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Bakhshpour-Yucel M, Gür SD, Seymour E, Aslan M, Lortlar Ünlü N, Ünlü MS. Highly-Sensitive, Label-Free Detection of Microorganisms and Viruses via Interferometric Reflectance Imaging Sensor. MICROMACHINES 2023; 14:281. [PMID: 36837980 PMCID: PMC9960798 DOI: 10.3390/mi14020281] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Revised: 01/08/2023] [Accepted: 01/18/2023] [Indexed: 06/18/2023]
Abstract
Pathogenic microorganisms and viruses can easily transfer from one host to another and cause disease in humans. The determination of these pathogens in a time- and cost-effective way is an extreme challenge for researchers. Rapid and label-free detection of pathogenic microorganisms and viruses is critical in ensuring rapid and appropriate treatment. Sensor technologies have shown considerable advancements in viral diagnostics, demonstrating their great potential for being fast and sensitive detection platforms. In this review, we present a summary of the use of an interferometric reflectance imaging sensor (IRIS) for the detection of microorganisms. We highlight low magnification modality of IRIS as an ensemble biomolecular mass measurement technique and high magnification modality for the digital detection of individual nanoparticles and viruses. We discuss the two different modalities of IRIS and their applications in the sensitive detection of microorganisms and viruses.
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Affiliation(s)
- Monireh Bakhshpour-Yucel
- Department of Electrical Engineering, Photonics Center, Boston University, Boston, MA 02215, USA
- Department of Chemistry, Faculty of Science and Art, Bursa Uludag University, Bursa 16059, Turkey
| | - Sinem Diken Gür
- Department of Biotechnology, Hacettepe University, Ankara 06800, Turkey
| | - Elif Seymour
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, ON M5G 1X5, Canada
| | - Mete Aslan
- Department of Electrical Engineering, Photonics Center, Boston University, Boston, MA 02215, USA
| | - Nese Lortlar Ünlü
- Department of Biomedical Engineering, Photonics Center, Boston University, Boston, MA 02215, USA
| | - M. Selim Ünlü
- Department of Electrical Engineering, Photonics Center, Boston University, Boston, MA 02215, USA
- Department of Biomedical Engineering, Photonics Center, Boston University, Boston, MA 02215, USA
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2
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Attomolar sensitivity microRNA detection using real-time digital microarrays. Sci Rep 2022; 12:16220. [PMID: 36171215 PMCID: PMC9519543 DOI: 10.1038/s41598-022-19912-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2022] [Accepted: 09/06/2022] [Indexed: 11/08/2022] Open
Abstract
MicroRNAs (miRNAs) are a family of noncoding, functional RNAs. With recent developments in molecular biology, miRNA detection has attracted significant interest, as hundreds of miRNAs and their expression levels have shown to be linked to various diseases such as infections, cardiovascular disorders and cancers. A powerful and high throughput tool for nucleic acid detection is the DNA microarray technology. However, conventional methods do not meet the demands in sensitivity and specificity, presenting significant challenges for the adaptation of miRNA detection for diagnostic applications. In this study, we developed a highly sensitive and multiplexed digital microarray using plasmonic gold nanorods as labels. For proof of concept studies, we conducted experiments with two miRNAs, miRNA-451a (miR-451) and miRNA-223-3p (miR-223). We demonstrated improvements in sensitivity in comparison to traditional end-point assays that employ capture on solid phase support, by implementing real-time tracking of the target molecules on the sensor surface. Particle tracking overcomes the sensitivity limitations for detection of low-abundance biomarkers in the presence of low-affinity but high-abundance background molecules, where endpoint assays fall short. The absolute lowest measured concentration was 100 aM. The measured detection limit being well above the blank samples, we performed theoretical calculations for an extrapolated limit of detection (LOD). The dynamic tracking improved the extrapolated LODs from femtomolar range to \documentclass[12pt]{minimal}
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\begin{document}$$\sim$$\end{document}∼ 10 attomolar (less than 1300 copies in 0.2 ml of sample) for both miRNAs and the total incubation time was decreased from 5 h to 35 min.
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3
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Borga P, Milesi F, Peserico N, Groppi C, Damin F, Sola L, Piedimonte P, Fincato A, Sampietro M, Chiari M, Melloni A, Bertacco R. Active Opto-Magnetic Biosensing with Silicon Microring Resonators. SENSORS (BASEL, SWITZERLAND) 2022; 22:3292. [PMID: 35590981 PMCID: PMC9105977 DOI: 10.3390/s22093292] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Revised: 04/20/2022] [Accepted: 04/23/2022] [Indexed: 02/04/2023]
Abstract
Integrated optical biosensors are gaining increasing attention for their exploitation in lab-on-chip platforms. The standard detection method is based on the measurement of the shift of some optical quantity induced by the immobilization of target molecules at the surface of an integrated optical element upon biomolecular recognition. However, this requires the acquisition of said quantity over the whole hybridization process, which can take hours, during which any external perturbation (e.g., temperature and mechanical instability) can seriously affect the measurement and contribute to a sizeable percentage of invalid tests. Here, we present a different assay concept, named Opto-Magnetic biosensing, allowing us to optically measure off-line (i.e., post hybridization) tiny variations of the effective refractive index seen by microring resonators upon immobilization of magnetic nanoparticles labelling target molecules. Bound magnetic nanoparticles are driven in oscillation by an external AC magnetic field and the corresponding modulation of the microring transfer function, due to the effective refractive index dependence on the position of the particles above the ring, is recorded using a lock-in technique. For a model system of DNA biomolecular recognition we reached a lowest detected concentration on the order of 10 pm, and data analysis shows an expected effective refractive index variation limit of detection of 7.5×10-9 RIU, in a measurement time of just a few seconds.
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Affiliation(s)
- Piero Borga
- Dipartimento di Fisica, Politecnico di Milano, Via G. Colombo 81, 20133 Milano, Italy; (F.M.); (C.G.); (R.B.)
| | - Francesca Milesi
- Dipartimento di Fisica, Politecnico di Milano, Via G. Colombo 81, 20133 Milano, Italy; (F.M.); (C.G.); (R.B.)
| | - Nicola Peserico
- Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Via Ponzio, 34/5, 20133 Milano, Italy; (N.P.); (P.P.); (M.S.); (A.M.)
| | - Chiara Groppi
- Dipartimento di Fisica, Politecnico di Milano, Via G. Colombo 81, 20133 Milano, Italy; (F.M.); (C.G.); (R.B.)
| | - Francesco Damin
- Istituto di Scienze e Tecnologie Chimiche “Giulio Natta” SCITEC CNR, Via Mario Bianco 9, 20131 Milano, Italy; (F.D.); (L.S.); (M.C.)
| | - Laura Sola
- Istituto di Scienze e Tecnologie Chimiche “Giulio Natta” SCITEC CNR, Via Mario Bianco 9, 20131 Milano, Italy; (F.D.); (L.S.); (M.C.)
| | - Paola Piedimonte
- Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Via Ponzio, 34/5, 20133 Milano, Italy; (N.P.); (P.P.); (M.S.); (A.M.)
| | | | - Marco Sampietro
- Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Via Ponzio, 34/5, 20133 Milano, Italy; (N.P.); (P.P.); (M.S.); (A.M.)
| | - Marcella Chiari
- Istituto di Scienze e Tecnologie Chimiche “Giulio Natta” SCITEC CNR, Via Mario Bianco 9, 20131 Milano, Italy; (F.D.); (L.S.); (M.C.)
| | - Andrea Melloni
- Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Via Ponzio, 34/5, 20133 Milano, Italy; (N.P.); (P.P.); (M.S.); (A.M.)
| | - Riccardo Bertacco
- Dipartimento di Fisica, Politecnico di Milano, Via G. Colombo 81, 20133 Milano, Italy; (F.M.); (C.G.); (R.B.)
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Saftics A, Kurunczi S, Peter B, Szekacs I, Ramsden JJ, Horvath R. Data evaluation for surface-sensitive label-free methods to obtain real-time kinetic and structural information of thin films: A practical review with related software packages. Adv Colloid Interface Sci 2021; 294:102431. [PMID: 34330074 DOI: 10.1016/j.cis.2021.102431] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2020] [Revised: 04/16/2021] [Accepted: 04/18/2021] [Indexed: 02/07/2023]
Abstract
Interfacial layers are important in a wide range of applications in biomedicine, biosensing, analytical chemistry and the maritime industries. Given the growing number of applications, analysis of such layers and understanding their behavior is becoming crucial. Label-free surface sensitive methods are excellent for monitoring the formation kinetics, structure and its evolution of thin layers, even at the nanoscale. In this paper, we review existing and commercially available label-free techniques and demonstrate how the experimentally obtained data can be utilized to extract kinetic and structural information during and after formation, and any subsequent adsorption/desorption processes. We outline techniques, some traditional and some novel, based on the principles of optical and mechanical transduction. Our special focus is the current possibilities of combining label-free methods, which is a powerful approach to extend the range of detected and deduced parameters. We summarize the most important theoretical considerations for obtaining reliable information from measurements taking place in liquid environments and, hence, with layers in a hydrated state. A thorough treamtmaent of the various kinetic and structural quantities obtained from evaluation of the raw label-free data are provided. Such quantities include layer thickness, refractive index, optical anisotropy (and molecular orientation derived therefrom), degree of hydration, viscoelasticity, as well as association and dissociation rate constants and occupied area of subsequently adsorbed species. To demonstrate the effect of variations in model conditions on the observed data, simulations of kinetic curves at various model settings are also included. Based on our own extensive experience with optical waveguide lightmode spectroscopy (OWLS) and the quartz crystal microbalance (QCM), we have developed dedicated software packages for data analysis, which are made available to the scientific community alongside this paper.
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CovidArray: A Microarray-Based Assay with High Sensitivity for the Detection of Sars-Cov-2 in Nasopharyngeal Swabs. SENSORS 2021; 21:s21072490. [PMID: 33916661 PMCID: PMC8038375 DOI: 10.3390/s21072490] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/01/2021] [Revised: 03/29/2021] [Accepted: 03/31/2021] [Indexed: 12/11/2022]
Abstract
A new coronavirus (SARS-CoV-2) caused the current coronavirus disease (Covid-19) epidemic. Reverse transcription-quantitative polymerase chain reaction (RT-qPCR) is used as the gold standard for clinical detection of SARS-CoV-2. Under ideal conditions, RT-qPCR Covid-19 assays have analytical sensitivity and specificity greater than 95%. However, when the sample panel is enlarged including asymptomatic individuals, the sensitivity decreases and false negatives are reported. Moreover, RT-qPCR requires up to 3–6 h with most of the time involved in RNA extraction from swab samples. We introduce CovidArray, a microarray-based assay, to detect SARS-CoV-2 markers N1 and N2 in the nasopharyngeal swabs. The method is based on solid-phase hybridization of fluorescently-labeled amplicons upon RNA extraction and reverse transcription. This approach combines the physical-optical properties of the silicon substrate with the surface chemistry used to coat the substrate to obtain a diagnostic tool of great sensitivity. Furthermore, we used an innovative approach, RNAGEM, to extract and purify viral RNA in less than 15 min. We correctly assigned 12 nasopharyngeal swabs, previously analyzed by RT-qPCR. Thanks to the CovidArray sensitivity we were able to identify a false-negative sample. CovidArray is the first DNA microarray-based assay to detect viral genes in the swabs. Its high sensitivity and the innovative viral RNA extraction by RNAGEM allows the reduction of both the amount of false-negative results and the total analysis time to about 2 h.
