Interactive analysis of mass spectrometry data including peak selection and dynamic labeling
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 interactive and dynamic selection of one or more masses and concurrent display of peaks (points) corresponding to that predicted mass value across other displays (MS1, deconvolved mass spectrum, mass extracted ion chromatogram, etc.).
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 molecule;
simultaneously displaying a plurality of interactive visual representations derived from the received data file, the plurality of interactive visual representations comprising: a first visual representation comprising estimated or calculated masses from the received data file, a second visual representation comprising a distribution of mass/charge (m/z) values estimated or calculated from the received data file, and a third visual representation comprising a deconvolved mass spectrum estimated or calculated from the received data file;
receiving a plurality of user-selected regions from one or more of: the first visual representation, the second visual representation or the third visual representation;
determining, from the plurality of user-selected regions, a plurality of user-selected mass values;
displaying, simultaneously, a separate labeled mark corresponding to each of the user-selected mass values on one or both of the first and third visual representations, and simultaneously displaying the labeled mark corresponding the each of the user-selected mass values on each of a plurality of sites on the distribution of m/z values, wherein the labeled marks each uniquely correspond to the corresponding user-selected mass value; and
adjusting the labeled marks based on a selectable control.
2. The non-transitory machine-readable medium of claim 1 , wherein adjusting comprises adjusting an x position on the distribution of m/z values.
3. The non-transitory machine-readable medium of claim 1 , wherein adjusting comprises adjusting a y position on the distribution of m/z values.
4. The non-transitory machine-readable medium of claim 1 , wherein adjusting comprises adjusting a transparency on the distribution of m/z values.
5. The non-transitory machine-readable medium of claim 1 , wherein each labeled mark comprises a colored dot.
6. The non-transitory machine-readable medium of claim 1 , wherein each labeled mark comprises an annotated colored dot.
7. The non-transitory machine-readable medium of claim 1 , wherein receiving the plurality of user-selected mass values comprises identifying mass values from a user-selected region of the second visual representation and/or the third visual representation.
8. The non-transitory machine-readable medium of claim 7 , wherein identifying the mass values from the user-selected region comprises identifying a peak mass value from the user-selected region.
9. The non-transitory machine-readable medium of claim 1 , wherein adjusting comprises adjusting a y position on the distribution of m/z values to scale by charge probability.
10. The non-transitory machine-readable medium of claim 1 , wherein displaying each labeled mark corresponding to the selected mass values on the plurality of sites on the distribution of m/z values comprises identifying a maximum amplitude within a predetermined range in the distribution of m/z values and displaying the labeled mark on the maximum amplitude for each site of the plurality of sites.
11. A method for interactively displaying mass spectrometry data, the method comprising:
receiving a data file comprising mass spectrometry (MS) data for a sample comprising a molecule;
simultaneously displaying a plurality of interactive visual representations derived from the received data file, the plurality of interactive visual representations comprising: a first visual representation comprising estimated or calculated masses from the received data file, a second visual representation comprising a distribution of mass/charge (m/z) values estimated or calculated from the received data file, and a third visual representation comprising a deconvolved mass spectrum estimated or calculated from the received data file;
receiving a plurality of user-selected regions from one or more of: the first visual representation, the second visual representation or the third visual representation;
determining, from the plurality of user-selected regions, a plurality of user-selected mass values;
displaying, simultaneously, a separate labeled mark corresponding to each of the user-selected mass values on one or both of the first and third visual representations, and simultaneously displaying the labeled mark corresponding the each of the user-selected mass values on each of a plurality of sites on the distribution of m/z values, wherein the labeled marks each uniquely correspond to the corresponding user-selected mass value; and
adjusting the labeled marks based on a selectable control.
12. The method of claim 11 , wherein adjusting comprises adjusting an x position on the distribution of m/z values.
13. The method of claim 11 , wherein adjusting comprises adjusting a y position on the distribution of m/z values.
14. The method of claim 11 , wherein adjusting comprises adjusting a transparency on the distribution of m/z values.
15. The method of claim 11 , wherein each labeled mark comprises a colored dot.
16. The method of claim 11 , wherein receiving the plurality of user-selected mass values comprises identifying mass values from a user-selected region of the second visual representation and/or the third visual representation.
17. The method of claim 16 , wherein identifying the mass values from the user-selected region comprises identifying a peak mass value from the user-selected region.
18. The method of claim 11 , wherein adjusting comprises adjusting a y position on the distribution of m/z values to scale by charge probability.
19. The method of claim 11 , wherein displaying each labeled mark corresponding to the selected mass values on the plurality of sites on the distribution of m/z values comprises identifying a maximum amplitude within a predetermined range in the distribution of m/z values and displaying each labeled mark on the maximum amplitude for each site of the plurality of sites.
20. A method for interactively displaying mass spectrometry data, the method comprising:
receiving a data file comprising mass spectrometry (MS) data for a sample comprising a molecule;
simultaneously displaying a plurality of interactive visual representations derived from the received data file, the plurality of interactive visual representations comprising: a first visual representation comprising estimated or calculated masses from the received data file, a second visual representation comprising a distribution of mass/charge (m/z) values estimated or calculated from the received data file, and a third visual representation comprising a deconvolved mass spectrum estimated or calculated from the received data file;
receiving a set of user-selected mass values from one or more of: the first visual representation, the second visual representation or the third visual representation, by a user selecting one or more regions of the interactive visual representations and automatically identifying a plurality of mass values from within a predetermined range;
displaying a labeled mark corresponding to each mass value of the set of user-selected of mass values on one or both of the first and third visual representations, and simultaneously displaying a set of labeled marks corresponding to each of the mass values at a plurality of sites on the distribution of mass/charge (m/z) values, wherein displaying the set of labeled marks corresponding to each of the selected mass values on the plurality of sites on the distribution of m/z values comprises identifying a maximum amplitude within the predetermined range in the distribution of m/z values and displaying the labeled mark on the maximum amplitude for each site of the plurality of sites; and
adjusting one or more of an x position on the distribution of m/z values and a y position on the distribution of m/z values of the labeled mark based on a selectable control.