1
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Burton JB, Silva-Barbosa A, Bons J, Rose J, Pfister K, Simona F, Gandhi T, Reiter L, Bernhardt O, Hunter CL, Goetzman ES, Sims-Lucas S, Schilling B. Substantial downregulation of mitochondrial and peroxisomal proteins during acute kidney injury revealed by data-independent acquisition proteomics. Proteomics 2024; 24:e2300162. [PMID: 37775337 DOI: 10.1002/pmic.202300162] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2023] [Revised: 08/17/2023] [Accepted: 08/22/2023] [Indexed: 10/01/2023]
Abstract
Acute kidney injury (AKI) manifests as a major health concern, particularly for the elderly. Understanding AKI-related proteome changes is critical for prevention and development of novel therapeutics to recover kidney function and to mitigate the susceptibility for recurrent AKI or development of chronic kidney disease. In this study, mouse kidneys were subjected to ischemia-reperfusion injury, and the contralateral kidneys remained uninjured to enable comparison and assess injury-induced changes in the kidney proteome. A ZenoTOF 7600 mass spectrometer was optimized for data-independent acquisition (DIA) to achieve comprehensive protein identification and quantification. Short microflow gradients and the generation of a deep kidney-specific spectral library allowed for high-throughput, comprehensive protein quantification. Upon AKI, the kidney proteome was completely remodeled, and over half of the 3945 quantified protein groups changed significantly. Downregulated proteins in the injured kidney were involved in energy production, including numerous peroxisomal matrix proteins that function in fatty acid oxidation, such as ACOX1, CAT, EHHADH, ACOT4, ACOT8, and Scp2. Injured kidneys exhibited severely damaged tissues and injury markers. The comprehensive and sensitive kidney-specific DIA-MS assays feature high-throughput analytical capabilities to achieve deep coverage of the kidney proteome, and will serve as useful tools for developing novel therapeutics to remediate kidney function.
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Affiliation(s)
- Jordan B Burton
- Buck Institute for Research on Aging, Novato, California, USA
| | - Anne Silva-Barbosa
- Department of Pediatrics, School of Medicine, Medical Center Children's Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Joanna Bons
- Buck Institute for Research on Aging, Novato, California, USA
| | - Jacob Rose
- Buck Institute for Research on Aging, Novato, California, USA
| | - Katherine Pfister
- Department of Pediatrics, School of Medicine, Medical Center Children's Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | | | | | | | | | | | - Eric S Goetzman
- Department of Pediatrics, School of Medicine, Medical Center Children's Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Sunder Sims-Lucas
- Department of Pediatrics, School of Medicine, Medical Center Children's Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
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2
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Bons J, Hunter CL, Chupalov R, Causon J, Antonoplis A, Rose J, MacLean B, Schilling B. Localization and Quantification of Post-Translational Modifications of Proteins Using Electron Activated Dissociation Fragmentation on a Fast-Acquisition Time-of-Flight Mass Spectrometer. J Am Soc Mass Spectrom 2023; 34:2199-2210. [PMID: 37694881 DOI: 10.1021/jasms.3c00144] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/12/2023]
Abstract
Protein post-translational modifications (PTMs) are crucial and dynamic players in a large variety of cellular processes and signaling. Proteomic technologies have emerged as the method of choice to profile PTMs. However, these analyses remain challenging due to potential low PTM stoichiometry, the presence of multiple PTMs per proteolytic peptide, PTM site localization of isobaric peptides, and neutral losses. Collision-induced dissociation (CID) is commonly used to characterize PTMs, but the application of collision energy can lead to neutral losses and incomplete peptide sequencing for labile PTM groups. In this study, we assessed the performance of an alternative fragmentation, electron activated dissociation (EAD), to characterize, site localize, and quantify peptides with labile modifications in comparison to CID, both operated on a recently introduced fast-scanning quadrupole-time-of-flight (QqTOF) mass spectrometer. We analyzed biologically relevant phosphorylated, succinylated, malonylated, and acetylated synthetic peptides using targeted parallel reaction monitoring (PRM or MRMHR) assays. We report that electron-based fragmentation preserves the malonyl group from neutral losses. The novel tunable EAD kinetic energy maintained labile modification integrity and provided better peptide sequence coverage with strong PTM-site localization fragment ions. Activation of a novel trap-and-release technology significantly improves the duty cycle and provided significant MS/MS sensitivity gains by an average of 6-11-fold for EAD analyses. Evaluation of the quantitative EAD PRM workflows revealed high reproducibility with coefficients of variation of ∼2-7%, as well as very good linearity and quantification accuracy. This novel workflow combining EAD and trap-and-release technology provides high sensitivity, alternative fragmentation information to achieve confident PTM characterization and quantification.
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Affiliation(s)
- Joanna Bons
- Buck Institute for Research on Aging, Novato, California 94947, United States
| | | | - Rita Chupalov
- Department of Genome Sciences, University of Washington, Seattle, Washington 98195, United States
| | | | | | - Jacob Rose
- Buck Institute for Research on Aging, Novato, California 94947, United States
| | - Brendan MacLean
- Department of Genome Sciences, University of Washington, Seattle, Washington 98195, United States
| | - Birgit Schilling
- Buck Institute for Research on Aging, Novato, California 94947, United States
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3
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Goodie JL, Hunter CL, Dobmeyer AC. Optimising and personalising behavioural healthcare in the US Department of Defense through Primary Care Behavioral Health. BMJ Mil Health 2023:military-2022-002312. [PMID: 37045539 DOI: 10.1136/military-2022-002312] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Accepted: 03/11/2023] [Indexed: 04/14/2023]
Abstract
Over the past 25 years, one way the US Department of Defense (DoD) has worked to optimise and personalise the delivery of behavioural healthcare is by integrating behavioural health providers into primary care settings. Using the Primary Care Behavioral Health (PCBH) model for integration allows behavioural health providers to see service members and their families for brief and targeted appointments. These appointments are focused on ensuring that the patient receives the care that is needed, while reducing the barriers (eg, delays in receiving care, negative stigma, isolated from other medical care) that are often associated with seeking behavioural healthcare. We review the primary components of the PCBH model, detail the history of how the DoD implemented the PCBH model, review the training methods used by the DoD and briefly describe some of the research that has been conducted by the DoD evaluating the PCBH model.
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Affiliation(s)
- Jeffrey L Goodie
- Family Medicine, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - C L Hunter
- Medical Affairs, Defense Health Agency, Arlington, Virginia, USA
| | - A C Dobmeyer
- Medical Affairs, Defense Health Agency, Arlington, Virginia, USA
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4
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Burton JB, Silva-Barbosa A, Bons J, Rose J, Pfister K, Simona F, Gandhi T, Reiter L, Bernhardt O, Hunter CL, Goetzman ES, Sims-Lucas S, Schilling B. Substantial Downregulation of Mitochondrial and Peroxisomal Proteins during Acute Kidney Injury revealed by Data-Independent Acquisition Proteomics. bioRxiv 2023:2023.02.26.530107. [PMID: 36865241 PMCID: PMC9980295 DOI: 10.1101/2023.02.26.530107] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/01/2023]
Abstract
Acute kidney injury (AKI) manifests as a major health concern, particularly for the elderly. Understanding AKI-related proteome changes is critical for prevention and development of novel therapeutics to recover kidney function and to mitigate the susceptibility for recurrent AKI or development of chronic kidney disease. In this study, mouse kidneys were subjected to ischemia-reperfusion injury, and the contralateral kidneys remained uninjured to enable comparison and assess injury-induced changes in the kidney proteome. A fast-acquisition rate ZenoTOF 7600 mass spectrometer was introduced for data-independent acquisition (DIA) for comprehensive protein identification and quantification. Short microflow gradients and the generation of a deep kidney-specific spectral library allowed for high-throughput, comprehensive protein quantification. Upon AKI, the kidney proteome was completely remodeled, and over half of the 3,945 quantified protein groups changed significantly. Downregulated proteins in the injured kidney were involved in energy production, including numerous peroxisomal matrix proteins that function in fatty acid oxidation, such as ACOX1, CAT, EHHADH, ACOT4, ACOT8, and Scp2. Injured mice exhibited severely declined health. The comprehensive and sensitive kidney-specific DIA assays highlighted here feature high-throughput analytical capabilities to achieve deep coverage of the kidney proteome and will serve as useful tools for developing novel therapeutics to remediate kidney function.
