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109 Results Found

  • Article
  • Open Access
1,125 Views
17 Pages

Screening of Potential Drug Targets Based on the Genome-Scale Metabolic Network Model of Vibrio parahaemolyticus

  • Lingrui Zhang,
  • Bin Wang,
  • Ruiqi Zhang,
  • Zhen He,
  • Mingzhi Zhang,
  • Tong Hao and
  • Jinsheng Sun

Vibrio parahaemolyticus is a pathogenic bacterium widely distributed in marine environments, posing significant threats to aquatic organisms and human health. The overuse and misuse of antibiotics has led to the development of multidrug- and pan-resi...

  • Article
  • Open Access
18 Citations
5,927 Views
23 Pages

Genome–Scale Metabolic Networks Shed Light on the Carotenoid Biosynthesis Pathway in the Brown Algae Saccharina japonica and Cladosiphon okamuranus

  • Delphine Nègre,
  • Méziane Aite,
  • Arnaud Belcour,
  • Clémence Frioux,
  • Loraine Brillet-Guéguen,
  • Xi Liu,
  • Philippe Bordron,
  • Olivier Godfroy,
  • Agnieszka P. Lipinska and
  • Gabriel V. Markov
  • + 4 authors

16 November 2019

Understanding growth mechanisms in brown algae is a current scientific and economic challenge that can benefit from the modeling of their metabolic networks. The sequencing of the genomes of Saccharina japonica and Cladosiphon okamuranus has provided...

  • Article
  • Open Access
29 Citations
10,414 Views
19 Pages

Generation and Evaluation of a Genome-Scale Metabolic Network Model of Synechococcus elongatus PCC7942

  • Julián Triana,
  • Arnau Montagud,
  • Maria Siurana,
  • David Fuente,
  • Arantxa Urchueguía,
  • Daniel Gamermann,
  • Javier Torres,
  • Jose Tena,
  • Pedro Fernández De Córdoba and
  • Javier F. Urchueguía

20 August 2014

The reconstruction of genome-scale metabolic models and their applications represent a great advantage of systems biology. Through their use as metabolic flux simulation models, production of industrially-interesting metabolites can be predicted. Due...

  • Article
  • Open Access
35 Citations
8,228 Views
21 Pages

Counting and Correcting Thermodynamically Infeasible Flux Cycles in Genome-Scale Metabolic Networks

  • Daniele De Martino,
  • Fabrizio Capuani,
  • Matteo Mori,
  • Andrea De Martino and
  • Enzo Marinari

14 October 2013

Thermodynamics constrains the flow of matter in a reaction network to occur through routes along which the Gibbs energy decreases, implying that viable steady-state flux patterns should be void of closed reaction cycles. Identifying and removing cycl...

  • Feature Paper
  • Review
  • Open Access
36 Citations
6,285 Views
20 Pages

Next-Generation Genome-Scale Metabolic Modeling through Integration of Regulatory Mechanisms

  • Carolina H. Chung,
  • Da-Wei Lin,
  • Alec Eames and
  • Sriram Chandrasekaran

7 September 2021

Genome-scale metabolic models (GEMs) are powerful tools for understanding metabolism from a systems-level perspective. However, GEMs in their most basic form fail to account for cellular regulation. A diverse set of mechanisms regulate cellular metab...

  • Article
  • Open Access
2 Citations
2,187 Views
20 Pages

Identifying Hub Genes and Metabolic Pathways in Collagen VI-Related Dystrophies: A Roadmap to Therapeutic Intervention

  • Atakan Burak Ceyhan,
  • Ali Kaynar,
  • Ozlem Altay,
  • Cheng Zhang,
  • Sehime Gulsun Temel,
  • Hasan Turkez and
  • Adil Mardinoglu

29 October 2024

Collagen VI-related dystrophies (COL6RD) are a group of rare muscle disorders caused by mutations in specific genes responsible for type VI collagen production. It affects muscles, joints, and connective tissues, leading to weakness, joint problems,...

