Literature DB >> 30047074

Using Skyline to Analyze Data-Containing Liquid Chromatography, Ion Mobility Spectrometry, and Mass Spectrometry Dimensions.

Brendan X MacLean1, Brian S Pratt1, Jarrett D Egertson1, Michael J MacCoss1, Richard D Smith2, Erin S Baker3.   

Abstract

Recent advances in ion mobility spectrometry (IMS) have illustrated its power in determining the structural characteristics of a molecule, especially when coupled with other separations dimensions such as liquid chromatography (LC) and mass spectrometry (MS). However, these three separation techniques together greatly complicate data analyses, making better informatics tools essential for assessing the resulting data. In this manuscript, Skyline was adapted to analyze LC-IMS-CID-MS data from numerous instrument vendor datasets and determine the effect of adding the IMS dimension into the normal LC-MS molecular pipeline. For the initial evaluation, a tryptic digest of bovine serum albumin (BSA) was spiked into a yeast protein digest at seven different concentrations, and Skyline was able to rapidly analyze the MS and CID-MS data for 38 of the BSA peptides. Calibration curves for the precursor and fragment ions were assessed with and without the IMS dimension. In all cases, addition of the IMS dimension removed noise from co-eluting peptides with close m/z values, resulting in calibration curves with greater linearity and lower detection limits. This study presents an important informatics development since to date LC-IMS-CID-MS data from the different instrument vendors is often assessed manually and cannot be analyzed quickly. Because these evaluations require days for the analysis of only a few target molecules in a limited number of samples, it is unfeasible to evaluate hundreds of targets in numerous samples. Thus, this study showcases Skyline's ability to work with the multidimensional LC-IMS-CID-MS data and provide biological and environmental insights rapidly. Graphical Abstract ᅟ.

Entities:  

Keywords:  Data independent acquisition; Ion mobility spectrometry; Proteomics; Skyline

Year:  2018        PMID: 30047074      PMCID: PMC6191345          DOI: 10.1007/s13361-018-2028-5

Source DB:  PubMed          Journal:  J Am Soc Mass Spectrom        ISSN: 1044-0305            Impact factor:   3.109


  25 in total

1.  Shotgun collision-induced dissociation of peptides using a time of flight mass analyzer.

Authors:  Samuel Purvine; Jason-Thomas Eppel; Eugene C Yi; David R Goodlett
Journal:  Proteomics       Date:  2003-06       Impact factor: 3.984

2.  Simultaneous fragmentation of multiple ions using IMS drift time dependent collision energies.

Authors:  Erin Shammel Baker; Keqi Tang; William F Danielson; David C Prior; Richard D Smith
Journal:  J Am Soc Mass Spectrom       Date:  2007-12-04       Impact factor: 3.109

3.  Drift time-specific collision energies enable deep-coverage data-independent acquisition proteomics.

Authors:  Ute Distler; Jörg Kuharev; Pedro Navarro; Yishai Levin; Hansjörg Schild; Stefan Tenzer
Journal:  Nat Methods       Date:  2013-12-15       Impact factor: 28.547

4.  LC-IMS-MS Feature Finder: detecting multidimensional liquid chromatography, ion mobility and mass spectrometry features in complex datasets.

Authors:  Kevin L Crowell; Gordon W Slysz; Erin S Baker; Brian L LaMarche; Matthew E Monroe; Yehia M Ibrahim; Samuel H Payne; Gordon A Anderson; Richard D Smith
Journal:  Bioinformatics       Date:  2013-09-05       Impact factor: 6.937

5.  ESI/ion trap/ion mobility/time-of-flight mass spectrometry for rapid and sensitive analysis of biomolecular mixtures.

Authors:  S C Henderson; S J Valentine; A E Counterman; D E Clemmer
Journal:  Anal Chem       Date:  1999-01-15       Impact factor: 6.986

6.  Gas-phase separations of protease digests.

Authors:  S J Valentine; A E Counterman; C S Hoaglund; J P Reilly; D E Clemmer
Journal:  J Am Soc Mass Spectrom       Date:  1998-11       Impact factor: 3.109

7.  Combined Ion Mobility/Time-of-Flight Mass Spectrometry Study of Electrospray-Generated Ions.

Authors:  R Guevremont; K W Siu; J Wang; L Ding
Journal:  Anal Chem       Date:  1997-10-01       Impact factor: 6.986

8.  Effects of traveling wave ion mobility separation on data independent acquisition in proteomics studies.

Authors:  Pavel V Shliaha; Nicholas J Bond; Laurent Gatto; Kathryn S Lilley
Journal:  J Proteome Res       Date:  2013-05-02       Impact factor: 4.466

