The way we manage the TMF is constantly evolving. Regulations are often catalysts to change in the eTMF space and staying on top of industry trends is vital in making sure you are working in the best possible way.
In our presentation, we will be exploring 5 of the hottest trends in the future of eTMF which include interoperability, traceability and data integrity, challenges of inspection when data is spread in multiple systems, and how the industry would be affected by the potential ratification of the TMF Reference Model by ICH.
We will also dive deeper into the inner workings of these trends and how we can begin to solve some of these issues which are spreading in the industry.
The presentation covers the following topics:
- Where the industry is today regarding eTMF
- What regulatory bodies are initiating change in the clinical space
- How the ICH is a catalyst to change in the TMF reference model
- Traceability and data integrity in today's model
- Challenges of inspection with disparate systems
- Interoperability and the future of eTMF
- Plus much more...
Follow along via our webinar:
https://info.montrium.com/the-future-of-etmf-actionable-industry-trends-and-insights
5. 5
House
Keeping
L I V E W E B I N A R
• This webinar is being recorded and
will be made available after this
session
• Feel free to use the chatbox to
submit your questions at anytime
• Q&A will take place at the end of the
webinar
• We will send these slides to your
email at the end of the webinar
7. • Founded in 2005
• Working Exclusively in the Life Sciences
• Headquartered in Montreal, Canada
• EU HQ in Luxembourg
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7
About
Montrium
Connecting People,
Processes & Technology
A B O U T T H E C O M P A N Y
8. 8
Electronic Content
Management & Business
Intelligence for Clinical
Trials
C O N N E C T P L A T F O R M
Regulatory Document
Management & Submission
Planning for Drugs and
Devices
Integrated and Data Driven
Quality Management
Solutions for Life Sciences
10. eTMF adoption is progressing but…
• eTMF is still considered a repository/archive
• Information is often unstructured
• TMF completeness is still guesswork
• We still have paper and paper approaches
• Systems are not interconnected
• TMF management tends to be decentralized
and passive
10
Where we
are today
…This makes telling the story difficult
11. Simple things should be simple, complex things
should be POSSIBLE.
The perfect project plan is POSSIBLE if one first
documents a list of ALL the UNKNOWNS.
- Bill Langley
11
12. What are
we
missing?
• Truly collaborative systems
• Structured information and data, not just
documents
• Predictive completeness
• Integrated internal and external systems
representing a comprehensive and holistic
TMF
• Process and activity-based viewing
• Ability to eradicate paper
• Proactive, centralized approaches to
eTMF management and oversight
18. • Adoption of eTMF systems increasing with
each year
• Expectations of inspectors - New EU
guidance on eTMF
• Increased scrutiny
• Focus on data integrity
• Emerging technologies and predictive
analysis
• Desire to leverage AI / Machine Learning
18
Things are
changing
19. Predictive
completeness
§ Completeness today is far from accurate
§ To calculate accurate completeness we
need information
§ By taking a process modeling approach to
TMF coupled with system integration we
can improve things
§ Process modelling allows for the generation
of placeholders based on expected
processes, event and artifacts
§ Processes are triggered from underlying
data sources
§ Machine learning could be used to
continuously improve on this
21. • Today’s eTMF systems organize
content based on the reference
model
• It is difficult to reconstruct events
using the RM
• Clinical process models will allow
better visualizations of specific
processes
• Artifacts are clustered around
these models
• Processes are triggered from
events
• Significantly improve the telling of
the story during inspections
21A B O U T T H E C O M P A N Y
Process-based
visualizations
24. Interchange
and
Integration
Problems
• Many clinical trial activities are outsourced
• There is often multiple eTMF systems being
used for a single clinical trial
• Other eClinical systems are also TMF
relevant
• This creates a lot of different information
sources....
