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Sauer U. Analytical Protein Microarrays: Advancements Towards Clinical Applications. SENSORS (BASEL, SWITZERLAND) 2017; 17:E256. [PMID: 28146048 PMCID: PMC5335935 DOI: 10.3390/s17020256] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/28/2016] [Revised: 01/13/2017] [Accepted: 01/23/2017] [Indexed: 01/28/2023]
Abstract
Protein microarrays represent a powerful technology with the potential to serve as tools for the detection of a broad range of analytes in numerous applications such as diagnostics, drug development, food safety, and environmental monitoring. Key features of analytical protein microarrays include high throughput and relatively low costs due to minimal reagent consumption, multiplexing, fast kinetics and hence measurements, and the possibility of functional integration. So far, especially fundamental studies in molecular and cell biology have been conducted using protein microarrays, while the potential for clinical, notably point-of-care applications is not yet fully utilized. The question arises what features have to be implemented and what improvements have to be made in order to fully exploit the technology. In the past we have identified various obstacles that have to be overcome in order to promote protein microarray technology in the diagnostic field. Issues that need significant improvement to make the technology more attractive for the diagnostic market are for instance: too low sensitivity and deficiency in reproducibility, inadequate analysis time, lack of high-quality antibodies and validated reagents, lack of automation and portable instruments, and cost of instruments necessary for chip production and read-out. The scope of the paper at hand is to review approaches to solve these problems.
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Affiliation(s)
- Ursula Sauer
- AIT Austrian Institute of Technology GmbH, Center for Health and Bioresources, 3430 Tulln, Austria.
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2
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Miniaturization of multiplexed planar recombinant antibody arrays for serum protein profiling. Bioanalysis 2015; 6:1175-85. [PMID: 24946919 DOI: 10.4155/bio.13.342] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND Antibody-based microarrays are a developing tool for high-throughput proteomics in health and disease. However, in order to enable global proteome profiling, novel miniaturized high-density antibody array formats must be developed. RESULTS In this proof-of-concept study, we have designed a miniaturized planar recombinant (single-chain Fragment variable). antibody array technology platform for multiplexed profiling of non-fractionated, directly labelled serum samples. The size of the individual spot features was reduced 225-times (78.5 μm(2)/spot) and the array density was increased 19-times (38,000 spots/cm(2)). These miniaturized, multiplexed arrays were produced, using a desktop nanofabrication system based on dip-pen nanolithography technology, and interfaced with a high-resolution fluorescent-based scanner. The reproducibility, sensitivity, specificity, and applicability of the set-up were demonstrated by profiling a set of well-characterized serum samples. CONCLUSION The designed antibody array platform opens up new possibilities for large-scale, multiplex profiling of crude proteomes in a miniaturized fashion.
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Petersson L, Dexlin-Mellby L, Bengtsson AA, Sturfelt G, Borrebaeck CAK, Wingren C. Multiplexing of miniaturized planar antibody arrays for serum protein profiling--a biomarker discovery in SLE nephritis. LAB ON A CHIP 2014; 14:1931-1942. [PMID: 24763547 DOI: 10.1039/c3lc51420j] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
In the quest to decipher disease-associated biomarkers, miniaturized and multiplexed antibody arrays may play a central role in generating protein expression profiles, or protein maps, of crude serum samples. In this conceptual study, we explored a novel, 4-times larger pen design, enabling us to, in a unique manner, simultaneously print 48 different reagents (antibodies) as individual 78.5 μm(2) (10 μm in diameter) sized spots at a density of 38,000 spots cm(-2) using dip-pen nanolithography technology. The antibody array set-up was interfaced with a high-resolution fluorescent-based scanner for sensitive sensing. The performance and applicability of this novel 48-plex recombinant antibody array platform design was demonstrated in a first clinical application targeting SLE nephritis, a severe chronic autoimmune connective tissue disorder, as the model disease. To this end, crude, directly biotinylated serum samples were targeted. The results showed that the miniaturized and multiplexed array platform displayed adequate performance, and that SLE-associated serum biomarker panels reflecting the disease process could be deciphered, outlining the use of miniaturized antibody arrays for disease proteomics and biomarker discovery.
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Affiliation(s)
- Linn Petersson
- Dept. of Immunotechnology and CREATE Health, Medicon Village, Lund University, Medicon Village, Building no. 406, SE-22381 Lund, Sweden.
