Endocrinologic & Metabolic Drugs Advisory Committee Meeting Fabrazyme ® (agalsidase beta) January...
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Transcript of Endocrinologic & Metabolic Drugs Advisory Committee Meeting Fabrazyme ® (agalsidase beta) January...
Endocrinologic & Metabolic Drugs Advisory Committee Meeting
Fabrazyme® (agalsidase beta)
January 13, 2003
Alison LawtonSenior Vice President
Regulatory Affairs & Quality Systems
Agenda
Introduction A. Lawton
Fabry Disease & Fabrazyme® M. Goldbergclinical development
Rationale for renal pathology endpoint H. Rennke
Safety & Phase 4 clinical program M. Goldberg
Statistical methods for assessing clinical benefit D. Rubin
Points for consideration & summary A. Lawton
Participating Experts
Robert J. Desnick, MD, PhD - Prof. and Chair, Dept of Human Genetics, Mount Sinai School of Medicine of New York University
Gregory A. Grabowski, MD - Prof. of Pediatrics, Director, Division and Program of Human Genetics, Children's Hospital Medical Center, Cincinnati, OH
Barry M. Brenner, MD - Director Emeritus, Renal Division, Brigham & Women’s Hospital and Samuel A. Levine Professor of Medicine, Harvard Medical School, Boston
Christine Eng, MD - Assoc. Prof. of Molecular and Human Genetics, Director, Storage Disease Clinic, Baylor College of Medicine, Houston, Texas
Dominique P. Germain, MD, PhD - Dept. of Genetics, Hopital European Georges Pompidou, Paris, France
Gillian Shepherd, MD - Clinical Associate Professor of Immunology, Weill Medical College of Cornell University
Ralph B. D'Agostino Sr. PhD - Professor of Mathematics, Statistics and Public Health, Boston University, Boston
Fabry
Renal
Phase 1/2, 3 & 4 Studies
Phase 3 Study
Immunology
Statistics
Fabrazyme® Regulatory History
• Orphan designation (approx. 3500 US patients)
• Fast Track Status
• BLA filed June 2000
– Accelerated approval (21 CFR 601 Subpart E)
– Priority review
• Approved in 26 countries– EU August 2001
Proposed Indication
Fabrazyme (agalsidase beta) is indicated for use
as a long-term enzyme replacement therapy in
patients with a confirmed diagnosis of Fabry
disease. Fabrazyme treats the underlying
pathology of Fabry disease by significantly
clearing globotriaosylceramide (GL-3) to normal
or near normal levels from the vascular
endothelium of the kidney, heart and skin.
Serious or life-threatening illnesses
Meaningful therapeutic benefit over existing treatments
Approval on the basis of adequate and well-controlled clinical trials
Surrogate endpoint that is reasonably likely based on pathophysiologic or other evidence to predict clinical benefit
Post-marketing studies would usually be studies already underway
Objectives of Meeting: Demonstrate Fabrazyme meets requirements for accelerated approval
FDA Questions to the Committee
1. Clinical outcome data
2. Histological endpoint of essentially normal renal capillary endothelium by light microscopy
3. Impact of anti-GAL A antibodies on long-term safety and efficacy of Fabrazyme®
4. Phase 4 clinical study for verification of clinical benefit
5. Conversion of Phase 4 study to blinded, matched-control active treatment
Mark A. Goldberg, M.D.
Senior Vice President
Clinical Research
Genzyme Corporation
Fabry Disease and Fabrazyme Clinical Development
Fabry Disease
• Rare, lethal, X-linked inborn error of metabolism
• Deficient -Galactosidase A (-GAL A) activity
• Deficient -GAL A activity leads to progressive
globotriaosylceramide (GL-3) accumulation in multiple
cell types and tissues culminating in end organ
impairment
Key pathology: vascular endothelial deposition
Fabry Disease
Age (years)
Pathological
Clinical
10 20 30 40 50 60
Fabry Disease or
Hypercholesterolemia?
