The NFU said there were ‘legal issues’ preventing its members turning up in large numbers on the streets of Westminster.
The incident occurred in an alley off Chatsworth Road, Harehills, in Leeds, in the early hours of Wednesday, West Yorkshire Police said.
The former health secretary has been appointed to a senior Department of Health and Social Care position by Wes Streeting.