Classifying cancer genome aberrations by their mutually exclusive effects on transcription
作者: Jonathan B. DaytonStephen R. Piccolo
作者单位: 1Brigham Young University
2University of Utah
刊名: BMC Medical Genomics, 2017, Vol.10 (4)
来源数据库: Springer Nature Journal
DOI: 10.1186/s12920-017-0303-0
关键词: Cancer genomicsIntegrative omicsMachine learningDrug repurposingPan cancer
原始语种摘要: Malignant tumors are typically caused by a conglomeration of genomic aberrations—including point mutations, small insertions, small deletions, and large copy-number variations. In some cases, specific chemotherapies and targeted drug treatments are effective against tumors that harbor certain genomic aberrations. However, predictive aberrations (biomarkers) have not been identified for many tumor types and treatments. One way to address this problem is to examine the downstream, transcriptional effects of genomic aberrations and to identify characteristic patterns. Even though two tumors harbor different genomic aberrations, the transcriptional effects of those aberrations may be similar. These patterns could be used to inform treatment choices.
全文获取路径: Springer Nature  (合作)
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来源刊物:
影响因子:3.466 (2012)

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关键词翻译
关键词翻译
  • genomic 染色体组的
  • genome 基因组
  • typically 典型地
  • harbor 海港
  • examine 
  • small 小的
  • effects 海员自身物品
  • mutually 互相
  • targeted 对准目标的
  • exclusive 互斥