1
|
Hu H, Singh AN, Lehnherr D, Mdluli V, Chun SW, Makarewicz AM, Gouker JR, Ukaegbu O, Li S, Wen X, McLaren DG, Velasquez JE, Moore JC, Galanie S, Appiah-Amponsah E, Regalado EL. Accelerating Pharmaceutical Process Development with an Acoustic Droplet Ejection-Multiple Reaction Monitoring-Mass Spectrometry Workflow. Anal Chem 2024; 96:1138-1146. [PMID: 38165811 DOI: 10.1021/acs.analchem.3c04211] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2024]
Abstract
Fast-paced pharmaceutical process developments (e.g., high-throughput experimentation, directed evolution, and machine learning) involve the introduction of fast, sensitive, and accurate analytical assays using limited sample volumes. In recent years, acoustic droplet ejection (ADE) coupled with an open port interface has been invented as a sampling technology for mass spectrometry, providing high-throughput nanoliter analytical measurements directly from the standard microplates. Herein, we introduce an ADE-multiple reaction monitoring-mass spectrometry (ADE-MRM-MS) workflow to accelerate pharmaceutical process research and development (PR&D). This systematic workflow outlines the selection of MRM transitions and optimization of assay parameters in a data-driven manner using rapid measurements (1 sample/s). The synergy between ADE sampling and MRM analysis enables analytical assays with excellent sensitivity, selectivity, and speed for PR&D reaction screenings. This workflow was utilized to develop new ADE-MRM-MS assays guiding a variety of industrial processes, including (1) screening of Ni-based catalysts for C-N cross-coupling reaction at 1 Hz and (2) high-throughput regioisomer analysis-enabled enzyme library screening for peptide ligation reaction. ADE-MRM-MS assays were demonstrated to deliver accurate results that are comparable to conventional liquid chromatography (LC) experiments while providing >100-fold throughput enhancement.
Collapse
Affiliation(s)
- Hang Hu
- Analytical Research and Development, Merck & Co., Inc., Rahway, New Jersey 07065, United States
| | - Andrew N Singh
- Analytical Research and Development, Merck & Co., Inc., Rahway, New Jersey 07065, United States
| | - Dan Lehnherr
- Process Research and Development, Merck & Co., Inc., Rahway, New Jersey 07065, United States
| | - Velabo Mdluli
- Process Research and Development, Merck & Co., Inc., Rahway, New Jersey 07065, United States
| | - Stephanie W Chun
- Process Research and Development, Merck & Co., Inc., Rahway, New Jersey 07065, United States
| | - Amanda M Makarewicz
- Process Research and Development, Merck & Co., Inc., Rahway, New Jersey 07065, United States
| | - Joseph R Gouker
- Process Research and Development, Merck & Co., Inc., Rahway, New Jersey 07065, United States
| | - Ophelia Ukaegbu
- Analytical Research and Development, Merck & Co., Inc., Rahway, New Jersey 07065, United States
| | - Shasha Li
- Analytical Research and Development, Merck & Co., Inc., Rahway, New Jersey 07065, United States
| | - Xiujuan Wen
- Quantitative Biosciences, Merck & Co., Inc., Rahway, New Jersey 07065, United States
| | - David G McLaren
- Quantitative Biosciences, Merck & Co., Inc., Rahway, New Jersey 07065, United States
| | - Juan E Velasquez
- Process Research and Development, Merck & Co., Inc., Rahway, New Jersey 07065, United States
| | - Jeffrey C Moore
- Process Research and Development, Merck & Co., Inc., Rahway, New Jersey 07065, United States
| | - Stephanie Galanie
- Process Research and Development, Merck & Co., Inc., Rahway, New Jersey 07065, United States
| | | | - Erik L Regalado
- Analytical Research and Development, Merck & Co., Inc., Rahway, New Jersey 07065, United States
| |
Collapse
|
2
|
Niu J, Xu W, Wei D, Qian K, Wang Q. Deep Learning Framework for Integrating Multibatch Calibration, Classification, and Pathway Activities. Anal Chem 2022; 94:8937-8946. [PMID: 35709357 DOI: 10.1021/acs.analchem.2c00601] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The amount of available biological data has exploded since the emergence of high-throughput technologies, which is not only revolting the way we recognize molecules and diseases but also bringing novel analytical challenges to bioinformatics analysis. In recent years, deep learning has become a dominant technique in data science. However, classification accuracy is plagued with domain discrepancy. Notably, in the presence of multiple batches, domain discrepancy typically happens between individual batches. Most pairwise adaptation approaches may be suboptimal as they fail to eliminate external factors across multiple batches and take the classification task into account simultaneously. We propose a joint deep learning framework for integrating batch effect removal, classification, and downstream pathway activities upon biological data. To this end, we validate it on two MALDI MS-based metabolomics datasets. We have achieved the highest diagnostic accuracy (ACC), with a notable ∼10% improvement over other methods. Overall, these results indicate that our approach removes batch effect more effectively than state-of-the-art methods and yields more accurate classification as well as biomarkers for smart diagnosis.
Collapse
Affiliation(s)
- JingYang Niu
- School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai 200030, China
| | - Wei Xu
- School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai 200030, China
| | - DongMing Wei
- School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai 200030, China
| | - Kun Qian
- School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai 200030, China
| | - Qian Wang
- School of Biomedical Engineering, ShanghaiTech University, Shanghai 201210, China
| |
Collapse
|
3
|
Ortega-Rodriguez U, Portillo S, Ashmus RA, Duran JA, Schocker NS, Iniguez E, Montoya AL, Zepeda BG, Olivas JJ, Karimi NH, Alonso-Padilla J, Izquierdo L, Pinazo MJ, de Noya BA, Noya O, Maldonado RA, Torrico F, Gascon J, Michael K, Almeida IC. Purification of Glycosylphosphatidylinositol-Anchored Mucins from Trypanosoma cruzi Trypomastigotes and Synthesis of α-Gal-Containing Neoglycoproteins: Application as Biomarkers for Reliable Diagnosis and Early Assessment of Chemotherapeutic Outcomes of Chagas Disease. Methods Mol Biol 2019; 1955:287-308. [PMID: 30868536 PMCID: PMC6589430 DOI: 10.1007/978-1-4939-9148-8_22] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Chagas disease (ChD), caused by the protozoan parasite Trypanosoma cruzi, affects millions of people worldwide. Chemotherapy is restricted to two drugs, which are partially effective and may cause severe side effects, leading to cessation of treatment in a significant number of patients. Currently, there are no biomarkers to assess therapeutic efficacy of these drugs in the chronic stage. Moreover, no preventive or therapeutic vaccines are available. In this chapter, we describe the purification of Trypanosoma cruzi trypomastigote-derived glycosylphosphatidylinositol (GPI)-anchored mucins (tGPI-mucins) for their use as antigens for the reliable primary or confirmatory diagnosis and as prognostic biomarkers for early assessment of cure following ChD chemotherapy. We also describe, as an example, the synthesis of a potential tGPI-mucin-derived α-Gal-terminating glycan and its coupling to a carrier protein for use as diagnostic and prognostic biomarker in ChD.
Collapse
Affiliation(s)
| | - Susana Portillo
- Department of Biological Sciences, University of Texas at El Paso, El Paso, TX, USA
| | - Roger A Ashmus
- Department of Chemistry and Biochemistry, University of Texas at El Paso, El Paso, TX, USA
| | - Jerry A Duran
- Department of Biological Sciences, University of Texas at El Paso, El Paso, TX, USA
| | - Nathaniel S Schocker
- Department of Chemistry and Biochemistry, University of Texas at El Paso, El Paso, TX, USA
| | - Eva Iniguez
- Department of Biological Sciences, University of Texas at El Paso, El Paso, TX, USA
| | - Alba L Montoya
- Department of Chemistry and Biochemistry, University of Texas at El Paso, El Paso, TX, USA
| | - Brenda G Zepeda
- Department of Biological Sciences, University of Texas at El Paso, El Paso, TX, USA
| | - Janet J Olivas
- Department of Biological Sciences, University of Texas at El Paso, El Paso, TX, USA
| | - Nasim H Karimi
- Department of Biological Sciences, University of Texas at El Paso, El Paso, TX, USA
| | - Julio Alonso-Padilla
- Barcelona Institute for Global Health (ISGlobal), Hospital Clínic - Universitat de Barcelona, Barcelona, Spain
| | - Luis Izquierdo
- Barcelona Centre for International Health Research (ISGlobal), Barcelona, Spain
| | - Maria-Jesús Pinazo
- Barcelona Centre for International Health Research (ISGlobal), Barcelona, Spain
| | - Belkisyolé Alarcón de Noya
- Facultad de Medicina, Instituto de Medicina Tropical, Universidad Central de Venezuela, Caracas, Venezuela
| | - Oscar Noya
- Facultad de Medicina, Instituto de Medicina Tropical, Universidad Central de Venezuela, Caracas, Venezuela
| | - Rosa A Maldonado
- Department of Biological Sciences, University of Texas at El Paso, El Paso, TX, USA
| | - Faustino Torrico
- Faculty of Medicine, Universidad Mayor de San Simón, Cochabamba, Bolivia
- Fundación CEADES, Cochabamba, Bolivia
| | - Joaquim Gascon
- Facultad de Medicina, Instituto de Medicina Tropical, Universidad Central de Venezuela, Caracas, Venezuela
| | - Katja Michael
- Department of Chemistry and Biochemistry, University of Texas at El Paso, El Paso, TX, USA
| | - Igor C Almeida
- Department of Biological Sciences, University of Texas at El Paso, El Paso, TX, USA.
| |
Collapse
|
4
|
Marsico ALM, Duncan B, Landis RF, Tonga GY, Rotello VM, Vachet RW. Enhanced Laser Desorption/Ionization Mass Spectrometric Detection of Biomolecules Using Gold Nanoparticles, Matrix, and the Coffee Ring Effect. Anal Chem 2017; 89:3009-3014. [PMID: 28193006 DOI: 10.1021/acs.analchem.6b04538] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
Nanomaterials have been extensively used as alternate matrices to minimize the low molecular weight interferences observed in typical MALDI but such nanomaterials typically do not improve the spot-to-spot variability that is commonly seen. In this work, we demonstrate that nanoparticles and low matrix concentrations (<2.5 mg/mL) can be used to homogeneously concentrate analytes into a narrow ring by taking advantage of the "coffee ring" effect. Concentration of the samples in this way leads to enhanced signals when compared to conventional MALDI, with higher m/z analytes being enhanced to the greatest extent. Moreover, the ionization suppression often observed in samples with high salt concentrations can be overcome by preparing samples in this way. The ring that is formed is readily visible, allowing the laser to be focused only on spots that contain analyte. The coffee-ring effect represents a new mode by which nanomaterials can be used to enhance the MALDI-based detection of biomolecules.
