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Oliveira-Silva R, Wang Y, Nooteboom SW, Prazeres DMF, Paulo PMR, Zijlstra P. Single-Particle Plasmon Sensor to Monitor Proteolytic Activity in Real Time. ACS Appl Opt Mater 2023; 1:1661-1669. [PMID: 37915971 PMCID: PMC10616847 DOI: 10.1021/acsaom.3c00226] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/04/2023] [Revised: 08/22/2023] [Accepted: 08/23/2023] [Indexed: 11/03/2023]
Abstract
We have established a label-free plasmonic platform that monitors proteolytic activity in real time. The sensor consists of a random array of gold nanorods that are functionalized with a design peptide that is specifically cleaved by thrombin, resulting in a blueshift of the longitudinal plasmon. By monitoring the plasmon of many individual nanorods, we determined thrombin's proteolytic activity in real time and inferred relevant kinetic parameters. Furthermore, a comparison to a kinetic model revealed that the plasmon shift is dictated by a competition between peptide cleavage and thrombin binding, which have opposing effects on the measured plasmon shift. The dynamic range of the sensor is greater than two orders of magnitude, and it is capable of detecting physiologically relevant levels of active thrombin down to 3 nM in buffered conditions. We expect these plasmon-mediated label-free sensors to open the window to a range of applications stretching from the diagnostic and characterization of bleeding disorders to fundamental proteolytic and pharmacological studies.
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Affiliation(s)
- Rui Oliveira-Silva
- MBx
Molecular Biosensing, Department of Applied Physics and Institute
for Complex Molecular Systems, Eindhoven
University of Technology, P.O. Box 513, 5600 MB Eindhoven, The Netherlands
- iBB
− Institute for Biotechnology and Bioengineering, Instituto
Superior Técnico, Universidade de
Lisboa, 1049-001 Lisboa, Portugal
- Associate
Laboratory i4HB—Institute for Health and Bioeconomy, Instituto
Superior Técnico, Universidade de
Lisboa, 1049-001 Lisboa, Portugal
| | - Yuyang Wang
- MBx
Molecular Biosensing, Department of Applied Physics and Institute
for Complex Molecular Systems, Eindhoven
University of Technology, P.O. Box 513, 5600 MB Eindhoven, The Netherlands
| | - Sjoerd W. Nooteboom
- MBx
Molecular Biosensing, Department of Applied Physics and Institute
for Complex Molecular Systems, Eindhoven
University of Technology, P.O. Box 513, 5600 MB Eindhoven, The Netherlands
| | - Duarte M. F. Prazeres
- iBB
− Institute for Biotechnology and Bioengineering, Instituto
Superior Técnico, Universidade de
Lisboa, 1049-001 Lisboa, Portugal
- Associate
Laboratory i4HB—Institute for Health and Bioeconomy, Instituto
Superior Técnico, Universidade de
Lisboa, 1049-001 Lisboa, Portugal
| | - Pedro M. R. Paulo
- CQE—Centro
de Química Estrutural, Institute of Molecular Sciences, Instituto
Superior Técnico, Universidade de
Lisboa, Avenida Rovisco Pais 1, 1049-001 Lisboa, Portugal
| | - Peter Zijlstra
- MBx
Molecular Biosensing, Department of Applied Physics and Institute
for Complex Molecular Systems, Eindhoven
University of Technology, P.O. Box 513, 5600 MB Eindhoven, The Netherlands
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Oliveira-Silva R, Sousa-Jerónimo M, Botequim D, Silva NJO, Paulo PMR, Prazeres DMF. Monitoring Proteolytic Activity in Real Time: A New World of Opportunities for Biosensors. Trends Biochem Sci 2020; 45:604-618. [PMID: 32386890 PMCID: PMC7199732 DOI: 10.1016/j.tibs.2020.03.011] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2019] [Revised: 03/09/2020] [Accepted: 03/17/2020] [Indexed: 12/12/2022]
Abstract
Proteases play a pivotal role in several biological processes, from digestion, cell proliferation, and differentiation to fertility. Deregulation of protease metabolism can result in several pathological conditions (i.e., cancer, neurodegenerative disorders, and others). Therefore, monitoring proteolytic activity in real time could have a fundamental role in the early diagnosis of these diseases. Herein, the main approaches used to develop biosensors for monitoring proteolytic activity are reviewed. A comparison of the advantages and disadvantages of each approach is provided along with a discussion of their importance and promising opportunities for the early diagnosis of severe diseases. This new era of biosensors can be characterized by the ability to control and monitor biological processes, ultimately improving the potential of personalized medicine.
