barriers in access to personalised medicine denis horgan...

43
Barriers in Access to Personalised Medicine Denis Horgan, EAPM Director www.euapm.eu

Upload: lexuyen

Post on 21-Mar-2018

217 views

Category:

Documents


4 download

TRANSCRIPT

Page 1: Barriers in Access to Personalised Medicine Denis Horgan ...euapm.eu/pdf/EAPM_Barriers_to_Access_PM.pdf · Barriers in Access to Personalised Medicine Denis Horgan, EAPM Director!

 Barriers in Access to Personalised Medicine

Denis Horgan,

EAPM Director  

www.euapm.eu  

 

Page 2: Barriers in Access to Personalised Medicine Denis Horgan ...euapm.eu/pdf/EAPM_Barriers_to_Access_PM.pdf · Barriers in Access to Personalised Medicine Denis Horgan, EAPM Director!

Agenda  •  PM  &  Barriers  

•  Development  of  an  index  

–  Literature  review  

–  Stakeholder  analysis  

–  Priori?za?on  

•  Index  

•  Conclusions  &  Recommenda?ons      

2

Page 3: Barriers in Access to Personalised Medicine Denis Horgan ...euapm.eu/pdf/EAPM_Barriers_to_Access_PM.pdf · Barriers in Access to Personalised Medicine Denis Horgan, EAPM Director!

Preven?on   Diagnosis  

Personalised  Medicine  

Treatment  

PM  

Based  on  an  individual’s  specific  profile  

A  targeted  approach  to:  

Diagnosis  

Treatment  

BARRIERS   pa?ent  

Page 4: Barriers in Access to Personalised Medicine Denis Horgan ...euapm.eu/pdf/EAPM_Barriers_to_Access_PM.pdf · Barriers in Access to Personalised Medicine Denis Horgan, EAPM Director!

Development  of  an  Index  

4

Literature  reviews    

Systematic  literature  review  from  scienti3ic  articles  

 Gaps  &  Needs  assessment  and  SWOT  analysis  

Review  strategic  reports  

Stakeholder  analyses    

Survey  research    

Gaps  &  Needs  assessment  and  SWOT  analysis  

Structured  interviews  

Prioritizing  major  areas  within  access  to  PM  Roundtable  discussions

 

Index  for  barriers  to  PM  in  the  EU

Page 5: Barriers in Access to Personalised Medicine Denis Horgan ...euapm.eu/pdf/EAPM_Barriers_to_Access_PM.pdf · Barriers in Access to Personalised Medicine Denis Horgan, EAPM Director!

Systematic literature review

Personalised Medicine and barriers

Care Treatment Clinical Legislation

Europe Patient Public Health Commercial

Ethics Biological Regulatory Industry

PubMed Web of Science Medline

Scientific articles

1543 articles 580 reviews 81 relevant

Page 6: Barriers in Access to Personalised Medicine Denis Horgan ...euapm.eu/pdf/EAPM_Barriers_to_Access_PM.pdf · Barriers in Access to Personalised Medicine Denis Horgan, EAPM Director!

&

Gaps  &  Needs  and  SWOT-­‐analysis  

Strategic  reports  

GAPS  flaws  in  the  status  quo  acAng  as  barriers  to  PM  

NEEDS  necessary  iniAaAves  to  bridge  the  gaps  

+GAPS    40  

NEEDS    

101  

39   13  

44   60  

Page 7: Barriers in Access to Personalised Medicine Denis Horgan ...euapm.eu/pdf/EAPM_Barriers_to_Access_PM.pdf · Barriers in Access to Personalised Medicine Denis Horgan, EAPM Director!

