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Šebela M. The use of matrix-assisted laser desorption/ionization mass spectrometry in enzyme activity assays and its position in the context of other available methods. MASS SPECTROMETRY REVIEWS 2023; 42:1008-1031. [PMID: 34549449 DOI: 10.1002/mas.21733] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/08/2021] [Revised: 08/28/2021] [Accepted: 08/30/2021] [Indexed: 06/13/2023]
Abstract
Activity assays are indispensable for studying biochemical properties of enzymes. The purposes of measuring activity are wide ranging from a simple detection of the presence of an enzyme to kinetic experiments evaluating the substrate specificity, reaction mechanisms, and susceptibility to inhibitors. Common activity assay methods include spectroscopy, electrochemical sensors, or liquid chromatography coupled with various detection techniques. This review focuses on the use of matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF MS) as a growing and modern alternative, which offers high speed of analysis, sensitivity, versatility, possibility of automation, and cost-effectiveness. It may reveal reaction intermediates, side products or measure more enzymes at once. The addition of an internal standard or calculating the ratios of the substrate and product peak intensities and areas overcome the inherent inhomogeneous distribution of analyte and matrix in the sample spot, which otherwise results in a poor reproducibility. Examples of the application of MALDI-TOF MS for assaying hydrolases (including peptidases and β-lactamases for antibiotic resistance tests) and other enzymes are provided. Concluding remarks summarize advantages and challenges coming from the present experience, and draw future perspectives such as a screening of large libraries of chemical compounds for their substrate or inhibitory properties towards enzymes.
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Affiliation(s)
- Marek Šebela
- Department of Biochemistry, Faculty of Science, and CATRIN, Palacký University, Olomouc, Czech Republic
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Differential stability of therapeutic peptides with different proteolytic cleavage sites in blood, plasma and serum. PLoS One 2017; 12:e0178943. [PMID: 28575099 PMCID: PMC5456363 DOI: 10.1371/journal.pone.0178943] [Citation(s) in RCA: 200] [Impact Index Per Article: 28.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2017] [Accepted: 05/22/2017] [Indexed: 01/18/2023] Open
Abstract
Proteolytic degradation of peptide-based drugs is often considered as major weakness limiting systemic therapeutic applications. Therefore, huge efforts are typically devoted to stabilize sequences against proteases present in serum or plasma, obtained as supernatants after complete blood coagulation or centrifugation of blood supplemented with anticoagulants, respectively. Plasma and serum are reproducibly obtained from animals and humans allowing consistent for clinical analyses and research applications. However, the spectrum of active or activated proteases appears to vary depending on the activation of proteases and cofactors during coagulation (serum) or inhibition of such enzymes by anticoagulants (plasma), such as EDTA (metallo- and Ca2+-dependent proteases) and heparin (e.g. thrombin, factor Xa). Here, we studied the presumed effects on peptide degradation by taking blood via cardiac puncture of CD-1 mice using a syringe containing a peptide solution. Due to absence of coagulation activators (e.g. glass surfaces and damaged cells), visible blood clotting was prevented allowing to study peptide degradation for one hour. The remaining peptide was quantified and the degradation products were identified using mass spectrometry. When the degradation rates (half-life times) were compared to serum derived freshly from the same animal and commercial serum and plasma samples, peptides of three different families showed indeed considerably different stabilities. Generally, peptides were faster degraded in serum than in plasma, but surprisingly all peptides were more stable in fresh blood and the order of degradation rates among the peptides varied among the six different incubation experiments. This indicates, that proteolytic degradation of peptide-based therapeutics may often be misleading stimulating efforts to stabilize peptides at degradation sites relevant only in vitro, i.e., for serum or plasma stability assays, but of lower importance in vivo.
