Gantier, Gearing and colleagues demonstrate, through analysis of small RNA sequencing data, that quantification of microRNA isoforms enables identification of accurate biomarker candidates overlooked in aggregated microRNA data. A ratio-based approach to isoform-level biomarker discovery is presented, measuring the relative abundance of alternate isoforms to provide internal normalisation within a microRNA.