a clinical / regulatory perspective on experience so … · rosa giuliani, md breast unit, s....

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Rosa Giuliani, MD Breast Unit, S. Camillo-Forlanini Hospital, Rome, IT Scientific Advisory Group-Oncology_EMA SESSION 5: OPPORTUNITIES AND CHALLENGES WHEN IMPLEMENTING PHC CONCEPTS INTO CLINICAL TRIAL DESIGNS A CLINICAL / REGULATORY PERSPECTIVE ON EXPERIENCE SO FAR WITH BIOMARKERS IN EU APPROVALS OUTLOOK AND CHALLENGES the views expressed are the personal views of the presenter and may not be understood or quoted as being made on behalf of or reflecting the position of EMA or its committees or working parties.

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Page 1: A CLINICAL / REGULATORY PERSPECTIVE ON EXPERIENCE SO … · Rosa Giuliani, MD Breast Unit, S. Camillo-Forlanini Hospital, Rome, IT Scientific Advisory Group-Oncology_EMA SESSION 5:

Rosa Giuliani, MD

Breast Unit, S. Camillo-Forlanini Hospital, Rome, IT

Scientific Advisory Group-Oncology_EMA

SESSION 5: OPPORTUNITIES AND CHALLENGES WHEN IMPLEMENTING

PHC CONCEPTS INTO CLINICAL TRIAL DESIGNS

A CLINICAL / REGULATORY PERSPECTIVE ON EXPERIENCE

SO FAR WITH BIOMARKERS IN EU APPROVALS

OUTLOOK AND CHALLENGES

the views expressed are the personal views of the presenter and may not be understood or quoted as being made on behalf of or reflecting the position of EMA or its committees or working parties.

Page 2: A CLINICAL / REGULATORY PERSPECTIVE ON EXPERIENCE SO … · Rosa Giuliani, MD Breast Unit, S. Camillo-Forlanini Hospital, Rome, IT Scientific Advisory Group-Oncology_EMA SESSION 5:

Presented By Brian Druker recipient of the Science Oncology Award at 2017 ASCO Annual Meeting

At the right time (editor’s noteme)

Page 3: A CLINICAL / REGULATORY PERSPECTIVE ON EXPERIENCE SO … · Rosa Giuliani, MD Breast Unit, S. Camillo-Forlanini Hospital, Rome, IT Scientific Advisory Group-Oncology_EMA SESSION 5:

centralised (EMA) national

registrationprice & reimbursement

(access NHS, WTP)

guidelinesscientific advice (opt)

clinical trial approval

orphan drug designation paediatric studies

devices incl. IVDs, coDx

EU pharmacovigilance coordination

inspections

ACCESS

R&D

EMA structure & functions

decentralised body EU

- headquarters scientific secretariat, coordination (London > 1995)

- network of national agencies from 28 EU countries and > 5000 experts internal & external –

scientific committees (multidisciplinary) & working parties

Page 4: A CLINICAL / REGULATORY PERSPECTIVE ON EXPERIENCE SO … · Rosa Giuliani, MD Breast Unit, S. Camillo-Forlanini Hospital, Rome, IT Scientific Advisory Group-Oncology_EMA SESSION 5:

BENEFIT-RISK ASSESSMENT

Robustness of the whole lot of data:

biological plausibility, validityRISK

BENEFIT

THE B/R is key concept

It does not differ

for drugs based

on biomarkers

Page 5: A CLINICAL / REGULATORY PERSPECTIVE ON EXPERIENCE SO … · Rosa Giuliani, MD Breast Unit, S. Camillo-Forlanini Hospital, Rome, IT Scientific Advisory Group-Oncology_EMA SESSION 5:

Does a specific framework/

regulatory pathway for the development

of biomarker-driven drugs exist in EU?

NO

And yet….

