1 Study F1K-MC-EVAD: Relative Risk under Original and Amended Protocols Interaction P-Value Amended Protocol Original ProtocolPatient Population 0.500.770.87Sites.

Slides:



Advertisements
Similar presentations
Panel Discussion 1 George Williams Amgen. Barbara Tilley - Sample Size Estimation… Key point – considering both short term benefit of symptomatic treatment.
Advertisements

If we use a logistic model, we do not have the problem of suggesting risks greater than 1 or less than 0 for some values of X: E[1{outcome = 1} ] = exp(a+bX)/
University of Minnesota – School of Nursing Spring Research Day Glycemic Control of Critically Ill Patients Lynn Jensen, RN; Jessica Swearingen, BCPS,
Health Outcomes Research and Policy Center Joseph Thomas III, M.S., Ph.D., FAPhA.
V.: 9/7/2007 AC Submit1 Statistical Review of the Observational Studies of Aprotinin Safety Part I: Methods, Mangano and Karkouti Studies CRDAC and DSaRM.
Delay from Testing HIV Positive until First HIV Care for Drug Users: Adverse Consequences and Possible Solutions Barbara J Turner MD, MSEd* John Fleishman.
Severe Sepsis Initial recognition and resuscitation
EFFICACY AND SAFETY OF RECOMBINANT HUMAN ACTIVATED PROTEIN C FOR SEVERE SEPSIS (PROWESS) GORDONR. BERNARD, M.D. et al. The New England Journal of Medicine.
ODAC May 3, Subgroup Analyses in Clinical Trials Stephen L George, PhD Department of Biostatistics and Bioinformatics Duke University Medical Center.
Is low-dose Aspirin use associated with a reduced risk of colorectal cancer ? a QResearch primary care database analysis Prof Richard Logan, Dr Yana Vinogradova,
Journal Club Alcohol, Other Drugs, and Health: Current Evidence January–February 2009.
PH6415 Review Questions. 2 Question 1 A journal article reports a 95%CI for the relative risk (RR) of an event (treatment versus control as (0.55, 0.97).
Chapter 11 Survival Analysis Part 2. 2 Survival Analysis and Regression Combine lots of information Combine lots of information Look at several variables.
Journal Club Alcohol, Other Drugs, and Health: Current Evidence March–April 2015.
BS704 Class 7 Hypothesis Testing Procedures
1 Journal Club Alcohol, Other Drugs, and Health: Current Evidence November–December 2010.
1 25th ECCMID , Munich, Germany Magnitude of bacteremia predicts one-year mortality Kim O. Gradel 1, Henrik C. Schønheyder 1,2, Mette Søgaard 1,
TOTAL Stroke in the TOTAL trial: Randomized trial of manual aspiration Thrombectomy in STEMI TOTAL Trial Investigators.
Sample Size Determination
Dexmedetomidine vs Midazolam for Sedation of Critically Ill Patients A Randomized Trial Journal Club 09/01/11 JAMA, February 4, 2009—Vol 301, No
T-PA in Treatment of Acute Stroke: What We Know From NINDS 2004 vs 2000 Sidney Starkman, MD Departments of Emergency Medicine and Neurology, UCLA UCLA.
Analysis of Complex Survey Data
1 One Year Post-Exclusivity Adverse Event Review: Ertapenem Pediatric Advisory Committee Meeting November 16, 2006 Alan M. Shapiro, MD, PhD, FAAP Medical.
1 Telba Irony, Ph.D. Mathematical Statistician Division of Biostatistics Statistical Analysis of InFUSE  Bone Graft/LT-Cage Lumbar Tapered Fusion Device.
Essentials of survival analysis How to practice evidence based oncology European School of Oncology July 2004 Antwerp, Belgium Dr. Iztok Hozo Professor.
Sarah Struthers, MD March 19, 2015
Drotrecogin alfa (activated) Randy Wax, MD, FRCP(C) Staff Intensivist and Education Director Mount Sinai Hospital Department of Medicine University of.
Intensive versus Conventional Glucose Control in Critical Ill Patients N Engl J Med 2009; 360: 雙和醫院 劉慧萍藥師.
ACTIVE Clopidogrel plus Aspirin versus Aspirin in Patients Unsuitable for Warfarin.
Workshop for Setting Regional and National Road Traffic Causality Reduction Targets in the ESCWA Region 16-17June, 2009 Abu Dhabi, United Arab Emirates.
Antidepressants and Suicidality in Adults: Statistical Evaluation Mark Levenson, Ph.D.* and Chris Holland, M.S. Statistical Safety Reviewers Quantitative.
Influence of Comorbid Depression and Antidepressant Treatment on Mortality for Medicare Beneficiaries with Chronic Obstructive Pulmonary Disease by SSDI-eligibility.
Monthly Journal article review: Vimmi Kang PGY 2