Collapse
Affiliation(s)
- Alyssa L M Marsico
- Department of Chemistry, University of Massachusetts , Amherst, Massachusetts 01003, United States
| | - Bradley Duncan
- Department of Chemistry, University of Massachusetts , Amherst, Massachusetts 01003, United States
| | - Ryan F Landis
- Department of Chemistry, University of Massachusetts , Amherst, Massachusetts 01003, United States
| | - Gulen Yesilbag Tonga
- Department of Chemistry, University of Massachusetts , Amherst, Massachusetts 01003, United States
| | - Vincent M Rotello
- Department of Chemistry, University of Massachusetts , Amherst, Massachusetts 01003, United States
| | - Richard W Vachet
- Department of Chemistry, University of Massachusetts , Amherst, Massachusetts 01003, United States
| |
Collapse
|
5
|
Marsico ALM, Elci GS, Moyano DF, Yesilbag Tonga G, Duncan B, Landis RF, Rotello VM, Vachet RW. Enhanced Laser Desorption/Ionization Mass Spectrometric Detection of Gold Nanoparticles in Biological Samples Using the Synergy between Added Matrix and the Gold Core. Anal Chem 2015; 87:12145-50. [DOI: 10.1021/acs.analchem.5b02985] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Affiliation(s)
- Alyssa L. M. Marsico
- Department of Chemistry, University of Massachusetts, Amherst, Massachusetts 01003, United States
| | - Gokhan S. Elci
- Department of Chemistry, University of Massachusetts, Amherst, Massachusetts 01003, United States
| | - Daniel F. Moyano
- Department of Chemistry, University of Massachusetts, Amherst, Massachusetts 01003, United States
| | - Gulen Yesilbag Tonga
- Department of Chemistry, University of Massachusetts, Amherst, Massachusetts 01003, United States
| | - Bradley Duncan
- Department of Chemistry, University of Massachusetts, Amherst, Massachusetts 01003, United States
| | - Ryan F. Landis
- Department of Chemistry, University of Massachusetts, Amherst, Massachusetts 01003, United States
| | - Vincent M. Rotello
- Department of Chemistry, University of Massachusetts, Amherst, Massachusetts 01003, United States
| | - Richard W. Vachet
- Department of Chemistry, University of Massachusetts, Amherst, Massachusetts 01003, United States
| |
Collapse
|
6
|
Marsico ALM, Creran B, Duncan B, Elci SG, Jiang Y, Onasch TB, Wormhoudt J, Rotello VM, Vachet RW. Inkjet-printed gold nanoparticle surfaces for the detection of low molecular weight biomolecules by laser desorption/ionization mass spectrometry. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2015; 26:1931-1937. [PMID: 26202457 DOI: 10.1007/s13361-015-1223-x] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/19/2015] [Revised: 06/22/2015] [Accepted: 06/26/2015] [Indexed: 05/24/2023]
Abstract
Effective detection of low molecular weight compounds in matrix-assisted laser desorption/ionization (MALDI) mass spectrometry (MS) is often hindered by matrix interferences in the low m/z region of the mass spectrum. Here, we show that monolayer-protected gold nanoparticles (AuNPs) can serve as alternate matrices for the very sensitive detection of low molecular weight compounds such as amino acids. Amino acids can be detected at low fmol levels with minimal interferences by properly choosing the AuNP deposition method, density, size, and monolayer surface chemistry. By inkjet-printing AuNPs at various densities, we find that AuNP clusters are essential for obtaining the greatest sensitivity. Graphical Abstract ᅟ.
Collapse
Affiliation(s)
- Alyssa L M Marsico
- Department of Chemistry, University of Massachusetts-Amherst, Amherst, MA, 01003, USA
| | - Brian Creran
- Department of Chemistry, University of Massachusetts-Amherst, Amherst, MA, 01003, USA
| | - Bradley Duncan
- Department of Chemistry, University of Massachusetts-Amherst, Amherst, MA, 01003, USA
| | - S Gokhan Elci
- Department of Chemistry, University of Massachusetts-Amherst, Amherst, MA, 01003, USA
| | - Ying Jiang
- Department of Chemistry, University of Massachusetts-Amherst, Amherst, MA, 01003, USA
| | | | | | - Vincent M Rotello
- Department of Chemistry, University of Massachusetts-Amherst, Amherst, MA, 01003, USA
| | - Richard W Vachet
- Department of Chemistry, University of Massachusetts-Amherst, Amherst, MA, 01003, USA.
| |
Collapse
|
7
|
Rani L, Minz RW, Arora A, Kannan M, Sharma A, Anand S, Gupta D, Panda NK, Sakhuja VK. Serum proteomic profiling in granumomatosis with polyangiitis using two-dimensional gel electrophoresis along with matrix assisted laser desorption ionization time of flight mass spectrometry. Int J Rheum Dis 2014; 17:910-9. [DOI: 10.1111/1756-185x.12481] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Affiliation(s)
- Lekha Rani
- Department of Immunopathology; Postgraduate Institute of Medical Education and Research; Chandigarh India
| | - Ranjana W. Minz
- Department of Immunopathology; Postgraduate Institute of Medical Education and Research; Chandigarh India
| | - Amit Arora
- Institute of Microbial Technology; Chandigarh India
| | | | - Aman Sharma
- Department of Internal Medicine; Postgraduate Institute of Medical Education and Research; Chandigarh India
| | - Shashi Anand
- Department of Immunopathology; Postgraduate Institute of Medical Education and Research; Chandigarh India
| | - Dheeraj Gupta
- Department of Pulmonary Medicine; Postgraduate Institute of Medical Education and Research; Chandigarh India
| | - Naresh K. Panda
- Department of Otolaryngology; Postgraduate Institute of Medical Education and Research; Chandigarh India
| | - Vinay K. Sakhuja
- Department of Nephrology; Postgraduate Institute of Medical Education and Research; Chandigarh India
| |
Collapse
|
8
|
Determination of sterols using liquid chromatography with off-line surface-assisted laser desorption/ionization mass spectrometry. J Chromatogr A 2014; 1358:102-9. [DOI: 10.1016/j.chroma.2014.06.077] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2014] [Revised: 06/23/2014] [Accepted: 06/24/2014] [Indexed: 11/15/2022]
|
9
|
Sandoval W. Matrix‐Assisted Laser Desorption/Ionization Time‐of‐Flight Mass Analysis of Peptides. ACTA ACUST UNITED AC 2014; 77:16.2.1-16.2.11. [DOI: 10.1002/0471140864.ps1602s77] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Wendy Sandoval
- Department of Protein Chemistry, Genentech South San Francisco California
| |
Collapse
|
10
|
Török Z, Crul T, Maresca B, Schütz GJ, Viana F, Dindia L, Piotto S, Brameshuber M, Balogh G, Péter M, Porta A, Trapani A, Gombos I, Glatz A, Gungor B, Peksel B, Vigh L, Csoboz B, Horváth I, Vijayan MM, Hooper PL, Harwood JL, Vigh L. Plasma membranes as heat stress sensors: from lipid-controlled molecular switches to therapeutic applications. BIOCHIMICA ET BIOPHYSICA ACTA-BIOMEMBRANES 2013; 1838:1594-618. [PMID: 24374314 DOI: 10.1016/j.bbamem.2013.12.015] [Citation(s) in RCA: 94] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/30/2013] [Revised: 12/09/2013] [Accepted: 12/18/2013] [Indexed: 12/31/2022]
Abstract
The classic heat shock (stress) response (HSR) was originally attributed to protein denaturation. However, heat shock protein (Hsp) induction occurs in many circumstances where no protein denaturation is observed. Recently considerable evidence has been accumulated to the favor of the "Membrane Sensor Hypothesis" which predicts that the level of Hsps can be changed as a result of alterations to the plasma membrane. This is especially pertinent to mild heat shock, such as occurs in fever. In this condition the sensitivity of many transient receptor potential (TRP) channels is particularly notable. Small temperature stresses can modulate TRP gating significantly and this is influenced by lipids. In addition, stress hormones often modify plasma membrane structure and function and thus initiate a cascade of events, which may affect HSR. The major transactivator heat shock factor-1 integrates the signals originating from the plasma membrane and orchestrates the expression of individual heat shock genes. We describe how these observations can be tested at the molecular level, for example, with the use of membrane perturbers and through computational calculations. An important fact which now starts to be addressed is that membranes are not homogeneous nor do all cells react identically. Lipidomics and cell profiling are beginning to address the above two points. Finally, we observe that a deregulated HSR is found in a large number of important diseases where more detailed knowledge of the molecular mechanisms involved may offer timely opportunities for clinical interventions and new, innovative drug treatments. This article is part of a Special Issue entitled: Membrane Structure and Function: Relevance in the Cell's Physiology, Pathology and Therapy.
