Ravi J Desai1, Meghan M Good1, Alvaro San-Juan-Rodriguez2, Andrew Henriksen3, Francesca Cunningham3, Inmaculada Hernandez2, Chester B Good3,4. 1. VA Center for Medication Safety, Veterans Health Administration, Pittsburgh, Pennsylvania. 2. Department of Pharmacy and Therapeutics, School of Pharmacy, University of Pittsburgh, Pittsburgh, Pennsylvania. 3. VA Center for Medication Safety, Veterans Health Administration, Hines, Illinois. 4. Centers for High-Value Health Care and Value Based Pharmacy Initiatives, Insurance Services Division, University Pittsburgh Medical Center Health Plan, Pittsburgh, Pennsylvania.
Abstract
Importance: Drug safety communications released by the US Food and Drug Administration (FDA) are often based on limited evidence on safety signals after approval. Varenicline may serve as a relevant case study because it was the target of several FDA communications in 2008 and 2009; ultimately, the Evaluating Adverse Events in a Global Smoking Cessation Study (EAGLES) dismissed safety concerns on increased suicidal thoughts and aggressive and erratic behavior on December 16, 2016. Objective: To examine the association between FDA drug safety communications and the use of varenicline. Design, Setting, and Participants: Retrospective, longitudinal, cross-sectional study of Veterans Health Administration (VHA) outpatient data from October 1, 2001, through December 31, 2018, and Medicaid drug state use data from July 1, 2006, through September 30, 2018, on varenicline prescribing. Main Outcomes and Measures: Prescribing records for varenicline and nicotine replacement therapy (NRT) in the VHA were extracted, and the number of unique varenicline and NRT users in the VHA per quarter was measured. An interrupted time series analysis was performed to describe the association between FDA safety warnings and the use of varenicline and NRT. To test the generalizability of the findings, similar analyses were conducted using the number of prescriptions reimbursed for varenicline by Medicaid every quarter in 2006-2018. Results: After its addition to the VHA national drug formulary in January 2007, varenicline use presented a steady increase, reaching a peak of 32 581 quarterly unique users in the first quarter of 2008. Within 12 months of the February 1, 2008, public health advisory, quarterly varenicline use in VHA patients decreased by 68.7% (from 32 581 to 10 182 patients; P < .001 for slope change), and NRT use increased by 32.1% (from 55 728 to 73 629 patients; P < .001 for slope change). In Medicaid prescriptions, varenicline use decreased by 38.0% (from 109 308 to 67 761 prescriptions; P < .001 for slope change) within 12 months of the 2008 public health advisory. Twelve months after the publication of the EAGLES trial, which showed no significant increase in psychiatric/behavioral effects with varenicline relative to NRT, use of varenicline increased by 42.7% in VHA patients (from 9251 to 13 199 patients; P = .01 for slope change) and by 26.0% in Medicaid prescriptions (112 063 to 141 122; P = .26 for slope change ). Conclusions and Relevance: With use of varenicline as a case study, early communications from the FDA and VHA followed by a labeling change appeared to be associated with a considerable decrease in drug use, which may have been associated with negative public health consequences.
Importance: Drug safety communications released by the US Food and Drug Administration (FDA) are often based on limited evidence on safety signals after approval. Varenicline may serve as a relevant case study because it was the target of several FDA communications in 2008 and 2009; ultimately, the Evaluating Adverse Events in a Global Smoking Cessation Study (EAGLES) dismissed safety concerns on increased suicidal thoughts and aggressive and erratic behavior on December 16, 2016. Objective: To examine the association between FDA drug safety communications and the use of varenicline. Design, Setting, and Participants: Retrospective, longitudinal, cross-sectional study of Veterans Health Administration (VHA) outpatient data from October 1, 2001, through December 31, 2018, and Medicaid drug state use data from July 1, 2006, through September 30, 2018, on varenicline prescribing. Main Outcomes and Measures: Prescribing records for varenicline and nicotine replacement therapy (NRT) in the VHA were extracted, and the number of unique varenicline and NRT users in the VHA per quarter was measured. An interrupted time series analysis was performed to describe the association between FDA safety warnings and the use of varenicline and NRT. To test the generalizability of the findings, similar analyses were conducted using the number of prescriptions reimbursed for varenicline by Medicaid every quarter in 2006-2018. Results: After its addition to the VHA national drug formulary in January 2007, varenicline use presented a steady increase, reaching a peak of 32 581 quarterly unique users in the first quarter of 2008. Within 12 months of the February 1, 2008, public health advisory, quarterly varenicline use in VHA patients decreased by 68.7% (from 32 581 to 10 182 patients; P < .001 for slope change), and NRT use increased by 32.1% (from 55 728 to 73 629 patients; P < .001 for slope change). In Medicaid prescriptions, varenicline use decreased by 38.0% (from 109 308 to 67 761 prescriptions; P < .001 for slope change) within 12 months of the 2008 public health advisory. Twelve months after the publication of the EAGLES trial, which showed no significant increase in psychiatric/behavioral effects with varenicline relative to NRT, use of varenicline increased by 42.7% in VHA patients (from 9251 to 13 199 patients; P = .01 for slope change) and by 26.0% in Medicaid prescriptions (112 063 to 141 122; P = .26 for slope change ). Conclusions and Relevance: With use of varenicline as a case study, early communications from the FDA and VHA followed by a labeling change appeared to be associated with a considerable decrease in drug use, which may have been associated with negative public health consequences.
