Using Mixed Treatment Comparisons to compare Oral ... Session B... · Mixed Treatment Comparisons...
Transcript of Using Mixed Treatment Comparisons to compare Oral ... Session B... · Mixed Treatment Comparisons...
2012 CADTH Symposium
Using Mixed Treatment Comparisons to
compare Oral Treatments for Pulmonary Arterial
Hypertension and Inform Policy Decisions by a
Public Drug Plan
April 2012
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Objective of this Presentation
To provide an overview of the novel use of a
CADTH-developed statistical technique to assist
the Non-Insured Drug Benefits (NIHB) Drug Plan
in a formulary listing decision
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Non-Insured Health Benefits (NIHB)
Who are we? • Part of the First Nations & Inuit Health Branch (FNIHB) of
Health Canada
• Federally funded public health benefits plan for 846,024
eligible First Nations and Inuit across Canada (2010-11)
• NIHB covers a range of prescription and over-the-counter
drugs, dental treatments, medical supplies and equipment
and medical transportation to First Nations and Inuit when
not otherwise insured
• $1.03B in expenditures in FY2010/11
• Participating member of CDR and a member of DPAC,
FWG, OUWG & PDF
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Pulmonary Arterial Hypertension (PAH)
• Life-threatening, progressive condition with poor
prognosis if left unmanaged
• Decreased blood flow in pulmonary circulation
resulting in increased Pulmonary Vascular
Resistance leading to right heart failure and
ultimately death
• Can be idiopathic (rarely) or secondary to systemic
conditions (such as connective tissue disease,
congenital heart disease, lupus or drug-induced)
• More common in females than males (1.7-3.5 to 1)
with a mean age of diagnosis of 36
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Classification of PAH Severity
Rubin LJ. ACCP Evidence-Based
Clinical Practice Guidelines.
Introduction. Chest. 2004;126:7S-10S.
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Treatment Algorithm for PAH
Vasodilator challenge (CCB, prostacyclin, or
adenosine)
Treatment options
• PDE-5 Inhibitors (oral)
• ETRAs (oral)
• prostaglandin analogs
(IV/SC)
Heart or
Heart-Lung transplant
Research Area
Calcium Channel
Blocker (CCB)
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Comparison of PAH therapies
PAH drug
NIHB
Listing
Status*
Approved Daily
Dose Annual Cost (Approx.)
PDE-5 Inhibitors
Sildenafil (Revatio) Exception
20mg 3x a day $11,000-$13,000 (name brand)
$7,000-9,000 (generic)
Tadalafil (Adcirca) 40mg daily $8,700-$11,000
Endothelin receptor antagonists (ETRA)
Bosentan (Tracleer) Exception
125mg 2x a day $47,000-$52,000
Ambrisentan (Volibris) 10mg daily $43,800-51,500
Prostacyclin analogues
Epoprostenol (Flolan)
Exception
Varies based on
patient weight
and drug delivery
rate (ng/kg/min)
$35,000-$70,000 (depending
on dose) Treprostenil (Remodulin)
Iloprost (N/A in Canada)
*Prior to recent listing decision
on oral agents
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PAH Treatment Guidelines
UK/Ireland
(2008)
Stable WHO Class II/III vs Unstable WHO Class IV
•Class II/III: bosentan or prostenoids (prostacyclin analogues)
•Class IV: epoprostenol only
European
Society of
Cardiology
(2009)
WHO Class II vs Class III vs Class IV
•Class II: sildenafil OR bosentan/ambrisentan
•Class III: sildenafil OR bosentan/ambrisentan OR epoprostenol
•Class IV: epoprostenol only
American
College of
Cardiology /
American Heart
Association
(2009)
Lower risk (WHO II/III) vs Higher risk (WHO IV)
•Lower risk: 1st line – PDE-5 inhibitors OR ETRAs
2nd line – Epoprostenol OR Treprostenil
•Higher risk: 1st line – Epoprostenol OR Treprostenil
2nd line – PDE-5 Inhibitors OR ETRAs
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Research / Policy Question
• What is the optimal treatment strategy for
patients with PAH based on clinical status,
efficacy, safety and comparative cost?
Part 1: Patients with NYHA Class 2-3 or WHO Class II/III PAH treated
with PDE-5 inhibitor/ETRA (oral)
Part 2: Patients with NYHA Class 3-4 or WHO Class III/IV PAH treated
with prostacyclin analogues (IV/SC)
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Drug Expert Committee Recommendation Date
Sildenafil
(Revatio®)
CEDAC: List similar to bosentan for
WHO Class III
Feb
2007
Tadalafil
(Adcirca®)
CEDAC: List similar to sildenafil if cost
remains comparable
July
2010
Bosentan
(Tracleer®)
NIHB P&T: Do not list, review on a case-
by-case basis
Mar
2002
Ambrisentan
(Volibris®)
CEDAC: List for at least WHO class III
after failing or if contraindicated to
sildenafil
Feb
2009
Previous Committee Recommendations
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Which outcome to compare between trials?
