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Zhu Y, Odenkirk MT, Qiao P, Zhang T, Schrecke S, Zhou M, Marty MT, Baker ES, Laganowsky A. Combining native mass spectrometry and lipidomics to uncover specific membrane protein-lipid interactions from natural lipid sources. Chem Sci 2023; 14:8570-8582. [PMID: 37593000 PMCID: PMC10430552 DOI: 10.1039/d3sc01482g] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Accepted: 07/19/2023] [Indexed: 08/19/2023] Open
Abstract
While it is known that lipids play an essential role in regulating membrane protein structure and function, it remains challenging to identify specific protein-lipid interactions. Here, we present an innovative approach that combines native mass spectrometry (MS) and lipidomics to identify lipids retained by membrane proteins from natural lipid extracts. Our results reveal that the bacterial ammonia channel (AmtB) enriches specific cardiolipin (CDL) and phosphatidylethanolamine (PE) from natural headgroup extracts. When the two extracts are mixed, AmtB retains more species, wherein selectivity is tuned to bias headgroup selection. Using a series of natural headgroup extracts, we show TRAAK, a two-pore domain K+ channel (K2P), retains specific acyl chains that is independent of the headgroup. A brain polar lipid extract was then combined with the K2Ps, TRAAK and TREK2, to understand lipid specificity. More than a hundred lipids demonstrated affinity for each protein, and both channels were found to retain specific fatty acids and lysophospholipids known to stimulate channel activity, even after several column washes. Natural lipid extracts provide the unique opportunity to not only present natural lipid diversity to purified membrane proteins but also identify lipids that may be important for membrane protein structure and function.
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Affiliation(s)
- Yun Zhu
- Department of Chemistry, Texas A&M University College Station TX 77843 USA
| | - Melanie T Odenkirk
- Department of Chemistry, North Carolina State University Raleigh NC 27695 USA
| | - Pei Qiao
- Department of Chemistry, Texas A&M University College Station TX 77843 USA
| | - Tianqi Zhang
- Department of Chemistry, Texas A&M University College Station TX 77843 USA
| | - Samantha Schrecke
- Department of Chemistry, Texas A&M University College Station TX 77843 USA
| | - Ming Zhou
- Verna and Marrs McLean Department of Biochemistry and Molecular Pharmacology, Baylor College of Medicine Houston TX 77030 USA
| | - Michael T Marty
- Department of Chemistry and Biochemistry, The University of Arizona Tucson AZ 85721 USA
| | - Erin S Baker
- Department of Chemistry, University of North Carolina Chapel Hill NC 27514 USA
| | - Arthur Laganowsky
- Department of Chemistry, Texas A&M University College Station TX 77843 USA
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2
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Miller SA, Fouque KJD, Ridgeway ME, Park MA, Fernandez-Lima F. Trapped Ion Mobility Spectrometry, Ultraviolet Photodissociation, and Time-of-Flight Mass Spectrometry for Gas-Phase Peptide Isobars/Isomers/Conformers Discrimination. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2022; 33:1267-1275. [PMID: 35658468 PMCID: PMC9262853 DOI: 10.1021/jasms.2c00091] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/08/2023]
Abstract
Trapped ion mobility spectrometry (TIMS) when coupled with mass spectrometry (MS) offers great advantages for the separation of isobaric, isomeric, and/or conformeric species. In the present work, we report the advantages of coupling TIMS with a low-cost, ultraviolet photodissociation (UVPD) linear ion trap operated at few mbars prior to time-of-flight (ToF) MS analysis for the effective characterization of isobaric, isomeric, and/or conformeric species based on mobility-selected fragmentation patterns. These three traditional challenges to MS-based separations are illustrated for the case of biologically relevant model systems: H3.1 histone tail PTM isobars (K4Me3/K18Ac), lanthipeptide regioisomers (overlapping/nonoverlapping ring patterns), and a model peptide conformer (angiotensin I). The sequential nature of the TIMS operation allows for effective synchronization with the ToF MS scans, in addition to parallel operation between the TIMS and the UVPD trap. Inspection of the mobility-selected UVPD MS spectra showed that for all three cases considered, unique fragmentation patterns (fingerprints) were observed per mobility band. Different from other IMS-UVPD implementations, the higher resolution of the TIMS device allowed for high mobility resolving power (R > 100) and effective mobility separation. The mobility selected UVPD MS provided high sequence coverage (>85%) with a fragmentation efficiency up to ∼40%.