Main  areas  of  barriers  

Section   Subsection  Science   System  biology  and  data       Research       Clinical  study  design  Operational   Information  delivery       Education  and  training       Inform,  educate,  empower  patients       Regulations  Economics   Reimbursement       Costs  of  testing  EU-­‐level   Bio-­‐banks       Translation       Reimbursement       Legal  and  ethical  

Page 8: Barriers in Access to Personalised Medicine Denis Horgan ...euapm.eu/pdf/EAPM_Barriers_to_Access_PM.pdf · Barriers in Access to Personalised Medicine Denis Horgan, EAPM Director!

Framework  summary  points  Patient  

Healthcare  professionals  

Data  collection  

Data  results  CER/Biobanks  

Regulations  and  guidelines  

Information  CDS  

Reimbursement  decision  

PM-­‐treatment  

HTA-­‐bodies  

Government  EU  –  national  –  regional  

Insurance  

Evaluation  ACCE-­‐framework  

Industry  Research  

ICT-­‐tools  

Data  complexity   Research  approaches  Evidence  

Privacy  

Education  

Page 9: Barriers in Access to Personalised Medicine Denis Horgan ...euapm.eu/pdf/EAPM_Barriers_to_Access_PM.pdf · Barriers in Access to Personalised Medicine Denis Horgan, EAPM Director!

Development  of  an  Index  

9

Literature  reviews    

Systematic  literature  review  from  scienti3ic  articles  

 Gaps  &  Needs  assessment  and  SWOT  analysis  

Review  strategic  reports  

Stakeholder  analyses    

Survey  research    

Gaps  &  Needs  assessment  and  SWOT  analysis  

Structured  interviews  

Prioritizing  major  areas  within  access  to  PM  Roundtable  discussions

 

Index  for  barriers  to  PM  in  the  EU

Page 10: Barriers in Access to Personalised Medicine Denis Horgan ...euapm.eu/pdf/EAPM_Barriers_to_Access_PM.pdf · Barriers in Access to Personalised Medicine Denis Horgan, EAPM Director!

Stakeholder  groups  

Viewpoint Stakeholder group AmountBasic science 1.  ICT

2.  Industry56

Translational research 1. HTA2. Insurance

37

Regulatory field 1.  Member states 34Health systems 1.  Healthcare professionals

2.  Pathologists/oncologists72

Patient perspective 1.  Patient groups 35Total 234

Page 11: Barriers in Access to Personalised Medicine Denis Horgan ...euapm.eu/pdf/EAPM_Barriers_to_Access_PM.pdf · Barriers in Access to Personalised Medicine Denis Horgan, EAPM Director!

Surveys  

Group   Sections   Questions  Insurance  companies   General  information,  PM,  and  reimbursement/  payment   61  ICT  Experts   General  information,  PM,  data  sharing,  and  ICT  services   32  HTA  Experts   General  information,  PM,  and  HTA   76  Industry   General  information,  cancer,  PM,  and  infrastructure   81  Pathologists   General   information,   genetic   testing,   cancer,   infrastructure  

and  data  sharing  105  

Patient  groups   General  information,  cancer,  PM,  genetic  testing,  reimbursement/payment  and  others  

80  

Healthcare  professionals   General   information,   cancer,   quality   assurance,   PM,  payment/reimbursement,  and  infrastructure  

113  

Policy-­‐makers   General  information,  PM,  genetic  testing  and  payment/reimbursement  

35  

E-­‐mail   Website  EAPM   Snowball  

Page 12: Barriers in Access to Personalised Medicine Denis Horgan ...euapm.eu/pdf/EAPM_Barriers_to_Access_PM.pdf · Barriers in Access to Personalised Medicine Denis Horgan, EAPM Director!

General  

Figure A. If participants were aware of any best practice guideline which promotes or plans to promote the concept of PM.

Figure B. If participants think funding is an issue with regard to PM- application

A

B

Page 13: Barriers in Access to Personalised Medicine Denis Horgan ...euapm.eu/pdf/EAPM_Barriers_to_Access_PM.pdf · Barriers in Access to Personalised Medicine Denis Horgan, EAPM Director!