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Hmmier A, O'Brien ME, Lynch V, Clynes M, Morgan R, Dowling P. Proteomic analysis of bronchoalveolar lavage fluid (BALF) from lung cancer patients using label-free mass spectrometry. BBA CLINICAL 2017; 7:97-104. [PMID: 28331811 PMCID: PMC5357681 DOI: 10.1016/j.bbacli.2017.03.001] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/16/2016] [Revised: 02/08/2017] [Accepted: 03/01/2017] [Indexed: 02/07/2023]
Abstract
BACKGROUND Lung cancer is the leading cause of cancer-related mortality in both men and women throughout the world. The need to detect lung cancer at an early, potentially curable stage, is essential and may reduce mortality by 20%. The aim of this study was to identify distinct proteomic profiles in bronchoalveolar fluid (BALF) and plasma that are able to discriminate individuals with benign disease from those with non-small cell lung cancer (NSCLC). METHODS Using label-free mass spectrometry analysis of BALF during discovery-phase analysis, a significant number of proteins were found to have different abundance levels when comparing control to adenocarcinoma (AD) or squamous cell lung carcinoma (SqCC). Validation of candidate biomarkers identified in BALF was performed in a larger cohort of plasma samples by detection with enzyme-linked immunoassay. RESULTS Four proteins (Cystatin-C, TIMP-1, Lipocalin-2 and HSP70/HSPA1A) were selected as a representative group from discovery phase mass spectrometry BALF analysis. Plasma levels of TIMP-1, Lipocalin-2 and Cystatin-C were found to be significantly elevated in AD and SqCC compared to control. CONCLUSION The results presented in this study indicate that BALF is an important proximal biofluid for the discovery and identification of candidate lung cancer biomarkers. GENERAL SIGNIFICANCE There is good correlation between the trend of protein abundance levels in BALF and that of plasma which validates this approach to develop a blood biomarker to aid lung cancer diagnosis, particularly in the era of lung cancer screening. The protein signatures identified also provide insight into the molecular mechanisms associated with lung malignancy.
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Affiliation(s)
- Abduladim Hmmier
- Department of Biology, Maynooth University, Maynooth, Co. Kildare, Ireland; BioNano Integration Research Group, Biotechnology Research Centre, Tripoli, Libya
| | | | - Vincent Lynch
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
| | - Martin Clynes
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
| | - Ross Morgan
- Department of Respiratory Medicine, Beaumont Hospital, Dublin 9, Ireland
| | - Paul Dowling
- Department of Biology, Maynooth University, Maynooth, Co. Kildare, Ireland
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Jambunathan K, Galande AK. Sample collection in clinical proteomics--proteolytic activity profile of serum and plasma. Proteomics Clin Appl 2014; 8:299-307. [PMID: 24723329 DOI: 10.1002/prca.201300037] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2013] [Revised: 02/23/2014] [Accepted: 04/03/2014] [Indexed: 01/14/2023]
Abstract
PURPOSE Proteolytic enzymes are promising diagnostic targets since they play key roles in diverse physiological processes and have been implicated in numerous human diseases. Human blood is a relatively noninvasive source for disease-specific protease biomarker detection and subsequent translation into diagnostic tests. However, the choice of serum or plasma, and more specifically, which anticoagulant to choose in plasma preparation, is important to address in the sample preparation phase of biomarker discovery. EXPERIMENTAL DESIGN We have previously utilized a combinatorial library of internally quenched fluorogenic probes to successfully map the global proteolytic profiles of various biological fluids. In this study, we utilized the platform to ascertain the impact of three commonly used anticoagulants (EDTA, heparin, and citrate) on the proteolytic activity profile of plasma and serum collected from a healthy Caucasian male. RESULTS Serum and plasma citrate were observed to be most proteolytically active, followed by plasma heparin and then plasma EDTA. Detailed analysis of the amino acid distribution of motifs cleaved and not cleaved by the samples offered significant insights in to active proteolytic components within them. CONCLUSION AND CLINICAL RELEVANCE Broad quantitative comparison of proteolytic profiles of these samples revealed several novel insights related to the differential substrate recognition of proteases present in these biological fluids.
