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de Vogel S, Seeger JD, Arana A, Margulis AV, McQuay LJ, Perez-Gutthann S, Hallas J, Kristiansen NS, Linder M, Odsbu I, Suehs B, Xu Y, Uribe C, Appenteng K, Robinson NJ. Lessons learned from a multi-data source research collaboration: The mirabegron post-authorization safety study program. Pharmacoepidemiol Drug Saf 2024; 33:e5799. [PMID: 38680102 DOI: 10.1002/pds.5799] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2023] [Revised: 02/07/2024] [Accepted: 04/04/2024] [Indexed: 05/01/2024]
Abstract
BACKGROUND Many factors contribute to developing and conducting a successful multi-data source, non-interventional, post-authorization safety study (NI-PASS) for submission to multiple health authorities. Such studies are often large undertakings; evaluating and sharing lessons learned can provide useful insights to others considering similar studies. OBJECTIVES We discuss challenges and key methodological and organizational factors that led to the delivery of a successful post-marketing requirement (PMR)/PASS program investigating the risk of cardiovascular and cancer events among users of mirabegron, an oral medication for the treatment of overactive bladder. RESULTS We provide context and share learnings, including sections on research program collaboration, scientific transparency, organizational approach, mitigation of uncertainty around potential delays, validity of study outcomes, selection of data sources and optimizing patient numbers, choice of comparator groups and enhancing precision of estimates of associations, potential confounding and generalizability of study findings, and interpretation of results. CONCLUSIONS This large PMR/PASS program was a long-term commitment from all parties and benefited from an effective coordinating center and extensive scientific interactions across research partners, scientific advisory board, study sponsor, and health authorities, and delivered useful learnings related to the design and organization of multi-data source NI-PASS.
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Affiliation(s)
- Stefan de Vogel
- Pharmacovigilance, Astellas Pharma B.V., Leiden, The Netherlands
| | | | | | | | - Lisa J McQuay
- Epidemiology, RTI Health Solutions, Research Triangle Park, Durham, North Carolina, USA
| | | | - Jesper Hallas
- Public Health, University of Southern Denmark, Odense, Denmark
| | | | - Marie Linder
- Medicine, Centre for Pharmacoepidemiology, Karolinska Institutet, Solna, Sweden
| | - Ingvild Odsbu
- Medicine, Centre for Pharmacoepidemiology, Karolinska Institutet, Solna, Sweden
| | - Brandon Suehs
- Health Economics and Outcomes Research, Humana Healthcare Research, Louisville, Kentucky, USA
| | - Yihua Xu
- Health Economics and Outcomes Research, Humana Healthcare Research, Louisville, Kentucky, USA
| | - Claudia Uribe
- Health Economics and Outcomes Research, Humana Healthcare Research, Louisville, Kentucky, USA
| | - Kwame Appenteng
- Pharmacovigilance, Astellas Pharma US, Northbrook, Illinois, USA
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2
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Ogilvie RP, Layton JB, Lloyd PC, Jiao Y, Djibo DA, Wong HL, Gruber JF, Parambi R, Deng J, Miller M, Song J, Weatherby LB, Peetluk L, Lo AC, Matuska K, Wernecke M, Bui CL, Clarke TC, Cho S, Bell EJ, Yang G, Amend KL, Forshee RA, Anderson SA, McMahill-Walraven CN, Chillarige Y, Anthony MS, Seeger JD, Shoaibi A. Effectiveness of BNT162b2 COVID-19 primary series vaccination in children aged 5-17 years in the United States: a cohort study. BMC Pediatr 2024; 24:276. [PMID: 38671379 PMCID: PMC11047006 DOI: 10.1186/s12887-024-04756-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Accepted: 04/11/2024] [Indexed: 04/28/2024] Open
Abstract
BACKGROUND COVID-19 vaccines are authorized for use in children in the United States; real-world assessment of vaccine effectiveness in children is needed. This study's objective was to estimate the effectiveness of receiving a complete primary series of monovalent BNT162b2 (Pfizer-BioNTech) COVID-19 vaccine in US children. METHODS This cohort study identified children aged 5-17 years vaccinated with BNT162b2 matched with unvaccinated children. Participants and BNT162b2 vaccinations were identified in Optum and CVS Health insurance administrative claims databases linked with Immunization Information System (IIS) COVID-19 vaccination records from 16 US jurisdictions between December 11, 2020, and May 31, 2022 (end date varied by database and IIS). Vaccinated children were followed from their first BNT162b2 dose and matched to unvaccinated children on calendar date, US county of residence, and demographic and clinical factors. Censoring occurred if vaccinated children failed to receive a timely dose 2 or if unvaccinated children received any dose. Two COVID-19 outcome definitions were evaluated: COVID-19 diagnosis in any medical setting and COVID-19 diagnosis in hospitals/emergency departments (EDs). Propensity score-weighted hazard ratios (HRs) and 95% confidence intervals (CIs) were estimated with Cox proportional hazards models, and vaccine effectiveness (VE) was estimated as 1 minus HR. VE was estimated overall, within age subgroups, and within variant-specific eras. Sensitivity, negative control, and quantitative bias analyses evaluated various potential biases. RESULTS There were 453,655 eligible vaccinated children one-to-one matched to unvaccinated comparators (mean age 12 years; 50% female). COVID-19 hospitalizations/ED visits were rare in children, regardless of vaccination status (Optum, 41.2 per 10,000 person-years; CVS Health, 44.1 per 10,000 person-years). Overall, vaccination was associated with reduced incidence of any medically diagnosed COVID-19 (meta-analyzed VE = 38% [95% CI, 36-40%]) and hospital/ED-diagnosed COVID-19 (meta-analyzed VE = 61% [95% CI, 56-65%]). VE estimates were lowest among children 5-11 years and during the Omicron-variant era. CONCLUSIONS Receipt of a complete BNT162b2 vaccine primary series was associated with overall reduced medically diagnosed COVID-19 and hospital/ED-diagnosed COVID-19 in children; observed VE estimates differed by age group and variant era. REGISTRATION The study protocol was publicly posted on the BEST Initiative website ( https://bestinitiative.org/wp-content/uploads/2022/03/C19-VX-Effectiveness-Protocol_2022_508.pdf ).
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Affiliation(s)
| | - J Bradley Layton
- RTI Health Solutions, 3040 East Cornwallis Rd, PO Box 12194, Research Triangle Park, NC, 27709, USA.
| | | | | | | | - Hui Lee Wong
- US Food and Drug Administration, Silver Spring, MD, USA
| | | | | | - Jie Deng
- Optum Epidemiology, Boston, MA, USA
| | | | | | | | | | | | | | | | - Christine L Bui
- RTI Health Solutions, 3040 East Cornwallis Rd, PO Box 12194, Research Triangle Park, NC, 27709, USA
| | | | - Sylvia Cho
- US Food and Drug Administration, Silver Spring, MD, USA
| | | | | | | | | | | | | | | | - Mary S Anthony
- RTI Health Solutions, 3040 East Cornwallis Rd, PO Box 12194, Research Triangle Park, NC, 27709, USA
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Hu M, Shoaibi A, Feng Y, Lloyd PC, Wong HL, Smith ER, Amend KL, Kline A, Beachler DC, Gruber JF, Mitra M, Seeger JD, Harris C, Secora A, Obidi J, Wang J, Song J, McMahill-Walraven CN, Reich C, McEvoy R, Do R, Chillarige Y, Clifford R, Cooper DD, Forshee RA, Anderson SA. Safety of Ancestral Monovalent BNT162b2, mRNA-1273, and NVX-CoV2373 COVID-19 Vaccines in US Children Aged 6 Months to 17 Years. JAMA Netw Open 2024; 7:e248192. [PMID: 38656578 PMCID: PMC11043896 DOI: 10.1001/jamanetworkopen.2024.8192] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Accepted: 02/12/2024] [Indexed: 04/26/2024] Open
Abstract
Importance Active monitoring of health outcomes after COVID-19 vaccination provides early detection of rare outcomes that may not be identified in prelicensure trials. Objective To conduct near-real-time monitoring of health outcomes after COVID-19 vaccination in the US pediatric population. Design, Setting, and Participants This cohort study evaluated 21 prespecified health outcomes after exposure before early 2023 to BNT162b2, mRNA-1273, or NVX-CoV2373 ancestral monovalent COVID-19 vaccines in children aged 6 months to 17 years by applying a near-real-time monitoring framework using health care data from 3 commercial claims databases in the US (Optum [through April 2023], Carelon Research [through March 2023], and CVS Health [through February 2023]). Increased rates of each outcome after vaccination were compared with annual historical rates from January 1 to December 31, 2019, and January 1 to December 31, 2020, as well as between April 1 and December 31, 2020. Exposure Receipt of an ancestral monovalent BNT162b2, mRNA-1273, or NVX-CoV2373 COVID-19 vaccine dose identified through administrative claims data linked with Immunization Information Systems data. Main Outcomes and Measures Twenty-one prespecified health outcomes, of which 15 underwent sequential testing and 6 were only monitored descriptively due to lack of historical rates. Results Among 4 102 016 vaccinated enrollees aged 6 months to 17 years, 2 058 142 (50.2%) were male and 3 901 370 (95.1%) lived in an urban area. Thirteen of 15 sequentially tested outcomes did not meet the threshold for a statistical signal. Statistical signals were detected for myocarditis or pericarditis after BNT162b2 vaccination in children aged 12 to 17 years and seizure after vaccination with BNT162b2 and mRNA-1273 in children aged 2 to 4 or 5 years. However, in post hoc sensitivity analyses, a statistical signal for seizure was observed only after mRNA-1273 when 2019 background rates were selected; no statistical signal was observed when 2022 rates were selected. Conclusions and Relevance In this cohort study of pediatric enrollees across 3 commercial health insurance databases, statistical signals detected for myocarditis or pericarditis after BNT162b2 (ages 12-17 years) were consistent with previous reports, and seizures after BNT162b2 (ages 2-4 years) and mRNA-1273 vaccinations (ages 2-5 years) should be further investigated in a robust epidemiologic study with confounding adjustment. The US Food and Drug Administration concludes that the known and potential benefits of COVID-19 vaccination outweigh the known and potential risks of COVID-19 infection.
