A virtual experience - 15 – 19 March 2021
Each year DIA Europe brings together hundreds of life science professionals from all parts of the drug development life-cycle. 2020 may have changed the setting of the conference, however it did not change the focus on the health of patients world-wide.
I attended this year’s virtual conference and primarily focussed on attending the sessions around pharmacovigilance. As well as COVID-19, Intelligent Automation (IA), Machine Learning (ML), Robotic Process Automation (RPA), and Artificial Intelligence (AI) were prominent players in the pharmacovigilance discussion topics.
Although we missed out on the in-person interaction, I have to credit DIA for creating a very user-friendly and interactive virtual conference setting with jam-packed content.
Below is my takeaway of some of the insights shared during the following sessions:
- Vaccination: Exploring risk communication needs.
- Globalisation of pharmacovigilance and Impact of the COVID-19 pandemic.
- Poster Session – Safety & pharmacovigilance.
- Changes in PV and the impact of EU legislation on patient safety.
- Advances in evidence-based quality and risk management for pharmacovigilance decisions making.
- Strategies to implement routine Intelligent Automation technologies within pharmacovigilance for the ICSR process.
- A digital channel pharmacovigilance requirements database with integrated Robotic Process Automation (RPA).
- The use of Artificial Intelligence/ Machine Learning in pharmacovigilance.
The Impact of COVID-19 on pharmacovigilance
We are currently in novel territory as safety signals are scrutinised on a daily basis by the media and Regulatory Authorities. In March, we saw 13 EU countries suspend the AstraZeneca vaccine over blood clot fears even after UK’s Medicines and Healthcare products Regulatory Agency (MHRA), European Medicines Agency (EMA) and the World Health Organisation (WHO) assured no link between the doses and clotting had been established. A reported adverse event does not mean that the adverse event is attributed to the vaccine. Causality assessments need to be further reviewed before we can attribute blood clots to the vaccine.
Effective and tailor-made risk communication of vaccines is needed especially in the post COVID-19 era. Transparent, user-friendly and clear communication in simple language must be provided to the wider public. Social media has been widely used and we have seen global regulatory authorities create a reach with the general public through videos and social media content.
There has also been public scepticism around the speed of bringing the vaccine to market. It is important to understand that Pharma, Biotechs, CROs, and Regulators have a very good understanding of the safety profile despite overlapping clinical trial steps across Phases 1 - 3. It is also important to understand that in the current climate, we cannot have trials on-going for 2 years or more, and that it is in the public's interest to have vaccines available as soon as possible. The critical review process of the safety of medicinal products and vaccines, to ensure continual monitoring of safety of vaccine post-approval, is very robust and has been in place for a long time.
The future of pharmacovigilance
The pandemic has both strained the pharmacovigilance system and forced innovation. Changes to pharmacovigilance include electronic reporting of ICSRs and other safety documents (PSURs/ RMPs etc.), virtual audits and inspections and global collaboration in safety monitoring and assessment.
Over the past few decades, we have seen the evolution of formal and detailed pharmacovigilance requirements such as the the introduction of the PV legislation in the EU in 2012 to strengthen the handling of drug safety by the by industry, authorities, and health care professionals.
To continue strengthening the world of pharmacovigilance, we should look to elevate the pharmacovigilance profession as there is currently limited availability of talent and this is a major setback for future development. Opportunity areas include investing in continuous training, education and awareness in pharmacovigilance across healthcare professionals, healthcare scientists and students, those working in the pharmaceutical industry and also the general public. We also need to look at enhanced partnerships across health systems and the scientific community, and a possible global roll-out of a scheme similar to the successful MHRA UK yellow card scheme.
Intelligent automation is also a positive way forward for pharmacovigilance
Rule-based static systems are in place across pharmacovigilance and we are now seeing Intelligent Automation-based static systems emerging. Intelligent Automation-based dynamic systems are a likely eventuality and these will probably be Intelligent Automation-based static systems which are continuously updated based on new source data.
Machine Learning is here, has been for a while and is a developing area, both for industry and regulators. The industry needs to trust in outputs: Robust, reliability and reasoning; and should also have realistic expectations of machine-learning outputs. Suggestions around co-creation with regulators and alignment between regulators is the best path forward.
Intelligent automation solutions have many areas of application in pharmacovigilance and require a combination of factors to be successful. There is an importance of these tools fitting into existing workflows and culture.
Examples include:
- Auto-translation systems of source documents.
- Entry of individual adverse event reports in to the safety database - Model based on machine learning for causality assessment of ICSRs.
- Identification of Safety Signals.
- A digital channel pharmacovigilance requirements database with integrated Robotic Process Automation (RPA). This is a solution designed by Roche to screen websites for potential ADR case reports.
- As per ICH E2D, MAHs should routinely screen websites under their responsibility or management for potential ADR case reports.
Dominic Nguyen-Van-Tam (Medicines and Healthcare Products Regulatory Agency, United Kingdom) spoke about Intelligent Automation (AI) in pharmacovigilance case processing – An MHRA pharmacovigilance inspector’s perspective. As part of the AI Focus Group Outreach Program, the MHRA held discussions with the majority of global pharmaceuticals companies and large AI vendors. The exciting news is that the vast majority of AI activity seems to be taking place in the area of pharmacovigilance. The MHRA expects to encounter AI systems in pharmacovigilance inspections in the context of case processing and possibly signal detection. Pharmacovigilance inspections will evolve to encompass inspection of AI systems. The MHRA has produced a 2nd draft for GPvP AI in post-marketing which they are aiming to finalise within the next few months.
