Ultrahigh-Throughput Single-Particle Hyperspectral Imaging of Gold Nanoparticles.
James Ethan BateyMeek YangHannah GiangBin DongPublished in: Analytical chemistry (2023)
Gold nanoparticles (AuNPs) have become increasingly useful in recent years for their roles in nanomedicine, cellular biology, energy storage and conversion, photocatalysis, and more. At the single-particle level, AuNPs have heterogeneous physical and chemical properties which are not resolvable in ensemble measurements. In the present study, we developed an ultrahigh-throughput spectroscopy and microscopy imaging system for characterization of AuNPs at the single-particle level using phasor analysis. The developed method enables quantification of spectra and spatial information on large numbers of AuNPs with a single snapshot of an image (1024 × 1024 pixels) at high temporal resolution (26 fps) and localization precision (sub-5 nm). We characterized the localized surface plasmonic resonance (SPR) scattering spectra of gold nanospheres (AuNSs) of four different sizes (40-100 nm). Comparing to the conventional optical grating method which suffers low efficiency in characterization due to spectral interference caused by nearby nanoparticles, the phasor approach enables high-throughput analysis of single-particle SPR properties in high particle density. Up to 10-fold greater efficiency of single-particle spectro-microscopy analysis using the spectra phasor approach when compared to a conventional optical grating method was demonstrated.
Keyphrases
- high resolution
- gold nanoparticles
- high throughput
- single molecule
- high speed
- computed tomography
- magnetic resonance imaging
- physical activity
- deep learning
- healthcare
- photodynamic therapy
- health information
- social media
- drug delivery
- single cell
- fluorescence imaging
- silver nanoparticles
- convolutional neural network