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Affiliation(s)
- Mao Hu
- Acumen LLC, Burlingame, California
| | - Azadeh Shoaibi
- US Food and Drug Administration, Silver Spring, Maryland
| | | | | | - Hui Lee Wong
- US Food and Drug Administration, Silver Spring, Maryland
| | | | | | | | | | | | | | | | | | | | - Joyce Obidi
- US Food and Drug Administration, Silver Spring, Maryland
| | | | | | | | | | | | - Rose Do
- Acumen LLC, Burlingame, California
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Lloyd PC, Lufkin B, Moll K, Ogilvie RP, McMahill-Walraven CN, Beachler DC, Kelman JA, Shi X, Hobbi S, Amend KL, Djibo DA, Shangguan S, Shoaibi A, Sheng M, Secora A, Zhou CK, Kowarski L, Chillarige Y, Forshee RA, Anderson SA, Muthuri S, Seeger JD, Kline A, Reich C, MaCurdy T, Wong HL. Incidence rates of thrombosis with thrombocytopenia syndrome (TTS) among adults in United States commercial and Medicare claims databases, 2017-2020. Vaccine 2024; 42:2004-2010. [PMID: 38388240 DOI: 10.1016/j.vaccine.2024.02.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2023] [Revised: 01/25/2024] [Accepted: 02/05/2024] [Indexed: 02/24/2024]
Abstract
BACKGROUND Increased risk of thrombosis with thrombocytopenia syndrome (TTS) following adenovirus vector-based COVID-19 vaccinations has been identified in passive surveillance systems. TTS incidence rates (IRs) in the United States (U.S.) are needed to contextualize reports following COVID-19 vaccination. METHODS We estimated annual and monthly IRs of overall TTS, common site TTS, and unusual site TTS for adults aged 18-64 years in Carelon Research and MarketScan commercial claims (2017-Oct 2020), CVS Health and Optum commercial claims (2019-Oct 2020), and adults aged ≥ 65 years using CMS Medicare claims (2019-Oct 2020); IRs were stratified by age, sex, and race/ethnicity (CMS Medicare). RESULTS Across data sources, annual IRs for overall TTS were similar between Jan-Dec 2019 and Jan-Oct 2020. Rates were higher in Medicare (IRs: 370.72 and 365.63 per 100,000 person-years for 2019 and 2020, respectively) than commercial data sources (MarketScan IRs: 24.21 and 24.06 per 100,000 person-years; Optum IRs: 32.60 and 31.29 per 100,000 person-years; Carelon Research IRs: 24.46 and 26.16 per 100,000 person-years; CVS Health IRs: 30.31 and 30.25 per 100,000 person-years). Across years and databases, common site TTS IRs increased with age and were higher among males. Among adults aged ≥ 65 years, the common site TTS IR was highest among non-Hispanic black adults. Annual unusual site TTS IRs ranged between 2.02 and 3.04 (commercial) and 12.49 (Medicare) per 100,000 person-years for Jan-Dec 2019; IRs ranged between 1.53 and 2.67 (commercial) and 11.57 (Medicare) per 100,000 person-years for Jan-Oct 2020. Unusual site TTS IRs were higher in males and increased with age in commercial data sources; among adults aged ≥ 65 years, IRs decreased with age and were highest among non-Hispanic American Indian/Alaska native adults. CONCLUSION TTS IRs were generally similar across years, higher for males, and increased with age. These rates may contribute to surveillance of post-vaccination TTS.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - Cindy Ke Zhou
- US Food and Drug Administration, Silver Spring, MD, USA
| | | | | | | | | | | | | | | | | | - Thomas MaCurdy
- Acumen LLC, Burlingame, CA, USA; Department of Economics, Stanford University, Stanford, CA, USA
| | - Hui Lee Wong
- US Food and Drug Administration, Silver Spring, MD, USA
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5
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Layton JB, Peetluk L, Wong HL, Jiao Y, Djibo DA, Bui C, Lloyd PC, Gruber JF, Miller M, Ogilvie RP, Deng J, Parambi R, Song J, Weatherby LB, Lo AC, Matuska K, Wernecke M, Clarke TC, Cho S, Bell EJ, Seeger JD, Yang GW, Illei D, Forshee RA, Anderson SA, McMahill-Walraven CN, Chillarige Y, Amend KL, Anthony MS, Shoaibi A. Effectiveness of monovalent COVID-19 booster/additional vaccine doses in the United States. Vaccine X 2024; 16:100447. [PMID: 38318230 PMCID: PMC10840109 DOI: 10.1016/j.jvacx.2024.100447] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Revised: 01/18/2024] [Accepted: 01/19/2024] [Indexed: 02/07/2024] Open
Abstract
Background Monovalent booster/additional doses of COVID-19 vaccines were first authorized in August 2021 in the United States. We evaluated the real-world effectiveness of receipt of a monovalent booster/additional dose of COVID-19 vaccine compared with receiving a primary vaccine series without a booster/additional dose. Methods Cohorts of individuals receiving a COVID-19 booster/additional dose after receipt of a complete primary vaccine series were identified in 2 administrative insurance claims databases (Optum, CVS Health) supplemented with state immunization information system data between August 2021 and March 2022. Individuals with a complete primary series but without a booster/additional dose were one-to-one matched to boosted individuals on calendar date, geography, and clinical factors. COVID-19 diagnoses were identified in any medical setting, or specifically in hospitals/emergency departments (EDs). Propensity score-weighted hazards ratios (HRs) and 95% confidence intervals (CI) were estimated with Cox proportional hazards models; vaccine effectiveness (VE) was estimated as 1 minus the HR by vaccine brand overall and within subgroups of variant-specific eras, immunocompromised status, and homologous/heterologous booster status. Results Across both data sources, we identified 752,165 matched pairs for BNT162b2, 410,501 for mRNA-1273, and 11,398 for JNJ-7836735. For any medically diagnosed COVID-19, meta-analyzed VE estimates for BNT162b2, mRNA-1273, and JNJ-7836735, respectively, were: BNT162b2, 54% (95% CI, 53%-56%); mRNA-1273, 58% (95% CI, 56%-59%); JNJ-7836735, 34% (95% CI, 23%-44%). For hospital/ED-diagnosed COVID-19, VE estimates ranged from 70% to 76%. VE was generally lower during the Omicron era than the Delta era and for immunocompromised individuals. There was little difference observed by homologous or heterologous booster status. Conclusion The original, monovalent booster/additional doses were reasonably effective in real-world use among the populations for which they were indicated during the study period. Additional studies may be informative in the future as new variants emerge and new vaccines become available.Registration: The study protocol was publicly posted on the BEST Initiative website (https://bestinitiative.org/wp-content/uploads/2022/03/C19-VX-Effectiveness-Protocol_2022_508.pdf).
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Affiliation(s)
| | | | - Hui Lee Wong
- US Food and Drug Administration, Center for Biologics Evaluation and Research, Silver Spring, MD, USA
| | | | | | - Christine Bui
- RTI Health Solutions, Research Triangle Park, NC, USA
| | - Patricia C. Lloyd
- US Food and Drug Administration, Center for Biologics Evaluation and Research, Silver Spring, MD, USA
| | - Joann F. Gruber
- US Food and Drug Administration, Center for Biologics Evaluation and Research, Silver Spring, MD, USA
| | | | | | - Jie Deng
- Optum Epidemiology, Boston, MA, USA
| | | | | | | | | | | | | | - Tainya C. Clarke
- US Food and Drug Administration, Center for Biologics Evaluation and Research, Silver Spring, MD, USA
| | - Sylvia Cho
- US Food and Drug Administration, Center for Biologics Evaluation and Research, Silver Spring, MD, USA
| | | | | | | | | | - Richard A. Forshee
- US Food and Drug Administration, Center for Biologics Evaluation and Research, Silver Spring, MD, USA
| | - Steven A. Anderson
- US Food and Drug Administration, Center for Biologics Evaluation and Research, Silver Spring, MD, USA
| | | | | | | | | | - Azadeh Shoaibi
- US Food and Drug Administration, Center for Biologics Evaluation and Research, Silver Spring, MD, USA
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6
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Hu M, Wong HL, Feng Y, Lloyd PC, Smith ER, Amend KL, Kline A, Beachler DC, Gruber JF, Mitra M, Seeger JD, Harris C, Secora A, Obidi J, Wang J, Song J, McMahill-Walraven CN, Reich C, McEvoy R, Do R, Chillarige Y, Clifford R, Cooper DD, Shoaibi A, Forshee R, Anderson SA. Safety of the BNT162b2 COVID-19 Vaccine in Children Aged 5 to 17 Years. JAMA Pediatr 2023; 177:710-717. [PMID: 37213095 PMCID: PMC10203969 DOI: 10.1001/jamapediatrics.2023.1440] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2022] [Accepted: 04/06/2023] [Indexed: 05/23/2023]
Abstract
Importance Active monitoring of health outcomes after COVID-19 vaccination offers early detection of rare outcomes that may not be identified in prelicensure trials. Objective To conduct near-real-time monitoring of health outcomes following BNT162b2 COVID-19 vaccination in the US pediatric population aged 5 to 17 years. Design, Setting, and Participants This population-based study was conducted under a public health surveillance mandate from the US Food and Drug Administration. Participants aged 5 to 17 years were included if they received BNT162b2 COVID-19 vaccination through mid 2022 and had continuous enrollment in a medical health insurance plan from the start of an outcome-specific clean window until the COVID-19 vaccination. Surveillance of 20 prespecified health outcomes was conducted in near real time within a cohort of vaccinated individuals from the earliest Emergency Use Authorization date for the BNT162b2 vaccination (December 11, 2020) and was expanded as more pediatric age groups received authorization through May and June 2022. All 20 health outcomes were monitored descriptively, 13 of which additionally underwent sequential testing. For these 13 health outcomes, the increased risk of each outcome after vaccination was compared with a historical baseline with adjustments for repeated looks at the data as well as a claims processing delay. A sequential testing approach was used, which declared a safety signal when the log likelihood ratio comparing the observed rate ratio against the null hypothesis exceeded a critical value. Exposure Exposure was defined as receipt of a BNT162b2 COVID-19 vaccine dose. The primary analysis assessed primary series doses together (dose 1 + dose 2), and dose-specific secondary analyses were conducted. Follow-up time was censored for death, disenrollment, end of the outcome-specific risk window, end of the study period, or a receipt of a subsequent vaccine dose. Main Outcomes Twenty prespecified health outcomes: 13 were assessed using sequential testing and 7 were monitored descriptively because of a lack of historical comparator data. Results This study included 3 017 352 enrollees aged 5 to 17 years. Of the enrollees across all 3 databases, 1 510 817 (50.1%) were males, 1 506 499 (49.9%) were females, and 2 867 436 (95.0%) lived in an urban area. In the primary sequential analyses, a safety signal was observed only for myocarditis or pericarditis after primary series vaccination with BNT162b2 in the age group 12 to 17 years across all 3 databases. No safety signals were observed for the 12 other outcomes assessed using sequential testing. Conclusions and Relevance Among 20 health outcomes that were monitored in near real time, a safety signal was identified for only myocarditis or pericarditis. Consistent with other published reports, these results provide additional evidence that COVID-19 vaccines are safe in children.
