Footage filmed by the BBC showed Cummings running away after leaving the prime minister's residence in London.
Johnson, 55, experienced mild symptoms on Thursday (March 26) and received the positive result at around midnight.
He is currently self-isolating at his residence but said he would still lead the government's response to the accelerating outbreak.
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