Before I say yes, I worry because that is an old motherboard; either it came with a prebuilt system, or it's an old build.
Would you mind posting some of your other specs? I'm most interested in what CPU you have and your current PSU (will determine if the CPU would bottleneck the graphics card, and if your PSU can even handle the card).