An introduction to the maximum entropy approach and its application to inference problems in biology
A De Martino, D De Martino - Heliyon, 2018 - cell.com
A cornerstone of statistical inference, the maximum entropy framework is being increasingly
applied to construct descriptive and predictive models of biological systems, especially …
applied to construct descriptive and predictive models of biological systems, especially …
[HTML][HTML] Heading in the right direction: thermodynamics-based network analysis and pathway engineering
M Ataman, V Hatzimanikatis - Current opinion in biotechnology, 2015 - Elsevier
Highlights•Reaction directionalities versus enzyme reversibility: role of thermodynamics.•
Assessment of methods for thermodynamics-based analysis of metabolic …
Assessment of methods for thermodynamics-based analysis of metabolic …
Metabolic resource allocation in individual microbes determines ecosystem interactions and spatial dynamics
WR Harcombe, WJ Riehl, I Dukovski, BR Granger… - Cell reports, 2014 - cell.com
The interspecies exchange of metabolites plays a key role in the spatiotemporal dynamics of
microbial communities. This raises the question of whether ecosystem-level behavior of …
microbial communities. This raises the question of whether ecosystem-level behavior of …
Energy metabolism and glutamate-glutamine cycle in the brain: a stoichiometric modeling perspective
Background The energetics of cerebral activity critically relies on the functional and
metabolic interactions between neurons and astrocytes. Important open questions include …
metabolic interactions between neurons and astrocytes. Important open questions include …
Counting and correcting thermodynamically infeasible flux cycles in genome-scale metabolic networks
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 …
along which the Gibbs energy decreases, implying that viable steady-state flux patterns …
An exact arithmetic toolbox for a consistent and reproducible structural analysis of metabolic network models
L Chindelevitch, J Trigg, A Regev, B Berger - Nature communications, 2014 - nature.com
Constraint-based models are currently the only methodology that allows the study of
metabolism at the whole-genome scale. Flux balance analysis is commonly used to analyse …
metabolism at the whole-genome scale. Flux balance analysis is commonly used to analyse …
An analytic approximation of the feasible space of metabolic networks
Assuming a steady-state condition within a cell, metabolic fluxes satisfy an underdetermined
linear system of stoichiometric equations. Characterizing the space of fluxes that satisfy such …
linear system of stoichiometric equations. Characterizing the space of fluxes that satisfy such …
A curated C. difficile strain 630 metabolic network: prediction of essential targets and inhibitors
M Larocque, T Chénard, R Najmanovich - BMC systems biology, 2014 - Springer
Background Clostridium difficile is the leading cause of hospital-borne infections occurring
when the natural intestinal flora is depleted following antibiotic treatment. Current treatments …
when the natural intestinal flora is depleted following antibiotic treatment. Current treatments …
Critical behavior of the model in complex topologies
MI Berganza, L Leuzzi - Physical Review B—Condensed Matter and Materials …, 2013 - APS
The critical behavior of the O (2) model on dilute Lévy graphs built on a two-dimensional
square lattice is analyzed. Different qualitative cases are probed, varying the exponent ρ …
square lattice is analyzed. Different qualitative cases are probed, varying the exponent ρ …
Removing both internal and unrealistic energy-generating cycles in flux balance analysis
E Noor - arXiv preprint arXiv:1803.04999, 2018 - arxiv.org
Constraint-based stoichiometric models are ubiquitous in metabolic research, with Flux
Balance Analysis (FBA) being the most widely used method to describe metabolic …
Balance Analysis (FBA) being the most widely used method to describe metabolic …