Changing jewelry in healing belly button piercing?

I got my belly button pierced less than three months and I had to change the jewelry yesterday due to an MRI. Should I leave in the acrylic jewelry until the piercing continues to fully heal or should I change the jewelry again to my starting jewelry? I have not previously had any issues with acrylic jewelry. 

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