Basic  science  and  translaAonal  research  

Are  guidelines  available  re-­‐use  of  samples?  

Page 14: Barriers in Access to Personalised Medicine Denis Horgan ...euapm.eu/pdf/EAPM_Barriers_to_Access_PM.pdf · Barriers in Access to Personalised Medicine Denis Horgan, EAPM Director!

TranslaAonal  research  and  regulatory  field  

Who  do  you  think  influences  decision-­‐making  processes  in  healthcare  most?    

Page 15: Barriers in Access to Personalised Medicine Denis Horgan ...euapm.eu/pdf/EAPM_Barriers_to_Access_PM.pdf · Barriers in Access to Personalised Medicine Denis Horgan, EAPM Director!

Health  systems  

Healthcare  professionals    Pathologists/oncologists  

How  would  you  define  PM?  

Page 16: Barriers in Access to Personalised Medicine Denis Horgan ...euapm.eu/pdf/EAPM_Barriers_to_Access_PM.pdf · Barriers in Access to Personalised Medicine Denis Horgan, EAPM Director!

PaAent  perspecAve  

Who  do  you  think  influences  the  promoAon  and  applicaAon  of  PM  most?  

Page 17: Barriers in Access to Personalised Medicine Denis Horgan ...euapm.eu/pdf/EAPM_Barriers_to_Access_PM.pdf · Barriers in Access to Personalised Medicine Denis Horgan, EAPM Director!

&Gaps-­‐and-­‐needs  assessment  and  SWOT-­‐analysis  

GAPS  flaws  in  the  status  quo  acAng  as  barriers  to  PM  

NEEDS  necessary  iniAaAves  to  bridge  the  gaps  

+GAPS    63  

NEEDS    

91  

71   73  

79   73  

Structured  interviews  

Page 18: Barriers in Access to Personalised Medicine Denis Horgan ...euapm.eu/pdf/EAPM_Barriers_to_Access_PM.pdf · Barriers in Access to Personalised Medicine Denis Horgan, EAPM Director!

Gaps  

Gaps  from  the  interviews    Patients   Access  to  information  

Funding  Education  via  media  

Basic  research   Basic  research  and  PM  too  far  apart  Transparency  knowledge  transfer  in  preclinical  research  

Translational  research   Awareness  of  needs  in  society  Not  enough  interdisciplinary  translational  centers  Focus  on  knowledge  and  interpretation  

Regulation  bodies   Concept  of  PM  and  its  application  Approval  of  CDx  Regulations  and  legislation  of  PM  

Health  system   Ethical  issues  Oversight  versus  research  Healthcare  decision  making  and  delivery  

Page 19: Barriers in Access to Personalised Medicine Denis Horgan ...euapm.eu/pdf/EAPM_Barriers_to_Access_PM.pdf · Barriers in Access to Personalised Medicine Denis Horgan, EAPM Director!

Gaps  Current  lack  of  trained  people  looking  beyond  single  fields  

Lack  of  companion  diagnosAcs  for  many  treatments  

We  do  not  have  any  data  producAon  structure  so  that  today  gene?c  sequencing  leading  to  a  clinical  decision  is  restricted  to  cancer  and  liver-­‐toxicity.  A  fruiUul  cooperaAon  

between  stakeholders  needs  to  be  fostered.  We  should  inform  them,  imply  them  in  op?ons  as  well  as  choices.  

The  biggest  gap  lies  in  sharing  of  the  interpretaAon  and  knowledge.  There  is  currently  more  effort  on  data  sharing,  but  not  yet  on  interpreta?on,  knowledge  management  and  knowledge  sharing  across  private/public  boundaries.  

A  policy  gap:  laws  and  regula?ons  by  EU  and  na?onal  governments  focus  on  data  protec?on.  One  has  to  move  away  from  protec?on  and  privacy  towards  control  of  one’s  own  data  and  thus  true  empowerment  of  the  ciAzen.  

