What Happens After Your Device Is Approved? Collecting Data in the Real World. Part of the Complex Medical Devices Series
Apr 12, 2017
What Happens After Your Device Is Approved?
Collecting Data in the Real World.
Part of the Complex Medical Devices Series
What Happens After Your Device Is Approved? Collecting Data in the Real World.
Speakers and AgendaMedpace Device Speakers Agenda
Deborah Schmalz Executive Director
• Early planning for post-market success including regulatory considerations and study design
Lee Walke Vice President, eClinical
• Special considerations for collection of post approval data
Kristi Schaefers Associate Director, Medical Devices
• Patient identification and retention strategies to improve evidence collection
Presented by: Deborah SchmalzExecutive Director
Early Planning for Post-market Success including Regulatory
Considerations and Study Design
What Happens After Your Device Is Approved? Collecting Data in the Real World.
Evidence Needs
Efficacy Safety ValuePre-market Post-market
Regulators Market Users
Approval Status
Key Audience
Source: FDA News: Observational Studies
What Happens After Your Device Is Approved? Collecting Data in the Real World.
Collecting Data in the Real World
Continued Viability & Acceptance
Experiences
Effects
Usage
What Happens After Your Device Is Approved? Collecting Data in the Real World.
Identifying your Audience(s) and Their Unique Needs Regulatory agencies CMS/payors Hospital purchasing Physicians
Alignment of endpoints and the audience value proposition is key to a successful post-market study
• Safety signals
• Applicability to age 65+
• Cost-effectiveness
• Defining the possibilities
What Happens After Your Device Is Approved? Collecting Data in the Real World.
Defining Your Goals
“You start out with a beautiful green tree that should be admired and then
everybody in the family wants to put an ornament on it…and no one will take
Grandma’s ornament off the tree. So you end up with a protocol that is impossible to do and distracts you from answering
the question you originally had.”Dr. Robert Califf, Mind the Gap Seminar, “Innovative Approaches to Clinical Trials”
What Happens After Your Device Is Approved? Collecting Data in the Real World.
Experiments Treatment is applied to
experimental units, often by chance
Investigator observes the effect of the treatment on the units
Evidence of causation
Observational Studies Treatment is beyond the
control of the investigator Investigator observes
subjects and measures variables of interest
Evidence of association
Begin With the End in MindFinding the right place on the continuum
FDACMS
Market Adoption Purchasing Organizations
What Happens After Your Device Is Approved? Collecting Data in the Real World.
Consider your Options
Experimental ObservationalSubject selection Defined inclusion/exclusion criteria
Prospective enrollmentAll comersProspective or retrospective
Consent Always required Waiver of Consent may be possible
Follow-up Usually defined Variable based on Standard of Care
Data quality Consistent Variable and/or not available
Cost $$$ $
Time to complete +++ +
Messaging Peripheral Stent XYZ provides a 25% better outcome than Stent ABC
Peripheral Stent XYZ is associated with a 25% improvement over Stent ABC
Research Question:What is the relative long-term vessel patency of Peripheral Stent XYZ vs. Stent ABC?
What Happens After Your Device Is Approved? Collecting Data in the Real World.
Results & Outcomes from Observational Studies
“In practice, a shift to causal language can occur at any stage: writing, editing or headline composing, with similar effects on meaning. Without attention to the underlying study design, distortions of wording can creep in that would lead readers to over-estimate the meaning of a given study and possibly make life choices that the evidence does not warrant.”Zweig, Mark, M.D et al., Observational Studies—Does the Language Fit the Evidence? Association vs. Causation, Undated Article from Health News Review
What Happens After Your Device Is Approved? Collecting Data in the Real World.
Mandated Post Market Surveillance
Recognized burden and lack of incentives for clinicians and patients to participate in PMS studies
Adds “Comprehensive, Linked, Registry-Based Surveillance” to list of acceptable study designs
What Happens After Your Device Is Approved? Collecting Data in the Real World.
Use of Post-market Data to Extend Label Claims
What Happens After Your Device Is Approved? Collecting Data in the Real World.
Waiver of Consent Considerations United States considerations
• Expect that you will need to educate your sites on this waiver as the law is not well understood {21 CFR 46.116(d)}
• Must be universally applied to all cases at the site• Data must be de-identified and retrospective in nature • Informed consent process would prevent collection of data
EU considerations• Generally similar to US law• Picture is muddied because of recent changes in data protection laws• Waiver is still possible but will require approval by both site specific EC
and Data Protection Body (country specific)
Presented by: Lee Walke, Vice President eClinical
How Technology is Evolving
Special Considerations for Collection of Post-Approval Data
What Happens After Your Device Is Approved? Collecting Data in the Real World.
Unique Challenges of Real World Data Collection
Study design – Standard of Care Prescribers vs Investigators Retrospective data Off-label surprises Reliance on Patient Reported Outcomes and diaries Reduced onsite monitoring and source document verification High demand for immediate results Some studies can last for decades
What Happens After Your Device Is Approved? Collecting Data in the Real World.
