ANA (≥1:320 titer) — Systemic Lupus Erythematosus

Test Characteristics

Metric Value
False-negative rate 2% (sensitivity 98%)
False-positive rate 5% (specificity 95%)
Bayes factor (positive test) 20×
Bayes factor (negative test) 1/50×
Base rate 0.1% in the general adult population

Interpreting Results

Scenario Prior + Result − Result
Unselected patient 0.1% 20 × 0.1% = 2%0.1%× 202% 1/50 × 0.1% ≈ 0%
Young woman: malar rash, arthralgias, photosensitivity 5% 20 × 5% ≥ 100%5%× 20100% 1/50 × 5% = 0.1%5%÷ 500.1%

20 × 5% ≥ 100%5%× 20100%: exact posterior is 51%. High titer is a much stronger positive signal than 1:80. Multiple autoantibodies (≥3 positive: ~50×) are even more informative. The negative Bayes factor (1/50×) is extraordinary — a negative ANA essentially rules out SLE.

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