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Microarray Gene Expression Analysis #1

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Luming-L opened this issue Jan 31, 2020 · 0 comments
Open

Microarray Gene Expression Analysis #1

Luming-L opened this issue Jan 31, 2020 · 0 comments

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@Luming-L
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Luming-L commented Jan 31, 2020

Intensity: relative expression level of the gene

Experiment

  • isolate RNA
  • label
  • hybridized to the arrays
  • washed
  • scan the intensity of the fluorescent dyes (hybridized target-probes)
  • analyze the grayscale image to identify the array spots and to measure their relative fluorescence intensities

Microarray Gene Expression Analysis Pipeline

Microarray Quantitation

Quality Control

Normalization

  • Scaling by Grid Position
  • Intensity Dependent Bias
  • Log Transformation
  • Per-Chip Scaling
  • Quantile Normalization

Exploratory Analysis (Gene Annotation, Sample Annotation)

Statistical Analysis

Functional Analysis

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