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Systematic Reviews of the Literature and Meta-analyses: ….problems or panacea? Daren K. Heyland, MD, FRCPC, MSc Queen’s University, Kingston, Ontario
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www.criticalcarenutrition.com Updated Jan 2009 Summarizes >200 trials studying 21283 patients 34 topics 17 recommendations
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Clinical Practice Guidelines Validity Homogeneity Safety Feasibility Cost evidenceintegration of values + practice guidelines
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In Search of Truth... …Does it work? Begins with a hypothesis or question Does Drug X reduce the incidence of problem Y in patients with condition Z Application of experimental or observational methods to determine the answer Results of our observations leads to conclusions that are correct (truth) or incorrect (due to bias or chance)
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Levels of Evidence Systematic reviews RCT’s Cohort Studies Case Control Case Series less bias/strong inferences more bias/weaker inferences
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198 RCT’s Reviewed in Critical Care Nutrition Guidelines
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PLOS 2008;5: e4
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u Will be able to appraise and incorporate results of systematic reviews into clinical decision making. u understand the role of systematic reviews in research and policy settings. u List the strengths and weakness of meta-analyses Learning Objectives
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Overview u Definition and Classification u Usefulness u Methodological Quality u Making Inferences u Conclusions
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Systematic Review… u Form of scientific investigation to assess the effectiveness of healthcare interventions u Integrative research u Subjects= original or primary studies u Employs methods that limit bias and reduce random error
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Systematic Reviews and Meta-analysis Narrative Reviews Systematic Reviews Meta-analysis
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Number of Systematic Reviews Published
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The Frailties of Narrative Reviews u If the original studies of thrombolytics therapies had been subject to a systematic review, the treatment effect would have been apparent in the 1970s instead of 1980s. u Narrative reviews omitted effective therapies and endorsed ineffective therapies. Antman JAMA1992;268;240 and Lau NEJM 1992;327:248
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Clinical Decision Making and Systematic Reviews u Case Scenario u 77 y.o. male with presumptive Dx of Urosepsis u PMHX: MI, Prostate u BMI 21 u After initial resuscitation u FiO2 = 100%, PO2 = 55 u MAP = 65, CVP 13, levophed 20 mcg/kgk/min u rising Cr, 20 ml of urine, acidemic u High NG drainage u Going to start on EN but not likely to tolerate Role for early supplemental PN?
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Clinical Decision Making and Systematic Reviews u Problem u 100s of citations across scores of journals published over the last 20 years In diverse patient populations or diverse settings with variable or inconsistent results! How do you make sense of this all?
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Impact of Caloric Debt Caloric debt associated with: Longer ICU stay Days on mechanical ventilation Complications Mortality Adequacy of EN Rubinson CCM 2004; Villet Clin Nutr 2005; Dvir Clin Nutr 2006; Petros Clin Nutr 2006 Caloric Debt
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2007 International Nutrition Practice Survey u Point prevalence survey of nutrition practices in ICU’s around the world conducted Jan. 27, 2007 u Enrolled 2772 patients from 158 ICU’s over 5 continents u Included ventilated adult patients who remained in ICU >72 hours
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Hypothesis u There is a relationship between amount of energy and protein received and clinical outcomes (mortality and # of days on ventilator) u The relationship is influenced by nutritional risk u BMI is used to define chronic nutritional risk
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What Study Patients Actually Rec’d u Average Calories in all groups: u 1034 kcals and 47 gm of protein Result: u Average caloric deficit in Lean Pts: u 7500kcal/10days u Average caloric deficit in Severely Obese: u 12000kcal/10days
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Relationship Between Increased Calories and 60 day Mortality BMI GroupOdds Ratio 95% Confidence Limits P-value Overall0.760.610.950.014 <200.520.290.950.033 20-<250.620.440.880.007 25-<301.050.751.490.768 30-<351.040.641.680.889 35-<400.360.160.800.012 >=400.630.321.240.180 Legend: Odds of 60-day Mortality per 1000 kcals received per day adjusting for nutrition days, BMI, age, admission category, admission diagnosis and APACHE II score.
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u RESULTS: WHO IS AT RISK?