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Affiliation(s)
- Kalyani Jambunathan
- Biosciences Division, Center for Chemical Biology, SRI International, Harrisonburg, VA, USA
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Jambunathan K, Watson DS, Najvar LK, Wiederhold NP, Kirkpatrick WR, Patterson TF, Askew DS, Kodukula K, Galande AK. Prolyl endopeptidase activity in bronchoalveolar lavage fluid: a novel diagnostic biomarker in a guinea pig model of invasive pulmonary aspergillosis. Med Mycol 2013; 51:592-602. [DOI: 10.3109/13693786.2012.761360] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023] Open
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Jambunathan K, Welsh GI, Kodukula K, Saleem MA, Galande AK. Proteolytic Enzymes as Biomarkers of Focal Segmental Glomerulosclerosis. Drug Dev Res 2013. [DOI: 10.1002/ddr.21062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- Kalyani Jambunathan
- Center for Advanced Drug Research (CADRE); Biosciences Division; SRI International; Harrisonburg; VA; 22802; USA
| | - Gavin I. Welsh
- Academic Renal Unit; South-mead Hospital; University of Bristol; Bristol; BS10 5NB; UK
| | | | - Moin A. Saleem
- Academic Renal Unit; South-mead Hospital; University of Bristol; Bristol; BS10 5NB; UK
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Jambunathan K, Watson DS, Kodukula K, Galande AK. Proteolytic fingerprinting of complex biological samples using combinatorial libraries of fluorogenic probes. CURRENT PROTOCOLS IN PROTEIN SCIENCE 2012; Chapter 21:21.22.1-21.22.14. [PMID: 23151745 PMCID: PMC3518868 DOI: 10.1002/0471140864.ps2122s70] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Proteases have garnered interest as candidate biomarkers and therapeutic targets for many human diseases. A key challenge is the identification and characterization of disease-relevant proteases in the complex milieu of biological fluids such as serum, plasma, and bronchoalveolar lavage, in which a multitude of hydrolases act in concert. This unit describes a protocol to map the global proteolytic substrate specificities of complex biological samples using a concise combinatorial library of internally quenched fluorogenic peptide probes (IQFPs). This substrate profiling approach provides a global and quantitative comparison of protease specificities between different biological samples. Such a comparative analysis can lead to the identification of disease-specific 'fingerprints' of proteolytic activities with potential utility in diagnosis and therapy.
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Affiliation(s)
| | | | | | - Amit K. Galande
- To whom correspondence should be addressed. Center for Advanced Drug Research, Biosciences Division, SRI International, Harrisonburg, Virginia 22802, USA. Phone: 540-438-6621; Fax: 540-438-6601;
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Jambunathan K, Watson DS, Endsley AN, Kodukula K, Galande AK. Comparative analysis of the substrate preferences of two post-proline cleaving endopeptidases, prolyl oligopeptidase and fibroblast activation protein α. FEBS Lett 2012; 586:2507-12. [PMID: 22750443 DOI: 10.1016/j.febslet.2012.06.015] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2012] [Revised: 06/05/2012] [Accepted: 06/06/2012] [Indexed: 11/29/2022]
Abstract
Post-proline cleaving peptidases are promising therapeutic targets for neurodegenerative diseases, psychiatric conditions, metabolic disorders, and many cancers. Prolyl oligopeptidase (POP; E.C. 3.4.21.26) and fibroblast activation protein α (FAP; E.C. 3.4.24.B28) are two post-proline cleaving endopeptidases with very similar substrate specificities. Both enzymes are implicated in numerous human diseases, but their study is impeded by the lack of specific substrate probes. We interrogated a combinatorial library of proteolytic substrates and identified novel and selective substrates of POP and FAP. These new sequences will be useful as probes for fundamental biochemical study, scaffolds for inhibitor design, and triggers for controlled drug delivery.
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Findeisen P, Costina V, Yepes D, Hofheinz R, Neumaier M. Functional protease profiling with reporter peptides in serum specimens of colorectal cancer patients: demonstration of its routine diagnostic applicability. JOURNAL OF EXPERIMENTAL & CLINICAL CANCER RESEARCH : CR 2012; 31:56. [PMID: 22682081 PMCID: PMC3780806 DOI: 10.1186/1756-9966-31-56] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/17/2012] [Accepted: 04/04/2012] [Indexed: 01/18/2023]
Abstract
Background The progression of many solid tumors is characterized by the release of tumor-associated proteases and the detection of tumor specific proteolytic activity in serum specimens is a promising diagnostic tool in oncology. Here we describe a mass spectrometry-based functional proteomic profiling approach that tracks the ex-vivo degradation of a synthetic endoprotease substrate in serum specimens of colorectal tumor patients. Methods A reporter peptide (RP) with the amino acid sequence WKPYDAAD was synthesized that has a known cleavage site for the cysteine-endopeptidase cancer procoagulant (EC 3.4.22.26). The RP was added to serum specimens from colorectal cancer patients (n = 30), inflammatory controls (n = 30) and healthy controls (n = 30) and incubated under strictly standardized conditions. The proteolytic fragment of the RP was quantified with liquid chromatography / mass spectrometry (LC/MS). Results RP-spiking showed good intra- and inter-day reproducibility with coefficients of variation (CVs) that did not exceed a value of 10%. The calibration curve for the anchor peptide was linear in the concentration range of 0.4 – 50 μmol/L. The median concentration of the RP-fragment in serum specimens from tumor patients (TU: 17.6 μmol/L, SD 9.0) was significantly higher when compared to non-malignant inflammatory controls (IC: 11.1 μmol/L, SD 6.1) and healthy controls (HC: 10.3 μmol/L, SD 3.1). Highest area under receiver operating characteristic (AUROC) values were seen for discrimination of TU versus HC (0.89) followed by TU versus IC (0.77). IC and HC could barely be separated indicated by an AUROC value of 0.57. The proteolytic activity towards the RP was conserved in serum specimens that were kept at room temperature for up to 24 hours prior to the analysis. Conclusion The proteolytic cleavage of reporter peptides is a surrogate marker for tumor associated proteolytic activity in serum specimens of cancer patients. A simple, robust and highly reproducible LC/MS method has been developed that allows the quantification of proteolytic fragments in serum specimens. The preanalytical impact of sample handling is minimal as the tumor-associated proteolytic activity towards the reporter peptide is stable for at least up to 24 h. Taken together, the functional protease profiling shows characteristics that are in line with routinely performed diagnostic assays. Further work will focus on the identification of additional reporter peptides for the construction of a multiplex assay to increase diagnostic accuracy of the functional protease profiling.