All in all, these DIA Europe 2021 sessions provided a great insight into various on-going and planned global pharmacovigilance related activities. It is mind-blowing at how far pharmacovigilance has come in the past few decades. With Intelligent Automation, I look forward to where this industry takes us over the next 20 years.
In this section
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Digital Disruption
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Clinical strategies to optimise SaMD for treating mental health
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Digital Disruption whitepaper
- AI and clinical trials
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Clinical trial data anonymisation and data sharing
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Clinical Trial Tokenisation
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Closing the evidence gap: The value of digital health technologies in supporting drug reimbursement decisions
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Digital disruption in biopharma
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Disruptive Innovation
- Remote Patient Monitoring
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Personalising Digital Health
- Real World Data
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The triad of trust: Navigating real-world healthcare data integration
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Clinical strategies to optimise SaMD for treating mental health
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Patient Centricity
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Agile Clinical Monitoring
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Capturing the voice of the patient in clinical trials
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Charting the Managed Access Program Landscape
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Developing Nurse-Centric Medical Communications
- Diversity and inclusion in clinical trials
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Exploring the patient perspective from different angles
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Patient safety and pharmacovigilance
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A guide to safety data migrations
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Taking safety reporting to the next level with automation
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Outsourced Pharmacovigilance Affiliate Solution
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The evolution of the Pharmacovigilance System Master File: Benefits, challenges, and opportunities
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Sponsor and CRO pharmacovigilance and safety alliances
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Understanding the Periodic Benefit-Risk Evaluation Report
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A guide to safety data migrations
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Patient voice survey
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Patient Voice Survey - Decentralised and Hybrid Trials
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Reimagining Patient-Centricity with the Internet of Medical Things (IoMT)
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Using longitudinal qualitative research to capture the patient voice
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Agile Clinical Monitoring
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Regulatory Intelligence
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An innovative approach to rare disease clinical development
- EU Clinical Trials Regulation
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Using innovative tools and lean writing processes to accelerate regulatory document writing
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Current overview of data sharing within clinical trial transparency
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Global Agency Meetings: A collaborative approach to drug development
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Keeping the end in mind: key considerations for creating plain language summaries
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Navigating orphan drug development from early phase to marketing authorisation
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Procedural and regulatory know-how for China biotechs in the EU
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RACE for Children Act
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Early engagement and regulatory considerations for biotech
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Regulatory Intelligence Newsletter
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Requirements & strategy considerations within clinical trial transparency
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Spotlight on regulatory reforms in China
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Demystifying EU CTR, MDR and IVDR
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Transfer of marketing authorisation
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An innovative approach to rare disease clinical development
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Advanced therapies for rare diseases
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Cross-border enrollment of rare disease patients
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Crossing the finish line: Why effective participation support strategy is critical to trial efficiency and success in rare diseases
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Diversity, equity and inclusion in rare disease clinical trials
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Identify and mitigate risks to rare disease clinical programmes
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Leveraging historical data for use in rare disease trials
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Natural history studies to improve drug development in rare diseases
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Patient Centricity in Orphan Drug Development
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The key to remarkable rare disease registries
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Therapeutic spotlight: Precision medicine considerations in rare diseases
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Advanced therapies for rare diseases
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Transforming Trials
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Accelerating biotech innovation from discovery to commercialisation
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Ensuring the validity of clinical outcomes assessment (COA) data: The value of rater training
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Linguistic validation of Clinical Outcomes Assessments
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Optimising biotech funding
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Best practices to increase engagement with medical and scientific poster content
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Decentralised clinical trials
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Biopharma perspective: the promise of decentralised models and diversity in clinical trials
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Decentralised and Hybrid clinical trials
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Practical considerations in transitioning to hybrid or decentralised clinical trials
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Navigating the regulatory labyrinth of technology in decentralised clinical trials
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Biopharma perspective: the promise of decentralised models and diversity in clinical trials
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eCOA implementation
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Implications of COVID-19 on statistical design and analyses of clinical studies
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Improving pharma R&D efficiency
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Increasing Complexity and Declining ROI in Drug Development
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Innovation in Clinical Trial Methodologies
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Risk Based Quality Management
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Transforming the R&D Model to Sustain Growth
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Accelerating biotech innovation from discovery to commercialisation
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Value Based Healthcare
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Strategies for commercialising oncology treatments for young adults
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US payers and PROs
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Accelerated early clinical manufacturing
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Cardiovascular Medical Devices
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CMS Part D Price Negotiations: Is your drug on the list?
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COVID-19 navigating global market access
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Ensuring scientific rigor in external control arms
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Evidence Synthesis: A solution to sparse evidence, heterogeneous studies, and disconnected networks
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Global Outcomes Benchmarking
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Health technology assessment
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Perspectives from US payers
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ICER’s impact on payer decision making
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Making Sense of the Biosimilars Market
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Medical communications in early phase product development
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Navigating the Challenges and Opportunities of Value Based Healthcare
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Payer Reliance on ICER and Perceptions on Value Based Pricing
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Payers Perspectives on Digital Therapeutics
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Precision Medicine
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RWE Generation Cross Sectional Studies and Medical Chart Review
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Survey results: How to engage healthcare decision-makers
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The affordability hurdle for gene therapies
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The Role of ICER as an HTA Organisation
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Strategies for commercialising oncology treatments for young adults
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