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Laing S, Irvine EJ, Hernandez-Santana A, Smith WE, Faulds K, Graham D. Immunoassay Arrays Fabricated by Dip-Pen Nanolithography with Resonance Raman Detection. Anal Chem 2013; 85:5617-21. [DOI: 10.1021/ac4009012] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Affiliation(s)
- Stacey Laing
- Centre for Molecular Nanometrology,
WestCHEM, Department of Pure and Applied Chemistry, University of Strathclyde, 295 Cathedral
Street, Glasgow,
G1 1XL, U.K
| | - Eleanore J. Irvine
- Centre for Molecular Nanometrology,
WestCHEM, Department of Pure and Applied Chemistry, University of Strathclyde, 295 Cathedral
Street, Glasgow,
G1 1XL, U.K
| | - Aaron Hernandez-Santana
- Centre for Molecular Nanometrology,
WestCHEM, Department of Pure and Applied Chemistry, University of Strathclyde, 295 Cathedral
Street, Glasgow,
G1 1XL, U.K
| | - W. Ewen Smith
- Centre for Molecular Nanometrology,
WestCHEM, Department of Pure and Applied Chemistry, University of Strathclyde, 295 Cathedral
Street, Glasgow,
G1 1XL, U.K
| | - Karen Faulds
- Centre for Molecular Nanometrology,
WestCHEM, Department of Pure and Applied Chemistry, University of Strathclyde, 295 Cathedral
Street, Glasgow,
G1 1XL, U.K
| | - Duncan Graham
- Centre for Molecular Nanometrology,
WestCHEM, Department of Pure and Applied Chemistry, University of Strathclyde, 295 Cathedral
Street, Glasgow,
G1 1XL, U.K
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Favre M, Polesel-Maris J, Overstolz T, Niedermann P, Dasen S, Gruener G, Ischer R, Vettiger P, Liley M, Heinzelmann H, Meister A. Parallel AFM imaging and force spectroscopy using two-dimensional probe arrays for applications in cell biology. J Mol Recognit 2011; 24:446-52. [PMID: 21504022 DOI: 10.1002/jmr.1119] [Citation(s) in RCA: 48] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
Atomic force microscopy (AFM) investigations of living cells provide new information in both biology and medicine. However, slow cell dynamics and the need for statistically significant sample sizes mean that data collection can be an extremely lengthy process. We address this problem by parallelizing AFM experiments using a two-dimensional cantilever array, instead of a single cantilever. We have developed an instrument able to operate a two-dimensional cantilever array, to perform topographical and mechanical investigations in both air and liquid. Deflection readout for all cantilevers of the probe array is performed in parallel and online by interferometry. Probe arrays were microfabricated in silicon nitride. Proof-of-concept has been demonstrated by analyzing the topography of hard surfaces and fixed cells in parallel, and by performing parallel force spectroscopy on living cells. These results open new research opportunities in cell biology by measuring the adhesion and elastic properties of a large number of cells. Both properties are essential parameters for research in metastatic cancer development.
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Affiliation(s)
- Mélanie Favre
- CSEM - Centre Suisse d'Electronique et de Microtechnique, Neuchâtel, Switzerland
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Holm A, Wu W, Lund-Johansen F. Antibody array analysis of labelled proteomes: how should we control specificity? N Biotechnol 2011; 29:578-85. [PMID: 21840428 DOI: 10.1016/j.nbt.2011.07.008] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2011] [Revised: 07/26/2011] [Accepted: 07/27/2011] [Indexed: 11/15/2022]
Abstract
Researchers who use protein binders in multiplexed assays can be divided into two camps. One believes that arrays with proteome-wide coverage will become a reality once we have developed binders for all proteins. The sceptics claim that detection with immobilized protein binders and sample labelling will not provide the required specificity. In this article, we review the evidence showing that antibody array analysis of labelled samples can provide meaningful data and discuss the issues raised by the sceptics. We argue that direct the evidence for monospecificity has yet to be published. This will require assays designed to resolve the proteins captured by each binder. One option is to combine array measurement with protein separation. We have developed an assay where labelled sample proteins are separated by size exclusion chromatography (SEC) before contact with microsphere-based arrays (Size-MAP; size exclusion chromatography-resolved microsphere-based affinity proteomics). The effect is an 'antibody array Western blot' where reactivity of immobilized binders is resolved against the size of the proteins in the sample. We show that Size-MAP is useful to discriminate monospecific- and polyreactive antibodies and for automatic detection of reacting with the same target. The possibility to test specificity directly in array-based measurement should be useful to select the best binders and to determine whether the DNA microarray for the proteome is a realistic goal or not.
