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STATS AND TRIALS STUFF
Anthony Delaney MBBS MSc FACEM FCICM
Staff Specialist Malcolm Fisher Department of Intensive Care Medicine
Disclaimer
 I ain’t a statistician
 More of an enthusiastic amateur
So…..
 Difference between mortality and survival?
 How to interpret a “negative” trial result?
Mortality or survival?
 Mortality:
 Number of deaths/number at risk at the end of a
period of time
 28 day mortality
 Rate
 Survival:
 Time to event analysis
 How long it takes for the event to happen
 If you have survived for x time, what are your chances
of dying in x+1 time
 Hazard
 Population:
 >18 yo
 Source of infection
 Temperature >38.3oC or <35.6oC
 Heart rate > 90bpm
 SBP <90 mmHg for 1 hour if adequate fluids and some pressors
 Urine output <0.5 ml/kg/hr for > 1 hr or PaO2/FiO2 <280
 Lactate >2 mmol/L
 Ventilated
 Excluded:
 pregnant, contra/indication to steroids, advanced cancer, AMI, PE,
AIDS,
 Intervention:
 Hydrocortisone mg q6h ivi
 Fludrocortisone 50mg po daily
 For 7 days
 Comparison:
 Placebo
 For 7 days
 Outcome:
 The primary endpoint was the 28-day survival
distribution from randomisation in non-
responders to the short corticotropin test
 Point one
 Post-randomisation sub groups are dubious
 Is the subgroup variable a characteristic
measured at baseline or after
randomisation?
 “The credibility of subgroup hypotheses based on
post-randomisation characteristics is severely
compromised, and can be rejected simply on this
criterion”
 Subdivision of patients in ISIS-2 with
respect to birth signs
 Gemini and Libra shows an adverse effect on
mortality
 Results:
 300 participants
 In non-responders
 Placebo 73/115 (63%)
 Steroids 60/114 (53%)
 Hazard ratio 0.67 95% CI 0.47-0.95; P=0.02
 Conclusion:
 Treatment with hydrocortisone and fludrocortisone
significantly reduced the risk of death in patients
with septic shock and adrenal insufficiency
Date of download: 9/11/2013
Copyright © 2012 American Medical
Association. All rights reserved.
From: Effect of Treatment With Low Doses of Hydrocortisone and Fludrocortisone on Mortality in Patients With
Septic Shock
JAMA. 2002;288(7):862-871. doi:10.1001/jama.288.7.862
Results are according to the response to the short corticotropintest. In nonresponders, the median time to death was 12 days in the
placeboand 24 days in the corticosteroid groups; in responders, 14 days in the placeboand 16.5 days in the corticosteroid groups;
and in all patients, 13 days inthe placebo and 19.5 in the corticosteroid groups.
Figure Legend:
 In nonresponders, the median time to
death was 12 days in the placebo and
24 days in the corticosteroid groups;
 in responders, 14 days in the placebo
and 16.5 days in the corticosteroid
groups;
 and in all patients, 13 days in the
placebo and 19.5 in the corticosteroid
groups.
Mortality or Survival
Time (days)
28
Survival
1.0
0.5
 i
 How big a difference in mortality do you
think putting a tracheostomy in at Day 4
compared to Day 10 would make on 30 day
mortality?
 50% RRR (15% ARR)
 25% RRR (7.5% ARR)
 10% RRR (3% ARR)
 5% RRR (1.5% ARR)
“Negative trials”
 n
 Population:
 Mechanically ventilated adults
 Had been ventilated for 4 days and thought to
require at least 7 more days of ventilation
 Excluded:
 Those requiring a tracheostomy, contraindication to
tracheostomy, respiratory failure due to chronic
neurological disease
 Intervention:
 Trachesotomy by Day 4
 Comparison:
 Tracheostomy after Day 10 if still required
 Outcome:
 All cause mortality 30 days from randomisation
 Sample Size Calculation:
 Baseline mortality of 30%
 Absolute risk reduction 6.3% (21% RRR)
 Power 80%
 Alpha 5%
 4% loss to follow up
 N=1692
 Due to study fatigue and exhaustion of
funding
 N=899
 “Tracheostomy within 4 days of critical
care admission was not associated with
an improvement in 30 day mortality”
 We are 95% certain that early
tracheostomy might be between
 5.4% worse to 6.7% better in absolute risk
 About 20% better or worse in terms of relative
risk
 6.3% of patients had a complication of
tracheostomy
 53% of patients who were randomised to
delayed trache didn’t need one
 2 year mortality was 52.3%
 Only 5 lost to follow up
 Conclusions:
 Unable to rule out a clinically important difference
between early and late trache
 It probably doesn’t make a big difference to
mortality
 Unknown about patient perspective
 Useful information about the patient cohort
 Not really a “negative trial”
QUESTIONS??

