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Feist P, Hummon AB. Proteomic challenges: sample preparation techniques for microgram-quantity protein analysis from biological samples. Int J Mol Sci 2015; 16:3537-63. [PMID: 25664860 PMCID: PMC4346912 DOI: 10.3390/ijms16023537] [Citation(s) in RCA: 180] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2014] [Accepted: 01/29/2015] [Indexed: 12/22/2022] Open
Abstract
Proteins regulate many cellular functions and analyzing the presence and abundance of proteins in biological samples are central focuses in proteomics. The discovery and validation of biomarkers, pathways, and drug targets for various diseases can be accomplished using mass spectrometry-based proteomics. However, with mass-limited samples like tumor biopsies, it can be challenging to obtain sufficient amounts of proteins to generate high-quality mass spectrometric data. Techniques developed for macroscale quantities recover sufficient amounts of protein from milligram quantities of starting material, but sample losses become crippling with these techniques when only microgram amounts of material are available. To combat this challenge, proteomicists have developed micro-scale techniques that are compatible with decreased sample size (100 μg or lower) and still enable excellent proteome coverage. Extraction, contaminant removal, protein quantitation, and sample handling techniques for the microgram protein range are reviewed here, with an emphasis on liquid chromatography and bottom-up mass spectrometry-compatible techniques. Also, a range of biological specimens, including mammalian tissues and model cell culture systems, are discussed.
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Affiliation(s)
- Peter Feist
- Department of Chemistry and Biochemistry, Integrated Biomedical Sciences Program, and the Harper Cancer Research Institute, 251 Nieuwland Science Hall, University of Notre Dame, Notre Dame, IN 46556, USA.
| | - Amanda B Hummon
- Department of Chemistry and Biochemistry, Integrated Biomedical Sciences Program, and the Harper Cancer Research Institute, 251 Nieuwland Science Hall, University of Notre Dame, Notre Dame, IN 46556, USA.
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Zhou H, Ning Z, E. Starr A, Abu-Farha M, Figeys D. Advancements in Top-Down Proteomics. Anal Chem 2011; 84:720-34. [DOI: 10.1021/ac202882y] [Citation(s) in RCA: 72] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Affiliation(s)
- Hu Zhou
- Ottawa Institute of Systems Biology, Department of Biochemistry, Microbiology and Immunology, University of Ottawa, Ottawa, Ontario, K1H8M5
- Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China 201203
| | - Zhibing Ning
- Ottawa Institute of Systems Biology, Department of Biochemistry, Microbiology and Immunology, University of Ottawa, Ottawa, Ontario, K1H8M5
| | - Amanda E. Starr
- Ottawa Institute of Systems Biology, Department of Biochemistry, Microbiology and Immunology, University of Ottawa, Ottawa, Ontario, K1H8M5
| | - Mohamed Abu-Farha
- Biochemistry and Molecular Biology Unit, Dasman Diabetes Institute, Dasman 15462, Kuwait
| | - Daniel Figeys
- Ottawa Institute of Systems Biology, Department of Biochemistry, Microbiology and Immunology, University of Ottawa, Ottawa, Ontario, K1H8M5
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Evaluation of a solution isoelectric focusing protocol as an alternative to ion exchange chromatography for charge-based proteome prefractionation. J Chromatogr B Analyt Technol Biomed Life Sci 2009; 877:807-13. [DOI: 10.1016/j.jchromb.2009.02.024] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2008] [Revised: 12/10/2008] [Accepted: 02/07/2009] [Indexed: 11/19/2022]
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Zhong H, Yun D, Zhang C, Yang P, Fan H, He F. Comprehensive proteome analysis of mouse liver by ampholyte-free liquid-phase isoelectric focusing. Electrophoresis 2008; 29:2372-80. [DOI: 10.1002/elps.200700654] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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Yildiz PB, Shyr Y, Rahman JSM, Wardwell NR, Zimmerman LJ, Shakhtour B, Gray WH, Chen S, Li M, Roder H, Liebler DC, Bigbee WL, Siegfried JM, Weissfeld JL, Gonzalez AL, Ninan M, Johnson DH, Carbone DP, Caprioli RM, Massion PP. Diagnostic accuracy of MALDI mass spectrometric analysis of unfractionated serum in lung cancer. J Thorac Oncol 2007; 2:893-901. [PMID: 17909350 PMCID: PMC4220686 DOI: 10.1097/jto.0b013e31814b8be7] [Citation(s) in RCA: 94] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
PURPOSE There is a critical need for improvements in the noninvasive diagnosis of lung cancer. We hypothesized that matrix-assisted laser desorption ionization mass spectrometry (MALDI MS) analysis of the most abundant peptides in the serum may distinguish lung cancer cases from matched controls. PATIENTS AND METHODS We used MALDI MS to analyze unfractionated serum from a total of 288 cases and matched controls split into training (n = 182) and test sets (n = 106). We used a training-testing paradigm with application of the model profile defined in a training set to a blinded test cohort. RESULTS Reproducibility and lack of analytical bias was confirmed in quality-control studies. A serum proteomic signature of seven features in the training set reached an overall accuracy of 78%, a sensitivity of 67.4%, and a specificity of 88.9%. In the blinded test set, this signature reached an overall accuracy of 72.6 %, a sensitivity of 58%, and a specificity of 85.7%. The serum signature was associated with the diagnosis of lung cancer independently of gender, smoking status, smoking pack-years, and C-reactive protein levels. From this signature, we identified three discriminatory features as members of a cluster of truncated forms of serum amyloid A. CONCLUSIONS We found a serum proteomic profile that discriminates lung cancer from matched controls. Proteomic analysis of unfractionated serum may have a role in the noninvasive diagnosis of lung cancer and will require methodological refinements and prospective validation to achieve clinical utility.