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6
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Marn AM, Chiodi E, Ünlü MS. Bulk-Effect-Free Method for Binding Kinetic Measurements Enabling Small-Molecule Affinity Characterization. ACS OMEGA 2021; 6:6836-6841. [PMID: 33748597 PMCID: PMC7970472 DOI: 10.1021/acsomega.0c05994] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/09/2020] [Accepted: 02/19/2021] [Indexed: 06/12/2023]
Abstract
Optical technologies for label-free detection are an attractive solution for monitoring molecular binding kinetics; however, these techniques measure the changes in the refractive index, making it difficult to distinguish surface binding from a change in the refractive index of the analyte solution in the proximity of the sensor surface. The solution refractive index changes, due to solvents, temperature changes, or pH variations, can create an unwanted background signal known as the bulk effect. Technologies such as biolayer interferometry and surface plasmon resonance offer no bulk-effect compensation, or they alternatively offer a reference channel to correct in postprocessing. Here, we present a virtually bulk-effect-free method, without a reference channel or any computational correction, for measuring kinetic binding using the interferometric reflectance imaging sensor (IRIS), an optical label-free biomolecular interaction analysis tool. Dynamic spectral illumination engineering, through tailored LED contributions, is combined with the IRIS technology to minimize the bulk effect, with the potential to enable kinetic measurements of a broader range of analytes. We demonstrate that the deviation in the reflectivity signal is reduced to ∼8 × 10-6 for a solution change from phosphate-buffered saline (PBS) (n = 1.335) to 1% dimethyl sulfoxide (DMSO) in PBS (n = 1.336). As a proof of concept, we applied the method to a biotin-streptavidin interaction, where biotin (MW = 244.3 Da) was dissolved at a final concentration of 1 μM in a 1% solution of DMSO in PBS and flowed over immobilized streptavidin. Clear binding results were obtained without a reference channel or any computational correction.
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Affiliation(s)
- Allison M. Marn
- Department
of Electrical and Computer Engineering, Boston University, Office 716, Photonics Center, 8 St. Mary’s Street, Boston, Massachusetts 02215, United States
| | - Elisa Chiodi
- Department
of Electrical and Computer Engineering, Boston University, Office 716, Photonics Center, 8 St. Mary’s Street, Boston, Massachusetts 02215, United States
| | - M. Selim Ünlü
- Department
of Electrical and Computer Engineering, Boston University, Office 716, Photonics Center, 8 St. Mary’s Street, Boston, Massachusetts 02215, United States
- Department
of Biomedical Engineering, Boston University, Boston, Massachusetts 02215, United States
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7
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Seymour E, Ünlü NL, Carter EP, Connor JH, Ünlü MS. Configurable Digital Virus Counter on Robust Universal DNA Chips. ACS Sens 2021; 6:229-237. [PMID: 33427442 DOI: 10.1021/acssensors.0c02203] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Here, we demonstrate real-time multiplexed virus detection by applying a DNA-directed antibody immobilization technique in a single-particle interferometric reflectance imaging sensor (SP-IRIS). In this technique, the biosensor chip surface spotted with different DNA sequences is converted to a multiplexed antibody array by flowing antibody-DNA conjugates and allowing for specific DNA-DNA hybridization. The resulting antibody array is shown to detect three different recombinant vesicular stomatitis viruses (rVSVs), which are genetically engineered to express surface glycoproteins of Ebola, Marburg, and Lassa viruses in real time in a disposable microfluidic cartridge. We also show that this method can be modified to produce a single-step, homogeneous assay format by mixing the antibody-DNA conjugates with the virus sample in the solution phase prior to incubation in the microfluidic cartridge, eliminating the antibody immobilization step. This homogenous approach achieved detection of the model Ebola virus, rVSV-EBOV, at a concentration of 100 PFU/mL in 1 h. Finally, we demonstrate the feasibility of this homogeneous technique as a rapid test using a passive microfluidic cartridge. A concentration of 104 PFU/mL was detectable under 10 min for the rVSV-Ebola virus. Utilizing DNA microarrays for antibody-based diagnostics is an alternative approach to antibody microarrays and offers advantages such as configurable sensor surface, long-term storage ability, and decreased antibody use. We believe that these properties will make SP-IRIS a versatile and robust platform for point-of-care diagnostics applications.
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Affiliation(s)
- Elif Seymour
- Department of Biomedical Engineering, Boston University, Boston, Massachusetts 02215, United States
| | - Nese Lortlar Ünlü
- Department of Biomedical Engineering, Boston University, Boston, Massachusetts 02215, United States
| | - Erik P. Carter
- Department of Microbiology, Boston University School of Medicine, Boston, Massachusetts 02218, United States
| | - John H. Connor
- Department of Microbiology, Boston University School of Medicine, Boston, Massachusetts 02218, United States
| | - M. Selim Ünlü
- Department of Biomedical Engineering, Boston University, Boston, Massachusetts 02215, United States
- Department of Electrical and Computer Engineering, Boston University, Boston, Massachusetts 02215, United States
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8
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Rho D, Kim S. Demonstration of a Label-Free and Low-Cost Optical Cavity-Based Biosensor Using Streptavidin and C-Reactive Protein. BIOSENSORS-BASEL 2020; 11:bios11010004. [PMID: 33374119 PMCID: PMC7824430 DOI: 10.3390/bios11010004] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/07/2020] [Revised: 12/20/2020] [Accepted: 12/22/2020] [Indexed: 01/18/2023]
Abstract
An optical cavity-based biosensor (OCB) has been developed for point-of-care (POC) applications. This label-free biosensor employs low-cost components and simple fabrication processes to lower the overall cost while achieving high sensitivity using a differential detection method. To experimentally demonstrate its limit of detection (LOD), we conducted biosensing experiments with streptavidin and C-reactive protein (CRP). The optical cavity structure was optimized further for better sensitivity and easier fluid control. We utilized the polymer swelling property to fine-tune the optical cavity width, which significantly improved the success rate to produce measurable samples. Four different concentrations of streptavidin were tested in triplicate, and the LOD of the OCB was determined to be 1.35 nM. The OCB also successfully detected three different concentrations of human CRP using biotinylated CRP antibody. The LOD for CRP detection was 377 pM. All measurements were done using a small sample volume of 15 µL within 30 min. By reducing the sensing area, improving the functionalization and passivation processes, and increasing the sample volume, the LOD of the OCB are estimated to be reduced further to the femto-molar range. Overall, the demonstrated capability of the OCB in the present work shows great potential to be used as a promising POC biosensor.
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Gauglitz G. Critical assessment of relevant methods in the field of biosensors with direct optical detection based on fibers and waveguides using plasmonic, resonance, and interference effects. Anal Bioanal Chem 2020; 412:3317-3349. [PMID: 32313998 PMCID: PMC7214504 DOI: 10.1007/s00216-020-02581-0] [Citation(s) in RCA: 41] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2019] [Revised: 02/28/2020] [Accepted: 03/04/2020] [Indexed: 12/16/2022]
Abstract
Direct optical detection has proven to be a highly interesting tool in biomolecular interaction analysis to be used in drug discovery, ligand/receptor interactions, environmental analysis, clinical diagnostics, screening of large data volumes in immunology, cancer therapy, or personalized medicine. In this review, the fundamental optical principles and applications are reviewed. Devices are based on concepts such as refractometry, evanescent field, waveguides modes, reflectometry, resonance and/or interference. They are realized in ring resonators; prism couplers; surface plasmon resonance; resonant mirror; Bragg grating; grating couplers; photonic crystals, Mach-Zehnder, Young, Hartman interferometers; backscattering; ellipsometry; or reflectance interferometry. The physical theories of various optical principles have already been reviewed in detail elsewhere and are therefore only cited. This review provides an overall survey on the application of these methods in direct optical biosensing. The "historical" development of the main principles is given to understand the various, and sometimes only slightly modified variations published as "new" methods or the use of a new acronym and commercialization by different companies. Improvement of optics is only one way to increase the quality of biosensors. Additional essential aspects are the surface modification of transducers, immobilization strategies, selection of recognition elements, the influence of non-specific interaction, selectivity, and sensitivity. Furthermore, papers use for reporting minimal amounts of detectable analyte terms such as value of mass, moles, grams, or mol/L which are difficult to compare. Both these essential aspects (i.e., biochemistry and the presentation of LOD values) can be discussed only in brief (but references are provided) in order to prevent the paper from becoming too long. The review will concentrate on a comparison of the optical methods, their application, and the resulting bioanalytical quality.
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Affiliation(s)
- Günter Gauglitz
- Institute of Physical and Theoretical Chemistry, Eberhard Karls Universität, Auf der Morgenstelle 18, 72076, Tübingen, Germany.
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10
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Gori A, Romanato A, Bergamaschi G, Strada A, Gagni P, Frigerio R, Brambilla D, Vago R, Galbiati S, Picciolini S, Bedoni M, Daaboul GG, Chiari M, Cretich M. Membrane-binding peptides for extracellular vesicles on-chip analysis. J Extracell Vesicles 2020; 9:1751428. [PMID: 32363015 PMCID: PMC7178839 DOI: 10.1080/20013078.2020.1751428] [Citation(s) in RCA: 40] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2019] [Revised: 03/10/2020] [Accepted: 03/31/2020] [Indexed: 12/27/2022] Open
Abstract
Small extracellular vesicles (sEVs) present fairly distinctive lipid membrane features in the extracellular environment. These include high curvature, lipid-packing defects and a relative abundance in lipids such as phosphatidylserine and ceramide. sEV membrane could be then considered as a "universal" marker, alternative or complementary to traditional, characteristic, surface-associated proteins. Here, we introduce the use of membrane-sensing peptides as new, highly efficient ligands to directly integrate sEV capturing and analysis on a microarray platform. Samples were analysed by label-free, single-particle counting and sizing, and by fluorescence co-localisation immune staining with fluorescent anti-CD9/anti-CD63/anti-CD81 antibodies. Peptides performed as selective yet general sEV baits and showed a binding capacity higher than anti-tetraspanins antibodies. Insights into surface chemistry for optimal peptide performances are also discussed, as capturing efficiency is strictly bound to probes surface orientation effects. We anticipate that this new class of ligands, also due to the versatility and limited costs of synthetic peptides, may greatly enrich the molecular toolbox for EV analysis.
