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Holger Schünemann Yngve Falck-Ytter AHRQ Annual Conference Washington, September 8, 2008. GRADE Introduction. Disclosure.
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Holger Schünemann Yngve Falck-Ytter AHRQ Annual Conference Washington, September 8, 2008 GRADE Introduction
Disclosure In the past three years, Dr. Schünemann received no personal payments for service from the pharmaceutical industry. His research group received research grants and - until April 2008 - fees and/or honoraria that were deposited into research accounts from Chiesi Foundation and Lily, as lecture fees related to research methodology. He is documents editor for the American Thoracic Society. Institutions or organizations that he is affiliated with likely receive funding from for-profit sponsors that are supporting infrastructure and research that may serve his work.
Content • Background and rationale for revisiting guideline methodology • GRADE approach • Quality of evidence • Strength of recommendations
Content • Background and rationale for revisiting guideline methodology • GRADE approach • Quality of evidence • Strength of recommendations
Confidence in evidence • There always is evidence • “When there is a question there is evidence” • Evidence alone is never sufficient to make a clinical decision • Better research greater confidence in the evidence and decisions
Hierarchy of evidence • STUDY DESIGN • Randomized Controlled Trials • Cohort Studies and Case Control Studies • Case Reports and Case Series, Non-systematic observations BIAS Expert Opinion Expert Opinion Expert Opinion
Can you explain the following? • Concealment of randomization • Blinding (who is blinded in a double blinded trial?) • Intention to treat analysis and its correct application • Why trials stopped early for benefit overestimate treatment effects? • P-values and confidence intervals
Hierarchy of evidence • STUDY DESIGN • Randomized Controlled Trials • Cohort Studies and Case Control Studies • Case Reports and Case Series, Non-systematic observations BIAS Expert Opinion
Reasons for grading evidence? • People draw conclusions about the • quality of evidence and strength of recommendations • Systematic and explicit approaches can help • protect against errors, resolve disagreements • communicate information and fulfil needs • Change practitioner behavior • However, wide variation in approaches GRADE working group. BMJ. 2004 & 2008
Evidence Recommendation B Class I A 1 IV C Organization AHA ACCP SIGN Which grading system? Recommendation for use of oral anticoagulation in patients with atrial fibrillation and rheumatic mitral valve disease
Content • Background and rationale for revisiting guideline methodology • GRADE approach • Quality of evidence • Strength of recommendations
Limitations of existing systems • confuse quality of evidence with strength of recommendations • lack well-articulated conceptual framework • criteria not comprehensive or transparent • GRADE unique • breadth, intensity of development process • wide endorsement and use • conceptual framework • comprehensive, transparent criteria • Focus on all important outcomes related to a specific question and overall quality
Grades of Recommendation Assessment, Development and Evaluation GRADE Working Group CMAJ 2003, BMJ 2004, BMC 2004, BMC 2005, AJRCCM 2006, Chest 2006, BMJ 2008
David Atkins, chief medical officera Dana Best, assistant professorb Martin Eccles, professord Francoise Cluzeau, lecturerx Yngve Falck-Ytter, associate directore Signe Flottorp, researcherf Gordon H Guyatt, professorg Robin T Harbour, quality and information director h Margaret C Haugh, methodologisti David Henry, professorj Suzanne Hill, senior lecturerj Roman Jaeschke, clinical professork Regina Kunx, Associate Professor Gillian Leng, guidelines programme directorl Alessandro Liberati, professorm Nicola Magrini, directorn James Mason, professord Philippa Middleton, honorary research fellowo Jacek Mrukowicz, executive directorp Dianne O’Connell, senior epidemiologistq Andrew D Oxman, directorf Bob Phillips, associate fellowr Holger J Schünemann, professorg,s Tessa Tan-Torres Edejer, medical officert David Tovey, Editory Jane Thomas, Lecturer, UK Helena Varonen, associate editoru Gunn E Vist, researcherf John W Williams Jr, professorv Stephanie Zaza, project directorw a) Agency for Healthcare Research and Quality,USA b) Children's National Medical Center, USA c) Centers for Disease Control and Prevention, USA d) University of Newcastle upon Tyne, UK e) German Cochrane Centre, Germany f) Norwegian Centre for Health Services, Norway g) McMaster University, Canada h) Scottish Intercollegiate Guidelines Network, UK i) Fédération Nationale des Centres de Lutte Contre le Cancer, France j) University of Newcastle, Australia k) McMaster University, Canada l) National Institute for Clinical Excellence, UK m) Università di Modena e Reggio Emilia, Italy n) Centro per la Valutazione della Efficacia della Assistenza Sanitaria, Italy o) Australasian Cochrane Centre, Australia p) Polish Institute for Evidence Based Medicine, Poland q) The Cancer Council, Australia r) Centre for Evidence-based Medicine, UK s) National Cancer Institute, Italy t) World Health Organisation, Switzerland u) Finnish Medical Society Duodecim, Finland v) Duke University Medical Center, USA w) Centers for Disease Control and Prevention, USA x) University of London, UK Y) BMJ Clinical Evidence, UK GRADE Working Group