Collapse
Affiliation(s)
- Zsolt Török
- Institute of Biochemistry, Biological Research Centre of the Hung. Acad. Sci., Szeged H-6726, Hungary.
| | - Tim Crul
- Institute of Biochemistry, Biological Research Centre of the Hung. Acad. Sci., Szeged H-6726, Hungary
| | - Bruno Maresca
- Department of Pharmacy, University of Salerno, Via Giovanni Paolo II, 132, 84084 Fisciano, Salerno, Italy
| | - Gerhard J Schütz
- Institute of Applied Physics, Vienna University of Technology, Wiedner Hauptstrasse 8-10, 1040 Vienna, Austria
| | - Felix Viana
- Instituto de Neurociencias de Alicante, Universidad Miguel Hernández-CSIC, 03550 San Juan de Alicante, Spain
| | - Laura Dindia
- Department of Biology, University of Waterloo, Waterloo, Ontario, Canada
| | - Stefano Piotto
- Department of Pharmacy, University of Salerno, Via Giovanni Paolo II, 132, 84084 Fisciano, Salerno, Italy
| | - Mario Brameshuber
- Institute of Applied Physics, Vienna University of Technology, Wiedner Hauptstrasse 8-10, 1040 Vienna, Austria
| | - Gábor Balogh
- Institute of Biochemistry, Biological Research Centre of the Hung. Acad. Sci., Szeged H-6726, Hungary
| | - Mária Péter
- Institute of Biochemistry, Biological Research Centre of the Hung. Acad. Sci., Szeged H-6726, Hungary
| | - Amalia Porta
- Department of Pharmacy, University of Salerno, Via Giovanni Paolo II, 132, 84084 Fisciano, Salerno, Italy
| | - Alfonso Trapani
- Department of Pharmacy, University of Salerno, Via Giovanni Paolo II, 132, 84084 Fisciano, Salerno, Italy
| | - Imre Gombos
- Institute of Biochemistry, Biological Research Centre of the Hung. Acad. Sci., Szeged H-6726, Hungary
| | - Attila Glatz
- Institute of Biochemistry, Biological Research Centre of the Hung. Acad. Sci., Szeged H-6726, Hungary
| | - Burcin Gungor
- Institute of Biochemistry, Biological Research Centre of the Hung. Acad. Sci., Szeged H-6726, Hungary
| | - Begüm Peksel
- Institute of Biochemistry, Biological Research Centre of the Hung. Acad. Sci., Szeged H-6726, Hungary
| | - László Vigh
- Institute of Biochemistry, Biological Research Centre of the Hung. Acad. Sci., Szeged H-6726, Hungary
| | - Bálint Csoboz
- Institute of Biochemistry, Biological Research Centre of the Hung. Acad. Sci., Szeged H-6726, Hungary
| | - Ibolya Horváth
- Institute of Biochemistry, Biological Research Centre of the Hung. Acad. Sci., Szeged H-6726, Hungary
| | - Mathilakath M Vijayan
- Department of Biology, University of Waterloo, Waterloo, Ontario, Canada; Department of Biological Sciences, University of Calgary, Calgary, Alberta, Canada
| | - Phillip L Hooper
- Division of Endocrinology, Metabolism and Diabetes, Department of Medicine, University of Colorado Medical School, Anschutz Medical Campus, Aurora, CO 80045, USA
| | - John L Harwood
- School of Biosciences, Cardiff University, Cardiff CF10 3AX, Wales, UK
| | - László Vigh
- Institute of Biochemistry, Biological Research Centre of the Hung. Acad. Sci., Szeged H-6726, Hungary.
| |
Collapse
|
11
|
Zhang H, Cui W, Gross ML, Blankenship RE. Native mass spectrometry of photosynthetic pigment-protein complexes. FEBS Lett 2013; 587:1012-20. [PMID: 23337874 PMCID: PMC3856239 DOI: 10.1016/j.febslet.2013.01.005] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2012] [Revised: 12/25/2012] [Accepted: 01/06/2013] [Indexed: 12/16/2022]
Abstract
Native mass spectrometry (MS), or as is sometimes called "native electrospray ionization" allows proteins in their native or near-native states in solution to be introduced into the gas phase and interrogated by mass spectrometry. This approach is now a powerful tool to investigate protein complexes. This article reviews the background of native MS of protein complexes and describes its strengths, taking photosynthetic pigment-protein complexes as examples. Native MS can be utilized in combination with other MS-based approaches to obtain complementary information to that provided by tools such as X-ray crystallography and NMR spectroscopy to understand the structure-function relationships of protein complexes. When additional information beyond that provided by native MS is required, other MS-based strategies can be successfully applied to augment the results of native MS.
Collapse
Affiliation(s)
- Hao Zhang
- Department of Chemistry, Washington University in St. Louis, St. Louis, MO 63130, USA
| | | | | | | |
Collapse
|
12
|
Panchaud A, Affolter M, Kussmann M. Mass spectrometry for nutritional peptidomics: How to analyze food bioactives and their health effects. J Proteomics 2011; 75:3546-59. [PMID: 22227401 DOI: 10.1016/j.jprot.2011.12.022] [Citation(s) in RCA: 111] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2011] [Revised: 12/13/2011] [Accepted: 12/14/2011] [Indexed: 01/24/2023]
Abstract
We describe nutritional peptidomics for discovery and validation of bioactive food peptide and their health effects. Understanding nature and bioactivity of nutritional peptides means comprehending an important level of environmental regulation of the human genome, because diet is the environmental factor with the most profound life-long influence on health. We approach the theme from three angles, namely the analysis, the discovery and the biology perspective. Food peptides derive from parent food proteins via in vitro hydrolysis (processing) or in vivo digestion by various unspecific and specific proteases, as opposed to the tryptic peptides typically generated in biomarker proteomics. A food bioactive peptide may be rare or unique in terms of sequence and modification, and many food genomes are less well annotated than e.g. the human genome. Bioactive peptides can be discovered either empirically or by prediction: we explain both the classical hydrolysis strategy and the bioinformatics-driven reversed genome engineering. In order to exert bioactivity, food peptides must be either ingested and then reach the intestine in their intact form or be liberated in situ from their parent proteins to act locally, that is in the gut, or even systemically, i.e. through the blood stream. This article is part of a Special Section entitled: Understanding genome regulation and genetic diversity by mass spectrometry.
Collapse
Affiliation(s)
- Alexandre Panchaud
- Functional Genomics Group, Nestlé Research Centre, Lausanne, Switzerland
| | | | | |
Collapse
|
13
|
Hanrieder J, Wicher G, Bergquist J, Andersson M, Fex-Svenningsen A. MALDI mass spectrometry based molecular phenotyping of CNS glial cells for prediction in mammalian brain tissue. Anal Bioanal Chem 2011; 401:135-47. [PMID: 21553124 DOI: 10.1007/s00216-011-5043-y] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2010] [Revised: 04/09/2011] [Accepted: 04/18/2011] [Indexed: 01/25/2023]
Abstract
The development of powerful analytical techniques for specific molecular characterization of neural cell types is of central relevance in neuroscience research for elucidating cellular functions in the central nervous system (CNS). This study examines the use of differential protein expression profiling of mammalian neural cells using direct analysis by means of matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF-MS). MALDI-MS analysis is rapid, sensitive, robust, and specific for large biomolecules in complex matrices. Here, we describe a newly developed and straightforward methodology for direct characterization of rodent CNS glial cells using MALDI-MS-based intact cell mass spectrometry (ICMS). This molecular phenotyping approach enables monitoring of cell growth stages, (stem) cell differentiation, as well as probing cellular responses towards different stimulations. Glial cells were separated into pure astroglial, microglial, and oligodendroglial cell cultures. The intact cell suspensions were then analyzed directly by MALDI-TOF-MS, resulting in characteristic mass spectra profiles that discriminated glial cell types using principal component analysis. Complementary proteomic experiments revealed the identity of these signature proteins that were predominantly expressed in the different glial cell types, including histone H4 for oligodendrocytes and S100-A10 for astrocytes. MALDI imaging MS was performed, and signature masses were employed as molecular tracers for prediction of oligodendroglial and astroglial localization in brain tissue. The different cell type specific protein distributions in tissue were validated using immunohistochemistry. ICMS of intact neuroglia is a simple and straightforward approach for characterization and discrimination of different cell types with molecular specificity.
Collapse
Affiliation(s)
- Jörg Hanrieder
- Department of Pharmaceutical Bioscience, Drug Safety and Toxicology, Uppsala University, Uppsala, Sweden.
| | | | | | | | | |
Collapse
|
14
|
Rodthongkum N, Chen Y, Thayumanavan S, Vachet RW. Selective enrichment and analysis of acidic peptides and proteins using polymeric reverse micelles and MALDI-MS. Anal Chem 2011; 82:8686-91. [PMID: 20863063 DOI: 10.1021/ac101922b] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The typical difficulties associated with the detection of acidic peptides (i.e., those with low isoelectric points (pI)) by matrix-assisted laser desorption/ionization-mass spectrometry (MALDI-MS) represent a challenge in some proteomic analyses. Here, reverse micelle-forming amphiphilic homopolymers with positively charged interiors are synthesized and used to selectively enrich low pI peptides from complex mixtures for MALDI-MS detection. When using these polymers, acidic proteolytic peptides that are undetectable during normal MALDI-MS analysis are selectively detected. We show that enrichment of these low pI peptides allows acidic proteins to be selectively targeted for detection in multiprotein digests. In addition, the presence of the positively charged polymers during MALDI-MS analyses enhances peptide ion signals by almost an order of magnitude, thereby achieving reproducible ion signals for acidic peptides at concentrations as low as 100 fM. Concurrent detection of acidic and basic peptides was also facilitated by utilizing a sequential extraction process involving reverse micelle forming polymers with positively and negatively charged interiors.
Collapse
Affiliation(s)
- Nadnudda Rodthongkum
- Department of Chemistry, University of Massachusetts, Amherst, Massachusetts 01003, USA
| | | | | | | |
Collapse
|
15
|
Rahbar A, Rivers R, Boja E, Kinsinger C, Mesri M, Hiltke T, Rodriguez H. Realizing individualized medicine: the road to translating proteomics from the laboratory to the clinic. Per Med 2011; 8:45-57. [DOI: 10.2217/pme.10.76] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
The sequencing of the human genome has brought great promise and potential for the future of medicine, as well as providing a strong momentum for the burgeoning field of individualized medicine. Tests based on genetic information can be used to allow physicians to target therapies for those patients most likely to benefit from specific therapies and identify potential risk before the onset of disease. While advances in genomics-based molecular diagnostics are progressing, producing some useful US FDA-approved/-cleared diagnostic tests, protein-based molecular diagnostics have not met its promised potential. This article will provide an overview of protein-based analysis technologies, identify their strengths and limitations, discuss barriers to protein-based biomarker development and identify issues which must be addressed in order to successfully transfer the field of proteomics from the laboratory to the clinic.
