the ispor task force defined real-world data as:
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What Is Meant by "Real-World Data?". The ISPOR task force defined real-world data as: Data used for decision-making that are not collected in conventional randomized clinical trials. Evidence is shaped, while data simply are raw numbers and, alone, are noninformative. - PowerPoint PPT PresentationTRANSCRIPT
The ISPOR task force defined real-world data as:
• Data used for decision-making that are not collected in conventional randomized clinical trials
What Is Meant by "Real-World Data?"
Garrison LP, et al. Value Health. 2007;10(5):326-335.
ISPOR = International Society of Pharmacoeconomics and Outcomes Research
Evidence is shaped, while data simply are raw numbers and, alone, are noninformative
• Actual care that patients receive in clinical practice
• All patients must be treated, including those with comorbidities
Garrison LP, et al. Value Health. 2007;10(5):326-335; Nallamothu BK, et al. Circulation. 2008;118(12):1294-1303.
Limitations of Randomized Clinical Trials
Traditional interventional
Real-world observational
Randomized controlled trial
Pragmaticclinical trial
Prospective observational
study
Retrospective observational
study
• Patients treated according to the protocol
• Extensive inclusion and exclusion criteria
• Endpoints are efficacy and safety over a predetermined time period
• Actual care that patients receive in clinical practice
• Longer-term efficacy and safety data + economic assessments under typical clinical conditions
• All patients must be treated, including those with comorbidities
Garrison LP, et al. Value Health. 2007;10(5):326-335; Nallamothu BK, et al. Circulation. 2008;118(12):1294-1303.
Limitations of Randomized Clinical Trials
Traditional interventional
Real-world observational
Randomized controlled trial
Pragmaticclinical trial
Prospective observational
study
Retrospective observational
study
• Patients treated according to the protocol
• Extensive inclusion and exclusion criteria
• Endpoints are efficacy and safety over a predetermined period of time
• Compare treatment against the standard of care (eg, interferon or glatiramer acetate)
• Actual care that patients receive in clinical practice
• Possible to compare multiple interventions
• Longer-term efficacy and safety data + economic assessments under typical clinical conditions
• All patients must be treated, including those with comorbidities
Garrison LP, et al. Value Health. 2007;10(5):326-335; Nallamothu BK, et al. Circulation. 2008;118(12):1294-1303.
Limitations of Randomized Clinical Trials
Traditional interventional
Real-world observational
Randomized controlled trial
Pragmaticclinical trial
Prospective observational
study
Retrospective observational
study
• Patients treated according to the protocol
• Extensive inclusion and exclusion criteria
• Pragmatic clinical trials• Prospective observational studies and patient registries• Administrative claims data• Patient surveys• Electronic health records/medical chart reviews• Government- or third-party-sponsored systematic surveys that
assess public health, resource consumption, practice patterns, and clinical trends
Garrison LP, et al. Value Health. 2007;10(5):326-335.
Sources of Real-World Data
a. IMS Health. Gilenya Unique Patient Exposures. 2014. Data on file.b. Henson LJ, et al. CMSC-ACTRiMS 2014. Abstract DX41.c. http://www.tecfidera.com/pdfs/full-prescribing-information.pdf
Drug Approved USA Approved EU World-Wide Exposure
Fingolimod[a] September 2010 March 2011>147,000 patient-years>100,000 patients predominantly in a post-marketing setting
Teriflunomide[b] September 2012 September 2013 6800 patient-years across more than 12 years of the clinical program
Dimethyl fumarate[c] March 2013 January 2014 4603 patient-years in clinical
development
Clinical and Post-Marketing Experience With Oral Therapies
• Noninterventional registry study for prospective compilation of long-term data on safety and efficacy of fingolimod
• 4000 patients with RRMS from neurological clinics and practices throughout Germany
• Recruitment was completed at the end of 2012• Safety and efficacy data will be collected over 5-
year observation period• Pharmacoeconomic data in 800 patients will be
collected for 2 years• Designed according to the Risk Management Plan
of the EMA
Ziemssen T, et al. ECTRiMS 2012. Abstract P522.
PANGAEA
Baseline End ofTreatment
Observational phase
Enrolment of patients
Fingolimod 0.5 mg, n=4000
PANGAEA: Documentation of Fingolimod Treated Patients in a Registry
EMA = European Medicines Agency; RRMS = relapsing-remitting multiple sclerosis
PANGAEA 24-Month Interim Results: ARR by Previous Therapy
Ziemssen T, et al. AAN 2014. Abstract P3.152.