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Affiliation(s)
- Anders Holm
- Department of Immunology, Clinic of Specialized Medicine and Surgery Oslo University Hospital, Rikshospitalet, N-0027 Oslo, Norway
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Irvine EJ, Hernandez-Santana A, Faulds K, Graham D. Fabricating protein immunoassay arrays on nitrocellulose using dip-pen lithography techniques. Analyst 2011; 136:2925-30. [PMID: 21647488 DOI: 10.1039/c1an15178a] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Advancements in lithography methods for printing biomolecules on surfaces are proving to be potentially beneficial for disease screening and biological research. Dip-pen nanolithography (DPN) is a versatile micro and nanofabrication technique that has the ability to produce functional biomolecule arrays. The greatest advantage, with respect to the printing mechanism, is that DPN adheres to the sensitive mild conditions required for biomolecules such as proteins. We have developed an optimised, high-throughput printing technique for fabricating protein arrays using DPN. This study highlights the fabrication of a prostate specific antigen (PSA) immunoassay detectable by fluorescence. Spot sizes are typically no larger than 8 μm in diameter and limits of detection for PSA are comparable with a commercially available ELISA kit. Furthermore, atomic force microscopy (AFM) analysis of the array surface gives great insight into how the nitrocellulose substrate functions to retain protein integrity. This is the first report of protein arrays being printed on nitrocellulose using the DPN technique and the smallest feature size yet to be achieved on this type of surface. This method offers a significant advance in the ability to produce dense protein arrays on nitrocellulose which are suitable for disease screening using standard fluorescence detection.
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Affiliation(s)
- Eleanore Jane Irvine
- Centre for Nanometrology, Department of Pure and Applied Chemistry, WestCHEM, University of Strathclyde, 295 Cathedral Street, Glasgow, UK
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Theilacker N, Roller EE, Barbee KD, Franzreb M, Huang X. Multiplexed protein analysis using encoded antibody-conjugated microbeads. J R Soc Interface 2011; 8:1104-13. [PMID: 21247950 DOI: 10.1098/rsif.2010.0594] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
We describe a method for multiplexed analysis of proteins using fluorescently encoded microbeads. The sensitivity of our method is comparable to the sensitivity obtained by enzyme-linked immunosorbent assay while only 5 µl sample volumes are needed. Streptavidin-coated, 1 µm beads are encoded with a combination of fluorophores at different intensity levels. As a proof of concept, we demonstrate that 27 microbead populations can be readily encoded by affinity conjugation using three intensity levels for each of three different biotinylated fluorescent dyes. Four populations of encoded microbeads are further conjugated with biotinylated capture antibodies and then combined and immobilized in a microfluidic flow cell for multiplexed protein analysis. Using four uniquely encoded microbead populations, we show that a cancer biomarker and three cytokine proteins can be analysed quantitatively in the picogram per millilitre range by fluorescence microscopy in a single assay. Our method will allow for the fabrication of high density, bead-based antibody arrays for multiplexed protein analysis using integrated microfluidic devices and automated sample processing.
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Affiliation(s)
- Nora Theilacker
- Institut für Funktionelle Grenzflächen, Karlsruhe Institute of Technology (KIT), Hermann-von-Helmholtz-Platz 1, 76344 Eggenstein-Leopoldshafen, Germany
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Abstract
Affinity proteomics, mainly represented by antibody microarrays, has in recent years been established as a powerful tool for high-throughput (disease) proteomics. The technology can be used to generate detailed protein expression profiles, or protein maps, of focused set of proteins in crude proteomes and potentially even high-resolution portraits of entire proteomes. The technology provides unique opportunities, for example biomarker discovery, disease diagnostics, patient stratification and monitoring of disease, and taking the next steps toward personalized medicine. However, the process of designing high-performing, high-density antibody micro- and nanoarrays has proven to be challenging, requiring truly cross-disciplinary efforts to be adopted. In this mini-review, we address one of these key technological issues, namely, the choice of probe format, and focus on the use of recombinant antibodies vs. polyclonal and monoclonal antibodies for the generation of antibody arrays.
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