Collapse
Affiliation(s)
- Amir Rahbar
- Office of Cancer Clinical Proteomics Research, Center for Strategic Scientific Initiatives, National Cancer Institute, National Institutes of Health, 31 Center Drive, Bethesda, MD 20892, USA
| | - Robert Rivers
- Office of Cancer Clinical Proteomics Research, Center for Strategic Scientific Initiatives, National Cancer Institute, National Institutes of Health, 31 Center Drive, Bethesda, MD 20892, USA
| | - Emily Boja
- Office of Cancer Clinical Proteomics Research, Center for Strategic Scientific Initiatives, National Cancer Institute, National Institutes of Health, 31 Center Drive, Bethesda, MD 20892, USA
| | - Christopher Kinsinger
- Office of Cancer Clinical Proteomics Research, Center for Strategic Scientific Initiatives, National Cancer Institute, National Institutes of Health, 31 Center Drive, Bethesda, MD 20892, USA
| | - Mehdi Mesri
- Office of Cancer Clinical Proteomics Research, Center for Strategic Scientific Initiatives, National Cancer Institute, National Institutes of Health, 31 Center Drive, Bethesda, MD 20892, USA
| | - Tara Hiltke
- Office of Cancer Clinical Proteomics Research, Center for Strategic Scientific Initiatives, National Cancer Institute, National Institutes of Health, 31 Center Drive, Bethesda, MD 20892, USA
| | | |
Collapse
|
16
|
De Backer P, De Waele D, Van Speybroeck L. Ins and outs of systems biology vis-à-vis molecular biology: continuation or clear cut? Acta Biotheor 2010; 58:15-49. [PMID: 19855930 DOI: 10.1007/s10441-009-9089-6] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2008] [Accepted: 09/17/2009] [Indexed: 01/24/2023]
Abstract
The comprehension of living organisms in all their complexity poses a major challenge to the biological sciences. Recently, systems biology has been proposed as a new candidate in the development of such a comprehension. The main objective of this paper is to address what systems biology is and how it is practised. To this end, the basic tools of a systems biological approach are explored and illustrated. In addition, it is questioned whether systems biology 'revolutionizes' molecular biology and 'transcends' its assumed reductionism. The strength of this claim appears to depend on how molecular and systems biology are characterised and on how reductionism is interpreted. Doing credit to molecular biology and to methodological reductionism, it is argued that the distinction between molecular and systems biology is gradual rather than sharp. As such, the classical challenge in biology to manage, interpret and integrate biological data into functional wholes is further intensified by systems biology's use of modelling and bioinformatics, and by its scale enlargement.
Collapse
Affiliation(s)
- Philippe De Backer
- VIB, Department of Molecular Genetics/Department of Plant Systems Biology, Ghent University, Technologiepark 927, 9052 Ghent, Belgium
| | | | | |
Collapse
|
17
|
Genetic modification of the Salmonella membrane physical state alters the pattern of heat shock response. J Bacteriol 2010; 192:1988-98. [PMID: 20139186 DOI: 10.1128/jb.00988-09] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
It is now recognized that membranes are not simple physical barriers but represent a complex and dynamic environment that affects membrane protein structures and their functions. Recent data emphasize the role of membranes in sensing temperature changes, and it has been shown that the physical state of the plasma membrane influences the expression of a variety of genes such as heat shock genes. It has been widely shown that minor alterations in lipid membranes are critically involved in the conversion of signals from the environment to the transcriptional activation of heat shock genes. Previously, we have proposed that the composition, molecular arrangement, and physical state of lipid membranes and their organization have crucial roles in cellular responses during stress caused by physical and chemical factors as well as in pathological states. Here, we show that transformation of Salmonella enterica serovar Typhimurium LT2 (Salmonella Typhimurium) with a heterologous Delta(12)-desaturase (or with its trans-membrane regions) causes major changes in the pathogen's membrane dynamic. In addition, this pathogen is strongly impaired in the synthesis of major stress proteins (heat shock proteins) under heat shock. These data support the hypothesis that the perception of temperature in Salmonella is strictly controlled by membrane order and by a specific membrane lipid/protein ratio that ultimately causes transcriptional activation of heat shock genes. These results represent a previously unrecognized mode of sensing temperature variation used by this pathogen at the onset of infection.
Collapse
|
18
|
Kale TS, Klaikherd A, Popere B, Thayumanavan S. Supramolecular assemblies of amphiphilic homopolymers. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2009; 25:9660-9670. [PMID: 19453140 DOI: 10.1021/la900734d] [Citation(s) in RCA: 93] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
Amphiphilic molecules self-assemble in solvents because of the differential solvation of the hydrophilic and lipophilic functionalities. Small-molecule surfactants have long been known to form micelles in water that can solubilize lipophilic guest molecules in their water-excluded interior. Polymeric surfactants based on block copolymers are also known to form several types of aggregates in water owing either to the mutual incompatibility of the blocks or better solvation of one of the blocks by the solvent. Incorporating amphiphilicity at smaller length scales in polymers would provide an avenue to capture the interesting properties of macromolecules and fine tune their supramolecular assemblies. To address this issue, we designed and synthesized amphiphilic homopolymers containing hydrophilic and lipophilic functionalities in the monomer. Such a polymer can be imagined to be a string of small-molecule surfactants tethered together such that the hydrophilic and lipophilic functionalities are located on opposite faces, rendering the assemblies facially amphiphilic. This feature article describes the self-assembly of our amphiphilic homopolymers in polar and apolar solvents. These homopolymers not only form micelles in water but also form inverse micelles in organic solvents. Subtle changes to the molecular structure have been demonstrated to yield vesicles in water and inverted micelles in organic solvents. The characterization of these assemblies and their applications in separations, catalysis, and sensing are described here.
Collapse
Affiliation(s)
- Tejaswini S Kale
- Department of Chemistry, University of Massachusetts, Amherst, Massachusetts 01003, USA
| | | | | | | |
Collapse
|
19
|
Surface Modification Using Reactive Landing of Mass-Selected Ions. ION BEAMS IN NANOSCIENCE AND TECHNOLOGY 2009. [DOI: 10.1007/978-3-642-00623-4_3] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
|
20
|
Schaiberger AM, Moss JA. Optimized sample preparation for MALDI mass spectrometry analysis of protected synthetic peptides. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2008; 19:614-9. [PMID: 18295503 DOI: 10.1016/j.jasms.2008.01.010] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/21/2007] [Revised: 01/17/2008] [Accepted: 01/18/2008] [Indexed: 05/03/2023]
Abstract
The recent development and commercialization of Fuzeon (enfuvirtide) demonstrated that a convergent strategy comprised of both solid- and solution-phase synthetic methodologies presents a viable route for peptide manufacturing on a multi-ton scale. In this strategy, the target sequence is prepared by stepwise solid-phase synthesis of protected peptide fragments, which are then coupled together in the solution-phase to give the full-length sequence. These synthetic methodologies pose a unique challenge for mass spectrometry (MS), as protected peptide intermediates are often marked by poor solubility, structural lability, and low ionization potential. Matrix-assisted laser desorption/ionization (MALDI) MS is uniquely suited to such analytes; however, generalized protocols for MALDI analysis of protected peptides have yet to be demonstrated. Herein, we report an operationally simple sample preparation method for MALDI analysis of protected peptides, which greatly facilitates the collection and interpretation of MS data. In this method, the difficulty in MS analysis of protected peptides has been greatly diminished by use of dithranol as a matrix and CsCl as an additive, giving rise to intentionally-formed Cs(+) adducts. With greatly reduced fragmentation, better crystalline morphology, and easier data interpretation, we anticipate that these findings will find utility in peptide process development and manufacturing settings for reaction monitoring, troubleshooting, and quality control.
Collapse
|
21
|
Combariza MY, Savariar EN, Vutukuri DR, Thayumanavan S, Vachet RW. Polymeric inverse micelles as selective peptide extraction agents for MALDI-MS analysis. Anal Chem 2007; 79:7124-30. [PMID: 17691753 DOI: 10.1021/ac071001d] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Analyses of peptides in complex mixtures are significant challenges in proteomics applications. Here, we report an amphiphilic polymer-based nanoassembly that is capable of selectively extracting peptides, on the basis of their isoelectric points, into an immiscible organic phase from an aqueous solution. The isoelectric point (pI) cutoff in these extractions depends on the pH of the aqueous solution, and thus, sequential fractionation of peptide mixtures based on pI can be accomplished by varying the pH of the aqueous solution. Additionally, we observe an unexpected enhancement in the MALDI-MS signal for extracted peptides ionized in the presence of the polymer, which allows us to obtain reproducible ion signals for some peptides at concentrations as low as 10 pM.
Collapse
Affiliation(s)
- Marianny Y Combariza
- Department of Chemistry, University of Massachusetts, Amherst, Massachusetts 01003, USA
| | | | | | | | | |
Collapse
|
22
|
Jungbauer LM, Cavagnero S. Characterization of protein expression and folding in cell-free systems by maldi-tof mass spectrometry. Anal Chem 2007; 78:2841-52. [PMID: 16615801 DOI: 10.1021/ac052247q] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Recent advances in basic research, medicine, and biotechnology provide great motivation for the development of analytical tools to probe the behavior of target biomolecules in complex biological environments. Cell-free transcription-translation systems are an attractive medium for such studies, because they mimic several biochemical features of living cells, yet they are much more amenable to manipulation and spectroscopic analysis. However, few methods are currently available to characterize target proteins in cell-free systems. We have employed matrix-assisted laser desorption/ionization-time-of-flight (MALDI-TOF) mass spectrometry for the detection and characterization of two cell-free expressed model proteins, cold shock protein A and apomyoglobin (apoMb) in cell-free systems. We exploited a combination of multiple selective isotope-labeling patterns for the identification of both full-length proteins and their in situ-generated proteolytic fragments. MALDI-TOF mass spectrometry-detected hydrogen/deuterium exchange, performed directly in the cell-free medium, allowed the assessment of apoMb's global degree of folding. The above methods are straightforward in that they do not require high levels of protein expression and allow the efficient characterization of both protein identity and global degree of folding.
Collapse
Affiliation(s)
- Lisa M Jungbauer
- Department of Chemistry, University of Wisconsin-Madison, 1101 University Avenue, Madison, Wisconsin 53706, USA
| | | |
Collapse
|
23
|
Huang XD, Tong WW, Fan XL, Li ZH. Application of HPLC–ESI–ITMS in the quality control of carboxyterminal sequence confirmation for the recombinant DNA product Hirudin Variant 3. J Pharm Biomed Anal 2007; 43:533-9. [PMID: 17141443 DOI: 10.1016/j.jpba.2006.08.009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2006] [Revised: 08/02/2006] [Accepted: 08/08/2006] [Indexed: 10/23/2022]
Abstract
In the present study, HPLC-ESI-IT (ion-trap) MS was used for carboxyterminal (C-terminal) amino acid sequence confirmation of intact recombinant Hirudin Variant 3 (HV3) and alkylated HV3. The C-terminal amino acid sequence of HV3 was determined by the use of carboxypeptidase P (CPP), and by the combined use of carboxypeptidase P and carboxypeptidase Y (CPY). The C-terminal amino acid sequence of alkylated HV3 with 1,4-dithiothreitol (DTT) reduction was also confirmed by the combined use of CPP and CPY (abbreviated to CPP-CPY). Up to 19 amino acid residues were confirmed in the nanomolar concentration range by analyzing the molecular weights of the truncated peptides of HV3. Another five amino acids were confirmed in the nanomolar concentration range of alkylated HV3 with DTT reduction. For sequencing alkylated HV3 with DTT reduction, HV3 reduced with DTT followed by alkylation with iodoacetamide. The reaction mixture, which included alkylated HV3, DTT, and iodoacetamide, was then directly sequenced without any further pre-treatment. The reaction was designed in a time-, and concentration-dependent manner to obtain the maximum sequence information. The results showed that HPLC-ESI-ITMS cannot only determine the C-terminal amino acid sequence of HV3, but also gives important information about the enzymatic degradation and subsequent release of the C-terminal amino acids of HV3.
