The invention relates relates to ribonucleic acids and oligonucleotide probes useful for detection and analysis of non-coding RNAs, such as microRNAs and small nuclear RNA (snRNA), in particular small nucleolar RNAs (snoRNAs), and their precursors which are associated with cancer, and which can be used for characterising breast cancers or suspected cancer.