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MESH Headings
- Adenocarcinoma/blood
- Adenocarcinoma/pathology
- Biomarkers, Tumor/blood
- Blood Proteins/metabolism
- Carcinoma, Large Cell/blood
- Carcinoma, Large Cell/pathology
- Carcinoma, Non-Small-Cell Lung/blood
- Carcinoma, Non-Small-Cell Lung/pathology
- Carcinoma, Small Cell/blood
- Carcinoma, Small Cell/pathology
- Case-Control Studies
- Chromatography, Liquid
- Cohort Studies
- Female
- Humans
- Lung Neoplasms/blood
- Lung Neoplasms/pathology
- Male
- Middle Aged
- Neoplasm Proteins/metabolism
- Neoplasm Staging
- Neoplasms, Squamous Cell/blood
- Neoplasms, Squamous Cell/pathology
- Prognosis
- Proteomics
- Sensitivity and Specificity
- Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization
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Affiliation(s)
- Pinar B. Yildiz
- Division of Allergy, Pulmonary and Critical Care Medicine, Nashville, Tennessee
- Specialized Program of Research Excellence in Lung Cancer, , Nashville, Tennessee
| | - Yu Shyr
- Specialized Program of Research Excellence in Lung Cancer, , Nashville, Tennessee
- Department of Biostatistics, Nashville, Tennessee
| | | | - Noel R. Wardwell
- Division of Allergy, Pulmonary and Critical Care Medicine, Nashville, Tennessee
| | | | | | | | - Shuo Chen
- Department of Biostatistics, Nashville, Tennessee
| | - Ming Li
- Department of Biostatistics, Nashville, Tennessee
| | | | | | - William L. Bigbee
- Specialized Program of Research Excellence in Lung Cancer University of Pittsburgh Cancer Institute, Hillman Cancer Center, Pittsburgh, Pennsylvania
| | - Jill M. Siegfried
- Specialized Program of Research Excellence in Lung Cancer University of Pittsburgh Cancer Institute, Hillman Cancer Center, Pittsburgh, Pennsylvania
| | - Joel L. Weissfeld
- Specialized Program of Research Excellence in Lung Cancer University of Pittsburgh Cancer Institute, Hillman Cancer Center, Pittsburgh, Pennsylvania
| | | | - Mathew Ninan
- Department of Thoracic Surgery, Vanderbilt University, Nashville, Tennessee
| | - David H. Johnson
- Division of Hematology–Oncology, Department of Medicine, Nashville, Tennessee
- Specialized Program of Research Excellence in Lung Cancer, , Nashville, Tennessee
| | - David P. Carbone
- Division of Hematology–Oncology, Department of Medicine, Nashville, Tennessee
- Specialized Program of Research Excellence in Lung Cancer, , Nashville, Tennessee
| | - Richard M. Caprioli
- Specialized Program of Research Excellence in Lung Cancer, , Nashville, Tennessee
- Department of Biochemistry, Nashville, Tennessee
| | - Pierre P. Massion
- Division of Allergy, Pulmonary and Critical Care Medicine, Nashville, Tennessee
- Specialized Program of Research Excellence in Lung Cancer, , Nashville, Tennessee
- Veterans Affairs Medical Center, Nashville, Tennessee
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Carrette O, Burkhard PR, Hughes S, Hochstrasser DF, Sanchez JC. Truncated cystatin C in cerebrospiral fluid: Technical artefact or biological process? Proteomics 2005; 5:3060-5. [PMID: 16021609 DOI: 10.1002/pmic.200402039] [Citation(s) in RCA: 74] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
Cystatin C, a low molecular weight cysteine proteinase inhibitor present in human body fluids at physiological concentrations, is more expressed in cerebrospinal fluid (CSF) than in plasma. Mass spectrometric characterization showed that after 3 months of storage of human CSF at -20 degrees C, cystatin C was cleaved in the peptide bond between R8 and L9 and lost its eight N-termini amino acids, whereas this cleavage did not occur when stored at -80 degrees C. This truncation occurred in all CSF samples studied irrespective of the underlying neurological status, indicating a storage-related artefact rather than a physiological or pathological processing of the protein. These results stress the importance of optimal preanalytical storage conditions of any sample prior to proteomics studies.