  • Article
  • Open Access
14 Citations
5,723 Views
14 Pages

Identifying Personalized Metabolic Signatures in Breast Cancer

  • Priyanka Baloni,
  • Wikum Dinalankara,
  • John C. Earls,
  • Theo A. Knijnenburg,
  • Donald Geman,
  • Luigi Marchionni and
  • Nathan D. Price

30 December 2020

Cancer cells are adept at reprogramming energy metabolism, and the precise manifestation of this metabolic reprogramming exhibits heterogeneity across individuals (and from cell to cell). In this study, we analyzed the metabolic differences between i...

  • Protocol
  • Open Access
9 Citations
7,175 Views
14 Pages

EFMviz: A COBRA Toolbox Extension to Visualize Elementary Flux Modes in Genome-Scale Metabolic Models

  • Chaitra Sarathy,
  • Martina Kutmon,
  • Michael Lenz,
  • Michiel E. Adriaens,
  • Chris T. Evelo and
  • Ilja C.W. Arts

12 February 2020

Elementary Flux Modes (EFMs) are a tool for constraint-based modeling and metabolic network analysis. However, systematic and automated visualization of EFMs, capable of integrating various data types is still a challenge. In this study, we developed...

  • Article
  • Open Access
20 Citations
7,259 Views
14 Pages

Integrated in silico Analyses of Regulatory and Metabolic Networks of Synechococcus sp. PCC 7002 Reveal Relationships between Gene Centrality and Essentiality

  • Hyun-Seob Song,
  • Ryan S. McClure,
  • Hans C. Bernstein,
  • Christopher C. Overall,
  • Eric A. Hill and
  • Alexander S. Beliaev

27 March 2015

Cyanobacteria dynamically relay environmental inputs to intracellular adaptations through a coordinated adjustment of photosynthetic efficiency and carbon processing rates. The output of such adaptations is reflected through changes in transcriptiona...

  • Feature Paper
  • Article
  • Open Access
20 Citations
6,010 Views
14 Pages

5 June 2019

Hyaluronan (HA), a glycosaminoglycan with important medical applications, is commercially produced from pathogenic microbial sources. The metabolism of HA-producing recombinant generally regarded as safe (GRAS) systems needs to be more strategically...

  • Article
  • Open Access
12 Citations
5,368 Views
24 Pages

Simultaneous Integration of Gene Expression and Nutrient Availability for Studying the Metabolism of Hepatocellular Carcinoma Cell Lines

  • Ewelina Weglarz-Tomczak,
  • Thierry D. G. A. Mondeel,
  • Diewertje G. E. Piebes and
  • Hans V. Westerhoff

24 March 2021

How cancer cells utilize nutrients to support their growth and proliferation in complex nutritional systems is still an open question. However, it is certainly determined by both genetics and an environmental-specific context. The interactions betwee...

  • Article
  • Open Access
23 Citations
5,373 Views
14 Pages

21 August 2020

Cordyceps militaris is currently exploited for commercial production of specialty products as its biomass constituents are enriched in bioactive compounds, such as cordycepin. The rational process development is important for economically feasible pr...

  • Article
  • Open Access
1 Citations
1,688 Views
14 Pages

14 November 2024

Bacterial blight (BB) of rice caused by Xanthomonas oryzae pathovar oryzae (Xoo) is a serious global rice disease. Due to increasing bactericide resistance, developing new inhibitors is urgent. Drug repositioning offers a potential strategy to addres...

  • Review
  • Open Access
8 Citations
4,645 Views
25 Pages

Microbial Interactions in Food Fermentation: Interactions, Analysis Strategies, and Quality Enhancement

  • Wenjing Liu,
  • Yunxuan Tang,
  • Jiayan Zhang,
  • Juan Bai,
  • Ying Zhu,
  • Lin Zhu,
  • Yansheng Zhao,
  • Maria Daglia,
  • Xiang Xiao and
  • Yufeng He

17 July 2025

Food fermentation is driven by microbial interactions. This article reviews the types of microbial interactions during food fermentation, the research strategies employed, and their impacts on the quality of fermented foods. Microbial interactions pr...