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5
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Fert-Bober J, Venkatraman V, Hunter CL, Liu R, Crowgey EL, Pandey R, Holewinski RJ, Stotland A, Berman BP, Van Eyk JE. Mapping Citrullinated Sites in Multiple Organs of Mice Using Hypercitrullinated Library. J Proteome Res 2019; 18:2270-2278. [PMID: 30990720 PMCID: PMC10363406 DOI: 10.1021/acs.jproteome.9b00118] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Protein citrullination (or deimination), an irreversible post-translational modification, has been implicated in several physiological and pathological processes, including gene expression regulation, apoptosis, rheumatoid arthritis, and Alzheimer's disease. Several research studies have been carried out on citrullination under many conditions. However, until now, challenges in sample preparation and data analysis have made it difficult to confidently identify a citrullinated protein and assign the citrullinated site. To overcome these limitations, we generated a mouse hyper-citrullinated spectral library and set up coordinates to confidently identify and validate citrullinated sites. Using this workflow, we detect a four-fold increase in citrullinated proteome coverage across six mouse organs compared with the current state-of-the art techniques. Our data reveal that the subcellular distribution of citrullinated proteins is tissue-type-dependent and that citrullinated targets are involved in fundamental physiological processes, including the metabolic process. These data represent the first report of a hyper-citrullinated library for the mouse and serve as a central resource for exploring the role of citrullination in this organism.
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Affiliation(s)
- Justyna Fert-Bober
- The Smidt Heart Institute, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California 90048, United States
| | - Vidya Venkatraman
- The Smidt Heart Institute, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California 90048, United States
| | | | - Ruining Liu
- The Smidt Heart Institute, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California 90048, United States
| | - Erin L. Crowgey
- Nemours Biomedical Research, Nemours - Alfred I. duPont Hospital for Children, Wilmington, Delaware 19803, United States
| | - Rakhi Pandey
- The Smidt Heart Institute, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California 90048, United States
| | - Ronald J. Holewinski
- The Smidt Heart Institute, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California 90048, United States
| | - Aleksandr Stotland
- The Smidt Heart Institute, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California 90048, United States
| | - Benjamin P. Berman
- Bioinformatics and Computational Biology Research Center, Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, California 90048, United States
| | - Jennifer E. Van Eyk
- The Smidt Heart Institute, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California 90048, United States
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6
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Fu Q, Kowalski MP, Mastali M, Parker SJ, Sobhani K, van den Broek I, Hunter CL, Van Eyk JE. Highly Reproducible Automated Proteomics Sample Preparation Workflow for Quantitative Mass Spectrometry. J Proteome Res 2017; 17:420-428. [PMID: 29083196 DOI: 10.1021/acs.jproteome.7b00623] [Citation(s) in RCA: 53] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Sample preparation for protein quantification by mass spectrometry requires multiple processing steps including denaturation, reduction, alkylation, protease digestion, and peptide cleanup. Scaling these procedures for the analysis of numerous complex biological samples can be tedious and time-consuming, as there are many liquid transfer steps and timed reactions where technical variations can be introduced and propagated. We established an automated sample preparation workflow with a total processing time for 96 samples of 5 h, including a 2 h incubation with trypsin. Peptide cleanup is accomplished by online diversion during the LC/MS/MS analysis. In a selected reaction monitoring (SRM) assay targeting 6 plasma biomarkers and spiked β-galactosidase, mean intraday and interday cyclic voltammograms (CVs) for 5 serum and 5 plasma samples over 5 days were <20%. In a highly multiplexed SRM assay targeting more than 70 proteins, 90% of the transitions from 6 plasma samples repeated on 3 separate days had total CVs below 20%. Similar results were obtained when the workflow was transferred to a second site: 93% of peptides had CVs below 20%. An automated trypsin digestion workflow yields uniformly processed samples in less than 5 h. Reproducible quantification of peptides was observed across replicates, days, instruments, and laboratory sites, demonstrating the broad applicability of this approach.
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Affiliation(s)
- Qin Fu
- Advanced Clinical Biosystems Institute, Heart Institute, Cedars Sinai Medical Center , Los Angeles, California 90048, United States
| | - Michael P Kowalski
- Beckman Coulter Life Sciences, Indianapolis, Indiana 46268, United States
| | - Mitra Mastali
- Advanced Clinical Biosystems Institute, Heart Institute, Cedars Sinai Medical Center , Los Angeles, California 90048, United States
| | - Sarah J Parker
- Advanced Clinical Biosystems Institute, Heart Institute, Cedars Sinai Medical Center , Los Angeles, California 90048, United States
| | - Kimia Sobhani
- Pathology and Laboratory Medicine, Cedars Sinai Medical Center , Los Angeles, California 90048, United States
| | - Irene van den Broek
- Advanced Clinical Biosystems Institute, Heart Institute, Cedars Sinai Medical Center , Los Angeles, California 90048, United States
| | | | - Jennifer E Van Eyk
- Advanced Clinical Biosystems Institute, Heart Institute, Cedars Sinai Medical Center , Los Angeles, California 90048, United States
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7
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Collins BC, Hunter CL, Liu Y, Schilling B, Rosenberger G, Bader SL, Chan DW, Gibson BW, Gingras AC, Held JM, Hirayama-Kurogi M, Hou G, Krisp C, Larsen B, Lin L, Liu S, Molloy MP, Moritz RL, Ohtsuki S, Schlapbach R, Selevsek N, Thomas SN, Tzeng SC, Zhang H, Aebersold R. Multi-laboratory assessment of reproducibility, qualitative and quantitative performance of SWATH-mass spectrometry. Nat Commun 2017; 8:291. [PMID: 28827567 PMCID: PMC5566333 DOI: 10.1038/s41467-017-00249-5] [Citation(s) in RCA: 338] [Impact Index Per Article: 48.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2017] [Accepted: 06/12/2017] [Indexed: 01/15/2023] Open
Abstract
Quantitative proteomics employing mass spectrometry is an indispensable tool in life science research. Targeted proteomics has emerged as a powerful approach for reproducible quantification but is limited in the number of proteins quantified. SWATH-mass spectrometry consists of data-independent acquisition and a targeted data analysis strategy that aims to maintain the favorable quantitative characteristics (accuracy, sensitivity, and selectivity) of targeted proteomics at large scale. While previous SWATH-mass spectrometry studies have shown high intra-lab reproducibility, this has not been evaluated between labs. In this multi-laboratory evaluation study including 11 sites worldwide, we demonstrate that using SWATH-mass spectrometry data acquisition we can consistently detect and reproducibly quantify >4000 proteins from HEK293 cells. Using synthetic peptide dilution series, we show that the sensitivity, dynamic range and reproducibility established with SWATH-mass spectrometry are uniformly achieved. This study demonstrates that the acquisition of reproducible quantitative proteomics data by multiple labs is achievable, and broadly serves to increase confidence in SWATH-mass spectrometry data acquisition as a reproducible method for large-scale protein quantification.SWATH-mass spectrometry consists of a data-independent acquisition and a targeted data analysis strategy that aims to maintain the favorable quantitative characteristics on the scale of thousands of proteins. Here, using data generated by eleven groups worldwide, the authors show that SWATH-MS is capable of generating highly reproducible data across different laboratories.