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Affiliation(s)
- Odile Carrette
- Biomedical Proteomics Research Group, Geneva University Hospital and Medical School, 1 rue Michel Servet, CH-1211 Geneva 4, Switzerland.
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Abstract
New genomic and proteomic techniques offer remarkable promise as tools to address longstanding questions regarding molecular mechanisms involved in the control of breathing. Here, these techniques are described. Additionally, recent examples of the application of these and related molecular techniques are provided-particularly including observations regarding the role of S-nitrosylation signaling reactions in regulating ventilatory responses.
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Affiliation(s)
- Benjamin Gaston
- Pediatric Respiratory Medicine, University of Virginia Health System, Post Office Box 800386, Charlottesville, VA 22908, USA.
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Abstract
The CNS is shielded from systemic influences by two separate barriers, the blood-brain barrier (BBB) and the blood-to-CSF barrier. Failure of either barrier bears profound significance in the etiology and diagnosis of several neurological diseases. Furthermore, selective opening of BBB tight junctions provides an opportunity for delivery of otherwise BBB impermeant drugs. Peripheral assessment of BBB opening can be achieved by detection in blood of brain-specific proteins that extravasate when these endothelial junctions are breached. We developed a proteomic approach to discover clusters of CNS-specific proteins with extravasation into serum that correlates with BBB openings. Protein profiles from blood samples obtained from patients undergoing iatrogenic BBB disruption (BBBD) with intra-arterial hyperosmotic mannitol were compared with pre-BBB opening serum. A low molecular weight protein (14 kDa) identified by mass spectroscopy as transthyretin (TTR) consistently correlated with BBBD. Protein gel electrophoresis and immunodetection confirmed that TTR was indeed extravasated in its monomeric form when CNS barriers were breached. The time course of TTR extravasation was compared with release from the brain of another BBB integrity marker, S-100beta (11 kDa). Kinetic analysis revealed that the appearance of S-100beta, presumably originating from perivascular astrocytic end feet, preceded extravasation of TTR by several minutes. Because TTR is localized primarily in choroid plexus and, as a soluble monomer, in CSF, we concluded that although S-100beta is a marker of BBB integrity, TTR instead may be a peripheral tracer of blood-to-cerebrospinal barrier.
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Zhu K, Yan F, O'Neil KA, Hamler R, Lubman DM, Lin L, Barder TJ. Proteomic Analysis Using 2‐D Liquid Separations of Intact Proteins From Whole‐Cell Lysates. ACTA ACUST UNITED AC 2003; Chapter 23:23.3.1-23.3.28. [DOI: 10.1002/0471140864.ps2303s34] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Affiliation(s)
- Kan Zhu
- The University of Michigan Ann Arbor Michigan
| | - Fang Yan
- The University of Michigan Ann Arbor Michigan
| | | | - Rick Hamler
- The University of Michigan Ann Arbor Michigan
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Westman-Brinkmalm A, Davidsson P. Comparison of preparative and analytical two-dimensional electrophoresis for isolation and matrix-assisted laser desorption/ionization-time-of-flight mass spectrometric analysis of transthyretin in cerebrospinal fluid. Anal Biochem 2002; 301:161-7. [PMID: 11814286 DOI: 10.1006/abio.2001.5487] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
The variety of posttranslational modifications and the relative abundance of transthyretin (TTR) in cerebrospinal fluid (CSF) make TTR a suitable model molecule when comparing the performance of different combinations of methods for characterization of CSF proteins. We have compared three different electrophoretic methods: conventional two-dimensional gel electrophoresis (2-DE), liquid-phase isoelectric focusing (IEF) as a prefractionation step in combination with analytical 2-DE, and preparative 2-DE for isolation and mass spectrometric analysis of TTR in CSF. Using liquid-phase IEF in combination with 2-DE compared with conventional 2-DE improved the sequence coverage of TTR. Only the mass spectrum from the preparative 2-DE fraction contained a tryptic peptide from the first nine amino acids, thereby yielding 100% sequence coverage. Our results show that the use of a prefractionation step before 2-DE or the use of preparative 2-DE increases the sequence coverage and provide low abundant proteins in complex biological systems in sufficient quantities for protein characterization with mass spectrometry.
