In a speech in London – billed as his campaign launch – Mr Johnson said he did not believe he could provide the leadership or unity needed.
It comes after Justice Secretary and fellow Brexit campaigner Michael Gove’s surprise announcement on Thursday morning that he would run for leader.
Home Secretary Theresa May is among the candidates. Nominations closed at noon.
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