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Immuno-Oncology Integrative Networks: Elucidating the Influences of Osteosarcoma Phenotypes

机译:免疫肿瘤综合网络:阐明骨肉瘤表型的影响

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摘要

In vivo and in vitro functional phenotyping characterization was recently obtained with reference to an experimental pan-cancer study of 22 osteosarcoma (OS) cell lines. Here, differentially expressed gene (DEG) profiles were recomputed from the publicly available data to conduct network inference on the immune system regulatory activity across the characterized OS phenotypes. Based on such DEG profiles, and for each phenotype that was analyzed, we obtained coexpression networks and bio-annotations for them. Then, we described the immune-modulated influences in phenotype-specific networks’ integrating pathway, transcription factor, and microRNA regulations. Overall, this approach seems suitable for representing heterogeneity in OS tumorigenesis.
机译:最近参考了22种骨肉瘤(OS)细胞系的实验性泛癌研究,获得了体内和体外功能表型鉴定。在这里,从公众可获得的数据中重新计算了差异表达的基因(DEG)配​​置文件,以针对表征的OS表型对免疫系统调节活性进行网络推断。基于这种DEG谱,并针对所分析的每种表型,我们获得了它们的共表达网络和生物注释。然后,我们描述了表型特异性网络整合途径,转录因子和microRNA调控中免疫调节的影响。总体而言,这种方法似乎适合代表OS肿瘤发生中的异质性。

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