Towards an ontological representation of resistance: The case of MRSA

被引:12
|
作者
Goldfain, Albert [1 ]
Smith, Barry [2 ]
Cowell, Lindsay G. [3 ]
机构
[1] Syracuse Univ, Ctr Sci & Technol, Syracuse, NY 13244 USA
[2] SUNY Buffalo, Buffalo, NY 14260 USA
[3] Duke Univ, Med Ctr, Durham, NC USA
基金
美国国家卫生研究院;
关键词
Infectious Disease Ontology; Basic Formal Ontology; MRSA;
D O I
10.1016/j.jbi.2010.02.008
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
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. (C) 2010 Elsevier Inc. All rights reserved.
引用
收藏
页码:35 / 41
页数:7
相关论文
共 50 条
  • [1] Towards an Ontological Representation of Services in Search Computing
    Suchanek, Fabian
    Bozzon, Alessandro
    Della Valle, Emanuele
    Campi, Alessandro
    Ronchi, Stefania
    [J]. SEARCH COMPUTING: TRENDS AND DEVELOPMENTS, 2011, 6585 : 101 - +
  • [2] Towards an Ontological Model for Technological Systems Structure Representation
    Reyes-Alvarez, Liudmila
    Fernandez, Jaime
    Rodriguez-Muniz, Luis J.
    Diaz, Irene
    [J]. INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS, 2017, 25 : 37 - 55
  • [3] Towards an ontological representation of morbidity and mortality in Description Logics
    Santana F.
    Freitas F.
    Fernandes R.
    Medeiros Z.
    Schober D.
    [J]. Journal of Biomedical Semantics, 3 (Suppl 2)
  • [4] Towards a catalogue of biodiversity databases: An ontological case study
    Blair, Jarrett
    Gwiazdowski, Rodger
    Borrelli, Andrew
    Hotchkiss, Michelle
    Park, Candace
    Perrett, Gleannan
    Hanner, Robert
    [J]. BIODIVERSITY DATA JOURNAL, 2020, 8
  • [6] ONTOLOGICAL CONCEPTUALIZATION OF COMBAT REPRESENTATION
    Rheault, Sylvain
    [J]. VOIX PLURIELLES, 2009, 6 (01):
  • [7] TOWARDS ONTOLOGICAL NIHILISM
    OLEARYHAWTHORNE, J
    CORTENS, A
    [J]. PHILOSOPHICAL STUDIES, 1995, 79 (02) : 143 - 165
  • [8] Ontological Representation of Academic Programs
    Hackelbusch, Richard
    [J]. INTERNATIONAL JOURNAL OF EMERGING TECHNOLOGIES IN LEARNING, 2006, 1 (03):
  • [9] Ontological Representation of Audio Features
    Allik, Alo
    Fazekas, Gyorgy
    Sandler, Mark
    [J]. SEMANTIC WEB - ISWC 2016, PT II, 2016, 9982 : 3 - 11
  • [10] ONTOLOGICAL ASSUMPTIONS IN KNOWLEDGE REPRESENTATION
    HIRST, G
    [J]. PROCEEDINGS OF THE FIRST CONFERENCE ON PRINCIPLES OF KNOWLEDGE REPRESENTATION AND REASONING, 1989, : 157 - 169