You didn't list what framework, language, or environment. It absolutely is relevant as some databases more naturally "slot into" certain environments (e.g. MySQL and PHP, MS SQL and .Net).

I'd personally forget the database and instead look for a decent ORM. One you can develop against and then connect to different database solutions (e.g. offline and online databases). That way your choice (no matter how good or bad) can be changed later.