AI Article Synopsis

  • Biology is advancing by integrating quantitative modeling with biological data, using models created by experts in math, physics, and computer science to clarify biological concepts.
  • A new approach is proposed to create concepts for an ontology based on models, focusing on the interactions between cells and molecules, which helps reduce confusion among professionals from different fields.
  • This initiative aims to connect molecule ontology with cell ontology in the established IMGT-ONTOLOGY, highlighting the growing need for coherent frameworks across various biological levels as modeling becomes more prevalent in biology and medicine.

Article Abstract

Background: Biology is moving fast toward the virtuous circle of other disciplines: from data to quantitative modeling and back to data. Models are usually developed by mathematicians, physicists, and computer scientists to translate qualitative or semi-quantitative biological knowledge into a quantitative approach. To eliminate semantic confusion between biology and other disciplines, it is necessary to have a list of the most important and frequently used concepts coherently defined.

Results: We propose a novel paradigm for generating new concepts for an ontology, starting from model rather than developing a database. We apply that approach to generate concepts for cell and molecule interaction starting from an agent based model. This effort provides a solid infrastructure that is useful to overcome the semantic ambiguities that arise between biologists and mathematicians, physicists, and computer scientists, when they interact in a multidisciplinary field.

Conclusions: This effort represents the first attempt at linking molecule ontology with cell ontology, in IMGT-ONTOLOGY, the well established ontology in immunogenetics and immunoinformatics, and a paradigm for life science biology. With the increasing use of models in biology and medicine, the need to link different levels, from molecules to cells to tissues and organs, is increasingly important.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2834662PMC
http://dx.doi.org/10.1186/1745-7580-6-1DOI Listing

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