There are actual humans walking around with either one or both pairs of myostatin genes terminated. Like the famous child in germany with both terminated. Its the next level in human evolution.
Chemically, i can't find the evidence to support the use of drugs to inhibit myostatin gene expression, but like haz has stated there are plenty on sale, but i wouldn't get to excited.
If you want, you can genetically engineer your sperm so your child is born without one pair,

. I kid i kid... but seriously.