{"id":713,"date":"2021-07-22T00:18:17","date_gmt":"2021-07-22T04:18:17","guid":{"rendered":"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/?post_type=chapter&#038;p=713"},"modified":"2024-03-14T16:02:14","modified_gmt":"2024-03-14T20:02:14","slug":"general-considerations","status":"publish","type":"chapter","link":"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/chapter\/general-considerations\/","title":{"raw":"Do the results (not) apply to my patients?","rendered":"Do the results (not) apply to my patients?"},"content":{"raw":"[pb_glossary id=\"1653\"]Generalizability[\/pb_glossary] is often understood in terms of [pb_glossary id=\"323\"]PICO[\/pb_glossary], which is an acronym for \"patient, intervention, comparator, and outcome\". These are the four basic elements of a study. For instance, a study may examine an elderly population (P) to understand the effects of statin therapy (I) compared to placebo\u00a0(C) in terms of cardiovascular events (O). The following questions are intended to comprehensively address each of these elements.\r\n\r\nMost considerations of [pb_glossary id=\"1653\"]generalizability[\/pb_glossary] are independent of study type. So, unless explicitly noted otherwise, the following questions are applicable to both [pb_glossary id=\"704\"]randomized controlled trials[\/pb_glossary] and [pb_glossary id=\"1099\"]systematic reviews[\/pb_glossary]\/[pb_glossary id=\"1101\"]meta-analyses[\/pb_glossary].\r\n<h1>Checklist Questions<\/h1>\r\n<div align=\"left\">\r\n<table class=\"grid\" style=\"height: 162px\">\r\n<tbody>\r\n<tr style=\"height: 18px\">\r\n<td style=\"height: 18px;width: 1361.91px\">How does my practice setting differ from that in the trials?<\/td>\r\n<\/tr>\r\n<tr style=\"height: 18px\">\r\n<td style=\"height: 18px;width: 1361.91px\">How do my patients differ from those included in the trial?<\/td>\r\n<\/tr>\r\n<tr style=\"height: 18px\">\r\n<td style=\"height: 18px;width: 1361.91px\">How do the trial interventions differ from those available in my practice?<\/td>\r\n<\/tr>\r\n<tr style=\"height: 18px\">\r\n<td style=\"height: 18px;width: 1361.91px\">Are the trial outcomes clinically important?<\/td>\r\n<\/tr>\r\n<tr style=\"height: 18px\">\r\n<td style=\"height: 18px;width: 1361.91px\">Does the trial reflect my patients' risk of adverse events? What differences exist?<\/td>\r\n<\/tr>\r\n<tr style=\"height: 18px\">\r\n<td style=\"height: 18px;width: 1361.91px\">[[pb_glossary id=\"704\"]Randomized controlled trials[\/pb_glossary] only] Did the study design have a pre-randomization [pb_glossary id=\"308\"]run-in period[\/pb_glossary]?<\/td>\r\n<\/tr>\r\n<tr style=\"height: 36px\">\r\n<td style=\"height: 36px;width: 1361.91px\">[[pb_glossary id=\"1099\"]Systematic reviews[\/pb_glossary]\/[pb_glossary id=\"1101\"]meta-analyses[\/pb_glossary] only] Was each element of [pb_glossary id=\"323\"]PICO[\/pb_glossary] (i.e. patient, intervention, comparator, and outcome) sufficiently reported to assess [pb_glossary id=\"1653\"]generalizability[\/pb_glossary]?<\/td>\r\n<\/tr>\r\n<tr style=\"height: 18px\">\r\n<td style=\"width: 1361.91px;height: 18px\">Do the differences above impede the [pb_glossary id=\"1653\"]generalizability[\/pb_glossary] of the study findings to my practice?<\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n<\/div>\r\n<h1>Does my practice setting differ from that in the trials?<\/h1>\r\nSetting considerations:\r\n<ul>\r\n \t<li>Country and type of healthcare system<\/li>\r\n \t<li>[pb_glossary id=\"290\"]Primary[\/pb_glossary], [pb_glossary id=\"291\"]secondary[\/pb_glossary], or [pb_glossary id=\"292\"]tertiary[\/pb_glossary] care<\/li>\r\n \t<li>Outpatient vs. inpatient<\/li>\r\n \t<li>Inpatient unit type<\/li>\r\n<\/ul>\r\n<h1>How do my patients differ from those included in the trial?<\/h1>\r\n<div>\r\n\r\nPatient selection considerations:\r\n<ul>\r\n \t<li>Diagnostic methods<\/li>\r\n \t<li>Inclusion \/ Exclusion criteria<\/li>\r\n \t<li>[pb_glossary id=\"737\"]Enrichment strategies[\/pb_glossary]<\/li>\r\n \t<li>Proportion of patients not enrolled because of exclusion criteria<\/li>\r\n \t<li>Proportion of patients declining to participate<\/li>\r\n<\/ul>\r\nPatient characteristic considerations:\r\n<ul>\r\n \t<li>Age<\/li>\r\n \t<li>Sex\/Gender<\/li>\r\n \t<li>Race\/ethnicity<\/li>\r\n \t<li>Stage\/severity of disease<\/li>\r\n \t<li>Similar underlying pathologies (e.g. patients with a history of hemorrhagic stroke vs. patients with a history of ischemic stroke)<\/li>\r\n \t<li>Comorbidities<\/li>\r\n \t<li>Past interventions (e.g. proportion of patients previously having tried at least 3 antidepressants)<\/li>\r\n \t<li>Interventions at baseline (e.g. the proportion of patients taking aspirin at baseline in a trial of a SGLT2 inhibitor vs. placebo)<\/li>\r\n \t<li><span style=\"font-size: 14pt\">Baseline clinical characteristics (e.g. blood pressure, weight)<\/span><\/li>\r\n \t<li>Event rate in the control group<\/li>\r\n<\/ul>\r\n<\/div>\r\n<div class=\"textbox shaded\"><em>E.g. #1 <span class=\"TrackChangeTextInsertion TrackedChange SCXW183762556 BCX9\"><span class=\"TextRun SCXW183762556 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183762556 BCX9\">PARACHUTE (<a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/references\/\" target=\"_blank\" rel=\"noopener\">Yeh RW et al.<\/a>) was a parody [pb_glossary id=\"704\"]RCT[\/pb_glossary] e<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW183762556 BCX9\"><span class=\"TextRun SCXW183762556 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183762556 BCX9\">xamining whether the use of parachutes<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW183762556 BCX9\"><span class=\"TextRun SCXW183762556 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183762556 BCX9\">, compared to<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW183762556 BCX9\"><span class=\"TextRun SCXW183762556 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183762556 BCX9\">\u00a0empty backpacks<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW183762556 BCX9\"><span class=\"TextRun SCXW183762556 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183762556 BCX9\">, prevented death and major trauma when jumping from an aircraft.<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW183762556 BCX9\"><span class=\"TextRun SCXW183762556 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183762556 BCX9\"> The study did not find a difference in <\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW183762556 BCX9\"><span class=\"TextRun SCXW183762556 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183762556 BCX9\">outcomes<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW183762556 BCX9\"><span class=\"TextRun SCXW183762556 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183762556 BCX9\">\u00a0between\u00a0<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW183762556 BCX9\"><span class=\"TextRun SCXW183762556 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183762556 BCX9\">the two groups<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW183762556 BCX9\"><span class=\"TextRun SCXW183762556 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183762556 BCX9\">. However, a major limitation<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW183762556 BCX9\"><span class=\"TextRun SCXW183762556 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183762556 BCX9\">\u00a0was\u00a0<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW183762556 BCX9\"><span class=\"TextRun SCXW183762556 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183762556 BCX9\">that<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW183762556 BCX9\"><span class=\"TextRun SCXW183762556 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183762556 BCX9\"> all participants jumped from a motionless (mean velocity 0 km\/h), grounded (mean altitude 0.1 m) plane<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW183762556 