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Affiliation(s)
- Ben C Collins
- Department of Biology, Institute of Molecular Systems Biology, ETH Zurich, 8093, Zurich, Switzerland
| | | | - Yansheng Liu
- Department of Biology, Institute of Molecular Systems Biology, ETH Zurich, 8093, Zurich, Switzerland
| | - Birgit Schilling
- Buck Institute for Research on Aging, 8001 Redwood Boulevard, Novato, CA, 94945, USA
| | - George Rosenberger
- Department of Biology, Institute of Molecular Systems Biology, ETH Zurich, 8093, Zurich, Switzerland
- PhD. Program in Systems Biology, University of Zurich and ETH Zurich, Zurich, 8057, Switzerland
| | - Samuel L Bader
- Institute for Systems Biology, 401 Terry Avenue North, Seattle, WA, 98109, USA
| | - Daniel W Chan
- Department of Pathology, Clinical Chemistry Division, Johns Hopkins University School of Medicine, Baltimore, MD, 21231, USA
| | - Bradford W Gibson
- Buck Institute for Research on Aging, 8001 Redwood Boulevard, Novato, CA, 94945, USA
- Department of Pharmaceutical Chemistry, University of California, San Francisco, CA, 94143, USA
| | - Anne-Claude Gingras
- Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, M5G 1X5, Ontario, Canada
- Department of Molecular Genetics, University of Toronto, Toronto, M5S 1A8, Ontario, Canada
| | - Jason M Held
- Departments of Medicine and Anesthesiology, Washington University School of Medicine, 660 South Euclid Avenue, St. Louis, MO, 63110, USA
| | - Mio Hirayama-Kurogi
- Department of Pharmaceutical Microbiology, Faculty of Life Sciences, Kumamoto University, 5-1 Oe-honmachi, Chuo-ku, Kumamoto, 862-0973, Japan
| | - Guixue Hou
- Proteomics Division, BGI-Shenzhen, Shenzhen, 518083, China
| | - Christoph Krisp
- Department of Chemistry and Biomolecular Sciences, Australian Proteome Analysis Facility (APAF), Macquarie University, Sydney, 2109, Australia
| | - Brett Larsen
- Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, M5G 1X5, Ontario, Canada
| | - Liang Lin
- Proteomics Division, BGI-Shenzhen, Shenzhen, 518083, China
| | - Siqi Liu
- Proteomics Division, BGI-Shenzhen, Shenzhen, 518083, China
| | - Mark P Molloy
- Department of Chemistry and Biomolecular Sciences, Australian Proteome Analysis Facility (APAF), Macquarie University, Sydney, 2109, Australia
| | - Robert L Moritz
- Institute for Systems Biology, 401 Terry Avenue North, Seattle, WA, 98109, USA
| | - Sumio Ohtsuki
- Department of Pharmaceutical Microbiology, Faculty of Life Sciences, Kumamoto University, 5-1 Oe-honmachi, Chuo-ku, Kumamoto, 862-0973, Japan
| | - Ralph Schlapbach
- Functional Genomics Center Zurich, ETH Zurich/University of Zurich, Winterthurerstr. 190, 8057, Zurich, Switzerland
| | - Nathalie Selevsek
- Functional Genomics Center Zurich, ETH Zurich/University of Zurich, Winterthurerstr. 190, 8057, Zurich, Switzerland
| | - Stefani N Thomas
- Department of Pathology, Clinical Chemistry Division, Johns Hopkins University School of Medicine, Baltimore, MD, 21231, USA
| | - Shin-Cheng Tzeng
- Departments of Medicine and Anesthesiology, Washington University School of Medicine, 660 South Euclid Avenue, St. Louis, MO, 63110, USA
| | - Hui Zhang
- Department of Pathology, Clinical Chemistry Division, Johns Hopkins University School of Medicine, Baltimore, MD, 21231, USA
| | - Ruedi Aebersold
- Department of Biology, Institute of Molecular Systems Biology, ETH Zurich, 8093, Zurich, Switzerland.
- Faculty of Science, University of Zurich, Zurich, Switzerland.
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8
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Rosenberger G, Bludau I, Schmitt U, Heusel M, Hunter CL, Liu Y, MacCoss MJ, MacLean BX, Nesvizhskii AI, Pedrioli PGA, Reiter L, Röst HL, Tate S, Ting YS, Collins BC, Aebersold R. Statistical control of peptide and protein error rates in large-scale targeted data-independent acquisition analyses. Nat Methods 2017; 14:921-927. [PMID: 28825704 PMCID: PMC5581544 DOI: 10.1038/nmeth.4398] [Citation(s) in RCA: 139] [Impact Index Per Article: 19.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2016] [Accepted: 07/07/2017] [Indexed: 12/18/2022]
Abstract
Liquid chromatography coupled to tandem mass spectrometry is the main method for high-throughput identification and quantification of peptides and inferred proteins. Within this field, data-independent acquisition (DIA) combined with peptide-centric scoring, exemplified by SWATH-MS, emerged as a scalable method to achieve deep and consistent proteome coverage across large-scale datasets. Here we discuss the adaptation of statistical concepts developed for discovery proteomics based on spectrum-centric scoring to large-scale DIA experiments analyzed with peptide-centric scoring strategies and provide guidance on their application. We show that optimal tradeoffs between sensitivity and specificity require careful considerations of the relationship between proteins in the samples and proteins represented in the spectral library. We propose the application of a global analyte constraint to prevent accumulation of false positives across large-scale datasets. Furthermore, to increase the quality and reproducibility of published proteomic results, well-established confidence criteria should be reported for detected peptide queries, peptides and inferred proteins.
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Affiliation(s)
- George Rosenberger
- Department of Biology, Institute of Molecular Systems Biology, ETH Zurich, Zurich, Switzerland.,PhD Program in Systems Biology, University of Zurich and ETH Zurich, Zurich, Switzerland
| | - Isabell Bludau
- Department of Biology, Institute of Molecular Systems Biology, ETH Zurich, Zurich, Switzerland.,PhD Program in Systems Biology, University of Zurich and ETH Zurich, Zurich, Switzerland
| | - Uwe Schmitt
- ID Scientific IT Services, ETH Zurich, Zurich, Switzerland
| | - Moritz Heusel
- Department of Biology, Institute of Molecular Systems Biology, ETH Zurich, Zurich, Switzerland.,PhD program in Molecular and Translational Biomedicine, Competence Center Personalized Medicine (CC-PM), ETH Zurich and University of Zurich, Zurich, Switzerland
| | | | - Yansheng Liu
- Department of Biology, Institute of Molecular Systems Biology, ETH Zurich, Zurich, Switzerland
| | - Michael J MacCoss
- Department of Genome Sciences, University of Washington, Seattle, Washington, USA
| | - Brendan X MacLean
- Department of Genome Sciences, University of Washington, Seattle, Washington, USA
| | - Alexey I Nesvizhskii
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, Michigan, USA.,Department of Pathology, University of Michigan, Ann Arbor, Michigan, USA
| | - Patrick G A Pedrioli
- Department of Biology, Institute of Molecular Systems Biology, ETH Zurich, Zurich, Switzerland
| | | | - Hannes L Röst
- Department of Biology, Institute of Molecular Systems Biology, ETH Zurich, Zurich, Switzerland
| | | | - Ying S Ting
- Department of Genome Sciences, University of Washington, Seattle, Washington, USA
| | - Ben C Collins
- Department of Biology, Institute of Molecular Systems Biology, ETH Zurich, Zurich, Switzerland
| | - Ruedi Aebersold
- Department of Biology, Institute of Molecular Systems Biology, ETH Zurich, Zurich, Switzerland.,Faculty of Science, University of Zurich, Zurich, Switzerland
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9
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Schilling B, Gibson BW, Hunter CL. Generation of High-Quality SWATH ® Acquisition Data for Label-free Quantitative Proteomics Studies Using TripleTOF ® Mass Spectrometers. Methods Mol Biol 2017; 1550:223-233. [PMID: 28188533 PMCID: PMC5669615 DOI: 10.1007/978-1-4939-6747-6_16] [Citation(s) in RCA: 45] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/27/2023]
Abstract
Data-independent acquisition is a powerful mass spectrometry technique that enables comprehensive MS and MS/MS analysis of all detectable species, providing an information rich data file that can be mined deeply. Here, we describe how to acquire high-quality SWATH® Acquisition data to be used for large quantitative proteomic studies. We specifically focus on using variable sized Q1 windows for acquisition of MS/MS data for generating higher specificity quantitative data.
