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Clinical trials in rare diseases: There is no magic potion. Results and way forward from the Asterix project. Kit Roes UMC Utrecht Armin Koch, Martin Posch, Ferran Torres, Hanneke vd Lee, Cor Oosterwijk, Egbert Biesheuvel, Caroline van Baal and all the researchers of the Asterix consortium (The views expressed are personal and not necessarily those of the CBG-MEB)

Clinical trials in rare diseases: There is no magic potion.There is no magic potion. Results and way forward from the Asterix project. Kit Roes UMC Utrecht Armin Koch, Martin Posch,

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Page 1: Clinical trials in rare diseases: There is no magic potion.There is no magic potion. Results and way forward from the Asterix project. Kit Roes UMC Utrecht Armin Koch, Martin Posch,

Clinical trials in rare diseases: There is no magic potion.

Results and way forward from the Asterix project.

Kit RoesUMC Utrecht

Armin Koch, Martin Posch, Ferran Torres, Hanneke vd Lee, Cor Oosterwijk, Egbert Biesheuvel, Caroline van Baal and all the researchers of the Asterix

consortium

(The views expressed are personal and not necessarily those of the CBG-MEB)

Page 2: Clinical trials in rare diseases: There is no magic potion.There is no magic potion. Results and way forward from the Asterix project. Kit Roes UMC Utrecht Armin Koch, Martin Posch,

The Asterix project

Page 3: Clinical trials in rare diseases: There is no magic potion.There is no magic potion. Results and way forward from the Asterix project. Kit Roes UMC Utrecht Armin Koch, Martin Posch,

The Asterix project

UMCU Kit Roes

AMC Hanneke van der Lee

MUW Martin Posch, Hannover

MHH Armin Koch

UAB Ferran Torres, Caridad Pontes

VSOP Cor Oosterwijk

PSI/EFSPI Egbert Biesheuvel

Page 4: Clinical trials in rare diseases: There is no magic potion.There is no magic potion. Results and way forward from the Asterix project. Kit Roes UMC Utrecht Armin Koch, Martin Posch,

PatientTh

inkTank

The Asterix project

Page 5: Clinical trials in rare diseases: There is no magic potion.There is no magic potion. Results and way forward from the Asterix project. Kit Roes UMC Utrecht Armin Koch, Martin Posch,

Focus on statistical methodology for rare diseases.

• More often an area of high medical need (no treatment)

• Rare disease with large heterogeneity between patients in disease course.

• In (very) rare disease a relatively large fraction of the population to treat could be included in clinical trials (finite “patient horizon”).

• Challenge of appropriate (clinical) endpoints and biomarkers.

• Evidence synthesis more challenging (replication of trials, between study heterogeneity).

5

Page 6: Clinical trials in rare diseases: There is no magic potion.There is no magic potion. Results and way forward from the Asterix project. Kit Roes UMC Utrecht Armin Koch, Martin Posch,

Individual trials

• Progress in methodology

– More efficient procedures for co-primary endpoints.

– Multi-armed sequential trials with simultaneous stopping rule.

– Optimal sequential design subject to maximum sample size.

– Basket trial design for first in human studies

– Optimal tests for multiple binary outcomes

– Sample size re-assessment using power priors

Page 7: Clinical trials in rare diseases: There is no magic potion.There is no magic potion. Results and way forward from the Asterix project. Kit Roes UMC Utrecht Armin Koch, Martin Posch,

External data and series of trials

• Progress in methodology

– Decision making for studies with two strata with andwithout heterogeneity

– Dynamic borrowing (from controlled trials) throughemprirical power priors

– Robust choice of prior in Bayesian meta-analysis of small number of trials and sparse events

Page 8: Clinical trials in rare diseases: There is no magic potion.There is no magic potion. Results and way forward from the Asterix project. Kit Roes UMC Utrecht Armin Koch, Martin Posch,

Evidentiary standard

• Progress in methodology

– Randomised vs non-randomised evidence & bias

– Evidence, eminence & extrapoation: rational weighting of prior information to reduce sample size in vulnerable (small) populations)

– Evaluation of Benefit – Risk assessment in European Public Assessment Reports (EPARs)

– Ongoing: Patient horizon and rational link to type 1 / type 2 error choices.