The  legal  part  of  PM  might  be  easier  when  working  cross  borders.  Maybe  by  the  EC.  

Page 20: Barriers in Access to Personalised Medicine Denis Horgan ...euapm.eu/pdf/EAPM_Barriers_to_Access_PM.pdf · Barriers in Access to Personalised Medicine Denis Horgan, EAPM Director!

Needs  

Needs  from  the  interviews    Patients   Complementing  issues  in  stakeholders  agendas  

Representatives  with  aggregated  knowledge  Systematic  involvement    

Basic  research   Long-­‐term  policies  to  integrate  genomics/clinical  data  Modelling  of  different  types  of  quantitative  –omics    

Translational  research   New  research  instead  of  rebranding  existing  research  to  PM  Train  healthcare  professionals  to  translate  to  patient  Involve  professionals  in  innovations  and  implementation  plans  

Regulatory  bodies   Evidence  on  link  between  speci3ic  tests  and  treatment  outcomes  Review  current  business  models  Sustainable  study  designs  

Health  system   Health  literacy  Information  systems  PM  in  education  healthcare  professionals  

Page 21: Barriers in Access to Personalised Medicine Denis Horgan ...euapm.eu/pdf/EAPM_Barriers_to_Access_PM.pdf · Barriers in Access to Personalised Medicine Denis Horgan, EAPM Director!

Needs  BeWer  links  between  funding  bodies,  industry  and  the  technology  plaXorms  

Long  term  funding  for  cri?cal  resources  and  infrastructures.  

Decrease  the  complexity  and  access  barrier  to  technology  for  normal  general  hospitals.  This  is  not  only  about  the  technology  but  also  about  decision  support  systems  from  data.  

To  set  up  mulAdisciplinary  teams  with  basic  researchers  and  clinicians  to  work  together  in  the  implementaAon  of  biomarkers  in  the  field.  

Decision  making  to  tackle  the  connecAon  between  genomic  and  clinical  “worlds”.  

A  smart  implementa?on  strategy  is  needed.  New  ways  of  innovaAon  in  health  care  systems.  

Partnership  between  several  stakeholders.  Data  providers  and  technology  manufacturers  agreement.  Public  and  private  engagement.  

Page 22: Barriers in Access to Personalised Medicine Denis Horgan ...euapm.eu/pdf/EAPM_Barriers_to_Access_PM.pdf · Barriers in Access to Personalised Medicine Denis Horgan, EAPM Director!

SWOT  Strengths Weaknesses Opportunities Threats

Basic science Better rational treatment

Individual parameters do not give the full story

Combined efforts of the pharmaceutical and diagnostic industry

Premature implementation will lack credibility

Translation Data from large cohorts directly used to inform decision making

Lack of connection between genomic research and clinical practice

Exploit PM for a better understanding of diseases and patient treatment, using genomic data

Har dto introduce new elements, removing outdated or less useful technology is hard

Regulatory Organized discussion on guidelines

Pharmaceutical companies like PM to avoid required evidence based research

Informed drug development leads to cost efficient drug development

Patient groups may become impatient due to the long way

Health system Help in the sustainability of healthcare systems

Healthcare systems rigid May be useful for broader public health interventions

New drug, similar outcome, higher costs

Page 23: Barriers in Access to Personalised Medicine Denis Horgan ...euapm.eu/pdf/EAPM_Barriers_to_Access_PM.pdf · Barriers in Access to Personalised Medicine Denis Horgan, EAPM Director!

