Nanoscale TEM Imaging of Hydrogel Network Architecture.
Ryuji KiyamaMasahiro YoshidaTakayuki NonoyamaTomáš SedlačíkHiroshi JinnaiTakayuki KurokawaTasuku NakajimaJian Ping GongPublished in: Advanced materials (Deerfield Beach, Fla.) (2022)
In this work, the authors succeed in direct visualization of the network structure of synthetic hydrogels with transmission electron microscopy (TEM) by developing a novel staining and network fixation method. Such a direct visualization is not carried out because sample preparation and obtaining sufficient contrast are challenging for these soft materials. TEM images reveal robust heterogeneous network architectures at mesh size scale and defects at micro-scale. TEM images also reveal the presence of abundant dangling chains on the surface of the hydrogel network. The real space structural information provides a comprehensive perspective that links bulk properties with a nanoscale network structure, including fracture, adhesion, sliding friction, and lubrication. The presented method has the potential to advance the field.
Keyphrases
- drug delivery
- electron microscopy
- deep learning
- magnetic resonance
- genome wide
- minimally invasive
- healthcare
- hyaluronic acid
- magnetic resonance imaging
- convolutional neural network
- computed tomography
- escherichia coli
- single cell
- network analysis
- risk assessment
- mass spectrometry
- dna methylation
- staphylococcus aureus
- health information
- drug release
- cell adhesion
- cell migration
- hip fracture