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Affiliation(s)
- Alessandro Gori
- Consiglio Nazionale delle Ricerche, Istituto di Scienze e Tecnologie Chimiche “Giulio Natta” (SCITEC), Milan, Italy
| | - Alessandro Romanato
- Consiglio Nazionale delle Ricerche, Istituto di Scienze e Tecnologie Chimiche “Giulio Natta” (SCITEC), Milan, Italy
| | - Greta Bergamaschi
- Consiglio Nazionale delle Ricerche, Istituto di Scienze e Tecnologie Chimiche “Giulio Natta” (SCITEC), Milan, Italy
| | - Alessandro Strada
- Consiglio Nazionale delle Ricerche, Istituto di Scienze e Tecnologie Chimiche “Giulio Natta” (SCITEC), Milan, Italy
| | - Paola Gagni
- Consiglio Nazionale delle Ricerche, Istituto di Scienze e Tecnologie Chimiche “Giulio Natta” (SCITEC), Milan, Italy
| | - Roberto Frigerio
- Consiglio Nazionale delle Ricerche, Istituto di Scienze e Tecnologie Chimiche “Giulio Natta” (SCITEC), Milan, Italy
| | - Dario Brambilla
- Consiglio Nazionale delle Ricerche, Istituto di Scienze e Tecnologie Chimiche “Giulio Natta” (SCITEC), Milan, Italy
| | - Riccardo Vago
- Urological Research Institute, IRCCS Ospedale San Raffaele, Milan, Italy
| | - Silvia Galbiati
- San Raffaele Diabetes Research Institute, IRCCS Ospedale San Raffaele, Milan, Italy
| | - Silvia Picciolini
- Laboratory of Nanomedicine and Clinical Biophotonics (LABION), IRCCS Fondazione Don Carlo Gnocchi, Milan, Italy
| | - Marzia Bedoni
- Laboratory of Nanomedicine and Clinical Biophotonics (LABION), IRCCS Fondazione Don Carlo Gnocchi, Milan, Italy
| | | | - Marcella Chiari
- Consiglio Nazionale delle Ricerche, Istituto di Scienze e Tecnologie Chimiche “Giulio Natta” (SCITEC), Milan, Italy
| | - Marina Cretich
- Consiglio Nazionale delle Ricerche, Istituto di Scienze e Tecnologie Chimiche “Giulio Natta” (SCITEC), Milan, Italy
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11
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Sevenler D, Daaboul GG, Ekiz Kanik F, Ünlü NL, Ünlü MS. Digital Microarrays: Single-Molecule Readout with Interferometric Detection of Plasmonic Nanorod Labels. ACS NANO 2018; 12:5880-5887. [PMID: 29756761 DOI: 10.1021/acsnano.8b02036] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
DNA and protein microarrays are a high-throughput technology that allow the simultaneous quantification of tens of thousands of different biomolecular species. The mediocre sensitivity and limited dynamic range of traditional fluorescence microarrays compared to other detection techniques have been the technology's Achilles' heel and prevented their adoption for many biomedical and clinical diagnostic applications. Previous work to enhance the sensitivity of microarray readout to the single-molecule ("digital") regime have either required signal amplifying chemistry or sacrificed throughput, nixing the platform's primary advantages. Here, we report the development of a digital microarray which extends both the sensitivity and dynamic range of microarrays by about 3 orders of magnitude. This technique uses functionalized gold nanorods as single-molecule labels and an interferometric scanner which can rapidly enumerate individual nanorods by imaging them with a 10× objective lens. This approach does not require any chemical signal enhancement such as silver deposition and scans arrays with a throughput similar to commercial fluorescence scanners. By combining single-nanoparticle enumeration and ensemble measurements of spots when the particles are very dense, this system achieves a dynamic range of about 6 orders of magnitude directly from a single scan. As a proof-of-concept digital protein microarray assay, we demonstrated detection of hepatitis B virus surface antigen in buffer with a limit of detection of 3.2 pg/mL. More broadly, the technique's simplicity and high-throughput nature make digital microarrays a flexible platform technology with a wide range of potential applications in biomedical research and clinical diagnostics.
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Affiliation(s)
| | - George G Daaboul
- NanoView Biosciences , Boston , Massachusetts 02215 , United States
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12
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Sola L, Gagni P, D’Annessa I, Capelli R, Bertino C, Romanato A, Damin F, Bergamaschi G, Marchisio E, Cuzzocrea A, Bombaci M, Grifantini R, Chiari M, Colombo G, Gori A, Cretich M. Enhancing Antibody Serodiagnosis Using a Controlled Peptide Coimmobilization Strategy. ACS Infect Dis 2018; 4:998-1006. [PMID: 29570266 DOI: 10.1021/acsinfecdis.8b00014] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
Antigen immunoreactivity is often determined by surface regions defined by the 3D juxtapositions of amino acids stretches that are not continuous in the linear sequence. As such, mimicking an antigen immunoreactivity by means of putative linear peptide epitopes for diagnostic purposes is not trivial. Here we present a straightforward and robust method to extend the reach of immune-diagnostic probes design by copresenting peptides belonging to the same antigenic surface. In this case study focused on a computationally predicted Zika virus NS1 protein putative antigenic region, we reached a diagnostic confidence by the oriented and spatially controlled coimmobilization of peptide sequences found adjacent within the protein fold, that cooperatively interacted to provide enhanced immunoreactivity with respect to single linear epitopes. Through our method, we were able to differentiate Zika infected individuals from healthy controls. Remarkably, our strategy fits well with the requirements to build high-throughput screening platforms of linear and mixed peptide libraries, and it could possibly facilitate the rapid identification of conformational immunoreactive regions.
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Affiliation(s)
- Laura Sola
- Consiglio Nazionale delle Ricerche, Istituto di Chimica del Riconoscimento Molecolare (ICRM), Via Mario Bianco, 9, 20131 Milano, Italy
| | - Paola Gagni
- Consiglio Nazionale delle Ricerche, Istituto di Chimica del Riconoscimento Molecolare (ICRM), Via Mario Bianco, 9, 20131 Milano, Italy
| | - Ilda D’Annessa
- Consiglio Nazionale delle Ricerche, Istituto di Chimica del Riconoscimento Molecolare (ICRM), Via Mario Bianco, 9, 20131 Milano, Italy
| | - Riccardo Capelli
- Consiglio Nazionale delle Ricerche, Istituto di Chimica del Riconoscimento Molecolare (ICRM), Via Mario Bianco, 9, 20131 Milano, Italy
| | - Camilla Bertino
- Consiglio Nazionale delle Ricerche, Istituto di Chimica del Riconoscimento Molecolare (ICRM), Via Mario Bianco, 9, 20131 Milano, Italy
| | - Alessandro Romanato
- Consiglio Nazionale delle Ricerche, Istituto di Chimica del Riconoscimento Molecolare (ICRM), Via Mario Bianco, 9, 20131 Milano, Italy
| | - Francesco Damin
- Consiglio Nazionale delle Ricerche, Istituto di Chimica del Riconoscimento Molecolare (ICRM), Via Mario Bianco, 9, 20131 Milano, Italy
| | - Greta Bergamaschi
- Consiglio Nazionale delle Ricerche, Istituto di Chimica del Riconoscimento Molecolare (ICRM), Via Mario Bianco, 9, 20131 Milano, Italy
| | - Edoardo Marchisio
- Diagnostic Bioprobes s.r.l. (DiaPro), via G. Carducci 27, 20090 Sesto San Giovanni, Italy
| | - Angela Cuzzocrea
- Diagnostic Bioprobes s.r.l. (DiaPro), via G. Carducci 27, 20090 Sesto San Giovanni, Italy
| | - Mauro Bombaci
- Istituto Nazionale di Genetica Molecolare “Romeo ed Enrica Invernizzi” (INGM), Via Francesco Sforza. 35, 20122 Milano, Italy
| | - Renata Grifantini
- Istituto Nazionale di Genetica Molecolare “Romeo ed Enrica Invernizzi” (INGM), Via Francesco Sforza. 35, 20122 Milano, Italy
| | - Marcella Chiari
- Consiglio Nazionale delle Ricerche, Istituto di Chimica del Riconoscimento Molecolare (ICRM), Via Mario Bianco, 9, 20131 Milano, Italy
| | - Giorgio Colombo
- Consiglio Nazionale delle Ricerche, Istituto di Chimica del Riconoscimento Molecolare (ICRM), Via Mario Bianco, 9, 20131 Milano, Italy
- Dipartimento di Chimica, Università di Pavia, V.le Taramelli 12, 27100 Pavia, Italy
| | - Alessandro Gori
- Consiglio Nazionale delle Ricerche, Istituto di Chimica del Riconoscimento Molecolare (ICRM), Via Mario Bianco, 9, 20131 Milano, Italy
| | - Marina Cretich
- Consiglio Nazionale delle Ricerche, Istituto di Chimica del Riconoscimento Molecolare (ICRM), Via Mario Bianco, 9, 20131 Milano, Italy
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13
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Aygun U, Avci O, Seymour E, Urey H, Ünlü MS, Ozkumur AY. Label-Free and High-Throughput Detection of Biomolecular Interactions Using a Flatbed Scanner Biosensor. ACS Sens 2017; 2:1424-1429. [PMID: 28929734 DOI: 10.1021/acssensors.7b00263] [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] [Indexed: 11/28/2022]
Abstract
Fluorescence based microarray detection systems provide sensitive measurements; however, variation of probe immobilization and poor repeatability negatively affect the final readout, and thus quantification capability of these systems. Here, we demonstrate a label-free and high-throughput optical biosensor that can be utilized for calibration of fluorescence microarrays. The sensor employs a commercial flatbed scanner, and we demonstrate transformation of this low cost (∼100 USD) system into an Interferometric Reflectance Imaging Sensor through hardware and software modifications. Using this sensor, we report detection of DNA hybridization and DNA directed antibody immobilization on label-free microarrays with a noise floor of ∼30 pg/mm2, and a scan speed of 5 s (50 s for 10 frames averaged) for a 2 mm × 2 mm area. This novel system may be used as a standalone label-free sensor especially in low-resource settings, as well as for quality control and calibration of microarrays in existing fluorescence-based DNA and protein detection platforms.
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Affiliation(s)
- Ugur Aygun
- Electrical
and Electronics Engineering Department, Koç University, 34450, Sariyer, Istanbul, Turkey
| | | | - Elif Seymour
- Biotechnology
Research Program Department, ASELSAN Research Center, Ankara, 06370, Turkey
| | - Hakan Urey
- Electrical
and Electronics Engineering Department, Koç University, 34450, Sariyer, Istanbul, Turkey
| | | | - Ayca Yalcin Ozkumur
- Department
of Electrical and Electronics Engineering, Bahcesehir University, Istanbul, 34349, Turkey
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14
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Multiple epitope presentation and surface density control enabled by chemoselective immobilization lead to enhanced performance in IgE-binding fingerprinting on peptide microarrays. Anal Chim Acta 2017; 983:189-197. [DOI: 10.1016/j.aca.2017.06.027] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2017] [Revised: 06/09/2017] [Accepted: 06/16/2017] [Indexed: 11/17/2022]
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15
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Nobrega RP, Brown M, Williams C, Sumner C, Estep P, Caffry I, Yu Y, Lynaugh H, Burnina I, Lilov A, Desroches J, Bukowski J, Sun T, Belk JP, Johnson K, Xu Y. Database-Centric Method for Automated High-Throughput Deconvolution and Analysis of Kinetic Antibody Screening Data. SLAS Technol 2017; 22:547-556. [PMID: 28430560 DOI: 10.1177/2472630317705611] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
The state-of-the-art industrial drug discovery approach is the empirical interrogation of a library of drug candidates against a target molecule. The advantage of high-throughput kinetic measurements over equilibrium assessments is the ability to measure each of the kinetic components of binding affinity. Although high-throughput capabilities have improved with advances in instrument hardware, three bottlenecks in data processing remain: (1) intrinsic molecular properties that lead to poor biophysical quality in vitro are not accounted for in commercially available analysis models, (2) processing data through a user interface is time-consuming and not amenable to parallelized data collection, and (3) a commercial solution that includes historical kinetic data in the analysis of kinetic competition data does not exist. Herein, we describe a generally applicable method for the automated analysis, storage, and retrieval of kinetic binding data. This analysis can deconvolve poor quality data on-the-fly and store and organize historical data in a queryable format for use in future analyses. Such database-centric strategies afford greater insight into the molecular mechanisms of kinetic competition, allowing for the rapid identification of allosteric effectors and the presentation of kinetic competition data in absolute terms of percent bound to antigen on the biosensor.