Fabry Disease: Clinical Manifestations
CNS Disease
Pain Crises
Acroparesthesia
6010 20 30 40 50 70 80
Age
Classical Phenotype (< 1% activity)+++ endothelial accumulation
Cardiac Disease
Renal Failure
Fabry Disease: Clinical Manifestations
Cardiac Phenotype (> 1% activity)min. endothelial accumulation
Cardiac Disease
Proteinuria
Renal Failure
6010 20 30 40 50 70 80Age
Classical Phenotype (< 1% activity)+++ endothelial accumulation
CNS Disease
Pain CrisesAcroparesthesia
Cardiac Disease
Renal Failure
Female Heterozygotes: Manifestations
Corneal Dystrophy 70
Acroparesthesias 70
GI Symptoms 58
Angiokeratoma 35
Hypohidrosis 33
CNS Involvement (TIA/CVA) 22
Renal Failure 2
Manifestations % Carriers (n = 60)
MacDermot, et al ., J Med Genet. 2001
Clinical Pathological Correlation Fabry Renal Disease
GlomerularEpithelial cellinvolvement
VascularEndothelial cell
involvement
asymptomatic markedlysymptomatic
mildlysymptomatic
Clinical Status
- female heterozygotes- cardiac variants
- classical hemizygotes- female heterozygotes
Enzyme Replacement Therapy
• Fabrazyme is a recombinant form of human -Galactosidase A
• Fabrazyme replaces the deficient enzyme
• Enzyme replacement therapy has been proven effective in treating Gaucher disease
Clinical Pathological Correlation Fabry Renal Disease
GlomerularEpithelial cellinvolvement
VascularEndothelial cell
involvement
asymptomatic markedlysymptomatic
mildlysymptomatic
Clinical Status
- female heterozygotes- cardiac variants
- classical hemizygotes- female heterozygotes
Fabrazyme treatment
1998 1999 2000 2001 2002 2003
Phase 1/2 Studyn = 15
Phase 3 Studyn = 58
Phase 1/2 Extension Studyn = 15
Phase 3 Extension Studyn = 58
Phase 2 Japan Studyn = 13
Phase 4(n = 76 , 2:1 randomization)
Phase 2 JapanExtension Study
n = 13
French ATUn = 50
EU approval
Clinical Studies and Experience
> 350 patients
> 4,000 infusions worldwide
Phase 1/2 Clinical Study Design(FB9702-01)
• Open-label, single center, dose finding
• Objectives
– Safety - Pharmacokinetics
– Dose finding - Preliminary efficacy/pharmacodynamics
• 3 doses, 2 IV dose regimens
– 0.3, 1.0, and 3.0 mg/kg every 2 wks for 5 doses
– 1.0 and 3.0 mg/kg every 48 hours for 5 doses
• 3 patients/treatment group, 15 patients total
• 1.0 mg/kg every 2 weeks optimal for safety/efficacy
Phase 3 and Extension Study Design
+ 6 + 12 + 54+ 18
Fabrazyme (~ 1.0 mg/kg q 2 weeks)
Phase 3 Extension StudyAGAL-005-99
(19 sites in USA and EU)
Phase 3 Placebo-Controlled StudyAGAL-1-002-98
(8 sites, 4 countries)
Baseline
Randomization
Months: 1 2 3 4 5
Week 20Entry into Phase 3 Extension Study
Placebo
Fabrazyme (~ 1.0 mg/kg q 2 weeks)
Months Post-entry
n = 58
Primary Endpoint Selection
Primary Endpoints Considered Pain Reduction
• Pain is subjective, episodic, and wanes over time
• No validated pain instruments in Fabry disease
• Appropriate statistical power requires large trial
– To avoid false positive / false negative results
– >100 patients/group
Primary Endpoints Considered Cardiac and Cerebrovascular Events
• Determination of sample size and study duration not
feasible
– Event rates poorly documented
– Confounded by common concomitant conditions such as
hypercholesterolemia and hypertension
Primary Endpoints Considered Renal Function
• Atrophic and sclerotic damage is irreversible
• Renal function remains normal for many years before
declining
• Demonstrating a significant difference from placebo
requires
– Long period of time
– Large trial (relative to size of patient population)
• Developed to allow a clinical development
