It happened Thursday evening near U.S. 301 and May Drive, officials said.
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The crash is being investigated by the North Carolina State Highway Patrol and Rocky Mount police.
ABC11 breaking news crews at the scene said two to three cars were involved in the crash.
Nash County officials said no other information would be released yet but is asking for prayers for those involved.
Nash County deputy involved in Rocky Mount crash, officials say