[HTML][HTML] Opportunities and challenges in building a spatiotemporal multi-scale model of the human pancreatic β cell

J Singla, KM McClary, KL White, F Alber, A Sali… - Cell, 2018 - cell.com
The construction of a predictive model of an entire eukaryotic cell that describes its dynamic
structure from atomic to cellular scales is a grand challenge at the intersection of biology …

The cell collective: toward an open and collaborative approach to systems biology

T Helikar, B Kowal, S McClenathan, M Bruckner… - BMC systems …, 2012 - Springer
Background Despite decades of new discoveries in biomedical research, the overwhelming
complexity of cells has been a significant barrier to a fundamental understanding of how …

Toward a comprehensive language for biological systems

JR Faeder - BMC biology, 2011 - Springer
Rule-based modeling has become a powerful approach for modeling intracellular networks,
which are characterized by rich molecular diversity. Truly comprehensive models of cell …

A blueprint for human whole-cell modeling

B Szigeti, YD Roth, JAP Sekar, AP Goldberg… - Current opinion in …, 2018 - Elsevier
Whole-cell dynamical models of human cells are a central goal of systems biology. Such
models could help researchers understand cell biology and help physicians treat disease …

Integrating cellular metabolism into a multiscale whole-body model

M Krauss, S Schaller, S Borchers… - PLoS computational …, 2012 - journals.plos.org
Cellular metabolism continuously processes an enormous range of external compounds into
endogenous metabolites and is as such a key element in human physiology. The …

Bayesian metamodeling of complex biological systems across varying representations

B Raveh, L Sun, KL White, T Sanyal… - Proceedings of the …, 2021 - National Acad Sciences
Comprehensive modeling of a whole cell requires an integration of vast amounts of
information on various aspects of the cell and its parts. To divide and conquer this task, we …

Whole-cell modeling and simulation: A brief survey

NG Bhat, S Balaji - New Generation Computing, 2020 - Springer
Gaining knowledge and engineering of biological systems require comprehensive models of
cellular physiology with 100% predictability. The whole-cell models direct experiments in …

Systems biophysics: multiscale biophysical modeling of organ systems

AD McCulloch - Biophysical journal, 2016 - cell.com
The reductionist movement of twentieth century biological science successfully used the
tools of biochemistry, molecular biology, and structural biology to provide us with an …

The Karyote® Physico-Chemical Genomic, Proteomic, Metabolic Cell Modeling System

P Ortoleva, E Berry, Y Brun, J Fan, M Fontus… - OMICS A Journal of …, 2003 - liebertpub.com
Modeling approaches to the dynamics of a living cell are presented that are strongly based
on its underlying physical and chemical processes and its hierarchical spatio-temporal …

DMPy: a Python package for automated mathematical model construction of large-scale metabolic systems

RW Smith, RP van Rosmalen… - BMC systems …, 2018 - Springer
Background Models of metabolism are often used in biotechnology and pharmaceutical
research to identify drug targets or increase the direct production of valuable compounds …