In this context, I favour using "because" or "for". "As" and "Since" sound out of place here. "In case" makes no sense in this context.
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DiamondrgA: Why can't he run as fast as he used to?Yes; only C is possible.
B: ---- he is getting old.
A) For B) As C) Because D) In case E) Since