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Araújo JE, López-Fernández H, Diniz MS, Baltazar PM, Pinheiro LC, da Silva FC, Carrascal M, Videira P, Santos HM, Capelo JL. Dithiothreitol-based protein equalization technology to unravel biomarkers for bladder cancer. Talanta 2017; 180:36-46. [PMID: 29332824 DOI: 10.1016/j.talanta.2017.11.063] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2017] [Revised: 11/25/2017] [Accepted: 11/28/2017] [Indexed: 12/16/2022]
Abstract
This study aimed to assess the benefits of dithiothreitol (DTT)-based sample treatment for protein equalization to assess potential biomarkers for bladder cancer. The proteome of plasma samples of patients with bladder carcinoma, patients with lower urinary tract symptoms (LUTS) and healthy volunteers, was equalized with dithiothreitol (DTT) and compared. The equalized proteomes were interrogated using two-dimensional gel electrophoresis and matrix assisted laser desorption ionization time of flight mass spectrometry. Six proteins, namely serum albumin, gelsolin, fibrinogen gamma chain, Ig alpha-1 chain C region, Ig alpha-2 chain C region and haptoglobin, were found dysregulated in at least 70% of bladder cancer patients when compared with a pool of healthy individuals. One protein, serum albumin, was found overexpressed in 70% of the patients when the equalized proteome of the healthy pool was compared with the equalized proteome of the LUTS patients. The pathways modified by the proteins differentially expressed were analyzed using Cytoscape. The method here presented is fast, cheap, of easy application and it matches the analytical minimalism rules as outlined by Halls. Orthogonal validation was done using western-blot. Overall, DTT-based protein equalization is a promising methodology in bladder cancer research.
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Affiliation(s)
- J E Araújo
- BIOSCOPE Research Group, UCIBIO-REQUIMTE, Department of Chemistry, Faculdade de Ciência e Tecnologia, Universidade NOVA de Lisboa, 2829-516 Caparica, Portugal; PROTEOMASS Scientific Society, Madan Parque, Rua dos Inventores, 2825-182 Caparica, Portugal
| | - H López-Fernández
- BIOSCOPE Research Group, UCIBIO-REQUIMTE, Department of Chemistry, Faculdade de Ciência e Tecnologia, Universidade NOVA de Lisboa, 2829-516 Caparica, Portugal; SING Research Group, Escuela Superior de Ingeniería Informática, University of Vigo, Edificio Politécnico, Campus Universitario As Lagoas s/n, 32004 Ourense, Spain; Centro de Investigaciones Biomédicas (Centro Singular de Investigación de Galicia), Vigo, Spain
| | - M S Diniz
- Biotox Group, UCIBIO-REQUIMTE, Department of Chemistry, Faculdade de Ciências e Tecnologia, Universidade NOVA de Lisboa, 2829-516 Caparica, Portugal
| | - Pedro M Baltazar
- Serviço de Urologia, Centro Hospital de Lisboa Central, Lisboa, Portugal; Faculdade de Ciências Médicas, Universidade NOVA de Lisboa, Lisboa, Portugal
| | - Luís Campos Pinheiro
- Serviço de Urologia, Centro Hospital de Lisboa Central, Lisboa, Portugal; Faculdade de Ciências Médicas, Universidade NOVA de Lisboa, Lisboa, Portugal
| | - Fernando Calais da Silva
- Serviço de Urologia, Centro Hospital de Lisboa Central, Lisboa, Portugal; Faculdade de Ciências Médicas, Universidade NOVA de Lisboa, Lisboa, Portugal
| | - Mylène Carrascal
- Glycoimmunology Group, UCIBIO, Departamento Ciências da Vida, Faculdade de Ciência e Tecnologia, Universidade NOVA de Lisboa, Caparica, Portugal
| | - Paula Videira
- Glycoimmunology Group, UCIBIO, Departamento Ciências da Vida, Faculdade de Ciência e Tecnologia, Universidade NOVA de Lisboa, Caparica, Portugal
| | - H M Santos
- BIOSCOPE Research Group, UCIBIO-REQUIMTE, Department of Chemistry, Faculdade de Ciência e Tecnologia, Universidade NOVA de Lisboa, 2829-516 Caparica, Portugal; PROTEOMASS Scientific Society, Madan Parque, Rua dos Inventores, 2825-182 Caparica, Portugal
| | - J L Capelo
- BIOSCOPE Research Group, UCIBIO-REQUIMTE, Department of Chemistry, Faculdade de Ciência e Tecnologia, Universidade NOVA de Lisboa, 2829-516 Caparica, Portugal; PROTEOMASS Scientific Society, Madan Parque, Rua dos Inventores, 2825-182 Caparica, Portugal.
