Construction of a Computable Network Model for DNA Damage, Autophagy, Cell Death, and Senescence

Author:

Gebel Stephan1,Lichtner Rosemarie B.1,Frushour Brian2,Schlage Walter K.1,Hoang Vy2,Talikka Marja3,Hengstermann Arnd1,Mathis Carole3,Veljkovic Emilija3,Peck Michael3,Peitsch Manuel C.3,Deehan Renee2,Hoeng Julia3,Westra Jurjen W.2

Affiliation:

1. Philip Morris International R&D, Philip Morris Research Laboratories GmbH, Koeln, Germany.

2. Selventa, One Alewife Center, Cambridge, MA, USA.

3. Philip Morris International R&D, Philip Morris Products S.A., Neuchâtel, Switzerland.

Abstract

Towards the development of a systems biology-based risk assessment approach for environmental toxicants, including tobacco products in a systems toxicology setting such as the “21st Century Toxicology”, we are building a series of computable biological network models specific to non-diseased pulmonary and cardiovascular cells/tissues which capture the molecular events that can be activated following exposure to environmental toxicants. Here we extend on previous work and report on the construction and evaluation of a mechanistic network model focused on DNA damage response and the four main cellular fates induced by stress: autophagy, apoptosis, necroptosis, and senescence. In total, the network consists of 34 sub-models containing 1052 unique nodes and 1538 unique edges which are supported by 1231 PubMed-referenced literature citations. Causal node-edge relationships are described using the Biological Expression Language (BEL), which allows for the semantic representation of life science relationships in a computable format. The Network is provided in .XGMML format and can be viewed using freely available network visualization software, such as Cytoscape.

Publisher

SAGE Publications

Subject

Applied Mathematics,Computational Mathematics,Computer Science Applications,Molecular Biology,Biochemistry

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