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Affiliation(s)
- R Paul Nobrega
- 1 Adimab LLC, Protein Analytics, Product Engineering, Antibody Discovery, Lebanon, NH, USA
| | - Michael Brown
- 1 Adimab LLC, Protein Analytics, Product Engineering, Antibody Discovery, Lebanon, NH, USA
| | - Cody Williams
- 1 Adimab LLC, Protein Analytics, Product Engineering, Antibody Discovery, Lebanon, NH, USA
| | - Chris Sumner
- 1 Adimab LLC, Protein Analytics, Product Engineering, Antibody Discovery, Lebanon, NH, USA
| | - Patricia Estep
- 1 Adimab LLC, Protein Analytics, Product Engineering, Antibody Discovery, Lebanon, NH, USA
| | - Isabelle Caffry
- 1 Adimab LLC, Protein Analytics, Product Engineering, Antibody Discovery, Lebanon, NH, USA
| | - Yao Yu
- 2 Merck Research Laboratories, Palo Alto, CA, USA
| | - Heather Lynaugh
- 1 Adimab LLC, Protein Analytics, Product Engineering, Antibody Discovery, Lebanon, NH, USA
| | - Irina Burnina
- 1 Adimab LLC, Protein Analytics, Product Engineering, Antibody Discovery, Lebanon, NH, USA
| | - Asparouh Lilov
- 1 Adimab LLC, Protein Analytics, Product Engineering, Antibody Discovery, Lebanon, NH, USA
| | - Jordan Desroches
- 1 Adimab LLC, Protein Analytics, Product Engineering, Antibody Discovery, Lebanon, NH, USA
| | - John Bukowski
- 1 Adimab LLC, Protein Analytics, Product Engineering, Antibody Discovery, Lebanon, NH, USA
| | - Tingwan Sun
- 1 Adimab LLC, Protein Analytics, Product Engineering, Antibody Discovery, Lebanon, NH, USA
| | - Jonathan P Belk
- 1 Adimab LLC, Protein Analytics, Product Engineering, Antibody Discovery, Lebanon, NH, USA
| | - Kirt Johnson
- 1 Adimab LLC, Protein Analytics, Product Engineering, Antibody Discovery, Lebanon, NH, USA
| | - Yingda Xu
- 1 Adimab LLC, Protein Analytics, Product Engineering, Antibody Discovery, Lebanon, NH, USA
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16
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Gori A, Sola L, Gagni P, Bruni G, Liprino M, Peri C, Colombo G, Cretich M, Chiari M. Screening Complex Biological Samples with Peptide Microarrays: The Favorable Impact of Probe Orientation via Chemoselective Immobilization Strategies on Clickable Polymeric Coatings. Bioconjug Chem 2016; 27:2669-2677. [DOI: 10.1021/acs.bioconjchem.6b00426] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Alessandro Gori
- Consiglio
Nazionale delle
Ricerche, Istituto di Chimica del Riconoscimento Molecolare (ICRM) Via
Mario Bianco, 9, 20131 Milano, Italy
| | - Laura Sola
- Consiglio
Nazionale delle
Ricerche, Istituto di Chimica del Riconoscimento Molecolare (ICRM) Via
Mario Bianco, 9, 20131 Milano, Italy
| | - Paola Gagni
- Consiglio
Nazionale delle
Ricerche, Istituto di Chimica del Riconoscimento Molecolare (ICRM) Via
Mario Bianco, 9, 20131 Milano, Italy
| | - Giulia Bruni
- Consiglio
Nazionale delle
Ricerche, Istituto di Chimica del Riconoscimento Molecolare (ICRM) Via
Mario Bianco, 9, 20131 Milano, Italy
| | - Marta Liprino
- Consiglio
Nazionale delle
Ricerche, Istituto di Chimica del Riconoscimento Molecolare (ICRM) Via
Mario Bianco, 9, 20131 Milano, Italy
| | - Claudio Peri
- Consiglio
Nazionale delle
Ricerche, Istituto di Chimica del Riconoscimento Molecolare (ICRM) Via
Mario Bianco, 9, 20131 Milano, Italy
| | - Giorgio Colombo
- Consiglio
Nazionale delle
Ricerche, Istituto di Chimica del Riconoscimento Molecolare (ICRM) Via
Mario Bianco, 9, 20131 Milano, Italy
| | - Marina Cretich
- Consiglio
Nazionale delle
Ricerche, Istituto di Chimica del Riconoscimento Molecolare (ICRM) Via
Mario Bianco, 9, 20131 Milano, Italy
| | - Marcella Chiari
- Consiglio
Nazionale delle
Ricerche, Istituto di Chimica del Riconoscimento Molecolare (ICRM) Via
Mario Bianco, 9, 20131 Milano, Italy
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17
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Koukouvinos G, Petrou P, Misiakos K, Drygiannakis D, Raptis I, Stefanitsis G, Martini S, Nikita D, Goustouridis D, Moser I, Jobst G, Kakabakos S. Simultaneous determination of CRP and D-dimer in human blood plasma samples with White Light Reflectance Spectroscopy. Biosens Bioelectron 2016; 84:89-96. [DOI: 10.1016/j.bios.2015.11.094] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2015] [Revised: 11/27/2015] [Accepted: 11/30/2015] [Indexed: 11/26/2022]
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18
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Zhang X, Daaboul GG, Spuhler PS, Dröge P, Ünlü MS. Quantitative characterization of conformational-specific protein-DNA binding using a dual-spectral interferometric imaging biosensor. NANOSCALE 2016; 8:5587-5598. [PMID: 26890964 DOI: 10.1039/c5nr06785e] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
DNA-binding proteins play crucial roles in the maintenance and functions of the genome and yet, their specific binding mechanisms are not fully understood. Recently, it was discovered that DNA-binding proteins recognize specific binding sites to carry out their functions through an indirect readout mechanism by recognizing and capturing DNA conformational flexibility and deformation. High-throughput DNA microarray-based methods that provide large-scale protein-DNA binding information have shown effective and comprehensive analysis of protein-DNA binding affinities, but do not provide information of DNA conformational changes in specific protein-DNA complexes. Building on the high-throughput capability of DNA microarrays, we demonstrate a quantitative approach that simultaneously measures the amount of protein binding to DNA and nanometer-scale DNA conformational change induced by protein binding in a microarray format. Both measurements rely on spectral interferometry on a layered substrate using a single optical instrument in two distinct modalities. In the first modality, we quantitate the amount of binding of protein to surface-immobilized DNA in each DNA spot using a label-free spectral reflectivity technique that accurately measures the surface densities of protein and DNA accumulated on the substrate. In the second modality, for each DNA spot, we simultaneously measure DNA conformational change using a fluorescence vertical sectioning technique that determines average axial height of fluorophores tagged to specific nucleotides of the surface-immobilized DNA. The approach presented in this paper, when combined with current high-throughput DNA microarray-based technologies, has the potential to serve as a rapid and simple method for quantitative and large-scale characterization of conformational specific protein-DNA interactions.
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Affiliation(s)
- Xirui Zhang
- Department of Biomedical Engineering, Boston University, Boston, Massachusetts 02215, USA
| | - George G Daaboul
- Department of Biomedical Engineering, Boston University, Boston, Massachusetts 02215, USA and Department of Electrical and Computer Engineering, Boston University, Boston, Massachusetts 02215, USA.
| | - Philipp S Spuhler
- Department of Biomedical Engineering, Boston University, Boston, Massachusetts 02215, USA
| | - Peter Dröge
- School of Biological Sciences, Nanyang Technological University, Singapore 637551
| | - M Selim Ünlü
- Department of Biomedical Engineering, Boston University, Boston, Massachusetts 02215, USA and Department of Electrical and Computer Engineering, Boston University, Boston, Massachusetts 02215, USA.
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19
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Gagni P, Cretich M, Benussi L, Tonoli E, Ciani M, Ghidoni R, Santini B, Galbiati E, Prosperi D, Chiari M. Combined mass quantitation and phenotyping of intact extracellular vesicles by a microarray platform. Anal Chim Acta 2015; 902:160-167. [PMID: 26703266 DOI: 10.1016/j.aca.2015.10.017] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2015] [Revised: 10/08/2015] [Accepted: 10/14/2015] [Indexed: 12/25/2022]
Abstract
The interest towards extracellular vesicles (EVs) has grown exponentially over the last few years; being involved in intercellular communication and serving as reservoirs for biomarkers for tumors, they have a great potential for liquid biopsy development, possibly replacing many costly and invasive tissue biopsies. Here we propose, for the first time, the use of a Si/SiO2 interferometric, microarray platform for multiparametric intact EVs analysis combining label-free EVs mass quantitation and high sensitivity fluorescence based phenotyping. Label free interferometric measurement allows to quantify the amount of vesicles captured by printed antibodies while, on the same chip, EVs are also detected by fluorescence in a sandwich immunoassay. The proposed method simultaneously detects, quantify and phenotype intact EVs in a microarray format.