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Affiliation(s)
- Birgit Schilling
- The Buck Institute for Research on Aging, 1201 Radio Road, Redwood City, 94065, CA, USA
| | - Bradford W Gibson
- The Buck Institute for Research on Aging, 1201 Radio Road, Redwood City, 94065, CA, USA
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10
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Schilling B, MacLean B, Held JM, Sahu AK, Rardin MJ, Sorensen DJ, Peters T, Wolfe AJ, Hunter CL, MacCoss MJ, Gibson BW. Multiplexed, Scheduled, High-Resolution Parallel Reaction Monitoring on a Full Scan QqTOF Instrument with Integrated Data-Dependent and Targeted Mass Spectrometric Workflows. Anal Chem 2015; 87:10222-9. [PMID: 26398777 DOI: 10.1021/acs.analchem.5b02983] [Citation(s) in RCA: 78] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Recent advances in commercial mass spectrometers with higher resolving power and faster scanning capabilities have expanded their functionality beyond traditional data-dependent acquisition (DDA) to targeted proteomics with higher precision and multiplexing. Using an orthogonal quadrupole time-of flight (QqTOF) LC-MS system, we investigated the feasibility of implementing large-scale targeted quantitative assays using scheduled, high resolution multiple reaction monitoring (sMRM-HR), also referred to as parallel reaction monitoring (sPRM). We assessed the selectivity and reproducibility of PRM, also referred to as parallel reaction monitoring, by measuring standard peptide concentration curves and system suitability assays. By evaluating up to 500 peptides in a single assay, the robustness and accuracy of PRM assays were compared to traditional SRM workflows on triple quadrupole instruments. The high resolution and high mass accuracy of the full scan MS/MS spectra resulted in sufficient selectivity to monitor 6-10 MS/MS fragment ions per target precursor, providing flexibility in postacquisition assay refinement and optimization. The general applicability of the sPRM workflow was assessed in complex biological samples by first targeting 532 peptide precursor ions in a yeast lysate, and then 466 peptide precursors from a previously generated candidate list of differentially expressed proteins in whole cell lysates from E. coli. Lastly, we found that sPRM assays could be rapidly and efficiently developed in Skyline from DDA libraries when acquired on the same QqTOF platform, greatly facilitating their successful implementation. These results establish a robust sPRM workflow on a QqTOF platform to rapidly transition from discovery analysis to highly multiplexed, targeted peptide quantitation.
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Affiliation(s)
- Birgit Schilling
- Buck Institute for Research on Aging , 8001 Redwood Boulevard, Novato, California 94945, United States
| | - Brendan MacLean
- Department of Genome Sciences, University of Washington School of Medicine , Foege Building S113, 3720 15th Avenue NE, Seattle, Washington 98195, United States
| | - Jason M Held
- Departments of Medicine and Anesthesiology, Washington University School of Medicine , 660 South Euclid Avenue, St. Louis, Missouri 63110, United States
| | - Alexandria K Sahu
- Buck Institute for Research on Aging , 8001 Redwood Boulevard, Novato, California 94945, United States
| | - Matthew J Rardin
- Buck Institute for Research on Aging , 8001 Redwood Boulevard, Novato, California 94945, United States
| | - Dylan J Sorensen
- Buck Institute for Research on Aging , 8001 Redwood Boulevard, Novato, California 94945, United States
| | - Theodore Peters
- Buck Institute for Research on Aging , 8001 Redwood Boulevard, Novato, California 94945, United States
| | - Alan J Wolfe
- Department of Microbiology and Immunology, Stritch School of Medicine, Health Sciences Division, Loyola University Chicago , 2160 South First Avenue, Maywood, Illinois 60153, United States
| | - Christie L Hunter
- SCIEX, 1201 Radio Road, Redwood City, California 94065, United States
| | - Michael J MacCoss
- Department of Genome Sciences, University of Washington School of Medicine , Foege Building S113, 3720 15th Avenue NE, Seattle, Washington 98195, United States
| | - Bradford W Gibson
- Buck Institute for Research on Aging , 8001 Redwood Boulevard, Novato, California 94945, United States.,Department of Pharmaceutical Chemistry, University of California , San Francisco, California 94143, United States
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11
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Abstract
Metal ion binding to a previously reported variant of horse heart myoglobin (Lys45Glu/Lys63Glu) with a metal ion binding site on the surface of the protein that is adjacent to the haem binding site has been shown to influence ligand binding and electrochemical properties of the protein. For example, the K(d) (μM) for binding of azide to this variant decreases from 277 ± 9 to 32 ± 3 following addition of a saturating concentration of Mn(2+) (the value for the wild-type protein under the same conditions is 26 ± 1). Similarly, the midpoint reduction potential E(m) (mV vs. standard hydrogen electrode) increases from 9 to 40 in the presence of a saturating concentration of Mn(2+) (the value for the wild-type protein under the same conditions is 45 ± 2). These results demonstrate the potential value of engineered metal ion binding sites as a means of regulating the functional properties of even simple haem proteins.
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Williamson NA, Reilly C, Tan CT, Ramarathinam SH, Jones A, Hunter CL, Rooney FR, Purcell AW. A novel strategy for the targeted analysis of protein and peptide metabolites. Proteomics 2010; 11:183-92. [PMID: 21204246 DOI: 10.1002/pmic.201000474] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2010] [Revised: 10/12/2010] [Accepted: 10/14/2010] [Indexed: 11/12/2022]
Abstract
In many biological applications such as epitope discovery or drug metabolism studies, the detection of naturally processed exogenous proteins (e.g. vaccines or peptide therapeutics) and their metabolites is frequently complicated by the presence of a complex endogenous mixture of closely related or even identical compounds. We describe a method that incorporates stable isotope labelling of the protein of interest, allowing the selective screening of the intact molecule and all metabolites using a modified precursor ion scan. This method involves monitoring the low-molecular-weight fragment ions produced during MS/MS that distinguish isotopically labelled peptides from related endogenous compounds. All isotopically labelled peptides can be selected using this method. The technique makes no assumptions about the processed or post-translational state of the peptide, and hence can selectively screen out modified peptides that would otherwise be missed by single reaction monitoring approaches. This method does not replace single reaction monitoring or regular precursor scanning techniques; instead, it is a method that can be used when the assumptions required for the former two techniques cannot be predicted. The potential for this technique to be used in metabolism and pharmacokinetic experiments is discussed with specific examples looking at the metabolism of α-synuclein in serum and the brain.
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Affiliation(s)
- Nicholas A Williamson
- Department of Biochemistry and Molecular Biology, The Bio21 Molecular Science and Biotechnology Institute, The University of Melbourne, Parkville, Victoria, Australia.
