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Cs and Br tuning to achieve ultralow-hysteresis and high-performance indoor triple cation perovskite solar cell with low-cost carbon-based electrode
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Metadata
Document Title
Cs and Br tuning to achieve ultralow-hysteresis and high-performance indoor triple cation perovskite solar cell with low-cost carbon-based electrode
Author
Srathongsian L., Kaewprajak A., Naikaew A., Seriwattanachai C., Phuphathanaphong N., Inna A., Chotchuangchutchaval T., Passatorntaschakorn W., Kumnorkaew P., Sahasithiwat S., Wongratanaphisan D., Ruankham P., Supruangnet R., Nakajima H., Pakawatpanurut P., Kanjanaboos P.
Affiliations
Genetic Engineering and Bioinformatics Program, Graduate School, Kasetsart University, Bangkok, 10900, Thailand; Institute of Nutrition, Mahidol University, Nakhon Pathom, 73170, Thailand; Bioinformatics and Systems Biology Program, School of Bioresources and Technology and School of Information Technology, King Mongkut’s University of Technology Thonburi (Bang Khun Thian), Bangkok, 10150, Thailand; Omics Center for Agriculture, Bioresources, Food, and, Health, Kasetsart University (OmiKU), Bangkok, 10900, Thailand; Industrial Bioprocess Technology Research Team, Functional Ingredients and Food Innovation Research Group, National Center for Genetic Engineering and Biotechnology (BIOTEC), National Science and Technology Development Agency (NSTDA), Pathum Thani, 12120, Thailand; Center for Agricultural Systems Biology (CASB), Systems Biology and Bioinformatics Research Group, Pilot Plant Development and Training Institute, King Mongkut’s University of Technology Thonburi (Bang Khun Thian), Bangkok, 10150, Thailand; Department of Zoology, Faculty of Science, Kasetsart University, Bangkok, 10900, Thailand
Type
Article
Source Title
Biology
ISSN
20797737
Year
2024
Volume
13
Issue
3
Open Access
All Open Access, Gold
Publisher
Multidisciplinary Digital Publishing Institute (MDPI)
DOI
10.3390/biology13030139
Abstract
The genome-scale metabolic model (GSMM) of Cordyceps militaris provides a comprehensive basis of carbon assimilation for cell growth and metabolite production. However, the model with a simple mass balance concept shows limited capability to probe the metabolic responses of C. militaris under light exposure. This study, therefore, employed the transcriptome-integrated GSMM approach to extend the investigation of C. militaris’s metabolism under light conditions. Through the gene inactivity moderated by metabolism and expression (GIMME) framework, the iPS1474-tiGSMM model was furnished with the transcriptome data, thus providing a simulation that described reasonably well the metabolic responses underlying the phenotypic observation of C. militaris under the particular light conditions. The iPS1474-tiGSMM obviously showed an improved prediction of metabolic fluxes in correlation with the expressed genes involved in the cordycepin and carotenoid biosynthetic pathways under the sucrose culturing conditions. Further analysis of reporter metabolites suggested that the central carbon, purine, and fatty acid metabolisms towards carotenoid biosynthesis were the predominant metabolic processes responsible in light conditions. This finding highlights the key responsive processes enabling the acclimatization of C. militaris metabolism in varying light conditions. This study provides a valuable perspective on manipulating metabolic genes and fluxes towards the target metabolite production of C. militaris. ? 2024 by the authors.
Keyword
Cordyceps militaris | integrated GSMM (tiGSMM) | light | Metabolism | systems biology | Transcriptome
License
CC BY
Rights
Authors
Publication Source
WoS