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The hypercoagulable state is due in part to immune system dysregulation, inflammation and endothelial cell damage, as well as a reduction in defense systems

In other words, this lower p Ka implies that supersulfides have a greater tendency to deprotonate and form anionic species under physiological conditions, thereby increasing their reactivity with electrophilic molecules

For the other categorical features, we used binary encoding

On one hand, GLP-1 activates PKA, increasing the expression of Pdx1 and causing Pdx1 to translocate into the nucleus

[56] This activation reduces the production of reactive oxygen species (ROS) and mitigates endoplasmic reticulum (ER) stress

Both affect the same system but through mechanisms producing wildly different results