BCX9\"><span class=\"TextRun SCXW183762556 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183762556 BCX9\">. Non-participants\u00a0<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW183762556 BCX9\"><span class=\"TextRun SCXW183762556 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183762556 BCX9\">(declined or were ineligible)\u00a0<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW183762556 BCX9\"><span class=\"TextRun SCXW183762556 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183762556 BCX9\">were\u00a0<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW183762556 BCX9\"><span class=\"TextRun SCXW183762556 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183762556 BCX9\">on average moving much faster (<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW183762556 BCX9\"><span class=\"TextRun SCXW183762556 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183762556 BCX9\">800 km\/h) <\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW183762556 BCX9\"><span class=\"TextRun SCXW183762556 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183762556 BCX9\">and were at a much greater altitude<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW183762556 BCX9\"><span class=\"TextRun SCXW183762556 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183762556 BCX9\">\u00a0(<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW183762556 BCX9\"><span class=\"TextRun SCXW183762556 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183762556 BCX9\">9146 m). <\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW183762556 BCX9\"><span class=\"TextRun SCXW183762556 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183762556 BCX9\">Consequently, the results of this trial do not apply to the setting where a parachute may be used in practice (jumping out of an <\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW183762556 BCX9\"><span class=\"TextRun SCXW183762556 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183762556 BCX9\">airbo<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW183762556 BCX9\"><span class=\"TextRun SCXW183762556 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183762556 BCX9\">rn<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW183762556 BCX9\"><span class=\"TextRun SCXW183762556 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183762556 BCX9\">e<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW183762556 BCX9\"><span class=\"TextRun SCXW183762556 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183762556 BCX9\"> plane).<\/span><\/span><\/span><\/em><\/div>\r\n<div class=\"textbox shaded\">\r\n\r\n<em>E.g. #2 <span style=\"text-align: initial;font-size: 0.9em\">PARADIGM-HF was a [pb_glossary id=\"704\"]RCT[\/pb_glossary] assessing the effects of sacubitril-valsartan vs. enalapril in patients with heart failure with reduced ejection fraction (<\/span><a style=\"text-align: initial;font-size: 0.9em\" href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/references\/\">McMurray JJV et al.<\/a><span style=\"text-align: initial;font-size: 0.9em\">). For the [pb_glossary id=\"1517\"]primary outcome[\/pb_glossary] of cardiovascular death or heart failure (HF) hospitalization the [pb_glossary id=\"110\"]HR[\/pb_glossary] was 0.80 (95% <\/span><a style=\"text-align: initial;font-size: 0.9em\" href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/appendix\/\">CI<\/a><span style=\"text-align: initial;font-size: 0.9em\"> 0.73-0.87) in favor of sacubitril-valsartan. To be included, patients were required to have elevated natriuretic peptides, such as a NT-proBNP \u2265600 pg\/mL (or \u2265400 pg\/mL if hospitalized within the last year). This was incorporated as an [pb_glossary id=\"737\"]enrichment criterion[\/pb_glossary] (and not as a therapeutic target), as a higher serum natriuretic peptides concentration is associated with greater risk of HF-related events (<\/span><a style=\"text-align: initial;font-size: 0.9em\" href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/references\/\">Oremus M et al.<\/a><span style=\"text-align: initial;font-size: 0.9em\">), thus increasing trial event rates and reducing the required sample size to detect a difference between groups. However, elevated BNP is not the only prognostic factor in HF, as patients with \u201clow\u201d BNP can still be at high risk of HF hospitalization and death. Consider the following three patients with similar predicted risk (~35%) for HF hospitalization or death at 5 years:<\/span><\/em>\r\n<table class=\"grid\" style=\"border-collapse: collapse;width: 100%;height: 112px\" border=\"0\"><caption>Table 1. Comparison of three patients with similar projected risk of heart failure hospitalization or death.\r\nEstimates calculated using BCN-Bio-HF calculator on hfmedchoice.com<\/caption>\r\n<tbody>\r\n<tr style=\"height: 16px\">\r\n<td style=\"width: 25%;height: 16px;text-align: center\"><em><strong>Characteristic<\/strong><\/em><\/td>\r\n<td style=\"width: 25%;height: 16px;text-align: center\"><em><strong>Patient #1<\/strong><\/em><\/td>\r\n<td style=\"width: 25%;height: 16px;text-align: center\"><em><strong>Patient #2<\/strong><\/em><\/td>\r\n<td style=\"width: 25%;height: 16px;text-align: center\"><em><strong>Patient #3<\/strong><\/em><\/td>\r\n<\/tr>\r\n<tr style=\"height: 16px\">\r\n<td style=\"width: 25%;height: 16px;text-align: center\"><em>Age<\/em><\/td>\r\n<td style=\"width: 25%;height: 16px;text-align: center\"><em>65<\/em><\/td>\r\n<td style=\"width: 25%;height: 16px;text-align: center\"><em>65<\/em><\/td>\r\n<td style=\"width: 25%;height: 16px;text-align: center\"><em>65<\/em><\/td>\r\n<\/tr>\r\n<tr style=\"height: 16px\">\r\n<td style=\"width: 25%;height: 16px;text-align: center\"><em>Sex<\/em><\/td>\r\n<td style=\"width: 25%;height: 16px;text-align: center\"><em>Male<\/em><\/td>\r\n<td style=\"width: 25%;height: 16px;text-align: center\"><em>Male<\/em><\/td>\r\n<td style=\"width: 25%;height: 16px;text-align: center\"><em>Male<\/em><\/td>\r\n<\/tr>\r\n<tr style=\"height: 16px\">\r\n<td style=\"width: 25%;height: 16px;text-align: center\"><em>Ejection Fraction<\/em><\/td>\r\n<td style=\"width: 25%;height: 16px;text-align: center\"><em>35%<\/em><\/td>\r\n<td style=\"width: 25%;height: 16px;text-align: center\"><em>35%<\/em><\/td>\r\n<td style=\"width: 25%;height: 16px;text-align: center\"><em>35%<\/em><\/td>\r\n<\/tr>\r\n<tr style=\"height: 16px\">\r\n<td style=\"width: 25%;height: 16px;text-align: center\"><em>Type 2 Diabetes<\/em><\/td>\r\n<td style=\"width: 25%;height: 16px;text-align: center\"><em>No<\/em><\/td>\r\n<td style=\"width: 25%;height: 16px;text-align: center\"><strong><em>Yes<\/em><\/strong><\/td>\r\n<td style=\"width: 25%;height: 16px;text-align: center\"><em>No<\/em><\/td>\r\n<\/tr>\r\n<tr style=\"height: 16px\">\r\n<td style=\"width: 25%;height: 16px;text-align: center\"><em>NT-proBNP (pg\/mL)<\/em><\/td>\r\n<td style=\"width: 25%;height: 16px;text-align: center\"><em>1000<\/em><\/td>\r\n<td style=\"width: 25%;height: 16px;text-align: center\"><strong><em>100<\/em><\/strong><\/td>\r\n<td style=\"width: 25%;height: 16px;text-align: center\"><strong><em>100<\/em><\/strong><\/td>\r\n<\/tr>\r\n<tr style=\"height: 16px\">\r\n<td style=\"width: 25%;height: 16px;text-align: center\"><em>New York Heart Association Class<\/em><\/td>\r\n<td style=\"width: 25%;height: 16px;text-align: center\"><em>2<\/em><\/td>\r\n<td style=\"width: 25%;height: 16px;text-align: center\"><em>2<\/em><\/td>\r\n<td style=\"width: 25%;height: 16px;text-align: center\"><strong><em>3<\/em><\/strong><\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n<em>Since the [pb_glossary id=\"1111\"]RRR[\/pb_glossary] for this outcome with sacubitril-valsartan compared with an ACE inhibitor is the same regardless of NT-proBNP level, all 3 patients would be expected to have the same [pb_glossary id=\"111\"]absolute benefit[\/pb_glossary] from sacubitril-valsartan despite patients #2 and #3 having NT-proBNP levels below trial inclusion criteria.