I've done London to Southend twice. Keep your bike but defo change to road tyres. Like others have said don't underestimate it and do at least 3-4 months training ( including a fair bit if hill work.
Get a bottle cage and water bottle. Musts are padded seat cover and padded cycle shorts ( I...