Literature DB >> 20206294

Towards an ontological representation of resistance: the case of MRSA.

Albert Goldfain1, Barry Smith, Lindsay G Cowell.   

Abstract

This paper addresses a family of issues surrounding the biological phenomenon of resistance and its representation in realist ontologies. The treatments of resistance terms in various existing ontologies are examined and found to be either overly narrow, internally inconsistent, or otherwise problematic. We propose a more coherent characterization of resistance in terms of what we shall call blocking dispositions, which are collections of mutually coordinated dispositions which are of such a sort that they cannot undergo simultaneous realization within a single bearer. A definition of 'protective resistance' is proposed for use in the Infectious Disease Ontology (IDO) and we show how this definition can be used to characterize the antibiotic resistance in Methicillin-Resistant Staphylococcus aureus (MRSA). The ontological relations between entities in our MRSA case study are used alongside a series of logical inference rules to illustrate logical reasoning about resistance. A description logic representation of blocking dispositions is also provided. We demonstrate that our characterization of resistance is sufficiently general to cover two other cases of resistance in the infectious disease domain involving HIV and malaria.
Copyright © 2010 Elsevier Inc. All rights reserved.

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Year:  2010        PMID: 20206294      PMCID: PMC2930208          DOI: 10.1016/j.jbi.2010.02.008

Source DB:  PubMed          Journal:  J Biomed Inform        ISSN: 1532-0464            Impact factor:   6.317


  6 in total

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2.  Negative findings in electronic health records and biomedical ontologies: a realist approach.

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Journal:  Int J Med Inform       Date:  2007-03-21       Impact factor: 4.046

Review 3.  Penicillin-binding protein-mediated resistance in pneumococci and staphylococci.

Authors:  H F Chambers
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4.  Structural basis for the beta lactam resistance of PBP2a from methicillin-resistant Staphylococcus aureus.

Authors:  Daniel Lim; Natalie C J Strynadka
Journal:  Nat Struct Biol       Date:  2002-11

Review 5.  Host genes and HIV: the role of the chemokine receptor gene CCR5 and its allele.

Authors:  J M McNicholl; D K Smith; S H Qari; T Hodge
Journal:  Emerg Infect Dis       Date:  1997 Jul-Sep       Impact factor: 6.883

6.  Toward an ontological treatment of disease and diagnosis.

Authors:  Richard H Scheuermann; Werner Ceusters; Barry Smith
Journal:  Summit Transl Bioinform       Date:  2009-03-01
  6 in total
  8 in total

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Journal:  Appl Ontol       Date:  2010-11-15       Impact factor: 1.115

2.  Combining expert knowledge and knowledge automatically acquired from electronic data sources for continued ontology evaluation and improvement.

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Journal:  J Biomed Inform       Date:  2015-07-23       Impact factor: 6.317

3.  Ontologies for clinical and translational research: Introduction.

Authors:  Barry Smith; Richard H Scheuermann
Journal:  J Biomed Inform       Date:  2011-01-15       Impact factor: 6.317

4.  Design and evaluation of a bacterial clinical infectious diseases ontology.

Authors:  Claire L Gordon; Stephanie Pouch; Lindsay G Cowell; Mary Regina Boland; Heather L Platt; Albert Goldfain; Chunhua Weng
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5.  Towards a Consistent and Scientifically Accurate Drug Ontology.

Authors:  William R Hogan; Josh Hanna; Eric Joseph; Mathias Brochhausen
Journal:  CEUR Workshop Proc       Date:  2013

Review 6.  Perspectives on next steps in classification of oro-facial pain - part 2: role of psychosocial factors.

Authors:  J Durham; K G Raphael; R Benoliel; W Ceusters; A Michelotti; R Ohrbach
Journal:  J Oral Rehabil       Date:  2015-08-08       Impact factor: 3.837

7.  The Infectious Disease Ontology in the age of COVID-19.

Authors:  Shane Babcock; John Beverley; Lindsay G Cowell; Barry Smith
Journal:  J Biomed Semantics       Date:  2021-07-18

8.  IDOMAL: the malaria ontology revisited.

Authors:  Pantelis Topalis; Elvira Mitraka; Vicky Dritsou; Emmanuel Dialynas; Christos Louis
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  8 in total

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