ARR = annualized relapse rate; IFN = interferon
Previous disease modifying therapy Baseline Month 12
All PANGAEA patients (n = 3565/2229) 1.5 0.42
All IFNs (n = 1758/1085) 1.6 0.42
Glatiramer acetate (n = 831/510) 1.6 0.36
Natalizumab (n = 659/412) 0.9 0.6
None/other (n = 317/222) 1.5 0.26
Days Off Treatment: Adherence With Fingolimod
Ziemssen T, et al. ECTRIMS 2012. Abstract P302.
A comparison between PANGAEA and PEARL shows better compliance on fingolimod than on first-line therapy.
DMT = disease-modifying therapy
3 months 6 months 9 months0
0.2
0.4
0.6
0.8
1
1.2
1.4
Other DMTFingolimod
Num
ber o
f Day
s O
ff Tr
eatm
ent
Dur
ing
Last
14
Day
sDuring the last 14 days, how often did you not
take your medication?
MSBase – Fingolimod vs BRACE Therapies: Study Overview[a]
a. Spelman T, et al. ECTRiMS 2013. Abstract P1096.b. Rosenbaum PR and Rubin DB. Biometrika 1983;70:41–55.
• Objective: Assess comparative effectiveness on time to first relapse and to treatment discontinuation in patients with a history of relapses and switching from a BRACE therapy (IFN-β or glatiramer acetate) to fingolimod or another BRACE therapy
• Propensity scores* were used to create balanced cohorts of patients
BRACE = betaferon, rebif, avonex, copaxone, extavia; EDSS = expanded disability status scale; IFN-β = interferon beta
Patients switching from a BRACE therapy to either fingolimod or another BRACE therapy, with at least one relapse in the prior 12 months
(n=518)
1:1 propensity matching of patient characteristics:sex, age, disease duration, EDSS score,
pre-baseline treatment and relapse activity
Unmatched cohorts
Matched cohorts
*Propensity score matching is a statistical technique used to match patients in observational studies[b]
BRACE cohort(n=243)
Fingolimod cohort(n=275)
BRACE cohort(n=208)
Fingolimod cohort(n=208)
0 2 4 6 8 10 120
0.25
0.5
0.75
1BRACE therapies (n=208) Fingolimod (n=208)
Months Since Baseline
Prop
ortio
n of
Pati
ents
N
OT
Rela
psed
MSBASE – Fingolimod vs BRACE Therapies:Proportion of Patients Not Relapsed After Switching
In patients with a history of relapses on BRACE treatment, fingolimod reduced the relapse rate compared with BRACE therapies. Time to first relapse and corresponding risk reduction over 12 months in
patients with history of relapse on DMT treatment*
*Study cohorts were restricted to patients who switched from a BRACE therapy to either fingolimod or to (another) BRACE therapy and had at least 1 relapse in the prior 12 months or at least 2 in the prior 24 months.
Spelman T, et al. ECTRiMS 2013. Abstract P1096.
45% reduction vs BRACE(P < .01)*
0 2 4 6 8 10 120
0.25
0.5
0.75
1BRACE therapies (n=208) Fingolimod (n=208)
Months Since Baseline
Prop
ortio
n of
Pati
ents
N
OT
Dis
conti
nued
MSBASE – Fingolimod vs BRACE Therapies:Discontinuation Rate After Switching
In patients with a history of relapses on DMT treatment, fingolimod reduced the risk of discontinuing treatment compared to BRACE therapies
*Study cohorts were restricted to patients who switched from a BRACE therapy to either fingolimod or to (another) BRACE therapy and had at least 1 relapse in the prior 12 months or at least 2 in the prior 24 months.
Spelman T, et al. ECTRiMS 2013. Abstract P1096.
78% reduction vs BRACE(P < .01)*
Time to discontinuation and corresponding risk reduction over 12 months in patients with history of relapse on DMT treatment*
MSBASE – Real-World Data Comparing Natalizumab vs BRACE Therapies: Study Overview
3976 694
TOP MSBase
3821 694
Original sample
Satisfying entry criteria
3743 694
569 569
Without missing values in the covariates
Successfully matched
Patients4670
4515
4437
1138
All
Completeness of matching 569/694 = 82%
Spelman T, et al. AAN 2013. Abstract P01.211.
"Stay or Go" analysis of 2 data sets using propensity matching
TOP = Natalizumab Observational Program
Selection criteria:• Patients on any BRACE
therapy who had experienced on-treatment relapse during the prior 12 months and who:
– Continued their BRACE therapy or
– Switched to natalizumab
MSBASE – Real-World Data Comparing Natalizumab vs BRACE Therapies: Proportion of Patients Not Relapsed
Spelman T, et al. AAN 2013. Abstract P01.211.
0 0.25 0.5 0.75 10
0.25
0.5
0.75
1MSBase TOP
Months Since Baseline
Prop
ortio
n of
Pati
ents
N
OT
Rela
psed
HR for BRACE vs natalizumab, 2.73; P <.001
Propensity Matched