<\/em>\r\n\r\n<\/div>\r\n<h1>How do the trial interventions differ from those available in my practice?<\/h1>\r\nIntervention considerations:\r\n<ul>\r\n \t<li>Intervention used (e.g. drug, dose, formulation (if relevant), duration)<\/li>\r\n \t<li>Timing of intervention<\/li>\r\n \t<li>Monitoring frequency<\/li>\r\n \t<li>Appropriate comparator<\/li>\r\n \t<li>Co-interventions - either pharmacological or non-pharmacological (e.g. both the intervention and comparator groups receiving lifestyle counselling in a trial evaluating the effects of a medication on weight loss)<\/li>\r\n \t<li>Changes in therapeutics \/ diagnostics since trial publication<\/li>\r\n<\/ul>\r\n<h1>Are the trial outcomes clinically important?<\/h1>\r\nOutcome considerations:\r\n<ul>\r\n \t<li>Clinical relevance of [pb_glossary id=\"123\"]surrogate outcomes[\/pb_glossary]<\/li>\r\n \t<li>Clinical utility of measurement scales<\/li>\r\n \t<li>Consideration of all patient-centered outcomes<\/li>\r\n \t<li>Adequate follow-up duration<\/li>\r\n \t<li>Outcome assessor (i.e. patient or clinician)<\/li>\r\n<\/ul>\r\nWhen assessing the relative importance of outcomes and whether all important outcomes were evaluated it can be useful to construct a hierarchy of outcomes. These are specific to the clinical circumstance and patient preference, but the following is one example of a hierarchical ranking of outcomes:\r\n1) Death or quality of life, depending on the goals of therapy\r\n2) [pb_glossary id=\"41\"]Serious adverse events[\/pb_glossary]\r\n3) Clinically-important morbidity (e.g. heart failure hospitalizations, major bleed, symptom scores), withdrawals due to adverse events\r\n4) Total adverse events, specific adverse events\r\n5) [pb_glossary id=\"123\"]Surrogate markers[\/pb_glossary] (e.g. change in a biomarker, [pb_glossary id=\"755\"]progression-free survival[\/pb_glossary] in oncology trials)\r\n<div class=\"textbox shaded\"><em>E.g. A [pb_glossary id=\"1099\"]systematic review[\/pb_glossary] and quantitative analysis (<a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/references\/\" target=\"_blank\" rel=\"noopener\">Kovic B et al.<\/a>) examined the value of [pb_glossary id=\"755\"]progression-free survival (PFS)[\/pb_glossary] as a surrogate endpoint for predicting health-related quality of life (HR-QoL) in cancer treatment trials. The slope of association between [pb_glossary id=\"755\"]PFS[\/pb_glossary] and global HR-QoL was 0.1 (95% <a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/appendix\/\" target=\"_blank\" rel=\"noopener\">CI<\/a>, \u22120.3 to 0.5), a non-statistically significant result suggesting that PFS is a poor surrogate for HR-QoL. In addition to concerns that [pb_glossary id=\"755\"]PFS[\/pb_glossary] is also an unreliable predictor of overall survival, this casts doubt on the use of [pb_glossary id=\"755\"]PFS[\/pb_glossary] as a predictor of patient important outcomes. Despite this, [pb_glossary id=\"755\"]PFS[\/pb_glossary] remains a key endpoint of many oncology trials, and many oncology drugs are approved based on their impact on PFS without data on HR-QoL or overall survival.<\/em><\/div>\r\n<h1>Does the trial reflect my patients risk of adverse events?<\/h1>\r\nAdverse event considerations:\r\n<ul>\r\n \t<li>Reporting of all clinically important adverse events<\/li>\r\n \t<li>Treatment discontinuations<\/li>\r\n \t<li>Trial site \/ clinician skill with treatment<\/li>\r\n \t<li>Exclusion of patients at elevated risk of adverse events<\/li>\r\n \t<li>Whether the duration of trial was adequate to detect adverse events of interest<\/li>\r\n<\/ul>\r\n<h1>[Randomized Controlled Trials Only] Did the study design have a pre-randomization run-in period?<\/h1>\r\nPresence of a [pb_glossary id=\"308\"]run-in[\/pb_glossary] period will require examination of the proportion of patients excluded during this phase, along with reasons for their exclusion.\r\n\r\nPlacebo [pb_glossary id=\"308\"]run-in periods[\/pb_glossary] are usually used to:\r\n<ul>\r\n \t<li>Obtain a pre-treatment baseline for clinical status (e.g. number of migraines\/month in a trial of migraine prophylaxis)<\/li>\r\n \t<li>Ensure that the participants are sufficiently adherent to the assigned regimen<\/li>\r\n<\/ul>\r\nActive [pb_glossary id=\"308\"]run-in periods[\/pb_glossary] are usually used to:\r\n<ul>\r\n \t<li>Ensure short-term tolerability<\/li>\r\n \t<li>Ensure that the participants are sufficiently adherent to the assigned regimen<\/li>\r\n<\/ul>\r\n<div class=\"textbox shaded\"><em>E.g. PARADIGM-HF (<a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/references\/\" target=\"_blank\" rel=\"noopener\">McMurray JJV et al.<\/a>) was a [pb_glossary id=\"704\"]RCT[\/pb_glossary] assessing the effects of sacubitril\/valsartan vs. enalapril in patients with heart failure with reduced rejection fraction with respect the [pb_glossary id=\"1517\"]primary outcome[\/pb_glossary] of cardiovascular death or heart failure hospitalization. This trial featured a single-blind [pb_glossary id=\"308\"]run-in[\/pb_glossary] with enalapril followed by a single-blind [pb_glossary id=\"308\"]run-in[\/pb_glossary] with sacubitril-valsartan. Approximately 11% of participants were excluded during the [pb_glossary id=\"308\"]run-ins[\/pb_glossary] due to adverse events. After randomization, symptomatic hypotension occurred in 14% of patients receiving sacubitril-valsartan versus 9% of patients receiving enalapril. However, these rates are among patients who were able to tolerate both enalapril and sacubitril-valsartan during the [pb_glossary id=\"308\"]run-in periods[\/pb_glossary], and are therefore likely an underestimate of the true rate of this adverse event among reduced ejection fraction patients newly starting either medication.<\/em><\/div>\r\n<h1>[Systematic Reviews\/Meta-Analyses Only] Was each PICO element sufficiently reported to assess generalizability?<\/h1>\r\nIf the [pb_glossary id=\"323\"]PICO[\/pb_glossary] characteristics are not reported sufficiently, or the review inclusion criteria too broad, it may not be possible to evaluate whether the results apply to a given patient or practice. As such, if the [pb_glossary id=\"323\"]PICO[\/pb_glossary] elements are poorly described or excessively broad, consider looking for another [pb_glossary id=\"1099\"]systematic review[\/pb_glossary] with better reporting and scope.\r\n<div class=\"textbox shaded\"><em>E.g. A [pb_glossary id=\"1101\"]meta-analysis[\/pb_glossary] by <a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/references\/\">Ortiz-Orendain J et al.<\/a> compared antipsychotic polypharmacy vs. antipsychotic monotherapy for the treatment of schizophrenia. The trial inclusion was not restricted based on particular patient characteristics (except being limited to those \u226518 years old), illness characteristics (e.g. severity or duration), treatment setting, nor drug characteristics (e.g. drug, dose, or formulation). Furthermore the results only reported average patient age and treatment setting, with no description of other demographic features nor illness characteristics. As a result, although comprehensive in its breadth, the study included a broad set of disparate studies with heterogeneous comparisons, rendering it difficult to apply the results to practice, or to determine if these patient-specific or treatment characteristics impacted outcomes.<\/em><\/div>\r\n<h1>Do the differences above impede the generalizability of the study findings to my practice?<\/h1>\r\nThere will almost always exist some differences between one's practice and the [pb_glossary id=\"323\"]PICO[\/pb_glossary] of the trial. Use clinical judgement to evaluate whether these differences render the study results inapplicable to your practice or to an individual patient. If there are sufficient differences, then an attempt should be made to predict the effect of these differences (i.e. greater or less efficacy\/harm).