C5: Software for Microarray Analysis ??????????? (2004/12/12) - PowerPoint PPT Presentation

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C5: Software for Microarray Analysis ??????????? (2004/12/12)

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C5: Software for Microarray Analysis (2004/12/12) M-A plot and Piecewise Normalization Differentially Expressed Genes Selected ... – PowerPoint PPT presentation

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Title: C5: Software for Microarray Analysis ??????????? (2004/12/12)


1
C5 Software for Microarray Analysis
??????????? (2004/12/12)
2
M-A plot and Piecewise Normalization
  • M(log2Cy3 - log2Cy5)
  • A (log2Cy3log2Cy5)/2
  • An M-A plot and a set of
  • local line fit is given below
  • compustt spot features
  • maplot matlab MA plot
  • linefit2 normalization
  • geneUD up/down genes
  • cluster K-means Algo.
  • bestBC feature selection
  • select gene selection
  • listgene list genes

3
Differentially Expressed Genes Selected
from 44 Patients of Hepatoma
  • Up regulated genes
  • AI133162
  • M12654
  • X01098
  • M13149
  • K02922
  • Down Expressed genes
  • BG621010
  • M24173
  • The up-regulated (down-regulated) genes are
    defined as those genes with the normalized log2
    ratio log2(Cy3/Cy5) greater (smaller) than a
    user-specified threshold T (-T), e.g., T2.0

4
Hierarchical Clustering on 39 Patients of HBV/HCV
by 32 Discriminative Genes
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