A method and a kit for detecting a target protein in a sample with a signal amplification strategy are provided. The signal amplification strategy is established for the aptamer-based molecular recognition of a target protein with concomitant release of single-stranded DNA (G-DNA), which binds complementarily to a single-stranded RNA comprising a fluorophore and a quencher (“F-RNA-Q”). The fluorescence-quenched RNA is then degraded by RNase H to result in a fluorescence signal, and the undamaged G-DNA is recycled to yield fluorescence amplification.