The present disclosure provides a method for identifying whether a subject is more or less likely to be responsive to VEGF-based therapy, comprising screening a nucleic acid sample obtained from the subject to provide output information which identifies the presence or absence of an allelic variant, wherein the presence or absence of an allelic variant indicates whether the subject is more or less likely to be responsive to VEGF-based therapy.