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1.
Clin Pharmacol Ther ; 115(6): 1293-1303, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38375585

ABSTRACT

The US Food and Drug Administration can require risk evaluation and mitigation strategy (REMS) programs for prescription drugs to ensure the benefits of use outweigh the risks. We conducted a national survey of physicians' experiences prescribing eight REMS-covered drugs: (1) ambrisentan; (2) bosentan; (3) clozapine; (4) isotretinoin; (5-7) the multiple myeloma (MM) drugs lenalidomide, pomalidomide, thalidomide; and (8) sodium oxybate. Between May 2022 and January 2023, we surveyed 5,331 physician prescribers of these drugs, and 1,295 (24%) returned surveys (range: 149 for bosentan to 226 for MM drugs). Although 765 (68%) respondents thought the certification process provided useful drug information, 757 (67%) wanted materials to include benefit data and 944 (84%) non-REMS-related risk data. A majority (704, 63%) thought the safe use requirements facilitated discussion with patients, but a similar number (637, 57%) attributed delayed medication access to these requirements. In multivariable modeling, MM drug and isotretinoin respondents were less likely than sodium oxybate respondents to agree that the certification process provided useful drug information (MM drug: odds ratio (OR) = 0.37, 95% confidence interval (CI) = 0.25-0.55; isotretinoin: OR = 0.39, 95% CI = 0.25-0.61), and isotretinoin, clozapine, and bosetan respondents were more likely than sodium oxybate respondents to agree that the safe use requirements often delayed medication access (isotretinoin: OR = 5.83, 95% CI = 3.70-9.19; clozapine: OR = 1.65, 95% CI = 1.08-2.54; bosentan: OR = 1.78, 95% CI = 1.12-2.85). Most physicians believe REMS programs convey useful drug safety information and facilitate discussion with patients but also seek information on benefits and non-REMS-related risks and better integration of REMS processes into clinical workflows.


Subject(s)
Physicians , Practice Patterns, Physicians' , Risk Evaluation and Mitigation , Humans , Practice Patterns, Physicians'/standards , Practice Patterns, Physicians'/statistics & numerical data , United States , Surveys and Questionnaires , United States Food and Drug Administration , Prescription Drugs/adverse effects , Prescription Drugs/therapeutic use , Male , Female , Risk Assessment
2.
Pharmacoepidemiol Drug Saf ; 33(3): e5766, 2024 Mar.
Article in English | MEDLINE | ID: mdl-38418933

ABSTRACT

PURPOSE: To explore how boxed warning (BW) information fits within the context of prescribers' overall treatment decision-making and communication with patients. METHODS: In-depth interviews (N = 52) were conducted with primary care providers and specialists. Participants were presented with one of two prescribing scenarios: (1) estrogen vaginal inserts to treat vulvovaginal atrophy (VVA) associated with menopause; or (2) direct-acting antivirals (DAA) to treat chronic hepatitis C virus infection (HCV). The semi-structured interviews explored participants' treatment decision-making within the scenario, reactions to current prescribing information for a product within the FDA-approved drug class, as well as their perceptions of BWs generally. RESULTS: Across scenarios, providers described that the BW is only one of several factors that influence treatment decision-making. In the VVA scenario, symptom severity, family history, and experience with nonprescription drugs were raised as common factors that influence prescribing considerations; compared to comorbid infections, viral load, and HCV genotype in the HCV scenario. Perceptions of the DAA BW were generally positive or neutral, as many participants found the information important and appropriate. The VVA BW was viewed less favorably, with many participants stating the BW overstates the risk for this drug. CONCLUSIONS: Findings suggest that BWs are one of several factors that influence providers' treatment decisions, and BW influence largely depends on context. Providers across scenarios expressed notable differences in their perceptions of the risk information provided in the presented BWs; however, across scenarios participants expressed consideration of how patients may perceive the BW.


Subject(s)
Antiviral Agents , Hepatitis C, Chronic , Female , Humans , United States , Drug Labeling , Hepatitis C, Chronic/drug therapy , Qualitative Research , United States Food and Drug Administration
4.
Pharmaceut Med ; 37(5): 349-353, 2023 09.
Article in English | MEDLINE | ID: mdl-37421560

ABSTRACT

This brief paper aims to describe the Risk Evaluation and Mitigation Strategy (REMS) Public Dashboard launched by the US Food and Drug Administration (FDA) in December 2021. The FDA REMS Public Dashboard can be accessed through the REMS@FDA website. The dashboard was developed in Qlik Sense® to support a user-friendly interactive web-based tool that allows healthcare providers, patients, researchers, pharmaceutical companies, and regulators to readily access and visualize REMS information. The dashboard includes eight separate pages to capture information on all REMS, active REMS, REMS with elements to assure safe use, shared system REMS, REMS modifications, REMS revisions, released REMS, and REMS Summary; for REMS programs approved from 2008 to the present. Most of the pages allow users to choose different REMS characteristics to visualize and stratify the data by variables such as REMS approval time, application type, or REMS elements. This interactive platform is intended to allow users to quickly visualize trends over time and locate details of the REMS programs to inform emerging research and regulatory issues in the context of current drug safety. The FDA continues to explore ways to enhance public access of the REMS information in near real-time through the REMS Public Dashboard.


