Protein biomarker detection via differential dynamic microscopy
Source abstract
Abstract
We demonstrate a pioneering application of differential dynamic microscopy (DDM) for disease diagnosis by monitoring the dynamic signal of probe beads. When the target antibody binds to our sensitized probe beads, it allows these originally non-fluorescent beads to be indirectly decorated with fluorescently labeled secondary antibodies. Using standard epi-fluorescence microscopy without the need for purification, DDM reliably detects the resulting increase in fluorescence signal from the probe beads. It effectively discerns this signal from the background, which includes residual free fluorescent secondary antibodies. As a proof-of-concept, polystyrene beads (500 nm in diameter) were conjugated with the receptor binding domain of SARS-CoV-2’s spike protein to quantify immunoglobulin G1-specific antibodies against it in three different media of increasing complexity (phosphate buffer, model saliva and fetal bovine serum). Our results show that as the medium becomes more complex, more dilution and/or longer incubation time may be needed to overcome the competition effect between the target and interfering proteins. By optimizing imaging parameters and sample preparation we could surpass clinically relevant limits of detection in both saliva and serum samples. In contrast to conventional diagnostic techniques including ELISA and PCR, DDM brings many advantages including simplicity of the preparation protocol, high speed, and versatility without requiring very expensive or complicated equipment. As such, DDM-based disease diagnostics has the potential to be utilized in many laboratories, especially in remote regions with limited resources and point-of-use applications may also be feasible by miniaturizing the imaging setup.
Source: openalex_inverted_index · Quality: baseline
Research context
OpenAlex topics: Advanced Biosensing Techniques and Applications · Cell Image Analysis Techniques · Biosensors and Analytical Detection
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (45)
Show source-provided references
1. Molecular and immunological diagnostic techniques of medical viruses10.1155/2020/8832728 ↗
2. A serological assay to detect SARS-CoV-2 seroconversion in humans10.1038/s41591-020-0913-5 ↗
3. Virus detection: a review of the current and emerging molecular and immunological methods10.3389/fmolb.2021.637559 ↗
4. Virus detection using nanobiosensors
5. Schmidt · Chronic Dis. Prev. Health Promot. · 2016 · 137
6. Disease-related disability burden: a comparison of seven chronic conditions in middle-aged and older adults10.1186/s12877-021-02137-6 ↗
7. Differential dynamic microscopy: probing wave vector dependent dynamics with a microscope10.1103/PhysRevLett.100.188102 ↗
8. Dark-field differential dynamic microscopy10.1039/C5SM02576A ↗
9. Kinetics of colloidal fractal aggregation by differential dynamic microscopy10.1140/epjst/e2011-01509-9 ↗
10. Differential dynamic microscopy of weakly scattering and polydisperse protein-rich clusters10.1103/PhysRevE.92.042712 ↗
11. Protein sizing with differential dynamic microscopy10.1021/acs.macromol.3c00782 ↗
12. Dark field differential dynamic microscopy enables accurate characterization of the roto-translational dynamics of bacteria and colloidal clusters
13. Spontaneous shrinking of soft nanoparticles boosts their diffusion in confined media10.1038/s41467-019-12246-x ↗
14. In Situ characterization of the protein corona of nanoparticles In Vitro and In Vivo10.1002/adma.202203354 ↗
15. Characterizing concentrated, multiply scattering, and actively driven fluorescent systems with confocal differential dynamic microscopy10.1103/PhysRevLett.108.218103 ↗
16. Crowding and confinement act in concert to slow DNA diffusion within cell-sized droplets10.1016/j.isci.2022.105122 ↗
17. Bridging the spatiotemporal scales of macromolecular transport in crowded biomimetic systems10.1039/C8SM02023J ↗
18. Aroma release of a model wine solution as influenced by the presence of non-volatile components. Effect of commercial tannin extracts, polysaccharides and artificial saliva10.1016/j.foodres.2011.04.023 ↗
19. Methods for the determination of limit of detection and limit of quantitation of the analytical methods10.4103/2229-5186.79345 ↗
20. Tracking-free determination of single-cell displacements and division rates in confluent monolayers10.3389/fphy.2018.00120 ↗
21. Diffusive dynamics of nanoparticles in aqueous dispersions10.1039/c2sm26392k ↗
22. Particle sizing for flowing colloidal suspensions using flow-differential dynamic microscopy10.1039/D0SM02255A ↗
23. A Hitchhiker's guide to particle sizing techniques10.1021/acs.langmuir.0c00709 ↗
24. Probing the dynamics of turbid colloidal suspensions using differential dynamic microscopy10.1039/D1SM01598B ↗
25. IgG charge: practical and biological implications
26. Dextran modified gold surfaces for surface plasmon resonance sensors: immunoreactivity of immobilized antibodies and antibody-surface interaction studies10.1016/0927-7765(93)80038-Z ↗
27. Monitoring bioactive and total antibody concentrations for continuous process control by surface plasmon resonance spectroscopy10.1002/elsc.201900014 ↗
28. The effects of three-dimensional ligand immobilization on kinetic measurements in biosensors
29. Antibody immobilization for immunosensing10.1007/s44211-021-00019-w ↗
30. Scratching the Surface of the Protein Corona: Challenging Measurements and Controversies10.1021/acsnano.1c05901 ↗
31. Antibody protection from SARS-CoV-2 respiratory tract exposure and infection10.1016/j.jtbi.2022.111334 ↗
32. The correlation of plasma proteins binding capacity and flavopiridol cellular and clinical trial studies10.3233/BSI-170165 ↗
33. Interaction of serum proteins with SARS-CoV-2 RBD10.1039/D1NR02687A ↗
34. Iles · Int J. Mol. Sci. · 2022 · 23
35. Detection of antibodies against SARS-CoV-2 spike protein by gold nanospikes in an opto-microfluidic chip10.1016/j.bios.2020.112578 ↗
36. Evaluating SARS-CoV-2 spike and nucleocapsid proteins as targets for antibody detection in severe and mild COVID-19 cases using a Luminex bead-based assay10.1016/j.jviromet.2020.114025 ↗
37. Rapid light-dependent degradation of fluorescent dyes in formulated serum-free media10.4049/immunohorizons.1900080 ↗
38. Repurposing cyanine NIR-I dyes accelerates clinical translation of near-infrared-II (NIR-II) bioimaging10.1002/adma.201802546 ↗
39. A high quantum yield molecule-protein complex fluorophore for near-infrared II imaging10.1038/ncomms15269 ↗
40. Near-infrared lipophilic fluorophores for tracing tissue growth10.1088/1748-6041/8/1/014110 ↗
41. Feng · Adv. Healthc. Mater. · 2023 · 12
42. SARS-CoV-2 RapidPlex: A graphene-based multiplexed telemedicine platform for rapid and low-cost COVID-19 diagnosis and monitoring10.1016/j.matt.2020.09.027 ↗
43. Y.T. Pinilla, C. Heinzel, L.-F. Caminada, D. Consolaro, M. Esen, P.G. Kremsner, J. Held, A. Kreidenweiss, R.J.Fi.I. Fendel, (2021) 5146.
44. Cross-validation of ELISA and a portable surface plasmon resonance instrument for IgG antibody serology with SARS-CoV-2 positive individuals10.1039/D1AN00893E ↗
45. Bipolar silica nanochannel array confined electrochemiluminescence for ultrasensitive detection of SARS-CoV-2 antibody10.1016/j.bios.2022.114563 ↗