Objectives 11 2 3 44 5 Opportunities Data: where RWE can strengths, Which Data? Examples Conclusions support the AP limitations approach and challenges 1 Objectives 11 Which Data? 2 Which Data? Which Data? Epigenetics Transcriptomics Genomics Proteomics Functional RCTs Phenotypes Metabolomics Pharmaco Lipidomics In silico genomics Social modelling Media Structural M‐Health biology Electronics Surveys health recordsRWE Real world data Environmental Claims is defined as data that are collected data Registries databases outside the constraints of conventional randomised clinical trials. 3 Which Data? Electronic health records Primary care data, hospital records Patient and Claims data caregiver surveys Registries Existing disease The Future Registries / new Social media product registries data DDaattaassoouurrcceess Prescription databases Patient derived data Drug utilisation (via smart phone or web based technologies) 4 Patient Driven Platform for RWE – the future Julian Isla 5 Objectives 11 2 Which Data? Examples 6 RWE is already in routine use in the EU Particularly true for marketed products - safety monitoring and drug utilisation. 7 Post-authorisation safety Examples • RCT suggested increased fracture risk in women at arm, wrist, hand & foot. • Electronic health records – GPRD • 1819 patients were included with well defined exposure and a fracture. • Increased fracture risk with exposure to rosiglitazone and pioglitazone, in both men and women and at a range of fracture sites. 8 Post-authorisation safety Special needs/disability registers linked to immunisation records 9 Observational studies supporting withdrawals/restrictions 10
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