Subject(s)
Health Personnel , Risk Evaluation and Mitigation , United States , Humans , Risk Assessment , United States Food and Drug Administration , Risk Factors
5.
Clin Toxicol (Phila) ; 61(3): 190-199, 2023 03.
Article in English | MEDLINE | ID: mdl-36892525

ABSTRACT

OBJECTIVE: To examine pediatric exposure trends involving selected nonprescription analgesics/antipyretics, before and during the COVID-19 pandemic. METHODS: Using descriptive and interrupted time-series analyses, we assessed monthly United States poison center data involving pediatric (<18 years) exposures to nonprescription paracetamol (acetaminophen), ibuprofen, acetylsalicylic acid, and naproxen before (January 2015-February 2020) and during (March 2020-April 2021) the pandemic. Statins and proton pump inhibitors (prescription or nonprescription) served as controls. RESULTS: Most nonprescription analgesic/antipyretic exposures (75-90%) were single-substance; unintentional exposures typically involved children <6 years (84-92%), while intentional exposures involved females (82-85%) and adolescents, 13-17 years (91-93%). Unintentional exposures among children <6 years, declined for all four analgesics/antipyretics immediately after the World Health Organization declared COVID-19 a pandemic (March 11, 2020), but most significantly for ibuprofen (30-39%). Most intentional exposures were classified as suspected suicide. Intentional exposures were relatively low and stable among males. Intentional exposures in females declined immediately after the pandemic was announced but subsequently increased to pre-pandemic levels for acetylsalicylic acid and naproxen and above pre-pandemic levels for paracetamol and ibuprofen. For paracetamol, female intentional exposures increased from 513 average monthly cases in the pre-pandemic to 641 average monthly cases during the pandemic; and reached 888 cases by the end of the study period in April 2021. While for ibuprofen, average monthly cases rose from 194 in the pre-pandemic, to 223 during the pandemic; and reached 352 cases in April 2021. Patterns were similar among females 6-12 and 13-17 years. CONCLUSION: Nonprescription analgesic/antipyretic unintentional exposure cases declined among young children, while intentional exposure cases increased among females, 6-17 years, during the pandemic. Findings highlight the importance of safely storing medications and being alert to signs that adolescents may be in need of mental health support services; caregivers should seek medical care or call poison control centers for any suspected poisoning event.


Subject(s)
Analgesics, Non-Narcotic , Antipyretics , COVID-19 , Male , Adolescent , Child , Humans , Female , United States/epidemiology , Child, Preschool , Acetaminophen , Pandemics , Ibuprofen , Naproxen , COVID-19/epidemiology , Nonprescription Drugs , Aspirin , Poison Control Centers
6.
Pharmacoepidemiol Drug Saf ; 30(11): 1551-1559, 2021 11.
Article in English | MEDLINE | ID: mdl-34382718

ABSTRACT

PURPOSE: To evaluate the impact of FDA's 2013 zolpidem Drug Safety Communications (DSCs), which recommended lowering the initial dose to mitigate drowsiness, on national estimates of zolpidem users and zolpidem exposure cases. METHODS: We analyzed trend changes of national zolpidem users from the IQVIA Total Patient Tracker (TPT) and zolpidem exposure cases reported to the National Poison Data System (NPDS), 2009-2018. To control for time varying confounding, the adjusted trends were analyzed using simple and controlled interrupted time series (ITS). We also adjusted for seasonal changes. Three sedating antidepressants were used together as a control. RESULTS: The national estimates of high-dose zolpidem users in TPT decreased significantly in the month immediately post-DSC; the absolute level decrease was -12.51 (95% CI: -14.12, -10.89) per 10 000 U.S. population relative to sedating antidepressants. The trend continuously decreased post-DSC, resulting in a 59% overall decrease by the end of the study period. There was a larger decrease in high-dose zolpidem use in females than in males. There was a level decrease of zolpidem exposure cases in the NPDS immediately post-DSC, -0.37 absolute decline (95% CI, -0.53, -0.20) per 10 000 national zolpidem users; or -1.33 absolute decline (95% CI, -1.54, -1.13) per 1000 total NPDS exposure cases relative to sedating antidepressants. Similar patterns were observed for cases reporting drowsiness. The results from the single ITS and controlled ITS were similar. CONCLUSIONS: Zolpidem users and exposure cases decreased significantly post-DSC, suggesting practitioners and patients became aware of and responded to the zolpidem DSCs.


