How to transition from episodic to long-running

I want to transition my campaign from episodic (currently a monster-of-the-week-esque campaign, with the PCs being a part of an adventurers guild) to a more coherent, single-story-driven game. How can I do this in a way that is narratively satisfying and that makes sense?