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Affiliation(s)
- Mao Hu
- Acumen, Burlingame, California
| | - Hui Lee Wong
- US Food and Drug Administration, Silver Spring, Maryland
| | | | | | | | | | | | | | | | | | | | | | | | - Joyce Obidi
- US Food and Drug Administration, Silver Spring, Maryland
| | | | | | | | | | | | - Rose Do
- Acumen, Burlingame, California
| | | | | | | | - Azadeh Shoaibi
- US Food and Drug Administration, Silver Spring, Maryland
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Cocoros NM, Gurwitz JH, Cziraky MJ, Granger CB, Harkins T, Haynes K, Li X, Parlett L, Seeger JD, Singh S, McMahill-Walraven CN, Platt R. Pragmatic guidance for embedding pragmatic clinical trials in health plans: Large simple trials aren't so simple. Clin Trials 2023:17407745231160459. [PMID: 37322894 PMCID: PMC10363182 DOI: 10.1177/17407745231160459] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/17/2023]
Abstract
BACKGROUND There are unique opportunities related to the design and conduct of pragmatic trials embedded in health insurance plans, which have longitudinal data on member/patient demographics, dates of coverage, and reimbursed medical care, including prescription drug dispensings, vaccine administrations, behavioral healthcare encounters, and some laboratory results. Such trials can be large and efficient, using these data to identify trial-eligible patients and to ascertain outcomes. METHODS We use our experience primarily with the National Institutes of Health Pragmatic Trials Collaboratory Distributed Research Network, which comprises health plans that participate in the US Food & Drug Administration's Sentinel System, to describe lessons learned from the conduct and planning of embedded pragmatic trials. RESULTS Information is available for research on more than 75 million people with commercial or Medicare Advantage health plans. We describe three studies that have used or plan to use the Network, as well as a single health plan study, from which we glean our lessons learned. CONCLUSIONS Studies that are conducted in health plans provide much-needed evidence to drive clinically meaningful changes in care. However, there are many unique aspects of these trials that must be considered in the planning, implementation, and analytic phases. The type of trial best suited for studies embedded in health plans will be those that require large sample sizes, simple interventions that could be disseminated through health plans, and where data available to the health plan can be leveraged. These trials hold potential for substantial long-term impact on our ability to generate evidence to improve care and population health.
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Affiliation(s)
- Noelle M Cocoros
- Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA, USA
| | - Jerry H Gurwitz
- Meyers Health Care Institute, A Joint Endeavor of UMass Chan Medical School, Reliant Medical Group and Fallon Health, Worcester, MA, USA
| | | | | | | | - Kevin Haynes
- Janssen Research & Development, Titusville, PA, USA
| | - Xiaojuan Li
- Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA, USA
| | | | | | - Sonal Singh
- Meyers Health Care Institute, A Joint Endeavor of UMass Chan Medical School, Reliant Medical Group and Fallon Health, Worcester, MA, USA
| | | | - Richard Platt
- Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA, USA
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8
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Schneider KL, Bell EJ, Zhou CK, Yang G, Lloyd P, Clarke TC, Wilkinson M, Myers EE, Amend KL, Seeger JD, Chillarige Y, Forshee RA, Shoaibi A, Anderson SA, Wong HL. Use of Immunization Information Systems in Ascertainment of COVID-19 Vaccinations for Claims-Based Vaccine Safety and Effectiveness Studies. JAMA Netw Open 2023; 6:e2313512. [PMID: 37191962 DOI: 10.1001/jamanetworkopen.2023.13512] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/17/2023] Open
Abstract
Importance Safety and effectiveness studies of COVID-19 vaccines are being conducted using clinical data, including administrative claims. However, claims data only partially capture administered COVID-19 vaccine doses for numerous reasons, such as vaccination at sites that do not generate claims for reimbursement. Objective To evaluate the extent to which Immunization Information Systems (IIS) data linked to claims data enhances claims-based COVID-19 vaccine capture for a commercially insured population and to estimate the magnitude of misclassification of vaccinated individuals as having unvaccinated status in the linked IIS and claims data. Design, Setting, and Participants This cohort study used claims data from a commercial health insurance database and obtained vaccination data from IIS repositories in 11 US states. Participants were individuals younger than 65 years who resided in 1 of 11 states of interest and who were insured in health plans from December 1, 2020, through December 31, 2021. Main Outcomes and Measures Estimated proportion of individuals with at least 1 dose of any COVID-19 vaccine and proportion of individuals with a completed vaccine series based on general population guidelines. Vaccination status estimates were calculated and compared using claims data alone and linked IIS and claims data. Remaining misclassification of vaccination status was assessed by comparing linked IIS and claims data estimates with estimates from external surveillance data sources (Centers for Disease Control and Prevention [CDC] and state Department of Health [DOH]) and capture-recapture analysis. Results This cohort study included 5 112 722 individuals (mean [SD] age, 33.5 [17.6] years; 2 618 098 females [51.2%]) from 11 states. Characteristics of those who received at least 1 vaccine dose and those who completed a vaccine series were similar to the overall study population. The proportion with at least 1 vaccine dose increased from 32.8% using claims data alone to 48.1% when the data were supplemented with IIS vaccination records. Vaccination estimates using linked IIS and claims data varied widely by state. The percentage of individuals who completed a vaccine series increased from 24.4% to 41.9% after the addition of IIS vaccine records and varied across states. The percentages of underrecording using linked IIS and claims data were 12.1% to 47.1% lower than those using CDC data, 9.1% to 46.9% lower than the state DOH, and 9.2% to 50.9% lower than capture-recapture analysis. Conclusion and Relevance Results of this study suggested that supplementing COVID-19 claims records with IIS vaccination records substantially increased the number of individuals who were identified as vaccinated, yet potential underrecording remained. Improvements in reporting vaccination data to IIS infrastructures could allow frequent updates of vaccination status for all individuals and all vaccines.
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Affiliation(s)
| | | | - C K Zhou
- Clinical Safety and Risk Management, Moderna, Cambridge, Massachusetts
| | - Grace Yang
- OptumServe Consulting, Falls Church, Virginia
| | - Patricia Lloyd
- Center for Biologics Evaluation and Research, US Food and Drug Administration, Silver Spring, Maryland
| | - Tainya C Clarke
- Center for Biologics Evaluation and Research, US Food and Drug Administration, Silver Spring, Maryland
| | | | | | | | | | | | - Richard A Forshee
- Center for Biologics Evaluation and Research, US Food and Drug Administration, Silver Spring, Maryland
| | - Azadeh Shoaibi
- Center for Biologics Evaluation and Research, US Food and Drug Administration, Silver Spring, Maryland
| | - Steven A Anderson
- Center for Biologics Evaluation and Research, US Food and Drug Administration, Silver Spring, Maryland
| | - Hui-Lee Wong
- Center for Biologics Evaluation and Research, US Food and Drug Administration, Silver Spring, Maryland
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Spalding WM, Bertoia ML, Bulik CM, Seeger JD. Treatment characteristics among patients with binge-eating disorder: an electronic health records analysis. Postgrad Med 2023; 135:254-264. [PMID: 35037815 DOI: 10.1080/00325481.2021.2018255] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
OBJECTIVES Treatment for adults diagnosed with binge-eating disorder (BED) includes psychotherapy and/or pharmacotherapy and aims to reduce the frequency of binge-eating episodes and disordered eating, improve metabolic-related issues and reduce weight, and address mood symptoms. Data describing real-world treatment patterns are lacking; therefore, this study aims to characterize real-world treatment patterns among patients with BED. METHODS This retrospective study identified adult patients with BED using natural language processing of clinical notes from the Optum electronic health record database from 2009 to 2015. Treatment patterns were examined during the 12 months preceding the BED recognition date and during a follow-up period after BED recognition (1-3 years for most patients). RESULTS Among 1042 patients, 384 were categorized as the BED cohort and 658, who met less stringent criteria, were categorized as probable BED. In the BED cohort, mean ± SD age was 45.2 ± 13.4 years and 81.8% were women (probable BED, 45.9 ± 12.8 years, 80.2%). A greater percentage of patients in the BED cohort were prescribed pharmacotherapy (70.6% [probable BED, 66.9%]) than received/discussed psychotherapy (53.1% [probable BED, 39.2%]) at baseline. In the BED cohort, 54.4% of patients were prescribed antidepressants (probable BED, 52.4%), 25.3% stimulants (probable BED, 20.1%), and 34.4% nonspecific psychotherapy (probable BED, 24.6%) at baseline, with no substantive differences observed during follow-up. Low percentages of patients in the BED cohort received/discussed cognitive behavioral therapy at baseline (12.5% [probable BED, 9.0%) or during follow-up (13.0% [probable BED, 8.8%). Among patients with ≥1 psychotherapy visit, the mean ± SD number of visits in the BED cohort was 1.2 ± 5.9 at baseline (probable BED, 1.7 ± 7.3) and 2.2 ± 7.7 during follow-up (probable BED, 2.6 ± 7.7). CONCLUSION This cohort of patients with BED was treated more frequently with pharmacotherapy than psychotherapy. These data may help inform strategies for reducing differences between real-world treatment patterns and evidence-based recommendations.