Collapse
Affiliation(s)
- Xiao D Huang
- School of Life Science and Technology, China Pharmaceutical University, Tongjia-Xiang 24(#), Nanjing 210009, China
| | | | | | | |
Collapse
|
24
|
Heijne WHM, Kienhuis AS, van Ommen B, Stierum RH, Groten JP. Systems toxicology: applications of toxicogenomics, transcriptomics, proteomics and metabolomics in toxicology. Expert Rev Proteomics 2006; 2:767-80. [PMID: 16209655 DOI: 10.1586/14789450.2.5.767] [Citation(s) in RCA: 119] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Toxicogenomics can facilitate the identification and characterization of toxicity, as illustrated in this review. Toxicogenomics, the application of the functional genomics technologies (transcriptomics, proteomics and metabolomics) in toxicology enables the study of adverse effects of xenobiotic substances in relation to structure and activity of the genome. The advantages and limitations of the different technologies are evaluated, and the prospects for integration of the technologies into a systems biology or systems toxicology approach are discussed. Applications of toxicogenomics in various laboratories around the world show that the crucial steps and sequence of events at the molecular level can be studied to provide detailed insights into mechanisms of toxic action. Toxicogenomics allowed for more sensitive and earlier detection of adverse effects in (animal) toxicity studies. Furthermore, the effects of exposure to mixtures could be studied in more detail. This review argues that in the (near) future, human health risk assessment will truly benefit from toxicogenomics (systems toxicology).
Collapse
|
25
|
Kozlowski S, Swann P. Current and future issues in the manufacturing and development of monoclonal antibodies. Adv Drug Deliv Rev 2006; 58:707-22. [PMID: 16828921 DOI: 10.1016/j.addr.2006.05.002] [Citation(s) in RCA: 106] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2005] [Accepted: 05/06/2006] [Indexed: 11/20/2022]
Abstract
Despite a slow beginning, monoclonal antibodies have had many successes over the past decade. It is important that these successes continue, bringing more products for more indications to market. Although manufacturing is not the most common cause of product failure, product quality issues can delay antibody development. Manufacturing has depended on the triad of process validation, process control and product testing. Applying product knowledge proactively to manufacturing (quality by design) may allow greater flexibility and maintain or improve product quality. An integrated approach to biological characterization is an important aspect of product knowledge. Greater product knowledge also facilitates development in other disciplines. Independent of manufacturing strategy, there are a number of regulatory hurdles in initial and ongoing antibody development. These are described to help prevent unnecessary delays.
Collapse
Affiliation(s)
- Steven Kozlowski
- Office of Biotechnology Products, Office of Pharmaceutical Science, Center for Drug Evaluation and Research, Food and Drug Administration, Bethesda, MD, USA.
| | | |
Collapse
|
26
|
Vanderpuije BNY, Han G, Rotello VM, Vachet RW. Mixed Monolayer-Protected Gold Nanoclusters as Selective Peptide Extraction Agents for MALDI-MS Analysis. Anal Chem 2006; 78:5491-6. [PMID: 16878887 DOI: 10.1021/ac0604181] [Citation(s) in RCA: 71] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Cationic and anionic nanoparticles selectively target peptides with low and high isoelectric points, respectively. Additionally, their high surface area-to-volume ratios make these nanoparticles (approximately 2-nm core diameter) very efficient extraction and concentration agents. Upon extraction, the peptide-bound nanoparticles can be analyzed by MALDI-MS to provide highly sensitive detection of the targeted peptides. We demonstrate that MALDI-MS can detect peptide concentrations as low as 500 pM from 250-microL solutions using these nanoparticle scaffolds as extraction and concentration agents.
Collapse
|
27
|
Witkowska D, Mieszała M, Gamian A, Staniszewska M, Czarny A, Przondo-Mordarska A, Jaquinod M, Forest E. Major structural proteins of type 1 and type 3 Klebsiella fimbriae are effective protein carriers and immunogens in conjugates as revealed from their immunochemical characterization. ACTA ACUST UNITED AC 2005; 45:221-30. [PMID: 15949924 DOI: 10.1016/j.femsim.2005.04.005] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2005] [Revised: 03/22/2005] [Accepted: 04/05/2005] [Indexed: 01/06/2023]
Abstract
Fimbriae are filamentous structures present on the cell surface of many bacteria, including genus Klebsiella. The use of fimbriae as protein carriers in conjugates may allow to formulate effective multivalent vaccines and suitable diagnostics. However, the evidences have been reported that fimbriae may enhance the inflammatory response. This prompted us to examine the degree of cytokine induction by the type 1 and type 3 Klebsiella fimbriae and their conjugates. Fimbriae were assessed as carrier proteins for Escherichia coli K12 endotoxin core oligosaccharide. MALDI-MS revealed the molecular mass of fimbrial monomer major protein, which was 15,847 Da for type 1 and 18,574 Da for type 3 fimbriae of Klebsiella. These two types of fimbriae were moderate inductors of IL-6 and interferon and almost inactive with regard to the stimulation of TNF when tested in human whole blood assay. Coupling of fimbriae with E. coli K12 core oligosaccharide gave immunogenic conjugates with respect to a saccharide ligand and protein carrier, although only 10% of the pilin monomers possessed the attached oligosaccharide. Rabbit antiserum reacted with a broad spectrum of lipopolysaccharides, as measured by ELISA and immunoblotting assays. The antibodies against glycoconjugates were bactericidal for the wild, S-type bacteria of some species. Regarding the induction of cytokines by conjugates only the TNF level was noticeably elevated. These results prompt for the practical use of fimbriae, as effective protein carriers for conjugates to obtain broad-spectrum antisera for diagnostic applications.
Collapse
Affiliation(s)
- Danuta Witkowska
- Institute of Immunology and Experimental Therapy, Polish Academy of Sciences, 53-114 Wrocław, Weigla 12, Poland
| | | | | | | | | | | | | | | |
Collapse
|
28
|
Yang S, Rothman RE. PCR-based diagnostics for infectious diseases: uses, limitations, and future applications in acute-care settings. THE LANCET. INFECTIOUS DISEASES 2004; 4:337-48. [PMID: 15172342 PMCID: PMC7106425 DOI: 10.1016/s1473-3099(04)01044-8] [Citation(s) in RCA: 552] [Impact Index Per Article: 27.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Molecular diagnostics are revolutionising the clinical practice of infectious disease. Their effects will be significant in acute-care settings where timely and accurate diagnostic tools are critical for patient treatment decisions and outcomes. PCR is the most well-developed molecular technique up to now, and has a wide range of already fulfilled, and potential, clinical applications, including specific or broad-spectrum pathogen detection, evaluation of emerging novel infections, surveillance, early detection of biothreat agents, and antimicrobial resistance profiling. PCR-based methods may also be cost effective relative to traditional testing procedures. Further advancement of technology is needed to improve automation, optimise detection sensitivity and specificity, and expand the capacity to detect multiple targets simultaneously (multiplexing). This review provides an up-to-date look at the general principles, diagnostic value, and limitations of the most current PCR-based platforms as they evolve from bench to bedside.
Collapse
Affiliation(s)
- Samuel Yang
- The Johns Hopkins University, School of Medicine, Department of Emergency Medicine, Baltimore, MD, USA
| | - Richard E Rothman
- The Johns Hopkins University, School of Medicine, Department of Emergency Medicine, Baltimore, MD, USA
- Correspondence: Dr Richard E Rothman, Department of Emergency Medicine, Johns Hopkins School of Medicine, 1830 E Monument Street, Suite 6–100, Baltimore, MD 21205, USA
| |
Collapse
|
29
|
Marvin LF, Roberts MA, Fay LB. Matrix-assisted laser desorption/ionization time-of-flight mass spectrometry in clinical chemistry. Clin Chim Acta 2003; 337:11-21. [PMID: 14568176 DOI: 10.1016/j.cccn.2003.08.008] [Citation(s) in RCA: 165] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-Tof-MS) has recently become a popular and versatile method to analyze macromolecules from biological origin. In this paper, we will review the application of MALDI-Tof-MS in clinical chemistry and biology. MALDI-Tof-MS is used in clinical chemistry, e.g. disease markers can be identified with MALDI-MS analysis in combination with 1-D and 2-D gel electrophoresis separations thanks to either peptide mass fingerprinting (PMF) or peptide sequence tag (PST) followed by data base searching. In microbiology, MALDI-Tof-MS is employed to analyze specific peptides or proteins directly desorbed from intact viruses, bacteria and spores. The capability to register biomarker ions in a broad m/z range, which are unique and representative for individual microorganisms, forms the basis of taxonomic identification of bacteria by MALDI-Tof-MS. Moreover, this technique can be applied to study either the resistance of bacteria to antibiotics or the antimicrobial compounds secreted by other bacterial species. More recently, the method was also successfully applied to DNA sequencing (genotyping) as well as screening for mutations. High-throughput genotyping of single-nucleotide polymorphisms has the potential to become a routine method for both laboratory and clinical applications. Moreover, posttranscriptional modifications of RNA can be analyzed by MALDI using nucleotide-specific RNAses combined with further fragmentation by post source decay (PSD).
