Study of metabolic flux distribution in rice (Oryza sativa) cultures for starch production

The demand for starch-rich crops remains high due to its wide applications. One of them is rice (Oryza sativa) which is the second most widely grown cereal crop. The large-scale production of rice facing challenges such as unstable productivity, climate changes and excessive use of agrochemicals. Pl...

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Main Authors: Abdul Nuri, Nur Aqila Syafiqa, Mohamad Puad, Noor Illi, Abduh, Muhammad Yusuf, Azmi, Azlin Suhaida
Format: Conference or Workshop Item
Language:English
English
Published: 2021
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spelling my.iium.irep.945722022-01-06T03:19:53Z http://irep.iium.edu.my/94572/ Study of metabolic flux distribution in rice (Oryza sativa) cultures for starch production Abdul Nuri, Nur Aqila Syafiqa Mohamad Puad, Noor Illi Abduh, Muhammad Yusuf Azmi, Azlin Suhaida SB Plant culture TP248.13 Biotechnology The demand for starch-rich crops remains high due to its wide applications. One of them is rice (Oryza sativa) which is the second most widely grown cereal crop. The large-scale production of rice facing challenges such as unstable productivity, climate changes and excessive use of agrochemicals. Plant cell culture technology is proposed to increase rice yield and producing drought-resistance variety of rice for sustaining its demand. However, the amount of starch in rice cultures is expected to be smaller compared to the planted ones. This is because plant tissue culture only involves the growth of cells, not the whole plant in which certain enzymes may not exist. The main aim of this study is to apply Flux Balance Analysis (FBA) for optimizing starch production in rice cultures. In this study, the stoichiometric metabolic model for starch production in rice has been reconstructed based on the published articles. Upon the reconstruction, the model consists of 160 reactions and 148 metabolites which represents the main carbon metabolism of rice towards starch production. The model was then formulated in GAMS v31.1.0 and the objective function was set to the maximization of starch. The selected constraints (sugar uptake rates and cell growth rates) from previous studies were utilized. The simulated starch production rate values were achieved at the highest glucose uptake rates with the value of 0.0544 mmol/g CDW.h and 0.0067 mmol/g CDW.h for cell suspension and callus culture, respectively. The internal metabolic flux distributions demonstrated that the incoming carbon fluxes were directed towards the glycolysis pathway, TCA cycle, PPP cycle and finally starch biosynthesis reactions. The results of this study serve as a starting point to further understanding the starch production mechanism in plants which are known to be complex and thus, the strategies for improving starch production can be established. 2021-06 Conference or Workshop Item PeerReviewed application/pdf en http://irep.iium.edu.my/94572/2/94572_programme%20book.pdf application/pdf en http://irep.iium.edu.my/94572/1/94572_new.pdf Abdul Nuri, Nur Aqila Syafiqa and Mohamad Puad, Noor Illi and Abduh, Muhammad Yusuf and Azmi, Azlin Suhaida (2021) Study of metabolic flux distribution in rice (Oryza sativa) cultures for starch production. In: 6th International Conference on Biotechnology Engineering 2021 (ICBioE 2021), 22-23 June 2021, Kuala Lumpur (Online). (Unpublished)
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
language English
English
topic SB Plant culture
TP248.13 Biotechnology
spellingShingle SB Plant culture
TP248.13 Biotechnology
Abdul Nuri, Nur Aqila Syafiqa
Mohamad Puad, Noor Illi
Abduh, Muhammad Yusuf
Azmi, Azlin Suhaida
Study of metabolic flux distribution in rice (Oryza sativa) cultures for starch production
description The demand for starch-rich crops remains high due to its wide applications. One of them is rice (Oryza sativa) which is the second most widely grown cereal crop. The large-scale production of rice facing challenges such as unstable productivity, climate changes and excessive use of agrochemicals. Plant cell culture technology is proposed to increase rice yield and producing drought-resistance variety of rice for sustaining its demand. However, the amount of starch in rice cultures is expected to be smaller compared to the planted ones. This is because plant tissue culture only involves the growth of cells, not the whole plant in which certain enzymes may not exist. The main aim of this study is to apply Flux Balance Analysis (FBA) for optimizing starch production in rice cultures. In this study, the stoichiometric metabolic model for starch production in rice has been reconstructed based on the published articles. Upon the reconstruction, the model consists of 160 reactions and 148 metabolites which represents the main carbon metabolism of rice towards starch production. The model was then formulated in GAMS v31.1.0 and the objective function was set to the maximization of starch. The selected constraints (sugar uptake rates and cell growth rates) from previous studies were utilized. The simulated starch production rate values were achieved at the highest glucose uptake rates with the value of 0.0544 mmol/g CDW.h and 0.0067 mmol/g CDW.h for cell suspension and callus culture, respectively. The internal metabolic flux distributions demonstrated that the incoming carbon fluxes were directed towards the glycolysis pathway, TCA cycle, PPP cycle and finally starch biosynthesis reactions. The results of this study serve as a starting point to further understanding the starch production mechanism in plants which are known to be complex and thus, the strategies for improving starch production can be established.
format Conference or Workshop Item
author Abdul Nuri, Nur Aqila Syafiqa
Mohamad Puad, Noor Illi
Abduh, Muhammad Yusuf
Azmi, Azlin Suhaida
author_facet Abdul Nuri, Nur Aqila Syafiqa
Mohamad Puad, Noor Illi
Abduh, Muhammad Yusuf
Azmi, Azlin Suhaida
author_sort Abdul Nuri, Nur Aqila Syafiqa
title Study of metabolic flux distribution in rice (Oryza sativa) cultures for starch production
title_short Study of metabolic flux distribution in rice (Oryza sativa) cultures for starch production
title_full Study of metabolic flux distribution in rice (Oryza sativa) cultures for starch production
title_fullStr Study of metabolic flux distribution in rice (Oryza sativa) cultures for starch production
title_full_unstemmed Study of metabolic flux distribution in rice (Oryza sativa) cultures for starch production
title_sort study of metabolic flux distribution in rice (oryza sativa) cultures for starch production
publishDate 2021
url http://irep.iium.edu.my/94572/2/94572_programme%20book.pdf
http://irep.iium.edu.my/94572/1/94572_new.pdf
http://irep.iium.edu.my/94572/
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score 13.211869