\r\n<div class=\"textbox shaded\">\r\n\r\n<em>E.g. LoDoCo2 (<a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/references\/\" target=\"_blank\" rel=\"noopener\">Nidorf SM et al.<\/a>) was a [pb_glossary id=\"704\"]RCT[\/pb_glossary] of colchicine 0.5mg vs. placebo in patients with chronic coronary artery disease. Colchicine reduced the [pb_glossary id=\"1517\"]primary[\/pb_glossary] cardiovascular <a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/chapter\/composite-outcome-was-the-primary-outcome-a-combination-of-outcomes\/\" target=\"_blank\" rel=\"noopener\">composite endpoint<\/a> compared with placebo\u00a0 ([pb_glossary id=\"110\"]HR[\/pb_glossary] 0.7 (95% <a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/appendix\/\" target=\"_blank\" rel=\"noopener\">CI<\/a> 0.6 to 0.8), with an [pb_glossary id=\"111\"]absolute difference[\/pb_glossary] of 1.5% at approximately 2 years.<\/em>\r\n\r\n<em>It is uncertain if these results could translate to cardiovascular benefit in patients without coronary artery disease. Even if colchicine was efficacious in patients without coronary artery disease, the [pb_glossary id=\"111\"]absolute difference[\/pb_glossary] would be anticipated to be lower due to a lower event rate, and the benefit:harm trade-off may in turn also be quite different.<\/em>\r\n\r\n<\/div>","rendered":"<p><a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_713_1653\">Generalizability<\/a> is often understood in terms of <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_713_323\">PICO<\/a>, which is an acronym for &#8220;patient, intervention, comparator, and outcome&#8221;. These are the four basic elements of a study. For instance, a study may examine an elderly population (P) to understand the effects of statin therapy (I) compared to placebo\u00a0(C) in terms of cardiovascular events (O). The following questions are intended to comprehensively address each of these elements.<\/p>\n<p>Most considerations of <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_713_1653\">generalizability<\/a> are independent of study type. So, unless explicitly noted otherwise, the following questions are applicable to both <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_713_704\">randomized controlled trials<\/a> and <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_713_1099\">systematic reviews<\/a>\/<a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_713_1101\">meta-analyses<\/a>.<\/p>\n<h1>Checklist Questions<\/h1>\n<div style=\"text-align: left;\">\n<table class=\"grid\" style=\"height: 162px\">\n<tbody>\n<tr style=\"height: 18px\">\n<td style=\"height: 18px;width: 1361.91px\">How does my practice setting differ from that in the trials?<\/td>\n<\/tr>\n<tr style=\"height: 18px\">\n<td style=\"height: 18px;width: 1361.91px\">How do my patients differ from those included in the trial?<\/td>\n<\/tr>\n<tr style=\"height: 18px\">\n<td style=\"height: 18px;width: 1361.91px\">How do the trial interventions differ from those available in my practice?<\/td>\n<\/tr>\n<tr style=\"height: 18px\">\n<td style=\"height: 18px;width: 1361.91px\">Are the trial outcomes clinically important?<\/td>\n<\/tr>\n<tr style=\"height: 18px\">\n<td style=\"height: 18px;width: 1361.91px\">Does the trial reflect my patients&#8217; risk of adverse events? What differences exist?<\/td>\n<\/tr>\n<tr style=\"height: 18px\">\n<td style=\"height: 18px;width: 1361.91px\">[<a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_713_704\">Randomized controlled trials<\/a> only] Did the study design have a pre-randomization <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_713_308\">run-in period<\/a>?<\/td>\n<\/tr>\n<tr style=\"height: 36px\">\n<td style=\"height: 36px;width: 1361.91px\">[<a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_713_1099\">Systematic reviews<\/a>\/<a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_713_1101\">meta-analyses<\/a> only] Was each element of <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_713_323\">PICO<\/a> (i.e. patient, intervention, comparator, and outcome) sufficiently reported to assess <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_713_1653\">generalizability<\/a>?<\/td>\n<\/tr>\n<tr style=\"height: 18px\">\n<td style=\"width: 1361.91px;height: 18px\">Do the differences above impede the <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_713_1653\">generalizability<\/a> of the study findings to my practice?<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<h1>Does my practice setting differ from that in the trials?<\/h1>\n<p>Setting considerations:<\/p>\n<ul>\n<li>Country and type of healthcare system<\/li>\n<li><a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_713_290\">Primary<\/a>, <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_713_291\">secondary<\/a>, or <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_713_292\">tertiary<\/a> care<\/li>\n<li>Outpatient vs. inpatient<\/li>\n<li>Inpatient unit type<\/li>\n<\/ul>\n<h1>How do my patients differ from those included in the trial?<\/h1>\n<div>\n<p>Patient selection considerations:<\/p>\n<ul>\n<li>Diagnostic methods<\/li>\n<li>Inclusion \/ Exclusion criteria<\/li>\n<li><a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_713_737\">Enrichment strategies<\/a><\/li>\n<li>Proportion of patients not enrolled because of exclusion criteria<\/li>\n<li>Proportion of patients declining to participate<\/li>\n<\/ul>\n<p>Patient characteristic considerations:<\/p>\n<ul>\n<li>Age<\/li>\n<li>Sex\/Gender<\/li>\n<li>Race\/ethnicity<\/li>\n<li>Stage\/severity of disease<\/li>\n<li>Similar underlying pathologies (e.g. patients with a history of hemorrhagic stroke vs. patients with a history of ischemic stroke)<\/li>\n<li>Comorbidities<\/li>\n<li>Past interventions (e.g. proportion of patients previously having tried at least 3 antidepressants)<\/li>\n<li>Interventions at baseline (e.g. the proportion of patients taking aspirin at baseline in a trial of a SGLT2 inhibitor vs. placebo)<\/li>\n<li><span style=\"font-size: 14pt\">Baseline clinical characteristics (e.g. blood pressure, weight)<\/span><\/li>\n<li>Event rate in the control group<\/li>\n<\/ul>\n<\/div>\n<div class=\"textbox shaded\"><em>E.g. #1 <span class=\"TrackChangeTextInsertion TrackedChange SCXW183762556 BCX9\"><span class=\"TextRun SCXW183762556 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183762556 BCX9\">PARACHUTE (<a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/references\/\" target=\"_blank\" rel=\"noopener\">Yeh RW et al.<\/a>) was a parody <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_713_704\">RCT<\/a> e<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW183762556 BCX9\"><span class=\"TextRun SCXW183762556 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183762556 BCX9\">xamining whether the use of parachutes<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW183762556 BCX9\"><span class=\"TextRun SCXW183762556 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183762556 BCX9\">, compared to<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW183762556 BCX9\"><span class=\"TextRun SCXW183762556 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183762556 BCX9\">\u00a0empty backpacks<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW183762556 BCX9\"><span class=\"TextRun SCXW183762556 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183762556 BCX9\">, prevented death and major trauma when jumping from an aircraft.