High-Throughput Morphological Chirality Quantification of Twisted and Wrinkled Gold Nanorods.
Evgenii VlasovWouter HeyvaertBing NiKyle Van GordonRobin GirodJohan VerbeeckLuis M Liz-MarzánDries van ThourhoutPublished in: ACS nano (2024)
Chirality in gold nanostructures offers an exciting opportunity to tune their differential optical response to left- and right-handed circularly polarized light, as well as their interactions with biomolecules and living matter. However, tuning and understanding such interactions demands quantification of the structural features that are responsible for the chiral behavior. Electron tomography (ET) enables structural characterization at the single-particle level and has been used to quantify the helicity of complex chiral nanorods. However, the technique is time-consuming and consequently lacks statistical value. To address this issue, we introduce herein a high-throughput methodology that combines images acquired by secondary electron-based electron beam-induced current (SEEBIC) with quantitative image analysis. As a result, the geometric chirality of hundreds of nanoparticles can be quantified in less than 1 h. When combining the drastic gain in data collection efficiency of SEEBIC with a limited number of ET data sets, a better understanding of how the chiral structure of individual chiral nanoparticles translates into the ensemble chiroptical response can be reached.
Keyphrases
- high throughput
- capillary electrophoresis
- ionic liquid
- electron microscopy
- electronic health record
- high resolution
- single cell
- convolutional neural network
- big data
- solar cells
- mass spectrometry
- reduced graphene oxide
- deep learning
- high glucose
- silver nanoparticles
- diabetic rats
- optical coherence tomography
- data analysis
- high speed
- machine learning
- drug induced
- gold nanoparticles
- endothelial cells
- walled carbon nanotubes