Solution: Choice D is correct

A) Because is used to provide an explanation to something. It is not the case here.

B) After doesn’t make sense as the sentence starts with “Although”

C) “Given that” is used to provide an explanation to something, which is not the case here.

D) This choice fixes the conjunction error. We are correctly joining the dependent clause to an independent clause using a comma.