<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW183762556 BCX9\"><span class=\"TextRun SCXW183762556 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183762556 BCX9\"> The study did not find a difference in <\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW183762556 BCX9\"><span class=\"TextRun SCXW183762556 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183762556 BCX9\">outcomes<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW183762556 BCX9\"><span class=\"TextRun SCXW183762556 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183762556 BCX9\">\u00a0between\u00a0<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW183762556 BCX9\"><span class=\"TextRun SCXW183762556 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183762556 BCX9\">the two groups<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW183762556 BCX9\"><span class=\"TextRun SCXW183762556 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183762556 BCX9\">. However, a major limitation<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW183762556 BCX9\"><span class=\"TextRun SCXW183762556 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183762556 BCX9\">\u00a0was\u00a0<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW183762556 BCX9\"><span class=\"TextRun SCXW183762556 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183762556 BCX9\">that<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW183762556 BCX9\"><span class=\"TextRun SCXW183762556 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183762556 BCX9\"> all participants jumped from a motionless (mean velocity 0 km\/h), grounded (mean altitude 0.1 m) plane<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW183762556 BCX9\"><span class=\"TextRun SCXW183762556 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183762556 BCX9\">. Non-participants\u00a0<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW183762556 BCX9\"><span class=\"TextRun SCXW183762556 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183762556 BCX9\">(declined or were ineligible)\u00a0<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW183762556 BCX9\"><span class=\"TextRun SCXW183762556 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183762556 BCX9\">were\u00a0<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW183762556 BCX9\"><span class=\"TextRun SCXW183762556 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183762556 BCX9\">on average moving much faster (<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW183762556 BCX9\"><span class=\"TextRun SCXW183762556 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183762556 BCX9\">800 km\/h) <\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW183762556 BCX9\"><span class=\"TextRun SCXW183762556 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183762556 BCX9\">and were at a much greater altitude<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW183762556 BCX9\"><span class=\"TextRun SCXW183762556 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183762556 BCX9\">\u00a0(<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW183762556 BCX9\"><span class=\"TextRun SCXW183762556 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183762556 BCX9\">9146 m). <\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW183762556 BCX9\"><span class=\"TextRun SCXW183762556 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183762556 BCX9\">Consequently, the results of this trial do not apply to the setting where a parachute may be used in practice (jumping out of an <\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW183762556 BCX9\"><span class=\"TextRun SCXW183762556 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183762556 BCX9\">airbo<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW183762556 BCX9\"><span class=\"TextRun SCXW183762556 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183762556 BCX9\">rn<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW183762556 BCX9\"><span class=\"TextRun SCXW183762556 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183762556 BCX9\">e<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW183762556 BCX9\"><span class=\"TextRun SCXW183762556 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183762556 BCX9\"> plane).<\/span><\/span><\/span><\/em><\/div>\n<div class=\"textbox shaded\">\n<p><em>E.g. #2 <span style=\"text-align: initial;font-size: 0.9em\">PARADIGM-HF was a <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_713_704\">RCT<\/a> assessing the effects of sacubitril-valsartan vs. enalapril in patients with heart failure with reduced ejection fraction (<\/span><a style=\"text-align: initial;font-size: 0.9em\" href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/references\/\">McMurray JJV et al.<\/a><span style=\"text-align: initial;font-size: 0.9em\">). For the <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_713_1517\">primary outcome<\/a> of cardiovascular death or heart failure (HF) hospitalization the <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_713_110\">HR<\/a> was 0.80 (95% <\/span><a style=\"text-align: initial;font-size: 0.9em\" href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/appendix\/\">CI<\/a><span style=\"text-align: initial;font-size: 0.9em\"> 0.73-0.87) in favor of sacubitril-valsartan. To be included, patients were required to have elevated natriuretic peptides, such as a NT-proBNP \u2265600 pg\/mL (or \u2265400 pg\/mL if hospitalized within the last year). This was incorporated as an <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_713_737\">enrichment criterion<\/a> (and not as a therapeutic target), as a higher serum natriuretic peptides concentration is associated with greater risk of HF-related events (<\/span><a style=\"text-align: initial;font-size: 0.9em\" href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/references\/\">Oremus M et al.<\/a><span style=\"text-align: initial;font-size: 0.9em\">), thus increasing trial event rates and reducing the required sample size to detect a difference between groups. However, elevated BNP is not the only prognostic factor in HF, as patients with \u201clow\u201d BNP can still be at high risk of HF hospitalization and death. Consider the following three patients with similar predicted risk (~35%) for HF hospitalization or death at 5 years:<\/span><\/em><\/p>\n<table class=\"grid\" style=\"border-collapse: collapse;width: 100%;height: 112px\">\n<caption>Table 1. Comparison of three patients with similar projected risk of heart failure hospitalization or death.<br \/>\nEstimates calculated using BCN-Bio-HF calculator on hfmedchoice.com<\/caption>\n<tbody>\n<tr style=\"height: 16px\">\n<td style=\"width: 25%;height: 16px;text-align: center\"><em><strong>Characteristic<\/strong><\/em><\/td>\n<td style=\"width: 25%;height: 16px;text-align: center\"><em><strong>Patient #1<\/strong><\/em><\/td>\n<td style=\"width: 25%;height: 16px;text-align: center\"><em><strong>Patient #2<\/strong><\/em><\/td>\n<td style=\"width: 25%;height: 16px;text-align: center\"><em><strong>Patient #3<\/strong><\/em><\/td>\n<\/tr>\n<tr style=\"height: 16px\">\n<td style=\"width: 25%;height: 16px;text-align: center\"><em>Age<\/em><\/td>\n<td style=\"width: 25%;height: 16px;text-align: center\"><em>65<\/em><\/td>\n<td style=\"width: 25%;height: 16px;text-align: center\"><em>65<\/em><\/td>\n<td style=\"width: 25%;height: 16px;text-align: center\"><em>65<\/em><\/td>\n<\/tr>\n<tr style=\"height: 16px\">\n<td style=\"width: 25%;height: 16px;text-align: center\"><em>Sex<\/em><\/td>\n<td style=\"width: 25%;height: 16px;text-align: center\"><em>Male<\/em><\/td>\n<td style=\"width: 25%;height: 16px;text-align: center\"><em>Male<\/em><\/td>\n<td style=\"width: 25%;height: 16px;text-align: center\"><em>Male<\/em><\/td>\n<\/tr>\n<tr style=\"height: 16px\">\n<td style=\"width: 25%;height: 16px;text-align: center\"><em>Ejection Fraction<\/em><\/td>\n<td style=\"width: 25%;height: 16px;text-align: center\"><em>35%<\/em><\/td>\n<td style=\"width: 25%;height: 16px;text-align: center\"><em>35%<\/em><\/td>\n<td style=\"width: 25%;height: 16px;text-align: center\"><em>35%<\/em><\/td>\n<\/tr>\n<tr style=\"height: 16px\">\n<td style=\"width: 25%;height: 16px;text-align: center\"><em>Type 2 