Fig. 2

Integration of data reveals that multiple analytes differ between BMIF and PBP. Uniform Manifold Approximation and Projection (UMAP) of all analytes (normalized and z-score scaled) after training using significant analytes. Individual analytes are annotated based on A fuzzy c-means cluster membership or B analyte class. For the cluster membership plot, dotted lines were draw to indicate separation between experimental groups. C Radar plots showing intensity of the analytes in each cluster. Z score-scaled intensities were plotted and annotated based on the analyte’s cluster membership score. Color intensity reflects the cluster score and analytes with scores < 0.5 are omitted