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Affiliation(s)
| | | | - Cynthia M Bulik
- Department of Psychiatry, University of North Carolina School of Medicine, Chapel Hill, NC, USA
- Department of Nutrition, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, USA
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
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10
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Hughes KC, Herring TA, Song JN, Gately RV, Przybyl LM, Ogilvie RP, Simon K, Bhuyan PK, Kyrgiou M, Seeger JD. Cervical High-Grade Squamous Intraepithelial Lesion Burden and Standard of Care Treatment Effectiveness and Safety in the United States, 2008-2018: The EACH-WOMAN Project. J Low Genit Tract Dis 2023; 27:105-112. [PMID: 36815642 DOI: 10.1097/lgt.0000000000000719] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/24/2023]
Abstract
OBJECTIVE Management of cervical high-grade squamous intraepithelial lesions (HSILs), the immediate precursor of cervical cancer, consists largely of surgical treatment for women at higher risk for progression to cancer. The authors' objective was to describe the occurrence of cervical HSIL in the United States and various outcomes for women who received surgical treatment. METHODS From a US commercial health insurer, a cohort of adult women with cervical HSIL diagnoses receiving surgical treatment within 3 months of diagnosis between January 2008 and September 2018 was identified. This cohort was followed for several outcomes, including cervical HSIL recurrence, human papillomavirus clearance, preterm birth, infection, and bleeding. RESULTS The incidence rate of cervical HSIL declined from 2.34 (95% CI = 2.30-2.39) cases per 1,000 person-years in 2008 to 1.39 (95% CI = 1.35-1.43) cases per 1,000 person-years in 2014, remaining near that level through 2018. Among 65,527 women with cervical HSIL, 47,067 (72%) received surgical treatment within 3 months of diagnosis. Among the women receiving surgical treatment, cervical HSIL recurred in 6% of surgically treated women, whereas 45% of surgically treated women underwent subsequent virological testing that indicated human papillomavirus clearance. Preterm birth was observed in 5.9% by 5 years follow-up and bleeding and infection each at 2.2% by 7 days follow-up. CONCLUSIONS From 2008 through 2018, the incidence of diagnosed cervical HSIL decreased for several years before stabilizing. Surgical treatment of HSIL may be beneficial in removing the precancerous lesion, but cervical HSIL may recur, and the surgery is associated with complications including preterm birth, infection, and bleeding.
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Affiliation(s)
| | | | | | | | | | | | - Keiko Simon
- Inovio Pharmaceuticals, Inc, Plymouth Meeting, PA
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11
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Chomistek AK, Phiri K, Doherty MC, Calderbank JF, Chiuve SE, McIlroy BH, Snabes MC, Enger C, Seeger JD. Correction to: Development and Validation of ICD‑10‑CM‑based Algorithms for Date of Last Menstrual Period, Pregnancy Outcomes, and Infant Outcomes. Drug Saf 2023; 46:515. [PMID: 36964331 PMCID: PMC10164015 DOI: 10.1007/s40264-023-01280-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/26/2023]
Affiliation(s)
| | - Kelesitse Phiri
- Optum, 1325 Boylston Street, 11th Floor, Boston, MA, 02215, USA
| | | | | | | | | | | | - Cheryl Enger
- Optum, 1325 Boylston Street, 11th Floor, Boston, MA, 02215, USA
| | - John D Seeger
- Optum, 1325 Boylston Street, 11th Floor, Boston, MA, 02215, USA
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12
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Chomistek AK, Phiri K, Doherty MC, Calderbank JF, Chiuve SE, McIlroy BH, Snabes MC, Enger C, Seeger JD. Development and Validation of ICD-10-CM-based Algorithms for Date of Last Menstrual Period, Pregnancy Outcomes, and Infant Outcomes. Drug Saf 2023; 46:209-222. [PMID: 36656445 PMCID: PMC9981491 DOI: 10.1007/s40264-022-01261-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/22/2022] [Indexed: 01/20/2023]
Abstract
INTRODUCTION AND OBJECTIVE Validation studies of algorithms for pregnancy outcomes based on International Classification of Diseases, 10th Revision, Clinical Modification (ICD-10-CM) codes are important for conducting drug safety research using administrative claims databases. To facilitate the conduct of pregnancy safety studies, this exploratory study aimed to develop and validate ICD-10-CM-based claims algorithms for date of last menstrual period (LMP) and pregnancy outcomes using medical records. METHODS Using a mother-infant-linked claims database, the study included women with a pregnancy between 2016-2017 and their infants. Claims-based algorithms for LMP date utilized codes for gestational age (Z3A codes). The primary outcomes were major congenital malformations (MCMs) and spontaneous abortion; additional secondary outcomes were also evaluated. Each pregnancy outcome was identified using a claims-based simple algorithm, defined as presence of ≥ 1 claim for the outcome. Positive predictive values (PPV) and 95% confidence intervals (CI) were calculated. RESULTS Overall, 586 medical records were sought and 365 (62.3%) were adjudicated, including 125 records each for MCMs and spontaneous abortion. Last menstrual period date was validated among maternal charts procured for pregnancy outcomes and fewer charts were adjudicated for the secondary outcomes. The median difference in days between LMP date based on Z3A codes and adjudicated LMP date was 4.0 (interquartile range: 2.0-10.0). The PPV of the simple algorithm for spontaneous abortion was 84.7% (95% CI 78.3, 91.2). The PPV for the MCM algorithm was < 70%. The algorithms for the secondary outcomes pre-eclampsia, premature delivery, and low birthweight performed well, with PPVs > 70%. CONCLUSIONS The ICD-10-CM claims-based algorithm for spontaneous abortion performed well and may be used in pregnancy studies. Further algorithm refinement for MCMs is needed. The algorithms for LMP date and the secondary outcomes would benefit from additional validation in a larger sample.
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Affiliation(s)
| | - Kelesitse Phiri
- Optum, 1325 Boylston Street, 11th Floor, Boston, MA, 02215, USA
| | | | | | | | | | | | - Cheryl Enger
- Optum, 1325 Boylston Street, 11th Floor, Boston, MA, 02215, USA
| | - John D Seeger
- Optum, 1325 Boylston Street, 11th Floor, Boston, MA, 02215, USA
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13
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Moll K, Lufkin B, Fingar KR, Ke Zhou C, Tworkoski E, Shi C, Hobbi S, Hu M, Sheng M, McCarty J, Shangguan S, Burrell T, Chillarige Y, Beers J, Saunders-Hastings P, Muthuri S, Edwards K, Black S, Kelman J, Reich C, Amend KL, Djibo DA, Beachler D, Ogilvie RP, Secora A, McMahill-Walraven CN, Seeger JD, Lloyd P, Thompson D, Dimova R, MaCurdy T, Obidi J, Anderson S, Forshee R, Wong HL, Shoaibi A. Background rates of adverse events of special interest for COVID-19 vaccine safety monitoring in the United States, 2019-2020. Vaccine 2023; 41:333-353. [PMID: 36404170 PMCID: PMC9640387 DOI: 10.1016/j.vaccine.2022.11.003] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Revised: 10/31/2022] [Accepted: 11/02/2022] [Indexed: 11/09/2022]
Abstract
BACKGROUND The U.S. Food and Drug Administration (FDA) Biologics Effectiveness and Safety (BEST) Initiative conducts active surveillance of adverse events of special interest (AESI) after COVID-19 vaccination. Historical incidence rates (IRs) of AESI are comparators to evaluate safety. METHODS We estimated IRs of 17 AESI in six administrative claims databases from January 1, 2019, to December 11, 2020: Medicare claims for adults ≥ 65 years and commercial claims (Blue Health Intelligence®, CVS Health, HealthCore Integrated Research Database, IBM® MarketScan® Commercial Database, Optum pre-adjudicated claims) for adults < 65 years. IRs were estimated by sex, age, race/ethnicity (Medicare), and nursing home residency (Medicare) in 2019 and for specific periods in 2020. RESULTS The study included >100 million enrollees annually. In 2019, rates of most AESI increased with age. However, compared with commercially insured adults, Medicare enrollees had lower IRs of anaphylaxis (11 vs 12-19 per 100,000 person-years), appendicitis (80 vs 117-155), and narcolepsy (38 vs 41-53). Rates were higher in males than females for most AESI across databases and varied by race/ethnicity and nursing home status (Medicare). Acute myocardial infarction (Medicare) and anaphylaxis (all databases) IRs varied by season. IRs of most AESI were lower during March-May 2020 compared with March-May 2019 but returned to pre-pandemic levels after May 2020. However, rates of Bell's palsy, Guillain-Barré syndrome, narcolepsy, and hemorrhagic/non-hemorrhagic stroke remained lower in multiple databases after May 2020, whereas some AESI (e.g., disseminated intravascular coagulation) exhibited higher rates after May 2020 compared with 2019. CONCLUSION AESI background rates varied by database and demographics and fluctuated in March-December 2020, but most returned to pre-pandemic levels after May 2020. It is critical to standardize demographics and consider seasonal and other trends when comparing historical rates with post-vaccination AESI rates in the same database to evaluate COVID-19 vaccine safety.
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Affiliation(s)
| | | | | | - Cindy Ke Zhou
- U.S. Food and Drug Administration, Center for Biologics Evaluation and Research, Silver Spring, MD, USA
| | | | | | | | - Mao Hu
- Acumen LLC, Burlingame, CA, USA
| | | | | | | | | | | | | | | | | | | | | | - Jeff Kelman
- Centers for Medicare & Medicaid Services, Baltimore, MD, USA
| | | | | | | | | | | | | | | | | | - Patricia Lloyd
- U.S. Food and Drug Administration, Center for Biologics Evaluation and Research, Silver Spring, MD, USA
| | - Deborah Thompson
- U.S. Food and Drug Administration, Center for Biologics Evaluation and Research, Silver Spring, MD, USA
| | - Rositsa Dimova
- U.S. Food and Drug Administration, Center for Biologics Evaluation and Research, Silver Spring, MD, USA
| | - Thomas MaCurdy
- Acumen LLC, Burlingame, CA, USA,Department of Economics, Stanford University, Stanford, CA, USA
| | - Joyce Obidi
- U.S. Food and Drug Administration, Center for Biologics Evaluation and Research, Silver Spring, MD, USA
| | - Steve Anderson
- U.S. Food and Drug Administration, Center for Biologics Evaluation and Research, Silver Spring, MD, USA
| | - Richard Forshee
- U.S. Food and Drug Administration, Center for Biologics Evaluation and Research, Silver Spring, MD, USA
| | - Hui-Lee Wong
- U.S. Food and Drug Administration, Center for Biologics Evaluation and Research, Silver Spring, MD, USA
| | - Azadeh Shoaibi
- U.S. Food and Drug Administration, Center for Biologics Evaluation and Research, Silver Spring, MD, USA.
