“Please trust us when we tell you to trust the authorities and turn yourself in,” his grandmother, Diane Hanson, told Roanoke's WFXR-TV.
Brown, 22, allegedly deserted his post at Marine Corps Base Camp Lejeune in North Carolina last month after he was accused in the shooting death of Rodney Brown on Nov. 9.
On Friday, authorities in North Roanoke cleared a search area after investigating a report of a possible sighting of Brown walking along train tracks. But authorities said they could not confirm Brown was in the area, WSLS-TV of Roanoke reported.
Also on Friday, the U.S. Marine Corps confirmed that Brown was considered a deserter, WDBJ-TV of Roanoke reported. A Marine Corps spokesman told the station Brown did not show up for duties Oct. 24, was listed as AWOL the next day, and was declared a deserter Nov. 10, the day after Rodney Brown was killed.
“I don’t want you hurt, please,” his mother, Vanessa Hanson, said. “Michael you’re my baby I love you please I can’t lose you. I’m scared for you.”
Brown’s car was found in South Carolina last week, authorities said Wednesday.
Several agencies in North Carolina and Virginia -- in addition to the U.S. Marshals, FBI, and Naval Criminal Investigative Service (NCIS) have been conducting a massive manhunt for him.
His mother went on to say they would help him get a lawyer if he turned himself in.
“I can’t lose another person,” she added.
“Michael I know that you’re alone and afraid right now but there are people who want to help you," his grandmother told WFXR. "We still care about you. Please turn yourself in. Nobody wants to see you die also."
The Franklin County Sheriff’s Office in Virginia Monday issued a warrant for Brown’s arrest on second-degree murder charges.
Authorities were still working to determine a motive. Neighbors told WSLS the Marine recently learned Rodney Brown was not his biological father. He reportedly believed his mother’s boyfriend was his biological father for his entire life.
Authorities said Brown should be considered “armed and dangerous.”
Fox News' Danielle Wallace contributed to this report.