Subject(s)
Communication , Pharmaceutical Preparations , Female , Humans , Hypnotics and Sedatives/adverse effects , Interrupted Time Series Analysis , Male , United States/epidemiology , United States Food and Drug Administration , Zolpidem
7.
Pharmacoepidemiol Drug Saf ; 30(7): 899-909, 2021 07.
Article in English | MEDLINE | ID: mdl-33885214

ABSTRACT

PURPOSE: Identifying hospitalizations for serious infections among patients dispensed biologic therapies within healthcare databases is important for post-marketing surveillance of these drugs. We determined the positive predictive value (PPV) of an ICD-10-CM-based diagnostic coding algorithm to identify hospitalization for serious infection among patients dispensed biologic therapy within the FDA's Sentinel Distributed Database. METHODS: We identified health plan members who met the following algorithm criteria: (1) hospital ICD-10-CM discharge diagnosis of serious infection between July 1, 2016 and August 31, 2018; (2) either outpatient/emergency department infection diagnosis or outpatient antimicrobial treatment within 7 days prior to hospitalization; (3) inflammatory bowel disease, psoriasis, or rheumatological diagnosis within 1 year prior to hospitalization, and (4) were dispensed outpatient biologic therapy within 90 days prior to admission. Medical records were reviewed by infectious disease clinicians to adjudicate hospitalizations for serious infection. The PPV (95% confidence interval [CI]) for confirmed events was determined after further weighting by the prevalence of the type of serious infection in the database. RESULTS: Among 223 selected health plan members who met the algorithm, 209 (93.7% [95% CI, 90.1%-96.9%]) were confirmed to have a hospitalization for serious infection. After weighting by the prevalence of the type of serious infection, the PPV of the ICD-10-CM algorithm identifying a hospitalization for serious infection was 80.2% (95% CI, 75.3%-84.7%). CONCLUSIONS: The ICD-10-CM-based algorithm for hospitalization for serious infection among patients dispensed biologic therapies within the Sentinel Distributed Database had 80% PPV for confirmed events and could be considered for use within pharmacoepidemiologic studies.


Subject(s)
Hospitalization , International Classification of Diseases , Biological Therapy , Databases, Factual , Humans , Pharmacoepidemiology
8.
Drug Saf ; 44(7): 743-751, 2021 07.
Article in English | MEDLINE | ID: mdl-33904111

ABSTRACT

INTRODUCTION: Since 2007, the US Food and Drug Administration has had the authority to require risk evaluation and mitigation strategy (REMS) programs for certain medications with serious safety concerns to help ensure the benefits of the medication outweigh its risks. Such programs can include requirements for patient monitoring, restrictions on dispensing or administration, and physician and pharmacy training and certification. However, there has been only scattered evidence on the impact of REMS programs on informed decision making, medication access, or patient outcomes. OBJECTIVE: The objective of this article was to describe a study that researchers at Brigham and Women's Hospital and Harvard Medical School will conduct in partnership with the Food and Drug Administration's Office of Surveillance and Epidemiology to investigate systematically how REMS programs have operated in practice. METHODS: Investigations include health insurance claims-based analyses to understand patterns of drug use, adherence to safety requirements, and patient outcomes under REMS programs; surveys and interviews to understand physician and patient experiences with REMS; and REMS program material-based and interview-based analyses to understand the effectiveness of risk communication in REMS programs. CONCLUSIONS: These research activities will evaluate the performance of REMS programs, provide information on the benefits and burdens to patients and healthcare providers, and generate recommendations for actionable steps to improve REMS programs overall.


Subject(s)
Drug-Related Side Effects and Adverse Reactions , Risk Evaluation and Mitigation , Drug-Related Side Effects and Adverse Reactions/epidemiology , Drug-Related Side Effects and Adverse Reactions/prevention & control , Female , Humans , Pharmaceutical Preparations , Risk Assessment , United States , United States Food and Drug Administration
9.
Pharmacoepidemiol Drug Saf ; 29(3): 352-356, 2020 03.
Article in English | MEDLINE | ID: mdl-32483401

ABSTRACT

Purpose: To identify possible changes in U.S. emergency department (ED) visits from zolpidem-attributed adverse drug reactions (ADRs) after 2013 Food and Drug Administration (FDA) Drug Safety Communications (DSCs), which notified the public about FDA's new dosing recommendations for zolpidem. Methods: We estimated the occurrence of ED visits from zolpidem-attributed ADRs using nationally representative, public health surveillance of medication harms (National Electronic Injury Surveillance System-Cooperative Adverse Drug Event Surveillance project, 2010-2017). We estimated the number of zolpidem prescriptions using IQVIA National Prescription Audit, 2010-2017. We calculated rates of ED visits for zolpidem-attributed ADRs per 10 000 dispensed zolpidem prescriptions and identified time trends and potential inflection points using joinpoint regression. For comparison, we repeated these analyses for sedating antidepressants commonly used to treat disordered sleep (trazodone, doxepin, and mirtazapine). Results: The best-fit regression model for rates of ED visits for zolpidem-attributed ADRs by 6-month intervals identified a single inflection point in the second half of 2014 (P = .024) with a 6.7% biannual decrease from 2010 to 2014 ([-13.1%, 0.3%], P = .059) and a 13.9% biannual increase from the second half of 2014 through 2017 ([-1.1%, 31.3%], P = .068). No change or inflection points were identified for rates of ED visits for sedating antidepressant-attributed ADRs. Conclusions: While there was a nominal decline in the rate of ED visits for ADRs in the time period before and for 18 months after FDA's 2013 zolpidem DSCs, the decrease was not sustained, and thus questions remain concerning the long-term impact of the zolpidem DSCs on ADRs.