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Affiliation(s)
- Samuel A. Miller
- Department of Chemistry and Biochemistry, Florida International University, Miami, FL 33199, United States
| | - Kevin Jeanne Dit Fouque
- Department of Chemistry and Biochemistry, Florida International University, Miami, FL 33199, United States
- Biomolecular Sciences Institute, Florida International University, Miami, FL 33199, United States
| | | | - Melvin A. Park
- Bruker Daltonics Inc., Billerica, MA 01821, United States
| | - Francisco Fernandez-Lima
- Department of Chemistry and Biochemistry, Florida International University, Miami, FL 33199, United States
- Biomolecular Sciences Institute, Florida International University, Miami, FL 33199, United States
- Corresponding Author: Francisco Fernandez-Lima,
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3
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Odenkirk M, Horman BM, Dodds JN, Patisaul HB, Baker ES. Combining Micropunch Histology and Multidimensional Lipidomic Measurements for In-Depth Tissue Mapping. ACS MEASUREMENT SCIENCE AU 2022; 2:67-75. [PMID: 35647605 PMCID: PMC9139744 DOI: 10.1021/acsmeasuresciau.1c00035] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
While decades of technical and analytical advancements have been utilized to discover novel lipid species, increase speciation, and evaluate localized lipid dysregulation at subtissue, cellular, and subcellular levels, many challenges still exist. One limitation is that the acquisition of both in-depth spatial information and comprehensive lipid speciation is extremely difficult, especially when biological material is limited or lipids are at low abundance. In neuroscience, for example, it is often desired to focus on only one brain region or subregion, which can be well under a square millimeter for rodents. Herein, we evaluate a micropunch histology method where cortical brain tissue at 2.0, 1.25, 1.0, 0.75, 0.5, and 0.25 mm diameter sizes and 1 mm depth was collected and analyzed with multidimensional liquid chromatography, ion mobility spectrometry, collision induced dissociation, and mass spectrometry (LC-IMS-CID-MS) measurements. Lipid extraction was optimized for the small sample sizes, and assessment of lipidome coverage for the 2.0 to 0.25 mm diameter sizes showed a decline from 304 to 198 lipid identifications as validated by all 4 analysis dimensions (~35% loss in coverage for ~88% less tissue). While losses were observed, the ~200 lipids and estimated 4630 neurons contained within the 0.25 punch still provided in-depth characterization of the small tissue region. Furthermore, while localization routinely achieved by mass spectrometry imaging (MSI) and single cell analyses is greater, this diameter is sufficiently small to isolate subcortical, hypothalamic, and other brain regions in adult rats, thereby increasing the coverage of lipids within relevant spatial windows without sacrificing speciation. Therefore, micropunch histology enables in-depth, region-specific lipid evaluations, an approach that will prove beneficial to a variety of lipidomic applications.
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Affiliation(s)
- Melanie
T. Odenkirk
- Department
of Chemistry, North Carolina State University, Raleigh, North Carolina 27695, United States
| | - Brian M. Horman
- Department
of Biological Sciences, North Carolina State
University, Raleigh, North Carolina 27695, United States
| | - James N. Dodds
- Department
of Chemistry, North Carolina State University, Raleigh, North Carolina 27695, United States
| | - Heather B. Patisaul
- Department
of Biological Sciences, North Carolina State
University, Raleigh, North Carolina 27695, United States
- Center
for Human Health and the Environment, North
Carolina State University, Raleigh, North Carolina 27695, United States
| | - Erin S. Baker
- Department
of Chemistry, North Carolina State University, Raleigh, North Carolina 27695, United States
- Comparative
Medicine Institute, North Carolina State
University, Raleigh, North Carolina 27695, United States
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4
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Kirkwood KI, Christopher MW, Burgess JL, Littau SR, Foster K, Richey K, Pratt BS, Shulman N, Tamura K, MacCoss MJ, MacLean BX, Baker ES. Development and Application of Multidimensional Lipid Libraries to Investigate Lipidomic Dysregulation Related to Smoke Inhalation Injury Severity. J Proteome Res 2021; 21:232-242. [PMID: 34874736 DOI: 10.1021/acs.jproteome.1c00820] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The implication of lipid dysregulation in diseases, toxic exposure outcomes, and inflammation has brought great interest to lipidomic studies. However, lipids have proven to be analytically challenging due to their highly isomeric nature and vast concentration ranges in biological matrices. Therefore, multidimensional techniques such as those integrating liquid chromatography, ion mobility spectrometry, collision-induced dissociation, and mass spectrometry (LC-IMS-CID-MS) have been implemented to separate lipid isomers as well as provide structural information and increased identification confidence. These data sets are however extremely large and complex, resulting in challenges for data processing and annotation. Here, we have overcome these challenges by developing sample-specific multidimensional lipid libraries using the freely available software Skyline. Specifically, the human plasma library developed for this work contains over 500 unique lipids and is combined with adapted Skyline functions such as indexed retention time (iRT) for retention time prediction and IMS drift time filtering for enhanced selectivity. For comparison with other studies, this database was used to annotate LC-IMS-CID-MS data from a NIST SRM 1950 extract. The same workflow was then utilized to assess plasma and bronchoalveolar lavage fluid (BALF) samples from patients with varying degrees of smoke inhalation injury to identify lipid-based patient prognostic and diagnostic markers.