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A cost-effective method to get insight into the peritoneal dialysate effluent proteome. J Proteomics 2016; 145:207-213. [PMID: 27216641 DOI: 10.1016/j.jprot.2016.05.010] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2016] [Revised: 04/13/2016] [Accepted: 05/07/2016] [Indexed: 11/21/2022]
Abstract
Protein depletion with acetonitrile and protein equalization with dithiothreitol have been assessed with success as proteomics tools for getting insight into the peritoneal dialysate effluent proteome. The methods proposed are cost-effective, fast and easy of handling, and they match the criteria of analytical minimalism: low sample volume and low reagent consumption. Using two-dimensional gel electrophoresis and peptide mass fingerprinting, a total of 72 unique proteins were identified. Acetonitrile depletes de PDE proteome from high-abundance proteins, such as albumin, and enriches the sample in apolipo-like proteins. Dithiothreitol equalizes the PDE proteome by diminishing the levels of albumin and enriching the extract in immunoglobulin-like proteins. The annotation per gene ontology term reveals the same biological paths being affected for patients undergoing peritoneal dialysis, namely that the largest number of proteins lost through peritoneal dialysate are extracellular proteins involved in regulation processes through binding. SIGNIFICANCE Renal failure is a growing problem worldwide, and particularly in Europe where the population is getting older.
Up-to-date there is a focus of interest in peritoneal dialysis (PD), as it provides a better quality of life and autonomy of the patients than other renal replacement therapies such as haemodialysis. However, PD can only be used during a short period of years, as the peritoneum lost its permeability through time. Therefore to make a breakthrough in PD and consequently contribute to better healthcare system it is urgent to find a group of biomarkers of peritoneum degradation.
Here we report on two cost-effective methods for protein depletion in peritoneal dialysate effluent (PDE). The use of ACN and DTT over PDE to deplete high abundant proteins or to equalize the concentration of proteins, respectively, performs well and with similar protein profiles than when the same chemicals are used in human plasma samples.
ACN depletes de PDE proteome from large proteins, such as albumin, and enriches the sample in apolipoproteins.
DTT equalizes the PDE proteome by diminishing the levels of large proteins such as albumin and enriching the extract in immunoglobulins.
Although the number and type of proteins identified are different, the annotation per gene ontology term reveals the same biological paths being affected for patients undergoing peritoneal dialysate. Thus, the largest number of proteins lost through peritoneal dialysate belongs to the group of extracellular proteins involved in regulation processes through binding. As for the searching of biomarkers, DTT seems to be the most promising of the two methods because acts as an equalizer and it allows interrogating more proteins in the same sample.
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Probe-based chemical modulations of tissues for IMS. J Proteomics 2012; 75:4921-4930. [PMID: 22634403 DOI: 10.1016/j.jprot.2012.05.025] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2012] [Revised: 05/14/2012] [Accepted: 05/17/2012] [Indexed: 12/20/2022]
Abstract
Chemical modulation imaging over a tissue is gaining momentum in the field of mass spectrometry. Some endogenous or exogenous compounds present in a tissue can be visualized by imaging mass spectrometry after chemical derivatization. This approach gives researchers the possibility to elude chemical interferences in components of the tissues, such as lipids or salts, as well as interferences caused by the matrix. The use of primary and secondary antibodies, the chemical derivatization of peptides and small molecules, and the use of (18)O labeling are various examples reviewed in this article to demonstrate the importance and potential of this emerging aspect of imaging mass spectrometry.
