IDO-Staph: An IDO Extension for Staph aureus Infectious Disease Albert Goldfain, Barry Smith, Lindsay G. Cowell Immunology Ontologies and Their Applications.

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Presentation transcript:

IDO-Staph: An IDO Extension for Staph aureus Infectious Disease Albert Goldfain, Barry Smith, Lindsay G. Cowell Immunology Ontologies and Their Applications in Processing Clinical Data Workshop June 11, 2012

Outline I.Introduction: IDO-Staph II.Staphylococcus aureus (Sa) Organism III.Sa Parts and Products (Toxins) IV.Sa Infectious Disorders V.Sa Diseases by Anatomical Site VI.Sa Syndromes

IDO-Staph: Introduction Scope – Entities specific to Staphylococcus aureus (Sa) infectious diseases at multiple granularities – Biological and clinical terms describing host-Sa interactions An IDO extension ontology – Extends IDO-Core, OGMS – BFO as an upper ontology – Built on OBO Foundry principles Applications – Duke Staph aureus Bacteremia Group case report data annotation – Lattice of infectious diseases

Development Status Status: OWL-DL implementation underway Google Code Page: Currently using BFO 1.1, BFO+RO 2.0 Ready URI scheme:

Position in the IDO Lattice OBO Foundry IDO Core IDO-Staph IDO-MRSa IDO Bacteria Core Reference Extension Application

Staphylococcus aureus Phenotypic Characteristics Gram-positive bacteria Cluster-forming, spherical cells (-coccus) Golden yellow-pigmented colony on agar (aureus) Catalase positive, oxidase negative, coagulase positive Normal flora in humans: nasal passages, skin, and mucus membranes. Pathogenic to humans

Sa in IDO-Staph Imported from NCBI Taxonomy Necessary Conditions – ncbit:bacteria – has_disposition SOME (realized_by SOME go:‘aerobic respiration’) – has_disposition SOME (realized_by SOME go:fermentation) – has_part SOME go:‘gram-positive-bacterium-type cell wall’ – has_part SOME (has_disposition SOME go:‘catalase activity’)

Sa Organism: Parts and Products Molecular Entities: Toxins, Invasins, Adhesins from Shetty, Tang, and Andrews, 2009

Toxins in IDO bfo:‘material entity’ – chebi:‘molecular entity’ ido:toxin – ido:cytotoxin – ido:endotoxin – ido:exotoxin » ido:enterotoxin – ido:neurotoxin

Toxins in IDO Staph ido:cytotoxin – leukocidin Panton-Valentine leukocidin (PVL) – leukotoxin ido:exotoxin – Alpha toxin (alpha-hemolysin) – Beta toxin (phospholipase C, beta-lysin) – Delta toxin (delta-hemolysin) – Exfoliatin (Staphylococcal exfoliative toxin) – Toxic-shock syndrome toxin (TSST-1) ido:enterotoxin – Staphylococcal enterotoxin B (SEB)

Inferred Hierarchy ido:‘invasion factor’ (has_disposition SOME invasion disposition) – PVL – Coagulase – Leukotoxin – Staphylokinase Adhesion factors and virulence factors inferred the same way.

Sa Infectious Disorders Infection~ A part of an extended organism that has as part a population of infectious agents. Sa Infection: An infection that has as part organisms of the species Sa. Sa bacteremia: A bacteremia that has as part organisms of the species Sa. Infectious Disorder: An infection that is clinically abnormal. Sa Infectious Disorder: A Staphylococcus aureus infection that is clinically abnormal.

Source:

Sa Diseases: Asserted Hierarchy Primary classification of staphylococcal diseases – These are first and foremost infectious diseases Use DOIDs for disease terms Assert ido:‘infectious disease’ as a parent term for these diseases

Sa Diseases: Inferred Hierarchy Secondary classification as Sa Infectious Diseases

Staphylococcal Pneumonia A bacterial pneumonia whose material basis is a Staphylococcus aureus infectious disorder in the lungs. Staphylococcal pneumonia is realized by a disease course that includes inflammation of the lungs.

Example: Staphylococcal Pneumonia doid:‘bacterial pneumonia’ has_material_basis SOME (‘Sa infectious disorder’ AND (located_in SOME (part_of SOME fma:‘lung’)) realized_by SOME (has_part SOME ogms: ‘inflammation process’)) Inferred: Staphylococcal pneumonia is a Sa Infectious Disease Similarly for Sa Infective endocarditis, Sa osteomyelitis, etc.

Modeling Issue: Sa Infectious Disease or Complication of Sa Infectious Disease Realization of a predisposition conferred by Staph aureus – Predisposition to Pneumonia – Inflammed part of lung as material basis / underlying disorder Staph aureus as the material basis – Going back in the causal chain

Staphylococcal Toxic Shock Syndrome TSS (syndrome), caused by several bacteria TSS co-occuring signs and symptoms: – Body temperature > 38.9 °C – Systolic blood pressure < 90 mmHg – Diffuse rash, intense erythroderma, blanching with subsequent desquamation, especially of the palms and soles – Involvement of three or more organ systems Sa TSS: Could be classified as a disease with a known cause (TSST-1 in Sa)

Staphylococcal Scalded Skin Syndrome Signs: Widespread formation of fluid filled blisters that are thin walled and easily ruptured. Sa SSS: Like TSS, there is a known cause, (exfoliatin in Sa), so could be classified as a disease.

Conclusions IDO-Staph is an extension covering Staphylococcus aureus infectious diseases Utilizes many terms from IDO-Core and the rest of the OBO Foundry Friday Talk: – Sa Genotypic Information – Drug Resistance – Annotating Sa Clinical Data

THANKS!