Publications by authors named "Shanyi Shi"

Article Synopsis
  • Maternal infections during pregnancy can lead to autism spectrum disorder (ASD) in children due to inflammation from maternal immune activation (MIA).
  • A study explored traditional Chinese medicine (MFH) to find herbs that might help treat ASD, identifying resveratrol as a key ingredient and Thoc5 as a crucial drug target.
  • Experiments showed that resveratrol not only boosted Thoc5 levels but also reduced inflammation in brain cells and improved behaviors related to ASD in offspring of pregnant mice.
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Background: Maternal immune activation (MIA) is a significant factor inducing to autism spectrum disorder (ASD) in offspring. The fundamental principle underlying MIA is that inflammation during pregnancy impedes fetal brain development and triggers behavioural alterations in offspring. The intricate pathogenesis of ASD renders drug treatment effects unsatisfactory.

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To improve prediction accuracy and provide sufficient time to control decision-making, a decomposition-based multi-step forecasting model for rabbit house environmental variables is proposed. Traditional forecasting methods for rabbit house environmental parameters perform poorly because the coupling relationship between sequences is ignored. Using the STL algorithm, the proposed model first decomposes the non-stationary time series into trend, seasonal, and residual components and then predicts separately based on the characteristics of each component.

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