Page 6: A CLINICAL / REGULATORY PERSPECTIVE ON EXPERIENCE SO … · Rosa Giuliani, MD Breast Unit, S. Camillo-Forlanini Hospital, Rome, IT Scientific Advisory Group-Oncology_EMA SESSION 5:

INDIVIDUALISEDSTRATIFIED

binary

EMPIRICAL

PARADIGM SHIFT Unselected/poorly

selected population,

huge numbers to

detect marginal differences

Page 7: A CLINICAL / REGULATORY PERSPECTIVE ON EXPERIENCE SO … · Rosa Giuliani, MD Breast Unit, S. Camillo-Forlanini Hospital, Rome, IT Scientific Advisory Group-Oncology_EMA SESSION 5:

EMA activities in the field of cancer BMs

Drug approval [IVDs, coDx: CE mark national]

BM-restricted indications (also post-A), cut-off?

R&D support

guidelines, scientific advice & qualification of novel methodologies (SAWP, PhGWP)

orphan drug designation in BM+ subsets

research consortia (Medicine Initiative_IMI OncoTrack, Cancer-ID)

Workshops

2016 CDDF immunotherapies; ESMO single-arm trials

Page 8: A CLINICAL / REGULATORY PERSPECTIVE ON EXPERIENCE SO … · Rosa Giuliani, MD Breast Unit, S. Camillo-Forlanini Hospital, Rome, IT Scientific Advisory Group-Oncology_EMA SESSION 5:

Under revision

http://www.ema.europa.eu/ema/index.jsp?curl=pages/regulation/general/general_content_000406.jsp&mid=WC0b01ac0580034cf3

Page 9: A CLINICAL / REGULATORY PERSPECTIVE ON EXPERIENCE SO … · Rosa Giuliani, MD Breast Unit, S. Camillo-Forlanini Hospital, Rome, IT Scientific Advisory Group-Oncology_EMA SESSION 5:
Page 10: A CLINICAL / REGULATORY PERSPECTIVE ON EXPERIENCE SO … · Rosa Giuliani, MD Breast Unit, S. Camillo-Forlanini Hospital, Rome, IT Scientific Advisory Group-Oncology_EMA SESSION 5:

EMA anticancer guideline

identify proper target population to optimize B/R

patient stratification, if convincing evidence of BM selectivity established early in non-

/clinical phases, confirmatory evidence in BM negative patients may not be required

tumor samples integral part; single biopsies may not be representative due to intra-

tumor heterogeneity; multi-sampling, liquid biopsies

The development of biomarker diagnostic methods should be considered early in

clinical development, maximising the clinical application of the technology. A

diagnostic assay complying with the requirements laid down in IVD Directive

(98/79/EC), as appropriate, should be available at time of licensure

Page 11: A CLINICAL / REGULATORY PERSPECTIVE ON EXPERIENCE SO … · Rosa Giuliani, MD Breast Unit, S. Camillo-Forlanini Hospital, Rome, IT Scientific Advisory Group-Oncology_EMA SESSION 5:

For the use in confirmatory studies and e.g. as measures of efficacy, biomarkers must be carefully

and rigorously validated, ideally following systematic evaluation in well designed prospective

clinical trials (EMA/CHMP/446337/2011).

Of note, this guideline also opens for the possibility retrospective validation through replication of

findings.

Page 12: A CLINICAL / REGULATORY PERSPECTIVE ON EXPERIENCE SO … · Rosa Giuliani, MD Breast Unit, S. Camillo-Forlanini Hospital, Rome, IT Scientific Advisory Group-Oncology_EMA SESSION 5:

-Enrichment designs: only BM+ are included

Cons: no info on BM-ve pts

-Stratified designs: stratification by BM status

-Adaptive enrichment: BM+ and BM- pts are included option to restrict randomisation

To BM+ only, after interim analysis

Stratified and adaptive designs support the value of BM at predicting outcome (response),

but require large sample size

TAILORED TRIAL DESIGNs

In cases when info on BM-ve pts is insufficient, such studies may be requested after approval

Page 13: A CLINICAL / REGULATORY PERSPECTIVE ON EXPERIENCE SO … · Rosa Giuliani, MD Breast Unit, S. Camillo-Forlanini Hospital, Rome, IT Scientific Advisory Group-Oncology_EMA SESSION 5:

CT designs co-dev ‘simple’ coDx + BM-stratified drugs

Page 14: A CLINICAL / REGULATORY PERSPECTIVE ON EXPERIENCE SO … · Rosa Giuliani, MD Breast Unit, S. Camillo-Forlanini Hospital, Rome, IT Scientific Advisory Group-Oncology_EMA SESSION 5:

Ann Oncol,Nov 2016

Adapted phase II-III BELLE 4 study

1° line MBC

R 1:1, placebo controlled

Stratification: PI3Kactivation and HR status

207 pts

B+ pacli

416 pts

209 pts

P+ pacli

Interim analysis: no improvement of PFS in the full and in the PI3K pathway activated

population. Trial stopped for futility at the end of phase II

Page 15: A CLINICAL / REGULATORY PERSPECTIVE ON EXPERIENCE SO … · Rosa Giuliani, MD Breast Unit, S. Camillo-Forlanini Hospital, Rome, IT Scientific Advisory Group-Oncology_EMA SESSION 5:

PI3K activated tumors

in 35.3% pts,

Determined mainly

in archival tissues

PIK3CA 72.8%

PTEN gene mut 18.4%

Loss pf PTEN

expression 19%

Page 16: A CLINICAL / REGULATORY PERSPECTIVE ON EXPERIENCE SO … · Rosa Giuliani, MD Breast Unit, S. Camillo-Forlanini Hospital, Rome, IT Scientific Advisory Group-Oncology_EMA SESSION 5:

Cancer heterogeneity (populationsingle-cell level)

-93% oncology drugs fail the transition

from phase I to regulatory approval

-Success rate for drugs

with and without biomarker: 85% vs 51%

Heterogeneity has an impact on

biomarker validation

‘spatial’ temporal

Page 17: A CLINICAL / REGULATORY PERSPECTIVE ON EXPERIENCE SO … · Rosa Giuliani, MD Breast Unit, S. Camillo-Forlanini Hospital, Rome, IT Scientific Advisory Group-Oncology_EMA SESSION 5:

Data + biological noise

Exogenous selective pressure

How do we integrate these two key points?

What do we expect from biopsies?

cfDNA

Biologically relevant?

Biologically neutral?

Presented By Barry Taylor at 2017 ASCO Annual Meeting

Page 18: A CLINICAL / REGULATORY PERSPECTIVE ON EXPERIENCE SO … · Rosa Giuliani, MD Breast Unit, S. Camillo-Forlanini Hospital, Rome, IT Scientific Advisory Group-Oncology_EMA SESSION 5:

Molecular imaging

to investigate heterogeneity

Gebhart G et al,

Ann Oncol 2016

Page 19: A CLINICAL / REGULATORY PERSPECTIVE ON EXPERIENCE SO … · Rosa Giuliani, MD Breast Unit, S. Camillo-Forlanini Hospital, Rome, IT Scientific Advisory Group-Oncology_EMA SESSION 5:

High rate

(>40%)

‘targeted’

but no BM

EU approvals 1995-2014: BM+ve vs not

Page 20: A CLINICAL / REGULATORY PERSPECTIVE ON EXPERIENCE SO … · Rosa Giuliani, MD Breast Unit, S. Camillo-Forlanini Hospital, Rome, IT Scientific Advisory Group-Oncology_EMA SESSION 5:

Drugs with BM+ indication EU

Page 21: A CLINICAL / REGULATORY PERSPECTIVE ON EXPERIENCE SO … · Rosa Giuliani, MD Breast Unit, S. Camillo-Forlanini Hospital, Rome, IT Scientific Advisory Group-Oncology_EMA SESSION 5:

‘CLUSTERS’

tandem BM/target-

histology

….till the new

era of the tumor-

agnostic drug

development???