The US Food and Drug Administration (FDA) drug safety communications and public health
advisories are intended to inform the public about emerging drug-related safety
issues.[1] These communications
are frequently based on early safety signals that require ongoing assessment for
confirmation but nonetheless can substantially affect drug use with potentially unintended
consequences.[2,3] The FDA recognizes this concern and recently
commissioned a study to evaluate postmarket FDA safety labeling changes.[4] That report developed a framework for
future studies to inform the FDA on the outcome of safety labeling changes.Varenicline was approved by the FDA in May 2006. On November 20, 2007, the FDA released the
first safety communication regarding suicidal thoughts and aggressive and erratic behavior,
which was followed by a public health advisory on February 1, 2008, and the addition of a
boxed warning on July 1, 2009.[5] In
June 2016, the Evaluating Adverse Events in a Global Smoking Cessation Study (EAGLES) was
published, showing no significant increase in psychiatric/behavioral effects with
varenicline relative to nicotine replacement therapy (NRT) or placebo.[6] Varenicline’s boxed warning was
removed on December 16, 2016.The Veterans Health Administration (VHA) has recognized the importance of smoking in
health-related outcomes and actively promotes efforts to identify smokers and offer
treatment. By 1998, more than 90% of smokers in the VHA were actively offered treatment; by
2007, the VHA adopted smoking cessation performance measures that encouraged offering
smoking cessation drugs and referral for intensive smoking cessation programs.[7] As one of the treatments available to
meet such performance metrics, varenicline’s availability was accepted widely within
the VHA.In this study, we aimed to evaluate the association between FDA drug communications and the
use of varenicline within the VHA and evaluate the generalizability of our findings using
Medicaid data. We also simulated the potential consequences of decreased varenicline use on
lost opportunities to assist patients to quit smoking and their downstream health
outcomes.
Methods
Use of Varenicline and NRT in the VHA
We extracted data on outpatient prescriptions between October 1, 2001, and December 31,
2018, from the VHA Pharmacy Benefits Management Services. We identified the number of
unique patients receiving varenicline and/or NRT every quarter. Patients who received
medications in more than 1 quarter were counted in each period. This study followed the
Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) reporting guideline for cross-sectional studies.[8] This study was deemed exempt by the
VHA Pittsburgh Institutional Review Board and informed consent was not required owing to
the use of aggregate, unidentifiable data.
Use of Varenicline in Medicaid
We extracted all fee-for-service and managed care records for varenicline from July 1,
2006, the second quarter (Q2) of 2006 (varenicline approval), to September 30, 2018, the
Q3 of 2018 (most recent data at the time of analysis), which contained the number of
units, number of prescriptions, and total amount reimbursed in each state and quarter for
a given product. We calculated the number of prescriptions filled for varenicline
nationwide every quarter.
Estimated Health Outcomes
To assess the potential outcome of lost opportunities for successful smoking cessation
with the use of varenicline, we used data from several observational studies. To estimate
the additional use of varenicline vs NRT for long-term smoking cessation in a real-world
primary care setting, we used a rate of 4.99 per 100 successful long-term smoking
cessation attempts using varenicline from a large study of more than 220 000
patients.[9] To estimate the
outcome of sustained smoking cessation on mortality, we used data from a study of
successful quitters in a smoking cessation program that examined mortality at a mean of
14.5 years after intervention.[10] We assumed that without safety warnings for varenicline, its use in the
VHA would have remained stable in 2009-2016 at the 2008 rate. This estimation is
conservative since drug adoption often takes 2 to 3 years; thus, it is likely that use
trend would have continued to increase.[11] We calculated the difference between actual varenicline use through
2016, when the warnings were lifted. In addition, we estimated deaths due to lost smoking
cessation opportunities over the 8 years of varenicline warnings.
