Wanting a gaming computer

I bought this tower a few years ago as a college computer. All it needed to do was access the internet and run Microsoft office programs. Now, I'm wanting to get into pc gaming and I have no idea what I'm doing. My question is, could I make a good gaming computer using this tower as a base, or would I be money ahead by just buying a gaming computer outright?