Upload
others
View
2
Download
0
Embed Size (px)
Citation preview
CTAD, December 4-7, 2019
Novel analytics framework for augmenting single-arm Phase 2a open label trials with Real-World external control data: Application to the Blarcamesine (ANAVEX®2-73) study in Alzheimer’s disease matched
with propensity corrected patients from Alzheimer’s Disease Neuroimaging Initiative (ADNI) exploring treatment effect on cognition
at interim two-year (104-Week) time point
Mohammad Afshar, MD, PhD¹; Coralie Williams, MSc¹; Nanthara Sritharan, MSc¹; Frédéric Parmentier, PhD¹; Adrien Etcheto, MSc¹; Christopher U Missling, PhD²
¹Ariana Pharma, Paris, France²Anavex Life Sciences Corp., New York, NY
Nasdaq: AVXL | DEC 2019
▪ MA is an employee and shareholder of Ariana Pharmaceuticals
▪ CW, NS, FP, AE and are employed by Ariana Pharmaceuticals
▪ CM is an employee and shareholder of Anavex Life Sciences
Disclosures
3
FDA’s new Real World Evidence Program Likely to have a Profound Impact on the Biopharma Industry
RWD
Pharma data (observational)
Lab/biomarkersdata
Mortalitydata
Social media data
Pharmacy
data
Hospital
data
Survey
data
Electronics
medical and health
records
Diseaseregistries
Consumer data
Mobile & Device
Imagerydata
Genomics
data
https://www.fda.gov/science-research/science-and-research-special-topics/real-world-evidence
RWE report released
December 2018From Real-World Data (RWD)
to Real-World Evidence (RWE)
4
Real World « Synthetic » Control Arms
• High quality curated electronic health record (EHR) data collected during
routine clinical care of patients have the potential to accelerate drug
development
• In areas of high unmet need, real world controls could help provide
external control for regulatory decision making
• Requires advanced analytical techniques to address limitations pertaining
to RW data (propensity scores)
• « Real world patients » may be different to patients enrolled in clinical
trials (comorbidities, etc.) and use of RW data may provide a more
accurate picture of the impact of a novel therapy
• Collection of real-world data is not new
• May provide access to patients that may not have been considered in a
clinical trial
• Ethical question of unnecessarily exposing patients to placebo
• Reducing size, duration and costs of trials
• Accelerating regulatory path
5
Use of Real World Evidence in Regulatory Settings is Gaining Momentum
Comparative
evidence and
complete RCTsEconomical benefits
Complete description
of a patient's
pathway to disease
Regulatory
acceleration
Example : Evaluating results from a Phase 2 single arm study for
the approval of Blinatumomab in the treatment of advanced acute
lymphoblastic leukemia is complemented with Real World controls
FDA granted accelerated approval to Blinatumomab (Blincyto,
Amgen) for the treatment of adult and pediatric patients with B-cell
precursor acute lymphoblastic leukemia
March 29, 2018
6
Meta analysis and comparison to Standard of Care (SoC)
depends upon similarities in study populations and definitions of
outcomes. Heterogeneity across studies presents difficulties in
how to interpret outcomes
Matched‐pair analysis using a propensity score:
• Selects for comparable patients between historical and
baseline clinical datasets based on predefined variables
• Data are more precisely comparable to the patient population
receiving the new therapy
• Increased robustness
Method used for Identifying Matching Patients at Baseline Propensity Score Matching Superior to Meta Analysis
Propensity Scoring
• Predicted probability of treatment, given what we know about the patient’s confounding factors
• Goal: Create balance at inclusion in order to remove confounding effect and thus lead to causally
interpretable evaluation of treatment effect
Matched‐pair
analysis using a
propensity score
7
Alzheimer’s Disease Neuroimaging Initiative (ADNI) Provides an Opportunity for Patient Level Matching
N=901subjects with mild cognitive
impairment (EMCI, LMCI and MCI)
diagnosis at baseline
DNAWES
RNAWES
Outcome
ScoresBaseline
Baseline MMSE Outcome Scores
Evolution in time
Change and rate of decline
in MMSE
Clinical
Physical examination,
Vital signs, Concomitant
medication, Cognitive
and Behavioral
Scores…WES: Whole Exome Genomic Sequencing
N=345subjects with Alzheimer disease
(AD) diagnosis at baseline
N=519cognitively normal (CN)
subjects at baseline
N=106subjects with significant memory