The Selection and Sourcing of Data Fields: eCRF Content
Study Design
Every endpoint must be supported
Feasibility of Data Collection
Avoid superfluous data collection
Collect the minimum amount of data to support the protocol objectives and endpoints
Challenge habitual, “standard” pages – physical exam, free text adverse events, medical history
Create a map showing how every protocol endpoint is supported
If an eCRF field is not on the map, ask why
What Happens After Your Device Is Approved? Collecting Data in the Real World.
eCRF Navigation & Retrospective Data Collection
Traditional eCRF navigation• Enter a field
» System checks missing, range, and logic
• Next field» Systems checks missing, range,
and logic• And so on, in chronological
order
Retrospective eCRF navigation “Flat”, not hierarchical
• See where you need to go• Few Clicks to get there• Enter data and move on
Fast, lightweight pages Structured to mimic a real chart
» H and P sections (History and Physical)» MAR (drug section)» Labs» Imaging» Procedures» Surgeries
What Happens After Your Device Is Approved? Collecting Data in the Real World.
Breaking Habits in eCRF Design It’s very easy to habitually include CDASH AE and CONMED
forms in the eCRF Draft Open text collection of medications and adverse events is
difficult and costly• High volume of complex open-text• Related fields are opportunities for inconsistency and queries• Medical coding required for analysis• Reconciliation with other forms and databases
Ask: Can we satisfy safety endpoints with targeted checkboxes?
What Happens After Your Device Is Approved? Collecting Data in the Real World.
Avoiding Off-label Solicitation Checkboxes are great! Unless they lead the investigator to
believe that the product is approved for off-label use Despite the Vascular Solutions case, FDA
has not updated the rules on off-label solicitation A sponsor may not promote off label use This can include a checkbox on a CRF Be certain to solicit Standard of Care Use a layered approach
What Happens After Your Device Is Approved? Collecting Data in the Real World.
The Patient as Data Source System considerations
• Integrated, yet private• Encryption• Use modern browsers for portability
Instruments• Validated• Relevant• Lightweight
Modalities• Adjust for differences in use and delivery• Reminder rules
What Happens After Your Device Is Approved? Collecting Data in the Real World.
Decision Support Need for valuable data, on demand, in a meaningful format
Stakeholders» Health care providers» Key Opinion Leaders» Medical monitors» Risk-based monitoring» Medical science liaisons
Value:» Derived data» Integrating clinic and patient
sourced» Aligned with statistical
analysis
What Happens After Your Device Is Approved? Collecting Data in the Real World.
Very Long-term Registry Considerations
Drivers
Changes in standards of care
Reporting regulations Aging patient populations Sub-studies Cost pressure
Well-planned data migration processes
• Include all stakeholders• Detailed checklists
Redundant technology Smart database design Smart analysis
programming
Mitigations
Presented by Kristi Schaefers
Director, Clinical Operations
Patient Identification and Retention Strategies to
Improve Evidence Collection
What Happens After Your Device Is Approved? Collecting Data in the Real World.
Patient Identification and Retention
Clinical Research
Clinical Practice
What Happens After Your Device Is Approved? Collecting Data in the Real World.
Patient Identification
Technology
»EMR/EHR»Insurance/billing claims (UB04s)»Product reimbursement forms»Patient/product registries »Device usage reports »Patient-centered outcomes databases
This all assumes you’ve selected the right study sites….
What Happens After Your Device Is Approved? Collecting Data in the Real World.
Overcoming Enrollment Obstacles How to avoid turning an 18 month study into
one with no end in sight…
Improper screeningLack of site trainingMissed enrollment
Not aligned with SOCInadequate staffing
….
CHAOSRisk Identification/
Management
What Happens After Your Device Is Approved? Collecting Data in the Real World.
Patient Retention
Patient Retention
Patient & Family Email/Text/ Phone
Utilize Technology
Reminder Postcards
Fridge Magnets
Snow-bird Logistics
Incentives Money and knowledge
1. Informed consent waiver» Geographic differences in definitions» IRBs/ECs desire to “try” for consent if at
all possible
2. Retrospective determination » Patient must be at least 3M out from
implant» IRB definition of retrospective is from
today’s date vs. approval date
3. Data definitions » Terms intentionally ambiguous to allow for
broad spectrum sponsor use» Consistency required (both across
geographies and site personnel)
Case Study
Interventional Cardiology:Global Registry
Challenges
What Happens After Your Device Is Approved? Collecting Data in the Real World.
Case Study: Mitigation Strategies
Informed Consent Waiver• Assist with IRB application to answer “Why is waiver requested?” • Ensure protocol clearly defines minimal risk, retrospective nature
Retrospective Determination • Letters written, approved & signed by sponsor provided to IRB/EC
proactively (with submission) to mitigate their concerns• Rolling IRB approvals, annual renewals
Data Definitions • Sponsor encouraged to clearly define terms (e.g. “high-risk PCI”) by
utilizing steering committee/internal medical experts • Data entry guidelines/completion instructions (inc. “hover help”)
What Happens After Your Device Is Approved?
Collecting Data in the Real World.
Part of the Complex Medical Devices Series
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