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Affiliation(s)
- Peter Findeisen
- Institute for Clinical Chemistry, Medical Faculty Mannheim of the University of Heidelberg, University Hospital Mannheim, Theodor-Kutzer-Ufer 1-3, Mannheim, Germany.
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Watson DS, Feng X, Askew DS, Jambunathan K, Kodukula K, Galande AK. Substrate specifity profiling of the Aspergillus fumigatus proteolytic secretome reveals consensus motifs with predominance of Ile/Leu and Phe/Tyr. PLoS One 2011; 6:e21001. [PMID: 21695046 PMCID: PMC3117871 DOI: 10.1371/journal.pone.0021001] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2011] [Accepted: 05/16/2011] [Indexed: 01/12/2023] Open
Abstract
Background The filamentous fungus Aspergillus fumigatus (AF) can cause devastating infections in immunocompromised individuals. Early diagnosis improves patient outcomes but remains challenging because of the limitations of current methods. To augment the clinician's toolkit for rapid diagnosis of AF infections, we are investigating AF secreted proteases as novel diagnostic targets. The AF genome encodes up to 100 secreted proteases, but fewer than 15 of these enzymes have been characterized thus far. Given the large number of proteases in the genome, studies focused on individual enzymes may overlook potential diagnostic biomarkers. Methodology and Principal Findings As an alternative, we employed a combinatorial library of internally quenched fluorogenic probes (IQFPs) to profile the global proteolytic secretome of an AF clinical isolate in vitro. Comparative protease activity profiling revealed 212 substrate sequences that were cleaved by AF secreted proteases but not by normal human serum. A central finding was that isoleucine, leucine, phenylalanine, and tyrosine predominated at each of the three variable positions of the library (44.1%, 59.1%, and 57.0%, respectively) among substrate sequences cleaved by AF secreted proteases. In contrast, fewer than 10% of the residues at each position of cleaved sequences were cationic or anionic. Consensus substrate motifs were cleaved by thermostable serine proteases that retained activity up to 50°C. Precise proteolytic cleavage sites were reliably determined by a simple, rapid mass spectrometry-based method, revealing predominantly non-prime side specificity. A comparison of the secreted protease activities of three AF clinical isolates revealed consistent protease substrate specificity fingerprints. However, secreted proteases of A. flavus, A. nidulans, and A. terreus strains exhibited striking differences in their proteolytic signatures. Conclusions This report provides proof-of-principle for the use of protease substrate specificity profiling to define the proteolytic secretome of Aspergillus fumigatus. Expansion of this technique to protease secretion during infection could lead to development of novel approaches to fungal diagnosis.
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Affiliation(s)
- Douglas S. Watson
- Center for Advanced Drug Research, Biosciences Division, SRI International, Harrisonburg, Virginia, United States of America
| | - Xizhi Feng
- Department of Pathology & Laboratory Medicine, University of Cincinnati College of Medicine, Cincinnati, Ohio, United States of America
| | - David S. Askew
- Department of Pathology & Laboratory Medicine, University of Cincinnati College of Medicine, Cincinnati, Ohio, United States of America
| | - Kalyani Jambunathan
- Center for Advanced Drug Research, Biosciences Division, SRI International, Harrisonburg, Virginia, United States of America
| | - Krishna Kodukula
- Center for Advanced Drug Research, Biosciences Division, SRI International, Harrisonburg, Virginia, United States of America
| | - Amit K. Galande
- Center for Advanced Drug Research, Biosciences Division, SRI International, Harrisonburg, Virginia, United States of America
- * E-mail:
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