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Affiliation(s)
- Paola Gagni
- Consiglio Nazionale delle Ricerche, Istituto di Chimica del Riconoscimento Molecolare (ICRM), Italy
| | - Marina Cretich
- Consiglio Nazionale delle Ricerche, Istituto di Chimica del Riconoscimento Molecolare (ICRM), Italy.
| | - Luisa Benussi
- Molecular Markers Laboratory, IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia, Italy
| | - Elisa Tonoli
- Molecular Markers Laboratory, IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia, Italy
| | - Miriam Ciani
- Molecular Markers Laboratory, IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia, Italy
| | - Roberta Ghidoni
- Molecular Markers Laboratory, IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia, Italy
| | - Benedetta Santini
- NanoBioLab, Dipartimento di Biotecnologie e Bioscienze, Università di Milano-Bicocca, Milano, Italy
| | - Elisabetta Galbiati
- NanoBioLab, Dipartimento di Biotecnologie e Bioscienze, Università di Milano-Bicocca, Milano, Italy
| | - Davide Prosperi
- NanoBioLab, Dipartimento di Biotecnologie e Bioscienze, Università di Milano-Bicocca, Milano, Italy
| | - Marcella Chiari
- Consiglio Nazionale delle Ricerche, Istituto di Chimica del Riconoscimento Molecolare (ICRM), Italy
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20
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Finetti C, Plavisch L, Chiari M. Use of quantum dots as mass and fluorescence labels in microarray biosensing. Talanta 2015; 147:397-401. [PMID: 26592624 DOI: 10.1016/j.talanta.2015.10.012] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2015] [Revised: 09/30/2015] [Accepted: 10/04/2015] [Indexed: 02/07/2023]
Abstract
In this work, we demonstrate the efficacy of a Quantum Dot (QD) mass label strategy to enhance sensitivity in an interferometric technique called interferometric reflectance imaging sensor (IRIS). This biomass detection platform confers the advantage of absolute mass quantification and lower cost, easily implementable equipment. We discuss the advantages of this label when used in parallel with fluorescence detection. QDs represent a unique opportunity to improve sensitivity in both mass-label detection methods due to their large detectable mass, as well as in fluorescence detection, as they fluoresce without quenching. Streptavidin-conjugated QDs (SA-QDs) have been investigated as such a dual-role probe because of their large shape and mass, their 655nm emission peak for fluorescent detection platforms, and their robust insensitivity to photobleaching and quenching. In particular we explored their dual role in a microarrays immunoassay designed to detect antibodies against β-lactoglobulin, a common milk allergen. The SA-QDs formed a large detectable monolayer of 6.2ng/mm(2) in the saturation conditions, a mass signal corroborated by previous studies by Platt et al..
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Affiliation(s)
- Chiara Finetti
- Consiglio Nazionale delle Ricerche, Istituto di Chimica del Riconoscimento Molecolare, 20131 Milano, Italy
| | - Lauren Plavisch
- Consiglio Nazionale delle Ricerche, Istituto di Chimica del Riconoscimento Molecolare, 20131 Milano, Italy
| | - Marcella Chiari
- Consiglio Nazionale delle Ricerche, Istituto di Chimica del Riconoscimento Molecolare, 20131 Milano, Italy.
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21
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Seymour E, Daaboul GG, Zhang X, Scherr SM, Ünlü NL, Connor JH, Ünlü MS. DNA-Directed Antibody Immobilization for Enhanced Detection of Single Viral Pathogens. Anal Chem 2015; 87:10505-12. [DOI: 10.1021/acs.analchem.5b02702] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Affiliation(s)
- Elif Seymour
- Department
of Biomedical Engineering, Boston University, Boston, Massachusetts 02215, United States
| | - George G. Daaboul
- Department
of Electrical and Computer Engineering, Boston University, Boston, Massachusetts 02215, United States
| | - Xirui Zhang
- Department
of Biomedical Engineering, Boston University, Boston, Massachusetts 02215, United States
| | - Steven M. Scherr
- Department
of Mechanical Engineering, Boston University, Boston, Massachusetts 02215, United States
| | - Nese Lortlar Ünlü
- Department
of Biomedical Engineering, Boston University, Boston, Massachusetts 02215, United States
- School
of Medicine, Bahcesehir University, Istanbul 34730, Turkey
| | - John H. Connor
- Department
of Microbiology, Boston University School of Medicine, Boston, Massachusetts 02218, United States
| | - M. Selim Ünlü
- Department
of Biomedical Engineering, Boston University, Boston, Massachusetts 02215, United States
- Department
of Electrical and Computer Engineering, Boston University, Boston, Massachusetts 02215, United States
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22
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Zhang X, Daaboul GG, Spuhler PS, Freedman DS, Yurt A, Ahn S, Avci O, Ünlü MS. Nanoscale characterization of DNA conformation using dual-color fluorescence axial localization and label-free biosensing. Analyst 2015; 139:6440-9. [PMID: 25340741 DOI: 10.1039/c4an01425a] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Quantitative determination of the density and conformation of DNA molecules tethered to the surface can help optimize and understand DNA nanosensors and nanodevices, which use conformational or motional changes of surface-immobilized DNA for detection or actuation. We present an interferometric sensing platform that combines (i) dual-color fluorescence spectroscopy for precise axial co-localization of two fluorophores attached at different nucleotides of surface-immobilized DNA molecules and (ii) independent label-free quantification of biomolecule surface density at the same site. Using this platform, we examined the conformation of DNA molecules immobilized on a three-dimensional polymeric surface and demonstrated simultaneous detection of DNA conformational change and binding in real-time. These results demonstrate that independent quantification of both surface density and molecular nanoscale conformation constitutes a versatile approach for nanoscale solid-biochemical interface investigations and molecular binding assays.
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Affiliation(s)
- Xirui Zhang
- Department of Biomedical Engineering, Boston University, 44 Cummington Mall, Boston, MA 02215, USA.
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23
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Interferometric Reflectance Imaging Sensor (IRIS)--A Platform Technology for Multiplexed Diagnostics and Digital Detection. SENSORS 2015. [PMID: 26205273 PMCID: PMC4541952 DOI: 10.3390/s150717649] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Over the last decade, the growing need in disease diagnostics has stimulated rapid development of new technologies with unprecedented capabilities. Recent emerging infectious diseases and epidemics have revealed the shortcomings of existing diagnostics tools, and the necessity for further improvements. Optical biosensors can lay the foundations for future generation diagnostics by providing means to detect biomarkers in a highly sensitive, specific, quantitative and multiplexed fashion. Here, we review an optical sensing technology, Interferometric Reflectance Imaging Sensor (IRIS), and the relevant features of this multifunctional platform for quantitative, label-free and dynamic detection. We discuss two distinct modalities for IRIS: (i) low-magnification (ensemble biomolecular mass measurements) and (ii) high-magnification (digital detection of individual nanoparticles) along with their applications, including label-free detection of multiplexed protein chips, measurement of single nucleotide polymorphism, quantification of transcription factor DNA binding, and high sensitivity digital sensing and characterization of nanoparticles and viruses.
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24
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Yu C, Lopez CA, Hu H, Xia Y, Freedman DS, Reddington AP, Daaboul GG, Ünlü MS, Genco CA. A high-throughput method to examine protein-nucleotide interactions identifies targets of the bacterial transcriptional regulatory protein fur. PLoS One 2014; 9:e96832. [PMID: 24811061 PMCID: PMC4014563 DOI: 10.1371/journal.pone.0096832] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2014] [Accepted: 04/13/2014] [Indexed: 11/19/2022] Open
Abstract
The Ferric uptake regulatory protein (Fur) is a transcriptional regulatory protein that functions to control gene transcription in response to iron in a number of pathogenic bacteria. In this study, we applied a label-free, quantitative and high-throughput analysis method, Interferometric Reflectance Imaging Sensor (IRIS), to rapidly characterize Fur-DNA interactions in vitro with predicted Fur binding sequences in the genome of Neisseria gonorrhoeae, the causative agent of the sexually transmitted disease gonorrhea. IRIS can easily be applied to examine multiple protein-protein, protein-nucleotide and nucleotide-nucleotide complexes simultaneously and demonstrated here that seventy percent of the predicted Fur boxes in promoter regions of iron-induced genes bound to Fur in vitro with a range of affinities as observed using this microarray screening technology. Combining binding data with mRNA expression levels in a gonococcal fur mutant strain allowed us to identify five new gonococcal genes under Fur-mediated direct regulation.
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Affiliation(s)
- Chunxiao Yu
- Department of Medicine, Section of Infectious Diseases, Boston University School of Medicine, Boston University, Boston, Massachusetts, United States of America
| | - Carlos A. Lopez
- Department of Electrical and Computer Engineering, Boston University, Boston, Massachusetts, United States of America
| | - Han Hu
- Bioinformatics Graduate Program, Boston University, Boston, Massachusetts, United States of America
| | - Yu Xia
- Bioinformatics Graduate Program, Boston University, Boston, Massachusetts, United States of America
| | - David S. Freedman
- Department of Biomedical Engineering, Boston University, Boston, Massachusetts, United States of America
| | - Alexander P. Reddington
- Department of Electrical and Computer Engineering, Boston University, Boston, Massachusetts, United States of America
| | - George G. Daaboul
- Department of Biomedical Engineering, Boston University, Boston, Massachusetts, United States of America
| | - M. Selim Ünlü
- Department of Electrical and Computer Engineering, Boston University, Boston, Massachusetts, United States of America
- Department of Biomedical Engineering, Boston University, Boston, Massachusetts, United States of America
- Physics Department, Boston University, Boston, Massachusetts, United States of America
| | - Caroline Attardo Genco
- Department of Medicine, Section of Infectious Diseases, Boston University School of Medicine, Boston University, Boston, Massachusetts, United States of America
- Department of Microbiology, Boston University School of Medicine, Boston University, Boston, Massachusetts, United States of America
- * E-mail:
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25
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Litwińczuk A, Ryu SR, Nafie LA, Lee JW, Kim HI, Jung YM, Czarnik-Matusewicz B. The transition from the native to the acid-state characterized by multi-spectroscopy approach: study for the holo-form of bovine α-lactalbumin. BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS 2014; 1844:593-606. [PMID: 24389233 DOI: 10.1016/j.bbapap.2013.12.018] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/05/2013] [Revised: 12/09/2013] [Accepted: 12/24/2013] [Indexed: 12/26/2022]
Abstract
The transition of the holo-form of bovine α-lactalbumin from the native (N) to the pH-generated acidic-state (A-state) was analyzed by probing its tertiary and secondary structure using a concerted spectroscopic approach combining near- and far-UV circular dichroism (CD), electrospray ionization ion mobility mass spectrometry (ESI-IM-MS), vibrational circular dichroism (VCD), and Fourier transform infrared spectroscopy (FTIR) in the attenuated total reflection (ATR) and transmission (TR) modes. The spectroscopic results, which relied on the interaction of an electromagnetic field with different molecular targets, confirmed the decay of extensive rigid side-chain packing interactions during the pH-induced N→A-state transition and revealed the targets' dependence on secondary structural changes. Independent analyses of the spectral changes using two methods of multivariate analysis, such as principal component analysis and two-dimensional correlation spectroscopy, revealed small but significant differences in the secondary structure as a result of the all-or-none transition. The cooperativity of the transition was quantitatively described using values corresponding to the mid-point (tm) and width of the transition (Δtm). The averages of the two parameters, calculated using the data collected by the different probes, were equal to 3.5±0.2 and 0.6±0.1(SE), respectively. The variable two-state nature of the cooperative N→A-state transition confirmed that the protonation of the side chain carboxyl groups on the Asp and Glu residues and that the release of a Ca(2+) ion induced structural changes on both the secondary and tertiary levels. The changes have been confirmed by results obtained from the concerted spectroscopic approach.