9.  Panorama Public: A Public Repository for Quantitative Data Sets Processed in Skyline.

Authors:  Vagisha Sharma; Josh Eckels; Birgit Schilling; Christina Ludwig; Jacob D Jaffe; Michael J MacCoss; Brendan MacLean
Journal:  Mol Cell Proteomics       Date:  2018-02-27       Impact factor: 5.911

10.  Increasing Confidence of LC-MS Identifications by Utilizing Ion Mobility Spectrometry.

Authors:  Kevin L Crowell; Erin S Baker; Samuel H Payne; Yehia M Ibrahim; Matthew E Monroe; Gordon W Slysz; Brian L LaMarche; Vladislav A Petyuk; Paul D Piehowski; William F Danielson; Gordon A Anderson; Richard D Smith
Journal:  Int J Mass Spectrom       Date:  2013-11-15       Impact factor: 1.986

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  16 in total

1.  Improving the Speed and Selectivity of Newborn Screening Using Ion Mobility Spectrometry-Mass Spectrometry.

Authors:  James N Dodds; Erin S Baker
Journal:  Anal Chem       Date:  2021-12-01       Impact factor: 6.986

2.  Analysis of per- and polyfluoroalkyl substances in Houston Ship Channel and Galveston Bay following a large-scale industrial fire using ion-mobility-spectrometry-mass spectrometry.

Authors:  Alan Valdiviezo; Noor A Aly; Yu-Syuan Luo; Alexandra Cordova; Gaston Casillas; MaKayla Foster; Erin S Baker; Ivan Rusyn
Journal:  J Environ Sci (China)       Date:  2021-08-22       Impact factor: 5.565

Review 3.  Utilizing Skyline to analyze lipidomics data containing liquid chromatography, ion mobility spectrometry and mass spectrometry dimensions.

Authors:  Kaylie I Kirkwood; Brian S Pratt; Nicholas Shulman; Kaipo Tamura; Michael J MacCoss; Brendan X MacLean; Erin S Baker
Journal:  Nat Protoc       Date:  2022-07-13       Impact factor: 17.021

4.  Combining Micropunch Histology and Multidimensional Lipidomic Measurements for In-Depth Tissue Mapping.

Authors:  Melanie T Odenkirk; Brian M Horman; James N Dodds; Heather B Patisaul; Erin S Baker
Journal:  ACS Meas Sci Au       Date:  2021-10-28

5.  Utilizing Pine Needles to Temporally and Spatially Profile Per- and Polyfluoroalkyl Substances (PFAS).

Authors:  Kaylie I Kirkwood; Jonathon Fleming; Helen Nguyen; David M Reif; Erin S Baker; Scott M Belcher
Journal:  Environ Sci Technol       Date:  2022-02-17       Impact factor: 11.357

6.  Ion Mobility Spectrometry and the Omics: Distinguishing Isomers, Molecular Classes and Contaminant Ions in Complex Samples.

Authors:  Kristin E Burnum-Johnson; Xueyun Zheng; James N Dodds; Jeremy Ash; Denis Fourches; Carrie D Nicora; Jason P Wendler; Thomas O Metz; Katrina M Waters; Janet K Jansson; Richard D Smith; Erin S Baker
Journal:  Trends Analyt Chem       Date:  2019-04-29       Impact factor: 12.296

7.  A Preprocessing Tool for Enhanced Ion Mobility-Mass Spectrometry-Based Omics Workflows.

Authors:  Aivett Bilbao; Bryson C Gibbons; Sarah M Stow; Jennifer E Kyle; Kent J Bloodsworth; Samuel H Payne; Richard D Smith; Yehia M Ibrahim; Erin S Baker; John C Fjeldsted
Journal:  J Proteome Res       Date:  2021-08-12       Impact factor: 4.466

8.  GlycoHunter: An Open-Source Software for the Detection and Relative Quantification of INLIGHT-Labeled N-Linked Glycans.

Authors:  Jaclyn Gowen Kalmar; Kenneth P Garrard; David C Muddiman
Journal:  J Proteome Res       Date:  2021-01-08       Impact factor: 4.466

9.  Development and Application of Multidimensional Lipid Libraries to Investigate Lipidomic Dysregulation Related to Smoke Inhalation Injury Severity.

Authors:  Kaylie I Kirkwood; Michael W Christopher; Jefferey L Burgess; Sally R Littau; Kevin Foster; Karen Richey; Brian S Pratt; Nicholas Shulman; Kaipo Tamura; Michael J MacCoss; Brendan X MacLean; Erin S Baker
Journal:  J Proteome Res       Date:  2021-12-07       Impact factor: 4.466

10.  Utilizing liquid chromatography, ion mobility spectrometry, and mass spectrometry to assess INLIGHT™ derivatized N-linked glycans in biological samples.

Authors:  Karen E Butler; Jaclyn Gowen Kalmar; David C Muddiman; Erin S Baker
Journal:  Anal Bioanal Chem       Date:  2021-08-04       Impact factor: 4.142

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