总的来说,本文的分析提供了OS TME如何影响狗主要免疫细胞群转录程序的新见解,并为比较免疫肿瘤学研究提供了资源。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
10.50
自引率
1.70%
发文量
207
审稿时长
1 months
期刊介绍: Cancer Immunology, Immunotherapy has the basic aim of keeping readers informed of the latest research results in the fields of oncology and immunology. As knowledge expands, the scope of the journal has broadened to include more of the progress being made in the areas of biology concerned with biological response modifiers. This helps keep readers up to date on the latest advances in our understanding of tumor-host interactions. The journal publishes short editorials including "position papers," general reviews, original articles, and short communications, providing a forum for the most current experimental and clinical advances in tumor immunology.
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