Systems medicine: evolution of systems biology from bench to bedside

RS Wang, BA Maron, J Loscalzo - … Reviews: Systems Biology …, 2015 - Wiley Online Library
High‐throughput experimental techniques for generating genomes, transcriptomes,
proteomes, metabolomes, and interactomes have provided unprecedented opportunities to …

[HTML][HTML] Next-generation genome-scale metabolic modeling through integration of regulatory mechanisms

CH Chung, DW Lin, A Eames, S Chandrasekaran - Metabolites, 2021 - mdpi.com
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 …

[HTML][HTML] Large-scale computational modelling of the M1 and M2 synovial macrophages in rheumatoid arthritis

N Zerrouk, R Alcraft, BA Hall, F Augé… - npj Systems Biology and …, 2024 - nature.com
Macrophages play an essential role in rheumatoid arthritis. Depending on their phenotype
(M1 or M2), they can play a role in the initiation or resolution of inflammation. The M1/M2 …

[HTML][HTML] Deciphering epithelial–mesenchymal transition regulatory networks in cancer through computational approaches

GA Burger, EHJ Danen, JB Beltman - Frontiers in oncology, 2017 - frontiersin.org
Epithelial–mesenchymal transition (EMT), the process by which epithelial cells can convert
into motile mesenchymal cells, plays an important role in development and wound healing …

Short-term acclimation of the photosynthetic electron transfer chain to changing light: a mathematical model

O Ebenhöh, G Fucile, G Finazzi… - … of the Royal …, 2014 - royalsocietypublishing.org
Photosynthetic eukaryotes house two photosystems with distinct light absorption spectra.
Natural fluctuations in light quality and quantity can lead to unbalanced or excess excitation …

In silico models in drug development: where we are

J Piñero, LI Furlong, F Sanz - Current Opinion in Pharmacology, 2018 - Elsevier
Highlights•A variety of computational methods and tools are used in QSP and QST. They
show different degrees of maturity.•PBPK models are well established and applied in a wide …

Signaling hypergraphs

A Ritz, AN Tegge, H Kim, CL Poirel, TM Murali - Trends in biotechnology, 2014 - cell.com
Signaling pathways function as the information-passing mechanisms of cells. A number of
databases with extensive manual curation represent the current knowledge base for …

Understanding the mTOR signaling pathway via mathematical modeling

N Sulaimanov, M Klose, H Busch… - … : Systems Biology and …, 2017 - Wiley Online Library
The mechanistic target of rapamycin (mTOR) is a central regulatory pathway that integrates
a variety of environmental cues to control cellular growth and homeostasis by intricate …

[HTML][HTML] Data-and knowledge-based modeling of gene regulatory networks: an update

J Linde, S Schulze, SG Henkel, R Guthke - EXCLI journal, 2015 - ncbi.nlm.nih.gov
Gene regulatory network inference is a systems biology approach which predicts
interactions between genes with the help of high-throughput data. In this review, we present …

[HTML][HTML] A Mechanistic Computational Model Reveals That Plasticity of CD4+ T Cell Differentiation Is a Function of Cytokine Composition and Dosage

BL Puniya, RG Todd, A Mohammed, DM Brown… - Frontiers in …, 2018 - frontiersin.org
CD4+ T cells provide cell-mediated immunity in response to various antigens. During an
immune response, naïve CD4+ T cells differentiate into specialized effector T helper (Th1 …