1
|
Rames M, Kenison JP, Heineck D, Civitci F, Szczepaniak M, Zheng T, Shangguan J, Zhang Y, Tao K, Esener S, Nan X. Multiplexed and Millimeter-Scale Fluorescence Nanoscopy of Cells and Tissue Sections via Prism-Illumination and Microfluidics-Enhanced DNA-PAINT. Chem Biomed Imaging 2023; 1:817-830. [PMID: 38155726 PMCID: PMC10751790 DOI: 10.1021/cbmi.3c00060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Revised: 07/24/2023] [Accepted: 08/18/2023] [Indexed: 12/30/2023]
Abstract
Fluorescence nanoscopy has become increasingly powerful for biomedical research, but it has historically afforded a small field-of-view (FOV) of around 50 μm × 50 μm at once and more recently up to ∼200 μm × 200 μm. Efforts to further increase the FOV in fluorescence nanoscopy have thus far relied on the use of fabricated waveguide substrates, adding cost and sample constraints to the applications. Here we report PRism-Illumination and Microfluidics-Enhanced DNA-PAINT (PRIME-PAINT) for multiplexed fluorescence nanoscopy across millimeter-scale FOVs. Built upon the well-established prism-type total internal reflection microscopy, PRIME-PAINT achieves robust single-molecule localization with up to ∼520 μm × 520 μm single FOVs and 25-40 nm lateral resolutions. Through stitching, nanoscopic imaging over mm2 sample areas can be completed in as little as 40 min per target. An on-stage microfluidics chamber facilitates probe exchange for multiplexing and enhances image quality, particularly for formalin-fixed paraffin-embedded (FFPE) tissue sections. We demonstrate the utility of PRIME-PAINT by analyzing ∼106 caveolae structures in ∼1,000 cells and imaging entire pancreatic cancer lesions from patient tissue biopsies. By imaging from nanometers to millimeters with multiplexity and broad sample compatibility, PRIME-PAINT will be useful for building multiscale, Google-Earth-like views of biological systems.
Collapse
Affiliation(s)
- Matthew
J. Rames
- Cancer
Early Detection Advanced Research Center, Knight Cancer Institute, Oregon Health & Science University, 2720 South Moody Avenue, Portland, Oregon 97201, United States
- Program
in Quantitative and Systems Biology, Department of Biomedical Engineering, Oregon Health & Science University, 2730 South Moody Avenue, Portland, Oregon 97201, United States
| | - John P. Kenison
- Cancer
Early Detection Advanced Research Center, Knight Cancer Institute, Oregon Health & Science University, 2720 South Moody Avenue, Portland, Oregon 97201, United States
| | - Daniel Heineck
- Cancer
Early Detection Advanced Research Center, Knight Cancer Institute, Oregon Health & Science University, 2720 South Moody Avenue, Portland, Oregon 97201, United States
- Program
in Quantitative and Systems Biology, Department of Biomedical Engineering, Oregon Health & Science University, 2730 South Moody Avenue, Portland, Oregon 97201, United States
| | - Fehmi Civitci
- Cancer
Early Detection Advanced Research Center, Knight Cancer Institute, Oregon Health & Science University, 2720 South Moody Avenue, Portland, Oregon 97201, United States
| | - Malwina Szczepaniak
- Program
in Quantitative and Systems Biology, Department of Biomedical Engineering, Oregon Health & Science University, 2730 South Moody Avenue, Portland, Oregon 97201, United States
| | - Ting Zheng
- Cancer
Early Detection Advanced Research Center, Knight Cancer Institute, Oregon Health & Science University, 2720 South Moody Avenue, Portland, Oregon 97201, United States
| | - Julia Shangguan
- Program
in Quantitative and Systems Biology, Department of Biomedical Engineering, Oregon Health & Science University, 2730 South Moody Avenue, Portland, Oregon 97201, United States
| | - Yujia Zhang
- Cancer
Early Detection Advanced Research Center, Knight Cancer Institute, Oregon Health & Science University, 2720 South Moody Avenue, Portland, Oregon 97201, United States
- Program
in Quantitative and Systems Biology, Department of Biomedical Engineering, Oregon Health & Science University, 2730 South Moody Avenue, Portland, Oregon 97201, United States
| | - Kai Tao
- Program
in Quantitative and Systems Biology, Department of Biomedical Engineering, Oregon Health & Science University, 2730 South Moody Avenue, Portland, Oregon 97201, United States
| | - Sadik Esener
- Cancer
Early Detection Advanced Research Center, Knight Cancer Institute, Oregon Health & Science University, 2720 South Moody Avenue, Portland, Oregon 97201, United States
- Program
in Quantitative and Systems Biology, Department of Biomedical Engineering, Oregon Health & Science University, 2730 South Moody Avenue, Portland, Oregon 97201, United States
| | - Xiaolin Nan
- Cancer
Early Detection Advanced Research Center, Knight Cancer Institute, Oregon Health & Science University, 2720 South Moody Avenue, Portland, Oregon 97201, United States
- Program
in Quantitative and Systems Biology, Department of Biomedical Engineering, Oregon Health & Science University, 2730 South Moody Avenue, Portland, Oregon 97201, United States
