In this study we developped LineageFilter, a new method for refined proteotyping of complex samples using metaproteomics raw data and machine learning. Given a tentative list of taxa, their abundance, and the scores associated to their identified peptides, LineageFilter computes a comprehensive set ...
ORGANISM(S): Salmonella enterica Acinetobacter baumannii Cellulomonas hominis Candida albicans (Yeast) Listeria monocytogenes Thomasclavelia ramosa Enterococcus faecalis (Streptococcus faecalis) Clostridium butyricum Blautia producta Bacillus subtilis Viruses Lactobacillus plantarum Anaerostipes caccae Enterococcus faecium Bacteroides thetaiotaomicron Limosilactobacillus fermentum Cryptococcus neoformans Eukaryota (eucaryotes) Pseudomonas aeruginosa Bacteria Klebsiella pneumoniae Streptoccous pyogenes Escherichia coli Saccharomyces cerevisiae (Baker's yeast) Bifidobacterium longum Staphylococcus aureus