Collapse
Affiliation(s)
- Laure F Marvin
- Nestlé Research Center, Nestec Ltd, Vers-chez-les-Blanc, PO Box 44, 1000 Lausanne 26, Switzerland.
| | | | | |
Collapse
|
30
|
Huang RH, Zhang Y, Wang DC. Primary structural determination of N-terminally blocked peptides from the bark of Eucommia ulmoides Oliv by mass spectrometric analysis. RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 2003; 17:903-908. [PMID: 12717762 DOI: 10.1002/rcm.999] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
Sequencing of N-terminally blocked proteins/peptides is a challenge since these molecules inhibit processing by Edman degradation. By using high accuracy Fourier transform ion cyclotron resonance (FTICR) tandem mass spectrometry and matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOFMS), the primary structures of two novel N-terminally blocked antifungal peptides (EAFP1 and EAFP2), purified from the bark of Eucommia ulmoides Oliv, have been determined. The results show that the high mass accuracy provided by FTICR mass spectrometry is effective to determine the N-terminally blocking group, and can simplify the task of spectral interpretation and improve the precision of sequence determination. The combination of MALDI-TOFMS with carboxyl peptidase Y digestion was used to determine the C-terminal 36- and 27-residue sequences of EAFP1 and EAFP2, respectively, to provide the sequence linkage information for tryptic fragments. Compared with traditional peptide chemistry the advantage of mass spectrometric techniques is their simplicity, speed and sensitivity.
Collapse
Affiliation(s)
- Ren-Huai Huang
- Center for Molecular Biology, Institute of Biophysics, Chinese Academy of Sciences, Beijing 100101, PR China
| | | | | |
Collapse
|
31
|
Mize TH, Simonsick WJ, Amster IJ. Characterization of polyesters by matrix-assisted laser desorption/ionization and Fourier transform mass spectrometry. EUROPEAN JOURNAL OF MASS SPECTROMETRY (CHICHESTER, ENGLAND) 2003; 9:473-486. [PMID: 14624017 DOI: 10.1255/ejms.571] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
Two homopolyesters, poly(neopentyl glycol-alt-isophthalic acid) and poly(hexanediol-alt-azelaic acid), and two copolyesters, poly(dipropoxylated bisphenol-A-alt-(isophthalic acid-co-adipic acid)) and poly(neopentyl glycol-alt-(adipic acid-co-isophthalic acid)) were analyzed by internal source matrix assisted laser desorption/ionization Fourier transform mass spectrometry (MALDI-FTMS). The high resolution and high mass accuracy provided by FTMS greatly facilitate the characterization of the polyester and copolyester samples. Isobaric resolution allows the ion abundances of overlapping isotopic envelopes to be assessed. Repeat units were confirmed and end functionality assigned. Single shot mass spectra of the entire polymeric distribution demonstrate that the dynamic range of this internal MALDI source instrument and the analyzer cell exceeds performance of those previously reported for higher field instruments. Corrections of space charge mass shift effects are demonstrated for the analytes using an external calibrant and (subsequent to confirmation of structure) via internal calibration which removes ambiguity due to space charge differences in calibrant and analyte spectra. Capillary gel permeation chromatography was used to prepare low polydispersity samples from a high polydispersity polyester, improving the measurement of molecular weight distribution two-fold while retaining the benefits of high resolution mass spectrometry for elucidation of oligomer identity.
Collapse
Affiliation(s)
- Todd H Mize
- FOM Institute of Atomic & Molecular Physics, Kruislaan 407, 1098 SJ Amsterdam, The Netherlands
| | | | | |
Collapse
|
32
|
Santoveña A, Oliva A, Guzman F, Patarroyo ME, Llabrés M, Fariña JB. Chromatographic characterization of synthetic peptides: SPf66 malaria vaccine. J Chromatogr B Analyt Technol Biomed Life Sci 2002; 766:3-12. [PMID: 11820294 DOI: 10.1016/s0378-4347(01)00392-9] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The development and validation of a quantitative size-exclusion chromatography (SEC) method for SPf66 malaria vaccine was achieved. The results show the reliability of the analytical method for the intended use. SPf66 malaria vaccine characterization was perforrmed using both relative techniques such as the conventional SEC and absolute techniques: mass spectrometry and multi-angle laser-light scattering detection. The relative and absolute molecular masses were in the 4600-18,000 Da range. The results clearly indicate the presence of the monomer and dimer species, whereas the third species could be the trimer or tetramer.
Collapse
Affiliation(s)
- Ana Santoveña
- Departamento de Ingeniería Química y Tecnología Farmacéutica, Facultad de Farmacia, Universidad de La Laguna, Tenerife, Spain
| | | | | | | | | | | |
Collapse
|
33
|
Nedelkov D, Nelson RW. Analysis of native proteins from biological fluids by biomolecular interaction analysis mass spectrometry (BIA/MS): exploring the limit of detection, identification of non-specific binding and detection of multi-protein complexes. Biosens Bioelectron 2001; 16:1071-8. [PMID: 11679291 DOI: 10.1016/s0956-5663(01)00229-9] [Citation(s) in RCA: 47] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Biomolecular interaction analysis mass spectrometry (BIA/MS) is a two-dimensional analytical technique that quantitatively and qualitatively detects analytes of interests. In the first dimension, surface plasmon resonance (SPR) is utilized for detection of biomolecules in their native environment. Because SPR detection is non-destructive, analyte(s) retained on the SPR-active sensor surface can be analyzed in a second dimension using matrix-assisted laser desorption/ionization time-of-flight (MALDI-TOF) mass spectrometry. The qualitative nature of the MALDI-TOF MS analysis complements the quantitative character of SPR sensing and overcomes the shortcomings of the SPR detection stemming from the inability to differentiate and characterize multi-protein complexes and non-specific binding. In this work, the benefit of performing MS analysis following SPR sensing is established. Retrieval and detection of four markers present in biological fluids (cystatin C, beta-2-microglobulin, urinary protein 1 and retinol binding protein) was explored to demonstrate the effectiveness of BIA/MS in simultaneous detection of clinically related biomarkers and delineation of non-specific binding. Furthermore, the BIA/MS limit of detection at very low SPR responses was investigated. Finally, detection of in-vivo assembled protein complexes was achieved for the first time using BIA/MS.
Collapse
Affiliation(s)
- D Nedelkov
- Intrinsic Bioprobes Inc., 625 S. Smith Rd., Suite 22, Tempe, AZ 85281, USA
| | | |
Collapse
|
34
|
Nedelkov D, Nelson RW. Analysis of human urine protein biomarkers via biomolecular interaction analysis mass spectrometry. Am J Kidney Dis 2001; 38:481-7. [PMID: 11532678 DOI: 10.1053/ajkd.2001.26831] [Citation(s) in RCA: 45] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Biomolecular interaction analysis mass spectrometry (BIA/MS) is a two-dimensional chip-based analytical technique geared toward quantitative and qualitative analysis of small volumes of biological samples. Interactions between surface-immobilized ligands and solute-borne analytes are quantitatively viewed in real time through surface plasmon resonance sensing, followed by qualitative matrix-assisted laser desorption/ionization time-of-flight MS analysis of the analyte(s) affinity-retained on the sensor surface. In this work, BIA/MS was used in the detection of a number of protein biomarkers from human urine. Small volumes of human urine were analyzed for cystatin C, beta(2)-microglobulin, urinary protein 1, and retinol-binding protein (RBP). Multiaffinity sensor surfaces were created to simultaneously and rapidly detect all four proteins in a single BIA/MS analysis on a two-flow cell sensor chip configuration. Furthermore, RBP was analyzed separately from both urine and plasma samples. Results indicate that BIA/MS can be used successfully in rapid screening of a number of urinary proteins indicated as putative biological markers for renal dysfunction.
Collapse
Affiliation(s)
- D Nedelkov
- Intrinsic Bioprobes Inc, Tempe, AZ 85281, USA.
| | | |
Collapse
|
35
|
Sathyanarayanan PV, Siems WF, Jones JP, Poovaiah BW. Calcium-stimulated autophosphorylation site of plant chimeric calcium/calmodulin-dependent protein kinase. J Biol Chem 2001; 276:32940-7. [PMID: 11399751 DOI: 10.1074/jbc.m009648200] [Citation(s) in RCA: 34] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
The existence of two molecular switches regulating plant chimeric Ca(2+)/calmodulin-dependent protein kinase (CCaMK), namely the C-terminal visinin-like domain acting as Ca(2+)-sensitive molecular switch and calmodulin binding domain acting as Ca(2+)-stimulated autophosphorylation-sensitive molecular switch, has been described (Sathyanarayanan, P. V., Cremo, C. R., and Poovaiah, B. W. (2000) J. Biol. Chem. 275, 30417-30422). Here we report the identification of Ca(2+)-stimulated autophosphorylation site of CCaMK by matrix-assisted laser desorption ionization time of flight-mass spectrometry. Thr(267) was confirmed as the Ca(2+)-stimulated autophosphorylation site by post-source decay experiments and by site-directed mutagenesis. The purified T267A mutant form of CCaMK did not show Ca(2+)-stimulated autophosphorylation, autophosphorylation-dependent variable calmodulin affinity, or Ca(2+)/calmodulin stimulation of kinase activity. Sequence comparison of CCaMK from monocotyledonous plant (lily) and dicotyledonous plant (tobacco) suggests that the autophosphorylation site is conserved. This is the first identification of a phosphorylation site specifically responding to activation by second messenger system (Ca(2+) messenger system) in plants. Homology modeling of the kinase and calmodulin binding domain of CCaMK with the crystal structure of calcium/calmodulin-dependent protein kinase 1 suggests that the Ca(2+)-stimulated autophosphorylation site is located on the surface of the kinase and far from the catalytic site. Analysis of Ca(2+)-stimulated autophosphorylation with increasing concentration of CCaMK indicates the possibility that the Ca(2+)-stimulated phosphorylation occurs by an intermolecular mechanism.
Collapse
Affiliation(s)
- P V Sathyanarayanan
- Laboratory of Plant Molecular Biology and Physiology, Department of Horticulture,Washington State University, Pullman, Washington 99164, USA
| | | | | | | |
Collapse
|
36
|
Cohen SL, Chait BT. Mass spectrometry as a tool for protein crystallography. ANNUAL REVIEW OF BIOPHYSICS AND BIOMOLECULAR STRUCTURE 2001; 30:67-85. [PMID: 11340052 DOI: 10.1146/annurev.biophys.30.1.67] [Citation(s) in RCA: 52] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Atomic resolution structure determinations of proteins by X-ray crystallography are formidable multidisciplinary undertakings, requiring protein construct design, expression and purification, crystallization trials, phase determination, and model building. Modern mass spectrometric methods can greatly facilitate these obligate tasks. Thus, mass spectrometry can be used to verify that the desired protein construct has been correctly expressed, to define compact domains in the target protein, to assess the components contained within the protein crystals, and to screen for successful incorporation of seleno-methionine and other heavy metal reagents used for phasing. In addition, mass spectrometry can be used to address issues of modeling, topology, and side-chain proximity. Here, we demonstrate how rational use of mass spectrometry assists and expedites high resolution X-ray structure determination through each stage of the process of protein crystallography.
