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Diagnostic testsSome theoretical considerationsEnd points: What is positive and negative?Most modern commercial assays for chlamydial antigen or nucleic acid are quantitative
tests, which output their results in the form of optical densities or other continuous
variables. No test is perfect. For all tests there is a certain amount of
background 'noise' arising from various technical factors such as hydrophobic
and ionic interactions, the stringency of hybridisation, the 'proof reading'
capability of nucleic acid polymerases etc. A crucial question is what is the
end point
With modern nucleic acid based amplification tests this has
become less of an issue because their sensitivity is of the order of 90% or more
and their specificity is close to 100%. However the antigen detection enzyme
immunoassays Sensitivity and SpecificityIn actual fact, we never know the true sensitivity and specificity of a diagnostic test, only an estimate for it based on sample populations at different centres. The more quality studies, the better the estimate of the true value. Thus the results of a study are only valid for a particular category of patient and a particular sampling site. The performance of a test on a urine sample is likely to be significantly different to its performance on a urethral swab sample. The relationship of an imperfect test to the truth [which only God knows] is given by the so-called 'truth' table:
Sensitivity is the probability [a / (a + c) in the table] that a true positive has been correctly classified as positive by the test. Specificity is the probability [d / (b + d)] that a true negative is correctly classified negative by the test A false negative is the probability [c / (a + c)] that a true positive has been wrongly classified A false positive is the probability [ a/ (a + d)] that a true negative is wrongly classified as positive. Since humans are not God, it is necessary to take another test, or combination of tests, as the reference standard and there is much debate as to what is an appropriate "gold standard", see: discrepant analysis. It is important to realise that it is IMPOSSIBLE to better the reference standard, whatever it is, as clearly shown in the paper of Chernesky et al., 1999, the results of which are tabulated in Table 2. It can be seen there is considerable opportunity [caveat lector] to influence the presentation of test results by the reference standard that is chosen, while only a few percentage points difference in specificity may have a dramatic influence on the positive predictive value of a test in populations with a low prevalence of infection [see: worked examples]. Table 2. Effect of choice of reference standard on the percentage sensitivity and specificity of various rapid diagnostic tests for chlamydial antigen in male urine or for urinary tract inflammation. The value for 100% in each cell of the table varied between 44 and 73 specimens. The manufacturer of the test is indicated in brackets. The data are from the paper of Chernesky et al., 1999.
[MEW] April 2002. NEXT: Some worked examples ReferenceChernesky, M., Jang, D., Krepel, J., Sellors, J. &
Mahony, J. (1999). Impact
of reference standard sensitivity on accuracy of rapid antigen detection assays
and a leukocyte esterase dipstick for diagnosis of Chlamydia trachomatis
infection in first-void urine specimens from men. Journal of Clinical
Microbiology 37, 2777 - 2780. Full
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