Development  of  an  Index  

23

Literature  reviews    

Systematic  literature  review  from  scienti3ic  articles  

 Gaps  &  Needs  assessment  and  SWOT  analysis  

Review  strategic  reports  

Stakeholder  analyses    

Survey  research    

Gaps  &  Needs  assessment  and  SWOT  analysis  

Structured  interviews  

Prioritizing  major  areas  within  access  to  PM  Roundtable  discussions

 

Index  for  barriers  to  PM  in  the  EU

Page 24: Barriers in Access to Personalised Medicine Denis Horgan ...euapm.eu/pdf/EAPM_Barriers_to_Access_PM.pdf · Barriers in Access to Personalised Medicine Denis Horgan, EAPM Director!

PrioriAzaAon  of  barriers  by  stakeholders  

Stakeholder  group   Expertise  Mield   Amount  

Basic  Science   Universities,  research  institutes,  industry   19  

T r a n s l a t i o n a l  

research  

HTA-­‐bodies,  research  networks   18  

Regulatory  Mield   Governmental   institutes,   EU-­‐member   states,  

European  commission  

21  

Health  systems   Healthcare   professionals'   associations,   medical  

faculties  

22  

Total   82  

PerMed-­‐mee?ng  roundtable  sessions  27  -­‐  28  March  2014  

Page 25: Barriers in Access to Personalised Medicine Denis Horgan ...euapm.eu/pdf/EAPM_Barriers_to_Access_PM.pdf · Barriers in Access to Personalised Medicine Denis Horgan, EAPM Director!

Basic  science  

Access  to  data  

In  the  healthy;  in  the  diseased  Longitudinal  studies  'Mobile'  data  Accounting  for  heterogeneity  Standardisation  of  methodology  and  quality  Quality  assurance  underpins  everything

Measurable  outcomes  

Imaging    Inter-­‐operability  Genomics  (exome  -­‐  WGS)  Clinical  validation  Other  data  (omics,  mass  spec,  data  in  exhaled  breath,  urine,  saliva)

Making  sense  of  it    New  statistical  techniques  Multi-­‐scale  data  integration  Modelling  More  than  bioinformatics  alone  required  Danger  of  confounding  error  by  combining  multiple  3lawed  datasets

B

Page 26: Barriers in Access to Personalised Medicine Denis Horgan ...euapm.eu/pdf/EAPM_Barriers_to_Access_PM.pdf · Barriers in Access to Personalised Medicine Denis Horgan, EAPM Director!

TranslaAonal  research  

Citizen  

Data  ownership  and  custodianship  Training  in  literacy  Education  Trials;  Cohorts  Registries

Data  

Sharing/harmonization/standardisation  Policy  Infrastructure  Paper  to  electronic

Partnerships  

Public-­‐private:  IMI  for  PM  Basic-­‐,  clinical-­‐,  and  industry  researchers

Funding  

New  funding  models  Developing  partnerships  Brokering  partnerships  Derisking  projects  Coordination

Education  

Citizens/practitioners/  researchers/patients  Continued  learning  and  development  Behaviour  change/social  sciences T

Page 27: Barriers in Access to Personalised Medicine Denis Horgan ...euapm.eu/pdf/EAPM_Barriers_to_Access_PM.pdf · Barriers in Access to Personalised Medicine Denis Horgan, EAPM Director!

Regulatory  field  

Systematic  early  dialogue  

Decision  maker  (DSM)  –  HTA  Manufacturer  –  HTA  Manufacturer  –  HTA  –  DSM  Manufacturer  –  Manufacturer  

Data  

Ownership;  access  Purposes/users  Bottom-­‐up  policy-­‐making

Dynamics  of  information  

No  prediction  of  risk  No  prediction  of  phenotype    No  indication    No  validation

Regulations    Product  vs.  process:  process  is  not  under  legislation

Outcome  data  

Feedback  data  from  market  to  DSM

R

Page 28: Barriers in Access to Personalised Medicine Denis Horgan ...euapm.eu/pdf/EAPM_Barriers_to_Access_PM.pdf · Barriers in Access to Personalised Medicine Denis Horgan, EAPM Director!

