title: A statistical method was used for the meta-analysis of tests for latent TB in the absence of a gold standard, combining random-effect and latent-class methods to estimate test accuracy.
abstract: OBJECTIVE
  Because of the lack of a gold standard, the diagnostic performance of tests for the detection of latent tuberculosis infection (LTBI) is not known. However, statistical methods can be used to estimate the accuracy from the studies reporting the concordance among the tests.
  
  
  METHODS
  We developed a random-effect latent-class model to estimate performance characteristics of three LTBI diagnostic tests: tuberculin skin test (TST, at 10-mm cutoff), QuantiFERON-TB gold (QFG), and TSPOT-TB from the studies evaluating agreement among the tests.
  
  
  RESULTS
  Nineteen studies were included. QFG had a sensitivity of 0.642 (95% confidence interval [CI]: 0.593-0.691) and specificity of 0.996 (95% CI: 0.989-1.000), TSPOT-TB had a sensitivity of 0.500 (95% CI: 0.334-0.666) and specificity of 0.906 (95% CI: 0.882-0.929), and TST had a sensitivity of 0.709 (95% CI: 0.658-0.761) and specificity of 0.683 (95% CI: 0.522-0.844). Results were not sensitive to the inclusion of any single study. When only the three studies that reported on TSPOT were removed, estimates for the other two tests varied minimally.
  
  
  CONCLUSIONS
  Statistical methods can help estimate the accuracy of LTBI tests. Although the specificities were close to their reported values in the literature, the estimates for sensitivities were low; a finding that should be carefully evaluated.
authors.affiliation: Faculty of Pharmaceutical Sciences, Collaboration for Outcomes Research and Evaluation, University of British Columbia, British Columbia, Canada.
authors.forename: Mohsen
authors.initials: M
authors.lastname: Sadatsafavi
authors.forename: Neal
authors.initials: N
authors.lastname: Shahidi
authors.forename: Fawziah
authors.initials: F
authors.lastname: Marra
authors.forename: Mark J
authors.initials: MJ
authors.lastname: FitzGerald
authors.forename: Kevin R
authors.initials: KR
authors.lastname: Elwood
authors.forename: Na
authors.initials: N
authors.lastname: Guo
authors.forename: Carlo A
authors.initials: CA
authors.lastname: Marra
mesh_terms: D003955:Diagnostic Tests, Routine / Q000379:methods / Q000592:standards; D004812:Epidemiologic Methods; D006801:Humans; D007371:Interferon-gamma / Q000096:biosynthesis; D055985:Latent Tuberculosis / Q000175:diagnosis* / Q000453:epidemiology; D015233:Models, Statistical; D014374:Tuberculin Test
chemical_list: D007371:Interferon-gamma