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Affiliation(s)
- Rui Oliveira-Silva
- iBB - Institute for Bioengineering and Biosciences, Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais 1, 1049-001 Lisboa, Portugal; Department of Applied Physics, Eindhoven University of Technology, 5600, MB, Eindhoven, The Netherlands; CICECO - Aveiro Institute of Materials and Departamento de Física, Universidade de Aveiro, 3810-193 Aveiro, Portugal.
| | - Mariana Sousa-Jerónimo
- iBB - Institute for Bioengineering and Biosciences, Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais 1, 1049-001 Lisboa, Portugal
| | - David Botequim
- iBB - Institute for Bioengineering and Biosciences, Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais 1, 1049-001 Lisboa, Portugal; Centro de Química Estrutural, Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais 1, 1049-001 Lisboa, Portugal
| | - Nuno J O Silva
- CICECO - Aveiro Institute of Materials and Departamento de Física, Universidade de Aveiro, 3810-193 Aveiro, Portugal
| | - Pedro M R Paulo
- Centro de Química Estrutural, Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais 1, 1049-001 Lisboa, Portugal
| | - Duarte M F Prazeres
- iBB - Institute for Bioengineering and Biosciences, Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais 1, 1049-001 Lisboa, Portugal
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Oliveira-Silva R, Sousa-Jerónimo M, Botequim D, Silva NJO, Prazeres DMF, Paulo PMR. Density Gradient Selection of Colloidal Silver Nanotriangles for Assembling Dye-Particle Plasmophores. Nanomaterials (Basel) 2019; 9:E893. [PMID: 31216629 PMCID: PMC6631754 DOI: 10.3390/nano9060893] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/09/2019] [Revised: 06/07/2019] [Accepted: 06/11/2019] [Indexed: 12/20/2022]
Abstract
A simple method based on sucrose density gradient centrifugation is proposed here for the fractionation of colloidal silver nanotriangles. This method afforded particle fractions with surface plasmon resonances, spanning from red to infrared spectral ranges that could be used to tune optical properties for plasmonic applications. This feature was exemplified by selecting silver nanotriangle samples with spectral overlap with Atto-655 dye's absorption and emission in order to assemble dye-particle plasmophores. The emission brightness of an individual plasmophore, as characterized by fluorescence correlation spectroscopy, is at least 1000-fold more intense than that of a single Atto-655 dye label, which renders them as promising platforms for the development of fluorescence-based nanosensors.
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Affiliation(s)
- Rui Oliveira-Silva
- iBB-Institute for Bioengineering and Biosciences, Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais 1, 1049-001 Lisboa, Portugal.
- Departamento de Física and CICECO, Aveiro Institute of Materials, Universidade de Aveiro, 3810-193 Aveiro, Portugal.
| | - Mariana Sousa-Jerónimo
- iBB-Institute for Bioengineering and Biosciences, Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais 1, 1049-001 Lisboa, Portugal.
| | - David Botequim
- iBB-Institute for Bioengineering and Biosciences, Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais 1, 1049-001 Lisboa, Portugal.
- Centro de Química Estrutural, Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais 1, 1049-001 Lisboa, Portugal.
| | - Nuno J O Silva
- Departamento de Física and CICECO, Aveiro Institute of Materials, Universidade de Aveiro, 3810-193 Aveiro, Portugal.
| | - Duarte M F Prazeres
- iBB-Institute for Bioengineering and Biosciences, Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais 1, 1049-001 Lisboa, Portugal.
| | - Pedro M R Paulo
- Centro de Química Estrutural, Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais 1, 1049-001 Lisboa, Portugal.