Collapse
Affiliation(s)
- S L Cohen
- Laboratory for Mass Spectrometry and Gaseous Ion Chemistry, Rockefeller University, New York, NY 10021, USA.
| | | |
Collapse
|
37
|
Jiang Q, Taupenot L, Mahata SK, Mahata M, O'Connor DT, Miles LA, Parmer RJ. Proteolytic cleavage of chromogranin A (CgA) by plasmin. Selective liberation of a specific bioactive CgA fragment that regulates catecholamine release. J Biol Chem 2001; 276:25022-9. [PMID: 11342539 DOI: 10.1074/jbc.m101545200] [Citation(s) in RCA: 63] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Chromogranin A (CgA), the major soluble protein in catecholamine storage vesicles, serves as a prohormone that is cleaved into bioactive peptides that inhibit catecholamine release, providing an autocrine, negative feedback mechanism for regulating catecholamine responses during stress. However, the proteases responsible for the processing of CgA and release of bioactive peptides have not been established. Recently, we found that chromaffin cells express components of the plasmin(ogen) system, including tissue plasminogen activator, which is targeted to catecholamine storage vesicles and released with CgA and catecholamines in response to sympathoadrenal stimulation, and high affinity cell surface receptors for plasminogen, to promote plasminogen activation at the cell surface. In the present study, we investigated processing of CgA by plasmin and sought to identify specific bioactive CgA peptides produced by plasmin proteolysis. Highly purified human CgA (hCgA) was produced by expression in Escherichia coli and purification using metal affinity chromatography. hCgA was digested with plasmin. Matrix-assisted laser desorption/ionization mass spectrometry identified a major peptide produced with a mass/charge ratio (m/z) of 1546, corresponding uniquely to hCgA-(360-373), the identity of which was confirmed by reverse phase high pressure liquid chromatography and amino-terminal microsequencing. hCgA-(360-373) was selectively liberated by plasmin from hCgA at early time points and was stable even after prolonged exposure to plasmin. The corresponding synthetic peptide markedly inhibited nicotine-induced catecholamine release from pheochromocytoma cells. These results identify plasmin as a protease, present in the local environment of the chromaffin cell, that selectively cleaves CgA to generate a bioactive fragment, hCgA-(360-373), that inhibits nicotinic-mediated catecholamine release. These results suggest that the plasminogen/plasmin system through its interaction with CgA may play a major role in catecholaminergic function and suggest a specific mechanism as well as a discrete CgA peptide through which this effect is mediated.
Collapse
Affiliation(s)
- Q Jiang
- Department of Medicine, University of California-San Diego, 3350 La Jolla Village Dr., San Diego, CA 92161, USA
| | | | | | | | | | | | | |
Collapse
|
38
|
Deng JT, Van Lierop JE, Sutherland C, Walsh MP. Ca2+-independent smooth muscle contraction. a novel function for integrin-linked kinase. J Biol Chem 2001; 276:16365-73. [PMID: 11278951 DOI: 10.1074/jbc.m011634200] [Citation(s) in RCA: 209] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Smooth muscle contraction follows an increase in cytosolic Ca(2+) concentration, activation of myosin light chain kinase, and phosphorylation of the 20-kDa light chain of myosin at Ser(19). Several agonists acting via G protein-coupled receptors elicit a contraction without a change in [Ca(2+)](i) via inhibition of myosin light chain phosphatase and increased myosin phosphorylation. We showed that microcystin (phosphatase inhibitor)-induced contraction of skinned smooth muscle occurred in the absence of Ca(2+) and correlated with phosphorylation of myosin light chain at Ser(19) and Thr(18) by a kinase distinct from myosin light chain kinase. In this study, we identify this kinase as integrin-linked kinase. Chicken gizzard integrin-linked kinase cDNA was cloned, sequenced, expressed in E. coli, and shown to phosphorylate myosin light chain in the absence of Ca(2+) at Ser(19) and Thr(18). Subcellular fractionation revealed two distinct populations of integrin-linked kinase, including a Triton X-100-insoluble component that phosphorylates myosin in a Ca(2+)-independent manner. These results suggest a novel function for integrin-linked kinase in the regulation of smooth muscle contraction via Ca(2+)-independent phosphorylation of myosin, raise the possibility that integrin-linked kinase may also play a role in regulation of nonmuscle motility, and confirm that integrin-linked kinase is indeed a functional protein-serine/threonine kinase.
Collapse
Affiliation(s)
- J T Deng
- Smooth Muscle Research Group and Canadian Institutes of Health Research Group in Regulation of Vascular Contractility, Department of Biochemistry, University of Calgary Faculty of Medicine, Calgary, Alberta T2N 4N1, Canada
| | | | | | | |
Collapse
|
39
|
Denslow ND, Rose K, Righetti PG. Determining the identity and structure of recombinant proteins. CURRENT PROTOCOLS IN PROTEIN SCIENCE 2001; Chapter 7:Unit 7.3. [PMID: 18429198 DOI: 10.1002/0471140864.ps0703s03] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
In this unit peptide mapping protocols with separation of the constituent peptides by high-performance liquid chromatography (HPLC) analysis and by high-resolution SDS-PAGE are presented. Peptide mapping is ideally suited for comparative purposes--for example, combined analysis of the recombinant protein and its natural counterpart (or some other well-characterized standard). This unit also outlines the general strategy used to determine the linkage pattern of a monomeric recombinant protein containing two intramolecular disulfide bonds. The approach is an extension of peptide mapping, where the aim is to isolate and characterize peptides containing only a single disulfide bond. A two-dimensional electrophoretic method is also described in which the protein isoelectric point is displayed as a function of pH to yield an electrophoretic titration curve. This method is especially useful for checking for deamidation (e.g., of Asn to Asp) in which additional negative charge is introduced into the modified protein.
Collapse
Affiliation(s)
- N D Denslow
- University of Florida, Gainesville, Floria, USA
| | | | | |
Collapse
|
40
|
Henzel WJ, Stults JT. Matrix-assisted laser desorption/ionization time-of-flight mass analysis of peptides. CURRENT PROTOCOLS IN PROTEIN SCIENCE 2001; Chapter 16:Unit 16.2. [PMID: 18429129 DOI: 10.1002/0471140864.ps1602s04] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
Matrix-assisted laser desorption/ionization mass spectrometry (MALDI-MS) is one of the most useful techniques for determining the mass of biomolecules, with exceptional capabilities for mass analysis of peptides. Relative to other ionization techniques, it provides high sensitivity and excellent tolerance of salt and other common buffer components. Routine detection limits for peptides are in the subpicomole range. The ions commonly observed are the protonated molecules (M+H(+)), which makes data analysis relatively easy. This overview discusses instrument configuration and calibration, sample preparation, along with specific approaches for analyzing peptide mixtures, synthetic peptides, and chemical modifications of peptides.
Collapse
Affiliation(s)
- W J Henzel
- Genentech, Inc., South San Francisco, California, USA
| | | |
Collapse
|
41
|
Wang MZ, Fitzgerald MC. A solid sample preparation method that reduces signal suppression effects in the MALDI analysis of peptides. Anal Chem 2001; 73:625-31. [PMID: 11217772 DOI: 10.1021/ac0009090] [Citation(s) in RCA: 38] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Here we report on the application of a solid-solid (SS) sample preparation protocol for the MALDI analysis of peptides and multicomponent peptide mixtures. Our results with a series of model peptides indicate that a SS MALDI sample preparation protocol is useful for the analysis of peptides in the 1-3 kDa mass range. MALDI mass spectra recorded for peptides in this size range using a SS sample preparation were of a quality comparable to spectra recorded using a conventional dried-droplet (DD) sample preparation. Our results with several model peptide mixtures indicate that one advantage of a SS sample preparation protocol for the MALDI analysis of peptides is that it can significantly reduce signal suppression effects in multicomponent mixtures. MALDI results obtained using a SS sample preparation protocol are also more reproducible than results obtained using a conventional DD sample preparation protocol.
Collapse
Affiliation(s)
- M Z Wang
- Department of Chemistry, Duke University, Durham, North Carolina 27708, USA
| | | |
Collapse
|
42
|
Cadene M, Chait BT. A robust, detergent-friendly method for mass spectrometric analysis of integral membrane proteins. Anal Chem 2000; 72:5655-8. [PMID: 11101244 DOI: 10.1021/ac000811l] [Citation(s) in RCA: 135] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Recent breakthroughs in the high-resolution structural elucidation of ion channels and transporters are prompting a growing interest in methods for characterizing integral membrane proteins. These methods are proving extremely valuable in facilitating the production of X-ray diffraction-grade crystals. Here we present a robust and straightforward mass spectrometric procedure that utilizes matrix-assisted laser desorption/ionization to analyze integral membrane proteins in the presence of detergents. The utility of this method is illustrated with examples of high-quality mass spectral data obtained from membrane proteins for which atomic resolution structural studies are ongoing.
Collapse
Affiliation(s)
- M Cadene
- The Rockefeller University, New York, New York 10021, USA
| | | |
Collapse
|
43
|
Omori-Satoh T, Yamakawa Y, Mebs D. The antihemorrhagic factor, erinacin, from the European hedgehog (Erinaceus europaeus), a metalloprotease inhibitor of large molecular size possessing ficolin/opsonin P35 lectin domains. Toxicon 2000; 38:1561-80. [PMID: 10775756 DOI: 10.1016/s0041-0101(00)00090-8] [Citation(s) in RCA: 35] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
From muscle extracts of the European hedgehog, Erinaceus europaeus, an antihemorrhagic factor, erinacin, was purified by ammonium sulfate precipitation followed by chromatography on DEAE-cellulose, hydroxylapatite and gel filtration columns. A purification of approx. 1400-fold was achieved with an overall yield of 21% in antihemorrhagic activity. The molecular weight of erinacin determined by gel filtration was approx. 1000 kDa. SDS-PAGE of erinacin under reducing conditions indicates that it consists of two types of subunits, alpha and beta, with molecular weights of 37 and 35 kDa, respectively, in a ratio of 1:2. In the presence of 6 M guanidine-HCl, erinacin dissociates into alpha-subunits and beta-subunit decamers. From these results the subunit assembling of erinacin has been formulated as alpha(10).2beta(10). The molecular weight of the subunits and of the beta-subunit decamer was confirmed by MALDI-TOF mass spectrometry. Erinacin inhibits the hemorrhagic and proteolytic activity of the major hemorrhagic metalloprotease from the venom of Bothrops jararaca. Complete inhibition was achieved in an equimolar mixture of inhibitor and enzyme suggesting an equimolar complex. Erinacin is not inhibiting serine proteases such as trypsin and chymotrypsin, it was characterized to be a metalloprotease inhibitor. In electronmicroscopy, flower bouquet-like structures characteristic for some animal lectins were observed. Amino acid sequence analysis indicated that both subunits are almost identical and are composed of common amino terminal, collagen- and fibrinogen-like domains homologous to proteins of the ficolin/opsonin P35 lectin family.
