Is the concept of self an illusion if every cell in our body and thought in our mind is constantly changing?

I mean our cells regenerate, our thoughts evolve, and our memories fade or change over time. If our physical body and mental state are always transforming, is there any consistent “self” that ties us together or is the sense of identity merely an illusion created by continuity in perception?