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13
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Williamson BL, Purkayastha S, Hunter CL, Nuwaysir L, Hill J, Easterwood L, Hill J. Quantitative protein determination for CYP induction via LC-MS/MS. Proteomics 2010; 11:33-41. [DOI: 10.1002/pmic.201000456] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2010] [Revised: 09/14/2010] [Accepted: 09/20/2010] [Indexed: 11/10/2022]
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14
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Abdrakhmanova A, Schlichting R, Hunter CL, Glueckmann M, Lenz C, Echeverri CJ, Soennichsen B, Jung A, Weiss-Haljiti C. RNAi and iTRAQ reagents united: targeted quantitation of siRNA-mediated protein silencing in human cells. Anal Bioanal Chem 2009; 395:773-85. [PMID: 19711061 DOI: 10.1007/s00216-009-3028-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2009] [Revised: 07/21/2009] [Accepted: 07/24/2009] [Indexed: 10/20/2022]
Abstract
Bridging the gap between functional genomics and traditional molecular cell biology is a challenge of the next decade. Here, we are aiming to find routines for targeted quantitation of protein silencing in response to RNAi based on complex cellular lysates. A workflow was established adapting siRNA treatment, processing the sample, generating isobaric iTRAQ-reagent-labeled peptides, and analyzing the sample applying MRM-based peptide quantitation to verify protein silencing on a 4000 QTRAP LC/MS/MS mass spectrometer. Subsequently, eight targets were analyzed, mostly with two siRNA designs. Although transcript and protein silencing correlated, the downregulation on the protein level was less pronounced. A time-course analysis of the chaperon HSPA9/mortalin indicated a delayed kinetic of protein versus transcript silencing. Further, the analysis of the functional response on the example of HSD17B4, a multifunctional enzyme essential to generate precursors for cholesterol biosynthesis, confirmed that strong silencing on the transcript level accompanied by moderate reduction of protein is sufficient to generate a physiological significant response. Fifty percent protein silencing resulted in a 3.5-fold induction of low-density lipoprotein and therefore cholesterol uptake in human liver cells. The established routines pave the way for the development of targeted protein quantitation assays suitable for target and biomarker validation.
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Affiliation(s)
- A Abdrakhmanova
- Applied Biosystems, Life Technologies, Frankfurter Strasse 129B, 64293, Darmstadt, Germany
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15
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Yocum AK, Gratsch TE, Leff N, Strahler JR, Hunter CL, Walker AK, Michailidis G, Omenn GS, O'Shea KS, Andrews PC. Coupled global and targeted proteomics of human embryonic stem cells during induced differentiation. Mol Cell Proteomics 2008; 7:750-67. [PMID: 18304949 DOI: 10.1074/mcp.m700399-mcp200] [Citation(s) in RCA: 49] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Elucidating the complex combinations of growth factors and signaling molecules that maintain pluripotency or, alternatively, promote the controlled differentiation of human embryonic stem cells (hESCs) has important implications for the fundamental understanding of human development, devising cell replacement therapies, and cancer cell biology. hESCs are commonly grown on irradiated mouse embryonic fibroblasts (MEFs) or in conditioned medium from MEFs. These culture conditions interfere with many experimental conclusions and limit the ability to perform conclusive proteomics studies. The current investigation avoided the use of MEFs or MEF-conditioned medium for hESC culture, allowing global proteomics analysis without these confounding conditions, and elucidated neural cell-specific signaling pathways involved in noggin-induced hESC differentiation. Based on these analyses, we propose the following early markers of hESC neural differentiation: collapsin response mediator proteins 2 and 4 and the nuclear autoantigenic sperm protein as a marker of pluripotent hESCs. We then developed a directed mass spectrometry assay using multiple reaction monitoring (MRM) to identify and quantify these markers and in addition the epidermal ectoderm marker cytokeratin-8. Analysis of global proteomics, quantitative RT-PCR, and MRM data led to testing the isoform interference hypothesis where redundant peptides dilute quantification measurements of homologous proteins. These results show that targeted MRM analysis on non-redundant peptides provides more exact quantification of homologous proteins. This study describes the facile transition from discovery proteomics to targeted MRM analysis and allowed us to identify and verify several potential biomarkers for hESCs during noggin-induced neural and BMP4-induced epidermal ectoderm differentiation.
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Affiliation(s)
- Anastasia K Yocum
- Department of Biological Chemistry, University of Michigan, Ann Arbor, Michigan 48109, USA.
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Shilov IV, Seymour SL, Patel AA, Loboda A, Tang WH, Keating SP, Hunter CL, Nuwaysir LM, Schaeffer DA. The Paragon Algorithm, a Next Generation Search Engine That Uses Sequence Temperature Values and Feature Probabilities to Identify Peptides from Tandem Mass Spectra. Mol Cell Proteomics 2007; 6:1638-55. [PMID: 17533153 DOI: 10.1074/mcp.t600050-mcp200] [Citation(s) in RCA: 1052] [Impact Index Per Article: 61.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
The Paragon Algorithm, a novel database search engine for the identification of peptides from tandem mass spectrometry data, is presented. Sequence Temperature Values are computed using a sequence tag algorithm, allowing the degree of implication by an MS/MS spectrum of each region of a database to be determined on a continuum. Counter to conventional approaches, features such as modifications, substitutions, and cleavage events are modeled with probabilities rather than by discrete user-controlled settings to consider or not consider a feature. The use of feature probabilities in conjunction with Sequence Temperature Values allows for a very large increase in the effective search space with only a very small increase in the actual number of hypotheses that must be scored. The algorithm has a new kind of user interface that removes the user expertise requirement, presenting control settings in the language of the laboratory that are translated to optimal algorithmic settings. To validate this new algorithm, a comparison with Mascot is presented for a series of analogous searches to explore the relative impact of increasing search space probed with Mascot by relaxing the tryptic digestion conformance requirements from trypsin to semitrypsin to no enzyme and with the Paragon Algorithm using its Rapid mode and Thorough mode with and without tryptic specificity. Although they performed similarly for small search space, dramatic differences were observed in large search space. With the Paragon Algorithm, hundreds of biological and artifact modifications, all possible substitutions, and all levels of conformance to the expected digestion pattern can be searched in a single search step, yet the typical cost in search time is only 2-5 times that of conventional small search space. Despite this large increase in effective search space, there is no drastic loss of discrimination that typically accompanies the exploration of large search space.
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Affiliation(s)
- Ignat V Shilov
- Applied Biosystems/MDS Sciex, Foster City, CA 94404, USA
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17
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Jenkins RE, Kitteringham NR, Hunter CL, Webb S, Hunt TJ, Elsby R, Watson RB, Williams D, Pennington SR, Park BK. Relative and absolute quantitative expression profiling of cytochromes P450 using isotope-coded affinity tags. Proteomics 2006; 6:1934-47. [PMID: 16479536 DOI: 10.1002/pmic.200500432] [Citation(s) in RCA: 57] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
The development of a novel method for absolute quantification of proteins based on isotope-coded affinity tagging using ICAT reagents is described. The method exploits synthetic peptide standards to determine protein content at the femtomole level in biological samples. The approach is generally applicable to any subset of proteins, but is particularly appropriate for quantitative analysis of multiple, closely related isoforms, and for hydrophobic proteins that are poorly represented in 2-D gels. Relative and absolute quantification techniques are applied to an important group of microsomal metabolic enzymes, the cytochromes P450 (P450), which are critical in determining the disposition, safety and efficacy of drugs in man. Measurement of the P450 induction profile in response to chemicals is a fundamental aspect of drug safety evaluation and is currently achieved by low-throughput methods employing poorly discriminatory antibodies or substrates. Tagging technology is shown to supersede conventional methods for P450 profiling in terms of discriminatory power and throughput, exemplified by the simultaneous detection of distinct induction profiles for cyp2c subfamily members in response to phenobarbitone: cyp2c29 expression, but not cyp2c40 or cyp2c50, was induced threefold by treatment. This technology should abbreviate the drug development pathway, and provide a widely applicable, rapid means of quantifying proteins.
