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TOWARDS AN ADVERSE EVENT
REPORTING ONTOLOGY
PCIRN ANNUAL GENERAL MEETING
APRIL 20-21 2011
OTTAWA, ON




             Mélanie Courtot and Ryan Brinkman on behalf of the
                          PCIRN IT support group
Current problem
  No standard reporting system for adverse events
   (AE)
  PCIRN: Medical Dictionary of Regulatory Activities
   (MedDRA)
       No definitions
       No unambiguous meaning of terms

    Loss of information, low data quality
How to solve it
    Use of standard definitions for AE reporting
       Ensuring that adverse events following immunization
        (AEFIs) are reported in accordance to the selected
        guideline
       Specification of signs and symptoms defining each AEFI

  Computer tractable
  Implemented in reporting systems
Help confirm reported diagnostic
                    Suggests missing
                     information to reach
                     unambiguous case
                     determination
                    For example, check
                     skin color to distinguish
                     seizure from
                     Hypotonic-
                     Hyporesponsive
                     Episode (HHE)
Enables complex data querying
    “which of my patients have an AEFI involving part
     of the nervous system?”
Use of standards definitions
    Brighton collaboration
       Adopted  by PHAC
       300 participants from patient care, public health, scientific,
        pharmaceutical, regulatory and professional organizations
                                                     Bonhoeffer et al. Vaccine, 2002.

       Good   applicability, sensitivity, and specificity
                                                           Kohl et al. Vaccine, 2007.

       Performs   well against other standards
                                         Erlewyn-Lajeunesse et al. Drug safety, 2010.

       Used   within PCIRN
                      Gagnon et al., Journal of allergy and clinical immunology, 2010.
Brighton publication - seizure
Brighton case definition - seizure
Computer tractable
  Domain is modeled using an ontology.
  Each entity is defined textually

       Human   readable definition, label
    Each entity is defined logically
       Relations   to other entities
    Web Ontology Language (OWL) allows processing
     by computer
Enables complex data querying
    Computer can infer link such as “Encephalitis unfolds
     in the Nervous system”
Implementation in reporting systems
    Assist in confirming a reported clinical entity (e.g.,
     seizure) at up to three levels of diagnostic certainty
       Checklist   at data entry time
  Report on missing elements to confirm the event with
   some degree of certainty
  Allow interoperability and querying on reports
Perspectives
    Early stage work
       Ontological
                  issues to solve
       Add more AEFIs

  Collaboration with Brighton
  Discussion with Dacima to implement into their

   Electronic Data Capture system (Daciforms)
Acknowledgements
  PHAC/CIHR Influenza Research Network (PCIRN)
  IT support group: Jean-Paul Collet, Victor Espinosa,

   Kim Marty, Lesley Sturrock, Nataliya Yuskiv, Evelyn
   Chan
  PCIRN scholarship
Adverse event workshop
  July 26th 2011, Buffalo, USA
  Co-located with International Conference on

   Biomedical Ontologies
  http://purl.org/net/aeicbo2011
Sources
    The development of standardized case definitions and guidelines for
     adverse events following immunization. Kohl et al. Vaccine, Volume
     25, Issue 31, 1 August 2007, Pages 5671-5674
    The Brighton Collaboration: addressing the need for standardized
     case definitions of adverse events following immunization (AEFI)
     Bonhoeffer et al., Vaccine
     Volume 21, Issues 3-4, 13 December 2002, Pages 298-302
    Diagnostic Utility of Two Case Definitions for Anaphylaxis: A
     Comparison Using a Retrospective Case Notes Analysis in the UK.
     Erlewyn-Lajeunesse et al., Drug Safety, 2010 Jan 1; Vol. 33 (1), pp.
     57-64.
    Safe vaccination of patients with egg allergy with an adjuvanted
     pandemic H1N1 vaccine. Gagnon et al., Journal of allergy and
     clinical immunology, 2010; Vol. 126, pp 317.

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Towards an adverse event reporting ontology

  • 1. TOWARDS AN ADVERSE EVENT REPORTING ONTOLOGY PCIRN ANNUAL GENERAL MEETING APRIL 20-21 2011 OTTAWA, ON Mélanie Courtot and Ryan Brinkman on behalf of the PCIRN IT support group
  • 2. Current problem   No standard reporting system for adverse events (AE)   PCIRN: Medical Dictionary of Regulatory Activities (MedDRA)   No definitions   No unambiguous meaning of terms   Loss of information, low data quality
  • 3. How to solve it   Use of standard definitions for AE reporting   Ensuring that adverse events following immunization (AEFIs) are reported in accordance to the selected guideline   Specification of signs and symptoms defining each AEFI   Computer tractable   Implemented in reporting systems
  • 4. Help confirm reported diagnostic   Suggests missing information to reach unambiguous case determination   For example, check skin color to distinguish seizure from Hypotonic- Hyporesponsive Episode (HHE)
  • 5. Enables complex data querying   “which of my patients have an AEFI involving part of the nervous system?”
  • 6. Use of standards definitions   Brighton collaboration   Adopted by PHAC   300 participants from patient care, public health, scientific, pharmaceutical, regulatory and professional organizations Bonhoeffer et al. Vaccine, 2002.   Good applicability, sensitivity, and specificity Kohl et al. Vaccine, 2007.   Performs well against other standards Erlewyn-Lajeunesse et al. Drug safety, 2010.   Used within PCIRN Gagnon et al., Journal of allergy and clinical immunology, 2010.
  • 9. Computer tractable   Domain is modeled using an ontology.   Each entity is defined textually   Human readable definition, label   Each entity is defined logically   Relations to other entities   Web Ontology Language (OWL) allows processing by computer
  • 10. Enables complex data querying   Computer can infer link such as “Encephalitis unfolds in the Nervous system”
  • 11. Implementation in reporting systems   Assist in confirming a reported clinical entity (e.g., seizure) at up to three levels of diagnostic certainty   Checklist at data entry time   Report on missing elements to confirm the event with some degree of certainty   Allow interoperability and querying on reports
  • 12. Perspectives   Early stage work   Ontological issues to solve   Add more AEFIs   Collaboration with Brighton   Discussion with Dacima to implement into their Electronic Data Capture system (Daciforms)
  • 13. Acknowledgements   PHAC/CIHR Influenza Research Network (PCIRN)   IT support group: Jean-Paul Collet, Victor Espinosa, Kim Marty, Lesley Sturrock, Nataliya Yuskiv, Evelyn Chan   PCIRN scholarship
  • 14. Adverse event workshop   July 26th 2011, Buffalo, USA   Co-located with International Conference on Biomedical Ontologies   http://purl.org/net/aeicbo2011
  • 15. Sources   The development of standardized case definitions and guidelines for adverse events following immunization. Kohl et al. Vaccine, Volume 25, Issue 31, 1 August 2007, Pages 5671-5674   The Brighton Collaboration: addressing the need for standardized case definitions of adverse events following immunization (AEFI) Bonhoeffer et al., Vaccine Volume 21, Issues 3-4, 13 December 2002, Pages 298-302   Diagnostic Utility of Two Case Definitions for Anaphylaxis: A Comparison Using a Retrospective Case Notes Analysis in the UK. Erlewyn-Lajeunesse et al., Drug Safety, 2010 Jan 1; Vol. 33 (1), pp. 57-64.   Safe vaccination of patients with egg allergy with an adjuvanted pandemic H1N1 vaccine. Gagnon et al., Journal of allergy and clinical immunology, 2010; Vol. 126, pp 317.