Fig. 7

Analysis of feature correlations and statistical distributions of m/z. Panel (a) displays correlation matrices showing the relationships between eight extracted features derived from m/z intensity profiles. Panel (b) presents the distribution analysis of these time-series features through violin plots with overlaid scatter points, demonstrating significant differences (p < 0.001) between healthy controls and cancer patients across all measured parameters.