Activation of gene expression by detergent-like protein domains

Summary: The mechanisms by which transcriptional activation domains (tADs) initiate eukaryotic gene expression have been an enigma for decades because most tADs lack specificity in sequence, structure, and interactions with targets. Machine learning analysis of data sets of tAD sequences generated i...

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Main Authors: Bradley K. Broyles, Andrew T. Gutierrez, Theodore P. Maris, Daniel A. Coil, Thomas M. Wagner, Xiao Wang, Daisuke Kihara, Caleb A. Class, Alexandre M. Erkine
Format: Article
Language:English
Published: Elsevier 2021-09-01
Series:iScience
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2589004221009858
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spelling doaj-ff0e25ead33e4f31837e80c2f3b343862021-09-25T05:10:12ZengElsevieriScience2589-00422021-09-01249103017Activation of gene expression by detergent-like protein domainsBradley K. Broyles0Andrew T. Gutierrez1Theodore P. Maris2Daniel A. Coil3Thomas M. Wagner4Xiao Wang5Daisuke Kihara6Caleb A. Class7Alexandre M. Erkine8College of Pharmacy and Health Sciences, Butler University, Indianapolis, IN 46208, USACollege of Pharmacy and Health Sciences, Butler University, Indianapolis, IN 46208, USACollege of Pharmacy and Health Sciences, Butler University, Indianapolis, IN 46208, USACollege of Pharmacy and Health Sciences, Butler University, Indianapolis, IN 46208, USACollege of Pharmacy and Health Sciences, Butler University, Indianapolis, IN 46208, USADepartment of Computer Science, Purdue University, West Lafayette, IN 47907, USADepartment of Computer Science, Purdue University, West Lafayette, IN 47907, USACollege of Pharmacy and Health Sciences, Butler University, Indianapolis, IN 46208, USACollege of Pharmacy and Health Sciences, Butler University, Indianapolis, IN 46208, USA; Corresponding authorSummary: The mechanisms by which transcriptional activation domains (tADs) initiate eukaryotic gene expression have been an enigma for decades because most tADs lack specificity in sequence, structure, and interactions with targets. Machine learning analysis of data sets of tAD sequences generated in vivo elucidated several functionality rules: the functional tAD sequences should (i) be devoid of or depleted with basic amino acid residues, (ii) be enriched with aromatic and acidic residues, (iii) be with aromatic residues localized mostly near the terminus of the sequence, and acidic residues localized more internally within a span of 20–30 amino acids, (iv) be with both aromatic and acidic residues preferably spread out in the sequence and not clustered, and (v) not be separated by occasional basic residues. These and other more subtle rules are not absolute, reflecting absence of a tAD consensus sequence, enormous variability, and consistent with surfactant-like tAD biochemical properties. The findings are compatible with the paradigm-shifting nucleosome detergent mechanism of gene expression activation, contributing to the development of the liquid-liquid phase separation model and the biochemistry of near-stochastic functional allosteric interactions.http://www.sciencedirect.com/science/article/pii/S2589004221009858Biological sciencesMolecular biologyBioinformaticsComputational bioinformaticsgene activationtranscriptional regulation
collection DOAJ
language English
format Article
sources DOAJ
author Bradley K. Broyles
Andrew T. Gutierrez
Theodore P. Maris
Daniel A. Coil
Thomas M. Wagner
Xiao Wang
Daisuke Kihara
Caleb A. Class
Alexandre M. Erkine
spellingShingle Bradley K. Broyles
Andrew T. Gutierrez
Theodore P. Maris
Daniel A. Coil
Thomas M. Wagner
Xiao Wang
Daisuke Kihara
Caleb A. Class
Alexandre M. Erkine
Activation of gene expression by detergent-like protein domains
iScience
Biological sciences
Molecular biology
Bioinformatics
Computational bioinformatics
gene activation
transcriptional regulation
author_facet Bradley K. Broyles
Andrew T. Gutierrez
Theodore P. Maris
Daniel A. Coil
Thomas M. Wagner
Xiao Wang
Daisuke Kihara
Caleb A. Class
Alexandre M. Erkine
author_sort Bradley K. Broyles
title Activation of gene expression by detergent-like protein domains
title_short Activation of gene expression by detergent-like protein domains
title_full Activation of gene expression by detergent-like protein domains
title_fullStr Activation of gene expression by detergent-like protein domains
title_full_unstemmed Activation of gene expression by detergent-like protein domains
title_sort activation of gene expression by detergent-like protein domains
publisher Elsevier
series iScience
issn 2589-0042
publishDate 2021-09-01
description Summary: The mechanisms by which transcriptional activation domains (tADs) initiate eukaryotic gene expression have been an enigma for decades because most tADs lack specificity in sequence, structure, and interactions with targets. Machine learning analysis of data sets of tAD sequences generated in vivo elucidated several functionality rules: the functional tAD sequences should (i) be devoid of or depleted with basic amino acid residues, (ii) be enriched with aromatic and acidic residues, (iii) be with aromatic residues localized mostly near the terminus of the sequence, and acidic residues localized more internally within a span of 20–30 amino acids, (iv) be with both aromatic and acidic residues preferably spread out in the sequence and not clustered, and (v) not be separated by occasional basic residues. These and other more subtle rules are not absolute, reflecting absence of a tAD consensus sequence, enormous variability, and consistent with surfactant-like tAD biochemical properties. The findings are compatible with the paradigm-shifting nucleosome detergent mechanism of gene expression activation, contributing to the development of the liquid-liquid phase separation model and the biochemistry of near-stochastic functional allosteric interactions.
topic Biological sciences
Molecular biology
Bioinformatics
Computational bioinformatics
gene activation
transcriptional regulation
url http://www.sciencedirect.com/science/article/pii/S2589004221009858
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