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18
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Abstract
Quantitative LC-MS/MS assays were designed for tryptic peptides representing 53 high and medium abundance proteins in human plasma using a multiplexed multiple reaction monitoring (MRM) approach. Of these, 47 produced acceptable quantitative data, demonstrating within-run coefficients of variation (CVs) (n = 10) of 2-22% (78% of assays had CV <10%). A number of peptides gave CVs in the range 2-7% in five experiments (10 replicate runs each) continuously measuring 137 MRMs, demonstrating the precision achievable in complex digests. Depletion of six high abundance proteins by immunosubtraction significantly improved CVs compared with whole plasma, but analytes could be detected in both sample types. Replicate digest and depletion/digest runs yielded correlation coefficients (R(2)) of 0.995 and 0.989, respectively. Absolute analyte specificity for each peptide was demonstrated using MRM-triggered MS/MS scans. Reliable detection of L-selectin (measured at 0.67 microg/ml) indicates that proteins down to the microg/ml level can be quantitated in plasma with minimal sample preparation, yielding a dynamic range of 4.5 orders of magnitude in a single experiment. Peptide MRM measurements in plasma digests thus provide a rapid and specific assay platform for biomarker validation, one that can be extended to lower abundance proteins by enrichment of specific target peptides (stable isotope standards and capture by anti-peptide antibodies (SISCAPA)).
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Affiliation(s)
- Leigh Anderson
- The Plasma Proteome Institute, Washington, DC 20009-3450, USA.
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20
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Abstract
The covalent modification of water-insoluble membrane polypeptides incorporated into lipid bilayers by native chemical ligation is described. The key feature of this strategy is the use of cubic lipidic phase (CLP) matrixes as reaction media. The CLP-matrix consists of a lipid bilayer into which hydrophobic polypeptides and folded membrane proteins can be inserted and two unbounded aqueous channels that give the aqueous phase access to both sides of an infinite lipid bilayer and thus ensure that modification of solvent-exposed sites is independent of the topology of membrane incorporation. The enzymatic removal of an N-terminal proteolytic cleavage sequence from the membrane polypeptide exposes an N-terminal cysteine residue. Subsequently, a C-terminal thioester peptide is joined to the N-terminus of the polypeptide by a native chemical ligation reaction. By use of this approach, incorporation of a variety of molecular tools, such as spectroscopic probes, unnatural amino acids, and molecular markers into membrane proteins that cannot be easily solubilized in detergent or denaturant solutions, may be achieved.
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Affiliation(s)
- Christie L Hunter
- Gryphon Therapeutics, 600 Gateway Boulevard, South San Francisco, CA 94080, USA
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21
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Becker CFW, Hunter CL, Seidel R, Kent SBH, Goody RS, Engelhard M. Total chemical synthesis of a functional interacting protein pair: the protooncogene H-Ras and the Ras-binding domain of its effector c-Raf1. Proc Natl Acad Sci U S A 2003; 100:5075-80. [PMID: 12704243 PMCID: PMC154300 DOI: 10.1073/pnas.0831227100] [Citation(s) in RCA: 51] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Generation of biological function by chemical methods is potentially of great importance for the understanding and targeting of physiological processes. Chemical synthesis of proteins offers the ability to alter the properties of target protein molecules in a tailor-made fashion. In the present work it is demonstrated that this methodology can be expanded to the elucidation of protein-protein interactions as exemplified by the complete chemical synthesis of the protooncogene product H-Ras as well as of the Ras-binding domain (RBD) of its effector c-Raf1. The 166-aa polypeptide chain of H-Ras was synthesized by native chemical ligation of three unprotected peptide segments. Similarly, the 81-aa RBD was prepared by ligation of two peptide segments. Both RBD and Ras displayed functional and spectroscopic properties indistinguishable from their recombinant forms as judged by CD spectroscopy and from transient kinetic measurements of the Ras-RBD interaction as well as from nucleotide replacement reactions in Ras. An unnatural amino acid bearing a nitrobenzofurazan side chain was introduced into position 91 of the RBD, providing unique fluorescence properties. The association transient of nitrobenzofurazan labeled with Ras.guanosine 5'-beta,gamma-imidotriphosphate showed a slow phase that had not been detected in earlier work by using other signals.
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Affiliation(s)
- Christian F W Becker
- Max-Planck-Institut für Molekulare Physiologie, Otto-Hahn-Strasse 6, 44227 Dortmund, Germany
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22
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Hunter CL, Maurus R, Mauk MR, Lee H, Raven EL, Tong H, Nguyen N, Smith M, Brayer GD, Mauk AG. Introduction and characterization of a functionally linked metal ion binding site at the exposed heme edge of myoglobin. Proc Natl Acad Sci U S A 2003; 100:3647-52. [PMID: 12644706 PMCID: PMC152976 DOI: 10.1073/pnas.0636702100] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
A binding site for metal ions has been created on the surface of horse heart myoglobin (Mb) near the heme 6-propionate group by replacing K45 and K63 with glutamyl residues. One-dimensional (1)H NMR spectroscopy indicates that Mn(2+) binds in the vicinity of the heme 6-propionate as anticipated, and potentiometric titrations establish that the affinity of the new site for Mn(2+) is 1.28(4) x 10(4) M(-1) (pH 6.96, ionic strength I = 17.2 microM, 25 degrees C). In addition, these substitutions lower the reduction potential of the protein and increase the pK(a) for the water molecule coordinated to the heme iron of metmyoglobin. The peroxidase [2,2'-azinobis(3-ethylbenzthiazoline-6-sulfonic acid), ABTS, as substrate] and the Mn(2+)-peroxidase activity of the variant are both increased approximately 3-fold. In contrast to wild-type Mb, both the affinity for azide and the midpoint potential of the variant are significantly influenced by the addition of Mn(2+). The structure of the variant has been determined by x-ray crystallography to define the coordination environment of bound Mn(2+) and Cd(2+). Although slight differences are observed between the geometry of the binding of the two metal ions, both are hexacoordinate, and neither involves coordination by E63.
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Affiliation(s)
- Christie L Hunter
- Department of Biochemistry and Molecular Biology and Protein Engineering Network of Centres of Excellence, University of British Columbia, Vancouver, BC, Canada V6T 1Z3
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23
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Kochendoerfer GG, Chen SY, Mao F, Cressman S, Traviglia S, Shao H, Hunter CL, Low DW, Cagle EN, Carnevali M, Gueriguian V, Keogh PJ, Porter H, Stratton SM, Wiedeke MC, Wilken J, Tang J, Levy JJ, Miranda LP, Crnogorac MM, Kalbag S, Botti P, Schindler-Horvat J, Savatski L, Adamson JW, Kung A, Kent SBH, Bradburne JA. Design and chemical synthesis of a homogeneous polymer-modified erythropoiesis protein. Science 2003; 299:884-7. [PMID: 12574628 DOI: 10.1126/science.1079085] [Citation(s) in RCA: 276] [Impact Index Per Article: 13.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
We report the design and total chemical synthesis of "synthetic erythropoiesis protein" (SEP), a 51-kilodalton protein-polymer construct consisting of a 166-amino-acid polypeptide chain and two covalently attached, branched, and monodisperse polymer moieties that are negatively charged. The ability to control the chemistry allowed us to synthesize a macromolecule of precisely defined covalent structure. SEP was homogeneous as shown by high-resolution analytical techniques, with a mass of 50,825 +/-10 daltons by electrospray mass spectrometry, and with a pI of 5.0. In cell and animal assays for erythropoiesis, SEP displayed potent biological activity and had significantly prolonged duration of action in vivo. These chemical methods are a powerful tool in the rational design of protein constructs with potential therapeutic applications.