program to proceed based on a mutually agreed
upon surrogate endpoint reasonably likely to
predict clinical benefit
FDA Accelerated Approval Mechanism
Primary Efficacy Endpoint Chosen
• Percentage of patients with reduction of GL-3
inclusions in renal capillary endothelium to essentially
normal levels at Week 20
• Morphologic, light microscopy assessment by three
independent pathologists
– Blinded to pre/post biopsy sampling
– 0 (none/essentially normal) to 3 (severe) severity scale
Secondary Efficacy Endpoints
• Composite score of GL-3 accumulation in the capillary endothelium (vasculature) of the kidney, heart, and skin as measured by Light Microscopy
• Composite score of reduction of Urinary GL-3 and Kidney tissue GL-3 (ELISA)
– Reduction of Urinary GL-3 Baseline to Week 20
– Reduction of Kidney GL-3 Baseline to Week 20
• McGill Pain Questionnaire
Additional Exploratory Endpoints
Multiple exploratory endpoints including:
– Assessment of renal function
• Serum creatinine
• Glomerular Filtration Rate (GFR)
• Proteinuria
– Plasma GL-3
Efficacy Results
Phase 3 and Extension Studies
Phase 3 Study Patient DemographicsAs Treated Population
Placebo (n = 29) Fabrazyme (n = 29)
Age (yrs) 28.4 ± 11.0 32 ± 9.4
Weight (kg) 69.6 ± 13.4 67.3 ± 9.9
Height (cm) 175.6 ± 8.2 175.7 ± 8.3
GenderMale 29 27Female 0 2
RaceCaucasian 26 27Non-Caucasian 3 2
Primary Endpoint ResultKidney Histology: Capillary Endothelium Clearance
% Zero-Scores
0
20
40
60
80
100
P < 0.001 (2x2 Chi Square)
0/290%
20/2969%
Placebo Fabrazyme
Week 20*
Assessments were independent of:• site • pathologist• age
*As Treated Population, considered equivalent to Intent-To-Treat
Primary Endpoint ResultKidney Histology: Capillary Endothelium Clearance
% Zero-Scores
0
20
40
60
80
100
P < 0.001 (2x2 Chi Square)
0/290%
20/2969%
Placebo Fabrazyme
Week 20*
*As Treated Population, considered equivalent to Intent-To-Treat
23/2592%
24/24100%
PL / FZ FZ / FZ
+ 6 Months*
Secondary Efficacy Endpoints Mean Capillary Endothelium Scores
(Scale 0-3)
PlaceboFabrazyme
0
1
2
3
4
5
6
Baseline Week 20
0
1
2
3
4
5
6
Baseline Week 20
Skin
Composite
Composite
Heart Heart
Kidney
SkinKidney
P < 0.001
Skin Histology: Response of Superficial Endothelial Cells- As Treated Population
96%100%
91%95%
100% 100%96%
88%
100%
3%
0
20
40
60
80
100
Week 20 6 Months 1 Year 18 Months 30 Months
% Zero Scores
Placebo/Fabrazyme PL/FZ FZ/FZ PL/FZ FZ/FZ
Phase 3 Study Phase 3 Extension Study
1/29
29/2925/26
26/27 27/2727/28
20/2221/24
PL/FZ FZ/FZ
20/2119/19
PL/FZ FZ/FZ
Kidney Histology: Additional Renal Cell Types
At 6 Months of Open-Label Treatment with Fabrazyme
Placebo / Fabrazyme Fabrazyme / Fabrazyme
Renal Cell-Type n % “0” Scores n % “0” Scores
Non-CapillaryEndothelial Cells
22 86 23
Glomerular Endothelial Cells
18 100 17 100
96
Interstitial Cells 24 79 24 100
Mesangial Cells 18 94 17 100
Kidney Histology: Additional Renal Cell Types
At 6 Months of Open-Label Treatment with Fabrazyme Placebo / Fabrazyme Fabrazyme / Fabrazyme
Renal Cell-Type n % GL-3 ScoresReduced
n % GL-3 ScoresReduced
Distal ConvolutedTubules/CollectingDucts
24 75 24 50
Non-CapillarySmooth Muscle Cells
22 86 21 81
Podocytes 22 23 17 18
Score of Percent Change in GL-3 Accumulation (ELISA) in Urine and Kidney Tissue
Parameter Statistic Fabrazyme Placebo P-Value*
n 21 21Urine GL-3% Change Median -23.3 42.8 0.005
n 27 28Kidney Tissue GL-3 % Change Median -34.1 -6.2
0.256
n 20 21Rank Sum Score
Median 32.5 48.0
0.003
*P-value for Wilcoxon’s Rank Sum Test
Biochemical endpoint confirms histological endpoint.
