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[Analysis of diffuse large B-cell lymphoma heterogeneity based on coupled two-way clustering]

[Analysis of diffuse large B-cell lymphoma heterogeneity based on coupled two-way clustering] Research Abstract Details 

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  • [Analysis of diffuse large B-cell lymphoma heterogeneity based on coupled two-way clustering] Abstract Text:

    li liLi Li,xia liXia Li,yi-han chenYi-Han Chen,zheng guoZheng Guo,wei jiangWei Jiang,rui-jie zhagnRui-Jie Zhagn,shao-qi raoShao-Qi Rao,

    Microarray technology has proposed a powerful tool in dealing with the heterogeneity of disease. Currently, many methods in the field are based on traditional hierarchical clustering to discover subtypes of disease using a large number of genes on microarray.However, they did not considered that large unrelated noise (genes)may mask significant partitions and correlations of disease samples. To avoid the shortcoming, this paper presented a heterogeneous analysis based on coupled two-way clustering (HCTWC) to search interesting gene signature and find the natural partitions of disease samples. The method was applied to diffuse large B-cell lymphoma (DLBCL) microarray dataset. By identifying significant gene signature, we were able to discover the two new subtypes of DLBCL with survival rate 55% and 25% respectively. The results showed that HCTWC had the potential to be a powerful tool for solving the heterogeneity of disease on gene expression profile.

    [Analysis of diffuse large B-cell lymphoma heterogeneity based on coupled two-way clustering] Publishing Authors By Initials

    l liL Li,x liX Li,yh chenYH Chen,z guoZ Guo,w jiangW Jiang,rj zhagnRJ Zhagn,sq raoSQ Rao,

    For similar abstracts research abstracts see: abstracts research

    PUBMED ID PMID:

    MEDLINE DATE:

    [Analysis of diffuse large B-cell lymphoma heterogeneity based on coupled two-way clustering] Journal Published:

    PUBLICATION TYPE: Journal Article

    Journal: Yi chuan = Hereditas / Zhongguo yi chuan xue hui b

    VOLUME: 28

    Page Numbers: 1129-34

    Journal Abbreviation:

    ISSN: 0253-9772

    DAY: 11

    MONTH: Sep

    YEAR: 2006

    [Analysis of diffuse large B-cell lymphoma heterogeneity based on coupled two-way clustering] Information

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    LANGUAGE: chi

    NlmUniqueID: 9436478

    [Analysis of diffuse large B-cell lymphoma heterogeneity based on coupled two-way clustering] Keywords Mesh Terms:

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    Grant and Affiliation Information for [Analysis of diffuse large B-cell lymphoma heterogeneity based on coupled two-way clustering]

    AFFILIATION: Institute of Medical Genetics, Tongji Unversity, Shanghai, China. flylily322@hotmail.com

    Country: China

    China Research PublicationChina Research Publication

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    MEDLINETA: Yi Chuan

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