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High throughput microarray analyses result in many differentially expressed genes that are potentially responsible for the biological process of interest. In order to identify biological similarities between genes, publications from MEDLINE were identified in which pairs of gene names and combinations of gene name with specific keywords were co-mentioned. MEDLINE search strings for 15,621 known genes and 3,731 keywords were generated and validated. PubMed IDs were retrieved from MEDLINE anddoi:10.1186/1471-2105-6-51 pmid:15760478 pmcid:PMC1274248 fatcat:qbmbo6du2nantcskwg376wmq44