Median Plasma GL-3 Levels
Median Plasma GL-3 Level
(ng/L)
0
2
4
6
8
10
12
14
upper limit of normal (2.9 ng/L)
Placebo / FZ Group
FZ / FZ Group
Study Timepoint
Visit 1 Visit 7 Visit 11 Entry 6 Months 12 Months
Entry into open-label extension study
Glomerular Filtration Rate as Determined by Inulin Clearance (mL/min/1.73 m2)
Treatment Group Placebo Fabrazyme
n Mean sd n Mean sd
Baseline 28 97.4 34.74 29 82.3 22.23
Placebo / Fabrazyme Fabrazyme / Fabrazyme
12 Months 22 100.7 32.53 28 79.8 25.81
Phase 3 Placebo-Controlled Study:
Phase 3 Extension Study:
Mean Serum Creatinine (mg/dL)As Treated Population
Placebo/Fabrazyme
Fabrazyme/Fabrazyme
Mea
n (+
/- S
td.D
ev.)
Cre
atin
ine
(mg/
dl)
0.0
0.5
1.0
1.5
2.0
2.5
3.0
Baseline Visit 4 Visit 7 Visit 10 Week 20 Entry 6 Months
12Months
18Months
24 Months
Study Timepoint
Summary of Urinary Protein(mg/dL): Urinary Creatinine (mg/dL) Excretion
Baseline 18 Months 24 Months
n 30 30
Median 0.225 0.220
Min, Max 0.02, 2.92 0.04, 6.95
30
0.211
0.05, 8.13
Patients with values at both Baseline and 24 months
Change in Urine Protein / Urine Creatinine from Baseline to 18 Months into the Extension Study
Placebo/Fabrazyme
Fabrazyme/Fabrazyme
Cha
nge
from
Bas
elin
e to
18
Mon
ths
-1
0
1
2
3
4
5
Baseline Urine Protein/Urine Creatinine0 1 2 3 4
Helmut G. Rennke, M.D.
Professor of Pathology Harvard Medical School
Director, Renal Pathology Laboratory Brigham and Women’s Hospital
Rationale for Renal Pathology Endpoint
Renal Pathology in Fabry Population
• As a result of ongoing ischemic damage due to vascular GL-3, Fabry patients develop progressive secondary renal pathology over time:
– Focal segmental glomerulosclerosis (FSGS)
– Global glomerulosclerosis
– Tubular atrophy
– Interstitial scarring
– Eventually lead to end stage renal disease
• Clearance of vascular GL-3 will prevent this permanent damage
Tubular atrophy and interstitial scarring
Globally sclerosed glomerulus
Patient 119: Baseline Biopsy (age 48)
20x obj.
