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The Clinical Chemist |
| Reporting Diagnostic Accuracy |
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| Toward a Checklist for Reporting of Studies of Diagnostic Accuracy |
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Diagnostic testing is a critical part of modern medicine. Despite the importance of testing for diagnosis, prognosis, and monitoring, the methodology for evaluations of clinical (diagnostic) accuracy of tests has received only modest attention. Recent studies have documented that most published studies of diagnostic accuracy of clinical tests fail to meet (or fail to document adherence to) reasonable methodological standards.
Assessments of diagnostic accuracy of tests are likely to attract increasing attention. Diagnostic testing accounts for 1025% of healthcare expenditures, and assessment of the diagnostic accuracy of a test is a logical prerequisite to studies of the test's cost-effectiveness.
The Table below is a step toward a checklist for reporting of studies of diagnostic accuracy. It specifically does not address studies of analytical accuracy (which may accompany reports of diagnostic accuracy), studies of nonanalytical sources of variation, or studies of cost-effectiveness ( which may require a distinct protocol).
Checklist for Studies of Clinical Performance of Laboratory Tests
Title: Identify the study as an evaluation of a test for diagnosis or prognosis; include disease or condition and name(s) of test(s).
Abstract: Use structured abstract.
Search terms: List evaluated test or test(s); disease or outcome (or both); criterion (gold) standard test; sensitivity; specificity; diagnosis; study design.
Introduction: Include: Research question and why it came up; hypothesis; specific objectives of study.
Study Protocol and Methods:
1. Study designprospective cohort, retrospective cohort, etc.
2. Patient care setting (ambulatory, practice, inpatient, volunteers).
3. Criteria for (a) inclusion and (b) exclusion of subjects. When the main inclusion criterion is a clinical indication for use of the test, explain in detail the justification for any exclusion criteria, especially any that involve results of preceding tests.
4. Consent procedures.
5. Planned sample size; statistical power; resource considerations.
6. Planned subgroup analyses.
7. Methods to avoid spectrum bias1 (e.g., consecutive series).
8. Methods (and references) for (a) evaluated test(s) and (b) criterion (gold) standard test(s). When an outcome (e.g., death) is used as the criterion standard, indicate duration and methods of follow-up.
9. Methods for blinding of those performing (a) evaluated test(s) and (b) criterion standard test(s) to avoid reviewer bias.
10. Methods to avoid verification bias2 (usually by application of criterion standard to all subjects) or to deal with its consequences.
11. Methods (and references) for statistical analysis, including steps to deal with repeated or serial measures.
12. Indicate that these guidelines were followed. Results:
A. Study subjects
1. Inclusive dates of accrual of subjects.
2. Sample size achieved.
3. Numbers of subjects who were excluded and reasons for exclusion.
4. Number of indeterminate test results and their use (if any) in further data analysis.
5. Demographics of subjects and their clinical characteristics to include spectrum of disease (e.g., summary of signs/symptoms and disease stage).
6. Deviations from study protocol and reasons for them.
B. Study Findings
1. Data on reproducibility of evaluated test (e.g., analytical CV at relevant concentrations and during an appropriate temporal interval or reproducibility of observer interpretation).
2. Measures of diagnostic accuracy of test(s) and confidence intervals (e.g., areas under ROC curves, sensitivity/specificity pairs, likelihood ratios, predictive values).
3. Repository where original data may be obtained (e.g., for use in systematic reviews). Discussion:
1. Specific interpretation of study findings, including sources of imprecision and bias (e.g., fallibility of criterion standard).
2. General interpretation vis-a-vis other studies (e.g., does test add to other tests and to clinical observations?).
| Pericardial Access Device: A New Challenge for TDM? |
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This approach appears to be yet another challenge for TDM. How will concentrations of drugs be monitored in the pericardial sac? Is monitoring needed? How will the volume of pericardial fluid be estimated to permit calculation of dose?
The potential diagnostic utility of assays of pericardial fluid seems to have been little explored. Will this fluid prove to be another "routine" sample (like CSF) in the clinical laboratory?
These questions and others seem ripe for asking. Careful study will be required to determine which pericardial fluid assays, if any, will be useful in patient care.
| Public Servants Speak Out |
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"Outside of the killings, Washington has one of the lowest crime rates in the country."Mayor Marion Berry, Washington, DC.
"Beginning in February 1976 your assistance benefits will be discontinued ... Reason: it has been reported to our office that you expired on January 1, 1976."Letter from the Illinois Department of Public Aid.
"The streets are safe in Philadelphia. It's only the people who make them unsafe."Frank Rizzo, former Police Chief and Mayor of Philadelphia.
"After finding no qualified candidates for the position of principal, the school board is extremely pleased to announce the appointment of David Steele to the post."Philip Streifer, Superintendent of Schools, Barrington, RI.
| Footnotes |
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2 2 "Verification bias" may occur when the criterion standard test is applied to only a subset of the patients or subjects. ![]()
The following articles in journals at HighWire Press have cited this article:
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N. A. Obuchowski, M. L. Lieber, and F. H. Wians Jr. ROC Curves in Clinical Chemistry: Uses, Misuses, and Possible Solutions Clin. Chem., July 1, 2004; 50(7): 1118 - 1125. [Abstract] [Full Text] [PDF] |
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B. Lumbreras-Lacarra, J. M. Ramos-Rincon, and I. Hernandez-Aguado Methodology in Diagnostic Laboratory Test Research in Clinical Chemistry and Clinical Chemistry and Laboratory Medicine Clin. Chem., March 1, 2004; 50(3): 530 - 536. [Abstract] [Full Text] [PDF] |
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D. E. Bruns The STARD Initiative and the Reporting of Studies of Diagnostic Accuracy Clin. Chem., January 1, 2003; 49(1): 19 - 20. [Full Text] [PDF] |
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M. J. McQueen Overview of Evidence-based Medicine: Challenges for Evidence-based Laboratory Medicine Clin. Chem., August 1, 2001; 47(8): 1536 - 1546. [Abstract] [Full Text] [PDF] |
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K. Scouller, K. M. Conigrave, P. Macaskill, L. Irwig, and J. B. Whitfield Should We Use Carbohydrate-deficient Transferrin instead of {gamma}-Glutamyltransferase for Detecting Problem Drinkers? A Systematic Review and Metaanalysis Clin. Chem., December 1, 2000; 46(12): 1894 - 1902. [Abstract] [Full Text] [PDF] |
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D. E. Bruns, E. J. Huth, E. Magid, and D. S. Young Toward a Checklist for Reporting of Studies of Diagnostic Accuracy of Medical Tests Clin. Chem., July 1, 2000; 46(7): 893 - 895. [Abstract] [Full Text] [PDF] |
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