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Affiliation(s)
- Kaylie I Kirkwood
- Department of Chemistry, North Carolina State University, Raleigh, North Carolina 27695, United States
| | - Michael W Christopher
- Department of Chemistry, North Carolina State University, Raleigh, North Carolina 27695, United States
| | - Jefferey L Burgess
- Mel and Enid Zuckerman College of Public Health, University of Arizona, Tucson, Arizona 85721, United States
| | - Sally R Littau
- Mel and Enid Zuckerman College of Public Health, University of Arizona, Tucson, Arizona 85721, United States
| | - Kevin Foster
- Department of Genome Sciences, University of Washington, Seattle, Washington 98195, United States
| | - Karen Richey
- Department of Genome Sciences, University of Washington, Seattle, Washington 98195, United States
| | - Brian S Pratt
- Arizona Burn Center, Valleywise Health, Phoenix, Arizona 85008, United States
| | - Nicholas Shulman
- Arizona Burn Center, Valleywise Health, Phoenix, Arizona 85008, United States
| | - Kaipo Tamura
- Arizona Burn Center, Valleywise Health, Phoenix, Arizona 85008, United States
| | - Michael J MacCoss
- Arizona Burn Center, Valleywise Health, Phoenix, Arizona 85008, United States
| | - Brendan X MacLean
- Arizona Burn Center, Valleywise Health, Phoenix, Arizona 85008, United States
| | - Erin S Baker
- Department of Chemistry, North Carolina State University, Raleigh, North Carolina 27695, United States.,Comparative Medicine Institute, North Carolina State University, Raleigh, North Carolina 27695, United States
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5
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Jiao Y, Hong J, Chen Y, Zhang Y, Guo Z, Han Z, He W. A novel binuclear Pd(ii) complex displaying synergic peptide cleavage behaviour. Dalton Trans 2020; 49:3164-3173. [PMID: 32095803 DOI: 10.1039/d0dt00130a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Mononuclear Pd(ii) complexes with two leaving groups are able to promote His-, Cys- and Met-orientated peptide hydrolysis, and exploring the peptide cleavage behavior of a novel Pd(ii) complex may provide "Omics" studies a promising artificial protease. In this study, a novel binuclear Pd(ii) complex [Pd2(μ-O-L-H)(μ-Cl)](ClO4)2 (L = 2,6-bis(N-2'-aminoethylaminomethyl)-p-cresol) was constructed to promote peptide hydrolysis. Although each Pd(ii) center has only one leaving group (Cl) in this complex, electrophoresis and LC-MS-MS determination discloses that this complex enables myoglobin cleavage on the second upstream peptide bond from His and Met. A study on peptide cleavage also confirms the His- and Met-orientated peptide hydrolysis, yet no Cys-orientated hydrolysis was observed, although the cysteine-induced peptide/complex binding is distinct. Cysteine in the peptide even prevents the complex from promoting His-orientated hydrolysis, whereas the oxidized cysteine residue recovers the His-orientated hydrolysis. This peptide cleavage behavior is quite different from the simultaneous His-, Cys-, and Met-orientated hydrolysis promoted by the mononuclear Pd(ii) complexes. A theoretical study suggests that the two Pd(ii) centers of this complex might promote His- and Met-orientated hydrolysis in a synergic manner: one Pd(ii) center binds selectively on peptides or proteins and the other coordinates with the amide bond and water favoring nucleophilic attack on the peptide bond. The thiol group of cysteine is inclined to bridge the two Pd(ii) centers to form a "closed" sulphur-bridged structure, disfavoring the Cys-orientated hydrolysis. This study not only demonstrates the peptide cleavage behavior of this binuclear Pd(ii) complex, but also provides a polynuclear strategy to regulate the peptide cleavage behavior of Pd(ii) complexes.
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Affiliation(s)
- Yang Jiao
- State Key Laboratory of Coordination Chemistry, School of Chemistry and Chemical Engineering, Nanjing University, Nanjing 210023, China.