No glomerulosclerosis
• Early on in the disease, there is little permanent renal damage• Scarring which occurs later in the disease is irreversible
Patient 102: Baseline Biopsy (age 18)
No interstitial scarringNo tubular atrophy
Pre-treatment Post-treatment
Primary EndpointGL-3 Clearance From Peritubular Capillary Endothelium
(Score = 3) (Score = 0)
Review of Other Cell Types
• Glomerular capillary endothelium
• Mesangial cells
• Interstitial cells
• Arteriolar endothelium and smooth muscle
• Distal tubular epithelium
• Podocytes
Pre-treatment Post-treatment
GL-3 Clearance From Mesangial Cells ( ) & Capillary Endothelial Cells ( ) of the Glomerulus
Pre-treatment Post-treatment
GL-3 Clearance From Interstitial Cells of the Kidney
Post-treatment
Pre-treatment
GL-3 Reduction in Podocytes
Example: Asymptomatic Female HeterozygoteApproved as Donor for Renal Transplant
- Corneal opacities present, -gal activity in leukocytes= 0.38mU/mg protein, GFR=120mL/min/1.73m2, no proteinuria - Podocytes laden with GL-3 but capillary endothelium relatively spared (similar to cardiac variant)Conclusion: marked podocyte pathology without clinical disease
Wuthrich et al., Nephrol Dial Transplant. 1998.
Endothelial Involvement in Clinical Disease
Classic Fabry patient no yes yes yes
Female heterozygote yes yes minimal minimal
Cardiac variant yes yes minimal minimal
Podocyte/tubuleinvolvement?
Endothelialinvolvement?
Renalfailure?
Residual enzyme?
Conclusion: Female heterozygotes and cardiac variants have residual
enzyme activity that keeps their vascular endothelium clear of GL-3
and protects them from end stage renal disease.
Mark A. Goldberg, M.D.
Senior Vice President
Clinical Research
Genzyme Corporation
Safety
Phase 3 Safety: Adverse Events
• No statistically significant difference in adverse events between Fabrazyme and placebo except mild/moderate events
*Skeletal pain was unrelated to Fabrazyme
• No patient discontinued
Fabrazyme Placebo (# of Patients)
Fever 14 5
Chills/Rigors 15 4
Skeletal Pain* 6 0
Infusion-Associated Reactions (IAR)
• Mild to moderate in severity
• Generally transient and managed conservatively
• Number of patients experiencing IARs decreases over time
• Majority of patients developed IgG antibodies
Percent Fever and/or Rigors and Seroconversion at each InfusionAs Treated Population - Placebo/Fabrazyme, n = 27 (at last visit)
Ent
ry in
to O
pen
Lab
el
Seroconversion
Fever and/or Rigors
% o
f Pa
tient
s w
ith I
AR
s de
fine
d as
Fev
er o
r R
igor
s
0
10
20
30
40
50
Visit
0 1 2 3 4 5 6 7 8 9 10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
Cum
ulat
ive
% o
f Pa
tient
s w
ho S
eroc
onve
rted
0
10
20
30
40
50
60
70
80
90
100
IgG Seroconversion
• 52/58 patients developed IgG antibodies
• Median time to seroconversion was 6 weeks
• Median time to peak titer is 83 days
• IgG titers have declined over time in >50% patients
• 7 patients have tolerized (no detectable antibody by RIP)
• There is no evidence of immune complex disease
IgG Seroconversion Does Not Impact Efficacy
• Clearance of endothelial cell GL-3 independent of IgG seroconversion:
• Sustained clearance of tissue and plasma GL-3
• Stable renal function
Parameter Zero-Scores(GL-3 Clearance)
Non-Zero Scores
Total P-value
Seronegative
Seropositive
4 (80%)
16 (67%)
1 (20%)
8 (33%)
5
241.000
P-value based on Fisher’s Exact Test
Fabrazyme Patients with Reduction in AUC During Phase 3 Study
Kidney GL-3Skin GL-3Serum Creatinine
TiterVisitPatient
N/A00.7640018 months
0N/A0.532006 months
000.812800Visit 1176%
Reduction
220.6N/ABaseline706
000.9256006 months
000.825600Visit 11
83%
Reduction
320.9N/ABaseline705
N/A01.21280018 months
001.2256006 months
001.225600Visit 1162%
Reduction
221.1N/ABaseline801
N/A0N/A2560024 months
N/A21.02560018 months
IgE and Skin Test Positive*
• Primary symptoms included pruritis and urticaria
• 2 patients’ sera tested positive for IgE antibodies
– 2/2 have been successfully rechallenged
• 3 patients had skin test results consistent with a positive finding