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Affiliation(s)
- Gerd G Kochendoerfer
- Gryphon Therapeutics, 250 East Grand Avenue, Suite 90, South San Francisco, CA 94080, USA.
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24
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Becker CF, Hunter CL, Seidel RP, Kent SB, Goody RS, Engelhard M. A sensitive fluorescence monitor for the detection of activated Ras: total chemical synthesis of site-specifically labeled Ras binding domain of c-Raf1 immobilized on a surface. Chem Biol 2001; 8:243-52. [PMID: 11306349 DOI: 10.1016/s1074-5521(01)00003-5] [Citation(s) in RCA: 20] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
BACKGROUND The Ras.GDP-Ras.GTP cycle plays a central role in eukaryotic signaling cascades. Mutations in Ras which stabilize activated Ras.GTP lead to a continuous stimulation of downstream effectors and ultimately to cell proliferation. Ras mutants which increase the steady-state concentration of Ras.GTP are involved in about 30% of all human cancers. It is therefore of great interest to develop a biosensor which is sensitive to Ras.GTP but not to Ras.GDP. RESULTS The Ras binding domain (RBD) of c-Raf1 was synthesized from two unprotected peptide segments by native chemical ligation. Two fluorescent amino acids with structures based on the nitrobenz-2-oxa-1,3-diazole and coumaryl chromophores were incorporated at a site which is close to the RBD/Ras.GTP binding surface. Additionally, a C-terminal tag consisting of His6 was introduced. The Kd values for binding of the site-specifically modified proteins to Ras.GTP are comparable to that of wild-type RBD. Immobilization of C-terminal His6 tag-modified fluorescent RBD onto Ni-NTA-coated surfaces allowed the detection of Ras.GTP in the 100 nM range. Likewise, Ras.GTP/Q61L (an oncogenic mutant of Ras with very low intrinsic GTP hydrolysis activity) can also be detected in this assay system. Ras.GDP does not bind to the immobilized RBD, thus allowing discrimination between inactive and activated Ras. CONCLUSIONS The site-specific incorporation of a fluorescent group at a strategic position in a Ras effector protein allows the detection of activated Ras with high sensitivity. This example illustrates the fact that the chemical synthesis of proteins or protein domains makes it possible to incorporate any kind of natural or unnatural amino acid at the position of choice, thereby enabling the facile preparation of specific biosensors, enhanced detection systems for drug screening, or the synthesis of activated proteins, e.g. phosphorylated proteins involved in signaling pathways, as defined molecular species.
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Affiliation(s)
- C F Becker
- Max-Planck-Institut für moleculare Physiologie, Dortmund, Germany
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25
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Hunter CL, Talcott GW, Klesges RC, Lando H, Haddock CK. Demographic, lifestyle, and psychosocial predictors of frequency of intoxication and other indicators as estimates of alcohol-related problems in Air Force basic military recruits. Mil Med 2000; 165:539-45. [PMID: 10920655] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/17/2023] Open
Abstract
This study examined demographic, lifestyle, and psychosocial variables to determine predictors of Air Force recruits who are likely to have alcohol-related problems. Subjects were all Air Force recruits (N = 32,144) entering basic training from August 1995 to September 1996. The dependent measures were self-reported frequency of eight or more drinks per occasion, frequency of fighting while drinking, and typical frequency of alcohol consumption. Demographic analysis revealed that individuals high on any dependent variable were more likely to be male, older, non-Hispanic whites with some college. Lifestyle predictors included positive attitudes toward drug use and smoking status, with risk greater for females than males and for non-whites than non-Hispanic whites at the same smoking level. Psychosocial predictors included positive rebellious attitudes, decreased seatbelt use, and positive risk-taking attitudes, with risk greater for females than males at the same risk attitude level. These findings suggest that problem drinking falls into a broader category of risky problem behaviors.
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Affiliation(s)
- C L Hunter
- Life Skills Enhancement Center, Keesler Air Force base, MS 39534, USA
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26
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Tjoelker LW, Gosting L, Frey S, Hunter CL, Trong HL, Steiner B, Brammer H, Gray PW. Structural and functional definition of the human chitinase chitin-binding domain. J Biol Chem 2000; 275:514-20. [PMID: 10617646 DOI: 10.1074/jbc.275.1.514] [Citation(s) in RCA: 106] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Mammalian chitinase, a chitinolytic enzyme expressed by macrophages, has been detected in atherosclerotic plaques and is elevated in blood and tissues of guinea pigs infected with Aspergillus. Its normal physiological function is unknown. To understand how the enzyme interacts with its substrate, we have characterized the chitin-binding domain. The C-terminal 49 amino acids make up the minimal sequence required for chitin binding activity. The absence of this domain does not affect the ability of the enzyme to hydrolyze the soluble substrate, triacetylchitotriose, but abolishes hydrolysis of insoluble chitin. Within the minimal chitin-binding domain are six cysteines; mutation of any one of these to serine results in complete loss of chitin binding activity. Analysis of purified recombinant chitin-binding domain revealed the presence of three disulfide linkages. The recombinant domain binds specifically to chitin but does not bind chitosan, cellulose, xylan, beta-1, 3-glucan, beta-1,3-1,4-glucan, or mannan. Fluorescently tagged chitin-binding domain was used to demonstrate chitin-specific binding to Saccharomyces cerevisiae, Candida albicans, Mucor rouxii, and Neurospora crassa. These experiments define structural features of the minimal domain of human chitinase required for both specifically binding to and hydrolyzing insoluble chitin and demonstrate relevant binding within the context of the fungal cell wall.
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27
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Hunter CL, Mauk AG, Douglas DJ. Dissociation of heme from myoglobin and cytochrome b5: comparison of behavior in solution and the gas phase. Biochemistry 1997; 36:1018-25. [PMID: 9033391 DOI: 10.1021/bi961993+] [Citation(s) in RCA: 70] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
The relationship of the structure of a protein in solution to the structure of a gas-phase protein ion and the manner in which gas-phase protein ions bind small molecules noncovalently are topics of current debate. To address these issues, the stability of heme binding to wild-type and variant forms of apomyoglobin and apocytochrome b5 has been studied in the gas phase by electrospray mass spectrometry (ES-MS) and compared with the stability of heme binding to the same proteins in solution. The voltage required to dissociate ions of the heme-protein complexes in the orifice-skimmer region of an electrospray mass spectrometer, a measure of the complex stability, is found to be correlated with the activation energy for dissociation of the complexes in solution across a series of proteins in which the number of hydrogen bonds between the heme propionate groups and surface residues is systematically reduced. However, variants in which the hydrogen bonds to the proximal histidine have been removed are destabilized in solution but stabilized in the gas-phase ions. These results suggest that on the millisecond time scale of the ES-MS experiment, the gas-phase protein ion may retain much of the structure of the protein in solution, at least for those residues surrounding the heme group. Furthermore, the ability of ES-MS to detect relatively subtle differences in protein-small molecule complex stability demonstrated in this work suggests that this technique may be a convenient, sensitive, and generally useful strategy for physical characterization of such complexes.
