1_ Reading
- Read the table
- Detect whether it is Illumina or Affy
- Read all files
? What if some files have different featuredata (SDY161)
- Make ExpressionSet
2_ Analysis
- Split the eset
- Subset (e.g: PBMC & macro should not be normalized together)
- Normalize using rma or lumi (optional)
- Subset (e.g: PolyIC L is not needed)
3_ Writing
- Write the matrices to files
- Write the fData to files
- Fill the matrix tables
- lists.expression_matrix: accession, description
- lists.expression_matrix_2_biosample: accession, file, biosample
- Fill the reagent tables
- lists.features_2_genes
- lists.gene_expression_platforms: reagent_accession, feature_mapping_file
- lists.gene_expression_reagent_2_matrix: reagent_accession, matrix_accession
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