There is a 2017 study out of the University of York that has been looking into the genetic code of proteins and how they bind to DNA. This allows the researchers to follow the path of production of specialized cells such as urothelial cells, which is important to the treatment of IC.
There has also been recent small drug trials testing Botox, different mixtures of known medications, and Chinese herbs.