Outcomes measure Pros/Cons
Improved quality of life and
prolonged survival.
• Best possible outcome to evaluate benefit
• Rarely reported due to short duration of pivotal
DB RCTs (12-16 wks)
Improvement in dyspnea
symptoms (∆ in NYHA/WHO)
• Clinical measure of symptom improvement
• Secondary outcomes of pivotal DB, RCTs
Prevention (or reversal) of the
progression of disease
leading to ↓ hospitalization
and ↓ need for lung or heart-
lung transplantation
• Clinical measure of symptom improvement
• Secondary outcomes of pivotal DB, RCTs
↑ in Functional Capacity via
exercise endurance. Distance
walked in 6 minutes (6-MWD)
• Surrogate outcome of improvement and survival
• Used as primary outcome in all pivotal DB, RCTs.
• Commonly used due to ease of administration
and objective nature of measurement
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• Mixed Treatment Comparisons (MTC, Indirect Treatment
Comparisons, Network Meta-Analysis) are meta-analytic
methods for comparing the effectiveness of various
treatments where studies directly comparing the
treatments do not exist
Mixed Treatment Comparisons (MTC)
B
C A
For instance, with three
treatments (A, B & C), if
there were similar studies
comparing A & B and B & C
but none comparing A & C,
MTC could be used to
compare treatments A & C
MTC
Existing
Studies
Existing
Studies
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PAH Network Pattern
Placebo
Sildenafil 20mg
Tadalafil 40mg
Bosentan 125mg
Ambrisentan 10mg
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Methodology
• Searches were conducted to identify RCTs evaluating oral
treatments for PAH. 10 studies were identified
• Data were extracted from each journal articles separately by
HC staff (AP & HB), resolving any differences afterwards
• Two studies excluded as they were for sitaxsentan (Thelin),
which was discontinued in 2011
• Study characteristics (population, duration, etc.) were
compared to see if studies were similar enough to apply MTC
methodology
• One study was excluded from the analysis as it was found to be
an outlier in terms of study characteristics
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Methodology (2)
• MTC was applied to outcome data for included studies using WinBUGS code supplied by CADTH for comparing a continuous outcome across studies with either arm-level or trial-level data and random effects
• Automatically generated initial values were used, convergence was near instant over 3 chains with a large number of repetitions run
• Mean differences were compared to test for differences in treatment effects for the approved strength of each drug
• A sensitivity analysis was conducted by trying a few different options for the analysis (including the EARLY trial, only using arms for approved strengths, etc.) to see if that affected the results (no change)
Drug Study Vs. n % Female Mean Age PAH Class Duration
Sildenafil Galiè 2005 Placebo 278 70%-81% 47-51 55% Type 3 12 wks
Tadalafil Galiè 2009 Placebo 405 75%-84% 53-55 65% Type 3 16 wks
Bosentan Channick
2001
Placebo 32 81%-100% 47-52 100% Type 3 12 wks
Rubin 2002 Placebo 213 77%-81% 47-50 90% Type 3 12 wks
Galiè 2008
(EARLY)
Placebo 177 63%-76% 44-45 100% Type 2 24 wks
Galiè 2006 Placebo 54 59%-62% 37-44 100% Type 3 16 wks
Ambrisentan Galiè 2008
(ARIES 1)
Placebo 202 79%-88% 48-53 55% Type 3 12 wks
ARIES 2 Placebo 192 68%-81% 50-52 50% Type 3 12 wks
Study Characteristics
Excluded
(Study Characteristics)
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Is using MTC justified?
