Recent developments in parameter estimation and structure identification of biochemical and genomic systems

IC Chou, EO Voit - Mathematical biosciences, 2009 - Elsevier
The organization, regulation and dynamical responses of biological systems are in many
cases too complex to allow intuitive predictions and require the support of mathematical …

Formulation, construction and analysis of kinetic models of metabolism: A review of modelling frameworks

PA Saa, LK Nielsen - Biotechnology advances, 2017 - Elsevier
Kinetic models are critical to predict the dynamic behaviour of metabolic networks.
Mechanistic kinetic models for large networks remain uncommon due to the difficulty of fitting …

Biochemical systems theory: a review

EO Voit - International Scholarly Research Notices, 2013 - Wiley Online Library
Biochemical systems theory (BST) is the foundation for a set of analytical andmodeling tools
that facilitate the analysis of dynamic biological systems. This paper depicts major …

An iterative identification procedure for dynamic modeling of biochemical networks

E Balsa-Canto, AA Alonso, JR Banga - BMC systems biology, 2010 - Springer
Background Mathematical models provide abstract representations of the information
gained from experimental observations on the structure and function of a particular …

[HTML][HTML] Integration of transcriptomics data into agent-based models of solid tumor metastasis

J Retzlaff, X Lai, C Berking, J Vera - Computational and structural …, 2023 - Elsevier
Recent progress in our understanding of cancer mostly relies on the systematic profiling of
patient samples with high-throughput techniques like transcriptomics. With this approach …

Systems biology of JAK-STAT signalling in human malignancies

J Vera, K Rateitschak, F Lange, C Kossow… - Progress in biophysics …, 2011 - Elsevier
Originally implicated in the regulation of survival, proliferation and differentiation of
haematopoietic cells, the JAK-STAT pathway has also been linked to developmental …

[图书][B] Handbook of nanophysics: nanomedicine and nanorobotics

KD Sattler - 2010 - taylorfrancis.com
The tools of nanodiagnostics, nanotherapy, and nanorobotics are expected to revolutionize
the future of medicine, leading to presymptomatic diagnosis of disease, highly effective …

Parameter identifiability of power-law biochemical system models

S Srinath, R Gunawan - Journal of biotechnology, 2010 - Elsevier
Mathematical modeling has become an integral component in biotechnology, in which these
models are frequently used to design and optimize bioprocesses. Canonical models, like …

MicroRNA-Regulated Networks: The Perfect Storm for Classical Molecular Biology, the Ideal Scenario for Systems Biology

J Vera, X Lai, U Schmitz, O Wolkenhauer - MicroRNA Cancer Regulation …, 2013 - Springer
MicroRNAs (miRNAs) are involved in many regulatory pathways some of which are complex
networks enriched in regulatory motifs like positive or negative feedback loops or coherent …

Optimization of biochemical systems through mathematical programming: Methods and applications

J Vera, C González-Alcón, A Marín-Sanguino… - Computers & Operations …, 2010 - Elsevier
In this work we present a general (mono and multiobjective) optimization framework for the
technological improvement of biochemical systems. The starting point of the method is a …