The present invention relates to a carbonic anhydrase IX targeting compound for the use in the treatment of cancer, wherein the use comprises quantifying CAIX expression as well as the determination of a CAIX score based on the CAIX expression. The present invention relates further to a method for diagnosing, predicting and/or classifying a cancer disease comprising quantifying CAIX expression, and the determination of a CAIX score.