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首页> 外文期刊>Bioinformatics >Driver network as a biomarker: systematic integration and network modeling of multi-omics data to derive driver signaling pathways for drug combination prediction
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Driver network as a biomarker: systematic integration and network modeling of multi-omics data to derive driver signaling pathways for drug combination prediction

机译:驱动程序网络作为生物标志物:多OMICS数据的系统集成和网络建模,以导出驾驶员信令途径进行药物组合预测

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摘要

Motivation: Drug combinations that simultaneously suppress multiple cancer driver signaling pathways increase therapeutic options and may reduce drug resistance. We have developed a computational systems biology tool, DrugComboExplorer, to identify driver signaling pathways and predict synergistic drug combinations by integrating the knowledge embedded in vast amounts of available pharmacogenomics and omics data.
机译:动机:药物组合,同时抑制多种癌症驾驶员信号通路增加治疗选择,可降低耐药性。 我们开发了一种计算系统生物工具,药物泛乐器,以识别驾驶员信令途径,并通过将嵌入大量可用药物替代科学和常规数据的知识集成了嵌入的知识来预测协同药物组合。

著录项

  • 来源
    《Bioinformatics》 |2019年第19期|共9页
  • 作者单位

    Cornell Univ Houston Methodist Res Inst Dept Syst Med &

    Bioengn Weill Cornell Med Houston TX 77030 USA;

    Texas A&

    M Hlth Sci Ctr Ctr Clin &

    Translat Canc Res Inst Biosci &

    Technol Houston TX 77030 USA;

    Texas A&

    M Hlth Sci Ctr Ctr Clin &

    Translat Canc Res Inst Biosci &

    Technol Houston TX 77030 USA;

    Cornell Univ Houston Methodist Res Inst Dept Syst Med &

    Bioengn Weill Cornell Med Houston TX 77030 USA;

    Cornell Univ Houston Methodist Res Inst Dept Syst Med &

    Bioengn Weill Cornell Med Houston TX 77030 USA;

    Houston Methodist Hosp Dept Urol Immunobiol &

    Transplant Sci Ctr Houston Methodist Canc Ctr Houston TX 77030 USA;

    Univ Texas MD Anderson Canc Ctr Div Canc Med Dept Genitourinary Med Oncol Houston TX 77030 USA;

    Thomas Jefferson Univ Dept Med Oncol Philadelphia PA 19107 USA;

    Univ Texas MD Anderson Canc Ctr Div Canc Med Dept Genitourinary Med Oncol Houston TX 77030 USA;

    Texas A&

    M Hlth Sci Ctr Ctr Clin &

    Translat Canc Res Inst Biosci &

    Technol Houston TX 77030 USA;

    Cornell Univ Houston Methodist Res Inst Dept Syst Med &

    Bioengn Weill Cornell Med Houston TX 77030 USA;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 生物工程学(生物技术);
  • 关键词

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