| |
Collapse
|
2
|
Luna R, Heineck D, Hinestrosa JP, Dobrovolskia I, Hamilton S, Malakian A, Gustafson KT, Huynh KT, Kim S, Ware J, Stimson E, Ross C, Schutt CE, Ibsen SD. Enhancement of dielectrophoresis-based particle collection from high conducting fluids due to partial electrode insulation. Electrophoresis 2023; 44:1234-1246. [PMID: 37431197 PMCID: PMC10656105 DOI: 10.1002/elps.202200295] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2022] [Revised: 04/18/2023] [Accepted: 05/04/2023] [Indexed: 07/12/2023]
Abstract
Dielectrophoresis (DEP) is a successful method to recover nanoparticles from different types of fluid. The DEP force acting on these particles is created by an electrode microarray that produces a nonuniform electric field. To apply DEP to a highly conducting biological fluid, a protective hydrogel coating over the metal electrodes is required to create a barrier between the electrode and the fluid. This protects the electrodes, reduces the electrolysis of water, and allows the electric field to penetrate into the fluid sample. We observed that the protective hydrogel layer can separate from the electrode and form a closed domed structure and that collection of 100 nm polystyrene beads increased when this occurred. To better understand this collection increase, we used COMSOL Multiphysics software to model the electric field in the presence of the dome filled with different materials ranging from low-conducting gas to high conducting phosphate-buffered saline fluids. The results suggest that as the electrical conductivity of the material inside the dome is reduced, the whole dome acts as an insulator which increases electric field intensity at the electrode edge. This increased intensity widens the high-intensity electric field factor zone resulting in increased collection. This informs how dome formation results in increased particle collection and provides insight into how the electric field can be intensified to the increase collection of particles. These results have important applications for increasing the recovery of biologically-derived nanoparticles from undiluted physiological fluids that have high conductance, including the collection of cancer-derived extracellular vesicles from plasma for liquid biopsy applications.
Collapse
Affiliation(s)
- Ramona Luna
- Cancer Early Detection Advanced Research Center, Knight Cancer Institute, Oregon Health and Science University, USA
- Biological Dynamics, San Diego CA, USA
| | - Daniel Heineck
- Cancer Early Detection Advanced Research Center, Knight Cancer Institute, Oregon Health and Science University, USA
| | | | | | - Sean Hamilton
- Cancer Early Detection Advanced Research Center, Knight Cancer Institute, Oregon Health and Science University, USA
- Department of Biomedical Engineering, School of Medicine, Oregon Health and Science University, USA
| | - Anna Malakian
- Cancer Early Detection Advanced Research Center, Knight Cancer Institute, Oregon Health and Science University, USA
| | - Kyle T. Gustafson
- Cancer Early Detection Advanced Research Center, Knight Cancer Institute, Oregon Health and Science University, USA
- Department of Biomedical Engineering, School of Medicine, Oregon Health and Science University, USA
| | - Katherine T. Huynh
- Cancer Early Detection Advanced Research Center, Knight Cancer Institute, Oregon Health and Science University, USA
- Department of Biomedical Engineering, School of Medicine, Oregon Health and Science University, USA
| | - Sejung Kim
- School of Chemical Engineering, Clean Energy Research Center, Jeonbuk National University, 567 Baekjedae-ro, Jeonju-si, Jeollabuk-do, 54896, South Korea
| | - Jason Ware
- Cancer Early Detection Advanced Research Center, Knight Cancer Institute, Oregon Health and Science University, USA
- Department of Biomedical Engineering, School of Medicine, Oregon Health and Science University, USA
| | - Ella Stimson
- Cancer Early Detection Advanced Research Center, Knight Cancer Institute, Oregon Health and Science University, USA
- Department of Biomedical Engineering, School of Medicine, Oregon Health and Science University, USA
| | - Christian Ross
- Cancer Early Detection Advanced Research Center, Knight Cancer Institute, Oregon Health and Science University, USA
| | - Carolyn E. Schutt
- Cancer Early Detection Advanced Research Center, Knight Cancer Institute, Oregon Health and Science University, USA
- Department of Biomedical Engineering, School of Medicine, Oregon Health and Science University, USA
| | - Stuart D. Ibsen
- Cancer Early Detection Advanced Research Center, Knight Cancer Institute, Oregon Health and Science University, USA
- Department of Biomedical Engineering, School of Medicine, Oregon Health and Science University, USA
| |
Collapse
|
3
|
Gustafson KT, Huynh KT, Heineck D, Bueno J, Modestino A, Kim S, Gower A, Armstrong R, Schutt CE, Ibsen SD. Automated fluorescence quantification of extracellular vesicles collected from blood plasma using dielectrophoresis. Lab Chip 2021; 21:1318-1332. [PMID: 33877235 DOI: 10.1039/d0lc00940g] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