Diabetes<\/em><\/td>\n<td style=\"width: 25%;height: 16px;text-align: center\"><em>No<\/em><\/td>\n<td style=\"width: 25%;height: 16px;text-align: center\"><strong><em>Yes<\/em><\/strong><\/td>\n<td style=\"width: 25%;height: 16px;text-align: center\"><em>No<\/em><\/td>\n<\/tr>\n<tr style=\"height: 16px\">\n<td style=\"width: 25%;height: 16px;text-align: center\"><em>NT-proBNP (pg\/mL)<\/em><\/td>\n<td style=\"width: 25%;height: 16px;text-align: center\"><em>1000<\/em><\/td>\n<td style=\"width: 25%;height: 16px;text-align: center\"><strong><em>100<\/em><\/strong><\/td>\n<td style=\"width: 25%;height: 16px;text-align: center\"><strong><em>100<\/em><\/strong><\/td>\n<\/tr>\n<tr style=\"height: 16px\">\n<td style=\"width: 25%;height: 16px;text-align: center\"><em>New York Heart Association Class<\/em><\/td>\n<td style=\"width: 25%;height: 16px;text-align: center\"><em>2<\/em><\/td>\n<td style=\"width: 25%;height: 16px;text-align: center\"><em>2<\/em><\/td>\n<td style=\"width: 25%;height: 16px;text-align: center\"><strong><em>3<\/em><\/strong><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><em>Since the <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_713_1111\">RRR<\/a> for this outcome with sacubitril-valsartan compared with an ACE inhibitor is the same regardless of NT-proBNP level, all 3 patients would be expected to have the same <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_713_111\">absolute benefit<\/a> from sacubitril-valsartan despite patients #2 and #3 having NT-proBNP levels below trial inclusion criteria.<\/em><\/p>\n<\/div>\n<h1>How do the trial interventions differ from those available in my practice?<\/h1>\n<p>Intervention considerations:<\/p>\n<ul>\n<li>Intervention used (e.g. drug, dose, formulation (if relevant), duration)<\/li>\n<li>Timing of intervention<\/li>\n<li>Monitoring frequency<\/li>\n<li>Appropriate comparator<\/li>\n<li>Co-interventions &#8211; either pharmacological or non-pharmacological (e.g. both the intervention and comparator groups receiving lifestyle counselling in a trial evaluating the effects of a medication on weight loss)<\/li>\n<li>Changes in therapeutics \/ diagnostics since trial publication<\/li>\n<\/ul>\n<h1>Are the trial outcomes clinically important?<\/h1>\n<p>Outcome considerations:<\/p>\n<ul>\n<li>Clinical relevance of <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_713_123\">surrogate outcomes<\/a><\/li>\n<li>Clinical utility of measurement scales<\/li>\n<li>Consideration of all patient-centered outcomes<\/li>\n<li>Adequate follow-up duration<\/li>\n<li>Outcome assessor (i.e. patient or clinician)<\/li>\n<\/ul>\n<p>When assessing the relative importance of outcomes and whether all important outcomes were evaluated it can be useful to construct a hierarchy of outcomes. These are specific to the clinical circumstance and patient preference, but the following is one example of a hierarchical ranking of outcomes:<br \/>\n1) Death or quality of life, depending on the goals of therapy<br \/>\n2) <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_713_41\">Serious adverse events<\/a><br \/>\n3) Clinically-important morbidity (e.g. heart failure hospitalizations, major bleed, symptom scores), withdrawals due to adverse events<br \/>\n4) Total adverse events, specific adverse events<br \/>\n5) <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_713_123\">Surrogate markers<\/a> (e.g. change in a biomarker, <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_713_755\">progression-free survival<\/a> in oncology trials)<\/p>\n<div class=\"textbox shaded\"><em>E.g. A <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_713_1099\">systematic review<\/a> and quantitative analysis (<a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/references\/\" target=\"_blank\" rel=\"noopener\">Kovic B et al.<\/a>) examined the value of <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_713_755\">progression-free survival (PFS)<\/a> as a surrogate endpoint for predicting health-related quality of life (HR-QoL) in cancer treatment trials. The slope of association between <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_713_755\">PFS<\/a> and global HR-QoL was 0.1 (95% <a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/appendix\/\" target=\"_blank\" rel=\"noopener\">CI<\/a>, \u22120.3 to 0.5), a non-statistically significant result suggesting that PFS is a poor surrogate for HR-QoL. In addition to concerns that <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_713_755\">PFS<\/a> is also an unreliable predictor of overall survival, this casts doubt on the use of <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_713_755\">PFS<\/a> as a predictor of patient important outcomes. Despite this, <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_713_755\">PFS<\/a> remains a key endpoint of many oncology trials, and many oncology drugs are approved based on their impact on PFS without data on HR-QoL or overall survival.<\/em><\/div>\n<h1>Does the trial reflect my patients risk of adverse events?<\/h1>\n<p>Adverse event considerations:<\/p>\n<ul>\n<li>Reporting of all clinically important adverse events<\/li>\n<li>Treatment discontinuations<\/li>\n<li>Trial site \/ clinician skill with treatment<\/li>\n<li>Exclusion of patients at elevated risk of adverse events<\/li>\n<li>Whether the duration of trial was adequate to detect adverse events of interest<\/li>\n<\/ul>\n<h1>[Randomized Controlled Trials Only] Did the study design have a pre-randomization run-in period?<\/h1>\n<p>Presence of a <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_713_308\">run-in<\/a> period will require examination of the proportion of patients excluded during this phase, along with reasons for their exclusion.<\/p>\n<p>Placebo <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_713_308\">run-in periods<\/a> are usually used to:<\/p>\n<ul>\n<li>Obtain a pre-treatment baseline for clinical status (e.g. number of migraines\/month in a trial of migraine prophylaxis)<\/li>\n<li>Ensure that the participants are sufficiently adherent to the assigned regimen<\/li>\n<\/ul>\n<p>Active <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_713_308\">run-in periods<\/a> are usually used to:<\/p>\n<ul>\n<li>Ensure short-term tolerability<\/li>\n<li>Ensure that the participants are sufficiently adherent to the assigned regimen<\/li>\n<\/ul>\n<div class=\"textbox shaded\"><em>E.g. PARADIGM-HF (<a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/references\/\" target=\"_blank\" rel=\"noopener\">McMurray JJV et al.<\/a>) was a <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_713_704\">RCT<\/a> assessing the effects of sacubitril\/valsartan vs. enalapril in patients with heart failure with reduced rejection fraction with respect the <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_713_1517\">primary outcome<\/a> of cardiovascular death or heart failure hospitalization. This trial featured a single-blind <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_713_308\">run-in<\/a> with enalapril followed by a single-blind <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_713_308\">run-in<\/a> with sacubitril-valsartan. Approximately 11% of participants were excluded during the <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_713_308\">run-ins<\/a> due to adverse events. After randomization, symptomatic hypotension occurred in 14% of patients receiving sacubitril-valsartan versus 9% of patients receiving enalapril. However, these rates are among patients who were able to tolerate both enalapril and sacubitril-valsartan during the <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_713_308\">run-in periods<\/a>, and are therefore likely an underestimate of the true rate of this adverse event among reduced ejection fraction patients newly starting either medication.<\/em><\/div>\n<h1>[Systematic Reviews\/Meta-Analyses Only] Was each PICO element sufficiently reported to assess generalizability?