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Affiliation(s)
- C L Hunter
- Protein Engineering Network of Centres of Excellence, University of British Columbia, Vancouver, Canada
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28
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Hunter CL, Lloyd E, Eltis LD, Rafferty SP, Lee H, Smith M, Mauk AG. Role of the heme propionates in the interaction of heme with apomyoglobin and apocytochrome b5. Biochemistry 1997; 36:1010-7. [PMID: 9033390 DOI: 10.1021/bi961385u] [Citation(s) in RCA: 59] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
The heme propionate groups of both myoglobin (Mb) and cytochrome b5 form hydrogen bonds with nearby surface amino acids residues that are believed to stabilize the heme-protein complex. To evaluate the magnitude of this stabilization, the kinetics of heme dissociation from variants of horse heart Mb and cytochrome b5 in which these hydrogen bonding interactions have been systematically eliminated were studied by the method of Hargrove and colleagues (1994), and their thermal stability was assessed. Elimination of each hydrogen bond was found to decrease the thermal stability of the proteins and increase the rate constant for heme dissociation in a progressive fashion. For the Mb derivatives, 1H-NMR studies indicate that the elimination of individual hydrogen bonds also affects the rate at which the heme orientational equilibrium is achieved. In both types of kinetics experiment, the effects of decreasing the number of potential hydrogen bonding interactions are found to be cumulative. Despite their kinetic effects, elimination of these hydrogen bonding interactions had no influence on the initial distribution of heme orientational isomers immediately following reconstitution or on the equilibrium constant of heme orientational disorder. The interactions between the heme propionates and nearby protein residues play a partial role in the stabilization of the heme-protein complex and are a major factor in the kinetic "trapping" of the minor heme orientation. Comparisons of the various rate constants determined for the mechanism of heme binding and reorientation suggests that the intramolecular reorientation mechanism is slightly favored over the intermolecular mechanism.
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Affiliation(s)
- C L Hunter
- Department of Biochemistry and Molecular Biology, University of British Columbia, Vancouver, Canada
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Hildebrand DP, Tang HL, Luo Y, Hunter CL, Smith M, Brayer GD, Mauk AG. Efficient Coupled Oxidation of Heme by an Active Site Variant of Horse Heart Myoglobin. J Am Chem Soc 1996. [DOI: 10.1021/ja9620043] [Citation(s) in RCA: 47] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Dean P. Hildebrand
- Contribution from the Department of Biochemistry and Molecular Biology, Biotechnology Laboratory, and Protein Engineering Network of Centres of Excellence, University of British Columbia, Vancouver, British Columbia V6T 1Z3, Canada
| | - Hai-lun Tang
- Contribution from the Department of Biochemistry and Molecular Biology, Biotechnology Laboratory, and Protein Engineering Network of Centres of Excellence, University of British Columbia, Vancouver, British Columbia V6T 1Z3, Canada
| | - Yaoguang Luo
- Contribution from the Department of Biochemistry and Molecular Biology, Biotechnology Laboratory, and Protein Engineering Network of Centres of Excellence, University of British Columbia, Vancouver, British Columbia V6T 1Z3, Canada
| | - Christie L. Hunter
- Contribution from the Department of Biochemistry and Molecular Biology, Biotechnology Laboratory, and Protein Engineering Network of Centres of Excellence, University of British Columbia, Vancouver, British Columbia V6T 1Z3, Canada
| | - Michael Smith
- Contribution from the Department of Biochemistry and Molecular Biology, Biotechnology Laboratory, and Protein Engineering Network of Centres of Excellence, University of British Columbia, Vancouver, British Columbia V6T 1Z3, Canada
| | - Gary D. Brayer
- Contribution from the Department of Biochemistry and Molecular Biology, Biotechnology Laboratory, and Protein Engineering Network of Centres of Excellence, University of British Columbia, Vancouver, British Columbia V6T 1Z3, Canada
| | - A. Grant Mauk
- Contribution from the Department of Biochemistry and Molecular Biology, Biotechnology Laboratory, and Protein Engineering Network of Centres of Excellence, University of British Columbia, Vancouver, British Columbia V6T 1Z3, Canada
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Bogumil R, Hunter CL, Maurus R, Tang HL, Lee H, Lloyd E, Brayer GD, Smith M, Mauk AG. FTIR analysis of the interaction of azide with horse heart myoglobin variants. Biochemistry 1994; 33:7600-8. [PMID: 8011626 DOI: 10.1021/bi00190a013] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
The interaction of azide with variants of horse heart myoglobin (Mb) has been characterized by Fourier transform infrared (FTIR), electron paramagnetic resonance (EPR), and UV-VIS absorption spectroscopy and by molecular modeling calculations. Distal histidine variants (His64Thr, His64Ile, His64Lys) and charged surface variants (Val67Arg, Lys45Glu, Lys45Glu/Lys63Glu) were included in this study. All variants, with the exception of Val67Arg, have a lower azide affinity than the wild-type protein. Analysis of the temperature dependence of the FTIR spectra (277-313 K) revealed that the wild-type protein and all variants exhibit a high-spin/low-spin equilibrium. Introduction of positively charged amino acid residues shifts nu max for the low-spin form to higher energy while negatively charged residues shifted this maximum to lower energy. The low azide binding affinity exhibited by the His64Thr and His64Ile variants is accompanied by a shift of the nu max for the low-spin infrared band to lower energy and by a significant increase in the corresponding half-bandwidths. This observation indicates greater mobility of the bound azide ligand in these variants. The His64Lys variant exhibits two infrared bands attributable to low-spin forms that are assigned to two different conformations of the lysyl residue. In one conformation, the lysine is proposed to form a hydrogen bond with the bound azide similar to that proposed to occur between the distal histidine and bound azide, and in the other conformation no interaction occurs.
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Affiliation(s)
- R Bogumil
- Department of Biochemistry and Molecular Biology, University of British Columbia, Vancouver, Canada
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Malin DH, Toups PJ, Osgood LD, Fowler DE, Hunter CL, Arcangeli KR, Moss DE. Methanesulfonyl fluoride enhances one-trial reward learning in mid-aged rats. Neurobiol Aging 1991; 12:181-3. [PMID: 2052132 DOI: 10.1016/0197-4580(91)90059-s] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
In previous studies, 18-month-old rats have shown no significant retention 24 hours after the single acquisition trial in a one-trial discriminative reward learning task. In the present study, ten 18-month-old rats pretreated with 0.5 mg/kg MSF IP showed significantly better retention in terms of speed and errors than eleven 18-month-old rats pretreated with injection vehicle alone. However, twelve two-three-month-old rats pretreated with the same dose of MSF failed to show better retention than eleven two-three-month-old rats pretreated with vehicle alone.
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Affiliation(s)
- D H Malin
- Program in Behavioral Science, University of Houston-Clear Lake, TX 77058
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Hunter CL, Danson MJ, Stevenson KJ. Nucleophilicity and ionization of dihydrolipoamide. Biochem Cell Biol 1990. [DOI: 10.1139/o90-096] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
The reactivity of dihydrolipoamide has been studied at pHs 6 and 8 with a series of haloalkyl acids, iodoacetamide, and N-phenyl-α-bromoacetamide. The electron-withdrawing capability of the R group in these reagents (X—CH2—R) has the dominant influence on their reactivity with the thiolate. Thus, 3-bromopyruvic acid greatly exceeds N-phenyl-α-bromoacetamide, iodoacetamide, iodoacetic acid, and three bromoalkyl acids. A plot of the second-order rate constant of iodoacetamide with dihydrolipoamide supports a value of pK1, in the vicinity of 10.5. The second pKa of dihydrolipoamide cannot be deduced by this method, since reaction of the first thiol with iodoacetamide greatly alters the influences which the vicinal (normally unmodified) thiol has on the other. Potentiometric titration of dihydrolipoamide was not definitive, but the curve obtained was comparable to the titration curve of dihydrolipoamide (followed spectrophotometrically) which accommodated a pK1of 9.35 and pK2 of 10.65. As a control, a plot of the second-order rate constant versus pH for the alkylation of thioglycolic acid revealed a pKa of 10.5 in agreement with the titrated pKa of 10.4.Key words: dihydrolipoamide, nucleophilic addition reactions, ionization of thiols, iodoacetamide.
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