The correlation between the central carbon metabolic flux distribution and the number of shared enzyme regulators in Saccharomyces cerevisiae

The central carbon metabolic system is the upstream energy source for microbial fermentation. In addition, it is a master switch for increasing the production of metabolites and an important part of the microbial metabolic network. Investigation into the relationship between genes, environmental fac...

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Main Authors: Xiangfei Zhou, Lunxian Liu, Chuanyu Shang, Haifeng Xu, Chao Ding, Qian Liu, Yin Yi
Format: Article
Language:English
Published: Instituto de Tecnologia do Paraná (Tecpar) 2016-05-01
Series:Brazilian Archives of Biology and Technology
Subjects:
Online Access:http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1516-89132016000100415&lng=en&tlng=en
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spelling doaj-e55ac87a46184f17813d86a713b36f622020-11-24T22:11:28ZengInstituto de Tecnologia do Paraná (Tecpar)Brazilian Archives of Biology and Technology1678-43242016-05-0159010.1590/1678-4324-2016150600S1516-89132016000100415The correlation between the central carbon metabolic flux distribution and the number of shared enzyme regulators in Saccharomyces cerevisiaeXiangfei ZhouLunxian LiuChuanyu ShangHaifeng XuChao DingQian LiuYin YiThe central carbon metabolic system is the upstream energy source for microbial fermentation. In addition, it is a master switch for increasing the production of metabolites and an important part of the microbial metabolic network. Investigation into the relationship between genes, environmental factors, and metabolic networks is a main focus of systems biology, which significantly impacts research in biochemistry, metabolic engineering, and synthetic biology. To this end, the central carbon metabolic flux under a variety of growth conditions or using strains with various genetic modifications was previously measured in Saccharomyces cerevisiae using 13C tracer technology. However, the measured values were not integrated and investigated further. In this study, we collected and analyzed the metabolic flux rates of the central carbon metabolic system in S. cerevisiae measured in recent studies. We carried out preliminary analyses of flux values of each pathway, performed regression analyses on relationship between different fluxes, and extracted principal component factors of the flux variables. Based on the results, the general characteristics of pathway flux distribution were clustered and explored, and the effects of environmental and genetic factors on the flux distribution were analyzed. Furthermore, this study explored the relationship between similarity in the enzyme's transcriptional regulation and the correlations in the enzyme's reaction flux. Our results provide a foundation for further studies on the control of the central carbon metabolic flux and facilitate the search for targets in metabolic engineering research.http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1516-89132016000100415&lng=en&tlng=enSaccharomyces cerevisiaecentral carbon metabolic fluxmetabolic networks and pathwaysgene expression regulationgene environment interactionenzyme transcriptional regulator
collection DOAJ
language English
format Article
sources DOAJ
author Xiangfei Zhou
Lunxian Liu
Chuanyu Shang
Haifeng Xu
Chao Ding
Qian Liu
Yin Yi
spellingShingle Xiangfei Zhou
Lunxian Liu
Chuanyu Shang
Haifeng Xu
Chao Ding
Qian Liu
Yin Yi
The correlation between the central carbon metabolic flux distribution and the number of shared enzyme regulators in Saccharomyces cerevisiae
Brazilian Archives of Biology and Technology
Saccharomyces cerevisiae
central carbon metabolic flux
metabolic networks and pathways
gene expression regulation
gene environment interaction
enzyme transcriptional regulator
author_facet Xiangfei Zhou
Lunxian Liu
Chuanyu Shang
Haifeng Xu
Chao Ding
Qian Liu
Yin Yi
author_sort Xiangfei Zhou
title The correlation between the central carbon metabolic flux distribution and the number of shared enzyme regulators in Saccharomyces cerevisiae
title_short The correlation between the central carbon metabolic flux distribution and the number of shared enzyme regulators in Saccharomyces cerevisiae
title_full The correlation between the central carbon metabolic flux distribution and the number of shared enzyme regulators in Saccharomyces cerevisiae
title_fullStr The correlation between the central carbon metabolic flux distribution and the number of shared enzyme regulators in Saccharomyces cerevisiae
title_full_unstemmed The correlation between the central carbon metabolic flux distribution and the number of shared enzyme regulators in Saccharomyces cerevisiae
title_sort correlation between the central carbon metabolic flux distribution and the number of shared enzyme regulators in saccharomyces cerevisiae
publisher Instituto de Tecnologia do Paraná (Tecpar)
series Brazilian Archives of Biology and Technology
issn 1678-4324
publishDate 2016-05-01
description The central carbon metabolic system is the upstream energy source for microbial fermentation. In addition, it is a master switch for increasing the production of metabolites and an important part of the microbial metabolic network. Investigation into the relationship between genes, environmental factors, and metabolic networks is a main focus of systems biology, which significantly impacts research in biochemistry, metabolic engineering, and synthetic biology. To this end, the central carbon metabolic flux under a variety of growth conditions or using strains with various genetic modifications was previously measured in Saccharomyces cerevisiae using 13C tracer technology. However, the measured values were not integrated and investigated further. In this study, we collected and analyzed the metabolic flux rates of the central carbon metabolic system in S. cerevisiae measured in recent studies. We carried out preliminary analyses of flux values of each pathway, performed regression analyses on relationship between different fluxes, and extracted principal component factors of the flux variables. Based on the results, the general characteristics of pathway flux distribution were clustered and explored, and the effects of environmental and genetic factors on the flux distribution were analyzed. Furthermore, this study explored the relationship between similarity in the enzyme's transcriptional regulation and the correlations in the enzyme's reaction flux. Our results provide a foundation for further studies on the control of the central carbon metabolic flux and facilitate the search for targets in metabolic engineering research.
topic Saccharomyces cerevisiae
central carbon metabolic flux
metabolic networks and pathways
gene expression regulation
gene environment interaction
enzyme transcriptional regulator
url http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1516-89132016000100415&lng=en&tlng=en
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