  • Article
  • Open Access
10 Citations
49,503 Views
28 Pages

8 February 2020

The processes involved in cell growth are extremely complicated even for a single cell organism such as Escherichia coli, while the relationship between growth rate and cell size is simple. We aimed to reveal the systematic link between them from the...

  • Article
  • Open Access
279 Views
20 Pages

Co-Metabolic Network Reveals the Metabolic Mechanism of Host–Microbiota Interplay in Colorectal Cancer

  • Han-Wen Wang,
  • Wang Li,
  • Qi-Jun Ma,
  • Hong-Yu Zhang,
  • Yuan Quan and
  • Qiang Zhu

11 January 2026

Background: Colorectal cancer (CRC) is a malignancy that ranks among the top three in terms of both global mortality and incidence. Although numerous studies have demonstrated that gut microbes are implicated in CRC pathogenesis, the precise mechanis...

  • Article
  • Open Access
17 Citations
7,090 Views
26 Pages

Revealing the Molecular Mechanisms of Alzheimer’s Disease Based on Network Analysis

  • Abdulahad Bayraktar,
  • Simon Lam,
  • Ozlem Altay,
  • Xiangyu Li,
  • Meng Yuan,
  • Cheng Zhang,
  • Muhammad Arif,
  • Hasan Turkez,
  • Mathias Uhlén and
  • Adil Mardinoglu
  • + 1 author

26 October 2021

The complex pathology of Alzheimer’s disease (AD) emphasises the need for comprehensive modelling of the disease, which may lead to the development of efficient treatment strategies. To address this challenge, we analysed transcriptome data of post-m...

  • Review
  • Open Access
6 Citations
5,099 Views
29 Pages

Control Theory and Systems Biology: Potential Applications in Neurodegeneration and Search for Therapeutic Targets

  • Andrea Angarita-Rodríguez,
  • Yeimy González-Giraldo,
  • Juan J. Rubio-Mesa,
  • Andrés Felipe Aristizábal,
  • Andrés Pinzón and
  • Janneth González

27 December 2023

Control theory, a well-established discipline in engineering and mathematics, has found novel applications in systems biology. This interdisciplinary approach leverages the principles of feedback control and regulation to gain insights into the compl...

  • Article
  • Open Access
49 Citations
10,924 Views
14 Pages

Mind the Gap: Mapping Mass Spectral Databases in Genome-Scale Metabolic Networks Reveals Poorly Covered Areas

  • Clément Frainay,
  • Emma L. Schymanski,
  • Steffen Neumann,
  • Benjamin Merlet,
  • Reza M. Salek,
  • Fabien Jourdan and
  • Oscar Yanes

15 September 2018

The use of mass spectrometry-based metabolomics to study human, plant and microbial biochemistry and their interactions with the environment largely depends on the ability to annotate metabolite structures by matching mass spectral features of the me...

  • Article
  • Open Access
2 Citations
3,198 Views
17 Pages

22 June 2024

Despite the high variability in cancer biology, cancers nevertheless exhibit cohesive hallmarks across multiple cancer types, notably dysregulated metabolism. Metabolism plays a central role in cancer biology, and shifts in metabolic pathways have be...

  • Article
  • Open Access
20 Citations
5,714 Views
12 Pages

Hexanoic acid and its derivatives have been recently recognized as value-added materials and can be synthesized by several microbes. Of them, Megasphaera elsdenii has been considered as an interesting hexanoic acid producer because of its capability...

  • Article
  • Open Access
594 Views
26 Pages

Evaluation of Genome-Scale Model Reconstruction Strategies for Lentilactobacillus kefiri DH5 and Deciphering Its Metabolic Network

  • Maryam. A. Esembaeva,
  • Mikhail A. Kulyashov,
  • Tatiana S. Sokolova,
  • Ilya R. Akberdin and
  • Alexey E. Sazonov

26 November 2025

Background/Objectives: Genome-scale metabolic models (GSM) are key tools for predicting microbial physiology, yet species within the genus Lentilactobacillus remain largely unexplored. Lentilactobacillus kefiri DH5 is an obligately heterofermentative...

