Basement wall framing
At least in the US, wood framing is far more common than metal in residential construction. And, I think, a lot easier for DIY construction. Certainly much easier when it comes to hanging cabinets and a lot of other little (and not-so-little) details.

If water is a problem with your wood frame construction then you have much more serious problems as your walls will be rotting, mold growing, etc. long before your wood frame gets damaged.