The continuously scanning acquisition method increases precursor identification on short LC gradients and is demonstrated in drug screens and plasma biomarker discovery. The study showed that high-throughput mass spectrometry can retain the precision and quantitative performance needed for large-scale proteomics, providing an important technical foundation for population-scale measurement.