Health  systems  

Communication/dissemination  

Public  debate  on  PM  Stakeholder  participation

DeMine  PM  

Proof  of  concept

Legal  and  ethical    

Sensitive  issue  Inequalities  in  access

Information  &  health  literacy    Support  patients/citizens  CDS/EMR

Outcome  data  

Feedback  data  from  market  to  DSM

H

Page 29: Barriers in Access to Personalised Medicine Denis Horgan ...euapm.eu/pdf/EAPM_Barriers_to_Access_PM.pdf · Barriers in Access to Personalised Medicine Denis Horgan, EAPM Director!

Development  of  an  Index  

29

Literature  reviews    

Systematic  literature  review  from  scienti3ic  articles  

 Gaps  &  Needs  assessment  and  SWOT  analysis  

Review  strategic  reports  

Stakeholder  analyses    

Survey  research    

Gaps  &  Needs  assessment  and  SWOT  analysis  

Structured  interviews  

Prioritizing  major  areas  within  access  to  PM  Roundtable  discussions

 

Index  for  barriers  to  PM  in  the  EU

Page 30: Barriers in Access to Personalised Medicine Denis Horgan ...euapm.eu/pdf/EAPM_Barriers_to_Access_PM.pdf · Barriers in Access to Personalised Medicine Denis Horgan, EAPM Director!

Comparing  results  

Stakeholder  analyses   Literature  review  

Priori?za?on    

Index  

Page 31: Barriers in Access to Personalised Medicine Denis Horgan ...euapm.eu/pdf/EAPM_Barriers_to_Access_PM.pdf · Barriers in Access to Personalised Medicine Denis Horgan, EAPM Director!

Index  

Page 32: Barriers in Access to Personalised Medicine Denis Horgan ...euapm.eu/pdf/EAPM_Barriers_to_Access_PM.pdf · Barriers in Access to Personalised Medicine Denis Horgan, EAPM Director!

PM  treatment  and  care  for  paAents  in  EU  

Page 33: Barriers in Access to Personalised Medicine Denis Horgan ...euapm.eu/pdf/EAPM_Barriers_to_Access_PM.pdf · Barriers in Access to Personalised Medicine Denis Horgan, EAPM Director!

Healthcare  system  

Page 34: Barriers in Access to Personalised Medicine Denis Horgan ...euapm.eu/pdf/EAPM_Barriers_to_Access_PM.pdf · Barriers in Access to Personalised Medicine Denis Horgan, EAPM Director!

Data  and  research  Data  collecAon  

Data  interpretaAon  

Data  evaluaAon  

Page 35: Barriers in Access to Personalised Medicine Denis Horgan ...euapm.eu/pdf/EAPM_Barriers_to_Access_PM.pdf · Barriers in Access to Personalised Medicine Denis Horgan, EAPM Director!

Funding  

Page 36: Barriers in Access to Personalised Medicine Denis Horgan ...euapm.eu/pdf/EAPM_Barriers_to_Access_PM.pdf · Barriers in Access to Personalised Medicine Denis Horgan, EAPM Director!

EU-­‐level  policy  making  

Page 37: Barriers in Access to Personalised Medicine Denis Horgan ...euapm.eu/pdf/EAPM_Barriers_to_Access_PM.pdf · Barriers in Access to Personalised Medicine Denis Horgan, EAPM Director!

Stakeholder  involvement  

Page 38: Barriers in Access to Personalised Medicine Denis Horgan ...euapm.eu/pdf/EAPM_Barriers_to_Access_PM.pdf · Barriers in Access to Personalised Medicine Denis Horgan, EAPM Director!

StandardizaAon  

Page 39: Barriers in Access to Personalised Medicine Denis Horgan ...euapm.eu/pdf/EAPM_Barriers_to_Access_PM.pdf · Barriers in Access to Personalised Medicine Denis Horgan, EAPM Director!