– 1/2 has been successfully rechallenged
– 1 is awaiting rechallenge
• < 1.4% (5/350) patients have had IgE or skin test positive
• No patient experienced signs consistent with anaphylaxis* As of 01 July 2002
Serious Adverse Events
Serious Adverse Events (Phase 3):– 5 patients in each treatment group– None related to treatment – All attributed to underlying disease, accidents, or
protocol-required biopsy procedures
Deaths:– 1 “possibly related” report
• Patient with severe heart disease, known arrhythmia and pacemaker
• Died at home 10 days after Infusion 29
Safety Summary
• Most common adverse events:
– Primarily infusion-associated reactions
– Generally mild to moderate in severity, managed conservatively, and decrease over time
• Majority of patients develop IgG antibodies
• IgG seroconversion does not impact efficacy
• No patient experienced signs consistent with anaphylaxis
– < 1.4% incidence of positive IgE or skin test
• Long-term use is well tolerated
Phase 4 Program
Clinical-Pathologic Correlation: Potential Benefits
Age (years)
Clinical
10 20 30 40 50 60
Treat early and prevent pathological accumulations and avoid renal damage
Treat later andslow rate of
progression of renal disease
Phase 3 population
Phase 4 population
• Multi-national, multi-center, randomized, double-blind, placebo-controlled trial
• Target sample size of approximately 70 patients with mild to moderate renal disease
– Serum creatinine measurement of 1.2 to 3.0 mg/dL OR
– Estimated creatinine clearance < 80 mL/min
• 2:1 randomization
• Minimum ~35 months study duration (14 renal events)
Current Phase 4 Study: Design
To assess the effectiveness of Fabrazyme vs. placebo in
prolonging the time to clinically significant deterioration in:– Renal function
• 33% increase in serum creatinine
• Progression to dialysis
• Renal transplant
– Cardiac function• Myocardial infarction
• Unstable angina
• Requirement of surgical intervention
– CNS disease• Stroke
• Transient ischemic attack
– Death
Current Phase 4 Study: Objective/Endpoints
• Clinically significant arrhythmia• Progression of congestive heart failure
Current Phase 4 Study: Status
• 34 sites
• >235 patients screened
• 76 patients randomized and infused
Current Phase 4 Study: Design Issues
• Ethics of completing a long-term placebo-controlled,
post-marketing trial with an endpoint of irreversible
organ damage
• Feasibility of completing a long-term placebo-controlled
trial in a post-marketing setting
Decline in GFRAge (years)
0 6010 20 30 40 50
Pathologicalaccumulation
of GL-3
Compare toPhase 3 Population
Compare to Phase 4 Study (Historical Control)
Proposal for a Modified and Expanded Phase 4 Program
Develop Fabry Disease Natural History Database
32
1
• 27 sites enrolled 447 unique patients
– 19 US, 5 Canada, 1 Czech Republic, 1 Denmark, 1 The Netherlands
• The data were collected by an independent CRO
• Prospectively designed case report forms were used
• The data from the Historical Study is recent, with 71% of the serum creatinine measurements occurring after February 1996
Natural History Study Data Collection
Two-Year Renal Event Rate Estimates (33% Increase in Serum Creatinine) Phase 3
Extension Compared to Historical Control
Comparison of Matched Historical Controls (n=57) versus Phase 3 Patients (n=57)
Estimated Event Rate
Phase 3Extension
(Fabrazyme)
MatchedHistoricalControl
RiskReduction
5%
(3/57)
11%
(6/57)53%
Evolution of Phase 4 Program1. Randomized, double-blind, placebo-controlled trial
Concerns: ethics and feasibility
Advantages:
• All patients are treated
• No feasibility concerns
• No ethical concerns
FDA Concerns:
• Comparability of the groups
• Comprehensiveness of data
2. Single-arm, open-label treatment vs historical control study
3. Randomized, blinded, placebo-controlled trial supplemented
with matched historical control data
FDA concerns addressed
Use of Propensity Score Matching Algorithms and Imputation in the
Proposed Phase 4 Program
Donald B. Rubin, Ph.D.
