The present invention relates to a method of identifying an expression level of cystathionine gamma lyase (CTH) in a sample from a subject. The present invention further discloses a method of diagnosing a subject with cancer having risk of resistance to a platinum-based drug. The present invention also discloses a method for improving efficacy of a platinum-based drug in a subject suffering a cancer.