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Bastos AR, Vicente CMS, Oliveira-Silva R, Silva NJO, Tacão M, Costa JPD, Lima M, André PS, Ferreira RAS. Integrated Optical Mach-Zehnder Interferometer Based on Organic-Inorganic Hybrids for Photonics-on-a-Chip Biosensing Applications. Sensors (Basel) 2018. [PMID: 29534514 PMCID: PMC5877377 DOI: 10.3390/s18030840] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
The development of portable low-cost integrated optics-based biosensors for photonics-on-a-chip devices for real-time diagnosis are of great interest, offering significant advantages over current analytical methods. We report the fabrication and characterization of an optical sensor based on a Mach-Zehnder interferometer to monitor the growing concentration of bacteria in a liquid medium. The device pattern was imprinted on transparent self-patternable organic-inorganic di-ureasil hybrid films by direct UV-laser, reducing the complexity and cost production compared with lithographic techniques or three-dimensional (3D) patterning using femtosecond lasers. The sensor performance was evaluated using, as an illustrative example, E. coli cell growth in an aqueous medium. The measured sensitivity (2 × 10-4 RIU) and limit of detection (LOD = 2 × 10-4) are among the best values known for low-refractive index contrast sensors. Furthermore, the di-ureasil hybrid used to produce this biosensor has additional advantages, such as mechanical flexibility, thermal stability, and low insertion losses due to fiber-device refractive index mismatch (~1.49). Therefore, the proposed sensor constitutes a direct, compact, fast, and cost-effective solution for monitoring the concentration of lived-cells.
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Affiliation(s)
- Ana R Bastos
- Department of Physics and CICECO-Aveiro Institute of Materials, University of Aveiro, 3810-193 Aveiro, Portugal.
- Instituto de Telecomunicações, University of Aveiro, 3810-193 Aveiro, Portugal.
- Department of Electronics, Telecommunications and Informatics, University of Aveiro, 3810-193 Aveiro, Portugal.
| | - Carlos M S Vicente
- Department of Physics and CICECO-Aveiro Institute of Materials, University of Aveiro, 3810-193 Aveiro, Portugal.
- Instituto de Telecomunicações, University of Aveiro, 3810-193 Aveiro, Portugal.
| | - Rui Oliveira-Silva
- Department of Physics and CICECO-Aveiro Institute of Materials, University of Aveiro, 3810-193 Aveiro, Portugal.
| | - Nuno J O Silva
- Department of Physics and CICECO-Aveiro Institute of Materials, University of Aveiro, 3810-193 Aveiro, Portugal.
| | - Marta Tacão
- Department of Biology and CESAM, University of Aveiro, 3810-193 Aveiro, Portugal.
| | - João P da Costa
- Department of Chemistry and CESAM, University of Aveiro, 3810-193 Aveiro, Portugal.
| | - Mário Lima
- Instituto de Telecomunicações, University of Aveiro, 3810-193 Aveiro, Portugal.
- Department of Electronics, Telecommunications and Informatics, University of Aveiro, 3810-193 Aveiro, Portugal.
| | - Paulo S André
- Department of Electric and Computer Engineering and Instituto de Telecomunicações, Instituto Superior Técnico, Universidade de Lisboa, 1049-001 Lisbon, Portugal.
| | - Rute A S Ferreira
- Department of Physics and CICECO-Aveiro Institute of Materials, University of Aveiro, 3810-193 Aveiro, Portugal.