concern (SMC) at baseline
AD=45 SMC=0
CN=273MCI=471
2) Integration of all available data in ADNI1) Real-world longitudinal
data of 1891 subjects
SUBJECTS WITH AVAILABLE
GENOMIC DATA :
AD=266 SMC=89
CN=392MCI=795
SUBJECTS WITH >2 MMSE
MEASURES OVERTIME:
Data used
in analysis
Data used in analysis
8
Extensively Characterized single arm Phase 2a Clinical Study Investigating ANAVEX®2-73 in Alzheimer’s Disease Patients Provides a unique Precision Medicine Framework
Dose and Concentration of Blarcamesine (ANAVEX®2-73)
DNAWES
RNAWES
Outcome Scores
Baseline
MMSE ADCS-ADLCOGSTATEEEG/ERPHAM-D
Outcome Scores
Evolution in time
Change since baseline and rate of decline in:
MMSEADCS-ADLCOGSTATEEEG/ERPHAM-D
Clinical
Physical examination, Vital signs, Concomitant
medication, Medical history, Cognitive and
Behavioral Scores…
==
WES: Whole Exome Genomic Sequencing
Gut
Microbiota
N=32 N=21N=24N=30 N=21
Trial no.: NCT02244541 Trial no.: NCT02756858Cohort characteristics:32 Mild-moderate AD patients• Age range: 55 to 85• Clinically diagnosed with
MRI and/or PET scans Extension administration of ANAVEX®2-73 (Weeks 5 to 265):Oral once daily: 10 mg, 20mg, 30mg, 40mg, 50mg
Ariana’s KEM® Artificial Intelligence:▪ Systematic integrated analysis of all combined parameters
▪ Identifies patient sub population benefiting from drug
▪ Enables design of fast track trial
9
ANAVEX®2-73 Selective Sigma-1 Receptor (SIGMAR1) Agonist Demonstrated Improved MMSE1 and ADCS-ADL2 Scores in Phase 2a AD Study through 148 Weeks
Source:
Hampel H., Afshar M., Parmentier F. et al., CTAD 2018;
Hampel et al., 2019, Alzheimer’s & Dement [under review]
1 Mini Mental State Examination (MMSE)2 Alzheimer’s Disease Cooperative Study Group - Activities of Daily Living Inventory (ADCS-ADL)
Adju
ste
d c
hange in A
DC
S-A
D2
(±SE
)
Adju
ste
d c
hange in M
MS
E1
(±SE
)
p-value < 0.0001 p-value < 0.0008
N=8
N=13
N=8
N=13
10
• Sigma-1 receptor (SIGMAR1) serves as an intracellular chaperone and functional modulator of
calcium homeostasis and synaptic plasticity through targeting neuro-inflammation, protein-
misfolding, beta amyloid, hyper-phosphorylated tau, oxidative stress, mitochondrial dysfunction
and cellular stress
• Numerous studies demonstrated the beneficial effects of SIGMAR1 agonists on neuro-
inflammation1,2,3
ANAVEX®2-73 Mechanism of Action: SIGMAR1 Restores Homeostasis Caused by Neuro-inflammation and Protein Misfolding
1) Jia J et al 2018. Front Cell Neurosci. 2018 Sep 20;12:314; 2) Zhao J et al 2014. Invest. Ophthalmol. Vis. Sci. 55, 3375–3384
3) Behensky AA et al 2013. J. Pharmacol. Exp. Ther. 347, 458–467; 4) Cenci A et al 2016. Presented at World Parkinson Congress
5) Hall H et al 2018. Alzheimers Dement. Jun;14(6):811-823; 6) Allahtavakoli M et al 2011. Brain Res Bull. May 30;85(3-4):219-24
7) Cogram P et al 2016. Presented at Gordon Research Conference; 8) Lisak RP et al 2016. Poster presentation at ACTRIMS
9) Lisak RP et al 2017. Oral presentation at ECTRIMS
ANAVEX®2-73 reduces microglia over-activation
ANAVEX®2-73 significantly decreased the expression
of CD68 (marker of activated microglia) in the
substantia nigra in a model of Parkinson's disease4
CD68 cell count
• The SIGMAR1 agonist ANAVEX®2-73 could potentiallynormalize neuroinflammatory processes by several differentmechanisms:1. Reducing microglia over-activation4
2. Reducing inflammatory cytokines5
3. Increasing anti-inflammatory cytokines6
4. Releasing protective factors, e.g. BDNF7
5. Protect against inflammatory molecules8,9
11
Simulating a Controlled Clinical Trial: Match Patients at Baseline with Propensity Score Matching (PSM)
The propensity score matching (PSM) methodology:
PSM attempts to reduce the bias due to confounding variables that could be found in an estimate of
the treatment effect obtained from simply comparing outcomes among units that received the
treatment versus those that did not. Replace the collection of confounding covariates with one scalar
function of these covariates.
Age at baseline
Sex
MMSE score at baseline
SIGMAR1 p.Q2P
Education (years)
…..
Logistic Regression
Propensity score
[0, 1]
Variety of matching options with:
• Caliper: A caliper is the distance which is acceptable for any match. A caliper of 0.25 means that all matches not equal to or within 0.25 standard deviation of the logit of the
propensity score of each covariate in X are dropped.
