Marcella Anne Thompson, 39, was last seen leaving her home on Sept. 23.
Detectives want to talk to Pierre Lowe, 38, about the investigation.
Police say Lowe was driving Thompson's car when they recovered it. They say Lowe crashed the car, and then ran from authorities.
He's now wanted on charges of eluding and resisting an officer.
While Lowe is only wanted on those charges, detectives would also like to speak with him regarding Thompson's disappearance.
Thompson is described as a white female, standing 5 feet 1 inches tall, and weighing 108 pounds. She has dark brown hair, and brown eyes. She was last seen wearing a pink t-shirt, and pajama pants
Anyone with information concerning the whereabouts of Lowe or Thompson is asked to call police at (910) 257-3668 or (910) 309-1081.
Crimestoppers information can also be submitted by calling (910) 483-TIPS (8477) or by visiting http://www.fay-nccrimestoppers.org/send_a_tip.aspx and completing the anonymous online tip sheet.