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Carrola J, Bastos V, Jarak I, Oliveira-Silva R, Malheiro E, Daniel-da-Silva AL, Oliveira H, Santos C, Gil AM, Duarte IF. Metabolomics of silver nanoparticles toxicity in HaCaT cells: structure-activity relationships and role of ionic silver and oxidative stress. Nanotoxicology 2016; 10:1105-17. [PMID: 27144425 DOI: 10.1080/17435390.2016.1177744] [Citation(s) in RCA: 64] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
The widespread use of silver nanoparticles (AgNPs) is accompanied by a growing concern regarding their potential risks to human health, thus calling for an increased understanding of their biological effects. The aim of this work was to systematically study the extent to which changes in cellular metabolism were dependent on the properties of AgNPs, using NMR metabolomics. Human skin keratinocytes (HaCaT cells) were exposed to citrate-coated AgNPs of 10, 30 or 60 nm diameter and to 30 nm AgNPs coated either with citrate (CIT), polyethylene glycol (PEG) or bovine serum albumin (BSA), to assess the influence of NP size and surface chemistry. Overall, CIT-coated 60 nm and PEG-coated 30 nm AgNPs had the least impact on cell viability and metabolism. The role of ionic silver and reactive oxygen species (ROS)-mediated effects was also studied, in comparison to CIT-coated 30 nm particles. At concentrations causing an equivalent decrease in cell viability, Ag(+ )ions produced a change in the metabolic profile that was remarkably similar to that seen for AgNPs, the main difference being the lesser impact on the Krebs cycle and energy metabolism. Finally, this study newly reported that while down-regulated glycolysis and disruption of energy production were common to AgNPs and H2O2, the impact on some metabolic pathways (GSH synthesis, glutaminolysis and the Krebs cycle) was independent of ROS-mediated mechanisms. In conclusion, this study shows the ability of NMR metabolomics to define subtle biochemical changes induced by AgNPs and demonstrates the potential of this approach for rapid, untargeted screening of pre-clinical toxicity of nanomaterials in general.
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Affiliation(s)
- Joana Carrola
- a CICECO - Aveiro Institute of Materials, Department of Chemistry , University of Aveiro , Aveiro , Portugal
| | - Verónica Bastos
- b CESAM & Laboratory of Biotechnology and Cytomics, Department of Biology, University of Aveiro , Aveiro , Portugal , and
| | - Ivana Jarak
- a CICECO - Aveiro Institute of Materials, Department of Chemistry , University of Aveiro , Aveiro , Portugal
| | - Rui Oliveira-Silva
- a CICECO - Aveiro Institute of Materials, Department of Chemistry , University of Aveiro , Aveiro , Portugal
| | - Eliana Malheiro
- a CICECO - Aveiro Institute of Materials, Department of Chemistry , University of Aveiro , Aveiro , Portugal
| | - Ana L Daniel-da-Silva
- a CICECO - Aveiro Institute of Materials, Department of Chemistry , University of Aveiro , Aveiro , Portugal
| | - Helena Oliveira
- b CESAM & Laboratory of Biotechnology and Cytomics, Department of Biology, University of Aveiro , Aveiro , Portugal , and
| | - Conceição Santos
- b CESAM & Laboratory of Biotechnology and Cytomics, Department of Biology, University of Aveiro , Aveiro , Portugal , and.,c Department of Biology , Faculty of Sciences, University of Porto , Porto , Portugal
| | - Ana M Gil
- a CICECO - Aveiro Institute of Materials, Department of Chemistry , University of Aveiro , Aveiro , Portugal
| | - Iola F Duarte
- a CICECO - Aveiro Institute of Materials, Department of Chemistry , University of Aveiro , Aveiro , Portugal
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Oliveira-Silva R, Pinto da Costa J, Vitorino R, Daniel-da-Silva AL. Magnetic chelating nanoprobes for enrichment and selective recovery of metalloproteases from human saliva. J Mater Chem B 2015; 3:238-249. [DOI: 10.1039/c4tb01189a] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Magnetic nanoparticles effective in the selective recovery of metalloproteases from human saliva were fabricated by surface modification of Fe3O4@SiO2nanoparticles with EDTA-TMS.
