Charleston Goodman was abducted Jan. 28, 2018, from his home off East Woodcroft Parkway.
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Eyewitnesses said several men forced the 26-year-old Goodman into a silver Honda Odyssey.
Durham police have not officially said what may have led up to Goodman's disappearance.
The case is being investigated as a homicide after sources told investigators he may have been killed.
Goodman's mother, Tammie, saw the abduction from her bedroom window.
"I miss my baby so much. I just want him home," a tearful Tammie Goodman told ABC11 "I believe in my gut, in my heart that he is somewhere being held. I don't think he's dead."
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Goodman's mother said his 7-year-old daughter gets sick on the anniversary of his disappearance.
The family is asking the community to pause at 6:20 p.m. Tuesday to remember the exact time Goodman went missing.
Anyone with information regarding this case is asked to call Durham Police at (919) 560-4600.