ACAMPROSATE Efficacy Results from Three Pivotal Efficacy Trials Karl F. Mann, M.D. Professor and Chairman Director, Department of Addictive Behavior and.
Ulla Lønberg – International Safety & Pharmacovigilance – H. Lundbeck A/S21-Feb-2007 Data Monitoring Committees.
Analysis Section Research Design. Protocol Overview Background4-5 pages Question/Objective/Hypothesis4 lines Design4-20 lines Study Population0.5-1 page.
Biologics License Application: Recombinant Human Activated Protein C (rhAPC) [drotrecogin alfa (activated)] Xigris™ for Severe Sepsis Anti-Infective Advisory.
HSRP 734: Advanced Statistical Methods July 17, 2008.
Introduction to Survival Analysis Utah State University January 28, 2008 Bill Welbourn.
A GIS Approach to Staphylococcus Associated Mortality in Texas in 2005 By Samuel F. Barker, MT School of Rural Public Health Texas A&M Health Science Center.
CREATE Biostatistics Core THRio Statistical Considerations Analysis Plan.
1 THE ROLE OF COVARIATES IN CLINICAL TRIALS ANALYSES Ralph B. D’Agostino, Sr., PhD Boston University FDA ODAC March 13, 2006.
A Comparison of Sevelamer and Calcium-Based Phosphate Binders on Mortality, Hospitalization, and Morbidity in Hemodialysis: A Secondary Analysis of the.
Lecture 9: Analysis of intervention studies Randomized trial - categorical outcome Measures of risk: –incidence rate of an adverse event (death, etc) It.
Top Papers in Critical Care 2013 Janna Landsperger RN, MSN, ACNP-BC.
Some Design Issues in Microbicide Trials August 20, 2003 Thomas R. Fleming, Ph.D. Professor and Chair of Biostatistics University of Washington FDA Antiviral.
Raghavan Murugan, MD, MS, FRCP Associate Professor of Critical Care Medicine, and Clinical & Translational Science Core Faculty, Center for Critical Care.
A Claims Database Approach to Evaluating Cardiovascular Safety of ADHD Medications A. J. Allen, M.D., Ph.D. Child Psychiatrist, Pharmacologist Global Medical.
Satistics 2621 Statistics 262: Intermediate Biostatistics Jonathan Taylor and Kristin Cobb April 20, 2004: Introduction to Survival Analysis.
Statistical Review of P Acorn’s CorCap Cardiac Support Device
1 EFFICACY OF SHORT COURSE AMOXICILLIN FOR NON-SEVERE PNEUMONIA IN CHILDREN (Hazir T*, Latif E*, Qazi S** AND MASCOT Study Group) *Children’s Hospital,
1 Using dynamic path analysis to estimate direct and indirect effects of treatment and other fixed covariates in the presence of an internal time-dependent.
Copenhagen University Hospital Rigshospitalet, Denmark
1 Statistical Review of the Observational Studies of Aprotinin Safety Part II: The i3 Drug Safety Study CRDAC and DSaRM Meeting September 12, 2007 P. Chris.
PCRRT Multi-Center Registry Data Effective April 1, 2002 Multi-Center Pediatric CRRT Registry Stuart L. Goldstein, MD Assistant Professor of Pediatrics.
Session 6: Other Analysis Issues In this session, we consider various analysis issues that occur in practice: Incomplete Data: –Subjects drop-out, do not.
CV-1 Trial 709 The ISEL Study (IRESSA ® Survival Evaluation in Lung Cancer) Summary of Data as of December 16, 2004 Kevin Carroll, MSc Summary of Data.
CB-1 Background of Pancreatic Cancer & NCIC CTG PA.3 Study Design Malcolm Moore, MD Professor of Medicine and Pharmacology Princess Margaret Hospital Chair,
1 Pulminiq™ Cyclosporine Inhalation Solution Pulmonary Drug Advisory Committee Meeting June 6, 2005 Statistical Evaluation Statistical Evaluation Jyoti.
Gary L. Kamer Statistician OSB/DBS. 2 Statistical Issues at Time of PMA Review Clinical Study Design Excess All-cause Late Mortality (31 to 365 days)
ASENT/ISCTM, Feb 23 rd, 2012, Washington DC, USA Pharmaceuticals & Medical Devices Agency Pediatric Drug Development for Neuro-Psychiatric Diseases Yoshiaki.
Towards Global Eminence K Y U N G H E E U N I V E R S I T Y j 내과 R2 이지영.
Early Surgery versus Conventional Treatment for Infective Endocarditis
The Importance of Adequately Powered Studies
Copenhagen University Hospital Rigshospitalet, Denmark
Watching From Above: The Role of the DSMB
Late Follow-Up from the PARTNER Aortic Valve-in-Valve Registry
Statistical considerations for the Nipah virus treatment study
Statistical considerations for the Nipah virus treatment study
Scott Berry, PhD Berry Consultants
Presentation transcript:

1 Study F1K-MC-EVAD: Relative Risk under Original and Amended Protocols Interaction P-Value Amended Protocol Original ProtocolPatient Population Sites Enrolling under Both Protocols Entire Population Relative Risk

2 Study F1K-MC-EVAD: Relative Risk by Site Enrollment (970)0.94 (720)164 (1690)All Sites (887)0.89 (664)105 (1551)  (718)0.86 (537)62 (1255)  (956) 20 (655) 11 (457) No. of Sites (no. of patients) Interaction P-Value Amended Protocol (no. of patients) Original Protocol (no. of patients) Site Enrollment (539)0.79 (417)  (364)0.84 (291)  (255)0.91 (202)  25 Relative Risk

3 Study F1K-MC-EVAD: Mortality by Type of Clinical Trial Material

4 Study F1K-MC-EVAD: Cox Regression Analysis by Baseline and Any Heparin Exposure Placebo Patients

5 Study F1K-MC-EVAD: Patient Populations within First APACHE II Quartile – IL-6 Level

6 Study F1K-MC-EVAD: Location and Functional Status – Original vs Amended Protocol

7 Study F1K-MC-EVAD: Safeguards to Maintain Study Blind during Conduct of Interim Analyses Patient entered at investigative site External CRO provides randomized treatment code to unblinded pharmacist at site Unblinded pharmacist provides drotrecogin alfa (activated) or placebo to investigator Patient receives study drug and up to 28 days of follow-up Data management functions performed by Lilly blinded to patient treatment codes Blinded interim analysis data sets prepared by Lilly and sent to external statistical services organization (SSO) SSO merged patient treatment codes provided by CRO and prepared interim analysis reports SSO provided interim analysis reports to DSMB DSMB provides recommendation to Lilly

8 Study F1K-MC-EVAD: Mortality by Adequate Use of Antibiotics (CEC)

9 Study F1K-MC-EVAD: Mortality by Culture or Blood Culture (CEC)

10 Study F1K-MC-EVAD: Stepwise Multiple Logistic Regression Common approach to model selection Model provides probability of death estimates based on important covariates and treatment Intuitively, covariates are included based on their explanatory "value" Assess evidence of potential differential treatment effects with drotrecogin alfa (activated) accounting for the condition of the patient from multiple perspectives

11 Study F1K-MC-EVAD: Stepwise Multiple Logistic Regression 21 variables considered for inclusion Demographics: age, gender, origin, geographic region Patient location prior to hospitalization, co- morbidity status, functional dependency status Infection site and type, surgical status Clinical markers: APACHE II, number of organ failures, renal SOFA score, respiratory SOFA score, cardiovascular SOFA score, ventilation status, shock status Biochemical markers: Protein C activity, prothrombin time, APTT, log IL

12 Treatment required in model All two-factor interactions (e.g., age by treatment, age by gender) included in stepwise procedure Schwartz criterion chosen as method to select terms Forward and backward steps Goodness-of-fit assessed using the Hosmer- Lemeshow chi-square statistic Study F1K-MC-EVAD: Stepwise Multiple Logistic Regression