Statistical Analysis
To formally test the association between safety communications and varenicline and NRT
use in the VHA, we divided the study into 3 periods and constructed an interrupted time
series analysis with a linear regression model. The model regressed the number of unique
patients against a continuous variable for time (quarter), 2 indicator variables for the 3
periods of interest, the second-order interactions between them, an indicator variable for
NRT, and the second- and third-order interactions between the time and periods variables
and this indicator. The first period corresponded to the time from the beginning of the
study until the publication of the FDA public health advisory on varenicline (October 1,
2001, to February 1, 2008), the second period started with the publication of this health
advisory and ended with the removal of the boxed warning (February 1, 2008, to December
16, 2016), and the third period corresponded to the time after the removal of the boxed
warning (December 16, 2016, to December 31, 2018).In addition, we duplicated interrupted time series analyses using Medicaid state drug use
data to assess the generalizability of changes in varenicline use within the VHA. For
Medicaid use data, interrupted time series analyses were constructed as described above
but included only varenicline records, used the number of prescriptions instead of the
number of patients as the outcome, and began the first period with varenicline approval in
Q2 2006. All P values were from 2-sided tests, and results were deemed
statistically significant at P < .05. Statistical analyses
were conducted with SAS, version 9.4 (SAS Institute Inc).
Results
Trends in Varenicline and NRT Use in the VHA
After its addition to the VHA national drug formulary in January 2007, varenicline use
presented a steady increase, reaching a peak of 32 581 quarterly unique users in Q1
2008 (Figure 1). Within 12 months of the
2008 FDA public health advisory, quarterly varenicline use decreased by 68.7% (from
32 581 to 10 182 patients; P < .001 for slope
change) (Figure 2), while NRT use increased
by 32.1% (from 55 728 to 73 629 patients;
P < .001 for slope change). Over the 12 months following
the addition of a boxed warning on July 1, 2009, quarterly varenicline use declined an
additional 18.5% (from 10 980 to 8946 patients). Varenicline use reached a nadir in
early 2014, when the number of unique quarterly users was 5990, representing an 81.6%
decline from Q1 2008. Twelve months following the publication of EAGLES in June
2016,[6] quarterly varenicline
use increased by 42.7% (from 9251 to 13 199 patients;
P = .01 for slope change). By Q4 2018, the number of unique
quarterly varenicline users had increased to 18 909. From 2008 to 2018, quarterly
NRT users increased by 72.5% (from 55 728 to 96 103 patients).
Figure 1.
Timeline of Adverse Drug Events (ADEs) and Varenicline Use in the Veterans Health
Administration (VHA), July 1, 2006, to December 31, 2018
EAGLES indicates Evaluating Adverse Events in a Global Smoking Cessation Study; FDA,
US Food and Drug Administration.
Figure 2.
Trends in Varenicline and Nicotine Replacement Therapy (NRT) Use in the Veterans
Health Administration, October 1, 2001, to December 31, 2018.
Number of unique patients using varenicline and NRT every quarter in the Veterans
Health Administration. Values were estimated with interrupted time series analyses.
Period 1 indicates the time before the publication of the US Food and Drug
Administration (FDA) public health advisory on February 1, 2008; period 2, the time
between the publication of the FDA public health advisory and the removal of the boxed
warning on December 16, 2016; and period 3, the time after the removal of the boxed
warning.
Timeline of Adverse Drug Events (ADEs) and Varenicline Use in the Veterans Health
Administration (VHA), July 1, 2006, to December 31, 2018
EAGLES indicates Evaluating Adverse Events in a Global Smoking Cessation Study; FDA,
US Food and Drug Administration.
Trends in Varenicline and Nicotine Replacement Therapy (NRT) Use in the Veterans
Health Administration, October 1, 2001, to December 31, 2018.
Number of unique patients using varenicline and NRT every quarter in the Veterans
Health Administration. Values were estimated with interrupted time series analyses.
Period 1 indicates the time before the publication of the US Food and Drug
Administration (FDA) public health advisory on February 1, 2008; period 2, the time
between the publication of the FDA public health advisory and the removal of the boxed
warning on December 16, 2016; and period 3, the time after the removal of the boxed
warning.
Trends in Varenicline Use in Medicaid
Varenicline use in Medicaid experienced a similar increase during the first year after
its approval, reaching a peak of 109 308 prescriptions in Q1 2008 (Figure 3). In the year following the 2008 public
health advisory, varenicline use in Medicaid decreased by 38.0% (from 109 308 to
67 761 prescriptions; P < .001 for slope change).