<\/h1>\n<p>If the <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_713_323\">PICO<\/a> characteristics are not reported sufficiently, or the review inclusion criteria too broad, it may not be possible to evaluate whether the results apply to a given patient or practice. As such, if the <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_713_323\">PICO<\/a> elements are poorly described or excessively broad, consider looking for another <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_713_1099\">systematic review<\/a> with better reporting and scope.<\/p>\n<div class=\"textbox shaded\"><em>E.g. A <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_713_1101\">meta-analysis<\/a> by <a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/references\/\">Ortiz-Orendain J et al.<\/a> compared antipsychotic polypharmacy vs. antipsychotic monotherapy for the treatment of schizophrenia. The trial inclusion was not restricted based on particular patient characteristics (except being limited to those \u226518 years old), illness characteristics (e.g. severity or duration), treatment setting, nor drug characteristics (e.g. drug, dose, or formulation). Furthermore the results only reported average patient age and treatment setting, with no description of other demographic features nor illness characteristics. As a result, although comprehensive in its breadth, the study included a broad set of disparate studies with heterogeneous comparisons, rendering it difficult to apply the results to practice, or to determine if these patient-specific or treatment characteristics impacted outcomes.<\/em><\/div>\n<h1>Do the differences above impede the generalizability of the study findings to my practice?<\/h1>\n<p>There will almost always exist some differences between one&#8217;s practice and the <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_713_323\">PICO<\/a> of the trial. Use clinical judgement to evaluate whether these differences render the study results inapplicable to your practice or to an individual patient. If there are sufficient differences, then an attempt should be made to predict the effect of these differences (i.e. greater or less efficacy\/harm).<\/p>\n<div class=\"textbox shaded\">\n<p><em>E.g. LoDoCo2 (<a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/references\/\" target=\"_blank\" rel=\"noopener\">Nidorf SM et al.<\/a>) was a <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_713_704\">RCT<\/a> of colchicine 0.5mg vs. placebo in patients with chronic coronary artery disease. Colchicine reduced the <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_713_1517\">primary<\/a> cardiovascular <a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/chapter\/composite-outcome-was-the-primary-outcome-a-combination-of-outcomes\/\" target=\"_blank\" rel=\"noopener\">composite endpoint<\/a> compared with placebo\u00a0 (<a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_713_110\">HR<\/a> 0.7 (95% <a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/appendix\/\" target=\"_blank\" rel=\"noopener\">CI<\/a> 0.6 to 0.8), with an <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_713_111\">absolute difference<\/a> of 1.5% at approximately 2 years.<\/em><\/p>\n<p><em>It is uncertain if these results could translate to cardiovascular benefit in patients without coronary artery disease. Even if colchicine was efficacious in patients without coronary artery disease, the <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_713_111\">absolute difference<\/a> would be anticipated to be lower due to a lower event rate, and the benefit:harm trade-off may in turn also be quite different.<\/em><\/p>\n<\/div>\n<div class=\"glossary\"><span class=\"screen-reader-text\" id=\"definition\">definition<\/span><template id=\"term_713_1653\"><div class=\"glossary__definition\" role=\"dialog\" data-id=\"term_713_1653\"><div tabindex=\"-1\"><p>Refers to the extent to which the trial results are applicable beyond the patients included in the study. Also known as external validity.<\/p>\n<\/div><button><span aria-hidden=\"true\">&times;<\/span><span class=\"screen-reader-text\">Close definition<\/span><\/button><\/div><\/template><template id=\"term_713_323\"><div class=\"glossary__definition\" role=\"dialog\" data-id=\"term_713_323\"><div tabindex=\"-1\"><p>An acronym for \"patient, intervention, comparator, and outcome\". These are the four basic elements of a study. For instance, a study may examine an elderly population (P) to understand the effects of statin therapy (I) compared to placebo (C) in terms of cardiovascular events (O). Sometimes extended to PICO(T) to include the time at which outcomes were assessed, or (D)PICO to incorporate the study design.<\/p>\n<\/div><button><span aria-hidden=\"true\">&times;<\/span><span class=\"screen-reader-text\">Close definition<\/span><\/button><\/div><\/template><template id=\"term_713_704\"><div class=\"glossary__definition\" role=\"dialog\" data-id=\"term_713_704\"><div tabindex=\"-1\"><p>Randomized controlled trials are those in which participants are randomly allocated to two or more groups which are given different treatments.<\/p>\n<\/div><button><span aria-hidden=\"true\">&times;<\/span><span class=\"screen-reader-text\">Close definition<\/span><\/button><\/div><\/template><template id=\"term_713_1099\"><div class=\"glossary__definition\" role=\"dialog\" data-id=\"term_713_1099\"><div tabindex=\"-1\"><p>A review that systematically identifies all potentially relevant studies on a research question. The aggregate of studies is then evaluated with respect to factors such as risk of bias of individual studies or heterogeneity among results. The qualitative combination of results is a systematic review.<\/p>\n<\/div><button><span aria-hidden=\"true\">&times;<\/span><span class=\"screen-reader-text\">Close definition<\/span><\/button><\/div><\/template><template id=\"term_713_1101\"><div class=\"glossary__definition\" role=\"dialog\" data-id=\"term_713_1101\"><div tabindex=\"-1\"><p>A meta-analysis is a quantitative combination of the data obtained in a systematic review.<\/p>\n<\/div><button><span aria-hidden=\"true\">&times;<\/span><span class=\"screen-reader-text\">Close definition<\/span><\/button><\/div><\/template><template id=\"term_713_308\"><div class=\"glossary__definition\" role=\"dialog\" data-id=\"term_713_308\"><div tabindex=\"-1\"><p>A pre-randomization trial phase where all patients are assigned to active treatment, placebo, or no treatment (observation only). A run-in phase may be implemented for several reasons, including to restrict randomization only to patients who can adhere to study follow-up or treatment, or to exclude patients who cannot tolerate the intervention. Run-in periods by design select a certain subgroup of patients for enrolment, which introduces <a href=\"https:\/\/catalogofbias.org\/biases\/selection-bias\/#:~:text=occurs%20when%20individuals%20or%20groups,in%20an%20association%20or%20outcome.\" target=\"_blank\">selection bias<\/a> (i.e. potential issues with generalizability), which may be important in some cases. Note that this <a href=\"https:\/\/catalogofbias.org\/biases\/selection-bias\/#:~:text=occurs%20when%20individuals%20or%20groups,in%20an%20association%20or%20outcome.\" target=\"_blank\">selection bias<\/a> occurs prior to randomization, and therefore does not introduce differences between randomized groups (i.e. <a href=\"https:\/\/catalogofbias.org\/biases\/allocation-bias\/\" target=\"_blank\">allocation bias<\/a>).<\/p>\n<\/div><button><span aria-hidden=\"true\">&times;<\/span><span class=\"screen-reader-text\">Close definition<\/span><\/button><\/div><\/template><template id=\"term_713_290\"><div class=\"glossary__definition\" role=\"dialog\" data-id=\"term_713_290\"><div tabindex=\"-1\"><p>This is the most accessible healthcare setting where generalist services are provided. For example, a family medicine clinic.