Step 1: According to the "bioconductor_arraydata.R" to download GEO data, normalization and annotation. and will generate "*.txt" file, The gene name is on the last column, and move the name to the first column by manual operation.
Step 2: Running the script "combine_gene.pl". The input format such as : $perl combine_gene.pl GSE20986.txt GSE20986_combine_gene.txt. After that we obtained the file with unique gene, and combine with median method.
Step 3: Running the script "combine_data.pl". For example: $ perl combine_data.pl dataset1.txt dataset2.txt combine_data.txt After that we obtained the file which combined multiple datasets.