기초과학연구원 의생명수학그룹
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We will discuss about "Pairing of segmentation clock genes drives robust pattern formation", Zinani et al., Nature (2021) Gene expression is an inherently stochastic process; however, organismal development and homeostasis require cells to coordinate the spatiotemporal expression of large sets of genes. In metazoans, pairs of co-expressed genes often reside in the same chromosomal neighbourhood, … |
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We will discuss about "Maximum Entropy Framework for Predictive Inference of Cell Population Heterogeneity and Responses in Signaling Networks", Dixit et al., Cell Systems (2020) Predictive models of signaling networks are essential for understanding cell population heterogeneity and designing rational interventions in disease. However, using computational models to predict heterogeneity of signaling dynamics is often … |
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In this presentation, we are going to discuss the paper, "Unified rational protein engineering with sequence-based deep representation learning" Abstract Rational protein engineering requires a holistic understanding of protein function. Here, we apply deep learning to unlabeled amino-acid sequences to distill the fundamental features of a protein into a statistical representation that is semantically rich … |
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We will discuss about "A stochastic oscillator model simulates the entrainment of vertebrate cellular clocks by light", Kumpost et al., bioRxiv (2021) The circadian clock is a cellular mechanism that synchronizes various biological processes with respect to the time of the day. While much progress has been made characterizing the molecular mechanisms underlying this clock, … |
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