Flux Balance Analysis of Escherichia coli under Temperature and pH Stress Conditions

An interesting discovery in biology is that most genes in an organism are dispensable. That means these genes have minor effects on survival of the organism in standard laboratory conditions. One explanation of this discovery is that some genes play important roles in specific conditions and are ess...

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Main Author: Xu, Xiaopeng
Other Authors: Gao, Xin
Language:en
Published: 2015
Subjects:
Online Access:Xu, X. (2015). Flux Balance Analysis of Escherichia coli under Temperature and pH Stress Conditions. KAUST Research Repository. https://doi.org/10.25781/KAUST-A4IY4
http://hdl.handle.net/10754/552665
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spelling ndltd-kaust.edu.sa-oai-repository.kaust.edu.sa-10754-5526652021-02-09T05:08:36Z Flux Balance Analysis of Escherichia coli under Temperature and pH Stress Conditions Xu, Xiaopeng Gao, Xin Computer, Electrical and Mathematical Sciences and Engineering (CEMSE) Division Solovyev, Victor Bajic, Vladimir B. flux balance analysis stress condition Metabolic modeling flux variability analysis An interesting discovery in biology is that most genes in an organism are dispensable. That means these genes have minor effects on survival of the organism in standard laboratory conditions. One explanation of this discovery is that some genes play important roles in specific conditions and are essential genes under those conditions. E. coli is a model organism, which is widely used. It can adapt to many stress conditions, including temperature, pH, osmotic, antibiotic, etc. Underlying mechanisms and associated genes of each stress condition responses are usually different. In our analysis, we combined protein abundance data and mutant conditional fitness data into E. coli constraint-based metabolic models to study conditionally essential metabolic genes under temperature and pH stress conditions. Flux Balance Analysis was employed as the modeling method to analysis these data. We discovered lists of metabolic genes, which are E. coli dispensable genes, but conditionally essential under some stress conditions. Among these conditionally essential genes, atpA in low pH stress and nhaA in high pH stress found experimental evidences from previous studies. Our study provides new conditionally essential gene candidates for biologists to explore stress condition mechanisms. 2015-05-12T13:37:56Z 2016-05-12T00:00:00Z 2015-05-12 Thesis Xu, X. (2015). Flux Balance Analysis of Escherichia coli under Temperature and pH Stress Conditions. KAUST Research Repository. https://doi.org/10.25781/KAUST-A4IY4 10.25781/KAUST-A4IY4 http://hdl.handle.net/10754/552665 en 2016-05-12 At the time of archiving, the student author of this thesis opted to temporarily restrict access to it. The full text of this thesis became available to the public after the expiration of the embargo on 2016-05-12.
collection NDLTD
language en
sources NDLTD
topic flux balance analysis
stress condition
Metabolic modeling
flux variability analysis
spellingShingle flux balance analysis
stress condition
Metabolic modeling
flux variability analysis
Xu, Xiaopeng
Flux Balance Analysis of Escherichia coli under Temperature and pH Stress Conditions
description An interesting discovery in biology is that most genes in an organism are dispensable. That means these genes have minor effects on survival of the organism in standard laboratory conditions. One explanation of this discovery is that some genes play important roles in specific conditions and are essential genes under those conditions. E. coli is a model organism, which is widely used. It can adapt to many stress conditions, including temperature, pH, osmotic, antibiotic, etc. Underlying mechanisms and associated genes of each stress condition responses are usually different. In our analysis, we combined protein abundance data and mutant conditional fitness data into E. coli constraint-based metabolic models to study conditionally essential metabolic genes under temperature and pH stress conditions. Flux Balance Analysis was employed as the modeling method to analysis these data. We discovered lists of metabolic genes, which are E. coli dispensable genes, but conditionally essential under some stress conditions. Among these conditionally essential genes, atpA in low pH stress and nhaA in high pH stress found experimental evidences from previous studies. Our study provides new conditionally essential gene candidates for biologists to explore stress condition mechanisms.
author2 Gao, Xin
author_facet Gao, Xin
Xu, Xiaopeng
author Xu, Xiaopeng
author_sort Xu, Xiaopeng
title Flux Balance Analysis of Escherichia coli under Temperature and pH Stress Conditions
title_short Flux Balance Analysis of Escherichia coli under Temperature and pH Stress Conditions
title_full Flux Balance Analysis of Escherichia coli under Temperature and pH Stress Conditions
title_fullStr Flux Balance Analysis of Escherichia coli under Temperature and pH Stress Conditions
title_full_unstemmed Flux Balance Analysis of Escherichia coli under Temperature and pH Stress Conditions
title_sort flux balance analysis of escherichia coli under temperature and ph stress conditions
publishDate 2015
url Xu, X. (2015). Flux Balance Analysis of Escherichia coli under Temperature and pH Stress Conditions. KAUST Research Repository. https://doi.org/10.25781/KAUST-A4IY4
http://hdl.handle.net/10754/552665
work_keys_str_mv AT xuxiaopeng fluxbalanceanalysisofescherichiacoliundertemperatureandphstressconditions
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