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Georg Tremmel, Paul Sheridan, Atsushi Niida (Laboratory for DNA Information Analysis, Institute of Medical Science, University Of Tokyo, 4-6-1 Shirokanedai, Tokyo 108-8639, Japan)MeSHClouds emerged from a concrete biological need: How can we get a quick overview of the descriptions of genes within a novel geneset? MeSHClouds address this problem in 3 steps: 1. Collect textual gene description from various public sources. 2. Reduce the textual gene descriptions to fit the constrained MeSH term vocabulary. 3. Adjust for over-representation 4. Show the results as a word-cloud.