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14
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Kaplan S, Bertoia ML, Lass A, Wang FT, Evans A, Dhanda S, Roy D, Seeger JD. Delayed pregnancy detection and return to fertility with extended levonorgestrel-containing oral contraceptives: A real world setting cohort study. Pharmacoepidemiol Drug Saf 2023; 32:78-83. [PMID: 35713281 DOI: 10.1002/pds.5497] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2022] [Revised: 06/07/2022] [Accepted: 06/14/2022] [Indexed: 02/06/2023]
Abstract
PURPOSE As part of the European risk management plan of a 91-day extended levonorgestrel-containing combined oral contraceptive (COCLNG ), a study was performed to assess its safety. This analysis was conducted to examine delayed pregnancy detection and return to fertility with extended combined oral contraceptives (COC). METHODS We conducted a retrospective cohort study in new users of 91-day COCLNG or 28-day COCLNG within a US-based healthcare claims database from 2006 to 2017. Delayed pregnancy detection during current COCLNG exposure was defined as the time between estimated pregnancy start and first prenatal care encounter. Additionally, the time between estimated pregnancy start and COCLNG discontinuation was measured. To measure return to fertility, pregnancy rates were estimated among females who discontinued treatment. 91-day COCLNG users were propensity score-matched to 28-day COCLNG users. Hazard ratio for pregnancy was calculated using Cox proportional hazards models. RESULTS The 91-day and 28-day COCLNG users had 25 593 and 76 586 treatment episodes, respectively. The median time to pregnancy detection was 64.5 and 61.0 days (p = 0.24) in users of 91-day COCLNG and 28-day COCLNG . The median exposure time to treatment after estimated pregnancy start was 54.0 and 38.0 days (p < 0.01). In the fertility analysis, pregnancy rates were 54.82 (95% CI, 50.05-59.93) and 69.30 (95% CI, 64.98-73.82) per 1000 person-years in extended COCLNG discontinuers and 28-day COCLNG discontinuers. The adjusted hazard ratio of pregnancy was 0.77 (95% CI, 0.69-0.85). CONCLUSIONS Small differences were observed for pregnancy rates and delayed pregnancy detection between 91-day extended COCLNG and 28-day COCLNG , which may be related to the longer days' supply of extended COCLNG . Differences in the fertility analysis may be related to unmeasured residual confounding.
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Affiliation(s)
- Sigal Kaplan
- Epidemiology, Teva Pharmaceutical Industries Ltd, Netanya, Israel
| | | | | | | | - Alison Evans
- Drug Safety Research Unit, Southampton, UK.,School of Pharmacy and Biomedical Sciences, University of Portsmouth, Portsmouth, UK
| | - Sandeep Dhanda
- Drug Safety Research Unit, Southampton, UK.,School of Pharmacy and Biomedical Sciences, University of Portsmouth, Portsmouth, UK
| | - Debabrata Roy
- Drug Safety Research Unit, Southampton, UK.,School of Pharmacy and Biomedical Sciences, University of Portsmouth, Portsmouth, UK
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15
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Amend KL, Turnbull B, Zhou L, Marks MA, Velicer C, Saddier P, Seeger JD. Safety of 4-valent human papillomavirus vaccine in males: a large observational post-marketing study. Hum Vaccin Immunother 2022; 18:2073750. [PMID: 35714277 PMCID: PMC9481146 DOI: 10.1080/21645515.2022.2073750] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/03/2022] Open
Abstract
The 4-valent human papillomavirus (HPV) vaccine (4vHPV vaccine), Gardasil®, is indicated for the prevention of several HPV-related diseases. The objective was to assess the safety of 4vHPV vaccine administered to males as part of routine care. The study used a US health insurance claims database, and included males, age 9 to 26 years, who initiated 4vHPV between October 2009 and December 2016. General safety outcomes were identified using ICD diagnosis codes associated with emergency room visits and hospitalizations in the claims database in risk periods (Days 1–60 and Days 1–14 following vaccine administration) and self-comparison periods (Days 91–150 and 91–104 for the Days 1–60 and Days 1–14 analysis, respectively). Incidence rates (IRs) and relative rates (RRs) with 95% confidence intervals (CIs) were calculated comparing the risk and self-comparison periods. In this study, 114,035 males initiated 4vHPV vaccine and received 202,737 doses. Using the 60-day time window, 5 outcomes had significantly elevated RRs after accounting for multiple comparisons: ear conditions (RR 1.28, 95% CI 1.03–1.59); otitis media and related conditions (RR 1.65, 95% CI 1.09–2.54); cellulitis and abscess of arm (RR 2.17, 95% CI 1.06–4.72); intracranial injury (RR 1.23, 95% CI 1.01–1.50); and concussion (RR 1.29, 95% CI 1.05–1.59). A higher rate of allergic reactions was noted on the day of 4vHPV vaccine receipt compared to other vaccines (21.07 events per 10,000 doses, 95% CI 18.89–23.44 versus 11.44 per 10,000 doses, 95% CI 9.84–13.22). A higher incidence rate of VTE was observed following vaccination but this association was not significant (RR 2.17, 95% CI 0.35–22.74). The 4vHPV vaccine was associated with same-day allergic reactions as well as ear infections, intracranial injury, cellulitis, and concussion within 2 months after vaccination. While allergic reaction and cellulitis are consistent with the known safety profile of 4vHPV vaccine, the association of the other outcomes were determined by an independent Safety Review Committee to be most likely a result of activities common in adolescent males that coincide with the timing of vaccination and not directly related to vaccination itself. Implications and Contributions: The study results support the general safety of routine immunization with 4vHPV vaccine among males to prevent HPV-related diseases and cancers.
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Affiliation(s)
| | | | - Li Zhou
- Optum, Epidemiology, Boston, MA, USA
| | - Morgan A Marks
- Pharmacoepidemiology, Merck and Co. Inc, Kenilworth, NJ, USA
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16
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Wong HL, Hu M, Zhou CK, Lloyd PC, Amend KL, Beachler DC, Secora A, McMahill-Walraven CN, Lu Y, Wu Y, Ogilvie RP, Reich C, Djibo DA, Wan Z, Seeger JD, Akhtar S, Jiao Y, Chillarige Y, Do R, Hornberger J, Obidi J, Forshee R, Shoaibi A, Anderson SA. Risk of myocarditis and pericarditis after the COVID-19 mRNA vaccination in the USA: a cohort study in claims databases. Lancet 2022; 399:2191-2199. [PMID: 35691322 PMCID: PMC9183215 DOI: 10.1016/s0140-6736(22)00791-7] [Citation(s) in RCA: 84] [Impact Index Per Article: 42.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Revised: 04/08/2022] [Accepted: 04/13/2022] [Indexed: 12/19/2022]
Abstract
BACKGROUND Several passive surveillance systems reported increased risks of myocarditis or pericarditis, or both, after COVID-19 mRNA vaccination, especially in young men. We used active surveillance from large health-care databases to quantify and enable the direct comparison of the risk of myocarditis or pericarditis, or both, after mRNA-1273 (Moderna) and BNT162b2 (Pfizer-BioNTech) vaccinations. METHODS We conducted a retrospective cohort study, examining the primary outcome of myocarditis or pericarditis, or both, identified using the International Classification of Diseases diagnosis codes, occurring 1-7 days post-vaccination, evaluated in COVID-19 mRNA vaccinees aged 18-64 years using health plan claims databases in the USA. Observed (O) incidence rates were compared with expected (E) incidence rates estimated from historical cohorts by each database. We used multivariate Poisson regression to estimate the adjusted incidence rates, specific to each brand of vaccine, and incidence rate ratios (IRRs) comparing mRNA-1273 and BNT162b2. We used meta-analyses to pool the adjusted incidence rates and IRRs across databases. FINDINGS A total of 411 myocarditis or pericarditis, or both, events were observed among 15 148 369 people aged 18-64 years who received 16 912 716 doses of BNT162b2 and 10 631 554 doses of mRNA-1273. Among men aged 18-25 years, the pooled incidence rate was highest after the second dose, at 1·71 (95% CI 1·31 to 2·23) per 100 000 person-days for BNT162b2 and 2·17 (1·55 to 3·04) per 100 000 person-days for mRNA-1273. The pooled IRR in the head-to-head comparison of the two mRNA vaccines was 1·43 (95% CI 0·88 to 2·34), with an excess risk of 27·80 per million doses (-21·88 to 77·48) in mRNA-1273 recipients compared with BNT162b2. INTERPRETATION An increased risk of myocarditis or pericarditis was observed after COVID-19 mRNA vaccination and was highest in men aged 18-25 years after a second dose of the vaccine. However, the incidence was rare. These results do not indicate a statistically significant risk difference between mRNA-1273 and BNT162b2, but it should not be ruled out that a difference might exist. Our study results, along with the benefit-risk profile, continue to support vaccination using either of the two mRNA vaccines. FUNDING US Food and Drug Administration.
