Mucormycosis Metabolic Network Modeling: A Constraint-Based Approach

Tushar Gupta, Shubham Vashistha, Sudeepti Kulshrestha, P. Narad, A. Sengupta
{"title":"Mucormycosis Metabolic Network Modeling: A Constraint-Based Approach","authors":"Tushar Gupta, Shubham Vashistha, Sudeepti Kulshrestha, P. Narad, A. Sengupta","doi":"10.1109/ISCON57294.2023.10111947","DOIUrl":null,"url":null,"abstract":"Mucormycosis is an uncommon illness caused by the fungus Mucorales. India was concerned about mucormycosis and COVID-19 in 2020. To minimize morbidity and occurrence, prevent, and treat mucormycosis, analysis is required. Combining systems biology and bioinformatics-based mucormycosis research, this study simulates the Genome-scale metabolic model (GSSM) of a Rhizopus oryzae strain for the comprehension of the organism’s metabolic mechanism. Several key metabolic pathways for a mucormycosis-causing fungus strain were identified in research publications and targeted for inclusion in a model of a metabolic network. Based on the Flux Balance Analysis (FBA) approach, an integrated model of these pathways at the scale of the genome’s metabolism was developed and appropriate constraints were applied to the numerous reactions involved in Rhizopus oryzae’s metabolism using the COBRA package in MATLAB. Hence, unique evidence of pharmacological targets and biomarkers that may function as diagnostic, early analytic, and therapeutic agents in mucormycosis was discovered. Our study investigates the role of key metabolites in the model by applying constraints and altering fluxes, which provides valuable candidates for drug development.","PeriodicalId":280183,"journal":{"name":"2023 6th International Conference on Information Systems and Computer Networks (ISCON)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-03-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 6th International Conference on Information Systems and Computer Networks (ISCON)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISCON57294.2023.10111947","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Mucormycosis is an uncommon illness caused by the fungus Mucorales. India was concerned about mucormycosis and COVID-19 in 2020. To minimize morbidity and occurrence, prevent, and treat mucormycosis, analysis is required. Combining systems biology and bioinformatics-based mucormycosis research, this study simulates the Genome-scale metabolic model (GSSM) of a Rhizopus oryzae strain for the comprehension of the organism’s metabolic mechanism. Several key metabolic pathways for a mucormycosis-causing fungus strain were identified in research publications and targeted for inclusion in a model of a metabolic network. Based on the Flux Balance Analysis (FBA) approach, an integrated model of these pathways at the scale of the genome’s metabolism was developed and appropriate constraints were applied to the numerous reactions involved in Rhizopus oryzae’s metabolism using the COBRA package in MATLAB. Hence, unique evidence of pharmacological targets and biomarkers that may function as diagnostic, early analytic, and therapeutic agents in mucormycosis was discovered. Our study investigates the role of key metabolites in the model by applying constraints and altering fluxes, which provides valuable candidates for drug development.
毛霉病代谢网络建模:一种基于约束的方法
毛霉菌病是由毛霉菌引起的一种罕见疾病。2020年,印度对毛霉病和COVID-19感到担忧。为了减少发病率和发生率,预防和治疗毛霉病,需要进行分析。本研究结合系统生物学和生物信息学为基础的毛霉病研究,模拟了一种米根霉菌株的基因组尺度代谢模型(GSSM),以了解该生物的代谢机制。在研究出版物中确定了引起毛霉病的真菌菌株的几个关键代谢途径,并将其纳入代谢网络模型。基于通量平衡分析(Flux Balance Analysis, FBA)方法,在基因组代谢的尺度上建立了这些途径的集成模型,并使用MATLAB中的COBRA软件包对米根霉代谢中涉及的众多反应进行了适当的约束。因此,发现了可能作为毛霉病诊断、早期分析和治疗药物的药理学靶点和生物标志物的独特证据。我们的研究通过应用限制和改变通量来研究关键代谢物在模型中的作用,这为药物开发提供了有价值的候选物。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信