returning student- Late visa

I am a returning student and I applied for a visa on July to go back for fall semester. As the visa process took longer than expected, I could not travel back early enough.

I was registered for classes and also paid the tuition, however after 3 weeks waiting for the visa, my adviser informed me that it would be wise to withdraw (he also mentioned that my initial sevis will be terminated) and I should reapply again. Subsequently I received a new admission with a new i-20 for the same major and same university (sevis number differs from the one on visa).

Thus I would like to know, if it is possible to use the visa that I have right now, since it is still valid? And if the sevis fee is transferable?