SBML Level 3: an extensible format for the exchange and reuse of biological models

SM Keating, D Waltemath, M König, F Zhang… - Molecular systems …, 2020 - embopress.org
Abstract Systems biology has experienced dramatic growth in the number, size, and
complexity of computational models. To reproduce simulation results and reuse models …

Reverse engineering and identification in systems biology: strategies, perspectives and challenges

AF Villaverde, JR Banga - Journal of the Royal Society …, 2014 - royalsocietypublishing.org
The interplay of mathematical modelling with experiments is one of the central elements in
systems biology. The aim of reverse engineering is to infer, analyse and understand …

Genome‐scale models of metabolism and gene expression extend and refine growth phenotype prediction

EJ O'brien, JA Lerman, RL Chang… - Molecular systems …, 2013 - embopress.org
Growth is a fundamental process of life. Growth requirements are well‐characterized
experimentally for many microbes; however, we lack a unified model for cellular growth …

[HTML][HTML] Systematic evaluation of methods for integration of transcriptomic data into constraint-based models of metabolism

D Machado, M Herrgård - PLoS computational biology, 2014 - journals.plos.org
Constraint-based models of metabolism are a widely used framework for predicting flux
distributions in genome-scale biochemical networks. The number of published methods for …

Morpheus: a user-friendly modeling environment for multiscale and multicellular systems biology

J Starruß, W De Back, L Brusch, A Deutsch - Bioinformatics, 2014 - academic.oup.com
Morpheus is a modeling environment for the simulation and integration of cell-based models
with ordinary differential equations and reaction-diffusion systems. It allows rapid …

[HTML][HTML] Combined mechanistic modeling and machine-learning approaches in systems biology–A systematic literature review

A Procopio, G Cesarelli, L Donisi, A Merola… - Computer methods and …, 2023 - Elsevier
Background and objective Mechanistic-based Model simulations (MM) are an effective
approach commonly employed, for research and learning purposes, to better investigate …

[HTML][HTML] Monitoring and modelling the dynamics of the cellular glycolysis pathway: A review and future perspectives

N Patil, O Howe, P Cahill, HJ Byrne - Molecular metabolism, 2022 - Elsevier
Background The dynamics of the cellular glycolysis pathway underpin cellular function and
dysfunction, and therefore ultimately health, disease, diagnostic and therapeutic strategies …

Modelling the molecular mechanisms of aging

MT Mc Auley, AM Guimera, D Hodgson… - Bioscience …, 2017 - portlandpress.com
The aging process is driven at the cellular level by random molecular damage that slowly
accumulates with age. Although cells possess mechanisms to repair or remove damage …

Modernizing the Bradford Hill criteria for assessing causal relationships in observational data

LA Cox Jr - Critical reviews in toxicology, 2018 - Taylor & Francis
Perhaps no other topic in risk analysis is more difficult, more controversial, or more important
to risk management policy analysts and decision-makers than how to draw valid, correctly …

[HTML][HTML] Multiscale regulation of the intervertebral disc: achievements in experimental, in silico, and regenerative research

L Baumgartner, K Wuertz-Kozak, CL Le Maitre… - International Journal of …, 2021 - mdpi.com
Intervertebral disc (IVD) degeneration is a major risk factor of low back pain. It is defined by a
progressive loss of the IVD structure and functionality, leading to severe impairments with …