Publications by authors named "S J Knox"

Corneal lubrication is the most common treatment for relieving the signs and symptoms of dry eye and is considered to be largely palliative with no regenerative functions. Here we challenge this notion by demonstrating that wetting the desiccated cornea of an aqueous-deficient mouse model with the simplest form of lubrication, a saline-based solution, is sufficient to rescue the severely disrupted collagen-rich architecture of the stroma, the largest corneal compartment that is essential to transparency and vision. At the single cell level we show that stromal keratocytes responsible for maintaining stromal integrity are converted from an inflammatory state into unique reparative cell states by lubrication alone, thus revealing the extensive plasticity of these cells and the regenerative function of lubricating the surface.

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Article Synopsis
  • - Endometriosis, affecting about 10% of individuals assigned female at birth, is difficult to diagnose and often requires surgical or MRI imaging methods, with MRI being quicker but less precise.
  • - A significant diagnostic indicator is the obliteration of the Pouch of Douglas, yet even experienced clinicians find it hard to accurately classify this from MRI images, which makes training reliable AI models a challenge.
  • - The paper introduces the HAICOMM methodology, which combines multi-rater and multi-modal learning with human-AI collaboration, leading to more accurate diagnoses of endometriosis compared to traditional methods and improving classification accuracy.
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Invasive omnivores may have profound impacts on ecological communities through diet selection, particularly when their functional roles differ from those in their native range. While the threat of feral pigs () to native plant communities in Hawai'i is well known, their trophic dynamics and the drivers of variation in their diet remain understudied. We investigated the feral pig trophic niche on Hawai'i Island using stable isotopes (C and N) and Bayesian mixing models to identify drivers of variation in resource use.

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Article Synopsis
  • * Annual CH fluxes averaged around 26g CH/m²/year; the highest emissions were linked with certain temperature and salinity conditions, particularly in fresh-oligohaline marshes.
  • * The research found that salinity was the main factor affecting annual CH fluxes, while temperature, gross primary productivity, and tidal height influenced shorter-term variability, providing crucial data for better estimating methane emissions in these ecosystems.
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