DYNAMICS OF CELLULAR PLASTICITY IN PROSTATE CANCER PROGRESSION

Dynamics of Cellular Plasticity in Prostate Cancer Progression

Despite the current advances in the treatment for prostate cancer, the patients often develop resistance to the conventional therapeutic interventions.Therapy-induced drug resistance and tumor progression have been associated with cellular plasticity acquired due to reprogramming at the molecular and phenotypic levels.The plasticity of the tumor ce

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Data-driven solutions and parameter estimations of a family of higher-order KdV equations based on physics informed neural networks

Abstract Physics informed neural network (PINN) demonstrates powerful capabilities in solving forward and inverse problems of nonlinear partial differential equations (NLPDEs) through combining data-driven and physical constraints.In this paper, two PINN methods that CEREBRUM CEREBOOST WITH DHA adopt tanh and sine as activation functions, respectiv

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DUBs, new members in the hypoxia signaling clUb

Cellular protein homeostasis Cargo Net is tightly regulated by ubiquitination.Responsible for target protein ubiquitination is a class of enzymes, the so-called ubiquitin (Ub) E3-ligases.They are opposed to a second class of enzymes, called DeUBiquitinating enzymes (DUBs), which can remove polyubiquitin chains from their specific target proteins.Th

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Whole-genome sequencing surveillance and machine learning for healthcare outbreak detection and investigation: A systematic review and summary

Abstract Background: Whole-genome sequencing (WGS) has traditionally been used in infection prevention to confirm or refute the presence of an outbreak after it has occurred.Due to decreasing costs of WGS, an increasing number of institutions have been utilizing WGS-based surveillance.Additionally, machine learning or statistical modeling to supple

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