Patton was elected in 1918 as county judge of Houston County and served until 1922. He served in the Texas State Senate from 1929 to 1934.
Patton's political career included serving as the county judge of Houston County from 1918 to 1922, and then as a member of the Texas State Senate from 1929 to 1934.