13 Following covariates retained in model Age APACHE II score PT, log IL-6 Dependency status, urosepsis or not Goodness-of-fit statistic supports model's adequacy (p=0.50) Estimated constant 40.2% increase in the odds of survival with drotrecogin alfa (activated) across the population No interaction terms –no treatment-by-covariate interactions Study F1K-MC-EVAD: Stepwise Multiple Logistic Regression Results

14 Study F1K-MC-EVAD: Data Safety Monitoring Board Members Steven Opal, M.D. (Chairman) Professor of Medicine, Brown University Edward Abraham, M.D. Professor of Medicine, Division of Pulmonary Sciences and Critical Care Medicine, University of Colorado Health Science Center Steve Lowry, M.D. Chairman and Professor, University of Medicine and Dentistry of New Jersey. Janet Wittes, Ph.D. Statistician, Statistics Collaborative Incorporation, Washington, DC Statistician resource- Pat O'Meara, PhD Pat O'Meara Associates, Inc, a Statistical Services Organization (SSO)

15 Study F1K-MC-EVAD: Cumulative Mortality Over Time (by Covance Randomization Date) 1 Aug Nov Feb May Aug Nov Feb May Jul 2000 Number of Sites = 164 Number of Patients = 1690 Placebo Drotrecogin Alfa (activated) Last patient enrolled - original protocolFirst patient enrolled - amended protocol 28-Day Mortality Rate

16 Study F1K-MC-EVAD: Cumulative Mortality Sites Enrolling under Original and Amended Protocols Aug Nov Feb May Aug Feb May Jul 2000 Over Time (by Covance Randomization Date) Number of Sites = 99 Number of Patients = Nov 1999 Placebo Drotrecogin Alfa (activated) Last patient enrolled - original protocol First patient enrolled - amended protocol 28-Day Mortality Rate

17 Why not a randomized controlled trial in kids? Assuming a 12.5% placebo mortality rate and 10% drotrecogin alfa (activated) mortality rate Using a 2-sided chi-square test for equality of proportions with an alpha level of 5% With 80% power need 5172 patients Largest pediatric trial ever was 396 patients

18 Controlled Trial Sample Size Estimates Using a 2-sided chi-square test for equality of proportions with an alpha level of 5% and 80% power to detect a treatment effect

19 Studies F1K-MC-EVAO/EVAD: Number of Organ Failures at Baseline – Pediatric versus Adult Patients *Wilkinson JD et al, 1987 J. Pediatr. 111(3):

20 Studies F1K-MC-EVAO/EVAD: Type of Organ Failure at Baseline – Pediatric versus Adult Patients *Wilkinson JD et al, 1987 J. Pediatr. 111(3):

21 Studies F1K-MC-EVAO/EVAD: Percent of Patients with Positive Cultures at Baseline Percent of Patients Adult Patients (N=1690) Pediatric Patients (N=83) ViralFungalGram Mixed Gram Negative Gram Positive

22 Reporting of Adverse Events – Study F1K- MC-EVAO versus Study F1K-MC-EVAD Study F1K-MC-EVAO: All clinical manifestations of severe sepsis were collected as adverse events Study F1K-MC-EVAD: Clinical manifestations of severe sepsis were not collected as adverse events unless considered drug related

23 Study F1K-MC-EVAO: Adverse Events Occurring in  5% of Patients – Part

24 Study F1K-MC-EVAO: Baseline Organ Failures for Selected Safety Categories

25 Study F1K-MC-EVAO: Intracerebral Hemorrhage – Patient Scenario 1 14 year-old enrolled with N. meningitidis in blood and cerebral spinal fluid, severe multi-organ dysfunction, shock requiring multiple inotropes, and coagulopathy. Anisocoria diagnosed and drotrecogin alfa (activated) stopped after 10.5 hours (platelet count 26x10 3 /μL). Continuous veno-venous hemofiltration with heparin began about 10 hours post study drug and continued until the patient died. Clinical brain death diagnosed on Study Day 13. Postmortem CT scan revealed a right frontal parachymal hematoma, severe cerebral edema, and subarachnoid hemorrhage. The severe intracranial hemorrhage was considered possibly related to study drug infusion by the investigator

26 Study F1K-MC-EVAD: Location Prior to Hospitalization – First APACHE II Quartile