SlideShare a Scribd company logo
Cyntegrity, 2016
Artem Andrianov
CEO Cyntegrity
LIFE DATA INTEGRITY
RBM - the Light Side
Ways 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 Visits
Reduced 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

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RBM: The Light Side

  • 1. Cyntegrity, 2016 Artem Andrianov CEO Cyntegrity LIFE DATA INTEGRITY RBM - the Light Side Ways of Trial Optimization Application of Data-driven Risk-based Monitoring
  • 2. “May the force be with you” (Master Yoda)
  • 3. 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 Visits Reduced Monitoring Traditional: Clinical Sites Monitor (CRA) On-Site Visits
  • 4. Internal and External Risks Internal Risks Company External Risks 4
  • 5. Alarm! + CAPA Right Actions in Right Time
  • 6. Cost of Outsourcing by Function Major cost-saving potential
  • 7. 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.”*
  • 8. 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].
  • 9. Technology plays a critical role in effective risk-based monitoring. However, the monitoring team is equally important.
  • 10. 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
  • 11. 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
  • 12. 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
  • 13. 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