Deep learning-based fully automated grading system for dry eye disease severity.

There is an increasing need for an objective grading system to evaluate the severity of dry eye disease (DED). In this study, a fully automated deep learning-based system for the assessment of DED severity was developed. Corneal fluorescein staining (CFS) images of DED patients from one hospital for system development (n = 1400) and from another hospital for external validation (n = 94) were collected.

Engineered small extracellular vesicle-mediated NOX4 siRNA delivery for targeted therapy of cardiac hypertrophy.

Small-interfering RNA (siRNA) therapy is considered a powerful therapeutic strategy for treating cardiac hypertrophy, an important risk factor for subsequent cardiac morbidity and mortality. However, the lack of safe and efficient in vivo delivery of siRNAs is a major challenge for broadening its clinical applications. Small extracellular vesicles (sEVs) are a promising delivery system for siRNAs but have limited cell/tissue-specific targeting ability.

Generation of two PITX2 knock-out human induced pluripotent stem cell lines using CRISPR/Cas9 system.

PITX2 is a homeobox gene located in the human 4q25 locus and is commonly associated with atrial fibrillation (AF). Here, we generated two PITX2 knock-out human induced pluripotent stem cell (iPSC) lines using CRISPR/Cas9 genome editing. The edited iPSCs maintained fullpluripotency, normal karyotype and spontaneousdifferentiation capability.

Generation of three TTN knock-out human induced pluripotent stem cell lines using CRISPR/Cas9 system.

TTN mutations are the common genetic cause for various types of cardiomyopathies (e.g., dilated cardiomyopathy, hypertrophic cardiomyopathy, restrictive cardiomyopathy, and arrhythmogenic right ventricular cardiomyopathy) and skeletal myopathies.

Inactivation of Typhimurium in fresh cherry tomatoes using combined treatment of UV-TiO photocatalysis and high hydrostatic pressure.

The antibacterial efficacy of UV-TiO photocatalysis pre-washing in a water-assisted system (UVT, 4.5 mW/cm, 5-15 min) and high hydrostatic pressure (HHP, 300-500 MPa, 1 min at 25 °C) post-package combined treatment was evaluated against Typhimurium inoculated onto whole cherry tomato surfaces and compared with chlorine disinfection (200 ppm). An air pump was fitted at the bottom of UVT reactor to create turbulent flow for rotation of fruits for uniform disinfection.

Flexible transparent conducting films with embedded silver networks composed of bimodal-sized nanoparticles for heater application.

A facile one-pot synthetic method for preparing the Ag nanoparticle inks with a bimodal size distribution was newly devised and they were successfully employed as a conducting filler to form the metal-mesh type transparent conducting electrodes on the flexible substrate. Bimodal-sized Ag nanoparticles were synthesized through the polyol process, and their size variation was occurred via finely tuned composition ratio between Ag ions and polymeric capping agents. The prepared bimodal-sized Ag nanoparticles exhibited the form of well-dispersed Ag nanoparticle inks without adding any dispersants and dispersion process.

Inactivation efficiency and mechanism of UV-TiO photocatalysis against murine norovirus using a solidified agar matrix.

Human norovirus (HuNoV) is the primary cause of viral gastroenteritis worldwide. Fresh blueberries are among high risk foods associated with norovirus related outbreaks. Therefore, it is important to assess intervention strategies to reduce the risk of foodborne illness.