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Nilsson CL, Davidsson P. New separation tools for comprehensive studies of protein expression by mass spectrometry. MASS SPECTROMETRY REVIEWS 2000; 19:390-397. [PMID: 11199378 DOI: 10.1002/1098-2787(2000)19:6<390::aid-mas2>3.0.co;2-1] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
Mass spectrometry has emerged as a core technique for protein identification and characterization because of its high sensitivity, accuracy, and speed of analysis. The most widespread strategy for studying global protein expression in biological systems employs analytical two-dimensional polyacrylamide gel electrophoresis (2D PAGE) followed by enzymatic degradation of isolated protein spots, peptide mapping, and bioinformatics searches. Using this method, thousands of proteins can be resolved in a gel and their expression quantified. However, certain types of proteins possessing important cellular functions are not easily analyzed using this strategy. These proteins include membrane, low copy number, highly basic, and very large (> 150 kDa) and small (< 10 kDa) proteins. To meet the growing need to simultaneously monitor all types of proteins in a biological system, new separation strategies have emerged that are amenable to hyphenation to mass spectrometric techniques. This article will review these new techniques and examine their usefulness in studies of protein expression.
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Affiliation(s)
- C L Nilsson
- Institute of Medical Biochemistry, Göteborg University, Box 440, SE-405 30 Göteborg, Sweden.
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Bergquist J, Andersen O, Westman A. Rapid Method to Characterize Mutations in Transthyretin in Cerebrospinal Fluid from Familial Amyloidotic Polyneuropathy Patients by Use of Matrix-assisted Laser Desorption/Ionization Time-of-Flight Mass Spectrometry. Clin Chem 2000. [DOI: 10.1093/clinchem/46.9.1293] [Citation(s) in RCA: 21] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
Abstract
Background: Familial amyloidotic polyneuropathy (FAP) type I, the most common dominantly inherited form of amyloidosis, is caused by a Val-to-Met point mutation at position 30 (Val30→Met) in the protein transthyretin. Mass spectrometric analysis can identify modification of proteins, such as point mutations, acetylation, phosphorylation, sulfation, oxidation, and glycosylation.
Methods: Matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF MS) spectra from cerebrospinal fluid (CSF) drawn from a patient with FAP were compared with CSF from controls. We also isolated transthyretin with a Centrisart molecular size cutoff filter and performed high-accuracy peptide mass mapping to localize the site of the amino acid substitution (Val30→Met).
Results: Mass spectra of transthyretin were produced directly from human CSF as well as from CSF after a simple prepurification method without immunoprecipitation. On-target tryptic digestion and MALDI-MS verified mass spectrometric peak identification. The point mutation was still detectable in CSF after hepatic transplantation.
Conclusions: It is possible to diagnose FAP by a rapid MALDI-TOF MS analysis using only 100 μL of CSF, with only 250 nL actually consumed on target. The approach may also be useful to monitor production of mutated transthyretin by choroid plexus, especially after liver transplantation.
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Affiliation(s)
- Jonas Bergquist
- Institute of Clinical Neuroscience, Department of Psychiatry and Neurochemistry, and
- Institute of Chemistry, Department of Analytical Chemistry, Uppsala University, PO Box 531, SE-751 21 Uppsala, Sweden
| | - Oluf Andersen
- Department of Neurology, Göteborg University, Sahlgrenska University Hospital, SE-43/#80 Mölndal, Sweden
| | - Ann Westman
- Institute of Clinical Neuroscience, Department of Psychiatry and Neurochemistry, and
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Abstract
Mass spectrometry (MS) has become the technique of choice to identify proteins. This has been largely accomplished by the combination of high-resolution two-dimensional (2-D) gel separation with robotic sample preparation, automated MS measurement, data analysis, and database query. Developments during the last five years in MS associated with protein gel separation are reviewed.
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Affiliation(s)
- H W Lahm
- F. Hoffmann-LaRoche Ltd., Pharmaceutical Research, Roche Genetics, Basel, Switzerland.
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