Abstract: The present invention relates to methods for increasing the accuracy of sample classification characterized by the detection of the protein YKL-40 and the protein MASP2 in the samples and methods for determining the efficacy of a drug in treating a cancer in an individual, as well as reagent kits for the same uses.