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Affiliation(s)
- Hui-Lee Wong
- Office of Biostatistics and Pharmacovigilance, Center for Biologics Evaluation and Research, US Food and Drug Administration, Silver Spring, MD, USA
| | - Mao Hu
- Acumen, Burlingame, CA, USA
| | - Cindy Ke Zhou
- Office of Biostatistics and Pharmacovigilance, Center for Biologics Evaluation and Research, US Food and Drug Administration, Silver Spring, MD, USA
| | - Patricia C Lloyd
- Office of Biostatistics and Pharmacovigilance, Center for Biologics Evaluation and Research, US Food and Drug Administration, Silver Spring, MD, USA
| | | | | | | | | | - Yun Lu
- Office of Biostatistics and Pharmacovigilance, Center for Biologics Evaluation and Research, US Food and Drug Administration, Silver Spring, MD, USA
| | - Yue Wu
- Acumen, Burlingame, CA, USA
| | | | | | | | | | | | | | | | | | | | | | - Joyce Obidi
- Office of Biostatistics and Pharmacovigilance, Center for Biologics Evaluation and Research, US Food and Drug Administration, Silver Spring, MD, USA
| | - Richard Forshee
- Office of Biostatistics and Pharmacovigilance, Center for Biologics Evaluation and Research, US Food and Drug Administration, Silver Spring, MD, USA
| | - Azadeh Shoaibi
- Office of Biostatistics and Pharmacovigilance, Center for Biologics Evaluation and Research, US Food and Drug Administration, Silver Spring, MD, USA
| | - Steven A Anderson
- Office of Biostatistics and Pharmacovigilance, Center for Biologics Evaluation and Research, US Food and Drug Administration, Silver Spring, MD, USA.
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Ou Z, Spring L, Nohria A, Seeger JD, Murimi-Worstell I. Survival of elderly patients with HER2+/HR- metastatic breast cancer in clinical practice: SEER-Medicare data 2012-2016. J Clin Oncol 2022. [DOI: 10.1200/jco.2022.40.16_suppl.1039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
1039 Background: Older patients with human epidermal growth factor 2-positive (HER2+) metastatic breast cancer(mBC) are underrepresented in clinical trials. We aim to assess the overall survival (OS) and breast cancer-specific survival of elderly women with de novo HER2+/hormone receptor-negative (HR-) mBC in a real-world setting. Methods: Elderly women with HER2+/HR- mBC treated with chemotherapy and/or HER2-targeted agents and with continuous Medicare Part A, B, and D coverage 1-year before diagnosis were identified from the SEER-MEDICARE database 2012-2016. Patients were retrospectively followed from metastatic diagnosis until death, disenrollment from Medicare A, B, or D, or end of the observation period. Patients' year and month of diagnosis and death were retrieved from SEER. Death dates were verified with Medicare records reported by the Social Security Administration (SSA). For all-cause deaths, Kaplan-Meier analysis was used to estimate overall survival. The cumulative incidence competing risk (CICR) method based on cumulative incidence function (CIF) was used to estimate breast cancer-specific death incidence. Results: Seventy-three patients (mean age at diagnosis, 75.0±7.7 years) met the inclusion criteria. Among them, 56 were treated with trastuzumab ± pertuzumab /chemotherapy as first-line treatment, and 17 were treated with chemotherapy only. The median time to initiate trastuzumab-based treatment from diagnosis was 2.5 months, and the longest trastuzumab treatment length was over 44 months. The median follow-up for OS was 13 months. One patient developed stomach cancer 6 months after breast cancer diagnosis. In Kaplan-Meier analysis, censoring or not censoring this patient after second cancer development resulted in a median OS of 19 months (95% CI, 9-24 months) and 18 months (95% CI, 9-22 months). The OS at the end of 46 months was approximately 25%. Five patients died from other causes, including lung cancer, cerebrovascular diseases, aortic aneurysm and dissection, pneumonia and influenza, and heart diseases during treatment. Considering these competing risks, 50% (95% CI, 36%-64%) of patients specifically died from breast cancer between 21 and 22 months, estimated by the CICR method. Conclusions: Our study observed a shorter OS among HER2+/HR- mBC elderly patients in clinical practice than the OS of 40.8 and 56.5 months among younger patients in the CLEOPATRA trial, suggesting that age is an important prognostic factor for breast cancer survival. The presence of second cancer and other competing risks led to overestimating the probabilities of breast cancer-specific death and resulted in a shorter OS using the Kaplan-Meier method. The CICR method is more relevant to estimate the breast-cancer-specific death incidence.
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18
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Bertoia ML, Phiri K, Clifford CR, Doherty M, Zhou L, Wang LT, Bertoia NA, Wang FT, Seeger JD. Identification of pregnancies and infants within a United States commercial healthcare administrative claims database. Pharmacoepidemiol Drug Saf 2022; 31:863-874. [PMID: 35622900 PMCID: PMC9546262 DOI: 10.1002/pds.5483] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Revised: 05/18/2022] [Accepted: 05/23/2022] [Indexed: 11/05/2022]
Abstract
PURPOSE Health care insurance claims databases are becoming a more common data source for studies of medication safety during pregnancy. While pregnancies have historically been identified in such databases by pregnancy outcomes, International Classification of Diseases, 10th revision Clinical Modification (ICD-10-CM) Z3A codes denoting weeks of gestation provide more granular information on pregnancies and pregnancy periods (i.e. start and end dates). The purpose of this study was to develop a process that uses Z3A codes to identify pregnancies, pregnancy periods, and links infants within a commercial health insurance claims database. METHODS We identified pregnancies, gestation periods, pregnancy outcomes, and linked infants within the United States (US)-based Optum Research Database (ORD) between 2015 and 2020 via a series of algorithms utilizing diagnosis and procedure codes on claims. The diagnosis and procedure codes included ICD-10-CM codes, Current Procedural Terminology (CPT) codes, and Healthcare Common Procedure Coding System (HCPCS) codes. RESULTS We identified 1,030,874 pregnancies among 841,196 women of reproductive age. Of pregnancies with livebirth outcomes, 84% were successfully linked to infants. The prevalence of pregnancy outcomes (livebirth, stillbirth, ectopic, molar, abortion) was similar to national estimates. CONCLUSIONS This process provides an opportunity to study drug safety and care patterns during pregnancy and may be replicated in other claims databases containing ICD-10-CM, CPT, and HCPCS codes. Work is underway to validate and refine the various algorithms. This article is protected by copyright. All rights reserved.
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Affiliation(s)
| | | | | | | | - Li Zhou
- Optum Epidemiology, Boston, MA, USA
| | - Laura T Wang
- Department of Obstetrics and Gynecology, Prisma Health/University of South Carolina School of Medicine, Columbia, SC, USA
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19
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Zhu W, Tang X, Heyman RA, Cai T, Suh K, Seeger JD, Xia Z. Patterns of Utilization and Expenditure Across Multiple Sclerosis Disease-Modifying Therapies: A Retrospective Cohort Study Using Claims Data from a Commercially Insured Population in the United States, 2010–2019. Neurol Ther 2022; 11:1147-1165. [PMID: 35598225 PMCID: PMC9338211 DOI: 10.1007/s40120-022-00358-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Accepted: 04/26/2022] [Indexed: 12/13/2022] Open
Abstract
Introduction Comparisons of healthcare utilization and expenditure among multiple sclerosis (MS) disease-modifying therapies (DMTs) are limited. Methods In this retrospective cohort study using commercial insurance claims data of a US population (2010–2019), we compared healthcare utilization and costs in MS across different DMTs. We assigned patients to different treatment arms: no DMT (ND), high-efficacy (HE) DMT (alemtuzumab, B cell depletion, cladribine, and natalizumab), and standard-efficacy (SE) DMT (dimethyl fumarate, glatiramer acetate, interferon beta, sphingosine-1-phosphate receptor modulator, and teriflunomide). We obtained healthcare costs and occurrences of healthcare services: outpatient visits, emergency room visits, hospitalizations, MS-related magnetic resonance imaging (MRI). We quantified relapses (based on MS-related hospitalizations, as well as outpatient visits with prescription of high-dose steroids) and medical complexity (based on unique drug classes of prescriptions). We calculated covariate-adjusted incidence rate ratio of healthcare services using negative binomial regression with ND as reference and covariate-adjusted mean cumulative healthcare costs using a generalized linear model with log-link function and gamma distribution. Results Among the 25,932 patients with MS (mean age 52.8 years, 75.2% women), both HE (mean age 54.0 years, 76.2% women) and SE (mean age 43.9 years, 75.6% women) groups had more non-pharmacy healthcare utilization than ND (mean age 57.6 years, 75.4% women), including overall outpatient doctor visits, neurology visits, and MS-related MRIs as well as relapses and medical complexities. Relative to ND, both HE and SE groups had higher pharmacy costs and overall healthcare costs 12 months after treatment initiation, despite having lower or equivalent non-pharmacy medical costs. In patients on DMT, pharmacy costs accounted for up to 65% of overall healthcare costs with over 85% of pharmacy costs attributable to DMT costs. Conclusion DMT cost is a key driver of the overall healthcare expenditure in MS. Future comparative and cost-effectiveness studies integrating claims and electronic health records data with better balancing of patient characteristics are warranted. Supplementary Information The online version contains supplementary material available at 10.1007/s40120-022-00358-4.
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Affiliation(s)
- Wen Zhu
- Department of Neurology, University of Pittsburgh, Pittsburgh, PA, 15260, USA
| | - Xiaoyu Tang
- Department of Biostatistics, Boston University, Boston, MA, USA
| | - Rock A Heyman
- Department of Neurology, University of Pittsburgh, Pittsburgh, PA, 15260, USA
| | - Tianxi Cai
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA
- Department of Biostatistics, Harvard T. H. Chan School of Public Health, Boston, MA, USA
| | - Kangho Suh
- Department of Pharmacy and Therapeutics, University of Pittsburgh, Pittsburgh, PA, USA
| | | | - Zongqi Xia
- Department of Neurology, University of Pittsburgh, Pittsburgh, PA, 15260, USA.
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20
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Chomistek AK, Liang C, Doherty MC, Clifford CR, Ogilvie RP, Gately RV, Song JN, Enger C, Lin ND, Wang FT, Seeger JD. Predictors of critical care, mechanical ventilation, and mortality among hospitalized patients with COVID-19 in an electronic health record database. BMC Infect Dis 2022; 22:413. [PMID: 35488229 PMCID: PMC9051491 DOI: 10.1186/s12879-022-07383-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2021] [Accepted: 04/13/2022] [Indexed: 01/08/2023] Open
Abstract
Background There are limited data on risk factors for serious outcomes and death from COVID-19 among patients representative of the U.S. population. The objective of this study was to determine risk factors for critical care, ventilation, and death among hospitalized patients with COVID-19.