  • Article
  • Open Access
9 Citations
4,529 Views
13 Pages

Genome-Scale Metabolic Modelling Approach to Understand the Metabolism of the Opportunistic Human Pathogen Staphylococcus epidermidis RP62A

  • Teresa Díaz Calvo,
  • Noemi Tejera,
  • Iain McNamara,
  • Gemma C. Langridge,
  • John Wain,
  • Mark Poolman and
  • Dipali Singh

2 February 2022

Staphylococcus epidermidis is a common commensal of collagen-rich regions of the body, such as the skin, but also represents a threat to patients with medical implants (joints and heart), and to preterm babies. Far less studied than Staphylococcus au...

  • Review
  • Open Access
1 Citations
2,992 Views
25 Pages

Metabolic Objectives and Trade-Offs: Inference and Applications

  • Da-Wei Lin,
  • Saanjh Khattar and
  • Sriram Chandrasekaran

6 February 2025

Background/Objectives: Determining appropriate cellular objectives is crucial for the system-scale modeling of biological networks for metabolic engineering, cellular reprogramming, and drug discovery applications. The mathematical representation of...

  • Article
  • Open Access
1 Citations
2,800 Views
22 Pages

Integrating Genome-Scale Metabolic Models with Patient Plasma Metabolome to Study Endothelial Metabolism In Situ

  • Fernando Silva-Lance,
  • Isabel Montejano-Montelongo,
  • Eric Bautista,
  • Lars K. Nielsen,
  • Pär I. Johansson and
  • Igor Marin de Mas

Patient blood samples are invaluable in clinical omics databases, yet current methodologies often fail to fully uncover the molecular mechanisms driving patient pathology. While genome-scale metabolic models (GEMs) show promise in systems medicine by...

  • Article
  • Open Access
40 Citations
7,575 Views
16 Pages

TrpNet: Understanding Tryptophan Metabolism across Gut Microbiome

  • Yao Lu,
  • Jasmine Chong,
  • Shiqian Shen,
  • Joey-Bahige Chammas,
  • Lorraine Chalifour and
  • Jianguo Xia

23 December 2021

Crosstalk between the gut microbiome and the host plays an important role in animal development and health. Small compounds are key mediators in this host–gut microbiome dialogue. For instance, tryptophan metabolites, generated by biotransforma...

  • Article
  • Open Access
2 Citations
3,744 Views
22 Pages

In Silico Exploration of Mycobacterium tuberculosis Metabolic Networks Shows Host-Associated Convergent Fluxomic Phenotypes

  • Guillem Santamaria,
  • Paula Ruiz-Rodriguez,
  • Chantal Renau-Mínguez,
  • Francisco R. Pinto and
  • Mireia Coscollá

28 February 2022

Mycobacterium tuberculosis, the causative agent of tuberculosis, is composed of several lineages characterized by a genome identity higher than 99%. Although the majority of the lineages are associated with humans, at least four lineages are adapted...

  • Article
  • Open Access
6 Citations
3,176 Views
20 Pages

Genome-Scale Metabolic Modeling Reveals Sequential Dysregulation of Glutathione Metabolism in Livers from Patients with Alcoholic Hepatitis

  • Alexandra Manchel,
  • Radhakrishnan Mahadevan,
  • Ramon Bataller,
  • Jan B. Hoek and
  • Rajanikanth Vadigepalli

22 November 2022

Alcoholic hepatitis (AH) is the most severe form of alcoholic liver disease for which there is no efficacious treatment aiding most patients. AH manifests differently in individuals, with some patients showing debilitating symptoms more so than other...

  • Article
  • Open Access
2 Citations
3,111 Views
20 Pages

31 October 2020

The constantly and rapidly increasing amount of the biological data gained from many different high-throughput experiments opens up new possibilities for data- and model-driven inference. Yet, alongside, emerges a problem of risks related to data int...

  • Article
  • Open Access
4 Citations
3,349 Views
11 Pages

28 March 2020

Genome scale metabolic models (GSMs) are a representation of the current knowledge on the metabolism of a given organism or superorganism. They group metabolites, genes, enzymes and reactions together to form a mathematical model and representation t...