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RCT Level of Evidence that More EN= Improved Outcomes RCTs of aggressive feeding protocols Results in better protein-energy intake Associated with reduced complications and improved survival u Taylor et al Crit Care Med 1999; Martin CMAJ 2004 Meta-analysis of Early vs Delayed EN Reduced infections: RR 0.76 (.59,0.98),p=0.04 Reduced Mortality: RR 0.68 (0.46, 1.01) p=0.06 www.criticalcarenutrition.com
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More is Better! Our Field of Dream If you feed them (better!) They will leave (sooner!)
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ICU patients are not all created equal…should we expect the impact of nutrition therapy to be the same across all patients?b
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What if you can’t provide adequate nutrition enterally? … to TPN or not to TPN, that is the question!
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Current practice in nutritional support in septic patients: Results of national, prospective multicenter German Study u Point prevalence study u 454 ICUs from 310 hospitals in Germany u 399 patients septic patients included u Median APACHE II 26 u 68% had no GI pathology u 46% in shock u Overall mortality 55.2% u Elke CCM 2008;36:1762
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Current practice in nutritional support in septic patients: Results of national, prospective multicenter German Study u Point prevalence study u 454 ICUs from 310 hospitals in Germany u 399 patients septic patients included u Median APACHE II 26 u 68% had no GI pathology u 46% in shock u Overall mortality 55.2% P=0.005 Multivariate analysis: PN independent predictor for mortality (OR 2.09, 95% CI 1.29-3.37)
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Early Supplemental PN is Associated with Increased Infection in Critically Ill Trauma Patients u Retrospective, multicenter, cohort study of 597 severely injured patients u Compared those that rec’d PN within 7 to those who did not. u Also compared early PN group to subgroup of ‘EN tolerant’ (tolerated 1000 kcal any day during first week) u Adjusted for differences in key baseline demographics Sena J Am Coll Surg 2008;207:459
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Early Supplemental PN is Associated with Increased Infection in Critically Ill Trauma Patients Differences not due to differences in glycemic control No Early PNEarly PNOdds Ratio P value Overall Adjusted Nosocomial Infections27%56%2.1 (1.3-3.5) P=0.003 Late ARDS1%8%3.4 (1.0-11.0) P=0.04 Death8%23%1.5 (0.8-3.0) P=0.24 EN tolerant analysis Nosocomial Infections42%69%2.5 (1.1-5.9) P=0.03 Late ARDS2%9%5.4 (1.1-27.4) P=0.04 Death8%19%2.7 (0.8-9.3) P=0.10
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Prospective Studies of Supplemental PN Effect on Mortality www.criticalcarenutrition.com
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What if you can’t provide adequate nutrition enterally? … to TPN or not to TPN, that is the question! Maximize EN delivery prior to initiating PN
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Use of Supplemental PN in Sepsis? u Results of meta-analysis u Results of single RCTs of Septic Patients u Results of observational studies u Consideration of Individual Patient Characteristics
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Using Systematic Reviews in Clinical Practice u Summarizes large body of knowledge u Answers specific clinical question u Less likely to be biased than narrative reviews u More accurate and precise estimate of treatment effect
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u Research Question: u What is the effect of Glutamine and Antioxidant supplementation on survival in critically ill patients? u Methods: u A meta-analysis Using Systematic Reviews in Research Setting
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Effect of Glutamine in Critically Ill: A Systematic Review of the Literature u Comprehensive search u Selection criteria u Randomized u Surgical or critically ill adults u Glutamine (EN or PN) vs. placebo u Clinically important outcomes 20 RCT’s
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Effect of Glutamine: A Systematic Review of the Literature Updated Jan 2009, see www.criticalcarenutrition.com Mortality
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Effect of Glutamine: A Systematic Review of the Literature Infectious Complications Updated Jan 2009, see www.criticalcarenutrition.com
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Effect of Glutamine: A Systematic Review of the Literature Hospital Length of Stay Updated Jan 2009, see www.criticalcarenutrition.com
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Results of Subgroup Analysis PN>>>EN? MortalityInfection EN (n=9) 0.81 (0.48-1.34) P=0.41 0.83 (0.64-1.08) P=0.16 PN (n=17) 0.71 (0.55-0.92) P=0.008 0.76(0.62-0.93) P=0.008
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1200 ICU patients Evidence of organ failure R glutamine placebo Concealed Stratified by site R R antioxidants placebo Factorial 2x2 design placebo antioxidants REducing Deaths from OXidative Stress: The REDOXS study Fed enterally
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Using Systematic Reviews in Research Setting u Summarizes what is known; identifies gaps u Background of grant proposals u Generates hypotheses u Estimate of treatment effect N u Subgroup analysis
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Using Systematic Reviews in Policy Making As an ICU, should you make an arginine- supplemented diet available for general use in your institution?