Page 22: A CLINICAL / REGULATORY PERSPECTIVE ON EXPERIENCE SO … · Rosa Giuliani, MD Breast Unit, S. Camillo-Forlanini Hospital, Rome, IT Scientific Advisory Group-Oncology_EMA SESSION 5:

TARGETED

Solidtumors

BM+ CYTOTOXIC

Page 23: A CLINICAL / REGULATORY PERSPECTIVE ON EXPERIENCE SO … · Rosa Giuliani, MD Breast Unit, S. Camillo-Forlanini Hospital, Rome, IT Scientific Advisory Group-Oncology_EMA SESSION 5:
Page 24: A CLINICAL / REGULATORY PERSPECTIVE ON EXPERIENCE SO … · Rosa Giuliani, MD Breast Unit, S. Camillo-Forlanini Hospital, Rome, IT Scientific Advisory Group-Oncology_EMA SESSION 5:

Pignatti, CCR 2014

EMA activities in the field of cancer BMs

Page 25: A CLINICAL / REGULATORY PERSPECTIVE ON EXPERIENCE SO … · Rosa Giuliani, MD Breast Unit, S. Camillo-Forlanini Hospital, Rome, IT Scientific Advisory Group-Oncology_EMA SESSION 5:

Multidisciplinary expert group of the CHMP 30 members (+ alternates) selected by expertise, not by EU MS, with complementary

scientific competence NCAs, academia, some co-members of COMP, CAT, PDCO, CHMP

monthly face-to-face (F2F) 4-day meetings, 11/year approx. 30-40 new products/each, 20 discussion meetings sponsors

interaction with other EMA WPs, WGs, committees letter peer-reviewed/adopted by CHMP, ad hoc discussions

Network external experts NCA, academia; CoI check

Patient involvement

Scientific Advice Working Party

Page 26: A CLINICAL / REGULATORY PERSPECTIVE ON EXPERIENCE SO … · Rosa Giuliani, MD Breast Unit, S. Camillo-Forlanini Hospital, Rome, IT Scientific Advisory Group-Oncology_EMA SESSION 5:

SA/PROTOCOL ASSISTANCE PROCEDURES 2001-2014

Total number of procedures Orphans

Page 27: A CLINICAL / REGULATORY PERSPECTIVE ON EXPERIENCE SO … · Rosa Giuliani, MD Breast Unit, S. Camillo-Forlanini Hospital, Rome, IT Scientific Advisory Group-Oncology_EMA SESSION 5:

Therapeutic areas

Page 28: A CLINICAL / REGULATORY PERSPECTIVE ON EXPERIENCE SO … · Rosa Giuliani, MD Breast Unit, S. Camillo-Forlanini Hospital, Rome, IT Scientific Advisory Group-Oncology_EMA SESSION 5:

EMA annual report 2013

by clinical development phase:

EMA SA/PA

EMA SA/PA requests by issues covered

Page 29: A CLINICAL / REGULATORY PERSPECTIVE ON EXPERIENCE SO … · Rosa Giuliani, MD Breast Unit, S. Camillo-Forlanini Hospital, Rome, IT Scientific Advisory Group-Oncology_EMA SESSION 5:

No access to raw data; ‘strategy’

Biomarker

scientific plausibility (target/related?)

non/clinical evidence for qualification

context of use: MoA, anatomical-histo tumour type…

Assay/test

establish analytical & clinical validity, cut-off

pre- (biospecimens) and post-analytical

platform, development and bridging

BM issues scientific advice

Page 30: A CLINICAL / REGULATORY PERSPECTIVE ON EXPERIENCE SO … · Rosa Giuliani, MD Breast Unit, S. Camillo-Forlanini Hospital, Rome, IT Scientific Advisory Group-Oncology_EMA SESSION 5:

Relevance of advice

DRUG DEVELOPMENT

UNMET

NEED

EARLY PHASE

PRECLINICAL

DEVELOPMENT

CLINICAL

DEVELOPMENT

SUBMISSION

for

APPROVAL

ADVANCED PHASE HTA/

Price&

reimbursement

Early dialogue is needed

Page 31: A CLINICAL / REGULATORY PERSPECTIVE ON EXPERIENCE SO … · Rosa Giuliani, MD Breast Unit, S. Camillo-Forlanini Hospital, Rome, IT Scientific Advisory Group-Oncology_EMA SESSION 5:

EXPERTS selected according to their specific expertise

CORE GROUP (3-yrs)

CONTINUITY

CONSISTENCY

ADDITIONAL EXPERTS On a case by case basis

RELEVANT PROFESSIONAL

EDUCATION

TRAINING & EXPERIENCE eg patients & pts advocates

Inter-COMMITTEE SCIENTIFIC

ADVISORY GROUP (IC-SAG) for ONCOLOGY

SAGs are convened by CHMP to deliver answers, on a consultative basis, to specific questions, abt drugs at advanced stage of

development

Page 32: A CLINICAL / REGULATORY PERSPECTIVE ON EXPERIENCE SO … · Rosa Giuliani, MD Breast Unit, S. Camillo-Forlanini Hospital, Rome, IT Scientific Advisory Group-Oncology_EMA SESSION 5:

Biomarkers often used to “garnish”

Biomarkers as rescuers of drugs

on the verge of failure

Page 33: A CLINICAL / REGULATORY PERSPECTIVE ON EXPERIENCE SO … · Rosa Giuliani, MD Breast Unit, S. Camillo-Forlanini Hospital, Rome, IT Scientific Advisory Group-Oncology_EMA SESSION 5:

Pignatti, CCR 2014

Page 34: A CLINICAL / REGULATORY PERSPECTIVE ON EXPERIENCE SO … · Rosa Giuliani, MD Breast Unit, S. Camillo-Forlanini Hospital, Rome, IT Scientific Advisory Group-Oncology_EMA SESSION 5:

Encouraged parallel EMA & FDA application

(confidentiality agreement), communication

during assessment, joint meetings

BM Qualification Procedure in EU

A qualified BM can be used in drug development

without the confirmation of acceptance

Page 35: A CLINICAL / REGULATORY PERSPECTIVE ON EXPERIENCE SO … · Rosa Giuliani, MD Breast Unit, S. Camillo-Forlanini Hospital, Rome, IT Scientific Advisory Group-Oncology_EMA SESSION 5:

preclinical clinical drug use

EMA qualification novel methodologies

pharmacological screening

PK/PD modelling

toxicogenomics

dose-response

proof of concept

population selection

endpoints (MRD)

optimise population

guide treatment

regimen

in-depth assessment (raw data, protocols…), possible FDA parallel VXDS, platform for multi-

sponsor pre-competitive collaboration – outcomes:

0 requests for EMA qualification procedures BMs for cancer patient selection since 2008, all

SA on ‘approach’

Underused in oncology, missed opportunities (PD-L1?)

Page 36: A CLINICAL / REGULATORY PERSPECTIVE ON EXPERIENCE SO … · Rosa Giuliani, MD Breast Unit, S. Camillo-Forlanini Hospital, Rome, IT Scientific Advisory Group-Oncology_EMA SESSION 5:

CHMP Qualification Opinion (public document)

on the acceptability of a specific use of the proposed method (e.g. use of a biomarker in R&D non-/clinical studies), based on the assessment of submitted data, not product-specific

CHMP Qualification Advice (confidential document)

on future protocols and methods for further method development towards qualification, based on evaluation of scientific rationale and on preliminary data

Letter of support (public, subject to sponsor’s agreement)

when novel methodology under evaluation cannot yet be qualified but is shown to be promising based on preliminary data – to encourage data-sharing and facilitate eventual studies towards qualification

Qualification outcomes

Page 37: A CLINICAL / REGULATORY PERSPECTIVE ON EXPERIENCE SO … · Rosa Giuliani, MD Breast Unit, S. Camillo-Forlanini Hospital, Rome, IT Scientific Advisory Group-Oncology_EMA SESSION 5:

Challenges

- Rare mol. subsets, SATs, ‘novel’ designs (basket)

- Move from coDx to multiplex panels, WES/WGS

- Combinations?