John L. Loeb Professor of StatisticsChairman, Department of Statistics
Harvard University
Objectives
• Modify Phase 4 study from randomized double-blind, placebo-control design to blinded, two-control group design
– Placebo controls from Phase 4 double-blind study
– Appropriately matched group from Historical study
• Compare renal event rates of Fabrazyme treated patients with appropriate untreated controls
Stage 1: Propensity Score Matching to Select Historical Control Group
• Powerful technique used to select historical controls who match the randomized group, thereby eliminating/minimizing bias between groups
• Parallels design of a randomized experiment--blinded to outcome data, only criteria involves balancing baseline covariates
• Matching Covariates in this study:
– Gender, Age, Baseline Serum Creatinine;
– Race, Estimated Creatinine Clearance, Blood Group, Plasma -GAL, Height, Weight
• End result: sub set of Historical patients as comparable as possible to set of randomized patients
Propensity Score Matching: Examples of Clinical Applications
• Blocker Use / CABG Surgery (Ferguson, JAMA, 2002)
• Coronary Artery Bypass / Stroke (Stamou, Ann Thorac Surg, 2002)
• Aspirin Use / All Cause Mortality (Gum, JAMA, 2001)
• Right Heart Catheterization / Mortality (Conners, JAMA, 1996)
• In Utero Phenobarbital Exposure / Intelligence Deficits (Reinisch, JAMA, 1995)
Propensity Score MatchingReduces or Eliminates Biases in Data
• Propensity score defined as conditional probability of receiving a treatment given pre-treatment characteristics:
p(Xi) = Prob.{Wi = 1 | Xi}
• Principal theorem:
– If group of treated and control patients are matched relative to
their propensity scores, differences between the two groups, on
average, cannot be due to the observed covariates.
Propensity Scores Matching Randomized Double-Blind Phase 4 Patients and Chosen Historical
Controls
Randomized Patients n=69
Chosen Historical Patients n=85
Linear Propensity Score
Propensity Scores Matching Randomized Double-Blind Phase 4 Patients and Chosen Historical
Controls with Sub-Classifications
Randomized Patients n=69
Chosen Historical Patients n=85
Linear Propensity Score
Stage 2: Multiple Imputation
• There are two control groups:
1) Historical controls who never had access to treatment
2) Placebo controls while on placebo in current Phase 4 study
– Both have missing serum creatinine data
• The imputation of missing serum creatinine data for the two control groups will utilize data from each other:
– The Phase 4 placebo group, prior to open-label, provides uniform short-term measurements
– The Historical control group provides longer term data (> 2 years)
Chosen Historical Controls (n=85) Pattern of Missing Data
Ind
ivid
ua
l Pa
tien
t
-2 -1 0 1 2 3 4 [pre-Qualification] ------------Time (Years)-----------------
Historical Study Datan=85 Chosen Historical Controls
Ind
ivid
ua
l Pa
tien
t
-2 -1 0 1 2 3 4 [pre-Qualification] ------------Time (Years)-----------------
Multiple Imputation
• Before the blind is broken, an acceptable model for disease progression will be defined, e.g. 1/creatinine vs time
• Each set of multiple imputations will create one "complete" data set
• Multiple imputation is a standard technique for dealing with missing data, e.g. available in SAS
Illustration of Imputation MethodHistorical Patient Data
Cre
atin
ine
(mg/
dL)
0.5
1.0
1.5
2.0
2.5
3.0
3.5
4.0
Time (years)-1 0 1 2 3 4
Illustration of Imputation MethodPlacebo Randomized Patient Data C
reat
inin
e (m
g/dL
)
0.5
1.0
1.5
2.0
2.5
3.0
3.5
4.0
Time (years)-1 0 1 2 3 4
Stage 3: Comparison of Randomized Treated Patients to Control Groups
• At the end of the 2nd stage, there will be complete data sets for the two control groups:
– A matched Historical control group: N~ 85
– A Placebo control group: N~25
• When the study is completed, the renal event rates between treatment (N~50) and control groups (N~110) will be compared, e.g., using time-to-event analyses within propensity scores subclasses
Conclusions
• The use of matching algorithms eliminates/minimizes potential sources of bias from historical controls
• The use of placebo controls retains benefits of randomized, controlled trial