Subject(s)
Drug-Related Side Effects and Adverse Reactions/epidemiology , Zolpidem/administration & dosage , Emergency Service, Hospital , Female , Hospitalization , Humans , Male , United States/epidemiology , United States Food and Drug Administration , Zolpidem/therapeutic use
10.
Epidemiology ; 31(1): 82-89, 2020 01.
Article in English | MEDLINE | ID: mdl-31569120

ABSTRACT

Estimating hazard ratios (HR) presents challenges for propensity score (PS)-based analyses of cohorts with differential depletion of susceptibles. When the treatment effect is not null, cohorts that were balanced at baseline tend to become unbalanced on baseline characteristics over time as "susceptible" individuals drop out of the population at risk differentially across treatment groups due to having outcome events. This imbalance in baseline covariates causes marginal (population-averaged) HRs to diverge from conditional (covariate-adjusted) HRs over time and systematically move toward the null. Methods that condition on a baseline PS yield HR estimates that fall between the marginal and conditional HRs when these diverge. Unconditional methods that match on the PS or weight by a function of the PS can estimate the marginal HR consistently but are prone to misinterpretation when the marginal HR diverges toward the null. Here, we present results from a series of simulations to help analysts gain insight on these issues. We propose a novel approach that uses time-dependent PSs to consistently estimate conditional HRs, regardless of whether susceptibles have been depleted differentially. Simulations show that adjustment for time-dependent PSs can adjust for covariate imbalances over time that are caused by depletion of susceptibles. Updating the PS is unnecessary when outcome incidence is so low that depletion of susceptibles is negligible. But if incidence is high, and covariates and treatment affect risk, then covariate imbalances arise as susceptibles are depleted, and PS-based methods can consistently estimate the conditional HR only if the PS is periodically updated.


Subject(s)
Cohort Studies , Propensity Score , Proportional Hazards Models , Research Design , Humans , Time Factors
11.
J Law Med Ethics ; 47(3): 430-441, 2019 09.
Article in English | MEDLINE | ID: mdl-31560634

ABSTRACT

Drug Safety Communications (DSCs) are used by the Food and Drug Administration (FDA) to inform health care providers, patients, caregivers, and the general public about safety issues related to FDA-approved drugs. To assess patient knowledge of the messaging contained in DSCs related to the sleep aids zolpidem and eszopiclone, we conducted a large, cross-sectional patient survey of 1,982 commercially insured patients selected by stratified random sampling from the Optum Research Database who had filled at least two prescriptions for either zolpidem or eszopiclone between July 1, 2012 and June 30, 2013. Among the 594 respondents (32.7% response rate), two-thirds reported hearing generally about drug safety information prior to starting a new drug, with the remaining one-third "rarely" or "never" hearing such information. Providers and pharmacists were primary sources of drug safety information. Two-thirds of zolpidem users and half of eszopiclone users reported having heard about the related DSC messages, ability to accurately identify the major factual messages was limited (overall median 2 correct out of 5, with men and those reporting higher educational level scoring higher [2/5 vs. 1/5, p=0.001]). Respondents reacted to new drug safety information about their sleep aids by reporting that they would want to learn about alternative ways to help them sleep (70%) and seek out more information about the safety of their specific sleeping pill (59-78%). Opportunities may exist for the FDA to work with providers and pharmacies to help ensure the DSC information is more widely received and is more fully understood by those taking the affected medications.


Subject(s)
Eszopiclone/adverse effects , Health Communication , Health Knowledge, Attitudes, Practice , Sleep Aids, Pharmaceutical/adverse effects , Zolpidem/adverse effects , Adult , Aged , Cross-Sectional Studies , Eszopiclone/administration & dosage , Female , Humans , Male , Middle Aged , Sleep Aids, Pharmaceutical/administration & dosage , Surveys and Questionnaires , United States/epidemiology , United States Food and Drug Administration , Zolpidem/administration & dosage
12.
Drug Saf ; 42(11): 1287-1295, 2019 11.
Article in English | MEDLINE | ID: mdl-31302895