Methods This was a cohort study using data from Optum’s longitudinal COVID-19 electronic health record database derived from a network of healthcare provider organizations across the US. The study included patients with confirmed COVID-19 (presence of ICD-10-CM code U07.1 and/or positive SARS-CoV-2 test) between January 2020 and November 2020. Patient characteristics and clinical variables at start of hospitalization were evaluated for their association with subsequent serious outcomes (critical care, mechanical ventilation, and death) using odds ratios (OR) and 95% confidence intervals (CI) from logistic regression, adjusted for demographic variables.
Results Among 56,996 hospitalized COVID-19 patients (49.5% male and 72.4% ≥ 50 years), 11,967 received critical care, 9136 received mechanical ventilation, and 8526 died. The median duration of hospitalization was 6 days (IQR: 4, 11), and this was longer among patients that experienced an outcome: 11 days (IQR: 6, 19) for critical care, 15 days (IQR: 8, 24) for mechanical ventilation, and 10 days (IQR: 5, 17) for death. Dyspnea and hypoxemia were the most prevalent symptoms and both were associated with serious outcomes in adjusted models. Additionally, temperature, C-reactive protein, ferritin, lactate dehydrogenase, D-dimer, and oxygen saturation measured during hospitalization were predictors of serious outcomes as were several in-hospital diagnoses. The strongest associations were observed for acute respiratory failure (critical care: OR, 6.30; 95% CI, 5.99–6.63; ventilation: OR, 8.55; 95% CI, 8.02–9.11; death: OR, 3.36; 95% CI, 3.17–3.55) and sepsis (critical care: OR, 4.59; 95% CI, 4.39–4.81; ventilation: OR, 5.26; 95% CI, 5.00–5.53; death: OR, 4.14; 95% CI, 3.92–4.38). Treatment with angiotensin-converting enzyme inhibitors/angiotensin receptor blockers during hospitalization were inversely associated with death (OR, 0.57; 95% CI, 0.54–0.61). Conclusions We identified several clinical characteristics associated with receipt of critical care, mechanical ventilation, and death among COVID-19 patients. Future studies into the mechanisms that lead to severe COVID-19 disease are warranted. Supplementary Information The online version contains supplementary material available at 10.1186/s12879-022-07383-6.
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Affiliation(s)
| | - Caihua Liang
- Optum, 1325 Boylston Street, 11th Floor, Boston, MA, 02215, USA
| | | | | | | | - Robert V Gately
- Optum, 1325 Boylston Street, 11th Floor, Boston, MA, 02215, USA
| | - Jennifer N Song
- Optum, 1325 Boylston Street, 11th Floor, Boston, MA, 02215, USA
| | - Cheryl Enger
- Optum, 1325 Boylston Street, 11th Floor, Boston, MA, 02215, USA
| | - Nancy D Lin
- Optum, 1325 Boylston Street, 11th Floor, Boston, MA, 02215, USA.,IQVIA, Plymouth Meeting, PA, USA
| | - Florence T Wang
- Optum, 1325 Boylston Street, 11th Floor, Boston, MA, 02215, USA
| | - John D Seeger
- Optum, 1325 Boylston Street, 11th Floor, Boston, MA, 02215, USA
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21
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Nunes AP, Seeger JD, Stewart A, Gupta A, McGraw T. Retrospective Observational Real-World Outcome Study to Evaluate Safety Among Patients With Erectile Dysfunction (ED) With Co-Possession of Tadalafil and Anti-Hypertensive Medications (anti-HTN). J Sex Med 2022; 19:74-82. [PMID: 34872842 DOI: 10.1016/j.jsxm.2021.10.012] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Revised: 10/01/2021] [Accepted: 10/09/2021] [Indexed: 10/19/2022]
Abstract
BACKGROUND Erectile dysfunction (ED) is a common condition affecting male adults and may be associated with hypertension, diabetes, hyperlipidemia, and obesity. Phosphodiesterase type 5 (PDE5) inhibitors, such as tadalafil, are the first-line drug therapy for ED. Studies and the current prescribing information of these PDE5 inhibitors indicate they are mechanistic mild vasodilators and, as such, concomitant use of a PDE5 inhibitor with anti-hypertensive medication may lead to drops in blood pressure due to possible drug-drug interaction. AIM Evaluate risks of hypotensive/cardiovascular outcomes in a large cohort of patients with ED that have co-possession of prescriptions for tadalafil and hypertensive medications versus either medication/s alone. METHODS A cohort study conducted within an electronic health record database (Optum) representing hospitals across the US. Adult male patients prescribed tadalafil and/or anti-hypertensive medications from January 2012 to December 2017 were eligible. Possession periods were defined by the time patients likely had possession of medication, with propensity score-matched groups used for comparison. OUTCOMES Risk of hypotensive/cardiovascular outcomes were measured using diagnostic codes and NLP algorithms during possession periods of tadalafil + anti-hypertensive versus either medication/s alone. RESULTS In total there were 127,849 tadalafil + anti-hypertensive medication possession periods, 821,359 anti-hypertensive only medication possession periods, and 98,638 tadalafil only medication possession periods during the study; 126,120 were successfully matched. Adjusted-matched incidence rate ratios (IRRs) for the anti-hypertensive only possession periods compared with tadalafil + anti-hypertensive periods of diagnosed outcomes were all below 1. Two outcomes had a 95% confidence interval (CI) that did not include 1.0: ventricular arrhythmia (IRR 0.79; 95% CI 0.66, 0.94) and diagnosis of hypotension (IRR 0.79; 95% CI 0.71, 0.89). CLINICAL IMPLICATIONS Provides real world evidence that co-possession of tadalafil and anti-hypertensive medications does not increase risk of hypotensive/cardiovascular outcomes beyond that observed for patients in possession of anti-hypertensive medications only. STRENGTHS AND LIMITATIONS EHR data are valuable for the evaluation of real world outcomes, however, the data are retrospective and collected for clinical patient management rather than research. Prescription data represent the intent of the prescriber and not use by the patient. Residual bias cannot be ruled out, despite propensity score matching, due to unobserved patient characteristics and severity that are not fully reflected in the EHR database. CONCLUSION In the studied real world patients, this study did not demonstrate an increased risk of hypotensive or cardiovascular outcomes associated with co-possession of tadalafil and anti-hypertensive medications beyond that observed for patients in possession of anti-hypertensive medications only. Nunes AP, Seeger JD, Stewart A, et al., Retrospective Observational Real-World Outcome Study to Evaluate Safety Among Patients With Erectile Dysfunction (ED) With Co-Possession of Tadalafil and Anti-Hypertensive Medications (anti-HTN). J Sex Med 2022;19:74-82.
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Affiliation(s)
| | | | - Andrew Stewart
- Consumer Healthcare Medical Affairs, Sanofi, Bridgewater, NJ, USA
| | - Alankar Gupta
- Consumer Healthcare Medical Affairs, Sanofi, Bridgewater, NJ, USA
| | - Thomas McGraw
- Consumer Healthcare Medical Affairs, Sanofi, Bridgewater, NJ, USA.
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22
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Amend KL, Turnbull B, Zhou L, Marks MA, Velicer C, Saddier P, Seeger JD. Vaccine initiation and 3-dose series completion of 4vHPV vaccine among US insured males 2012-2016. Vaccine 2021; 40:682-688. [PMID: 34794821 DOI: 10.1016/j.vaccine.2021.10.070] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2021] [Revised: 09/30/2021] [Accepted: 10/26/2021] [Indexed: 01/22/2023]
Abstract
OBJECTIVE The quadrivalent human papillomavirus vaccine (4vHPV, GARDASIL®), was approved in the US in 2009 for use in males aged 9 to 26 for the prevention of HPV-related genital warts, and in 2010 for the prevention of certain HPV-related anogenital diseases. A regimen was approved in 2016 for those who initiate the vaccine series between the ages of 9 to 14 years. We describe patterns of 4vHPV administration among US males before this modification. METHODS The study used a US health insurance claims database, and included males, age 9 to 26 years, who initiated 4vHPV between 2012 and 2016. Time from first dose to subsequent doses was estimated. Logistic regression identified factors associated with regimen completion. RESULTS Among 100,786 males who initiated 4vHPV (corresponding to ∼ 13% of male birth cohorts), 50,573 (50.2%) and 25,763 (25.6%) received a second and third dose, respectively. Annual administration was common, with 47% of males receiving 3 doses over 3 years (1 dose per year) as compared to 12% receiving the 3-dose series in the recommended 6-month timeframe. Receipt of 4vHPV was 2.2 (range 1.5 to 2.9) times as likely to occur in summer months compared to other times of the year. Individuals aged 18 to 21 years and those living in Western states or rural regions were less likely to complete the 3-dose regimen. CONCLUSIONS The real-world patterns of 4vHPV vaccination observed, particularly the low uptake and regimen completion, suggest that better strategies are needed for males to improve 4vHPV vaccine use in males.
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Affiliation(s)
| | | | - Li Zhou
- Epidemiology, Optum, Boston, MA, USA
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23
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Bulik CM, Bertoia ML, Lu M, Seeger JD, Spalding WM. Suicidality risk among adults with binge-eating disorder. Suicide Life Threat Behav 2021; 51:897-906. [PMID: 34080227 PMCID: PMC8597150 DOI: 10.1111/sltb.12768] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/23/2020] [Revised: 02/25/2021] [Accepted: 03/10/2021] [Indexed: 12/20/2022]
Abstract
OBJECTIVE To estimate relative suicidality risk associated with binge-eating disorder (BED). METHODS Retrospective study of patients identified as having BED (N = 1042) and a matched general population cohort (N = 10,420) from the Optum electronic health record database between January 2009 and September 2015. Patients had ≥1 outpatient encounter with a provider who recognized BED during the 12-month baseline preceding entry date. Incidence and relative risk of suicidality were assessed. RESULTS Incidence per 1000 person-years (95% CI) of suicidal ideation and suicide attempts, respectively, was 31.1 (23.1, 41.0) and 12.7 (7.9, 19.4) in the BED cohort and 5.8 (4.7, 7.1) and 1.4 (0.9, 2.2) in the comparator cohort. Risk of suicidal ideation and suicide attempts was greater in the BED cohort (HR [95% CIs], 6.43 [4.42, 9.37]) than in the comparator cohort (HR [95% CI], 9.47 [4.99, 17.98]) during follow-up. After adjusting for psychiatric comorbidities, associations of suicidal ideation and suicide attempts with BED remained elevated in patients with BED having histories of suicidality. CONCLUSIONS Findings suggest that history of suicidality may result in an increased risk of suicidal ideation and suicide attempts in patients with BED relative to the general population. Psychiatric comorbidity burden may explain the elevated risk of these conditions in BED.