  • Article
  • Open Access
6 Citations
4,266 Views
18 Pages

High uric acid is associated with gout, hypertension, metabolic syndrome, cardiovascular disease, and kidney disease. URAT1 (SLC22A12), originally discovered in mice as Rst, is generally considered a very selective uric acid transporter compared to o...

  • Article
  • Open Access
4 Citations
2,175 Views
19 Pages

26 March 2024

This study investigates the impact of urea and β-GP on the growth of Streptococcus thermophilus S-3, a bacterium commonly used in industrial fermentation processes. Through a series of growth experiments, transcriptome, metabolome, and omics-bas...

  • Review
  • Open Access
15 Citations
7,943 Views
15 Pages

18 September 2015

Recent advances in 13C-Metabolic flux analysis (13C-MFA) have increased its capability to accurately resolve fluxes using a genome-scale model with narrow confidence intervals without pre-judging the activity or inactivity of alternate metabolic path...

  • Article
  • Open Access
19 Citations
7,135 Views
25 Pages

6 September 2017

In this article, we present a protocol for generating a complete (genome-scale) metabolic resource allocation model, as well as a proposal for how to represent such models in the systems biology markup language (SBML). Such models are used to investi...

  • Article
  • Open Access
6 Citations
2,888 Views
20 Pages

Inspecting the Solution Space of Genome-Scale Metabolic Models

  • Seyed Babak Loghmani,
  • Nadine Veith,
  • Sven Sahle,
  • Frank T. Bergmann,
  • Brett G. Olivier and
  • Ursula Kummer

5 January 2022

Genome-scale metabolic models are frequently used in computational biology. They offer an integrative view on the metabolic network of an organism without the need to know kinetic information in detail. However, the huge solution space which comes wi...

  • Article
  • Open Access
2 Citations
6,875 Views
16 Pages

Bayesian Integrative Modeling of Genome-Scale Metabolic and Regulatory Networks

  • Hanen Mhamdi,
  • Jérémie Bourdon,
  • Abdelhalim Larhlimi and
  • Mourad Elloumi

The integration of high-throughput data to build predictive computational models of cellular metabolism is a major challenge of systems biology. These models are needed to predict cellular responses to genetic and environmental perturbations. Typical...

  • Article
  • Open Access
2 Citations
3,187 Views
12 Pages

12 October 2021

Metabolic flexibility is the ability of an organism to adapt its energy source based on nutrient availability and energy requirements. In humans, this ability has been linked to cardio-metabolic health and healthy aging. Genome-scale metabolic models...

  • Article
  • Open Access
5 Citations
4,142 Views
24 Pages

Understanding FBA Solutions under Multiple Nutrient Limitations

  • Eunice van Pelt-KleinJan,
  • Daan H. de Groot and
  • Bas Teusink

21 April 2021

Genome-scale stoichiometric modeling methods, in particular Flux Balance Analysis (FBA) and variations thereof, are widely used to investigate cell metabolism and to optimize biotechnological processes. Given (1) a metabolic network, which can be rec...

  • Article
  • Open Access
13 Citations
7,669 Views
23 Pages

3 March 2015

Cell-free systems offer many advantages for the study, manipulation and modeling of metabolism compared to in vivo processes. Many of the challenges confronting genome-scale kinetic modeling can potentially be overcome in a cell-free system. For exam...

  • Article
  • Open Access
1 Citations
1,680 Views
16 Pages

Reconstruction of Metabolic–Protein Interaction Integrated Network of Eriocheir sinensis and Analysis of Ecdysone Synthesis

  • Tong Hao,
  • Zhentao Song,
  • Mingzhi Zhang,
  • Lingrui Zhang,
  • Jiarui Yang,
  • Jingjing Li and
  • Jinsheng Sun

26 March 2024

Integrated networks have become a new interest in genome-scale network research due to their ability to comprehensively reflect and analyze the molecular processes in cells. Currently, none of the integrated networks have been reported for higher org...

