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Assessing Transfer Entropy from Biochemical Data

Offered By: PCS Institute for Basic Science via YouTube

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Information Theory Courses Bioinformatics Courses Data Analysis Courses Signal Processing Courses Systems Biology Courses

Course Description

Overview

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Explore a groundbreaking method for evaluating transfer entropy (TE) in biochemical reactions using experimental data. Delve into the application of this technique to the ERBB-RAS-MAPK system, which governs various cell fate decisions. Examine how comparing TE time evolution between wild-type and mutant protein-containing cells reveals significant differences not apparent in average raw signal profiles. Gain insights into how this approach can potentially uncover crucial biochemical reaction pathways, advancing our understanding of cellular processes and decision-making mechanisms.

Syllabus

Yoshiyuki Kabashima: Assessing Transfer Entropy from Biochemical Data


Taught by

PCS Institute for Basic Science

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