About stuart.mccully
This author has not yet filled in any details.So far stuart.mccully has created 707 blog entries.
USA | FDA Finalises RWD Guidance on Assessing Registries To Support Regulatory Decision-Making for Drug and Biological Products GalleryUSA | FDA Finalises RWD Guidance on Assessing Registries To Support Regulatory Decision-Making for Drug and Biological Products
December 2023, Members-Only, Moderate Update, RWD to Support Reg Decisions, Secondary Use of Existing Data, USA
USA | FDA Finalises RWD Guidance on Assessing Registries To Support Regulatory Decision-Making for Drug and Biological Products
Please login to view this page.
LEBANON | Significant Enhancements to IRB Operations
Please login to view this page.
USA | FDA Finalises Guidance on “Data Standards for Drug and Biological Product Submissions Containing Real-World Data
Please login to view this page.
UK | Updates to Commercial Model Agreements
Please login to view this page.
UK | Removal of the Commercial Standalone Data Processing Agreements
Please login to view this page.
EU | EMA Catalogues of Data Sources and Non-Interventional Studies Go Live in February 2024 GalleryEU | EMA Catalogues of Data Sources and Non-Interventional Studies Go Live in February 2024
December 2023, EU, Members-Only, RWD to Support Reg Decisions, Secondary Use of Existing Data, Significant Update
EU | EMA Catalogues of Data Sources and Non-Interventional Studies Go Live in February 2024
Please login to view this page.
EU | Data Quality Framework for EU Medicine Regulation Finalised
Please login to view this page.
Real World Evidence (RWE) 201…THE END – A Landscape Analysis of Regional RWE Frameworks – The European Health Data Space and DARWIN-EU
In our real world evidence (RWE) 201 series we have been exploring the regional regulatory and data access frameworks that have been implemented to support access to clinical experience data (real world data | RWD), which is crucial if we are to use this RWD to generate RWE.
The European Union (EU) is making significant strides in advancing healthcare through a series of interconnected initiatives. The EU4Health Program aims to bolster health systems, focusing on crisis preparedness and disease prevention. The European Health Data Space is an effort to ensure secure access and exchange of health data across EU countries, enhancing healthcare quality and research. Complementing this, the Data Governance Act seeks to foster trust and facilitate data sharing for societal benefits. The European Medicines Agency (EMA)’s 2025 Vision for Real World Evidence (RWE) and the EMA RWE Framework to Support Regulatory Decision Making are pivotal in integrating real-world data (RWD) and RWE into regulatory processes, improving drug development and monitoring. The EU’s Action Plan for RWD & RWE further emphasizes the use of real-world healthcare data in policy and decision-making. Finally, the incorporation of RWD/RWE into the new EU Medicines Regulations marks a significant shift towards evidence-based, data-driven approaches in the pharmaceutical sector, aiming to enhance patient outcomes and healthcare efficiency across the EU.
The following posts provide more details and visual summaries:
• EU – EU4Health Program: https://lnkd.in/dFkkfp8Y
• EU – The European Health Data Space: https://lnkd.in/dVMFrvD2
• EU – The Data Governance Act: https://lnkd.in/dhGW5euQ
• EU – EMA’s 2025 Vision for RWE: https://lnkd.in/d-quNktH
• EU – EMA RWE Framework to Support Regulatory Decision Making:
• EU – EU’s Action Plan for Real-World Data (RWD) & RWE: https://lnkd.in/d4TwfXM7
• EU – RWD/RWE is Embedded into the New EU Medicines Regulations: https://lnkd.in/dxEZ55AT
Real World Evidence (RWE) – Event Horizon
The term “event horizon” in the context of pharmaceuticals, particularly when discussing the shift towards real-world evidence (RWE) in regulatory submissions, is metaphorically borrowed from astrophysics (yawn!). In astrophysics, an event horizon is the boundary around a black hole beyond which no light or other radiation can escape, marking a point of no return. In the pharmaceutical world, this term is being used to describe a pivotal or critical threshold in the regulatory landscape…something you cannot escape from…as per Agent Smith in the Matrix…”that is the sound of inevitability”…
Here’s a breakdown of this concept:
- Traditional Pharmaceutical Regulatory Process – Traditionally, the approval of new drugs and therapies has heavily relied on data from controlled clinical trials. These trials are designed to evaluate the efficacy and safety of a drug in a highly controlled environment, which, while scientifically rigorous, may not fully represent the complexity of real-world scenarios where patients have diverse backgrounds and co-morbid conditions.
- Shift Towards Real-World Evidence (RWE): Real-world evidence refers to data collected outside the context of randomized controlled trials. This includes medical records, patient registries, and data collected through wearable health devices, among others. The shift towards RWE is driven by the recognition that data from real-world settings can provide a broader and more practical understanding of how a drug performs across a varied population in everyday circumstances.
- “Event Horizon” in Pharmaceuticals: In this context, the “event horizon” represents a critical juncture where the regulatory emphasis is increasingly moving towards the inclusion of RWE in submissions for drug approvals. This shift suggests a point of no return, similar to the astrophysical event horizon, where the industry and regulators are increasingly acknowledging the importance and relevance of real-world data. Once this threshold is crossed, there may be no going back to relying solely on traditional clinical trial data.
- Implications for the Industry: For pharmaceutical companies, this shift means adapting to new methodologies for data collection and analysis. It implies a greater focus on post-market surveillance, patient-reported outcomes, and real-life effectiveness studies. This change could lead to more tailored and flexible regulatory pathways but also requires robust systems to collect and analyse complex real-world data accurately.
- Challenges and Opportunities: While RWE presents opportunities for more adaptive and patient-cantered drug development and approval processes, it also brings challenges. These include ensuring data quality, privacy concerns, and developing standardized methods for data analysis and interpretation.
In summary, the “event horizon” in pharmaceuticals metaphorically signifies a transformative shift towards embracing real-world evidence in regulatory submissions, marking a substantial change in how drug efficacy and safety are evaluated. This transition presents both opportunities and challenges for the industry and regulators.









