DPD said the shooting happened about 11:35 p.m. in the area of North Hyde Park Avenue and Holloway Street.
The victim was rushed to a hospital but later died from his injuries.
On Tuesday, police identified him as Marquis Sinclair, 40, of Durham.
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The shooting remains under investigation and appears to be an isolated incident, police said.
Anyone with information about this shooting is asked to contact Investigator J. Berkstresser at (919) 560-4440 ext. 29538 or CrimeStoppers at (919) 683-1200 or online. CrimeStoppers pays cash rewards of up to $2,000 for information leading to arrests in felony cases, and callers never have to identify themselves.
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