Interactive analysis of mass spectrometry data
View Patent ↗This invention relates to graphical user-interactive displays for use in MS-based analysis of protein impurities, as well as methods and software for generating and using such. One aspect provides a user-interactive display comprising an extracted mass chromatogram (XIC), an MS1 spectrum and an MS2 spectrum, all simultaneously representing a user-selected peptide. Another aspect provides a user interactive display simultaneously presenting paired spectra (XIC, MS1 and/or MS2) for a variant peptide and its corresponding wildtype counterpart.
1. A non-transitory machine-readable medium that stores instructions, which, when performed by a machine, cause the machine to perform operations comprising:
receiving a data file comprising mass spectrometry (MS) data for a sample comprising a reference molecule and one or more variant molecules, wherein each variant molecule has a chemical modification relative to the reference molecule;
providing an assembly of molecular identifications, wherein each molecular identification correlates a spectral representation with the reference molecule and a modification state for a variant molecule relative to the reference molecule;
selecting a molecular identification based on user-input; and
simultaneously and interactively displaying a first arrangement of a plurality of spectral representations, wherein a first spectral representation of the first arrangement is correlated to the selected molecular identification and a second spectral representation of the first arrangement is correlated to a first molecular identification having the same reference molecule but different modification state;
wherein a user selection or modification in the first spectral representation is automatically made in the second spectral representation and a user selection or modification in the second spectral representation is automatically made in the first spectral representation.
2. The non-transitory machine-readable medium of claim 1 , wherein the reference molecule is a protein.
3. The non-transitory machine-readable medium of claim 1 , wherein the reference molecule is one peptide from a plurality of peptides that are a product of enzymatic digestion of a protein.
4. The non-transitory machine-readable medium of claim 3 , wherein the assembly of molecular identifications is a graphical representation of the protein, wherein the graphical representation of the protein comprises an amino acid sequence for the protein and a plurality of markers mapped to the amino acid sequence and representing the plurality of peptides, and further wherein the step of selecting a molecular identification comprises user selection of a marker in the graphical representation.
5. The non-transitory machine-readable medium of claim 3 , wherein the modification state of the selected molecular identification is a sequence variant and the modification state of the first molecular identification is null.
6. The non-transitory machine-readable medium of claim 1 , wherein the assembly of molecular identifications is presented in tabular form, wherein each line of the tabular form represents the reference molecule or a single variant molecule, and wherein the step of selecting a molecular identification comprises selecting a line of the tabular form.
7. The non-transitory machine-readable medium of claim 6 , wherein the assembly of molecular identifications is populated from results of a computational search of observed spectra with respect to a molecular database or library of recorded spectra.
8. The non-transitory machine-readable medium of claim 1 , wherein the modification state is selected from the group consisting of unmodified, sequence variant, insertion, deletion, extension, oxidation, deamidation, conjugate, glycation, sulfation, and glycosylation.
9. The non-transitory machine-readable medium of claim 1 , wherein the plurality of spectral representations of the first arrangement are selected from the group consisting of a first stage of mass spectrometry (MS1) spectra, a second stage of mass spectrometry (MS2) spectra and extracted ion chromatograms (XIC).
10. The non-transitory machine-readable medium of claim 1 , wherein a third spectral representation of the first arrangement is correlated to a second molecular identification having the same reference molecule as the selected and first molecular identifications but a different modification state from both the selected and first molecular identifications.
11. The non-transitory machine-readable medium of claim 1 , wherein the operations further comprise:
simultaneously displaying a second arrangement of a plurality of spectral representations, wherein a first spectral representation of the second arrangement is correlated to the selected molecular identification and a second spectral representation of the second arrangement is correlated to the first molecular identification.
12. The non-transitory machine-readable medium of claim 11 , wherein the spectral representations of the first arrangement are a first stage of mass spectrometry (MS1) spectra, and the spectral representations of the second arrangement are a second stage of mass spectrometry (MS2) spectra.
13. The non-transitory machine-readable medium of claim 11 , wherein the spectral representations of the first arrangement are a first stage of mass spectrometry (MS1) spectra, and the spectral representations of the second arrangement are extracted ion chromatograms (XIC).
14. The non-transitory machine-readable medium of claim 11 , wherein the spectral representations of the first arrangement are a second stage of mass spectrometry (MS2) spectra, and the spectral representations of the second arrangement are extracted ion chromatograms (XIC).
15. The non-transitory machine-readable medium of claim 1 , wherein the first spectral representation is displayed immediately above, immediately below or immediately beside the second spectral representation.
16. The non-transitory machine-readable medium of claim 1 , wherein the first spectral representation and second spectral representation are displayed sharing a single horizontal axis.
17. The non-transitory machine-readable medium of claim 1 , wherein the reference molecule is selected from the group consisting of polypeptides, oligonucleotides, lipids, and organic polymers.
18. A method for displaying mass spectrometry data comprising:
receiving a data file comprising mass spectrometry (MS) data for a sample comprising a reference molecule and one or more variant molecules, wherein each variant molecule has a chemical modification relative to the reference molecule;
providing an assembly of molecular identifications, wherein each molecular identification correlates a spectral representation with the reference molecule and a modification state for a variant molecule relative to the reference molecule;
selecting a molecular identification based on user-input; and
simultaneously and interactively displaying a first arrangement of a plurality of spectral representations, wherein a first spectral representation of the first arrangement is correlated to the selected molecular identification and a second spectral representation of the first arrangement is correlated to a first molecular identification having the same reference molecule but different modification state;
wherein a user selection or modification in the first spectral representation is automatically made in the second spectral representation and a user selection or modification in the second spectral representation is automatically made in the first spectral representation.