STILLWATER — In a lawsuit filed in Payne County Tuesday, Stillwater Mayor Roger McMillian is accused of gender discrimination, sexual harassment and favoritism to those who accept sexual advancements by two former employees and one current employee of the Stillwater branch of The Bank, N.A., where McMillian is president.

The three women claim the bank environment is perceived as hostile by some...