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CREAL: A language for describing biological systems from a macro to a molecular scale

Authors :
Alex F. Chen
Aida Sarcon
Rebecca Neumann
Nabhojit Banerjee
Erick Lu
Steven A. Garan
Julian Zhu
Sam Gunther
George A. Brooks
W. Freitag
Anensshiya Govinthasamy
Hashroop K. Gurm
Ben C. Zheng
Source :
The FASEB Journal. 26
Publication Year :
2012
Publisher :
Wiley, 2012.

Abstract

A language that can describe biological systems from a macro to a molecular scale can play an important role in better understanding the mechanisms that drive the aging process and other biological processes. The Center for Research and Education in Aging Language (CREAL), was developed to allow biologists and Artificial Intelligence (AI) systems to augment a Knowledge Base (KB) that can be used as a data source by a massively paralleled simulation engine to describe complex systems. CREAL uses Java Script Object Notation (JSON) as its template to create nodes of information that can interact with other nodes within the simulation. The language can describe systems of transportation and location as well as properties, actions, and conditions of biological components and processes. A simulation using a KB with CREAL nodes can reveal many relationships between processes when using Dijkstra's shortest path algorithm, and with the aid of tools such as Hidden Markov Models (HMM) could suggest possible linkages...

Details

ISSN :
15306860 and 08926638
Volume :
26
Database :
OpenAIRE
Journal :
The FASEB Journal
Accession number :
edsair.doi...........214df470fa3799f089ac88fb04b9088b