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Santos HM, Kouvonen P, Capelo JL, Corthals GL. Isotopic labelling of peptides in tissues enhances mass spectrometric profiling. RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 2012; 26:254-262. [PMID: 22223310 DOI: 10.1002/rcm.5325] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
RATIONALE There is a need in imaging mass spectrometry to use the acquired isotope distribution to unequivocally determine the identity of a peptide ion. A way of achieving unambiguous differentiation of ions from protonated peptides from other [M + H](+) ions in a tissue would be via the direct on-tissue incorporation of (18)O into peptides. METHODS Tissues were first digested with trypsin for 3 h at 37 °C in a humidified chamber. For the (18)O-labelling of digested peptides 1 μL of H(2)(18)O/50 mM ammonium acetate (at pH 6.75) was added to the array of tryptic spots and incubated at room temperature for 20 min. α-Cyano-4-hydroxycinnamic acid was used as a matrix modifier. The mass spectral analysis of tissue sections was carried out using a matrix-assisted laser desorption/ionisation tandem time-of-flight (MALDI-TOF-TOF) instrument. RESULTS On-tissue incorporation of (18)O into peptides cannot be carried out during the digestion step inside a humidified chamber. After tissue digestion for 3 h at 37 °C in an humidified chamber, (18)O labelling was carried out for 20 min at room temperature (no humidified chamber). No trypsin was needed to enhance the labelling. CONCLUSIONS For first time the feasibility of (18)O-labelling of peptides in situ for tissues has been demonstrated. The method decouples protein digestion from peptide labelling and is performed in sequential steps. Furthermore, we observed that (18)O incorporation produces characteristic isotopic peptide distributions, thus making facile distinguishing peptides from other tissue molecular components that ionise in the MALDI ion source.
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Affiliation(s)
- Hugo M Santos
- REQUIMTE-CQFB, Departamento de Química, Faculdade de Ciências e Tecnologia, Universidade Nova de Lisboa, Campus de Caparica, 2829-516, Caparica, Portugal
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Dycka F, Bobal P, Mazanec K, Bobalova J. Rapid and efficient protein enzymatic digestion: an experimental comparison. Electrophoresis 2011; 33:288-95. [PMID: 22170586 DOI: 10.1002/elps.201100123] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2010] [Revised: 08/02/2011] [Accepted: 08/10/2011] [Indexed: 11/08/2022]
Abstract
The major objective of proteomics is to identify and examine the large numbers of proteins extracted from complex biological systems. This is generally achieved by combining various techniques of protein separation with a mass spectrometric analysis of proteins that are digested enzymatically. Recently, several alternatives to this standard protocol have been developed for efficient and fast protein digestion. One option is the use of modified trypsin instead of native trypsin for the in-gel digestion of proteins. Microwave, ultrasonic-assisted protein enzymatic digestion and proteolysis accelerated by infrared radiation are other suitable alternatives. The application of the variable performance of the fast enzymatic digestion of proteins by using different techniques is reported here. The advantage of these methods is to have the ability to detect proteins in a shorter span of time. For example, using alternative protein digestion takes only minutes, in contrast to the several hours required by conventional methods. To demonstrate the suitability of this fast procedure, the digestion of carbonic anhydrase, bovine serum albumin, lysozyme and proteins extracted from plants (Hordeum vulgare, Arabidopsis thaliana) were used. Considering that the required reaction time for the conventional method is much longer, these applied methodic approaches tend to give in-gel digestion a much higher efficiency rating. This study examines the fast, efficient and low-cost proteolytic strategies for the digestion process, and for protein identification based on the use of ultrasound and infrared technology. In addition, comparisons of the applied techniques were studied. Several differences were found, suggesting the potential use of proteolysis accelerated by infrared radiation.
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Affiliation(s)
- Filip Dycka
- Institute of Analytical Chemistry of the ASCR, Brno, Czech Republic
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