Factors affecting sensitivity and specificity of a diagnostic test: the exercise thallium scintigram

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Abstract

Technical and methodological factors might affect the reported accuracies of diagnostic tests. To assess their influence on the accuracy of exercise thallium scintigraphy, the medical literature (1977 to 1986) was non-selectively searched and meta-analysis was applied to the 56 publications thus retrieved. These were analyzed for year of publication, sex and mean age of patients, percentage of patients with angina pectoris, percentage of patients with prior myocardial infarction, percentage of patients taking beta-blocking medications, and for angio-graphic referral (workup) bias, blinding of tests, and technical factors. The percentage of patients with myocardial infarction had the highest correlation with sensitivity (0.45, p = 0.0007). Only the inclusion of subjects with prior infarction and the percentage of men in the study group were independently and significantly (p <0.05) related to test sensitivity. Both the presence of workup bias and publication year adversely affected specificity (p <0.05). Of these two factors, publication year had the strongest association by stepwise linear regression. This analysis suggests that the reported sensitivity of thallium scintigraphy is higher and the specificity lower than that expected in clinical practice because of the presence of workup bias and the inappropriate inclusion of post-infarct patients.

References (78)

  • BR Chaitman et al.

    Diagnostic impact of thallium scintigraphy and cardiac fluoroscopy when the exercise ECG is strongly positive

    Am Heart J

    (1984)
  • JV Faris et al.

    Thallium-201 myocardial scintigraphy; improved sensitivity, specificity and predictive accuracy by application of a statistical image analysis algorithm

    Am J Cardiol

    (1982)
  • TD Friedman et al.

    Exercise thallium-201 myocardial scintigraphy in women: correlation with coronary arteriography

    Am J Cardiol

    (1982)
  • GW Hamilton et al.

    Myocardial imaging with thallium: an analysis of clinical usefulness based on Bayes' theorem

    Semin Nucl Med

    (1978)
  • J Hung et al.

    Noninvasive diagnostic test for the evaluation of coronary artery disease in women: a multivariate comparison of cardiac fluoroscopy, exercise electrocardiography and exercise thallium myocardial perfusion scintigraphy

    J Am Coll Cardiol

    (1984)
  • J Hung et al.

    A logistic regression analysis of multiple noninvasive tests for the prediction of the presence and extent of coronary artery disease in men

    Am Heart J

    (1985)
  • JA Jengo et al.

    Detection of coronary artery disease: comparison of exercise stress radionuclide angiocardiography and thallium stress perfusion scanning

    Am J Cardiol

    (1980)
  • S Kaul et al.

    Determination of the quantitative thallium imaging variables that optimize detection of coronary artery disease

    J Am Coll Cardiol

    (1986)
  • BM Massie et al.

    Quantitative analysis of seven-pinhole tomographic thallium-201 scintigrams: improved sensitivity and estimation of the extent of coronary involvement by evaluation of radiotracer uptake and clearance

    J Am Coll Cardiol

    (1984)
  • BM Massie et al.

    Correlation of thallium-201 scintigrams with coronary anatomy: factors affecting region by region sensitivity

    Am J Cardiol

    (1979)
  • RE Patterson et al.

    Can exercise electrocardiography and thallium-201 myocardial imaging exclude the diagnosis of coronary artery disease?

  • JL Ritchie et al.

    Myocardial imaging with thallium-201: a multicenter study in patients with angina pectoris or acute myocardial infarction

    Am J Cardiol

    (1978)
  • GS Uhl et al.

    Computer-enhanced thallium scintigrams in asymptomatic men with abnormal exercise tests

    Am J Cardiol

    (1981)
  • RA Vogel et al.

    Thallium-201 myocardial perfusion scintigraphy: results of standard and multi-pinhole tomographic techniques

    Am J Cardiol

    (1979)
  • DA Weiner

    Accuracy of cardiokymography during exercise testing: results of a multicenter study

    J Am Coll Cardiol

    (1985)
  • WS Weintraub et al.

    Critical analysis of the application of Bayes' theorem to sequential testing in the noninvasive diagnosis of coronary artery disease

    Am J Cardiol

    (1984)
  • GA Diamond

    Monkey business

    Am J Cardiol

    (1986)
  • RS Galen et al.

    Beyond normality: the predictive value and efficiency of medical diagnoses

    (1975)
  • HR Wulff et al.

    Rational diagnosis and treatment

  • PF Griner et al.

    Selection and interpretation of diagnostic tests and procedures

    Ann Intern Med

    (1981)
  • HC Sox

    Probability theory in the use of diagnostic tests

  • DF Ransohoff et al.

    Problems of spectrum and bias in evaluating the efficacy of diagnostic tests

    N Engl J Med

    (1978)
  • JT Philbrick et al.

    The limited spectrum of patients studied in exercise test research

  • JH Wasson et al.

    Clinical prediction rules

  • R Detrano et al.

    Bayesian analysis versus discriminant function analysis: their relative utility in the diagnosis of coronary disease

    Circulation

    (1986)
  • GV Glass et al.

    Meta-analysis in social research

    (1981)
  • HS Sacks et al.

    Meta-analysis of randomized controlled trials

    N Engl J Med

    (1987)
  • ZV Tran et al.

    Differential effects of exercise on serum lipid and lipoprotein levels seen with changes in body weight

  • M Amor et al.

    Les examens isotopiques a l'effort dans l'isuffisance coronaire

    Arch Mal Coeur

    (1985)
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    Dr. Janosi is a National Institutes of Health Research Fellow in Cardiology from The Hungarian Institute of Cardiology, Budapest, Hungary.

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