• With or without replacement: indicates whether or not replacement is allowed during matching.
• Ties: indicates whether ties are allowed or not i.e. If one treated observation matches more than one control observation
ADNI AD patients
N = 345
12
Analysis Steps: Matching Patients at Baseline
ANAVEX AD patients treated with
ANAVEX®2-73
N = 32
Analysis cohort:
N = 45 AD patients
with genomic data
300 ADNI AD patients did not
have SIGMAR1_p.Q2P
information
Propensity Score Matching
using:
- MMSE at baseline
- AGE at baseline
- APOE4
- GENDER
- EDUCATION
- SIGMAR1 p.Q2P
Matched at Baseline:21 patients ANAVEX21 patients ADNI
Analysis cohort:
N = 21 AD patient
with genomic data
11 Anavex treated patients did
not have SIGMAR1_p.Q2P
information
13
APOE ε4+ Allele Distribution in ANAVEX®2-73 Study
High ANAVEX®2-73
concentration
Cohort
Low ANAVEX®2-73
concentration
Cohort
6 out of 8 patients
75% APOE ε4+ carriers in
High ANAVEX®2-73 concentration
cohort
4 out of 13 patients
30.7% APOE ε4+ carriers in
Low ANAVEX®2-73 concentration
cohort
→ APOE ε4+ carriers are 2.4 times more frequent in the High ANAVEX®2-73
concentration cohort compared to Low ANAVEX®2-73 concentration cohort
→ Since APOE ε4+ carriers worsen quicker in AD, hence, no “preference” to
High ANAVEX®2-73 concentration cohort
ADNI AD matched
Cohort
10 out of 21 patients
48% APOE ε4+ carriers in
ADNI AD matched cohort
14
LME model (3-arms): Alzheimer’s Disease Patients with high Concentration of ANAVEX®2-73 MMSE Performance better over 104 Weeks vs matched ADNI AD Cohort (p-value < 0.01)
Adju
ste
d M
ean c
hange in
MM
SE
fro
m b
ase
line
(±
SE
)
Time (Weeks)
Cohort of high ANAVEX®2-73 concentration
cohort shows significantly smaller decline in
MMSE (-1.1) compared to ADNI AD matched
cohort (-4.4) at Week 104
Cohort of low ANAVEX®2-73 concentration shows slightly
smaller decline in MMSE (-3.9) compared to ADNI AD
matched cohort (-4.4) at Week 104
Covariates included in the MMRM-LME model for MMSE change are: time as continuous, cohort
group (ANAVEX2-73 concentration, High, Low/Med or ADNI), APOE ε4 status, age (Low, High),
baseline MMSE score, SIGMAR1-Q2P variant, interactions between time and cohort group, time
and APOE ε4 status, time and SIGMAR1, and concentration group and SIGMAR1 variant.
p-value < 0.01
N=8
N=21
N=13
ADNI AD matched patients
Extrapolated adjusted slope based on LME model of change in
MMSE beyond 104-weeks (using all available data)
15
Conclusions
• Small, data rich, AI-driven adaptive single arm precision medicine clinical
studies as designed to assess ANAVEX®2-73 efficacy may be a template
for future studies investigating CNS drugs in order to rapidly explore novel
mechanism of action, before engaging in larger trials
• Propensity matched real world evidence experiment using ADNI
shows efficacy of patients with high ANAVEX®2-73 concentration vs
synthetic control arm at week 104 (p<0.01)
• Limitations:
• Comparative ADNI data available only up to 104 weeks
• Number of genetically characterized patients in comparative ADNI data
• MMSE cognition score to match patients
• Hence: Randomized placebo-controlled ANAVEX®2-73 Phase 2b/3
study currently underway with 450 early Alzheimer’s disease patients
• Additionally: Gut microbiota species identified as linked to ANAVEX®2-73
response consistent with the interaction of SIGMAR1 and the gut-brain
axis and inflammatory mechanisms (CTAD 2019 poster)
• Human Clinical Data –
ANAVEX®2-73 Phase 2a
study in Alzheimer’s disease
with favorable safety and
exploratory efficacy results
through 148 weeks
• Phase 2a study
demonstrated significant
ANAVEX®2-73 effect of
concentration on efficacy
(Hampel et al., 2018) and
identified a genomic
biomarker of response
SIGMAR1 &
ANAVEX®2-73
16
• Principal Investigators & clinical sites’ study staff
• Data safety review committee
• Anavex SAB
• Most of all, grateful acknowledgement of the contribution of the participating AD patients and
their caregivers
Acknowledgements
Corporate OfficeAnavex®Life Sciences Corp.
51 West 52nd Street, 7th floor
New York, NY 10019
1-844-689-3939
Shareholder & Media Relations
www.anavex.com
NASDAQ: AVXL
17
Contact Us