Myelodysplastic syndrome is a genetic disorder that causes people to develop a rash around the feet. In my case, it’s caused by a genetic mutation that causes a protein to be made in the feet. The rash is caused by the protein being made, and this causes the rash. The most common symptoms are a red rash on the bottom of your feet and a red spot on the top of your feet.