Molecular subtypes
Contrary to the traditional histological classification of cancer, molecular classifications rely on biomarkers and classifiers. Biomarkers can be informative genes, microRNAs (miRNAs), DNA methylation markers and others. Classifiers can be built by machine learning algorithms, such as Prediction Analysis for Microarrays (PAM), Support Vector Machines (SVMs) and more.