The present disclosure relates to a method for removing a non-target RNA from an RNA sample, including: performing reverse transcription on an RNA sample by using a reverse transcription primer, and removing an RNA template, to obtain a non-target first-strand cDNA and a target first-strand cDNA; hybridizing the non-target first-strand cDNA with a specific probe to obtain a non-target first-strand cDNA-probe complex; and digesting the non-target first-strand cDNA-probe complex by using a duplex-specific nuclease to obtain the target first-strand cDNA. The non-target first-strand cDNA-probe complex can be further extended to obtain a double-stranded DNA region that can be completely digested by the duplex-specific nuclease, then the duplex-specific nuclease is added for digestion. The present disclosure provides for simplicity, flexibility, and low costs, and can eliminate the impact of the non-target RNA on the downstream experiments, thereby having great and profound significance for research in the field of transcriptomics and RNA sequencing.