The incident happened around 4 a.m. at the station on Falls of Neuse Road.
After the stabbing, police surrounded and searched an apartment complex on The Lakes Drive; however, they did not say how the scenes are linked.
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Officers did not comment on the extent of the man's injuries or about a possible suspect.