ABSTRACT

Because clinical trials conducted for US Food and Drug Administration (FDA) approval occur in carefully monitored settings and often have strict inclusion criteria for participation, new information about drug safety is commonly discovered once a medication is FDA approved and used by larger numbers of patients. The FDA issues Drug Safety Communications when new information arises about the safety of marketed drugs that may change decision making by healthcare providers and patients. Since their inception, over 250 Drug Safety Communications have been issued alerting consumers and prescribers in the USA about safety risks related to prescription and over-the-counter medications. Researchers at the Brigham and Women's Hospital in Boston in conjunction with officials from the FDA undertook a multi-modal study of the content, dissemination, and uptake of FDA messaging, focusing on two 2013 Drug Safety Communications related to zolpidem (Ambien; Sanofi, Paris, France). Traditional and social media analyses note incomplete dissemination of key DSC messages. Surveys of patients and interviews of physicians and patients suggest important limitations in patient-provider communication that have hindered sharing of safety information with patients. Finally, pharmacoepidemiologic analyses of zolpidem dispensing patterns after the Drug Safety Communications were released suggest possible opportunities for enhancing uptake of new safety knowledge that may lead to changes in clinical practice, where appropriate.


Subject(s)
Health Communication , Product Surveillance, Postmarketing/methods , Sleep Aids, Pharmaceutical/adverse effects , United States Food and Drug Administration/legislation & jurisprudence , Zolpidem/adverse effects , Drug Approval , Humans , Practice Patterns, Physicians' , United States
13.
J Clin Pharmacol ; 59(4): 500-509, 2019 04.
Article in English | MEDLINE | ID: mdl-30452774

ABSTRACT

Although current quetiapine labeling recommends that its dosage should be lowered 6-fold when coadministered with strong cytochrome P450 (CYP)3A inhibitors, a reported case of coma in a patient receiving quetiapine with lopinavir and ritonavir prompted the reevaluation of labeling recommendations for the dosing of quetiapine when coadministered with human immunodeficiency virus (HIV) protease inhibitors. Literature and database (FDA Adverse Event Reporting System and United States Symphony Health Solutions' Integrated Dataverse Database) searches allowed us to identify cases of coma and related adverse events involving the coadministration of quetiapine and HIV protease inhibitors and to estimate the frequency of concomitant use. Literature review and physiologically based pharmacokinetic modeling allowed us to estimate the potential for CYP3A inhibition to contribute to adverse events related to HIV protease inhibitor-quetiapine coadministration. We identified excess sedation following coadministration of quetiapine and an HIV protease inhibitor in 3 reports without obvious confounders. In prescription claims data, 0.4% of quetiapine patients were dispensed a concurrent ritonavir prescription. The quetiapine dose was not reduced on ritonavir initiation in 90% of therapy episodes. Available data indicate to us that all HIV protease inhibitors combined with ritonavir are likely to be strong CYP3A inhibitors. We predicted that ritonavir would increase quetiapine exposure comparable to the strong CYP3A inhibitor ketoconazole. The current dosing recommendations for use of quetiapine with strong CYP3A inhibitors (ie, 6-fold lower quetiapine dose) are appropriate and should be followed when quetiapine is coadministered with HIV protease inhibitors.


Subject(s)
HIV Protease Inhibitors/administration & dosage , Models, Biological , Quetiapine Fumarate/administration & dosage , Antipsychotic Agents/administration & dosage , Antipsychotic Agents/adverse effects , Antipsychotic Agents/pharmacokinetics , Cytochrome P-450 CYP3A Inhibitors/administration & dosage , Cytochrome P-450 CYP3A Inhibitors/adverse effects , Cytochrome P-450 CYP3A Inhibitors/pharmacology , Dose-Response Relationship, Drug , Drug Interactions , Drug Labeling , HIV Protease Inhibitors/adverse effects , HIV Protease Inhibitors/pharmacology , Humans , Quetiapine Fumarate/adverse effects , Quetiapine Fumarate/pharmacokinetics
14.
J Manag Care Spec Pharm ; 24(7): 700-709, 2018 Jul.
Article in English | MEDLINE | ID: mdl-29952703

