18 research outputs found
Investigation of optically trapped lanthanide ions doped nanoparticles
University of Technology Sydney. Faculty of Science.Nanoscale optical force probe for optical tweezers provides a new non-contact force-sensing technology with a high spatial resolution, one that is to break the limitations in conventional methods. The developing of optical trapping nanosensor can map out interactive information in the nanoscale region in water. However, the low refractive index from functional nanoparticles results in a reduced magnitude of the scattering field, which complicated its optical force measurement, hindering the application of optical trapping on these particles.
Here, applying machine learning involved video tracking analysis on the optically trapped nanoparticle, we achieved the 3D optical trapping force measurement for nanoparticles with refractive index 1.5. Applying optical astigmatism modification, we achieved nanoscale 3D localizing of optically trapped upconversion nanoparticles (UCNPs) and thus the construction of 3D force. This work offers a unique solution to investigate the optical manipulation of low refractive index nanoparticles, also enables high resolution sensing for a range of environment variations. Based on the video tracking technology, we found that it applies a resonance effect that enhances the permittivity and polarizability of nanocrystals, leading to enhanced optical trapping forces by orders of magnitude. This effectively bypasses the requirement of refractive index mismatch at the nanoscale. The result shows that under resonance conditions, highly doped lanthanide ions in NaYF4 nanocrystals makes the real part of the Clausius-Mossotti factor approaches its asymptotic limit.
Besides, we further use machine learning technology to analysing the point spread function of nanoparticles, to predict the size of the trapped luminescent nanoparticles in the water environment
Dual-mode adaptive-SVD ghost imaging
In this paper, we present a dual-mode adaptive singular value decomposition
ghost imaging (A-SVD GI), which can be easily switched between the modes of
imaging and edge detection. It can adaptively localize the foreground pixels
via a threshold selection method. Then only the foreground region is
illuminated by the singular value decomposition (SVD) - based patterns,
consequently retrieving high-quality images with fewer sampling ratios. By
changing the selecting range of foreground pixels, the A-SVD GI can be switched
to the mode of edge detection to directly reveal the edge of objects, without
needing the original image. We investigate the performance of these two modes
through both numerical simulations and experiments. We also develop a
single-round scheme to halve measurement numbers in experiments, instead of
separately illuminating positive and negative patterns in traditional methods.
The binarized SVD patterns, generated by the spatial dithering method, are
modulated by a digital micromirror device (DMD) to speed up the data
acquisition. This dual-mode A-SVD GI can be applied in various applications,
such as remote sensing or target recognition, and could be further extended for
multi-modality functional imaging/detection
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Endothelial toll-like receptor 4 maintains lung integrity via epigenetic suppression of p16INK4a.
We previously reported that the canonical innate immune receptor toll-like receptor 4 (TLR4) is critical in maintaining lung integrity. However, the molecular mechanisms via which TLR4 mediates its effect remained unclear. In the present study, we identified distinct contributions of lung endothelial cells (Ec) and epithelial cells TLR4 to pulmonary homeostasis using genetic-specific, lung- and cell-targeted in vivo methods. Emphysema was significantly prevented via the reconstituting of human TLR4 expression in the lung Ec of TLR4-/- mice. Lung Ec-silencing of TLR4 in wild-type mice induced emphysema, highlighting the specific and distinct role of Ec-expressed TLR4 in maintaining lung integrity. We also identified a previously unrecognized role of TLR4 in preventing expression of p16INK4a , a senescence-associated gene. Lung Ec-p16INK4a -silencing prevented TLR4-/- induced emphysema, revealing a new functional role for p16INK4a in lungs. TLR4 suppressed endogenous p16INK4a expression via HDAC2-mediated deacetylation of histone H4. These findings suggest a novel role for TLR4 in maintaining of lung homeostasis via epigenetic regulation of senescence-related gene expression
Quantitative and dark field ghost imaging with ultraviolet light
Ultraviolet (UV) imaging enables a diverse array of applications, such as
material composition analysis, biological fluorescence imaging, and detecting
defects in semiconductor manufacturing. However, scientific-grade UV cameras
with high quantum efficiency are expensive and include a complex thermoelectric
cooling system. Here, we demonstrate a UV computational ghost imaging (UV-CGI)
method to provide a cost-effective UV imaging and detection strategy. By
applying spatial-temporal illumination patterns and using a 325 nm laser
source, a single-pixel detector is enough to reconstruct the images of objects.
To demonstrate its capability for quantitative detection, we use UV-CGI to
distinguish four UV-sensitive sunscreen areas with different densities on a
sample. Furthermore, we demonstrate dark field UV-CGI in both transmission and
reflection schemes. By only collecting the scattered light from objects, we can
detect the edges of pure phase objects and small scratches on a compact disc.
Our results showcase a feasible low-cost solution for non-destructive UV
imaging and detection. By combining it with other imaging techniques, such as
hyperspectral imaging or time-resolved imaging, a compact and versatile UV
computational imaging platform may be realized for future applications.Comment: 9 pages, 5 figure
Single-molecule RNA capture-assisted droplet digital loop-mediated isothermal amplification for ultrasensitive and rapid detection of infectious pathogens
Abstract To minimize and control the transmission of infectious diseases, a sensitive, accurate, rapid, and robust assay strategy for application on-site screening is critical. Here, we report single-molecule RNA capture-assisted digital RT-LAMP (SCADL) for point-of-care testing of infectious diseases. Target RNA was captured and enriched by specific capture probes and oligonucleotide probes conjugated to magnetic beads, replacing laborious RNA extraction. Droplet generation, amplification, and the recording of results are all integrated on a microfluidic chip. In assaying commercial standard samples, quantitative results precisely corresponded to the actual concentration of samples. This method provides a limit of detection of 10 copies mL−1 for the N gene within 1 h, greatly reducing the need for skilled personnel and precision instruments. The ultrasensitivity, specificity, portability, rapidity and user-friendliness make SCADL a competitive candidate for the on-site screening of infectious diseases