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Nut and Bolts of Critical Appraisal of Medical Literature
Focus on Diagnosis Nick Myles, MD Pathologist St.Paul’s Hospital
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Objectives Learn why research evidence on diagnosis should be critically appraised Learn Evidence-Based Medicine tools for critical appraisal of medical literature on diagnosis
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Objectives Learn why research evidence on diagnosis should be critically appraised Learn Evidence-Based Medicine tools for critical appraisal of medical literature on diagnosis
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Why Critical Appraisal and not just use any published book/paper in practice?
Your thoughts?
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Examples from Clinical Medicine
Dr Spock: recommends Prone against Supine Position Crib deaths best evidence: risk of crib death is much higher in Prone position
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Examples from Clinical Medicine
Some anti- arrhythmia drugs is MI: Pathophysiologic mechamism: prevent arrhythmia to prevent death RCT evidence: some anti-arrhythmics increase mortality
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Examples from Clinical Medicine
Pathophysiology: Vitamins A and E are beneficient antooxidants, so use widely RCT: use of vitamins A and E increase mortality
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Example from Lab Medicine
Some pathology experts claim 0% error and 0% tolerance to error EMB claims there are no tests which are 100% accurate
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Examples from Lab Medicine
Some experts claim 0% error tolerance EMB claims there are no tests which are 100% accurate
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What to expect from the test?
If I test breast cancer for hormone receptors and get negative result, how can I be certain that it’s indeed negative? What do you need to know? Your thoughts
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What to expect from the test?
If my wife gets her mammogram and it is negative, how can I be certain that it’s indeed negative? What do you need to know? Your thoughts
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Formulate answerable question:
PICO PIRTO Population Population Intervention Index test Comparator Reference test Outcome Time Outcome for Interventions for Diagnosis
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Grades of Diagnostic Evidence
Grade 1: Systematic Reviews of good cohorts with reference; absolute Sp or Sn Grade 2: SRs of cohorts with split sample validation; with reference test Grade 3: SRs of non-consequitive cohorts with inconsistent reference tests Grade 4: case controls, poor, non-independent inconsistent reference Grade 5: EXPERT OPINION
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consistent level 1 studies B
Grades of Recommendation A consistent level 1 studies B consistent level 2 or 3 studies or extrapolations from level 1 studies C level 4 studies or extrapolations from level 2 or 3 studies D level 5 evidence or troublingly inconsistent or inconclusive studies of any level
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Critical Appraisal Steps
Formulate answerable question: PICO or PIRTO Search for the best already APPRAISED evidence (not only PubMed!) Check: NICE guidance (National Institute for Clinical Excellence) Cochrane library of systematic reviews If still no answer, then consider doing the following:
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Critical Appraisal Steps
Formulate answerable question: PICO or PIRTO Search for the best evidence (not only PubMed!) Extract and Appraise the best evidence Apply
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Evidence Search Pubmed vs others or several engines WARNING
If single engine used, 30-40% studies will not show up with the same key words
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Select the Best Evidence
Hierarchy of Evidence: WHY ? Your thoughts?
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When finding evidence one has to go from top
And only then down Why? Your thoughts?
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Objectives Learn why research evidence on diagnosis should be critically appraised Learn Evidence-Based Medicine tools for critical appraisal of medical literature on diagnosis
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Objectives Learn why research evidence on diagnosis should be critically appraised Learn Evidence-Based Medicine tools for critical appraisal of medical literature on diagnosis
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EBM Validated Tools Easy and proven, yet comprehensive: YOU Can Do It
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EBM Tools Checklists: STARD and QUADRAS
Online Calculators: CEBM and U of T, +others Software: CAT Maker All open access, free
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EBM Tools Checklists: STARD (25 items)
Standards of Reporting Diagnostic Accuracy Adapted by 200+ biomedical journals (as per 2009), with only one pathology journal listed to allow readers to assess the potential for bias in the study (internal validity) and to evaluate its generalisability (external validity).
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EBM Tools Checklists: QUADRAS
a tool for the quality assessment of diagnostic accuracy studies risk of bias assessment when extracting data from multiple studies for systematic review
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EBM Tools Online Calculators: CEBM www.cebm.net
Plenty of support, free access Critical appraisal checklists for all types of clinical medical literature Example: Diagnosis (next slide)
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EBM Tools Online Calculators: U of Toronto
Easy, excellent graphic output, concise Examples: diagnosis, RCTs, Cohorts, NNT etc Perfect for data simulation Example: diagnosis next page
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EBM Tools Software: CAT Maker All-in-one solution
Allows you to generate one page Critical Appraisal Topic Summary with all numeric output May crush..
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ER-positive test ER negative test Prev 50%
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Prev 80%
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Simulation (if we are online) Task 1a
What’s the diagnostic accuracy of mammography test (90% sensitive and 95% specific) in 40 y.o. women? So, how many errors (false +, false -) do you expect after 1000 mammograms? Overall, about 1% of women in this age group have breast cancer Need one minute?
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Simulation (if we are online) Task 1b
What’s the diagnostic accuracy of mammography test in 70 y.o. women? (assuming 90% sensitive and 95% specific) How many errors (false +, false -) do you expect after 1000 mammograms? Overall, 15% of women in this age group have breast cancer. Need one minute? Your answer: FP ? FN?
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Simulation (if we are online) Task 1a
prevalence: 1% (40 y.o) Predicted errors: False positive 50/59 total positive False negative 1/940
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Task 1a
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Simulation (if we are online) Task 1b
prevalence: 1% (40 y.o.) Predicted errors: False positive 43/183 total test positive False negative 15/823 total test neg
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NL inquiry into Estrogene Receptor Lab Accuracy Done in 1998-2006
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Task 2 Adequate (ASCO2010) Breast cancer Estrogen test is at least 90% sensitive and 90% specific. NL re-tested cases in Ontario and found 400+ false negative results. The case is settled for 17M in 2009. What is the expected False Neg error rate of adequate ER test?
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Task 2 answer Conclusion: under condition of 80% prevalence of ER positive breast cancers, expected NPV of the adequate test is 64-69%
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Objectives Learn why research evidence on diagnosis should be critically appraised Learn Evidence-Based Medicine tools for critical appraisal of medical literature on diagnosis
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Summary Critical Appraisal is necessary to assess validity of the studies before they are applied to clinical practice EBM tools are easy to use and allow for an independent analysis of the published data and claimed results.
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Thank you
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