ABSTRACT

BACKGROUND: The FDA issued 2 main drug safety communications (DSCs) on the cardiovascular safety of tiotropium in March 2008 (warning of a potential increased stroke risk) and January 2010 (informing of an absence of a significant increased stroke risk or cardiovascular events based on findings from a large trial). OBJECTIVE: To describe the effect of the FDA DSCs on medication dispensing of tiotropium in a large U.S. claims database. METHODS: Initiation of tiotropium products among patients with chronic obstructive pulmonary disease (COPD) aged 40 years and older was determined monthly from 2006-2012 using medication dispensing from the IMS Lifelink Health Plan Claims Database. Similarly, monthly initiation of products containing long-acting beta-agonists (LABAs) was calculated to explore product switching. The effect of the 2008 and 2010 FDA DSCs was measured using interrupted time-series analysis. Subgroups of patients with greater cardiovascular risk were also examined. RESULTS: A decreasing trend in initiation of tiotropium-containing products was present before the initial 2008 DSC. The decline in tiotropium initiation continued until January 2010, accompanied by an increased initiation of LABA-containing products in patients with COPD. In the presence of the existing decreasing trend, the initial DSC was followed by an immediate 2.8% (P = 0.02) further reduction in tiotropium initiation. Tiotropium initiation increased 2.5% (P = 0.03) immediately after the 2010 DSC, reducing the overall decline in rate and stabilizing (flattening) the trend. No significant changes in dispensing level or trend were observed among COPD patients with cardiovascular comorbidity. CONCLUSIONS: Cardiovascular safety concerns may have affected tiotropium initiation as indicated by the decrease in tiotropium dispensing shown immediately following the initial DSC. The effect was alleviated as concerns lessened following the most recent DSC. DISCLOSURES: This research did not receive any specific grant from funding agencies in the public, commercial, or not-for-profit sectors. The authors are employed by the FDA and have no conflict of interest relevant to the content of this study. The views expressed herein do not necessarily represent the views of the FDA.


Subject(s)
Bronchodilator Agents/adverse effects , Pulmonary Disease, Chronic Obstructive/drug therapy , Stroke/prevention & control , Tiotropium Bromide/adverse effects , United States Food and Drug Administration/organization & administration , Administration, Inhalation , Administrative Claims, Healthcare/statistics & numerical data , Adrenergic beta-2 Receptor Agonists/therapeutic use , Adult , Aged , Drug Prescriptions/statistics & numerical data , Drug Substitution/statistics & numerical data , Drug Substitution/trends , Drug Therapy, Combination/methods , Drug Therapy, Combination/statistics & numerical data , Female , Health Communication , Humans , Interrupted Time Series Analysis , Male , Middle Aged , Stroke/chemically induced , United States
15.
JMIR Public Health Surveill ; 4(1): e1, 2018 Jan 05.
Article in English | MEDLINE | ID: mdl-29305342

ABSTRACT

BACKGROUND: The Food and Drug Administration (FDA) issues drug safety communications (DSCs) to health care professionals, patients, and the public when safety issues emerge related to FDA-approved drug products. These safety messages are disseminated through social media to ensure broad uptake. OBJECTIVE: The objective of this study was to assess the social media dissemination of 2 DSCs released in 2013 for the sleep aid zolpidem. METHODS: We used the MedWatcher Social program and the DataSift historic query tool to aggregate Twitter and Facebook posts from October 1, 2012 through August 31, 2013, a period beginning approximately 3 months before the first DSC and ending 3 months after the second. Posts were categorized as (1) junk, (2) mention, and (3) adverse event (AE) based on a score between -0.2 (completely unrelated) to 1 (perfectly related). We also looked at Google Trends data and Wikipedia edits for the same time period. Google Trends search volume is scaled on a range of 0 to 100 and includes "Related queries" during the relevant time periods. An interrupted time series (ITS) analysis assessed the impact of DSCs on the counts of posts with specific mention of zolpidem-containing products. Chow tests for known structural breaks were conducted on data from Twitter, Facebook, and Google Trends. Finally, Wikipedia edits were pulled from the website's editorial history, which lists all revisions to a given page and the editor's identity. RESULTS: In total, 174,286 Twitter posts and 59,641 Facebook posts met entry criteria. Of those, 16.63% (28,989/174,286) of Twitter posts and 25.91% (15,453/59,641) of Facebook posts were labeled as junk and excluded. AEs and mentions represented 9.21% (16,051/174,286) and 74.16% (129,246/174,286) of Twitter posts and 5.11% (3,050/59,641) and 68.98% (41,138/59,641) of Facebook posts, respectively. Total daily counts of posts about zolpidem-containing products increased on Twitter and Facebook on the day of the first DSC; Google searches increased on the week of the first DSC. ITS analyses demonstrated variability but pointed to an increase in interest around the first DSC. Chow tests were significant (P<.0001) for both DSCs on Facebook and Twitter, but only the first DSC on Google Trends. Wikipedia edits occurred soon after each DSC release, citing news articles rather than the DSC itself and presenting content that needed subsequent revisions for accuracy. CONCLUSIONS: Social media offers challenges and opportunities for dissemination of the DSC messages. The FDA could consider strategies for more actively disseminating DSC safety information through social media platforms, particularly when announcements require updating. The FDA may also benefit from directly contributing content to websites like Wikipedia that are frequently accessed for drug-related information.

