Maths is the only normally required subject, and Further Maths would be strongly recommended in general and is practically required for LSE single honours and likely Warwick and Cambridge (maybe also UCL).
Both will also be useful in the course, albeit not all topics from each will be used throughout, but there will be topics from both that are used extensively (differential calculus, matrices, and infinite series I expect).
Nothing else is really preferred, or even that useful. Doing A-level Economics might provide you with a bit of familiarity with the topics but the style of how they're dealt with at degree level I gather is very different (much more mathematical and less essay based/qualitative).