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Affiliation(s)
- Adriana Litwińczuk
- Faculty of Chemistry, University of Wrocław, F. Joliot-Curie 14, 50-383 Wrocław, Poland
| | - Soo Ryeon Ryu
- Department of Chemistry, Institute for Molecular Science and Fusion Technology, Kangwon National University, Chunchon 200-701, Republic of Korea
| | - Laurence A Nafie
- Department of Chemistry, Syracuse University, Syracuse, NY 13244, USA
| | - Jong Wha Lee
- Department of Chemistry, Pohang University of Science and Technology, Pohang 790-784, Republic of Korea
| | - Hugh I Kim
- Department of Chemistry, Pohang University of Science and Technology, Pohang 790-784, Republic of Korea; Division of Advanced Materials Science, Pohang University of Science and Technology, Pohang 790-784, Republic of Korea
| | - Young Mee Jung
- Department of Chemistry, Institute for Molecular Science and Fusion Technology, Kangwon National University, Chunchon 200-701, Republic of Korea.
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26
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Cheng XR, Daaboul GG, Ünlü MS, Kerman K. LED-based interferometric reflectance imaging sensor for the detection of amyloid-β aggregation. Analyst 2014; 139:59-65. [DOI: 10.1039/c3an01307c] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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27
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Cretich M, Damin F, Chiari M. Protein microarray technology: how far off is routine diagnostics? Analyst 2014; 139:528-42. [DOI: 10.1039/c3an01619f] [Citation(s) in RCA: 66] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
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28
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Bougot-Robin K, Kodzius R, Yue W, Chen L, Li S, Zhang XX, Benisty H, Wen W. Real time hybridization studies by resonant waveguide gratings using nanopattern imaging for Single Nucleotide Polymorphism detection. Biomed Microdevices 2013; 16:287-99. [DOI: 10.1007/s10544-013-9832-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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29
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Reddington AP, Monroe MR, Ünlü MS. Integrated imaging instrument for self-calibrated fluorescence protein microarrays. THE REVIEW OF SCIENTIFIC INSTRUMENTS 2013; 84:103702. [PMID: 24182114 PMCID: PMC3799691 DOI: 10.1063/1.4823790] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/05/2013] [Accepted: 09/16/2013] [Indexed: 06/02/2023]
Abstract
Protein microarrays, or multiplexed and high-throughput assays, monitor multiple protein binding events to facilitate the understanding of disease progression and cell physiology. Fluorescence imaging is a popular method to detect proteins captured by immobilized probes with high sensitivity and specificity. Reliability of fluorescence assays depends on achieving minimal inter- and intra-assay probe immobilization variation, an ongoing challenge for protein microarrays. Therefore, it is desirable to establish a label-free method to quantify the probe density prior to target incubation to calibrate the fluorescence readout. Previously, a silicon oxide on silicon chip design was introduced to enhance the fluorescence signal and enable interferometric imaging to self-calibrate the signal with the immobilized probe density. In this paper, an integrated interferometric reflectance imaging sensor and wide-field fluorescence instrument is introduced for sensitive and calibrated microarray measurements. This platform is able to analyze a 2.5 mm × 3.4 mm area, or 200 spots (100 μm diameter with 200 μm pitch), in a single field-of-view.
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Affiliation(s)
- A P Reddington
- Department of Electrical and Computer Engineering, Boston University, Boston, Massachusetts 02215, USA
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30
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Ahn S, Freedman DS, Massari P, Cabodi M, Ünlü MS. A mass-tagging approach for enhanced sensitivity of dynamic cytokine detection using a label-free biosensor. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2013; 29:5369-5376. [PMID: 23547938 DOI: 10.1021/la400982h] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Abstract
Monitoring cytokine release by cells allows the investigation of cellular response to specific external stimuli, such as pathogens or candidate drugs. Unlike conventional colorimetric techniques, label-free detection of cytokines enables studying cellular secretions in real time by eliminating additional wash and labeling steps after the binding step. However, label-free techniques that are based on measuring mass accumulation on a sensor surface are challenging for measuring small cytokines binding to much larger capture agents (usually antibodies) because the relative signal change is small. This problem is exacerbated when the capturing antibodies desorb from the surface, a phenomenon that almost inevitably occurs in immunoassays but is rarely accounted for. Here, we demonstrate a quantitative dynamic detection of interleukine-6 (IL-6), a pro-inflammatory cytokine, using an interferometric reflectance imaging sensor (IRIS). We improved the accuracy of the quantitative analysis of this relatively small protein (21 kDa) by characterizing the antibody desorption rate and compensating for the antibody loss during the binding experiment. By correcting for protein desorption, we achieved an analytical limit of detection at 19 ng/mL IL-6 concentration. We enhanced the sensitivity by 7-fold by using detection antibodies that recognize a different epitope of the cytokine. We demonstrate that these detection antibodies, which we call "mass tags", can be used concurrently with the target analyte to eliminate an additional wash and binding step. Finally, we report successful label-free detection of IL-6 in cell culture medium (with 10% serum) with comparable signal to that obtained in PBS. This work is the first to report quantitative dynamic label-free detection of small protein in a complex biological fluid using IRIS.
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Affiliation(s)
- Sunmin Ahn
- Department of Biomedical Engineering, Boston University, Boston, Massachusetts 02215, USA
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31
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Guo CY, Wang HY, Liu XP, Fan LY, Zhang L, Cao CX. Fast and selective determination of total protein in milk powder via titration of moving reaction boundary electrophoresis. Electrophoresis 2013; 34:1343-51. [DOI: 10.1002/elps.201300007] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2012] [Revised: 02/18/2013] [Accepted: 02/18/2013] [Indexed: 11/07/2022]
Affiliation(s)
| | - Hou-yu Wang
- Laboratory of Bioseparation and Analytical Biochemistry; State Key Laboratory of Microbial Metabolism; School of Life Science and Biotechnology; Shanghai Jiao Tong University; Shanghai; China
| | - Xiao-Ping Liu
- Laboratory of Bioseparation and Analytical Biochemistry; State Key Laboratory of Microbial Metabolism; School of Life Science and Biotechnology; Shanghai Jiao Tong University; Shanghai; China
| | - Liu-yin Fan
- Laboratory of Bioseparation and Analytical Biochemistry; State Key Laboratory of Microbial Metabolism; School of Life Science and Biotechnology; Shanghai Jiao Tong University; Shanghai; China
| | - Lei Zhang
- School of Environment and Chemistry; Shanghai Normal University; Shanghai; China
| | - Cheng-xi Cao
- Laboratory of Bioseparation and Analytical Biochemistry; State Key Laboratory of Microbial Metabolism; School of Life Science and Biotechnology; Shanghai Jiao Tong University; Shanghai; China
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32
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Development of a high-sensitivity immunoassay for amyloid-beta 1-42 using a silicon microarray platform. Biosens Bioelectron 2013; 47:490-5. [PMID: 23624018 DOI: 10.1016/j.bios.2013.03.077] [Citation(s) in RCA: 50] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2013] [Accepted: 03/29/2013] [Indexed: 12/25/2022]
Abstract
In this work, we present a highly sensitive immunoassay for the detection of the Alzheimer's disease (AD) biomarker amyloid-beta 1-42 (Aβ42) based on a label/label-free microarray platform that utilises silicon/silicon oxide (Si/SiO2) substrates. Due to constructive interference, Si/SiO2 layered slides allow enhancement of the fluorescence intensity on the surface with significant improvements in sensitivity of detection. The same substrate allows the label-free multiplexed detection of targets using the Interferometric Reflectance Imaging Sensor (IRIS), a platform amenable to high-throughput detection of mass changes on microarray substrates. Silicon chips are coated with copoly(DMA-NAS-MAPS), a ter-copolymer made from dimethylacrylamide (DMA), 3-(trimethoxysilyl)propyl methacrylate (MAPS) and N-Acryloyloxy succinimide (NAS). Aβ42 aggregation was studied by circular dichroism (CD), and an optimal antibody pair was selected based on specificity of recognition, binding yield and spot morphology of the capture antibody on the coated silicon surface as analysed by IRIS. Finally, incubation conditions were optimised, and an unprecedented Aβ42 detection sensitivity of 73pg/mL was achieved using an artificial cerebrospinal fluid (CSF) sample. Because of their multiplexing capability, low volume sample consumption and efficient sample-to-result time for population-wide screening, microarrays are ideal tools for the identification of individuals with preclinical AD who are still cognitively healthy. The high sensitivity of this assay format, potentially coupled to a pre-concentration step or signal-enhancing modifications, could lead to a non-invasive, inexpensive diagnostic tool for population-wide screening of AD biomarkers in biological fluids other than CSF, such as serum or plasma.
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33
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Monroe MR, Daaboul GG, Tuysuzoglu A, Lopez CA, Little FF, Ünlü MS. Single nanoparticle detection for multiplexed protein diagnostics with attomolar sensitivity in serum and unprocessed whole blood. Anal Chem 2013; 85:3698-706. [PMID: 23469929 PMCID: PMC3690328 DOI: 10.1021/ac4000514] [Citation(s) in RCA: 52] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
Although biomarkers exist for a range of disease diagnostics, a single low-cost platform exhibiting the required sensitivity, a large dynamic-range and multiplexing capability, and zero sample preparation remains in high demand for a variety of clinical applications. The Interferometric Reflectance Imaging Sensor (IRIS) was utilized to digitally detect and size single gold nanoparticles to identify protein biomarkers in unprocessed serum and blood samples. IRIS is a simple, inexpensive, multiplexed, high-throughput, and label-free optical biosensor that was originally used to quantify biomass captured on a surface with moderate sensitivity. Here we demonstrate detection of β-lactoglobulin, a cow's milk whey protein spiked in serum (>10 orders of magnitude) and whole blood (>5 orders of magnitude), at attomolar sensitivity. The clinical utility of IRIS was demonstrated by detecting allergen-specific IgE from microliters of characterized human serum and unprocessed whole blood samples by using secondary antibodies against human IgE labeled with 40 nm gold nanoparticles. To the best of our knowledge, this level of sensitivity over a large dynamic range has not been previously demonstrated. IRIS offers four main advantages compared to existing technologies: it (i) detects proteins from attomolar to nanomolar concentrations in unprocessed biological samples, (ii) unambiguously discriminates nanoparticles tags on a robust and physically large sensor area, (iii) detects protein targets with conjugated very small nanoparticle tags (~40 nm diameter), which minimally affect assay kinetics compared to conventional microparticle tagging methods, and (iv) utilizes components that make the instrument inexpensive, robust, and portable. These features make IRIS an ideal candidate for clinical and diagnostic applications.
