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Deep Learning Technology: Sebastian Arnold, Betty van Aken, Paul Grundmann, Felix A. Gers and Alexander Löser. Learning Contextualized Document Representations for Healthcare Answer Retrieval. The Web Conference 2020 (WWW'20)
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Granulomatosis with polyangiitis is usually suspected only when a person has had unexplained symptoms for a long period of time. Determination of Anti-neutrophil cytoplasmic antibodies (ANCAs) can aid in the diagnosis, but positivity is not conclusive and negative ANCAs are not sufficient to reject the diagnosis. Cytoplasmic-staining ANCAs that react with the enzyme proteinase 3 (cANCA) in neutrophils (a type of white blood cell) are associated with GPA.
If the person has kidney failure or cutaneous vasculitis, a biopsy is obtained from the kidneys. On rare occasions, thoracoscopic lung biopsy is required. On histopathological examination, a biopsy will show "leukocytoclastic vasculitis" with necrotic changes and granulomatous inflammation (clumps of typically arranged white blood cells) on microscopy. These granulomas are the main reason for the name granulomatosis with polyangiitis, although it is not an essential feature. Nevertheless, necrotizing granulomas are a hallmark of this disease. However, many biopsies can be nonspecific and 50% provide too little information for the diagnosis of GPA.
In 1990, the American College of Rheumatology accepted classification criteria for GPA. These criteria were not intended for diagnosis, but for inclusion in randomized controlled trials. Two or more positive criteria have a sensitivity of 88.2% and a specificity of 92.0% of describing GPA.
- Nasal or oral inflammation:
- painful or painless oral ulcers "or"
- purulent or bloody nasal discharge
- Lungs: abnormal chest X-ray with:
- nodules,
- infiltrates "or"
- cavities
- Kidneys: urinary sediment with:
- microhematuria "or"
- red cell casts
- Biopsy: granulomatous inflammation
- within the arterial wall "or"
- in the perivascular area
According to the Chapel Hill Consensus Conference (CHCC) on the nomenclature of systemic vasculitis (1992), establishing the diagnosis of GPA demands:
- a granulomatous inflammation involving the respiratory tract, and
- a vasculitis of small to medium-size vessels.
Several investigators have compared the ACR and Chapel Hill criteria.