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ICU Stats and Trials Insights

  • 1. STATS AND TRIALS STUFF Anthony Delaney MBBS MSc FACEM FCICM Staff Specialist Malcolm Fisher Department of Intensive Care Medicine
  • 2. Disclaimer  I ain’t a statistician  More of an enthusiastic amateur
  • 3. So…..  Difference between mortality and survival?  How to interpret a “negative” trial result?
  • 4. Mortality or survival?  Mortality:  Number of deaths/number at risk at the end of a period of time  28 day mortality  Rate  Survival:  Time to event analysis  How long it takes for the event to happen  If you have survived for x time, what are your chances of dying in x+1 time  Hazard
  • 5.  Population:  >18 yo  Source of infection  Temperature >38.3oC or <35.6oC  Heart rate > 90bpm  SBP <90 mmHg for 1 hour if adequate fluids and some pressors  Urine output <0.5 ml/kg/hr for > 1 hr or PaO2/FiO2 <280  Lactate >2 mmol/L  Ventilated  Excluded:  pregnant, contra/indication to steroids, advanced cancer, AMI, PE, AIDS,
  • 6.  Intervention:  Hydrocortisone mg q6h ivi  Fludrocortisone 50mg po daily  For 7 days  Comparison:  Placebo  For 7 days
  • 7.  Outcome:  The primary endpoint was the 28-day survival distribution from randomisation in non- responders to the short corticotropin test
  • 8.  Point one  Post-randomisation sub groups are dubious
  • 9.  Is the subgroup variable a characteristic measured at baseline or after randomisation?  “The credibility of subgroup hypotheses based on post-randomisation characteristics is severely compromised, and can be rejected simply on this criterion”
  • 10.  Subdivision of patients in ISIS-2 with respect to birth signs  Gemini and Libra shows an adverse effect on mortality
  • 11.
  • 12.  Results:  300 participants  In non-responders  Placebo 73/115 (63%)  Steroids 60/114 (53%)  Hazard ratio 0.67 95% CI 0.47-0.95; P=0.02  Conclusion:  Treatment with hydrocortisone and fludrocortisone significantly reduced the risk of death in patients with septic shock and adrenal insufficiency
  • 13. Date of download: 9/11/2013 Copyright © 2012 American Medical Association. All rights reserved. From: Effect of Treatment With Low Doses of Hydrocortisone and Fludrocortisone on Mortality in Patients With Septic Shock JAMA. 2002;288(7):862-871. doi:10.1001/jama.288.7.862 Results are according to the response to the short corticotropintest. In nonresponders, the median time to death was 12 days in the placeboand 24 days in the corticosteroid groups; in responders, 14 days in the placeboand 16.5 days in the corticosteroid groups; and in all patients, 13 days inthe placebo and 19.5 in the corticosteroid groups. Figure Legend:
  • 14.  In nonresponders, the median time to death was 12 days in the placebo and 24 days in the corticosteroid groups;  in responders, 14 days in the placebo and 16.5 days in the corticosteroid groups;  and in all patients, 13 days in the placebo and 19.5 in the corticosteroid groups.
  • 15. Mortality or Survival Time (days) 28 Survival 1.0 0.5
  • 16.
  • 17.  i
  • 18.
  • 19.  How big a difference in mortality do you think putting a tracheostomy in at Day 4 compared to Day 10 would make on 30 day mortality?  50% RRR (15% ARR)  25% RRR (7.5% ARR)  10% RRR (3% ARR)  5% RRR (1.5% ARR)
  • 21.  Population:  Mechanically ventilated adults  Had been ventilated for 4 days and thought to require at least 7 more days of ventilation  Excluded:  Those requiring a tracheostomy, contraindication to tracheostomy, respiratory failure due to chronic neurological disease
  • 22.  Intervention:  Trachesotomy by Day 4  Comparison:  Tracheostomy after Day 10 if still required  Outcome:  All cause mortality 30 days from randomisation
  • 23.  Sample Size Calculation:  Baseline mortality of 30%  Absolute risk reduction 6.3% (21% RRR)  Power 80%  Alpha 5%  4% loss to follow up  N=1692
  • 24.  Due to study fatigue and exhaustion of funding  N=899
  • 25.
  • 26.  “Tracheostomy within 4 days of critical care admission was not associated with an improvement in 30 day mortality”
  • 27.  We are 95% certain that early tracheostomy might be between  5.4% worse to 6.7% better in absolute risk  About 20% better or worse in terms of relative risk
  • 28.  6.3% of patients had a complication of tracheostomy  53% of patients who were randomised to delayed trache didn’t need one  2 year mortality was 52.3%  Only 5 lost to follow up
  • 29.  Conclusions:  Unable to rule out a clinically important difference between early and late trache  It probably doesn’t make a big difference to mortality  Unknown about patient perspective  Useful information about the patient cohort  Not really a “negative trial”