Publications by authors named "W E Marshall"

Single cells can perform surprisingly complex behaviors and computations, including primitive forms of learning like habituation. New work highlighted here uses mathematical modeling to show that relatively simple biochemical networks can recapitulate many features of habituation in animals.

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Using the methodology developed by the National Highway Traffic Safety Administration (NHTSA) for motorcyclists, this paper estimates bicycle helmet effectiveness factors (HEFs), defined as the percentage greater chance that a helmeted bicyclist will avoid a fatality or serious injury relative to a non-wearer. We analyse reported motor vehicle-bicycle collisions in Colorado between 2006 and 2014. We conclude that NHTSA's motorcycle HEF methodology did not provide reasonable results given underreporting of low-severity collisions of helmeted bicyclists.

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Background: Sodium zirconium cyclosilicate (SZC) reduces serum potassium in patients with chronic hyperkalaemia in clinical trials, but its role in the emergency treatment of hyperkalaemia is unproven. We hypothesized that SZC use for emergent hyperkalaemia would be associated with a reduction in rates of emergency interventions for hyperkalaemia.

Methods: This was a single-centre, propensity score-weighted case-control study of patients admitted with hyperkalaemia to a specialist renal centre.

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Article Synopsis
  • The study observes the single-celled organism *coeruleus* displaying habituation to mechanical stimuli, indicating basic learning capabilities even in simple cells, but the mechanism behind this learning is still unclear.
  • Researchers developed a biochemistry-based model that explains how mechanoreceptors in *coeruleus* sense stimuli, leading to changes in cell behavior such as action potential generation and internalization of receptors, a process that could facilitate learning.
  • Simulations based on this model successfully replicated key features of habituation, suggesting a link between receptor dynamics and response to stimuli, while new experiments confirmed predictions about habituation patterns in the cell.
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is a unicellular ciliate capable of contracting to a quarter of its body length in less than five milliseconds. When measured as fractional shortening, this is an order of magnitude faster than motion powered by actomyosin. Myonemes, which are protein networks found near the cortex of many protists, are believed to power contraction.

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