• ….and often a lot of shadow copies
• Inspections are significantly more complex
25. Interchange
and
Integration
in the future
• The eTMF-EMS standard should significantly help
improve interchange of content and metadata
between systems
• The eTMF-EMS is built to allow automated exchange
• It will evolve to exchange content not just between
eTMF systems, but all clinical systems that hold TMF
relevant content
• In the future we will see a master or meta eTMF tool
which is capable of centralizing content from all
source systems
• eTMF-EMS will certainly contribute however more
standardization is required regarding TMF content and
process mapping
26. Introducing
Meta-eTMF
§ Today, our TMF information is in multiple
locations
§ These locations can be internal or external to
the sponsor organizations
§ Not just eTMF systems
§ Meta-eTMF is a visualization layer which allows
the rollup of content from multiple underlying
repositories
§ Allows for one interface to present a holistic
eTMF
§ Simplifies inspections and access to information
§ Provides complete metrics for studies and
across studies
27. • Inspectors require direct access to systems
that contain TMF content
• Building systems that can track inspector
activity is key to understanding inspector
activity
• Remote access is becoming a reality and so
we need better tools to manage remote
inspections
• We should correlate findings with inspector
activity to gain better understanding of
what was reviewed and how findings were
qualified
27
Inspection
tracking and
trending
28. • In the future we will move more and more
to structured content
• More documents will transform into
electronic data capture
• We will see the emergence of more data
standards for TMF content
• TMF will be composed more and more of
data from other systems
• We will see significant improvements in
automated QC and indexing of content
through AI and machine learning
28A B O U T T H E C O M P A N Y
Documents are
data
29. Risk-based
eTMF
§ Risk based approach is a de facto
requirement for conducting clinical trials
§ There is strong case for applying risk
management to TMF
§ Risk scoring could be implemented at
different levels to identify inspection risk
§ Machine learning can be leveraged
combined with inspection tracking to
improve risk scoring algorithms
§ As the TMF becomes more data centric and
data rich, risk scoring could evolve to
identify clinical risks
30. eTMF Data
Management
• We need to change the way we think about
TMF management
• It should NOT be considered simply an
archiving function
• We should be proactively managing the
content through automated verifications and
review
• We need to employ techniques used in clinical
data management to detect anomalies
• We need to introduce more intelligence to our
eTMF toolset by leveraging our process
models
• We need to leverage operational data from
other systems to be able to run completeness
and health checks on our TMF
31. Improved inspection readiness
Inspection readiness means that:
• The TMF is complete and provides easy access to all study information
• There are no anomalies with the TMF or that anomalies have been
adequately explained through notes to file
• The inspector has access to all content in all repositories
• The TMF can be navigated in an intuitive way which allows study events
to be understood easily and all associated content is readily available
• Any TMF risks have been identified and mitigated
32. Key Takeaways
from
Today’s Webinar
• Today information is often unstructured, and completeness is
very much guess work – this will change through a more
integrated system approach
• We need to change our approach to TMF management – we
should inspire ourselves with clinical data management
techniques
• We need to rethink how information is presented – it is easier
to tell the story through processed based modelling
• Integration of eTMF systems into one central meta-eTMF will
permit proactive approach to management and oversight
• Documents will become data and eTMF will become a
reporting tool
33. Which of these eTMF trends would you
like to see a webinar on in 2019?
a) Risk-Based Approach to eTMF Planning
b) Documents Are Data – Predictive Analysis
with Emerging Tech
c) Interchange and Integration Between
eClinical Systems (meta-eTMF)
d) Process-based TMF
e) Applying clinical data-management
techniques to eTMF management
33
POLL
34. Follow industry influencers
- Network with thought leaders from
clinical, IT, operations, sponsors, CROS,
regulatory orgs
Attend top conferences in your
industry (clinical, regulatory, IT)
Stay updated with technological
and regulatory news
- TMF Reference Model News
- Montrium’s “Stay Connected” blog
34
A few way to
stay in the loop
on future
developments
1
2
3
35. 35
• Facilitate exchange of clinical trial
information to all stakeholders
• Accurately track the progress of
TMF completeness
• Quickly comply with regulatory
requirements, audits and
inspections
An intuitive eTMF
Platform Engineered for
Growth Organizations
36. Are you interested in receiving
more information about
Montrium’s eTMF Connect?
1) Yes, could be useful
2) No, not interested
36
POLL