See at least you have a seemingly potential reason. Also, I think if that's what the cause is, you might have luck with taking prebiotics and probiotics to help garner it back.
I've been trying various things from yogurt, sauerkraut, kimchi and supplements and I haven't really had success. I must be doing something wrong or too much or not enough idk.