Check with a podiatrist. Morton's Neuroma is a foot condition that causes a burning sensation. Mine was cured with inserts but it took six months.
You may have some other related condition. Try to get a podiatrist with a good reputation. There are a lot of weak ones out there.
It may be a long shot but worth trying.