Use of Real World Data in Development Programmes Dr Alison Cave and Dr Francesca Cerreta Industry Stakeholder Platform on Research and Development Support 25 April 2017 An agency of the European Union

Objectives

1 Opportunities

2 Examples

3 Conclusions

Conclusions

1

Objectives

1 Opportunities

Conclusions

2

Opportunities of Real World Data

Development

Authorisation

Post authorisation

3

Opportunities of Real World Data Phase 2



4

Phase 3

Authorisation

Characterisation of natural history of the disease and unmet need



Understanding current clinical care practices (resource utilisation)



Drug utilisation



Identification of the target population



Understanding potential knowledge gaps



Validation of surrogate endpoints



Use of historical controls (rare / orphan diseases)

Opportunities of Real World Data What are the factors affecting acceptability? Product life stage and the question Orphan condition

Lack of treatment options

Is a RCT is feasible?

Natural history of the disease is well understood

Defined patient population

Disease context

Actionable endpoints

Are datasources available, of high quality and sustainable?

Understanding of bias and confounders

5

RCT Registries

EHRs

6

Claims data

Objectives

1 Opportunities

2 Examples

Conclusions

Conclusions

7

Observational evidence in pre authorisation Experience from Scientific Advice/ Adaptive pathways An opportunity to reduce uncertainty • Capture real clinical practice, adherence, compliance • Prospective natural history is particularly appealing • Capture rare, long-term events (safety and/or efficacy) Less costly– important for degenerative and chronic diseases, gene therapy • All subjects could be followed for long term outcomes e.g. ecolizumab • Personalised medicine: capture more strata/age groups than RCT. Useful to validate biomarkers. Not all endpoints are suitable 8

Consider effort vs. need

Registries to supplement RCTs: an AP oncology scenario Benefit/Risk balance in RCT interim analysis (IA)

Compelling

Efficacy demonstrated, additional safety required

MA route at IA

Uncertainties at MAA

Vehicle to address

Timeline of in-market RWD

Full MAA at IA

In-market safety surveillance (per any marketed product)

RMP (+registry?)

PhV reporting

Safety database not adequate or additional safety concerns

Global registry: Early Access Program with protocol and database

X months of data collection to convert to full MAA Y months of data collection to convert to full MAA TBD

CMA at IA

Promising efficacy, safety data acceptable

CMA at IA

Additional OS data

Global registry: In-market collection of RWD within registry

Inconclusive

Await final analysis

Unknown

Global registry (?)

Zalmoxis (2016)

adjunctive treatment in hematopoietic cell transplantation

MAA: single arm, phase I/II study; Endpoint: immune reconstitution defined as CD3+ cells >100 per μL + A Ph III trial ongoing CHMP asked to perform a comparison of the treated patients (from both studies) with results from suitable historical controls EBMT registry used to compile an appropriate control group selected on same criteria as the control arm of the ongoing phase III trial and a specific set of matching parameters: • patient age (plus or minus 3 years) • diagnosis (AML, ALL and sAML) • disease status at HSCT (CR1, CR2, CR3 or relapse) • time from diagnosis to HSCT (plus or minus 3 months) The planned ratio of MM-TK patients to control patients was one to four. Several sensitivity analysis were conducted Post-authorisation: a non-interventional safety and efficacy study will investigate effectiveness in real clinical practice by collecting data about the disease status and outcome of all patients treated with Zalmoxis using the EBMT registry

Objectives

1 Opportunities

2 Examples

3 Conclusions

Conclusions

11

Conclusions: Learnings on regulatory acceptability of RWE in product development Generally more acceptable for: o If an RCT is not feasible (time, ethics, rarity) o Hard endpoints (to offset bias) o Conditions with known and predictable progression (note: prospective natural history) o Well thought proposals and trust in their reliability and feasibility

12

Thank you European Medicines Agency 30 Churchill Place London E14 5EU www.ema.europa.eu [email protected]

#AdaptivePathways

Use of Real World Data in Development Programmes - European ...

6. RCT. Claims data. EHRs. Registries ... CHMP asked to perform a comparison of the treated patients (from both studies) ... patient age (plus or minus 3 years).

755KB Sizes 10 Downloads 192 Views

Recommend Documents

The Cost of Non-Europe in Development Policy - European Parliament
new binding instrument building on current best practices and mechanisms ..... arrangements for monitoring progress on the implementation of the agreed ...... many Member States' development aid is also traditionally perceived as a tool to.

The Cost of Non-Europe in Development Policy - European Parliament
Box 2: EU commitments on development aid targets. .... the budgetary resources assigned for development cooperation is an urgent priority. Growing political concern over ... renewable energies, addressing gender issues, etc. As the world's ...

Best Use of Data - CaaNZ
Best Use of Data category in the Beacon Awards. ... Campaign Objective ... MBM's strategy was to close the purchase loop by using data to create display.

A Real World Case Study of Data Mining in Mobile ...
Jul 2, 2009 - new system MobileMiner on a real mobile communication data set, which ... files. We show how data mining techniques can help in mo-.

HadoopDB in action: building real world applications
mantic web data application for protein sequence analysis and a business ... amounts of the data (“Big Data”) will be the one that (i) .... for life sciences research.

Searching for superspreaders of information in real-world social ...
Searching for superspreaders of information in real-world social media.pdf. Searching for superspreaders of information in real-world social media.pdf. Open.

Evaluating the use of whalewatch data in determining ...
To study the Pager Network data, a land-based survey was designed in order ... number of adult and adolescent males, number of calves and ..... Summer social.

PDF DOWNLOAD The Use of Data in School ...
Data can make the difference for today's embattled school counselling programs, and this insightful book shows how to collect and manage it. School counseling ...

DESIGNING REAL-WORLD BIG DATA APPLICATIONS ...
Read HADOOP APPLICATION. ARCHITECTURES: DESIGNING REAL-. WORLD BIG DATA APPLICATIONS PDF. ePub eBook Free Download by Mark Grover.

Visualizing Your Data Using Real-World Business ...
Real-World Business Scenarios Full Download ePub. Online ... The Truthful Art: Data, Charts, and Maps for Communication · Data Visualisation · SHOW ME ...

European data centres
the coming years, an estimated 60 new large data centres are expected in Europe alone.3. The largest .... intentions of the EU proposed Clean Energy Package and its planned Renewables Directive. ...... ergy/energy-power-agreements/power-purchase-agre

Trends in European real exchange rates
The views in this paper are those of the authors alone and do not represent the views of the Bank of Canada. 1 ... studies a large panel of prices of comparable goods across countries, making it ...... It shows that Greece and Portugal stand.