Information Theory in Molecular Evolution: From Models to Structures and Dynamics

This Special Issue collects novel contributions from scientists in the interdisciplinary field of biomolecular evolution. Works listed here use information theoretical concepts as a core but are tightly integrated with the study of molecular processes. Applications include the analysis of phylogenet...

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フォーマット: Online
言語:英語
出版事項: MDPI - Multidisciplinary Digital Publishing Institute 2022
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オンライン・アクセス:ONIX_20220111_9783036512136_83
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_version_ 1869517189579538432
collection Directory of Open Access Books
description This Special Issue collects novel contributions from scientists in the interdisciplinary field of biomolecular evolution. Works listed here use information theoretical concepts as a core but are tightly integrated with the study of molecular processes. Applications include the analysis of phylogenetic signals to elucidate biomolecular structure and function, the study and quantification of structural dynamics and allostery, as well as models of molecular interaction specificity inspired by evolutionary cues.
format Online
id doab-20.500.12854ir-76347
institution Directory of Open Access Books
language eng
publishDate 2022
publishDateRange 2022
publishDateSort 2022
publisher MDPI - Multidisciplinary Digital Publishing Institute
publisherStr MDPI - Multidisciplinary Digital Publishing Institute
record_format ojs
spelling doab-20.500.12854ir-763472024-03-28T03:33:16Z Information Theory in Molecular Evolution: From Models to Structures and Dynamics Morcos, Faruck power law Brownian process Kolmogorov complexity entropy chaos monofractal non-linear cumulative sum sequence analysis protein engineering direct coupling analysis evolutionary coupling analysis contact prediction phylogenetic bias phylogeny co-evolution coevolutionary analysis direct-coupling analysis specificity determining contacts sequence reweighting maximum entropy models protein contact predictions TEM-1 TOHO-1 PBP-A DD-transpeptidase conformational changes catalytic mechanism evolution epistasis allostery elastic network model protein conformational dynamics statistical inference mutational phenotypes interaction specificity phosphorylation fitness landscape bacterial signaling n/a thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GP Research and information: general thema EDItEUR::P Mathematics and Science::PS Biology, life sciences This Special Issue collects novel contributions from scientists in the interdisciplinary field of biomolecular evolution. Works listed here use information theoretical concepts as a core but are tightly integrated with the study of molecular processes. Applications include the analysis of phylogenetic signals to elucidate biomolecular structure and function, the study and quantification of structural dynamics and allostery, as well as models of molecular interaction specificity inspired by evolutionary cues. 2022-01-11T13:29:26Z 2022-01-11T13:29:26Z 2021 book ONIX_20220111_9783036512136_83 9783036512136 9783036512129 https://directory.doabooks.org/handle/20.500.12854/76347 eng image/jpeg Attribution 4.0 International https://mdpi.com/books/pdfview/book/3772 https://mdpi.com/books/pdfview/book/3772 MDPI - Multidisciplinary Digital Publishing Institute 10.3390/books978-3-0365-1212-9 10.3390/books978-3-0365-1212-9 46cabcaa-dd94-4bfe-87b4-55023c1b36d0 9783036512136 9783036512129 135 Basel, Switzerland open access
spellingShingle power law
Brownian process
Kolmogorov complexity
entropy
chaos
monofractal
non-linear
cumulative sum
sequence analysis
protein engineering
direct coupling analysis
evolutionary coupling analysis
contact prediction
phylogenetic bias
phylogeny
co-evolution
coevolutionary analysis
direct-coupling analysis
specificity determining contacts
sequence reweighting
maximum entropy models
protein contact predictions
TEM-1
TOHO-1
PBP-A
DD-transpeptidase
conformational changes
catalytic mechanism
evolution
epistasis
allostery
elastic network model
protein conformational dynamics
statistical inference
mutational phenotypes
interaction specificity
phosphorylation
fitness landscape
bacterial signaling
n/a
thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GP Research and information: general
thema EDItEUR::P Mathematics and Science::PS Biology, life sciences
Information Theory in Molecular Evolution: From Models to Structures and Dynamics
title Information Theory in Molecular Evolution: From Models to Structures and Dynamics
title_full Information Theory in Molecular Evolution: From Models to Structures and Dynamics
title_fullStr Information Theory in Molecular Evolution: From Models to Structures and Dynamics
title_full_unstemmed Information Theory in Molecular Evolution: From Models to Structures and Dynamics
title_short Information Theory in Molecular Evolution: From Models to Structures and Dynamics
title_sort information theory in molecular evolution from models to structures and dynamics
topic power law
Brownian process
Kolmogorov complexity
entropy
chaos
monofractal
non-linear
cumulative sum
sequence analysis
protein engineering
direct coupling analysis
evolutionary coupling analysis
contact prediction
phylogenetic bias
phylogeny
co-evolution
coevolutionary analysis
direct-coupling analysis
specificity determining contacts
sequence reweighting
maximum entropy models
protein contact predictions
TEM-1
TOHO-1
PBP-A
DD-transpeptidase
conformational changes
catalytic mechanism
evolution
epistasis
allostery
elastic network model
protein conformational dynamics
statistical inference
mutational phenotypes
interaction specificity
phosphorylation
fitness landscape
bacterial signaling
n/a
thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GP Research and information: general
thema EDItEUR::P Mathematics and Science::PS Biology, life sciences
topic_facet power law
Brownian process
Kolmogorov complexity
entropy
chaos
monofractal
non-linear
cumulative sum
sequence analysis
protein engineering
direct coupling analysis
evolutionary coupling analysis
contact prediction
phylogenetic bias
phylogeny
co-evolution
coevolutionary analysis
direct-coupling analysis
specificity determining contacts
sequence reweighting
maximum entropy models
protein contact predictions
TEM-1
TOHO-1
PBP-A
DD-transpeptidase
conformational changes
catalytic mechanism
evolution
epistasis
allostery
elastic network model
protein conformational dynamics
statistical inference
mutational phenotypes
interaction specificity
phosphorylation
fitness landscape
bacterial signaling
n/a
thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GP Research and information: general
thema EDItEUR::P Mathematics and Science::PS Biology, life sciences
url ONIX_20220111_9783036512136_83