rbm: the light side
TRANSCRIPT
Cyntegrity, 2016
Artem AndrianovCEO Cyntegrity
LIFE DATA INTEGRITY
RBM - the Light SideWays of Trial Optimization
Application of Data-driven
Risk-based Monitoring
“May the force be with you”
(Master Yoda)
What is Risk-Based Monitoring (RBM)?
• Monitoring have to be done by law (GCP);• Monitoring is 1 3−𝑟𝑑 of clinical trial costs
RBM:
Clinical Sites
Monitor (CRA)
Risk Profiles
On-Site VisitsReduced Monitoring
Traditional:
Clinical Sites
Monitor (CRA)
On-Site Visits
Internal and External Risks
Internal Risks
Company
External Risks
4
Alarm! + CAPA
Right Actions in Right Time
Cost of Outsourcing by Function
Major cost-saving potential
RBM Required by Regulatory
1. FDA in 2013
2. EMA in 2014
3. GCP Addendum published in 2015
* Source: ICH Harmonised Tripartite Guideline, Guideline For Good Clinical Practice E6(R1), Addendum Draft
“The sponsor should develop a systematic, prioritized, risk-based approach to monitoring clinical trials. A combination of on-site and centralized monitoring activities may be appropriate. (...) Centralized monitoring is a remote evaluation of ongoing and/or cumulative data collected from all trial sites in a timely manner. Emerging advances in technology may facilitate the remote monitoring of source data when appropriate.”*
How RBM Influences a Trial?
Costs reduction in a long run, through recruitment fewer patients, data quality improvement and control under "risky situations" like e.g. sloppiness and protocol violation.
Control and improvement of clinical data quality, as a result, narrow confidence intervals of a clinical trial by means of reducing “data noise”. I.e. Better chances to reach statistical significance of a trial's outcome.
Building up a Knowledge Base of To-do actions from study to study letting inexperienced CRAs be effective from the first day.
"On-the-fly" applying of KRIs from other Sponsors (even in the middle of a trial).
Compliance with GCP Addendum, FDA and EMA monitoring guidances.
More efficient risk communication within company.
*”Risk-based monitoring: Reduce clinical trial costs while protecting safety and quality,” PwC. [Online]. Available: http://www.pwc.com/us/en/health-industries/publications/pharmaceutical-development-risk-based-monitoring.html. [Accessed: 14-Oct-2015].
Technology plays a critical role in effective risk-based monitoring. However, the monitoring team is equally important.
Technology Essential Features
Risk Management
Data Quality Monitoring
Site Ranking
• Umbrella Principle – unification of CTMS, EDC, etc.• Risk mitigation communication• Concentration on systemic risk, not random artefacts
• P-value control for essential variables• Geographical quality spread• Data quality dynamics and comparison values
• Transparent communication and site involvement• Historical Root-Cause feedback graph
Value Proposition for Sponsor
Keeping data clean • Increases efficiency by reducing the need for corrective actions
• Narrows the confidence intervals
• Improves the chances to reach statistical significance
Remote 100% data-monitoring
• Improves the job-quality of CRA, allows more remote work
• Reduces monotonous checks
• Adds objectivity in assessment
• Allows partial work from home
• Controls missing information based on protocol
Remote Study Performance
monitoring• Controls the recruitment process
Value Proposition (cont.)
Risk Profiles of Sites
• Guide on-site workload based on Risk Profiles
To-Do Expert System
• Formalizes the knowledge & experience about trial management
Keeping Risk CAPA process under control
• Rationalized RBM reports and alert communications
• Total risk analysis audit for regulatory agencies
• Objective assessment of a risky situation & possible consequence
Total Risk Defense Strategy
• Transparency of risk management of a trial
• Audit trail when risk was identified and what was undertaken, by whom
• Final risk management report at the end of a trial
Cyntegrity’s Services
Definition of Key Risk
Indicators
• Risk indicators validation
• Programming of specialized risk indicators
• Objective assessment of site performance
Proof of Protocol for a Risk Adaptive
Approach
• Monitoring plans
• Study adaptive approach
Application of RBM with
Automatic System
EarlyBird®
• Needed software
• Needed hardware
• Needed process