Other Biochemistry, Biophysics, and Structural Biology Commons^™

Addressing Barriers In Comprehensiveness, Accessibility, Reusability, Interoperability And Reproducibility Of Computational Models In Systems Biology, Anna Niarakis, Dagmar Waltemath, James Glazier, Falk Schreiber, Sarah M. Keating, David Nickerson, Claudine Chaouiya, Anne Siegel, Vincent Noël, Henning Hermjakob, Tomáš Helikar, Sylvain Soliman, Laurence Calzone

Department of Biochemistry: Faculty Publications

Computational models are often employed in systems biology to study the dynamic behaviours of complex systems. With the rise in the number of computational models, finding ways to improve the reusability of these models and their ability to reproduce virtual experiments becomes critical. Correct and effective model annotation in community-supported and standardised formats is necessary for this improvement. Here,we present recent efforts toward a common framework for annotated, accessible, reproducible and interoperable computational models in biology, and discuss key challenges of the field.

Scientists from different systems biology fields have long been developing community-driven guidelines and best practices for annotation, …