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Affiliation(s)
- Margo R. Monroe
- Department of Biomedical Engineering, Boston University, 44 Cummington Street, Boston, Massachusetts 02215, United States
| | - George G. Daaboul
- Department of Biomedical Engineering, Boston University, 44 Cummington Street, Boston, Massachusetts 02215, United States
| | - Ahmet Tuysuzoglu
- Department of Electrical and Computer Engineering, Boston University, 8 St. Mary’s Street, Boston, Massachussetts 02215, United States
| | - Carlos A. Lopez
- Department of Electrical and Computer Engineering, Boston University, 8 St. Mary’s Street, Boston, Massachussetts 02215, United States
| | - Frédéric F. Little
- Pulmonary Center, Boston University School of Medicine, 715 Albany Street, Boston, Massachusetts 02118, United States
| | - M. Selim Ünlü
- Department of Biomedical Engineering, Boston University, 44 Cummington Street, Boston, Massachusetts 02215, United States
- Department of Electrical and Computer Engineering, Boston University, 8 St. Mary’s Street, Boston, Massachussetts 02215, United States
- Physics Department, Boston University, 590 Commonwealth Avenue, Boston, Massachusetts 02215, United States
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34
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Ahn S, Freedman DS, Zhang X, Unlü MS. High-throughput label-free detection of DNA hybridization and mismatch discrimination using interferometric reflectance imaging sensor. Methods Mol Biol 2013; 1039:181-200. [PMID: 24026697 DOI: 10.1007/978-1-62703-535-4_16] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Abstract
Optical label-free biosensors have demonstrated advantages over fluorescent-based detection methods by allowing accurate quantification while also being capable of measuring dynamic bimolecular interactions. A simple, high-throughput, solid-phase, and label-free technique, interferometric reflectance imaging sensor (IRIS), can quantify the mass density of DNA with pg/mm(2) sensitivity by measuring the optical path difference. We present the design of the IRIS instrument and complementary microarrays that can be used to perform a quantitative analysis of DNA microarrays. Finally, we present methods to accurately calculate the hybridization efficiency and identify SNPs from dynamic measurements, as well as supporting software algorithms needed for robust data processing.
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Affiliation(s)
- Sunmin Ahn
- Department of Biomedical Engineering, Boston University, Boston, MA, USA
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35
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Label-free microcavity biosensors: steps towards personalized medicine. SENSORS 2012; 12:17262-94. [PMID: 23443397 PMCID: PMC3571837 DOI: 10.3390/s121217262] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/16/2012] [Revised: 12/10/2012] [Accepted: 12/11/2012] [Indexed: 01/20/2023]
Abstract
Personalized medicine has the potential to improve our ability to maintain health and treat disease, while ameliorating continuously rising healthcare costs. Translation of basic research findings to clinical applications within regulatory compliance is required for personalized medicine to become the new foundation for practice of medicine. Deploying even a few of the thousands of potential diagnostic biomarkers identified each year as part of personalized treatment workflows requires clinically efficient biosensor technologies to monitor multiple biomarkers in patients in real time. This paper discusses a critical component of a regulatory system, a microcavity optical biosensor for label-free monitoring of biomolecular interactions at physiologically-relevant concentrations. While most current biosensor research focuses on improving sensitivity, this paper emphasizes other characteristics a biosensor technology requires to be practical in a clinical setting, presenting robust microcavity biosensors which are easy to manufacture and integrate with microfluidics into flexible and redesignable platforms making the microcavity biosensors deployable for continuous monitoring of biomarkers in body fluids in the clinic, in dense 2D random arrays for high-throughput applications like drug-library screening in interactomics, and of the secretory behavior of single cells in the laboratory.
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36
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TATA binding proteins can recognize nontraditional DNA sequences. Biophys J 2012; 103:1510-7. [PMID: 23062343 DOI: 10.1016/j.bpj.2012.08.030] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2012] [Revised: 08/10/2012] [Accepted: 08/14/2012] [Indexed: 11/21/2022] Open
Abstract
We demonstrate an accurate, quantitative, and label-free optical technology for high-throughput studies of receptor-ligand interactions, and apply it to TATA binding protein (TBP) interactions with oligonucleotides. We present a simple method to prepare single-stranded and double-stranded DNA microarrays with comparable surface density, ensuring an accurate comparison of TBP activity with both types of DNA. In particular, we find that TBP binds tightly to single-stranded DNA, especially to stretches of polythymine (poly-T), as well as to the traditional TATA box. We further investigate the correlation of TBP activity with various lengths of DNA and find that the number of TBPs bound to DNA increases >7-fold as the oligomer length increases from 9 to 40. Finally, we perform a full human genome analysis and discover that 35.5% of human promoters have poly-T stretches. In summary, we report, for the first time to our knowledge, the activity of TBP with poly-T stretches by presenting an elegant stepwise analysis of multiple techniques: discovery by a novel quantitative detection of microarrays, confirmation by a traditional gel electrophoresis, and a full genome prediction with computational analyses.
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37
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Cretich M, Monroe MR, Reddington A, Zhang X, Daaboul GG, Damin F, Sola L, Unlu MS, Chiari M. Interferometric silicon biochips for label and label-free DNA and protein microarrays. Proteomics 2012; 12:2963-77. [PMID: 22930463 DOI: 10.1002/pmic.201200202] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2012] [Revised: 08/16/2012] [Accepted: 08/20/2012] [Indexed: 11/12/2022]
Abstract
Protein and DNA microarrays hold the promise to revolutionize the field of molecular diagnostics. Traditional microarray applications employ labeled detection strategies based on the use of fluorescent and chemiluminescent secondary antibodies. However, the development of high throughput, sensitive, label-free detection techniques is attracting attention as they do not require labeled reactants and provide quantitative information on binding kinetics. In this article, we will provide an overview of the recent author's work in label and label-free sensing platforms employing silicon/silicon oxide (Si/SiO(2)) substrates for interferometric and/or fluorescence detection of microarrays. The review will focus on applications of Si/SiO(2) with controlled oxide layers to (i) enhance the fluorescence intensity by optical interferences, (ii) quantify with sub-nanometer accuracy the axial locations of fluorophore-labeled probes tethered to the surface, and (iii) detect protein-protein interactions label free. Different methods of biofunctionalization of the sensing surface will be discussed. In particular, organosilanization reactions for monodimensional coatings and polymeric coatings will be extensively reviewed. Finally, the importance of calibration of protein microarrays through the dual use of labeled and label-free detection schemes on the same chip will be illustrated.
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Affiliation(s)
- Marina Cretich
- Consiglio Nazionale delle Ricerche, Istituto di Chimica del Riconoscimento Molecolare, Milano, Italy
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38
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Ahn S, Spuhler PS, Chiari M, Cabodi M, Ünlü MS. Quantification of surface etching by common buffers and implications on the accuracy of label-free biological assays. Biosens Bioelectron 2012; 36:222-9. [PMID: 22560160 DOI: 10.1016/j.bios.2012.04.020] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2012] [Accepted: 04/11/2012] [Indexed: 11/29/2022]
Abstract
High throughput analyses in biochemical assays are gaining popularity in the post-genomic era. Multiple label-free detection methods are especially of interest, as they allow quantitative monitoring of biomolecular interactions. It is assumed that the sensor surface is stable to the surrounding medium while the biochemical processes are taking place. Using the Interferometric Reflectance Imaging Sensor (IRIS), we found that buffers commonly used in biochemical reactions can remove silicon dioxide, a material frequently used as the solid support in the microarray industry. Here, we report 53 pm to 731 pm etching of the surface silicon oxide over a 12-h period for several different buffers, including various concentrations of SSC, SSPE, PBS, TRIS, MES, sodium phosphate, and potassium phosphate buffers, and found that PBS and MES buffers are much more benign than the others. We observe a linear dependence of the etch depth over time, and we find the etch rate of silicon dioxide in different buffers that ranges from 2.73±0.76 pm/h in 1M NaCl to 43.54±2.95 pm/h in 6×SSC. The protective effects by chemical modifications of the surface are explored. We demonstrate unaccounted glass etching leading to erroneous results with label-free detection of DNA microarrays, and offer remedies to increase the accuracy of quantitative analysis.
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Affiliation(s)
- Sunmin Ahn
- Department of Biomedical Engineering, Boston University, Boston, MA 02215, USA
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39
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Kussrow A, Enders CS, Bornhop DJ. Interferometric methods for label-free molecular interaction studies. Anal Chem 2012; 84:779-92. [PMID: 22060037 PMCID: PMC4317347 DOI: 10.1021/ac202812h] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Amanda Kussrow
- Department of Chemistry and Vanderbilt Institute of Chemical Biology, Vanderbilt University, 7330 Stevenson Center, Nashville, Tennessee 37235, United States
| | - Carolyn S. Enders
- Department of Chemistry and Vanderbilt Institute of Chemical Biology, Vanderbilt University, 7330 Stevenson Center, Nashville, Tennessee 37235, United States
| | - Darryl J. Bornhop
- Department of Chemistry and Vanderbilt Institute of Chemical Biology, Vanderbilt University, 7330 Stevenson Center, Nashville, Tennessee 37235, United States
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40
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Monroe MR, Reddington AP, Collins AD, LaBoda C, Cretich M, Chiari M, Little FF, Unlü MS. Multiplexed method to calibrate and quantitate fluorescence signal for allergen-specific IgE. Anal Chem 2011; 83:9485-91. [PMID: 22060132 PMCID: PMC3395232 DOI: 10.1021/ac202212k] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
Using a microarray platform for allergy diagnosis allows for testing of specific IgE sensitivity to a multitude of allergens, while requiring only small volumes of serum. However, variation of probe immobilization on microarrays hinders the ability to make quantitative, assertive, and statistically relevant conclusions necessary in immunodiagnostics. To address this problem, we have developed a calibrated, inexpensive, multiplexed, and rapid protein microarray method that directly correlates surface probe density to captured labeled secondary antibody in clinical samples. We have identified three major technological advantages of our calibrated fluorescence enhancement (CaFE) technique: (i) a significant increase in fluorescence emission over a broad range of fluorophores on a layered substrate optimized specifically for fluorescence; (ii) a method to perform label-free quantification of the probes in each spot while maintaining fluorescence enhancement for a particular fluorophore; and (iii) a calibrated, quantitative technique that combines fluorescence and label-free modalities to accurately measure probe density and bound target for a variety of antibody-antigen pairs. In this paper, we establish the effectiveness of the CaFE method by presenting the strong linear dependence of the amount of bound protein to the resulting fluorescence signal of secondary antibody for IgG, β-lactoglobulin, and allergen-specific IgEs to Ara h 1 (peanut major allergen) and Phl p 1 (timothy grass major allergen) in human serum.
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Affiliation(s)
- Margo R Monroe
- Department of Biomedical Engineering, Boston University, Boston, Massachusetts 02215, United States
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41
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Zhang M, Akbulut M. Adsorption, desorption, and removal of polymeric nanomedicine on and from cellulose surfaces: effect of size. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2011; 27:12550-9. [PMID: 21879763 DOI: 10.1021/la202287k] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Abstract
The increased production and commercial use of nanoparticulate drug delivery systems combined with a lack of regulation to govern their disposal may result in their introduction to soils and ultimately into groundwater systems. To better understand how such particles interact with environmentally significant interfaces, we study the adsorption, desorption, and removal behavior of poly(ethylene glycol)-based nanoparticulate drug delivery systems on and from cellulose, which is the most common organic compound on Earth. It is shown that such an adsorption process is only partially reversible, and most of the adsorbate particles do not desorb from the cellulose surface even upon rinsing with a large amount of water. The rate constant of adsorption decreases with increasing particle size. Furthermore, hydrodynamic forces acting parallel to the surfaces are found to be of great importance in the context of particle dynamics near the cellulose surface, and ultimately responsible for the removal of some fraction of particles via rolling or sliding. As the particle size increases, the removal rates of the particles increase for a given hydrodynamical condition.
