Update
I went to the doctor and explained with details what's going on. He told me that according to my symptoms,
I have not sleep apnea. He told me that because my nasal cavities were getting swole at times, I started mouth breathing and the uvula was getting dry or something like that

. He also told me he believed I was either allergic to something I've been using for a long time or somehing I recently started to use (like a perfume, shampoo, medicine, etc) but I don't think that's the case.
He prescribed me loratadine and a nasal spray (mometasone furoate). And althought he was sure it's not sleep apnea, I think he wasn't sure what's causing this.
I told him I was jumping out of the bed in the middle of my sleep unable to breathe, but still, not sleep apnea.