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Radiogenomics to characterize regional genetic heterogeneity in glioblastoma

机译:放射基因组学表征胶质母细胞瘤的区域遗传异质性

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摘要

Background. Glioblastoma (GBM) exhibits profound intratumoral genetic heterogeneity. Each tumor comprises multiple genetically distinct clonal populations with different therapeutic sensitivities. This has implications for targeted therapy and genetically informed paradigms. Contrast-enhanced (CE)-MRI and conventional sampling techniques have failed to resolve this heterogeneity, particularly for nonenhancing tumor populations. This study explores the feasibility of using multiparametric MRI and texture analysis to characterize regional genetic heterogeneity throughout MRI-enhancing and nonenhancing tumor segments.
机译:背景。胶质母细胞瘤(GBM)表现出深刻的肿瘤内遗传异质性。每个肿瘤包括具有不同治疗敏感性的多个遗传上不同的克隆种群。这对靶向治疗和遗传学上的范例有影响。对比增强(CE)-MRI和常规采样技术未能解决这种异质性,尤其是对于非增强型肿瘤人群。这项研究探索了使用多参数MRI和纹理分析来表征整个MRI增强和非增强肿瘤片段中区域遗传异质性的可行性。

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  • 来源
    《Neuro-Oncology》 |2017年第1期|128-137|共10页
  • 作者单位

    Mayo Clin, Dept Radiol, Arizona 5777 E Mayo Blvd, Phoenix, AZ 85054 USA|St Josephs Hosp, Barrow Neurol Inst, Dept Radiol, Phoenix, AZ USA;

    Arizona State Univ, Sch Comp Informat & Decis Syst Engn, Tempe, AZ USA;

    St Josephs Hosp, Barrow Neurol Inst, Dept Pathol, Phoenix, AZ USA;

    St Josephs Hosp, Barrow Neurol Inst, Dept Radiol, Phoenix, AZ USA;

    Arizona State Univ, Sch Comp Informat & Decis Syst Engn, Tempe, AZ USA;

    Arizona State Univ, Dept Biomed Informat, Tempe, AZ USA;

    Arizona State Univ, Sch Biol & Hlth Syst Engn, Tempe, AZ USA;

    Mayo Clin, Dept Biostat, Phoenix, AZ USA;

    Translat Genom Res Inst, Dept Canc & Cell Biol, Phoenix, AZ USA;

    St Josephs Hosp, Barrow Neurol Inst, Dept Neurosurg, Phoenix, AZ USA;

    St Josephs Hosp, Barrow Neurol Inst, Dept Neurosurg, Phoenix, AZ USA;

    St Josephs Hosp, Barrow Neurol Inst, Dept Radiol, Phoenix, AZ USA;

    St Josephs Hosp, Barrow Neurol Inst, Dept Imaging Res, Phoenix, AZ USA;

    Mayo Clin, Dept Radiol, Arizona 5777 E Mayo Blvd, Phoenix, AZ 85054 USA|Arizona State Univ, Sch Comp Informat & Decis Syst Engn, Tempe, AZ USA;

    Mayo Clin, Dept Canc & Cell Biol, Scottsdale, AZ USA;

    Mayo Clin, Dept Pathol, Rochester, MN USA;

    Mayo Clin, Dept Biomed Stat & Informat, Rochester, MN USA;

    Mayo Clin, Dept Pathol, Rochester, MN USA;

    Mayo Clin, Dept Neurooncol, Rochester, MN USA;

    Univ Minnesota, Dept Pharmaceut, Minneapolis, MN 55455 USA;

    Mayo Clin, Dept Radiol, Arizona 5777 E Mayo Blvd, Phoenix, AZ 85054 USA;

    Arizona State Univ, Sch Biol & Hlth Syst Engn, Tempe, AZ USA;

    Mayo Clin, Dept Radiat Oncol, Rochester, MN USA;

    Mayo Clin, Dept Neurosurg, Phoenix, AZ USA;

    Translat Genom Res Inst, Dept Canc & Cell Biol, Phoenix, AZ USA;

    Arizona State Univ, Sch Comp Informat & Decis Syst Engn, Tempe, AZ USA;

    Mayo Clin, Dept Res, Phoenix, AZ USA;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    genetic; glioblastoma; heterogeneity; radiogenomics; texture;

    机译:遗传;胶质母细胞瘤;异质性;放射基因组学;质地;

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