Tumor-secreted exosomes and other extracellular vesicles (EVs) in circulation contain valuable biomarkers for early cancer detection and screening. We have previously demonstrated collection of cancer-derived nanoparticles (NPs) directly from whole blood and plasma with a chip-based technique that uses a microelectrode array to generate dielectrophoretic (DEP) forces. This technique enables direct recovery of NPs from whole blood and plasma. The biomarker payloads associated with collected particles can be detected and quantified with immunostaining. Accurately separating the fluorescence intensity of stained biomarkers from background (BG) levels becomes a challenge when analyzing the blood from early-stage cancer patients in which biomarker concentrations are low. To address this challenge, we developed two complementary techniques to standardize the quantification of fluorescently immunolabeled biomarkers collected and concentrated at predictable locations within microfluidic chips. The first technique was an automated algorithm for the quantitative analysis of fluorescence intensity at collection regions within the chip compared to levels at adjacent regions. The algorithm used predictable locations of particle collection within the chip geometry to differentiate regions of collection and BG. We successfully automated the identification and removal of optical artifacts from quantitative calculations. We demonstrated that the automated system performs nearly the same as a human user following a standard protocol for manual artifact removal with Pearson's r-values of 0.999 and 0.998 for two different biomarkers (n = 36 patients). We defined a usable dynamic range of fluorescence intensities corresponding to 1 to 2000 arbitrary units (a.u.). Fluorescence intensities within the dynamic range increased linearly with respect to exposure time and particle concentration. The second technique was the implementation of an internal standard to adjust levels of biomarker fluorescence based on the relative collection efficiency of the chip. Use of the internal standard reduced variability in measured biomarker levels due to differences in chip-to-chip collection efficiency, especially at low biomarker concentrations. The internal standard did not affect linear trends between fluorescence intensity and exposure time. Adjustments using the internal standard improved linear trends between fluorescence intensity and particle concentration. The optical quantification techniques described in this paper can be easily adapted for other lab-on-a-chip platforms that have predefined regions of biomarker or particle collection and that rely on fluorescence detection.
Collapse
Affiliation(s)
- Kyle T Gustafson
- Cancer Early Detection Advanced Research Center, Knight Cancer Institute, Oregon Health & Science University, USA.
| | | | | | | | | | | | | | | | | | | |
Collapse
|
4
|
|
5
|
Sarno B, Heineck D, Heller MJ, Ibsen SD. Dielectrophoresis: Developments and applications from 2010 to 2020. Electrophoresis 2021; 42:539-564. [PMID: 33191521 PMCID: PMC7986072 DOI: 10.1002/elps.202000156] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2020] [Revised: 09/22/2020] [Accepted: 10/21/2020] [Indexed: 12/19/2022]
Abstract
The 20th century has seen tremendous innovation of dielectrophoresis (DEP) technologies, with applications being developed in areas ranging from industrial processing to micro- and nanoscale biotechnology. From 2010 to present day, there have been 981 publications about DEP. Of over 2600 DEP patents held by the United States Patent and Trademark Office, 106 were filed in 2019 alone. This review focuses on DEP-based technologies and application developments between 2010 and 2020, with an aim to highlight the progress and to identify potential areas for future research. A major trend over the last 10 years has been the use of DEP techniques for biological and clinical applications. It has been used in various forms on a diverse array of biologically derived molecules and particles to manipulate and study them including proteins, exosomes, bacteria, yeast, stem cells, cancer cells, and blood cells. DEP has also been used to manipulate nano- and micron-sized particles in order to fabricate different structures. The next 10 years are likely to see the increase in DEP-related patent applications begin to result in a greater level of technology commercialization. Also during this time, innovations in DEP technology will likely be leveraged to continue the existing trend to further biological and medical-focused applications as well as applications in microfabrication. As a tool leveraged by engineering and imaginative scientific design, DEP offers unique capabilities to manipulate small particles in precise ways that can help solve problems and enable scientific inquiry that cannot be addressed using conventional methods.
