Thermodynamics, Entropy & Divergence in Developmental Biology
POSTER
Abstract
We hypothesize that developmental transitions during Drosophila melanogaster embryogenesis map onto thermodynamic transitions which should be visible in information theoretic characterizations of the biological states. We investigate this hypothesis using publicly available temporal transcriptomic data. We show that the Permutation Entropy of Indexed Ensembles (∏ Entropy) and vector variations of the Kullback-Leibler divergence map are indeed able to identify transitions between developmental stages via distinct changes in information theoretic complexity. We discuss specific implications for a broader thermodynamic framework of developmental biology.
Presenters
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Benjamin Douglas Ansbacher
Carleton College
Authors
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Benjamin Douglas Ansbacher
Carleton College
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Malachy Guzman
Carleton College
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Jordi Garcia-Ojalvo
Universitat Pompeu Fabra
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Arjendu Kishore Pattanayak
Carleton College