- Divergences in IVDs for same BM in a drug class, data-sharing & cross-

validation

- Intra-tumor heterogeneity implications for registrational CTs,

multiregion/mets sampling, subclonal %, ‘liquid biopsies’…

- Drug label: BM+, uncertainty cut-offs – evolution during lifecycle

- P&R national – IVD ‘gatekeeper’ - informational needs patients, clinicians,

HTAs/payers - differential C/E by BM thresholds?

Page 38: A CLINICAL / REGULATORY PERSPECTIVE ON EXPERIENCE SO … · Rosa Giuliani, MD Breast Unit, S. Camillo-Forlanini Hospital, Rome, IT Scientific Advisory Group-Oncology_EMA SESSION 5:
Page 39: A CLINICAL / REGULATORY PERSPECTIVE ON EXPERIENCE SO … · Rosa Giuliani, MD Breast Unit, S. Camillo-Forlanini Hospital, Rome, IT Scientific Advisory Group-Oncology_EMA SESSION 5:

assaydivergences

drugnivolumab

BMSpembrolizumab

MSDdurvalumabAstraZeneca

atezolizumabRoche

avelumabMerck/Pfizer

target PD-1 PD-1 PD-L1 PD-L1 PD-L1

sample archival recentarchival/recent

archival/recentfreshcutslides

?

IHCassay

Dako28-8*COMPLEM

Dako22C3*coDX

VentanaSP263

VentanaSP142

Dako?

celltypes

TC TC TC IC&/orTC TC

cut-offsNSCLC

TC≥5%TC≥1%TC≥50%

TC≥25%TCorIC≥1%TCorIC≥5%

TC≥50%orIC≥10%TC≥1%

noharmonisedmeaningofPD-L1+,clinicalimplicationsindecisionmaking,orderingtestsandcomparingagents

→BluePrintPD-L1IHC

Page 40: A CLINICAL / REGULATORY PERSPECTIVE ON EXPERIENCE SO … · Rosa Giuliani, MD Breast Unit, S. Camillo-Forlanini Hospital, Rome, IT Scientific Advisory Group-Oncology_EMA SESSION 5:

BREAKTHROUGHRAREMOLULTRA-RARE

R

prospectively identify when RCTs not strictly required for approval (e.g. unequivocal

equipoise loss) and/or feasible (ultra-rare entities or mol. subgroups in the context of

stratified medicine)

key elements: RCT feasibility, compelling efficacy thresholds on valid endpoints (ORR,

DoR, others?), adequate external controls, indirect comparisons, supportive &

confirmatory evidence…

screeningIVDBM+

SAT framework – scenarios Courtesy of J. Martinalbo

Page 41: A CLINICAL / REGULATORY PERSPECTIVE ON EXPERIENCE SO … · Rosa Giuliani, MD Breast Unit, S. Camillo-Forlanini Hospital, Rome, IT Scientific Advisory Group-Oncology_EMA SESSION 5:

NOT ALL DRUGS ARE CREATED EQUAL

Page 42: A CLINICAL / REGULATORY PERSPECTIVE ON EXPERIENCE SO … · Rosa Giuliani, MD Breast Unit, S. Camillo-Forlanini Hospital, Rome, IT Scientific Advisory Group-Oncology_EMA SESSION 5:

Timely (early) access to

innovative agents

Flexibility

Foster progress & health

Robust evidence

Quality of data

Miss the “magic moment”

for OS

RISKBENEFIT

EARLY ACCESS vs COMPLETE INFORMATION

EARLY

REGULATORY

APPROVAL

EARLY ACCESS

for PATIENTS

MAJOR CHALLENGE

Page 43: A CLINICAL / REGULATORY PERSPECTIVE ON EXPERIENCE SO … · Rosa Giuliani, MD Breast Unit, S. Camillo-Forlanini Hospital, Rome, IT Scientific Advisory Group-Oncology_EMA SESSION 5:

MarketaccessEUquality,

safety,efficacy

B/R

clinicalevidenceE&S

assoc.uncertainty

singleEUframeworkbudgetimpact,C/E,REA

nationalframeworks

P&R V

14Courtesy of J.Martinalbo

Page 44: A CLINICAL / REGULATORY PERSPECTIVE ON EXPERIENCE SO … · Rosa Giuliani, MD Breast Unit, S. Camillo-Forlanini Hospital, Rome, IT Scientific Advisory Group-Oncology_EMA SESSION 5:

The “FUNNEL effect”

(Too) Many variables at each stage

Some more transparent,

other less

REGULATORS

HTA

PAYERS

HOSPITALS

R&D

I am (stuck) here

Page 45: A CLINICAL / REGULATORY PERSPECTIVE ON EXPERIENCE SO … · Rosa Giuliani, MD Breast Unit, S. Camillo-Forlanini Hospital, Rome, IT Scientific Advisory Group-Oncology_EMA SESSION 5:

http://www.ema.europa.eu/ema/index.jsp?curl=pages/news_and_events/news/2017/03/news_detail_002722.jsp&mid=WC0b01ac058004d5c1

Page 46: A CLINICAL / REGULATORY PERSPECTIVE ON EXPERIENCE SO … · Rosa Giuliani, MD Breast Unit, S. Camillo-Forlanini Hospital, Rome, IT Scientific Advisory Group-Oncology_EMA SESSION 5:

First ever trial of penicillin at the Radcliffe Infirmary in Oxford

RANDOMIZED TRIAL12 PTS…Penicillin enough for 6!

BIOLOGIC EXPLOSION IN THE MIDST OF ECONOMIC CRISIS

PHASE TWO TRIAL CAN BE MISLEADING, PHASE III ARE

ENOURMOUSLY EXPENSIVE FOR VIRTUALLY EVERYONE

COOPERATION IS NOT AN OPTION ANYMORE, IT’S a NEED

RATIONAL DESIGN IMPLEMENTED WITH BIOMARKERS

Page 47: A CLINICAL / REGULATORY PERSPECTIVE ON EXPERIENCE SO … · Rosa Giuliani, MD Breast Unit, S. Camillo-Forlanini Hospital, Rome, IT Scientific Advisory Group-Oncology_EMA SESSION 5:

In the bookshopironically

on the same shelf

Page 48: A CLINICAL / REGULATORY PERSPECTIVE ON EXPERIENCE SO … · Rosa Giuliani, MD Breast Unit, S. Camillo-Forlanini Hospital, Rome, IT Scientific Advisory Group-Oncology_EMA SESSION 5:
Page 49: A CLINICAL / REGULATORY PERSPECTIVE ON EXPERIENCE SO … · Rosa Giuliani, MD Breast Unit, S. Camillo-Forlanini Hospital, Rome, IT Scientific Advisory Group-Oncology_EMA SESSION 5:

Ann Oncol, 2015

Page 50: A CLINICAL / REGULATORY PERSPECTIVE ON EXPERIENCE SO … · Rosa Giuliani, MD Breast Unit, S. Camillo-Forlanini Hospital, Rome, IT Scientific Advisory Group-Oncology_EMA SESSION 5:
Page 51: A CLINICAL / REGULATORY PERSPECTIVE ON EXPERIENCE SO … · Rosa Giuliani, MD Breast Unit, S. Camillo-Forlanini Hospital, Rome, IT Scientific Advisory Group-Oncology_EMA SESSION 5:

CHALLENGES in DRUG DEVELOPMENT

Page 52: A CLINICAL / REGULATORY PERSPECTIVE ON EXPERIENCE SO … · Rosa Giuliani, MD Breast Unit, S. Camillo-Forlanini Hospital, Rome, IT Scientific Advisory Group-Oncology_EMA SESSION 5:

V 1.1 exp Sept 2017SAT

Page 53: A CLINICAL / REGULATORY PERSPECTIVE ON EXPERIENCE SO … · Rosa Giuliani, MD Breast Unit, S. Camillo-Forlanini Hospital, Rome, IT Scientific Advisory Group-Oncology_EMA SESSION 5:

Sept 2016

The concept of personalized medicine is so appealing that seemingly only curmudgeons could criticize it.