July 17, 2009
Division of Dockets Management (HFA-305)
Food and Drug Administration
5630 Fishers Lane, Rm. 1061
Rockville, MD 20852.
Via Internet to: http://www.regulations gov
Re: FDA-2009-N-0192-0002
Dear Sir(s)/Madame(s),
We are pleased to submit comments on the Sentinel Initiative contractual report
entitled “Evaluation of Signal Detection Methods For Use In Prospective Post-
Licensure Medical Product Safety Surveillance” [Document ID: FDA-2009-N-0192-
0002].
We support the Food and Drug Administration (FDA) in their efforts to develop the
Sentinel Initiative as required by Section 905 of the Food and Drug Administration
Amendments Act (FDAAA) of 2007. We also applaud FDA in soliciting input and
comments from stakeholders and making this information available to the public.
We look forward to the continued development of the plans for implementing the
Sentinel Initiative. We also look forward to providing additional comments and
insights once more specific information regarding the implementation of the
Sentinel Initiative is outlined.
As the Sentinel Initiative is envisioned to strengthen FDA’s ability to monitor the
performance of marketed products there are a number of elements that will need to
be addressed in order to have a successful and sustainable Sentinel system.
These include topics such as governance, operations, database models, data
sources, scientific methods, communications, privacy, and legal considerations.
We would like to commend Nelson and colleagues in their efforts to evaluate
existing signal detection methods for potential use in the Sentinel Initiative.
Overall, we found the report to be very informative and a nice summary of possible
methods. We agree with the author’s recommendation that sequential testing
methods offer a useful framework which could be applied to the Sentinel system to
efficiently monitor product safety. Although the authors recommended several
methods not be pursued further (e.g., SPRT, CUSUM, PRR data mining, and
Bayesian data updating), we suggest that, due to lack of comparative results,
these methods need to be evaluated and compared relative to their performance
when utilizing various observational data sources. Listed below are more specific
comments regarding the report.
Specific Comments on Sentinel Initiative – Evaluation of Signal Detection Methods
1) Definitions: As part of defining the scope of the Sentinel Initiative, we
recommend that definitions be provided for relevant terms such as signals, active
surveillance, epidemiological cohort study, etc. (section 1.2).
2) Adjusting for Confounding Factors: As the document states, the
maxSPRT method is limited in providing adjustments for confounding factors.
Alternative methods should be proposed for active surveillance, such as propensity
score adjustment/matching and prior event rate ratio (PERR). In addition,
generalized estimation equations (GEE) should be considered if the data are
correlated (section 2.1.5).
3) Other Methods: The authors briefly outline other methods for
consideration in section 6. We recommend other methods be evaluated for
performance, including methods for controlling for multiplicity across drug/event
combinations such as false discovery rate or Bayesian methods. Assessment of
such methods may be useful, especially when data mining approaches have the
potential to identify a number of false positive signals (section 6).
4) Terminology Clarification: It will also be important to clarify additional
terms such as “false and true” signals (section 7.3). A signal is something that
needs further assessment. Some signals turn out to be true effects and some
turn out to be false effects; another interpretation could be the signal
was “confirmed” or “refuted.”
5) Signal Confirmation Methods: The methodologies stated for signal
confirmation focus on one method of confirming signals (i.e., a two-phase
sampling design; section 7.3). While this may be a useful technique, there are
many other ways to confirm or refute a signal and it would be useful to include
additional methods. For example, one could conduct a similar study in a different
database, or even conduct a clinical trial, nonclinical study, an alternative
pharmacoepidemiological study, registry etc.
We appreciate the opportunity to comment on the current report regarding
possible signal detection methods for the Sentinel Initiative. Please let us know if
you have questions or need additional clarification. We would also welcome the
chance to provide additional comments and insights as more detailed information
is released on the Sentinel Initiative.
Sincerely,
Donald G. Therasse, M.D.
Vice President, Global Patient Safety
Lilly Research Laboratories
Eli Lilly and Company
Donald Therasse - Comment
This is comment on Notice
Availability of Information Related to the Sentinel Initiative
View Comment
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