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Baker ES, Burnum-Johnson KE, Ibrahim YM, Orton DJ, Monroe ME, Kelly RT, Moore RJ, Zhang X, Théberge R, Costello CE, Smith RD. Enhancing bottom-up and top-down proteomic measurements with ion mobility separations. Proteomics 2015; 15:2766-76. [PMID: 26046661 DOI: 10.1002/pmic.201500048] [Citation(s) in RCA: 50] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2015] [Revised: 04/06/2015] [Accepted: 06/02/2015] [Indexed: 11/06/2022]
Abstract
Proteomic measurements with greater throughput, sensitivity, and structural information are essential for improving both in-depth characterization of complex mixtures and targeted studies. While LC separation coupled with MS (LC-MS) measurements have provided information on thousands of proteins in different sample types, the introduction of a separation stage that provides further component resolution and rapid structural information has many benefits in proteomic analyses. Technical advances in ion transmission and data acquisition have made ion mobility separations an opportune technology to be easily and effectively incorporated into LC-MS proteomic measurements for enhancing their information content. Herein, we report on applications illustrating increased sensitivity, throughput, and structural information by utilizing IMS-MS and LC-IMS-MS measurements for both bottom-up and top-down proteomics measurements.
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Affiliation(s)
- Erin Shammel Baker
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA, USA
| | | | - Yehia M Ibrahim
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA, USA
| | - Daniel J Orton
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA, USA
| | - Matthew E Monroe
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA, USA
| | - Ryan T Kelly
- Environmental Molecular Sciences Laboratory, Pacific Northwest National Laboratory, Richland, WA, USA
| | - Ronald J Moore
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA, USA
| | - Xing Zhang
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA, USA
| | - Roger Théberge
- Center for Biomedical Mass Spectrometry, Boston University School of Medicine, Boston, MA, USA
| | - Catherine E Costello
- Center for Biomedical Mass Spectrometry, Boston University School of Medicine, Boston, MA, USA
| | - Richard D Smith
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA, USA
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7
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Hernandez DR, DeBord JD, Ridgeway ME, Kaplan DA, Park MA, Fernandez-Lima F. Ion dynamics in a trapped ion mobility spectrometer. Analyst 2014; 139:1913-21. [PMID: 24571000 PMCID: PMC4144823 DOI: 10.1039/c3an02174b] [Citation(s) in RCA: 187] [Impact Index Per Article: 18.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
In the present paper, theoretical simulations and experimental observations are used to describe the ion dynamics in a trapped ion mobility spectrometer. In particular, the ion motion, ion transmission and mobility separation are discussed as a function of the bath gas velocity, radial confinement, analysis time and speed. Mobility analysis and calibration procedure are reported for the case of sphere-like molecules for positive and negative ion modes. Results showed that a maximal mobility resolution can be achieved by optimizing the gas velocity, radial confinement (RF amplitude) and ramp speed (voltage range and ramp time). The mobility resolution scales with the electric field and gas velocity and R = 100-250 can be routinely obtained at room temperature.
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Affiliation(s)
- Diana Rosa Hernandez
- Department of Chemistry and Biochemistry, Florida International University, Miami, USA. ; Fax: +1 305 348 3772; Tel: +1 305 348 2037
| | - John Daniel DeBord
- Department of Chemistry and Biochemistry, Florida International University, Miami, USA. ; Fax: +1 305 348 3772; Tel: +1 305 348 2037
| | | | | | - Melvin A. Park
- Bruker Daltonics, Inc., Billerica, Massachusetts 01821, USA
| | - Francisco Fernandez-Lima
- Department of Chemistry and Biochemistry, Florida International University, Miami, USA. ; Fax: +1 305 348 3772; Tel: +1 305 348 2037
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8
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Koyasu K, Ohtaki T, Hori N, Misaizu F. Isomer-resolved dissociation of small carbon cluster cations, C7+–C10+. Chem Phys Lett 2012. [DOI: 10.1016/j.cplett.2011.12.032] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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9
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Castro-Perez J, Roddy TP, Nibbering NMM, Shah V, McLaren DG, Previs S, Attygalle AB, Herath K, Chen Z, Wang SP, Mitnaul L, Hubbard BK, Vreeken RJ, Johns DG, Hankemeier T. Localization of fatty acyl and double bond positions in phosphatidylcholines using a dual stage CID fragmentation coupled with ion mobility mass spectrometry. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2011; 22:1552-67. [PMID: 21953258 PMCID: PMC3158848 DOI: 10.1007/s13361-011-0172-2] [Citation(s) in RCA: 66] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/13/2011] [Revised: 05/15/2011] [Accepted: 05/17/2011] [Indexed: 05/03/2023]