After this substantial decrease, trends in varenicline use fluctuated, starting to
increase toward the beginning of 2014. Twelve months following the publication of
EAGLES,[6] varenicline use
increased by 26.0% (from 112 063 to 141 122 patients;
P = .26 for slope change). Varenicline use in Medicaid peaked
in Q2 2018, reaching 150 067 prescriptions.
Figure 3.
Trends in Varenicline Use in Medicaid Prescriptions, October 1, 2001, to December
31, 2018
Number of varenicline prescriptions every quarter in Medicaid. Values were estimated
with interrupted time series analyses. Period 1 indicates the time before the
publication of the US Food and Drug Administration (FDA) public health advisory on
February 1, 2008; period 2, the time between the publication of the FDA public health
advisory and the removal of the boxed warning on December 16, 2016; and period 3, the
time after the removal of the boxed warning.
Trends in Varenicline Use in Medicaid Prescriptions, October 1, 2001, to December
31, 2018
Number of varenicline prescriptions every quarter in Medicaid. Values were estimated
with interrupted time series analyses. Period 1 indicates the time before the
publication of the US Food and Drug Administration (FDA) public health advisory on
February 1, 2008; period 2, the time between the publication of the FDA public health
advisory and the removal of the boxed warning on December 16, 2016; and period 3, the
time after the removal of the boxed warning.If varenicline use in the VHA had remained stable between 2009 and 2016, we estimated
that 411 712 more VHA beneficiaries would have been treated with varenicline during
that time. Assuming a quit rate of 4.99% per year,[9] an estimated additional 20 544 patients did not
quit smoking in this period, which corresponds to 89 580 additional patient smoking
years in 2009-2016. The number of patients who did not quit smoking owing to decreased
varenicline use in the VHA was estimated to result in a potential of 454 deaths.
Discussion
Using varenicline as a case study, we found that FDA drug safety communications were
followed by significant reductions in drug use, with what may be resultant lost opportunity
for successful smoking cessation. Because varenicline has been shown to be more effective
than other pharmacotherapy options in assisting quit attempts in both clinical trials and
real-world situations,[12] it is
likely that the FDA warnings regarding varenicline safety and resultant actions of health
care organizations and prescribing clinicians led to a net health care loss.Our estimates of a potential of 454 lost lives within the VHA might be viewed as
speculative owing to multiple assumptions used in our analysis. We are unaware of any
prospective data comparing mortality benefit of successful smoking cessation between
varenicline and NRT. One short-term observational study in the United Kingdom with 2 years
of follow-up did not find any difference in mortality or hospitalization between varenicline
and NRT users.[13] Conversely,
another study using national claims databases in the United States reported fewer
smoking-attributable outcomes and lower health care costs in patients receiving varenicline
compared with NRT, although mortality was not reported.[14] We believe that, while the magnitude of mortality
estimates are uncertain, the overall effect on public health is probably conservative, as we
did not assume an increase in use of varenicline as would be suggested by the rapid uptake
of the medication from 2006 to 2008. Moreover, we only estimated its association with
mortality and only during the limited period of observation. Smoking cessation decreases
nonfatal myocardial infarction, stroke, chronic pulmonary disease, and other significant
health outcomes,[15] particularly
in high-risk patient populations, such as the VHA. Given that varenicline is significantly
more effective than NRT for smoking cessation,[12] the decreased use of varenicline following warnings could be expected
to have a significant association with public health.Prior studies evaluating FDA safety communications and labeling changes for other
medications have reported a significant association with use. For instance, in October 2003,
the FDA released a public health advisory noting a risk of suicidality associated with
antidepressant use in pediatric populations.[16] In October 2004, a boxed warning for risk of suicidality was mandated
for antidepressants used in children and adolescents based on limited data.[17] Following the release of the public
health advisory and boxed warning, prescribing rates of antidepressants in children and
adolescents decreased from 4.1 million prescriptions in 2002 to 2003 to 2.8 million from
2006 to 2007.[16] This decrease in
prescribing of antidepressants in younger patients following FDA warnings was especially
concerning because, in 2006, suicide was the third leading cause of death in younger
patients, and only 2% of this population committing suicide were receiving any
antidepressant medication therapy at the time of their death.[18] Our results may build on this body of literature that
demonstrates the association between FDA communications and drug use.We recognize that part of the FDA’s responsibility for the safe and effective use of
medications requires assessment of early signals for adverse clinical outcomes associated
with use of medications after approval. These early warnings are released to inform
clinicians and the public about the potential for drug-related safety concerns prior to
conclusive evidence for causality and often describe the occurrence of less common outcomes
that were not identified in clinical trials owing to small sample sizes or limited
follow-up. The VHA uses these FDA reports to examine potential adverse outcomes in its
covered population and in some cases may develop communications to send to VHA clinicians
advising them of potential drug safety concerns.The VHA response to FDA warnings was likely more intense than in most other health care
settings. Varenicline use in the VHA was the target of much attention when, in 2008, the
Committee on Veterans Affairs held a congressional hearing titled “Why Does the US
Department of Veterans Affairs Continue to Give a Suicide-Inducing Drug to Veterans With
Post Traumatic Stress Disorder?”[19] This hearing, which was stimulated by a series of reports in the
Washington Times, focused on a clinical trial funded by the VHA (CSP 519)
that included varenicline as part of a smoking cessation intervention for veterans with
posttraumatic stress disorder.[20]
The VHA was accused of a lack of response to the FDA communications on safety concerns with
varenicline, and concern was raised that the VHA was experimenting on veterans by offering
varenicline as part of a larger smoking cessation intervention. Subsequent internal VHA
concerns regarding the safety of varenicline in patients with mental illness, combined with
FDA safety warnings, media reports, and congressional concern, triggered a series of
reiterated safety warnings by the VHA and changes in their varenicline prescribing criteria.
