It shouldn't - however take a complete backup using mysqldump first. This will save the database in a version independent form that can be loaded back in if something goes horribly wrong. Make sure you enable caching in V4+ as this will give a considerable performance boost.
Hardware and performance
Upgrading Mysql
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