<\/p>\n<\/div><button><span aria-hidden=\"true\">&times;<\/span><span class=\"screen-reader-text\">Close definition<\/span><\/button><\/div><\/template><template id=\"term_713_291\"><div class=\"glossary__definition\" role=\"dialog\" data-id=\"term_713_291\"><div tabindex=\"-1\"><p>Healthcare services provided via specialists in settings less advanced than tertiary care. For example, an outpatient cardiology clinic.<\/p>\n<\/div><button><span aria-hidden=\"true\">&times;<\/span><span class=\"screen-reader-text\">Close definition<\/span><\/button><\/div><\/template><template id=\"term_713_292\"><div class=\"glossary__definition\" role=\"dialog\" data-id=\"term_713_292\"><div tabindex=\"-1\"><p>Care provided in a specialized institutional centre. For example, neurosurgery or severe burn treatment.<\/p>\n<\/div><button><span aria-hidden=\"true\">&times;<\/span><span class=\"screen-reader-text\">Close definition<\/span><\/button><\/div><\/template><template id=\"term_713_737\"><div class=\"glossary__definition\" role=\"dialog\" data-id=\"term_713_737\"><div tabindex=\"-1\"><p>A trial strategy to identify populations where the intervention will show the greatest effect. There is no singular method. One method is to enroll subjects and put them all on active treatment, then randomize only those who responded to treatment to either continue active treatment or switch to placebo (withdrawal trial). Another method is to include risk factors for the outcome of interest in the study as inclusion criteria (enrichment criteria) (e.g. recent diabetes trials assessing cardiovascular outcomes have selectively enrolled patients with established atherosclerotic cardiovascular disease (ASCVD) or multiple additional ASCVD risk factors to be included).<\/p>\n<\/div><button><span aria-hidden=\"true\">&times;<\/span><span class=\"screen-reader-text\">Close definition<\/span><\/button><\/div><\/template><template id=\"term_713_1517\"><div class=\"glossary__definition\" role=\"dialog\" data-id=\"term_713_1517\"><div tabindex=\"-1\"><p>A primary outcome is an outcome from which trial design choices are based (e.g. sample size calculations). Primary outcomes are not necessarily the most important outcomes.<\/p>\n<\/div><button><span aria-hidden=\"true\">&times;<\/span><span class=\"screen-reader-text\">Close definition<\/span><\/button><\/div><\/template><template id=\"term_713_110\"><div class=\"glossary__definition\" role=\"dialog\" data-id=\"term_713_110\"><div tabindex=\"-1\"><p>Hazard ratios are a relative measure of effect. Hazards refer to average instantaneous incidence rate at every point during the trial. This differentiates it from other measures, such as relative risk, which rely only on cumulative event rates. See <a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/appendix\/\">here<\/a> for a more detailed discussion.<\/p>\n<\/div><button><span aria-hidden=\"true\">&times;<\/span><span class=\"screen-reader-text\">Close definition<\/span><\/button><\/div><\/template><template id=\"term_713_1111\"><div class=\"glossary__definition\" role=\"dialog\" data-id=\"term_713_1111\"><div tabindex=\"-1\"><p>The difference between two relative risks (RRs). If the intervention has a RR of 70% and the comparator a risk of 100%, then the relative risk reduction is 30% (100% - 70%).<\/p>\n<\/div><button><span aria-hidden=\"true\">&times;<\/span><span class=\"screen-reader-text\">Close definition<\/span><\/button><\/div><\/template><template id=\"term_713_111\"><div class=\"glossary__definition\" role=\"dialog\" data-id=\"term_713_111\"><div tabindex=\"-1\"><p>Absolute risk difference is the risk in one group compared to (minus) the risk in another group over a specified period of time. For example, if the absolute risk of myocardial infarction over 5 years was 15% for the comparator and 10% for the intervention, then the absolute risk difference was 5% (15% - 10%) over 5 years. See <a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/appendix\/\">here<\/a> for further discussion.<\/p>\n<\/div><button><span aria-hidden=\"true\">&times;<\/span><span class=\"screen-reader-text\">Close definition<\/span><\/button><\/div><\/template><template id=\"term_713_123\"><div class=\"glossary__definition\" role=\"dialog\" data-id=\"term_713_123\"><div tabindex=\"-1\"><p>These markers or outcomes act as proxies for clinical outcomes under the assumption that the proxy is sufficiently predictive of the clinical outcome. For example, LDL cholesterol lowering may be used as a surrogate marker for lowering the risk of cardiovascular events. Surrogate markers are typically used because they are more convenient to measure.<\/p>\n<\/div><button><span aria-hidden=\"true\">&times;<\/span><span class=\"screen-reader-text\">Close definition<\/span><\/button><\/div><\/template><template id=\"term_713_41\"><div class=\"glossary__definition\" role=\"dialog\" data-id=\"term_713_41\"><div tabindex=\"-1\"><p>Standardized definition encompassing any adverse event that:<br \/>\n(1) Results in death or is life-threatening;<br \/>\n(2) Requires or prolongs hospitalization;<br \/>\n(3) Results in persistent, significant, or permanent disability or incapacity;<br \/>\n(4) Causes congenital malformation;<br \/>\n(5) Per the clinician's judgement led to an important medical event.<\/p>\n<\/div><button><span aria-hidden=\"true\">&times;<\/span><span class=\"screen-reader-text\">Close definition<\/span><\/button><\/div><\/template><template id=\"term_713_755\"><div class=\"glossary__definition\" role=\"dialog\" data-id=\"term_713_755\"><div tabindex=\"-1\"><p>A measure of time to disease progression or death. This outcome is frequently used in cancer trials where disease progression is typically defined as an increase in radiographic tumor mass above a certain threshold.<\/p>\n<\/div><button><span aria-hidden=\"true\">&times;<\/span><span class=\"screen-reader-text\">Close definition<\/span><\/button><\/div><\/template><\/div>","protected":false},"author":1318,"menu_order":1,"template":"","meta":{"pb_show_title":"on","pb_short_title":"","pb_subtitle":"","pb_authors":[],"pb_section_license":""},"chapter-type":[],"contributor":[],"license":[],"class_list":["post-713","chapter","type-chapter","status-publish","hentry"],"part":703,"_links":{"self":[{"href":"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/wp-json\/pressbooks\/v2\/chapters\/713","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/wp-json\/pressbooks\/v2\/chapters"}],"about":[{"href":"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/wp-json\/wp\/v2\/types\/chapter"}],"author":[{"embeddable":true,"href":"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/wp-json\/wp\/v2\/users\/1318"}],"version-history":[{"count":26,"href":"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/wp-json\/pressbooks\/v2\/chapters\/713\/revisions"}],"predecessor-version":[{"id":1916,"href":"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/wp-json\/pressbooks\/v2\/chapters\/713\/revisions\/1916"}],"part":[{"href":"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/wp-json\/pressbooks\/v2\/parts\/703"}],"metadata":[{"href":"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/wp-json\/pressbooks\/v2\/chapters\/713\/metadata\/"}],"wp:attachment":[{"href":"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/wp-json\/wp\/v2\/media?parent=713"}],"wp:term":[{"taxonomy":"chapter-type","embeddable":true,"href":"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/wp-json\/pressbooks\/v2\/chapter-type?post=713"},{"taxonomy":"contributor","embeddable":true,"href":"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/wp-json\/wp\/v2\/contributor?post=713"},{"taxonomy":"license","embeddable":true,"href":"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/wp-json\/wp\/v2\/license?post=713"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}