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Affiliation(s)
- Rui Oliveira-Silva
- Organic Chemistry
- Natural and Agro-Food Products Research Unit (QOPNA)
- Department of Chemistry
- University of Aveiro
- 3810-193 Aveiro
| | - João Pinto da Costa
- Organic Chemistry
- Natural and Agro-Food Products Research Unit (QOPNA)
- Department of Chemistry
- University of Aveiro
- 3810-193 Aveiro
| | - Rui Vitorino
- Organic Chemistry
- Natural and Agro-Food Products Research Unit (QOPNA)
- Department of Chemistry
- University of Aveiro
- 3810-193 Aveiro
| | - Ana L. Daniel-da-Silva
- CICECO
- Department of Chemistry
- Aveiro Institute of Nanotechnology
- University of Aveiro
- 3810-193 Aveiro
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Cova M, Oliveira-Silva R, Ferreira JA, Ferreira R, Amado F, Daniel-da-Silva AL, Vitorino R. Glycoprotein enrichment method using a selective magnetic nano-probe platform (MNP) functionalized with lectins. Methods Mol Biol 2015; 1243:83-100. [PMID: 25384741 DOI: 10.1007/978-1-4939-1872-0_5] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
Protein post-translational modifications (PTMs) have increasingly become a research field of incredible importance to fully understand the regulation of biological processes in health and disease. Among PTMs, glycosylation is one of the most studied for which contributed the development and improvement of enrichment techniques. Nowadays, glycoprotein enrichment methods are based on lectin affinity, covalent interactions, and hydrophilic interaction liquid chromatography (HILIC). Nonetheless, the nanotechnology era has fetched new methods to enrich glycoproteins from complex samples as human biological fluids. For instance, magnetic nanoparticles (MNPs) are being used as an interesting enrichment approach allowing a better characterization of glycoproteins and glycopeptides.In this chapter, we describe an enrichment method based on MNPs functionalized with lectins (Concavalin A, wheat germ agglutinin, and Maackia amurensis lectin) to enrich specific sets of glycoproteins from biological fluids. Moreover, it is proposed a bioinformatic strategy to deal with data retrieved from mass spectrometry analysis of enriched samples aiming the identification of relevant biological processes modulated by a given stimuli and, ultimately, of new biomarkers for disease screening/management.
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Affiliation(s)
- Marta Cova
- Department of Chemistry, Mass Spectrometry Centre, QOPNA, University of Aveiro, 3810-193, Aveiro, Portugal
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da Costa JP, Oliveira-Silva R, Daniel-da-Silva AL, Vitorino R. Bionanoconjugation for Proteomics applications — An overview. Biotechnol Adv 2014; 32:952-70. [DOI: 10.1016/j.biotechadv.2014.04.013] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2013] [Revised: 03/15/2014] [Accepted: 04/26/2014] [Indexed: 12/29/2022]
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Tozoni JR, Teles J, Auccaise R, Oliveira-Silva R, Rivera-Ascona C, Vidoto ELG, Guimarães AP, Oliveira IS, Bonagamba TJ. Multi-quantum echoes in GdAl2 zero-field high-resolution NMR. J Magn Reson 2011; 212:265-273. [PMID: 21813306 DOI: 10.1016/j.jmr.2011.07.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/31/2011] [Revised: 07/04/2011] [Accepted: 07/04/2011] [Indexed: 05/31/2023]
Abstract
In this paper we present a series of high-resolution zero-field NMR spectra of the polycrystalline intermetallic compound GdAl(2). The spectra were obtained with the sample at 4.2K in the ordered magnetic state and in the absence of an external static magnetic field. Using a sequence composed of two RF pulses, we obtained up to five multi-quantum echoes for the (27)Al nuclei, which were used to construct the zero-field NMR spectra. The spectra obtained from the FID observed after the second pulse and the even echoes exhibited higher resolution than the odd ones. In order to explain such behavior, we propose a model in which there are two regions inside the sample with different inhomogeneous spectral-line broadenings. Moreover, with the enhanced resolution from the FID signal, we were able to determine quadrupolar couplings with great precision directly from the respective spectra. These results were compared with those obtained from the quadrupolar oscillations of the echo signals, and showed good agreement. Similar data were also obtained from (155)Gd and (157)Gd nuclei.
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Affiliation(s)
- J R Tozoni
- Instituto de Física de São Carlos, Universidade de São Paulo, Caixa Postal 369, São Carlos 13560-970, SP, Brazil
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