Here, we established a two-stage isothermal amplification method comprising strand exchange amplification and hyperbranched rolling circle amplification, which only employed one DNA polymerase and was performed in a single closed tube at a constant temperature, providing a promising signal amplification strategy for accurate and rapid pathogen detection in the clinic.