The Gram-positive rhizosphere bacterium Paenibacillus polymyxa promotes plant growth and produces various antibiotics.Herein, we review research on this species over the past two and a half decades, and focus on the mechanisms of P.polymyxa strain E681, isolated from barley roots in the South Korea in 1995.Strain E681 has outstanding growth-promoti
The perception of mechanical force is a universal process in biological growth and development.Mechanosensitive ion channels play an important role in this process.Piezo, a member of mechanosensitive ion channels, has extensively studied in animals as a Ca2+ channel located on the plasma membrane.However, the function of Piezo homologs in plants re
This paper demonstrates the synergistic use of engineering judgment SHOP and statistical/deep learning models, implemented through a four-step process using the software SAS Viya 4.Initial data filtering, input variable determination, and simultaneous application of RNN, LSTM, and GRU forecasting algorithms are conducted.Results are evaluated based