16.
J Asthma ; 55(8): 907-914, 2018 08.
Article in English | MEDLINE | ID: mdl-28910559

ABSTRACT

OBJECTIVE: Evidence of safety issues associated with long-acting beta2-agonist (LABA) treatment has led to multiple regulatory activities by the U.S. Food and Drug Administration (FDA) on this class of medications. This study describes the impact of the regulatory activities on incident LABA-containing medication dispensing. METHODS: A monthly rolling cohort of asthma patients who were eligible to initiate a LABA-containing product was created in the Mini-Sentinel Distributed Database between January 2005 and June 2011. Cohorts of individuals who initiated LABA were examined for the changes in the proportions of single-ingredient to fixed-dose inhaled corticosteroid (ICS)-LABA initiators, appropriate initiation of LABA-containing products, and use of controller medications. The impact of the 2005 and 2010 FDA regulatory activities associated with LABA-containing products was measured using interrupted time series with segmented regression. RESULTS: LABA-containing product initiation was declining prior to the 2005 regulatory activities and continued to decline over the study period, accompanied by increased initiation of fixed dose ICS-LABA among LABA initiators. While the 2010 regulatory activities had no immediate impact on the proportion of LABA initiation in patients with prior controller medication dispensing and/or poor asthma control, there was an increasing positive trend toward LABA initiation in the appropriate patient population after the regulatory activities. CONCLUSION: The 2005 and 2010 FDA regulatory activities likely had an impact on communicating the safety concerns of LABA products. However, the impact cannot be viewed independent of scientific publications, guidelines for asthma treatment and other regulatory activities.


Subject(s)
Adrenergic beta-2 Receptor Agonists/adverse effects , Anti-Asthmatic Agents/adverse effects , Asthma/drug therapy , Drug Utilization Review/statistics & numerical data , United States Food and Drug Administration/legislation & jurisprudence , Administration, Inhalation , Adolescent , Adrenergic beta-2 Receptor Agonists/administration & dosage , Adult , Anti-Asthmatic Agents/administration & dosage , Child , Child, Preschool , Cohort Studies , Drug Combinations , Drug Prescriptions/statistics & numerical data , Female , Glucocorticoids/administration & dosage , Humans , Infant , Insurance Claim Review , Male , Middle Aged , United States , Young Adult
17.
Am J Epidemiol ; 187(4): 786-792, 2018 04 01.
Article in English | MEDLINE | ID: mdl-29036565

ABSTRACT

In a retrospective cohort study of patients enrolled in the UK Clinical Practice Research Datalink during 2000-2013, we evaluated long-term risks of death, stroke, and acute myocardial infarction (AMI) in adults prescribed clarithromycin. Patients were outpatients aged 40-85 years, who were prescribed clarithromycin (n = 287,748), doxycycline (n = 267,729), or erythromycin (n = 442,999), or Helicobacter pylori eradication therapy with a proton pump inhibitor, amoxicillin, and either clarithromycin (n = 27,639) or metronidazole (n = 14,863). We analyzed time to death, stroke, or AMI with Cox proportional hazards regression. The long-term hazard ratio for death following 1 clarithromycin versus 1 doxycycline prescription was 1.29 (95% confidence interval (CI): 1.21, 1.25), increasing to 1.62 (95% CI: 1.43, 1.84) for ≥5 prescriptions of clarithromycin versus ≥5 prescriptions for doxycycline. Erythromycin showed smaller risks in comparison with doxycycline. Stroke and AMI incidences were also increased after clarithromycin but with smaller hazard ratios than for mortality. For H. pylori eradication, the hazard ratio for mortality following clarithromycin versus metronidazole regimens was 1.09 (95% CI: 1.00, 1.18) overall, and it was higher (hazard ratio = 1.65, 95% CI: 0.88, 3.08) following ≥2 prescriptions in subjects not on statins at baseline. Outpatient clarithromycin use was associated with long-term mortality increases, with evidence for a similar, smaller increase with erythromycin.


Subject(s)
Anti-Bacterial Agents/adverse effects , Clarithromycin/adverse effects , Mortality/trends , Myocardial Infarction/mortality , Stroke/mortality , Adult , Aged , Aged, 80 and over , Anti-Bacterial Agents/therapeutic use , Clarithromycin/therapeutic use , Doxycycline/adverse effects , Drug Therapy, Combination , Erythromycin/adverse effects , Female , Helicobacter Infections/drug therapy , Humans , Male , Middle Aged , Proportional Hazards Models , Proton Pump Inhibitors/therapeutic use , Retrospective Studies , Time Factors , United Kingdom
18.
Pharmacoepidemiol Drug Saf ; 26(6): 712-721, 2017 Jun.
Article in English | MEDLINE | ID: mdl-28449404

