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作者:

Yang, Caiyun (Yang, Caiyun.) | Li, Jianqiang (Li, Jianqiang.) (学者:李建强) | Yang, Ji-Jiang (Yang, Ji-Jiang.) | Chen, Shi (Chen, Shi.) | Wang, Qing (Wang, Qing.) | HuiPan (HuiPan.) | Liang, Siyuan (Liang, Siyuan.) | Qiu, Weiliang (Qiu, Weiliang.)

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CPCI-S EI Scopus

摘要:

Oral squamous cell carcinoma (OSCC) represents more than 90% of all oral cancers. The etiology of the disease has been linked to genetics. To determine OSCC-associated genes, researchers usually test if the mean expression level of a gene among OSCC patients is different from that among non-OSCC patients. Recently, researchers found that genes having different variances between two biological states are also relevant to the disease of interest. To the best of our knowledge, no differential variability analysis has been conducted to investigate the genetic risk factors of OSCC yet. In this article, we identified genes differentially variable between the OSCC cases and controls by using the Brown-Forsythe test (BF test) based on two public available gene expression data sets (GSE30784 and GSE6791) from the Gene Expression Omnibus. By using the discovery set, we identified 2,904 DV gene probes, among which 456 DV probes were replicated by the validation set. Our results showed that differential variable genes could provide additional information about the mechanisms of OSCC.

关键词:

Brown-Forsythe test Equal variance test KEGG OSCC

作者机构:

  • [ 1 ] [Yang, Caiyun]Beijing Univ Technol, Fac Informat Technol, Beijing, Peoples R China
  • [ 2 ] [Li, Jianqiang]Beijing Univ Technol, Fac Informat Technol, Beijing, Peoples R China
  • [ 3 ] [Liang, Siyuan]Beijing Univ Technol, Fac Informat Technol, Beijing, Peoples R China
  • [ 4 ] [Yang, Ji-Jiang]Tsinghua Univ, Tsinghua Natl Lab Informat Sci & Technol, Beijing, Peoples R China
  • [ 5 ] [Wang, Qing]Tsinghua Univ, Tsinghua Natl Lab Informat Sci & Technol, Beijing, Peoples R China
  • [ 6 ] [Chen, Shi]Chinese Acad Med Sci, Peking Union Med Coll Hosp, Dept Endocrinol, Beijing, Peoples R China
  • [ 7 ] [HuiPan]Chinese Acad Med Sci, Peking Union Med Coll Hosp, Dept Endocrinol, Beijing, Peoples R China
  • [ 8 ] [Chen, Shi]Peking Union Med Coll, Beijing, Peoples R China
  • [ 9 ] [HuiPan]Peking Union Med Coll, Beijing, Peoples R China
  • [ 10 ] [Wang, Qing]Tsinghua Univ, Tsinghua Natl Lab Informat Sci & Technol, Beijing, Peoples R China
  • [ 11 ] [Qiu, Weiliang]Harvard Med Sch, Brigham & Womens Hosp, Channing Div Network Med, Boston, MA USA

通讯作者信息:

  • [Yang, Caiyun]Beijing Univ Technol, Fac Informat Technol, Beijing, Peoples R China

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来源 :

PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON CROWD SCIENCE AND ENGINEERING (ICCSE 2018)

年份: 2018

语种: 英文

被引次数:

WoS核心集被引频次: 1

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