• All RCTs were DB placebo-controlled: no comparative
trials
• 6-MWD same objective measure used as primary
outcome in all RCTs (secondary in one RCT)
• RCTs all similar in duration: 12-16 weeks
• Similar patients in DB RCTs: Similar age/sex distribution,
class 2-3 idiopathic (primary) or secondary to conditions
such as connective tissue disease, HIV, or congenital
diseases
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Results: All Strengths, 6-MWD (m gained)
-20
-10
0
10
20
30
40
50
60
70
80
20mg 40mg 80mg 2.5mg 10mg 20mg 40mg 125mg250mg 2.5mg 5mg 10mg
Sildenafil Tadalafil Bosentan AmbrisentanMet
res
Gai
ned
in 6
-Min
ute
Wal
k Te
st (
vs. P
lace
bo
) w
ith
95
% C
on
fid
ence
Itn
erva
l
Multiple Treatment Comparisons: Pulmonary Arterial Hypertension
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Results: Approved Doses Only, 6-MWD (m gained)
0
10
20
30
40
50
60
70
80
Sildenafil Tadalafil Bosentan Ambrisentan
20mg 40mg 125mg 10mg
Met
res
Gai
ned
in 6
-Min
ute
Wal
k Te
st (
vs. P
lace
bo
) w
ith
95
% C
on
fid
ence
Itn
erva
l
Multiple Treatment Comparisons: PAH Therapies - Approved Doses Only*
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Mean Differences in 6-MWD (m gained)
Treatment vs Point Estimate* 95% Confidence Interval (CI)**
Tadalafil 40mg
Sildenafil 20mg -12.0 -38.3 14.5
Bosentan 125mg
Sildenafil 20mg 7.2 -14.7 29.4
Ambrisentan 10mg
Sildenafil 20mg 5.8 -24.4 35.8
Bosentan 125mg
Tadalafil 40mg 19.1 -2.2 40.8
Ambrisentan 10mg
Tadalafil 40mg 17.8 -11.7 47.2
Ambrisentan 10mg
Bosentan 125mg -1.4 -27.1 24.4
*Positive = First treatment “better”
**All 95% CIs contain 0, so no
differences are statistically signficant
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Results
• No evidence of a significant difference between any
of the approved doses of the examined treatments for
PAH
• Results were presented to the NIHB Pharmacy &
Therapeutics Committee as part of the review of oral
treatments for PAH
• Noting the caveat that MTC is just one more tool in the
comparison of different treatments; a complete review
cannot rely only on MTC, but also on reviewing evidence,
safety data and cost comparisons
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PDE-5 Inhibitors: sildenafil/tadalafil : List with Criteria
List for patients with WHO class III PAH, either idiopathic or associated with
connective tissue disease and confirmed by right heart catheterization, who have
failed to respond to calcium channel blockers (CCBs) and/or other supportive
measures or are non-vasoreactive to CCBs or have contraindications to these
agents
ETRAs: bosentan/ambrisentan: List with Criteria (after sildenafil or tadalafil)
List for patients with WHO class III PAH, either idiopathic or associated with
connective tissue disease and confirmed by right heart catheterization, who have
failed to respond to sildenafil OR tadalafil or have contraindications to
sildenafil OR tadalafil
P&T Committee Recommendations – Oct 2011
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Conclusion
• Mixed Treatment Comparison (MTC) methods are
useful tools in class reviews where head-to-head
studies have not been conducted but the studies
available measured the same outcome and have
similar enough study characteristics
• In the analysis of oral drugs for PAH, MTC analysis
showed no evidence of a difference in treatment
effects between drugs. This result was highly
valuable to NIHB’s drug review process
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Recommendations to CADTH
• Next area of research could be expanding MTC to
adjust for differences in individual study
characteristics (“Bayesian Network Meta-
Regression”?)
• Fully-commented code (complete descriptions of
functions, input data structures, etc.) will make code
easier for other agencies to use
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References
1. NIHB Annual Report 2010/2011, Program Analysis Division, First Nations & Inuit Health Branch, Health Canada
2. Wells GA, Sultan SA, Chen L, Khan M, Coyle D. Indirect Evidence: Indirect Treatment Comparisons in Meta-
Analysis. Ottawa: Canadian Agency for Drugs and Technologies in Health; 2009.
3. National Pulmonary Hypertension Centers of the UK/Ireland
4. American College of Cardiology/ American Heart Association (ACC/AHA)
5. European Society of Cardiology (ESC)
6. Galié N, Ghofrani HA, Torbicki et al. Sildenafil citrate therapy for pulmonary arterial hypertension. NEJM
2005;353(20):2148-57
7. Galié N, Brundage BH, Ghofrani HA et al. Tadalafil therapy for pulmonary arterial hypertension. Circulation
2009;119: 2894-2903
8. Channick RN, Simmoneau G, Sitbon O et al. Effects of the dual endothelin-receptor antiagonist bosentan in
patients with pulmonary hypertension: a randomized placebo-controlled study. Lancet 2001; 358: 1119-23
9. Rubin LJ, Badesch DB, Barst RJ et al. Bosentan therapy for pulmonary arterial hypertension. NEJM
2002;346:896-903
10. Galié N, Beghetti M, Gatzoulis MA et al. Bosentan therapy in patient with Eisenmenger Syndrome. Circulation
2006; 114:48-54
11. Galié N, Rubin LJ, Hoeper MM et al. Treatment of patients with mildly symptomatic pulmonary arterial
hypertension with bosentan (EARLY study): a double-blind, randomized trial. Lancet 2008; 371:2093-2100
12. Galié N, Olschewski H, Ouditz RJ et al. Ambrisentan for the Treatment of Pulmonary Arterial Hypertension:
Rsults of the ambrisentan in pulmonary arterial hypertension randomized, double-blind, placebo-controlled,
multicenter, efficacy (ARIES) study 1 and 2. Circulation 2008; 117:3010-9
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Comment & Questions