小鼠 TRAMP 细胞系和肿瘤的转录组分析:洞察共享途径和治疗靶点

Marxa L. Figueiredo , Sagar Utturkar , Shreya Kumar , Carlos Eduardo Fonseca-Alves
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摘要

本研究侧重于比较不同前列腺癌小鼠模型的基因表达谱,重点是TRAMP转基因模型及其衍生细胞系,并将比较范围扩大到相关的基因工程小鼠模型和人类前列腺癌数据集。利用 RNA 测序,我们研究了从原始 TRAMP 细胞到 TRAMP-C2 (TC2)衍生细胞系,再延伸到具有侵袭性的 TC2-Ras (TC2R)细胞和肿瘤的不同程度的前列腺癌侵袭性。与亲代 TC2 细胞不同,TC2R 在植入后获得了在骨组织中生长的能力。分析发现,与野生型组织相比,TRAMP 中细胞周期调控、免疫反应和有丝分裂过程的基因上调。TC2细胞表现出富含ECM组织和组织发育途径的独特基因谱,而TC2R细胞则表现出细胞因子信号转导和运动基因的增加,ECM和免疫反应途径的减少。体内 TC2R 模型显示肿瘤中的 ECM 组织和受体酪氨酸激酶信号转导增强,尤其是胫骨内肿瘤中的免疫过程和胶原降解途径丰富。小鼠和人类数据集之间的比较分析显示了重叠,尤其是在与有丝分裂周期调控、ECM组织和免疫相互作用有关的通路方面。在TC2R肿瘤中发现的基因特征与侵袭性肿瘤行为和人类数据集中的不良存活率相关。对TC2R肿瘤的进一步免疫细胞图谱分析显示,T细胞亚群和巨噬细胞发生了改变,这在人类样本的单细胞RNA-seq中得到了证实。因此,TC2R 模型在帮助推进临床前治疗方面大有可为,可能有助于改善前列腺癌患者的预后。
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Transcriptomic analysis of mouse TRAMP cell lines and tumors provide insights into shared pathways and therapeutic targets

The present study focused on comparing the gene expression profiles of different mouse models of prostate cancer, focusing on the TRAMP transgenic model and its derived cell lines and extending the comparisons to relevant genetically engineered mouse models and human prostate cancer datasets. Employing RNA sequencing, we examined different levels of prostate cancer aggressiveness from the original TRAMP cells to the TRAMP-C2 (TC2) derived cell line and extending to the aggressive TC2-Ras (TC2R) cells and tumors. TC2R acquire the ability to grow in bone tissue upon implantation, unlike the parental TC2 cells. Analysis identified upregulated genes in cell cycle regulation, immune response, and mitotic processes in TRAMP compared to wild-type tissues. TC2 cells exhibited unique gene profiles enriched in ECM organization and tissue development pathways, while TC2R cells showed increased cytokine signaling and motility genes, with decreased ECM and immune response pathways. In vivo TC2R models demonstrated enhanced ECM organization and receptor tyrosine kinase signaling in tumors, notably enriching immune processes and collagen degradation pathways in intratibial tumors. Comparative analysis among mouse and human datasets showed overlaps, particularly in pathways relating to mitotic cycle regulation, ECM organization, and immune interactions. A gene signature identified in TC2R tumors correlated with aggressive tumor behavior and poor survival in human datasets. Further immune cell landscape analysis of TC2R tumors revealed altered T cell subsets and macrophages, confirmed in single-cell RNA-seq from human samples. TC2R models thus hold significant promise in helping advance preclinical therapeutics, potentially contributing to improved prostate cancer patient outcomes.

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来源期刊
Cell insight
Cell insight Neuroscience (General), Biochemistry, Genetics and Molecular Biology (General), Cancer Research, Cell Biology
CiteScore
2.70
自引率
0.00%
发文量
0
审稿时长
35 days
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