Interoperable  infrastructure  

Page 40: Barriers in Access to Personalised Medicine Denis Horgan ...euapm.eu/pdf/EAPM_Barriers_to_Access_PM.pdf · Barriers in Access to Personalised Medicine Denis Horgan, EAPM Director!

Conclusions  and  recommendaAons  Barrier   Recommendations   Involved stakeholders  Stakeholder involvementMismatch in needs and provided information between clinical practice and research

Facilitate stakeholder involvement in policy making an research implementation by:- Early dialogue- PPPs- Public debate- Bottom-up policy making

From all fields

Lack of awareness and knowledge on PM in clinical practiceStandardizationNational focus for research grants

Standardization of methods across EU by:- Evaluation research grants- Guidelines on data collection, interpretation, quality assurance- Information on reimbursement decisions

From all fields

Lack of comparable data and information in databasesDifferences in reimbursement decisions and implementation of CDx in healthcare systems

Interoperable infrastructureLack of ICT-support tools for data- and information-sharing

Develop ICT-tools for data- and information sharing Should include information on:-  Biobanks-  Data-accessibility-  Information on best practice guidelines

From all fields

Page 41: Barriers in Access to Personalised Medicine Denis Horgan ...euapm.eu/pdf/EAPM_Barriers_to_Access_PM.pdf · Barriers in Access to Personalised Medicine Denis Horgan, EAPM Director!

Conclusions  and  recommendaAons  Barrier Recommendations Involved stakeholdersPolicy-makingScattered policies and legislation across EU

Update and/or develop regulations and legislation on EU-level, such as:- Best practice guidelines (research, reimbursement, implementation, CDS)- Harmonize legislation for diagnostics and treatment; development processes

Basic science e.g. from industry Translation e.g. HTA-expertsRegulatory e.g. member statesHealthcare systems e.g. representatives from associations

Funding Lack of funding for PM-research based on biomarkers to develop CDx

Adjustment of funding models- Best practice guidelines- Conditional reimbursement- Adaptive licensing

Basic science e.g. from industry Translation e.g. HTA-expertsRegulatory e.g. government bodies

Page 42: Barriers in Access to Personalised Medicine Denis Horgan ...euapm.eu/pdf/EAPM_Barriers_to_Access_PM.pdf · Barriers in Access to Personalised Medicine Denis Horgan, EAPM Director!

Conclusions  and  recommendaAons  Barrier Recommendations Involved stakeholdersData and researchLack of relevant data Point-of-care research (CER)

- Agreements on type of data, annotation and quality- Adjusted informed consent (EMR)

Basic science e.g. from industry Healthcare systems e.g. representatives from associations Patient groups e.g. representatives from associations

Lack of information to interpret health data for clinical practice

Integrated informational models- Harmonization of relevant data- Updated disease models

Basic science e.g. from industry Healthcare systems e.g. representatives from associations

Lack of information relevant for HTA-evaluation

Use ACCE-framework in CER:- Best practice guidelines

Basic science e.g. from industry Translation e.g. HTA-expertsRegulatory e.g. government bodiesHealthcare systems e.g. representatives from associations

Page 43: Barriers in Access to Personalised Medicine Denis Horgan ...euapm.eu/pdf/EAPM_Barriers_to_Access_PM.pdf · Barriers in Access to Personalised Medicine Denis Horgan, EAPM Director!

Conclusions  and  recommendaAons  Barrier Recommendations Involved stakeholdersHealthcare systemLack of awareness and knowledge of PM

Training and education- Workshops- Automated support tools- Curricula healthcare professionals

Basic science e.g. from industry Regulatory e.g. government bodiesHealthcare systems e.g. representatives from associations

Lack of support in clinical decision makingLack of uptake of PMPM to patientLack of awareness and knowledge of PM

Information about PM to patients, e.g. by:- Education programs by government- Communication by healthcare professionals

Regulatory e.g. government bodiesHealthcare systems e.g. representatives from associations Patient groups e.g. representatives from associations