EMPOWERING DIFFERENTIAL NETWORKS USING BAYESIAN ANALYSIS.

Empowering differential networks using Bayesian analysis.

Differential networks (DN) are important tools for ACIDOPHILUS modeling the changes in conditional dependencies between multiple samples.A Bayesian approach for estimating DNs, from the classical viewpoint, is introduced with a computationally efficient threshold selection for graphical model determination.The algorithm separately estimates the pre

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An Integrative Pharmacology-Based Strategy to Uncover the Mechanism of Xiong-Pi-Fang in Treating Coronary Heart Disease with Depression

Objectives: This study GINGER ROOT aimed to explore the mechanism of Xiong-Pi-Fang (XPF) in the treatment of coronary heart disease (CHD) with depression by an integrative strategy combining serum pharmacochemistry, network pharmacology analysis, and experimental validation.Methods: An ultrahigh performance liquid chromatography-quadrupole-time-of-

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A spatially defined human Notch receptor interaction network reveals Notch intracellular storage and Ataxin-2-mediated fast recycling

Summary: The Notch signaling pathway controls cell growth, differentiation, and fate decisions.Dysregulation of Notch signaling has been linked to various human diseases.Notch receptor resides in multiple cellular compartments, and its translocation plays a central role in pathway activation.However, the spatial regulation of Notch receptor ACIDOPH

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Different channels to transmit information in scattering media

Abstract A communication channel should be built to transmit information from one place to another.Imaging is 2 or higher dimensional information communication.Conventionally, an imaging channel comprises a lens with free space at its both sides, whose transfer function is usually known and hence the response of the Frontloader Door Hinge Bush imag

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SARS-CoV-2 spike S2-specific neutralizing antibodies

Since the onset of the coronavirus disease 2019 (COVID-19), numerous neutralizing antibodies (NAbs) against severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) have been developed and authorized for emergency use to control the pandemic.Most COVID-19 therapeutic NAbs prevent the S1 subunit of the SARS-CoV-2 spike (S) protein from binding t

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