Page 9: Clinical trials in rare diseases: There is no magic potion.There is no magic potion. Results and way forward from the Asterix project. Kit Roes UMC Utrecht Armin Koch, Martin Posch,

Patient Centered

• Progress in methodology

– Development (concept, statistical, validation plan) for Goal Attainment Scaling – Novel approach to deal with heterogeneity. To be submitted for EMA Qualification.

– POWER Model to include patient perspectives in trial design

– Ethical Framework for rare disease clinical trials

– Patient centered leaflets on clinical trial methodology

In the mean-

time I passed

away

Page 10: Clinical trials in rare diseases: There is no magic potion.There is no magic potion. Results and way forward from the Asterix project. Kit Roes UMC Utrecht Armin Koch, Martin Posch,

Framework & guidance

Clinicalcourse

Acute

Chronic

Single acute episode

Repeated acuteepisodes

Slow/ Non progressive

Progressive led byone system/organ

Progressivemultidimensional

multiorgan

Staged disease

Life threateningFulminating

Time to eventIf SOC, back to normal

Repeated eventsPredictable courseClear-cut episodes

Numer of events, time

Single organ drivenLife-long disease

Predictable course, surrogatesSOC generally available

Adults, disablingMultidimensional single organ

Patient reported outcomes, QoLSurrogates requiring validation

Children, life lasting, registriesMultidimensional multiorganPatient/caregiver otucomes

Poor SOC

Poor prognosisSubgroups requiredTime to end-points

Surrogates validated

Rare

or very

rareFrequency

Ultrarare

(<1/1

05)

Page 11: Clinical trials in rare diseases: There is no magic potion.There is no magic potion. Results and way forward from the Asterix project. Kit Roes UMC Utrecht Armin Koch, Martin Posch,

Framework & guidance

• Ongoing

– Evaluation of all methodology against European Public Assessment Reports.

– To provide more specific guidance at the disease cluster level.

– To understand more specific the evidence base of regulatory decisions.

Page 12: Clinical trials in rare diseases: There is no magic potion.There is no magic potion. Results and way forward from the Asterix project. Kit Roes UMC Utrecht Armin Koch, Martin Posch,

Progress put into context (1)

• Broader results

– Large network of scientists and trained PhD students.

– Impact on new trials in rare diseases.

– Increased understanding of clinical trials in general.

– Increased understanding of role (and opportunities) of clinical evidence in regulatory decision making for orphandrugs.

– Increased patient centeredness of our own profession.

Page 13: Clinical trials in rare diseases: There is no magic potion.There is no magic potion. Results and way forward from the Asterix project. Kit Roes UMC Utrecht Armin Koch, Martin Posch,

Progress put into context (2)

• Rare diseases pose more fundamental dillema’s:

– Due to limited possibility of replication, bias (e.g. historicaldata) more difficult to assess: Randomisation even more important.

– Heterogeneity (between trials, between strata, between…) instrinsically more diffcult to assess.

– Challenge rational basis for evidentiary standards (such as those for significance).

Page 14: Clinical trials in rare diseases: There is no magic potion.There is no magic potion. Results and way forward from the Asterix project. Kit Roes UMC Utrecht Armin Koch, Martin Posch,

Progress put into context (3)

“…..patients suffering from rare conditions should be entitled to the same quality of treatment as other patients.”

Median 538 patients enrolled in orphan drug trials, 1588 in non-orphan.

New methods strongly focus on efficiency: more information from limited (new) data (which is not unique for small populations).

Progress in more rational evidentiary standards needed.

Page 15: Clinical trials in rare diseases: There is no magic potion.There is no magic potion. Results and way forward from the Asterix project. Kit Roes UMC Utrecht Armin Koch, Martin Posch,

• Join us in Zaandam

September 18 & 19

• Visit our website: www.asterix-fp7.eu