Methods and systems for protein and peptide evidence assembly
The present teachings provide methods and systems for the identification of proteins via peptide analysis. Some embodiments analyze proteins identified by analysis techniques such as mass spectrometry and build protein groups out of results. Groups can be formed by collecting like proteins and examining the group so as to identify if it is likely that only one form of a protein is present or, if there is enough evidence to support the presence of alternate forms. Various embodiments provide visual reports that can be interactive. These reports can allow a user to visualize relationships between proteins both intra- and inter-group. Methods are also introduced that can reduce the identification of false positives by taking into account a priori information.
1 . A method of identifying protein comprising,
receiving mass spectrometry data comprising putative proteins, peptides, and peptide confidence value,
identifying and grouping proteins that share peptide information, and
determining for each group if it is likely that only one protein is present or if peptide evidence exists to support that other proteins in the group are present.