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Asking Simple Questions and Doing Cutting Edge Clinical Trials. Sidhartha Tan, MD Clinical Professor Department of Pediatrics NorthShore University HealthSystem and University of Chicago. The Problem with Doing Clinical Trials.
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Asking Simple Questions and Doing Cutting Edge Clinical Trials Sidhartha Tan, MD Clinical Professor Department of Pediatrics NorthShore University HealthSystem and University of Chicago
The Problem with Doing Clinical Trials • Pubmed search for “Saudi Arabia neonatology” yields 4 publications in 2010. • “Saudi Arabia and newborn” 48 in 2010. • It is not too difficult if you ask the right questions and do the correct methodology.
Clinical Trials • Harder to do than bench research. • All big clinical trials in Neonatology want Neurodevelopmental follow up, but it takes too long. • Phase III trials take a huge number of subjects. • One NICU has few patients per year. • Takes a lot of time and effort.
Scientist I question everything Evangelical I question nothing Fundamentalist I answer everything
Ask Simple Questions • There is a lot unknown in neonatology. • Witness the diversity of opinion of how each neonatologist and NICU differs from one another. • Even well established fields generate a lot of questions.
Ask the Right Question • Question could be answered by a literature search. ALWAYS DO A LITERATURE SEARCH FIRST. • The best place to find simple questions is the end of discussion of manuscripts. • Ask an expert who may have an opinion that is the basis of experience. • A clinical trial may already have been done, e.g. pharmaceutical company that developed the drug in question.
Ask the Right Question • Seek the simplest variable. • Ask a specific question. • Do not try to ask a global question. • The more variables, the more complicated the study.
Ask the Right Question • Ask questions that can be answered. • Can the right controls be obtained? • Do not fall into the trap of only comparing with existing therapy.
Ask the Right Question • A good starting point is to look at existing protocols in the NICU. • Now you want to improve the protocols. • Pick one question, one variable to test, and divide your NICU into half (time, space, caretakers).
Avoiding Bias • Blinding • Randomization • Time, space, caretakers
Single blind Patient blinded • Double blind Patient and caretaker blinded • Triple blind Patient and caretaker and support staff blinded
Randomization • Good way to avoid bias. • Sometimes have to consider what statistical test is undertaken at the end to consider what type of randomization.
Hypothesis 1 A lower oxygen saturation would reduce the incidence of bad outcome among extreme premature infants
Hypothesis 2 Primary peritoneal drainage improves survival 90 days postoperatively as compared with laparotomy and resection for very-low-birth-weight (less than 1500 g) premature infants with perforated necrotizing enterocolitis
The Right Controls • What controls would you use? • A starting point is the old way of doing things. • So simple straightforward testing of a new target versus the old way of doing things.
Randomization • What randomization would you use? • If use simple randomization, in a small study may not get equal numbers in both groups • So use block randomization. Blocks of Treatment A and Treatment B. • Block of 4: 6 combinations of AABB, ABBA, BBAA, BAAB, ABAB, BABA. • At end of each block, evenly balanced groups
Randomization • How about different age groups? • Separate blocks for different age groups. • Note the decision for grouping matters. If group less than 30 weeks and >30 weeks, stratified block randomization will not get equivalent groups in 28 and 29 weeks gestation.
Randomization Strategies • Date of birth. • Order of entry into NICU. • Day of week admitted. • Odd, even hour born. • Room number. Are these strategies appropriate?
Single blind Patient blinded • Double blind Patient and caretaker blinded • Triple blind Patient and caretaker and support staff blinded
Blinding Problem • Oxygen saturation is available to everyone. • How will you blind the caretakers testing Hypothesis 1? • Different populations may be favored by old way of doing things. • How do you blind laparotomy/peritoneal drainage in Hypothesis 2?
1 2
Support Trial for Target Oxygen Saturation • Low oxygen saturation : 85-89%. • Control oxygen saturation: 91-95%. • Infants born 24 0/7 to 27 6/7 weeks. • Permuted-block randomization • Stratification according to center and gestational age group. • 24 0/7 to 25 6/7 and 26 0/7 to 27 6/7 weeks.
Support Trial for Target Oxygen Saturation Composite outcome of severe retinopathy of prematurity or death Choose endpoint carefully.