• Multiple imputation allows both sources of controls to characterize disease progression in the absence of treatment
• Randomized trial supplemented with historical control data is a powerful method of verifying clinical benefit in a rare disease
Fabrazyme® (agalsidase beta)
Summary & Points for Consideration
1. Clinical Outcome Data
• Phase 3 double-blind clinical study conclusively demonstrated the agreed upon primary efficacy endpoint
– Statistically significant improvements in pain and renal function endpoints were not expected
• Objective clinical outcome measures such as renal function require long-term data
• Trends in patients receiving Fabrazyme® for up to 30 months indicate a slowing of progression of renal insufficiency compared to a matched historical database of untreated Fabry patients
2. Histological endpoint of essentially normal renal capillary endothelium
- female heterozygotes- cardiac variants
- female heterozygotes
GlomerularEpithelial cellinvolvement
VascularEndothelial cell
involvement
asymptomatic markedlysymptomatic
mildlysymptomatic
Clinical Status
- classical hemizygotes
Fabrazyme treatment
• Highly statistically significant (p<0.001) and robust
• Clearance or reduction of GL-3 also seen in other critical cell types
3. Impact of anti-GAL A antibodies on long-term efficacy of Fabrazyme
• Sustained efficacy demonstrated independent of IgG
seroconversion
– Sustained clearance of tissue and plasma GL-3
– Stable renal function
• Reduced titers in most IgG positive patients, some tolerized
• Continued monitoring proposed in labeling
4. Phase 4 clinical study for verification of clinical benefit
• Normalization of underlying pathology of disease (GL-3 in capillary endothelium) could be considered a clinical endpoint
– Verification studies would not be required
• FDA Guidance: Fast Track Drug Development, and Application Review, Sept. 1998
“Approval based on clinical endpoints other than survival or irreversible morbidity would be considered under the accelerated approval regulations only when it is essential to determine effects on survival or irreversible morbidity in order to confirm the favorable risk/benefit judgment that led to approval.”
4. If Phase 4 clinical study is needed for verification of clinical benefit
• Design consideration should take into account the very small patient population
• Renal outcome requires large numbers and long term study
• Phase 4 study fully enrolled and ongoing
– Meets accelerated approval requirements
• Proposed modifications for Phase 4 study allow for maximum flexibility, adequate rigor, and optimal feasibility
– Details can be finalized post approval
5. Use of Natural History Database in Modifying the Phase 4 Study
• Blinded, randomized trial supplemented with matched historical control data is a reasonable method of verifying clinical benefit in a rare disease
• The proposed statistical methods eliminate bias and use all available data (historical & placebo)
• Addresses FDA concerns regarding historical data set for comparative control
• Main advantage - all patients can receive a promising drug for a disease that is serious or life threatening
Relevance of accelerated approval regulations
Serious or life-threatening illnesses
Meaningful therapeutic benefit over existing treatments
Approval on the basis of adequate and well-controlled clinical trials
Fabry disease is progressive and fatal
Current therapies are palliative only
Evidence from randomized, multi-center, placebo-controlled Phase 3 Study
Confirmed by Phase 3 Extension (cross-over) & Japan Bridging Study
Surrogate endpoint that is reasonably likely based on pathophysiologic or other evidence to predict clinical benefit
Post-marketing studies would usually be studies already underway
Relevance of accelerated approval regulations
Pathophysiology of Fabry disease supports normalization of GL-3 in capillary endothelium is predictive of clinical benefit
Phase 4 Study is fully enrolled, underway, and can be modified to a randomized, blinded, matched-control study
Conclusions
• Currently no treatment for preventing/slowing progressive vascular damage and resultant end organ destruction of Fabry disease
• Fabrazyme meets the requirements for accelerated approval
• US Fabry patients should be allowed Fabrazyme treatment