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Affiliation(s)
- Ming Zhang
- Artie McFerrin Department of Chemical Engineering, Materials Science and Engineering Program, Texas A&M University, 230 Jack E. Brown Engineering Building, 3122 TAMU, College Station, Texas 77843-3122, USA
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42
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Szott LM, Horbett TA. Protein interactions with surfaces: cellular responses, complement activation, and newer methods. Curr Opin Chem Biol 2011; 15:677-82. [DOI: 10.1016/j.cbpa.2011.04.021] [Citation(s) in RCA: 48] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2011] [Accepted: 04/07/2011] [Indexed: 10/18/2022]
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43
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Pereira C, Yalçın A, Cretich M, Chiari M, Unlü MS, Nunes D, Bergstein DA. Synergetic chemiluminescence and label-free dual detection for developing a hepatitis protein array. J Immunol Methods 2011; 371:159-64. [PMID: 21718699 DOI: 10.1016/j.jim.2011.06.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2011] [Revised: 05/27/2011] [Accepted: 06/03/2011] [Indexed: 12/01/2022]
Abstract
A dual detection system for protein arrays is presented that combines label-free detection by optical interference with chemiluminescence. A planar protein array that targets hepatitis B surface antigen is developed. Surface densities for individual antibody spots are quantitated using optical interference prior to use. Target binding (10 ng/ml) is detected label-free. Target binding (1 ng/ml) is detected by both optical interference and chemiluminescence with the inclusion of secondary antibodies. Binding results using both methods are found to be directly proportion to the capture probe density measured initially. The dual detection system provides the analytical utility of optical interference detection with the established clinical utility of chemiluminescence detection.
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Affiliation(s)
- C Pereira
- Zoiray Technologies Inc., Boston, MA, USA
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44
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45
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Sriram R, Yadav AR, Mace CR, Miller BL. Validation of arrayed imaging reflectometry biosensor response for protein-antibody interactions: cross-correlation of theory, experiment, and complementary techniques. Anal Chem 2011; 83:3750-7. [PMID: 21517019 DOI: 10.1021/ac2001302] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
One of the critical steps in the development of an analytical technique is to confirm that its experimental response correlates with predictions derived from the theoretical framework on which it is based. This validates the technique quantitatively and, in the case of a biosensor, facilitates a correlation of the sensor's output signal to the concentration of the analyte being tested. Herein we report studies demonstrating that the quantitative response of arrayed imaging reflectometry (AIR), a highly sensitive label-free biosensing method, is a predictable function of the probe and analyte properties. We first incorporated a standard one-site Langmuir binding model describing probe-analyte interactions at the surface into the theoretical model for thickness-dependent reflectance in AIR. This established a hypothetical correlation between the analyte concentration and the AIR response. Spectroscopic ellipsometry, surface plasmon resonance, and AIR were then used to validate this model for two biomedically important proteins, fibroblast growth factor-2 and vascular endothelial growth factor. While our studies demonstrated that the 1:1 one-site Langmuir model accurately described the observed response of macrospot AIR arrays, either a two-site Langmuir model or a Sips isotherm better described the behavior of AIR microarrays. These studies confirmed the quantitative performance of AIR across a range of probe-analyte affinities. Furthermore, the methodology developed here can be extended to other label-free biosensing platforms, thus facilitating a more accurate and quantitative interpretation of the sensor response.
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Affiliation(s)
- Rashmi Sriram
- Department of Biomedical Engineering, University of Rochester, Rochester, New York 14642, USA
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46
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Silicon biochips for dual label-free and fluorescence detection: Application to protein microarray development. Biosens Bioelectron 2011; 26:3938-43. [PMID: 21481581 DOI: 10.1016/j.bios.2011.03.016] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2011] [Revised: 03/15/2011] [Accepted: 03/17/2011] [Indexed: 11/23/2022]
Abstract
A new silicon chip for protein microarray development, fabrication and validation is proposed. The chip is made of two areas with oxide layers of different thicknesses: an area with a 500 nm SiO2 layer dedicated to interferometric label-free detection and quantification of proteins and an area with 100 nm SiO2 providing enhanced fluorescence. The chip allows, within a single experiment performed on the same surface, label-free imaging of arrayed protein probes coupled with high sensitivity fluorescence detection of the molecular interaction counterparts. Such a combined chip is of high practical utility during assay development process to image arrays, check consistency and quality of the protein array, quantify the amount of immobilized probes and finally detect fluorescence of bioassays.
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47
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Lopez CA, Daaboul GG, Vedula RS, Ozkumur E, Bergstein DA, Geisbert TW, Fawcett HE, Goldberg BB, Connor JH, Unlü MS. Label-free multiplexed virus detection using spectral reflectance imaging. Biosens Bioelectron 2011; 26:3432-7. [PMID: 21342761 DOI: 10.1016/j.bios.2011.01.019] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2010] [Revised: 12/21/2010] [Accepted: 01/14/2011] [Indexed: 10/18/2022]
Abstract
We demonstrate detection of whole viruses and viral proteins with a new label-free platform based on spectral reflectance imaging. The Interferometric Reflectance Imaging Sensor (IRIS) has been shown to be capable of sensitive protein and DNA detection in a real time and high-throughput format. Vesicular stomatitis virus (VSV) was used as the target for detection as it is well-characterized for protein composition and can be modified to express viral coat proteins from other dangerous, highly pathogenic agents for surrogate detection while remaining a biosafety level 2 agent. We demonstrate specific detection of intact VSV virions achieved with surface-immobilized antibodies acting as capture probes which is confirmed using fluorescence imaging. The limit of detection is confirmed down to 3.5 × 10(5)plaque-forming units/mL (PFUs/mL). To increase specificity in a clinical scenario, both the external glycoprotein and internal viral proteins were simultaneously detected with the same antibody arrays with detergent-disrupted purified VSV and infected cell lysate solutions. Our results show sensitive and specific virus detection with a simple surface chemistry and minimal sample preparation on a quantitative label-free interferometric platform.
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Affiliation(s)
- Carlos A Lopez
- Department of Electrical & Computer Engineering, Boston University, Boston, MA 02215, USA
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48
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Daaboul GG, Vedula RS, Ahn S, Lopez CA, Reddington A, Ozkumur E, Ünlü MS. LED-based interferometric reflectance imaging sensor for quantitative dynamic monitoring of biomolecular interactions. Biosens Bioelectron 2010; 26:2221-7. [PMID: 20980139 DOI: 10.1016/j.bios.2010.09.038] [Citation(s) in RCA: 53] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2010] [Revised: 09/11/2010] [Accepted: 09/21/2010] [Indexed: 11/28/2022]
Abstract
Label-free optical biosensors have been established as proven tools for monitoring specific biomolecular interactions. However, compact and robust embodiments of such instruments have yet to be introduced in order to provide sensitive, quantitative, and high-throughput biosensing for low-cost research and clinical applications. Here we present the Interferometric Reflectance Imaging Sensor (IRIS) using an inexpensive and durable multi-color LED illumination source to monitor protein-protein and DNA-DNA interactions. We demonstrate the capability of this system to dynamically monitor antigen-antibody interactions with a noise floor of 5.2 pg/mm(2) and DNA single mismatch detection under denaturing conditions in an array format. Our experiments show that this platform has comparable sensitivity to high-end label-free biosensors at a much lower cost with the capability to be translated to field-deployable applications.
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Affiliation(s)
- G G Daaboul
- Dept. of Biomedical Engineering, Boston University, 44 Cummington St., Boston, MA 02215, USA
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49
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Zhao M, Wang X, Nolte D. Mass-transport limitations in spot-based microarrays. BIOMEDICAL OPTICS EXPRESS 2010; 1:983-997. [PMID: 21258524 PMCID: PMC3018043 DOI: 10.1364/boe.1.000983] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/02/2010] [Revised: 09/16/2010] [Accepted: 09/17/2010] [Indexed: 05/30/2023]
Abstract
Mass transport of analyte to surface-immobilized affinity reagents is the fundamental bottleneck for sensitive detection in solid-support microarrays and biosensors. Analyte depletion in the volume adjacent to the sensor causes deviation from ideal association, significantly slows down reaction kinetics, and causes inhomogeneous binding across the sensor surface. In this paper we use high-resolution molecular interferometric imaging (MI2), a label-free optical interferometry technique for direct detection of molecular films, to study the inhomogeneous distribution of intra-spot binding across 100 micron-diameter protein spots. By measuring intra-spot binding inhomogeneity, reaction kinetics can be determined accurately when combined with a numerical three-dimensional finite element model. To ensure homogeneous binding across a spot, a critical flow rate is identified in terms of the association rate k(a) and the spot diameter. The binding inhomogeneity across a spot can be used to distinguish high-affinity low-concentration specific reactions from low-affinity high-concentration non-specific binding of background proteins.
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Affiliation(s)
- Ming Zhao
- Department of Physics, Purdue University,
525 Northwestern Avenue, West Lafayette, IN 47907, USA
- Currently with the College of Optical Sciences, the University of Arizona,
1630 East University Boulevard, Tucson, AZ 85721, USA
| | - Xuefeng Wang
- Department of Physics, Purdue University,
525 Northwestern Avenue, West Lafayette, IN 47907, USA
- Currently with the Department of Physics, University of Illinois at Urbana-Champaign,
1110 West Green Street, Urbana, IL 61801, USA
| | - David Nolte
- Department of Physics, Purdue University,
525 Northwestern Avenue, West Lafayette, IN 47907, USA
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50
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Ozkumur E, Ahn S, Yalçin A, Lopez CA, Cevik E, Irani RJ, DeLisi C, Chiari M, Unlü MS. Label-free microarray imaging for direct detection of DNA hybridization and single-nucleotide mismatches. Biosens Bioelectron 2010; 25:1789-95. [PMID: 20097056 DOI: 10.1016/j.bios.2009.12.032] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2009] [Revised: 12/09/2009] [Accepted: 12/23/2009] [Indexed: 10/20/2022]
Abstract
A novel method is proposed for direct detection of DNA hybridization on microarrays. Optical interferometry is used for label-free sensing of biomolecular accumulation on glass surfaces, enabling dynamic detection of interactions. Capabilities of the presented method are demonstrated by high-throughput sensing of solid-phase hybridization of oligonucleotides. Hybridization of surface immobilized probes with 20 base pair-long target oligonucleotides was detected by comparing the label-free microarray images taken before and after hybridization. Through dynamic data acquisition during denaturation by washing the sample with low ionic concentration buffer, melting of duplexes with a single-nucleotide mismatch was distinguished from perfectly matching duplexes with high confidence interval (>97%). The presented technique is simple, robust, and accurate, and eliminates the need of using labels or secondary reagents to monitor the oligonucleotide hybridization.
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Affiliation(s)
- Emre Ozkumur
- Department of Electrical & Computer Engineering, Boston University, Boston, MA 02215, USA
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