Peritoneal Drainage vs Laparotomy • Target: Peritoneal Drainage • Control: Laparotomy with intestinal resection • Infants <1500 g. • Permuted-block randomization • Stratification according to birth weight. • <1000 g and 1000-1499 g.
Peritoneal Drainage vs Laparotomy Primary Outcome: Survival
The Right Controls • Blinding was maintained in SUPPORT with the use of electronically altered pulse oximeters that showed saturation levels of 88 to 92% for both targets • For example, a reading of 90% corresponded to actual 87% in the group assigned to lower oxygen saturation (85 to 89%) and 93% in the group assigned to higher oxygen saturation (91 to 95%).
Difficulty in Controls • In the NEC trial, laparotomy patients could undergo a second laparotomy. • Peritoneal drainage patients could undergo a second drain and protocol allowed laparotomy. Early laparotomy was allowed for but “did not encourage”. Laparotomy allowed for stricture or bowel obstruction.
Protection of Patients • In SUPPORT, Oxygen-saturation reading gradually changed and reverted to actual (nonskewed) values when it was less than 84% or higher than 96% in both treatment groups. • In NEC trial, repeat procedures were allowed. Data and monitoring safety board analyzed data at mid-point.
Outcome of Support Trial Best of intentions are not enough
Single blind Patient blinded • Double blind Patient and caretaker blinded • Triple blind Patient and caretaker and support staff blinded
Verify Blinding • Outside person not connected or affected by study needs to check if blinding is working.
Outcome of NEC Trial • Mortality not different between Peritoneal Lavage (34.5%) and Laparotomy (35.5%). • Dependence on TPN at 90 days not different (47.2% vs 40%). • No difference in hospital stay (126±58 vs 116±56 days).
Conclusions • Ask a simple question. • Think about what is achievable. • Choose the end-points carefully. • Choose the correct controls. • Check the statistical test to be used. • Randomization to avoid bias. • Blind all caretakers.
Epidemiological Studies • Randomized clinical trial • Cohort study • Case-control study • Case series • Case reports
RCT Advantages Disadvantages • Most convincing design • Only design that controls for unknown/unmeasurable confounders • Most expensive • Artificial • Logistically most difficult • Ethical objections
Cohort Study Advantages Disadvantages • Can study multiple outcomes • Can study uncommon exposures • Selection bias less likely • Unbiased exposure data • Incidence data available • Possibly biased outcome data • More expensive • If done prospectively may take years to complete • Need to make sure that cases and controls did not have the outcome to begin with.
Case-Control Study Advantages Disadvantages • Can study multiple outcomes • Can study uncommon exposures • Logistically easier and faster • Less expensive • Well suited to rare and long latency diseases • Rapid to initiate and conduct. • Control selection problematic • Possibly biased exposure data • Always retrospective. • As good as the data base: Beware of “Garbage in, garbage out”.
Observation About a fifth of apnea occur with gastroesophageal reflux.
Hypothesis Gastroesophageal reflux would prolong duration of apnea when they occur together
Methods • an overnight bedside cardiorespiratory monitoring study done on patients with GER with or without apnea. • respiratory inductance plethysmography, • oxygen saturation (SaO2), • pulse wave form, • heart rate • esophageal pH (electrode confirmed by X-ray) • Retrospective study • Scoring done by counting apnea (respiratory arrest >10 sec) 30 seconds before, during or after episode of GER.
Study Characteristics • Controls? • Blinding? • Randomization?
Study Characteristics • Controls: Own controls. Comparing 30 sec period before GER to during and after GER. • Blinding: Scorer could not be blinded to GER. • Randomization: None.
Results Apnea>15 sec Apnea>10 sec Before During After Before During After 83 of 119 infants 27 of 119 infants No difference
Type II error • Post hoc analysis: Power of 80% to detect increaseof 25% of apnea in response to GER with α=0.05 for 27 patients. • The power of a hypothesis test is the probability of rejecting the null hypothesis when the null hypothesis is false. • The 3 requisites of power. • Was the effect size clinically meaningful? • Standard deviation • Number of patients that can be enrolled.
Results S.D. 27 of 119 infants No difference