Bridging scales through multiscale modeling: a case study on protein kinase A

BW Boras, SP Hirakis, LW Votapka… - Frontiers in …, 2015 - frontiersin.org
The goal of multiscale modeling in biology is to use structurally based physico-chemical
models to integrate across temporal and spatial scales of biology and thereby improve …

Structural systems biology and multiscale signaling models

SE Telesco, R Radhakrishnan - Annals of biomedical engineering, 2012 - Springer
We review current advances in experimental as well as computational modeling and
simulation approaches to structural systems biology, whose overall aim is to build …

Tyrosine kinases: complex molecular systems challenging computational methodologies

T Thomas, B Roux - The European Physical Journal B, 2021 - Springer
Classical molecular dynamics (MD) simulations based on atomic models play an
increasingly important role in a wide range of applications in physics, biology, and …

Multi-scale modeling in biology: how to bridge the gaps between scales?

Z Qu, A Garfinkel, JN Weiss, M Nivala - Progress in biophysics and …, 2011 - Elsevier
Human physiological functions are regulated across many orders of magnitude in space and
time. Integrating the information and dynamics from one scale to another is critical for the …

Global transitions of proteins explored by a multiscale hybrid methodology: application to adenylate kinase

M Gur, JD Madura, I Bahar - Biophysical journal, 2013 - cell.com
Efficient and accurate mapping of transition pathways is a challenging problem in allosteric
proteins. We propose here a to our knowledge new methodology called collective molecular …

Quantitative Systems Pharmacology models as a key to translational medicine

B Schoeberl - Current Opinion in Systems Biology, 2019 - Elsevier
Recent advances in experimentation and computation have allowed us to build multiscale
models of unprecedented scale. Quantitative Systems Pharmacology (QSP) models are …

Multiscale models of cell signaling

SS Bajikar, KA Janes - Annals of biomedical engineering, 2012 - Springer
Computational models of signal transduction face challenges of scale below the resolution
of a single cell. Here, we organize these challenges around three key interfaces for …

Multiscale methods in drug design bridge chemical and biological complexity in the search for cures

RE Amaro, AJ Mulholland - Nature Reviews Chemistry, 2018 - nature.com
Drug action is inherently multiscale: it connects molecular interactions to emergent
properties at cellular and larger scales. Simulation techniques at each of these different …

Parallelization and high-performance computing enables automated statistical inference of multi-scale models

N Jagiella, D Rickert, FJ Theis, J Hasenauer - Cell systems, 2017 - cell.com
Mechanistic understanding of multi-scale biological processes, such as cell proliferation in a
changing biological tissue, is readily facilitated by computational models. While tools exist to …

Allostery through the computational microscope: cAMP activation of a canonical signalling domain

RD Malmstrom, AP Kornev, SS Taylor… - Nature …, 2015 - nature.com
Ligand-induced protein allostery plays a central role in modulating cellular signalling
pathways. Here using the conserved cyclic nucleotide-binding domain of protein kinase A's …