Abstract
A high content molecular fragmentation for the analysis of phosphatidylcholines (PC) was achieved utilizing a two-stage [trap (first generation fragmentation) and transfer (second generation fragmentation)] collision-induced dissociation (CID) in combination with travelling-wave ion mobility spectrometry (TWIMS). The novel aspects of this work reside in the fact that a TWIMS arrangement was used to obtain a high level structural information including location of fatty acyl substituents and double bonds for PCs in plasma, and the presence of alkali metal adduct ions such as [M + Li](+) was not required to obtain double bond positions. Elemental compositions for fragment ions were confirmed by accurate mass measurements. A very specific first generation fragment ion m/z 577 (M-phosphoryl choline) from the PC [16:0/18:1 (9Z)] was produced, which by further CID generated acylium ions containing either the fatty acyl 16:0 (C(15)H(31)CO(+), m/z 239) or 18:1 (9Z) (C(17)H(33)CO(+), m/z 265) substituent. Subsequent water loss from these acylium ions was key in producing hydrocarbon fragment ions mainly from the α-proximal position of the carbonyl group such as the hydrocarbon ion m/z 67 (+H(2)C-HC = CH-CH = CH(2)). Formation of these ions was of important significance for determining double bonds in the fatty acyl chains. In addition to this, and with the aid of (13)C labeled lyso-phosphatidylcholine (LPC) 18:1 (9Z) in the ω-position (methyl) TAP fragmentation produced the ion at m/z 57. And was proven to be derived from the α-proximal (carboxylate) or distant ω-position (methyl) in the LPC.
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Affiliation(s)
- Jose Castro-Perez
- Department of Atherosclerosis Exploratory Biomarkers, Merck Research Laboratories, 126 E. Lincoln Ave, 80Y-2D7, Rahway, NJ 07065, USA.
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10
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Ibrahim YM, Prior DC, Baker ES, Smith RD, Belov ME. Characterization of an Ion Mobility-Multiplexed Collision Induced Dissociation-Tandem Time-of-Flight Mass Spectrometry Approach. INTERNATIONAL JOURNAL OF MASS SPECTROMETRY 2010; 293:34-44. [PMID: 20596241 PMCID: PMC2892912 DOI: 10.1016/j.ijms.2010.03.009] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
The confidence in peptide (and protein) identifications with ion mobility spectrometry time-of-flight mass spectrometry (IMS-TOFMS) is expected to drastically improve with the addition of information from an efficient ion dissociation step prior to MS detection. High throughput IMS-TOFMS analysis imposes a strong need for multiplexed ion dissociation approaches where multiple precursor ions yield complex sets of fragment ions that are often intermingled with each other in both the drift time and m/z domains. We have developed and evaluated an approach for collision-induced dissociation (CID) using IMS-TOFMS instrument. It has been shown that precursor ions activated inside an rf-device with an axial dc-electric field produce abundant fragment ions which are radially confined with the rf-field and collisionally cooled at an elevated pressure, resulting in high CID efficiencies comparable or higher than those measured in triple-quadrupole instruments. We have also developed an algorithm for deconvoluting these complex multiplexed tandem MS spectra by clustering both the precursor and fragment ions into matching drift time profiles and by utilizing the high mass measurement accuracy achievable with TOFMS. In a single IMS separation from direct infusion of tryptic digest of bovine serum albumin (BSA), we have reliably identified 20 unique peptides using a multiplexed CID approach downstream of the IMS separation. Peptides were identified based upon the correlation between the precursor and fragment drift time profiles and by matching the profile representative masses to those of in silico BSA tryptic peptides and their fragments. The false discovery rate (FDR) of peptide identifications from multiplexed MS/MS spectra was less than 1%.
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Affiliation(s)
- Yehia M Ibrahim
- Biological Sciences Division, Pacific Northwest National Laboratory, P.O Box 999, Richland, WA 99352
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11
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Fernandez-Lima FA, Wei H, Gao YQ, Russell DH. On the Structure Elucidation Using Ion Mobility Spectrometry and Molecular Dynamics. J Phys Chem A 2009; 113:8221-34. [DOI: 10.1021/jp811150q] [Citation(s) in RCA: 49] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Affiliation(s)
| | - H. Wei
- Department of Chemistry, Texas A&M University, College Station, Texas, 77843
| | - Y. Q. Gao
- Department of Chemistry, Texas A&M University, College Station, Texas, 77843
| | - D. H. Russell
- Department of Chemistry, Texas A&M University, College Station, Texas, 77843
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