  • Article
  • Open Access
5 Citations
3,985 Views
9 Pages

MetAMDB: Metabolic Atom Mapping Database

  • Collin Starke and
  • Andre Wegner

27 January 2022

MetAMDB is an open-source metabolic atom mapping database, providing atom mappings for around 43,000 metabolic reactions. Each atom mapping can be inspected and downloaded either as an RXN file or as a graphic in SVG format. In addition, MetAMDB offe...

  • Article
  • Open Access
13 Citations
3,782 Views
9 Pages

Metabolic Pathway Analysis of Nitrogen and Phosphorus Uptake by the Consortium between C. vulgaris and P. aeruginosa

  • A. Suggey Guerra-Renteria,
  • M. Alberto García-Ramírez,
  • César Gómez-Hermosillo,
  • Abril Gómez-Guzmán,
  • Yolanda González-García and
  • Orfil González-Reynoso

Anthropogenic activities have increased the amount of urban wastewater discharged into natural aquatic reservoirs containing a high amount of nutrients such as phosphorus (Pi and PO 4 − 3 ), nitrogen (NH 3 and NO 3 −...

  • Review
  • Open Access
37 Citations
8,248 Views
18 Pages

12 September 2012

Inferring decreased or increased metabolic functions from transcript profiles is at first sight a bold and speculative attempt because of the functional layers in between: proteins, enzymatic activities, and reaction fluxes. However, the growing inte...

  • Article
  • Open Access
8 Citations
5,296 Views
26 Pages

Bruceine D Identified as a Drug Candidate against Breast Cancer by a Novel Drug Selection Pipeline and Cell Viability Assay

  • Claudia Cipriani,
  • Maria Pires Pacheco,
  • Ali Kishk,
  • Maryem Wachich,
  • Daniel Abankwa,
  • Elisabeth Schaffner-Reckinger and
  • Thomas Sauter

31 January 2022

The multi-target effects of natural products allow us to fight complex diseases like cancer on multiple fronts. Unlike docking techniques, network-based approaches such as genome-scale metabolic modelling can capture multi-target effects. However, th...

  • Article
  • Open Access
5 Citations
4,505 Views
14 Pages

Integrative Gene Expression and Metabolic Analysis Tool IgemRNA

  • Kristina Grausa,
  • Ivars Mozga,
  • Karlis Pleiko and
  • Agris Pentjuss

16 April 2022

Genome-scale metabolic modeling is widely used to study the impact of metabolism on the phenotype of different organisms. While substrate modeling reflects the potential distribution of carbon and other chemical elements within the model, the additio...

  • Review
  • Open Access
9 Citations
8,550 Views
12 Pages

2 March 2012

Metabolism is crucial to cell growth and proliferation. Deficiency or alterations in metabolic functions are known to be involved in many human diseases. Therefore, understanding the human metabolic system is important for the study and treatment of...

  • Article
  • Open Access
1 Citations
1,601 Views
20 Pages

Comparative Transcriptomic Responses Directed Towards Reporter Metabolic Routes of Mucor circinelloides WJ11 for Growth Adaptation and Lipid Overproduction

  • Fanyue Li,
  • Nang Myint Phyu Sin Htwe,
  • Preecha Patumcharoenpol,
  • Junhuan Yang,
  • Kobkul Laoteng,
  • Yuanda Song and
  • Wanwipa Vongsangnak

Research into the cellular metabolic adaptations of Mucor circinelloides has gained significant interest due to its capability for lipid production, which has critical industrial applications. To address the regulatory mechanisms at the systems level...

  • Article
  • Open Access
998 Views
18 Pages

hiPSCGEM01: A Genome-Scale Metabolic Model for Fibroblast-Derived Human iPSCs

  • Anna Procopio,
  • Elvira Immacolata Parrotta,
  • Stefania Scalise,
  • Paolo Zaffino,
  • Rita Granata,
  • Francesco Amato,
  • Giovanni Cuda and
  • Carlo Cosentino

Human induced pluripotent cells (hiPSCs), generated in vitro, represent a groundbreaking tool for tissue regeneration and repair. Understanding the metabolic intricacies governing hiPSCs is crucial for optimizing their performance across diverse envi...

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