Realizing that the Canvas API is lacking the ability to underline text, and therefore so is the Phaser Text game object, developer Brent Strandy took it upon himself to add the functionality in, and then released it as a plugin to GitHub. Great stuff! :)
Underline Text Plugin
Seamlessly adds in the ability to underline text in a Phaser Text object.