Collapse
Affiliation(s)
- Benjamin Sarno
- Oregon Health and Science University–The Knight Cancer Institute's Cancer Early Detection Advanced Research CenterPortlandORUSA
- University of California San Diego–NanoengineeringLa JollaCAUSA
| | - Daniel Heineck
- Oregon Health and Science University–The Knight Cancer Institute's Cancer Early Detection Advanced Research CenterPortlandORUSA
| | - Michael J. Heller
- Oregon Health and Science University–The Knight Cancer Institute's Cancer Early Detection Advanced Research CenterPortlandORUSA
- University of California San Diego–NanoengineeringLa JollaCAUSA
| | - Stuart D. Ibsen
- Oregon Health and Science University–The Knight Cancer Institute's Cancer Early Detection Advanced Research CenterPortlandORUSA
- Oregon Health and Science University–Biomedical EngineeringPortlandORUSA
| |
Collapse
|
6
|
Yoon I, Baker SE, Kim K, Fischer NO, Heineck D, Wang Y, Esener SC, Sirbuly DJ. Nanofiber near-field light-matter interactions for enhanced detection of molecular level displacements and dynamics. Nano Lett 2013; 13:1440-1445. [PMID: 23517010 DOI: 10.1021/nl3043085] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
We experimentally demonstrate that plasmonic nanoparticles embedded in the evanescent field of subwavelength optical waveguides (WGs) are highly sensitive to distances normal to the propagation of light, showing an ~10× increase in spatial resolution compared to the optical field decay of the WG. The scattering cross-section of the Au nanoparticle is increased by the plasmon-dielectric coupling interaction when the nanoparticle is placed near the dielectric surface of the WG, and the decay of the scattering signal is enhanced, showing angstrom level distance sensitivity within 10 nm from the WG. Numerical studies with the finite-difference time-domain (FDTD) method correlate well with the experimental results. To demonstrate real-time monitoring of a single molecule stretching in the evanescent field, we linked individual single-stranded DNA molecules between the WG and plasmonic nanoparticles and pushed on the nanoparticles with fluidic forces. The simple design and ease of obtaining optical feedback on molecular displacements makes our approach ideal for new in situ force sensing devices, imaging technologies, and high-throughput molecular analysis.
Collapse
Affiliation(s)
- Ilsun Yoon
- Department of NanoEngineering, University of California, San Diego, La Jolla, California 92093, United States
| | | | | | | | | | | | | | | |
Collapse
|
7
|
Yoon I, Kim K, Baker SE, Heineck D, Esener SC, Sirbuly DJ. Stimulus-responsive light coupling and modulation with nanofiber waveguide junctions. Nano Lett 2012; 12:1905-1911. [PMID: 22449127 DOI: 10.1021/nl2043024] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
We report a systematic study of light coupling at junctions of overlapping SnO(2) nanofiber waveguides (WGs) as a function of gap separation and guided wavelength. The junctions were assembled on silica substrates using micromanipulation techniques and the gap separation was controlled by depositing thin self-assembled polyelectrolyte coatings at the fiber junctions. We demonstrate that the coupling efficiency is strongly dependent on the gap separation, showing strong fluctuations (0.1 dB/nm) in the power transfer when the separation between nanofibers changes by as little as 2 nm. Experimental results correlate well with numerical simulations using three-dimensional finite-difference time-domain techniques. To demonstrate the feasibility of using coupled nanofiber WGs to modulate light, we encased the junctions in an environment-responsive matrix and exposed the junctions to gaseous vapor. The nanofiber junctions show an ~95% (or ~80%) modulation of the guided 450 nm (or 510 nm) light upon interaction with the gaseous molecules. The results reveal a unique nanofiber-based sensing scheme that does not require a change in the refractive index to detect stimuli, suggesting these structures could play important roles in localized sensing devices including force-based measurements or novel chemically induced light modulators.
Collapse
Affiliation(s)
- Ilsun Yoon
- Department of NanoEngineering, University of California, San Diego, La Jolla, California 92093, USA
| | | | | | | | | | | |
Collapse
|