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Meta-analyses of Arginine-supplemented Diets o 22 RCTs of IEDs All arginine-containing IED, not just IMPACT/IMMUNAID Non english, more recently published studies Excluded duplicates Excluded single agents Heyland JAMA 2001;286:944
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Overall Effect on Mortality u RR 1.10 (0.93-1.31)
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Overall Effect on Complications u RR 0.66 (0.54-0.80)
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1.18 (0.88,1.58)
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Effect of Arginine-supplemented Diets in the Critically Ill Patient Updated Jan 2009, see www.criticalcarenutrition.com Mortality
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Infectious Complications Updated Jan 2009, see www.criticalcarenutrition.com Effect of Arginine-supplemented Diets in the Critically Ill Patient
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Hospital Length of Stay Updated Jan 2009, see www.criticalcarenutrition.com Effect of Arginine-supplemented Diets in the Critically Ill Patient
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Using Systematic Reviews in Policy Making u Greatest generalizability u Consistent with perspective of policy makers u Related to other forms of integrative research
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Assessing the Validity of Systematic Reviews Validity= fxn { inputs, process, results }
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u Inputs u selection of studies u clinical homogeneity u explicit, reproducible criteria u methodological quality of studies u outdated/unmeasured co-interventions Assessing the Validity of Systematic Reviews
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u Process u comprehensive search strategy u publication/timing bias u data excess u language bias u judgements about inclusion explicit/reproducible u data abstraction reproducible Assessing the Validity of Systematic Reviews
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u Results u few studies u few clinical endpoints u statistical heterogeneity Assessing the Validity of Systematic Reviews
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Methdological Quality of Meta-analyses lots of bias little bias weak inferences strong inferences Strong clinical recommendations
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Making Inferences from a Meta-Analysis of RCT’s u Small number of trials u Weak trial methodology u Outdated/unmeasured co-interventions u Surrogate endpoints u Statistical heterogeneity u Fixed effects model u Large number of trials u Strong trial methodology u Current/documented co- interventions u Clinically important endpoints u Statistical homogeneity u Random effects model Weaker InferencesStronger Inferences
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Meta-analysis vs. Large RCT’s “… if no subsequent randomized, clinical trial, the meta-analysis would have led to the adoption of an ineffective treatment in 32% cases and rejection of useful treatment in 33% cases.” LeLorier NEJM 1997;337:536 “I still prefer conventional narrative reviews … Editorial, NEJM
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Meta-analysis vs. Large RCT’s RCT #1 RCT #2 RCT #3 RCT #4 RCT #5
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Meta-analysis vs. Large RCT’s u Argument is with Meta-analysis, not the concept of systematic reviews u Assumes the latest single large trial is the GOLD standard u Assumes RCT and Meta-analysis are measuring the same thing u Differences in Generalizability u Bias exists in both TOOLS.
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Resolving Discrepancies Between a Meta- analysis and a Subsequent Large RCT Recent meta-analysis found calcuim supplementation to be effective in preventing preeclampsia Large RCT found no risk reduction in health nulliparous women Exploration of heterogeneity across studies Stratify for high and low baseline risk JAMA 1999;282:664
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Resolving Discrepancies Between a Meta- analysis and a Subsequent Large RCT JAMA 1999;282:664
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JAMA 2008;300:933
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Role of Systematic Reviews in Medical Education u Good source of medical knowledge u Promotes EBM practices u Helps locate original articles u Facilitates critical appraisal of original research u Considered a scholarly research activity
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Conclusions u Important tool to determine the effectiveness of therapeutic interventions u Need to understand the strengths, weaknesses and limitations u Useful in clinical and policy decision making and research setting u Encourage use of and generation of systematic reviews amongst learners.
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