Collapse
Affiliation(s)
- T Omori-Satoh
- Japan Science and Technology Corporation and Queen Saovabha Memorial Institute, Thai Red Cross Society, Bangkok, Thailand
| | | | | |
Collapse
|
44
|
Doukov T, Seravalli J, Stezowski JJ, Ragsdale SW. Crystal structure of a methyltetrahydrofolate- and corrinoid-dependent methyltransferase. Structure 2000; 8:817-30. [PMID: 10997901 DOI: 10.1016/s0969-2126(00)00172-6] [Citation(s) in RCA: 61] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
BACKGROUND Methyltetrahydrofolate, corrinoid iron-sulfur protein methyltransferase (MeTr), catalyzes a key step in the Wood-Ljungdahl pathway of carbon dioxide fixation. It transfers the N5-methyl group from methyltetrahydrofolate (CH3-H4folate) to a cob(I)amide center in another protein, the corrinoid iron-sulfur protein. MeTr is a member of a family of proteins that includes methionine synthase and methanogenic enzymes that activate the methyl group of methyltetra-hydromethano(or -sarcino)pterin. We report the first structure of a protein in this family. RESULTS We determined the crystal structure of MeTr from Clostridium thermoaceticum at 2.2 A resolution using multiwavelength anomalous diffraction methods. The overall architecture presents a new functional class of the versatile triose phosphate isomerase (TIM) barrel fold. The MeTr tertiary structure is surprisingly similar to the crystal structures of dihydropteroate synthetases despite sharing less than 20% sequence identity. This homology permitted the methyl-H4folate binding site to be modeled. The model suggests extensive conservation of the pterin ring binding residues in the polar active sites of the methyltransferases and dihydropteroate synthetases. The most significant structural difference between these enzymes is in a loop structure above the active site. It is quite open in MeTr, where it can be modeled as the cobalamin binding site. CONCLUSIONS The MeTr structure consists of a TIM barrel that embeds methyl-H4folate and cobamide. All related methyltransferases are predicted to fold into a similar TIM barrel pattern and have a similar pterin and cobamide binding site. The observed structure is consistent with either a 'front' (N5) or 'back' (C8a) side protonation of CH3-H4folate, a key step that enhances the electrophilic character of the methyl group, activating it for nucleophilic attack by Co(I).
Collapse
Affiliation(s)
- T Doukov
- Department of Chemistry, University of Nebraska-Lincoln, 68503, USA
| | | | | | | |
Collapse
|
45
|
Jackson PE, Scholl PF, Groopman JD. Mass spectrometry for genotyping: an emerging tool for molecular medicine. MOLECULAR MEDICINE TODAY 2000; 6:271-6. [PMID: 10859563 DOI: 10.1016/s1357-4310(00)01698-1] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Recent technological innovations have made proteins and nucleic acids accessible to mass spectrometric analysis. As a result of their inherently high specificity, accuracy and throughput, there is considerable interest in developing mass spectrometric methods for genotype analysis in clinical diagnostic and research applications. This review outlines some of the most promising genotyping methods developed using electrospray and matrix-assisted laser-desorption-ionization mass spectrometry.
Collapse
Affiliation(s)
- P E Jackson
- Department of Environmental Health Sciences, Johns Hopkins University, Baltimore, MD 21205, USA.
| | | | | |
Collapse
|
46
|
McDermott MJ, Weber E, Hunter S, Stedman KE, Best E, Frank GR, Wang R, Escudero J, Kuner J, McCall C. Identification, cloning, and characterization of a major cat flea salivary allergen (Cte f 1). Mol Immunol 2000; 37:361-75. [PMID: 11074254 DOI: 10.1016/s0161-5890(00)00061-4] [Citation(s) in RCA: 38] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
An 18 kDa protein isolated from saliva of the cat flea, Ctenocephalides felis, elicits a positive intradermal skin test (IDST) in 100 and 80% of experimental and clinical flea allergic dogs, respectively. Using solid-phase enzyme-linked immuno assay (ELISA), this protein detected IgE in 100 and 80% of experimental and clinical flea allergic dogs, respectively. A cDNA (pFSI) encoding a full-length Cte f 1 protein was isolated from a C. felis salivary gland cDNA library, using a combination of PCR and hybridization screening. This cDNA is 658 bp in length, and contains an open reading frame of 528 bp. The open reading frame encodes a protein of 176 amino acids, consisting of an 18 amino acid signal sequence and a 158 amino acid mature protein. The calculated molecular weight and pI of the mature protein are 18106 Da and 9.3, respectively. The protein, named Cte f 1, is the first novel major allergen described for canine flea allergy. Recombinant Cte f 1 (rCte f 1) was expressed in Escherichia coli, Pichia pastoris and baculovirus infected Trichoplusia ni cells. Approximately, 90% of the rCte f 1 expressed in E. coli accumulated in insoluble inclusion bodies, which could be refolded to a soluble mixture of disulfide isomers with partial IgE binding activity. Small quantities of an apparently correctly refolded form of rCte f 1, which had IgE binding activity equal to the native antigen, was isolated from the soluble fraction of E. coli cells. However, P. pastoris and baculovirus infected insect cells expressed and secreted a fully processed, correctly refolded and fully active form of rCte f 1. Mass spectrometry analysis of the active forms of rCte f 1confirmed that eight intact disulfide bonds were present, matching the number observed in the native allergen. The relative ability of rCte f 1 to bind IgE in the serum of flea allergic animals, produced in these three expression systems, matched that of the native allergen. Competition ELISA demonstrated that approximately 90% of the specific IgE binding to native Cte f 1 could be blocked by the different forms of rCte f 1.
Collapse
Affiliation(s)
- M J McDermott
- Heska Corporation, 1613 Prospect Parkway, Fort Collins, CO 80525, USA.
| | | | | | | | | | | | | | | | | | | |
Collapse
|
47
|
Villanueva J, Canals F, Villegas V, Querol E, Avilés FX. Hydrogen exchange monitored by MALDI-TOF mass spectrometry for rapid characterization of the stability and conformation of proteins. FEBS Lett 2000; 472:27-33. [PMID: 10781799 DOI: 10.1016/s0014-5793(00)01418-6] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF MS) has been used to monitor hydrogen exchange on entire proteins. Two alternative methods have been used to carry out the hydrogen exchange studies, exchanging deuteron (H to D experiments) or proton (D to H experiments). In the former case, the use of a deuterated matrix has made possible to overcome back-exchange problems and attain reproducible results. The methods presented have been used to determine the slow exchange core of the potato carboxypeptidase inhibitor in different folding states, and to differentially compare the activation domain of human procarboxypeptidase A2 versus three site-directed mutants of different conformational stability. In this work, we show that by using MALDI-TOF MS to monitor hydrogen exchange in entire proteins, it is possible to rapidly check the folding state of a protein and characterize mutational effects on protein conformation and stability, while requiring minimal amounts of sample.
Collapse
Affiliation(s)
- J Villanueva
- Institut de Biologia Fonamental and Departament de Bioquímica, Universitat Autònoma de Barcelona, 08193, Bellaterra, Spain
| | | | | | | | | |
Collapse
|
48
|
Abstract
Rapid advances in genomic sequencing, bioinformatics, and analytical instrumentation have created the field of proteomics, which at present is based largely on two-dimensional electrophoresis (2-DE) separation of complex protein mixtures and identification of individual proteins using mass spectrometry. These analyses provide a wealth of data, which upon further evaluation leads to many questions regarding the structure and function of the proteins. The challenge of answering these questions create a need for high-specificity approaches that may be used in the analysis of biomolecular recognition events and interacting partners, and thereby places great demands on general protein characterization instrumentation and the types of analyses they need to perform. Over the past five years we have been actively involved in interfacing two general, instrumental techniques, surface plasmon resonance-biomolecular interaction analysis (SPR-BIA) and matrix-assisted laser desorption/ionization time-of-flight (MALDI-TOF) mass spectrometry, into a single concerted approach for use in the functional and structural characterization of proteins. Reviewed here is the recent progress made using biomolecular interaction analysis - mass spectrometry (BIA-MS) in the detailed characterization of proteins and protein-protein interactions and the development of biosensor chip mass spectrometry (BCMS) as a new chip-based proteomics approach.
Collapse
Affiliation(s)
- R W Nelson
- Intrinsic Bioprobes, Inc., Tempe, AZ 85281, USA.
| | | | | |
Collapse
|
49
|
Cerezo S, Cortés J, Galvan D, López-Romero JM, Moreno-Mañas M, Pleixats R, Avilés FX, Canals F, Roglans A. Application of matrix-assisted laser desorption/ionization time-of-flight mass spectrometry to the structure determination of medium and large macrocycles formed by palladium(0)-catalyzed allylation of arenesulfonamides, sulfamide, and cyanamide. RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 1999; 13:2359-2365. [PMID: 10567935 DOI: 10.1002/(sici)1097-0231(19991215)13:23<2359::aid-rcm799>3.0.co;2-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
Matrix-assisted laser desorption/ionization time-of-flight mass spectrometry allowed the direct determination of the extent of macrocyclic and linear oligomer formation in the palladium(0)-catalyzed allylation of highly acidic and non-nucleophilic arenesulfonamides, sulfamide, and cyanamide. Palladium-containing 15-membered-ring macrocyclic compounds gave unusual [M - H](+) ions besides [M + Na](+) and [M + K](+) adducts. Copyright 1999 John Wiley & Sons, Ltd.
Collapse
Affiliation(s)
- S Cerezo
- Department of Chemistry, Universitat Autònoma de Barcelona, Bellaterra, 08193-Barcelona, Spain
| | | | | | | | | | | | | | | | | |
Collapse
|
50
|
An investigation of residue-specific contributions to peptide desorption in MALDI-TOF mass spectrometry. ACTA ACUST UNITED AC 1999. [DOI: 10.1007/bf02443624] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
|