Specifically, the VHA established requirements to formally assess veterans for suicide risk
prior to starting varenicline therapy, as well as to obtain ongoing risk assessments if the
medication was prescribed.[21] The
VHA was particularly concerned about the safety of varenicline treatment for patients with
underlying mental illness. In addition to changes in prescribing criteria, the VHA developed
an ongoing varenicline safety surveillance program and reviewed observational data from
veterans who received varenicline, including those with and without serious mental
illnesses. These additional VHA warnings, prescribing guidance changes, and ongoing safety
initiatives likely explain the observation that the decrease in use of varenicline was more
substantial in the VHA population than in Medicaid.In the era of accelerated drug approvals, it is particularly important to reexamine the
evidence necessary for approval as well as the evidence base for the release of postmarket
safety concerns or for the identification of lack of effectiveness. It is estimated that,
prior to approval, a drug is studied in a range from a few hundred to 3000
individuals.[22,23] In the case of varenicline, FDA
approval was based on a total of 4690 patients enrolled in clinical trials; however, most of
these individuals were enrolled in short-term studies of 12 weeks.[24] With no signal for suicide or serious adverse
neuropsychiatric events identified in clinical trials, the FDA faced a dilemma when early
reports of serious neuropsychiatric events in patients exposed to varenicline emerged. This
difficult situation led to several drug safety communications and, ultimately, a boxed
warning, which remained until subsequent clinical trials and studies—including a
varenicline safety study performed by the VHA Center for Medication Safety[25]—did not confirm these safety
signals. Although we acknowledge the importance of drug safety communications and understand
the need to respond with label changes with a goal to protect the public as drug safety
signals are being evaluated, the FDA and health care organizations, such as the VHA, need to
balance safety concerns with the possibility that even preliminary warnings can have
significant implications for prescribing. While alerting the public about potential
drug-related harms, these communications can also have unintended consequences and may lead
to poorer health outcomes by preventing patients from benefiting from effective
medications.Given the uncertain nature of early safety signals, it will be important to reexamine the
evidence base necessary to release safety communications and ponder it against the strength
of the evidence collected from preapproval clinical trials. Conversely, although our report
and previous reports have focused on unintended adverse effects of these FDA communications,
we acknowledge the likelihood of positive clinical outcomes associated with these early
communications. Future investigations should examine both positive and negative consequences
of these drug safety communications.
Limitations
Our study is subject to several limitations. Our findings of significant changes in
varenicline prescribing using an observational study design may not be generalizable to
other patient populations. However, we observed a significant decrease of 38.0% in
varenicline use in Medicaid, which is consistent with prior reports from Pfizer that
documented a decrease in sales of approximately one-third in varenicline use from 2008 to
2014.[26] Our projections of
lives lost were derived from non-VHA patient populations and thus might not be applicable
to our patient population. The greatest limitation is that, for VHA varenicline slopes, we
were unable to differentiate prescribing changes associated with FDA warnings and labeling
changes from those associated with VHA drug safety communications and changes in
prescribing guidance and national temporal trends.
Conclusions
This study found that early communications from the FDA followed by a labeling change were
associated with additional safety measures within the VHA and a subsequent decrease in
prescribing of varenicline for smoking cessation, which may have been associated with
negative public health consequences. Analyses from other health care systems should evaluate
the association between early drug safety communications and medication prescribing and
potential benefits or harms that might result from those changes. In responding to these
early communications, health care systems should consider the magnitude of potential harm
against known benefit from use of that medication.
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