GRADE Uptake • World Health Organization • Allergic Rhinitis in Asthma Guidelines (ARIA) • American Thoracic Society • British Medical Journal • Infectious Disease Society of America • American College of Chest Physicians • UpToDate • American College of Physicians • Cochrane Collaboration • National Institute Clinical Excellence (NICE) • Infectious Disease Society of America • European Society of Thoracic Surgeons • Clinical Evidence • Agency for Health Care Research and Quality (AHRQ) • Over 20 major organizations
The GRADE approach Clear separation of 2 issues: 1) 4 categories of quality of evidence: very low, low, moderate, or high quality? • methodological quality of evidence • likelihood of bias • by outcome 2) Recommendation: 2 grades - weak or strong (for or against)? • Quality of evidence only one factor *www.GradeWorking-Group.org
GRADE Quality of Evidence “Extent to which confidence in estimate of effect adequate to support decision” • high: considerable confidence in estimate of effect. • moderate: further research likely to have impact on confidence in estimate, may change estimate. • low: further research is very likely to impact on confidence, likely to change the estimate. • very low: any estimate of effect is very uncertain
Determinants of quality • RCTs start high • observational studies start low • 5 factors lower the quality of evidence • detailed design and execution • inconsistency • indirectness • reporting bias • Imprecision • 3 factors can increase the quality of evidence
Example: Design and Execution • limitations • Randomization • lack of concealment • intention to treat principle violated • inadequate blinding • loss to follow-up • early stopping for benefit
Design and Execution • From Cates , CDSR 2008 CDSR 2008
Design and Execution Overall judgment required
2. Consistency of results • Look for explanation for inconsistency • patients, intervention, comparator, outcome, methods • Judgment • variation in size of effect • overlap in confidence intervals • statistical significance of heterogeneity • I2
3. Directness of Evidence • indirect comparisons • interested in A versus B • have A versus C and B versus C • differences in • patients • interventions • outcomes
4. Reporting Bias • reporting bias • reporting of studies • publication bias • number of small studies • reporting of outcomes Example: a systematic review of topical treatments for seasonal allergic conjunctivitis showed that patients using topical sodium cromoglycate were more likely to perceive benefit than those using placebo. However, only small trials reported clinically and statistically significant benefits of active treatment, while a larger trial showed a much smaller and a statistically not significant effect (Owen 2004 [53]). These findings suggest that smaller studies demonstrating smaller effects might not have been published.
5. Imprecision • small sample size • small number of events • wide confidence intervals • uncertainty about magnitude of effect
What can raise quality?3 Factors • large magnitude can upgrade one level • very large two levels • common criteria • everyone used to do badly • almost everyone does well • Epinephrin in allergic shock • dose response relation (higher INR – increased bleeding) • Residual confounding unlikely to be responsible for observed effect
Guideline development process Summary of Findings GRADE
The clinical scenario A 68 year old male long-term patient of yours. He suffers from COPD but is unable to stop smoking after over 30 years of tobacco use. He has been taking beta-carotene supplements for several months because someone in the “healthy food” store recommended it to prevent cancer. He wants to know whether this will prevent him from getting cancer and whether he should use beta-carotene.
Strength of recommendation • “The strength of a recommendation reflects the extent to which we can, across the range of patients for whom the recommendations are intended, be confident that desirable effects of a management strategy outweigh undesirable effects.”
Desirable and undesirable effects • Desirable effects • Mortality • improvement in quality of life, fewer hospitalizations/infections • reduction in the burden of treatment • reduced resource expenditure • Undesirable effects • deleterious impact on morbidity, mortality or quality of life, increased resource expenditure
Implications of a strong recommendation • Patients: Most people in this situation would want the recommended course of action and only a small proportion would not • Clinicians: Most patients should receive the recommended course of action • Policy makers: The recommendation can be adapted as a policy in most situations
Implications of a weak recommendation • Patients: The majority of people in this situation would want the recommended course of action, but many would not • Clinicians: Be prepared to help patients to make a decision that is consistent with their own values/decision aids and shared decision making • Policy makers: There is a need for substantial debate and involvement of stakeholders
The clinical question Population: In smokers with COPD Intervention: does beta-carotene suppl Comparison: compared to no suppl. Outcomes: reduce the risk of COPD symptoms, lung cancer and death and improve PFTs?
Two trials 1) The Alpha-Tocopherol Beta-Carotene (ATBC) trial randomly assigned 29,133 people to receive beta carotene, tocopherol, both, or placebo. Study participants averaged 57.2 years of age, 20.4 cigarettes per day, and 35.9 years of smoking. They were followed up for 5 to 8 years. RR for lung cancer = 1.16 (95% CI 1.02-1.33) Albanes et al, JNCI, 1996