Try checking the Oklahoma asnd Arkansas records both. Oklahoma was partly Missouri Territory and partly Arkansas Territory in earlier tomes. Them became Indian Territory in Oklahoma, before AOklahoma became a state. Check your state history info online. It tells the state line changes for these time frames. The records may have gotten into the other states records when the state lines changed.
On another note, who did your Brown descend from. I come from a line of Brown's too?