ABSTRACT

PURPOSE: Products containing the sedative/hypnotic zolpidem were subject to Drug Safety Communications (DSCs) in January and May 2013 describing the risk of next-morning impairment and recommending lower starting doses particularly for women. This study aimed to assess whether zolpidem DSCs were associated with prescribing-pattern changes between January 2011 and December 2013. METHODS: We assessed overall dispensings of zolpidem-containing products between January 2011 and December 2013 by conducting a time-series analysis. Analyses were stratified by gender because the DSC contained gender-specific information. Participants were patients drawn from the Optum Clinformatics data source of commercially insured people in the USA. We evaluated changes in mean prescribed dose of the two drugs and health care utilization metrics. RESULTS: Each month of the study, more than 80 000 patients received a zolpidem-containing product and approximately one-tenth as many received eszopiclone. The two DSCs did not affect the downward trajectory of new zolpidem prescriptions. However, there was an increase in use of lower-dose forms of zolpidem (30% increase, p < 0.001), coupled with a reduction in higher-dose forms (13% decrease, p = 0.03), so that the average dose decreased after the DSCs (from 9.7 mg to 9.4 mg, p < 0.001), a change that was not seen with eszopiclone (from 2.74 mg to 2.74 mg, p = 0.45). CONCLUSION: The DSCs related to zolpidem-containing products shifted prescribing toward the lower-dose formulations, consistent with the recommendations in the DSCs. Copyright © 2017 John Wiley & Sons, Ltd.


Subject(s)
Drug Approval/methods , Drug Prescriptions/standards , Hypnotics and Sedatives/therapeutic use , Patient Acceptance of Health Care , Pyridines/therapeutic use , Adolescent , Adult , Aged , Dose-Response Relationship, Drug , Female , Humans , Male , Middle Aged , United States/epidemiology , Young Adult , Zolpidem
19.
J Health Commun ; 22(5): 365-372, 2017 05.
Article in English | MEDLINE | ID: mdl-28339323

ABSTRACT

FDA issues Drug Safety Communications (DSCs) to alert health care professionals and the public about emerging safety information affecting prescription and over-the-counter drugs. News media may amplify DSCs, but it is unclear how DSC messaging is transmitted through the media. We conducted a content analysis of the lay media coverage reaching the broadest audience to characterize the amount and content of media coverage of two zolpidem DSCs from 2013. After the first DSC, zolpidem news stories increased from 19 stories/week in the preceding 3 months to 153 following its release. Most (81%) appeared in the lay media, and 64% focused on the DSC content. After the second DSC, news stories increased from 24 stories/week in the preceding 3 months to 39 following. Among the 100 unique lay media news stories, at least half correctly reported three key DSC messages: next-day impairment and drowsiness as common safety hazards, lower doses for some but not all zolpidem products, and women's higher risk for impairment. Other DSC messages were reported in fewer than one-third of stories, such as the warning that impairment can happen even when people feel fully awake. The first-but not the second-zolpidem DSC generated high-profile news coverage. The finding that some messages were widely reported but others were not emphasizes the importance of ensuring translation of key DSC content.


Subject(s)
Health Communication , Journalism, Medical , Mass Media/statistics & numerical data , Pyridines/adverse effects , Humans , Qualitative Research , United States , United States Food and Drug Administration , Zolpidem
20.
Drug Saf ; 40(6): 531-542, 2017 06.
Article in English | MEDLINE | ID: mdl-28247279

ABSTRACT

INTRODUCTION: The US Food and Drug Administration uses drug safety communications (DSCs) to release emerging information regarding post-market safety issues, but it is unclear the extent of awareness by patients and providers of these communications and their specific recommendations. OBJECTIVE: We conducted semi-structured interviews with patients and physicians to evaluate their awareness and understanding of emerging drug safety information related to two sleep aids: zolpidem or eszopiclone. METHODS: We conducted interviews with 40 patients and ten physicians recruited from a combination of insurer claims databases and online sources. We evaluated (1) sources of drug safety information; (2) discussions between patients and physicians about the two medications; (3) their knowledge of the DSC; and (4) preferences for learning about future drug safety information. Interviews were transcribed and analyzed thematically. RESULTS: Patients cited their physicians, pharmacy inserts, and the Internet as sources of drug safety information. Physicians often referred to medical journals and online medical sources. Most patients reported being aware of information contained in the DSC summaries they were read. Almost all patients and physicians reported discussing side effects during patient-provider conversations, but almost no patients mentioned that physicians had communicated with them key messaging from the DSCs at issue: the risk of next-morning impairment with zolpidem and the lower recommended initial dose for women. CONCLUSIONS: Some risks of medications are effectively communicated to patients and physicians; however, there is still a noticeable gap between information issued by the Food and Drug Administration and patient and physician awareness of this knowledge, as well as patients' decisions to act on this information. Disseminators of emerging drug safety information should explore ways of providing user-friendly resources to patients and healthcare professionals that can update them on new risks in a timely manner.


Subject(s)
Eszopiclone/adverse effects , Pyridines/adverse effects , Sleep Aids, Pharmaceutical/adverse effects , Adult , Aged , Communication , Drug-Related Side Effects and Adverse Reactions/prevention & control , Female , Humans , Internet , Male , Middle Aged , Physicians , Qualitative Research , United States , United States Food and Drug Administration , Zolpidem
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