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Affiliation(s)
- Cynthia M. Bulik
- Department of PsychiatryUniversity of North Carolina School of MedicineChapel HillNCUSA,Department of NutritionGillings School of Global Public HealthUniversity of North CarolinaChapel HillNCUSA,Department of Medical Epidemiology and BiostatisticsKarolinska InstitutetStockholmSweden
| | | | - Mei Lu
- Takeda Pharmaceuticals USALexingtonMAUSA
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Kaplan S, Bertoia ML, Wang FT, Zhou L, Lass A, Evans A, Dhanda S, Roy D, Seeger JD. Long-term safety of extended levonorgestrel-containing oral contraceptives in the United States. Contraception 2021; 105:26-32. [PMID: 34599911 DOI: 10.1016/j.contraception.2021.09.013] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Revised: 09/22/2021] [Accepted: 09/22/2021] [Indexed: 11/03/2022]
Abstract
OBJECTIVES To compare the safety profile of Seasonique, a 91-day levonorgestrel-containing combined oral contraceptive (COCLNG), to 28-day COCLNG regarding the risk of venous thromboembolism (VTE) and arterial thromboembolism (ATE). STUDY DESIGN A new user cohort study was conducted in a US health care database from 2006 to 2017. Each 91-day COCLNG treatment episode in females was matched to up to four 28-day COCLNG treatment episodes by propensity score. We identified VTE cases in either (1) an inpatient setting with ICD-9 and ICD-10 diagnosis codes of PE and/or DVT in the primary position, or (2) an outpatient setting with ICD-9 or ICD-10 diagnosis codes of DVT in conjunction with an anticoagulant medication dispensing or alteplase (thrombolytic) during the 30-day period following the date of DVT diagnosis. VTE was validated using medical records. We assessed the study endpoints in the two cohorts using incidence rates and Cox proportional hazards models adjusted for potential confounders. RESULTS Of the 25,593 treatment episodes in 91-day COCLNG and 76,586 treatment episodes in 28-day COCLNG, 35 and 68 patients had VTEs, respectively, corresponding to a hazard ratio (HR) of 1.40 (95% confidence interval [CI], 0.90-2.19). The VTE algorithm had a positive predictive value of 76.4% (95% CI, 66.2%-84.8%). ATEs were recorded in 13 and 28 episodes, respectively, with a corresponding HR of 1.21 (95% CI, 0.58-2.53). CONCLUSIONS These results do not indicate a significant difference between 91-day COCLNG and 28-day COCLNG in terms of VTE or ATE risk. IMPLICATIONS Compared to use of 28-day COCLNG, use of 91-day extended COCLNG was not associated with a significant difference in risk of venous and arterial thromboembolism.
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Affiliation(s)
- Sigal Kaplan
- Global Pharmacovigilance, Teva Pharmaceutical Industries Ltd, Netanya, Israel.
| | | | | | - Li Zhou
- Epidemiology, Optum, Boston, MA, USA
| | | | - Alison Evans
- Drug Safety Research Unit, Southampton, UK; School of Pharmacy and Biomedical Sciences, University of Portsmouth, Portsmouth, UK
| | - Sandeep Dhanda
- Drug Safety Research Unit, Southampton, UK; School of Pharmacy and Biomedical Sciences, University of Portsmouth, Portsmouth, UK
| | - Debabrata Roy
- Drug Safety Research Unit, Southampton, UK; School of Pharmacy and Biomedical Sciences, University of Portsmouth, Portsmouth, UK
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Nunes AP, Seeger JD, Stewart A, Gupta A, McGraw T. Cardiovascular Outcome Risks in Patients With Erectile Dysfunction Co-Prescribed a Phosphodiesterase Type 5 Inhibitor (PDE5i) and a Nitrate: A Retrospective Observational Study Using Electronic Health Record Data in the United States. J Sex Med 2021; 18:1511-1523. [PMID: 37057443 DOI: 10.1016/j.jsxm.2021.06.010] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Revised: 05/23/2021] [Accepted: 06/16/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND Phosphodiesterase type 5 inhibitors (PDE5i) are first-line therapy for erectile dysfunction (ED). Approximately 1-4% of PDE5i recipients co-possess nitrates, despite this combination potentially producing clinically significant hypotension. Real-world data in these patients and insights into prescriber rationales for co-prescription are limited. AIM This study investigated whether PDE5i and nitrate co-possession is associated with increased rates of cardiovascular (CV) outcomes. METHODS Adult males with ED and PDE5i prescription and males with nitrate prescription were identified from a U.S. electronic health record database (2012-2016). Quantitative comparisons were made between patients with ED and co-possession (ED + PDE5i + nitrate), only nitrate possession (ED + nitrate and nitrate only [without ED]), and only PDE5i possession (ED + PDE5i). OUTCOMES We quantified incidence of CV outcomes in co-possession and comparator periods, calculating incidence rate ratios after propensity score matching. Prescriber rationales were derived by reviewing virtual patient records. RESULTS Over 168,000 patients had ≥1 PDE5i prescription (∼241,000 possession periods); >480,000 patients had ≥1 nitrate prescription (∼486,000 possession periods); and 3,167 patients had 3,668 co-possession periods. Non-significantly different or lower rates of CV outcomes were observed for co-possession periods vs ED + nitrate and nitrate only periods. Most CV outcome rates were non-significantly different between co-possession and ED + PDE5i periods (myocardial infarction, hospitalized unstable angina and fainting were higher with co-possession). From qualitative assessment of patient records with co-possession, 131 of 252 (52%) documented discussion with a physician regarding co-possession; 69 of 131 (53%) warned or instructed on safely managing these contraindicated medications. CLINICAL IMPLICATIONS Findings from this real-world study indicate that co-possession of nitrate and PDE5i prescriptions is not associated with increased rates of CV outcomes, relative to possession of nitrates alone. Physicians should and often do discuss the risks of using both medications together with their patients. STRENGTHS & LIMITATIONS Strengths of this study are the large size of the U.S. real-world patient cohort with data available for analysis, and our ability to utilize natural language processing to explore co-prescription rationales and patient-physician interactions. Limitations are the retrospective nature of the analysis and inability to establish whether recorded prescriptions were filled or the medication was consumed. CONCLUSION Co-exposure of PDE5i and nitrates should continue to be avoided; however, co-possession of PDE5i and nitrate prescriptions is not necessarily associated with increased CV risk. Co-possession can be successfully managed in suitable circumstances. Nunes AP, Seeger JD, Stewart A, et al. Cardiovascular Outcome Risks in Patients With Erectile Dysfunction Co-Prescribed a Phosphodiesterase Type 5 Inhibitor (PDE5i) and a Nitrate: A Retrospective Observational Study Using Electronic Health Record Data in the United States. J Sex Med 2021;18:1511-1523.
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Hoffman V, Hallas J, Linder M, Margulis AV, Suehs BT, Arana A, Phiri K, Enger C, Horter L, Odsbu I, Olesen M, Perez-Gutthann S, Xu Y, Kristiansen NS, Appenteng K, de Vogel S, Seeger JD. Cardiovascular Risk in Users of Mirabegron Compared with Users of Antimuscarinic Treatments for Overactive Bladder: Findings from a Non-Interventional, Multinational, Cohort Study. Drug Saf 2021; 44:899-915. [PMID: 34236595 PMCID: PMC8280006 DOI: 10.1007/s40264-021-01095-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/30/2021] [Indexed: 12/23/2022]
Abstract
INTRODUCTION During clinical trials, mirabegron, a β3-adrenoreceptor agonist, was associated with increased vital signs vs placebo in patients with overactive bladder. OBJECTIVE The purpose of this study was to compare incidence rates of adverse cardiovascular (CV) outcomes following mirabegron or antimuscarinic use. METHODS We conducted an observational post-marketing safety study utilising real-world data. The study population was identified within five sources: Danish and Swedish National Registers, Clinical Practice Research Datalink (UK), Optum (USA) and Humana (USA). Episodes of time when patients were new users of mirabegron or antimuscarinics (October 2012-December 2018) were sourced from prescriptions and matched on propensity scores. Occurrences of major adverse cardiovascular events (MACE), acute myocardial infarction (AMI), stroke, CV mortality and all-cause mortality were identified. Outcome incidence rates and hazard ratios from Cox models were estimated. RESULTS Overall, 152,026 mirabegron and 152,026 antimuscarinic episodes were matched. The population consisted of 63.1% women and 72.6% were ≥ 65 years old. There were no appreciable differences in the incidence rates of MACE, AMI or stroke between users of mirabegron and antimuscarinics. Incidence rates of CV mortality (hazard ratio 0.83, 95% confidence interval 0.73-0.95) and all-cause mortality (hazard ratio 0.80, 95% confidence interval 0.76-0.84) were no higher with mirabegron vs antimuscarinics. Results restricted to episodes at high risk for CV events or stratified by age (< 65 years, ≥ 65 years) or prior overactive bladder medication use were consistent with overall findings. CONCLUSIONS This large, multinational study found no higher risk of MACE, AMI, stroke, CV mortality or all-cause mortality among users of mirabegron relative to users of antimuscarinics.
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Affiliation(s)
| | | | - Marie Linder
- Centre for Pharmacoepidemiology, Karolinska Institutet, Stockholm, Sweden
| | | | | | | | | | - Cheryl Enger
- Optum, 1325 Boylston Street, Boston, MA, 02215, USA
| | | | - Ingvild Odsbu
- Centre for Pharmacoepidemiology, Karolinska Institutet, Stockholm, Sweden
| | | | | | - Yihua Xu
- Humana Healthcare Research, Louisville, KY, USA
| | | | | | | | - John D Seeger
- Optum, 1325 Boylston Street, Boston, MA, 02215, USA.
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Wang CY, Berlin JA, Gertz B, Davis K, Li J, Dreyer NA, Zhou W, Seeger JD, Santanello N, Winterstein AG. Uncontrolled Extensions of Clinical Trials and the Use of External Controls-Scoping Opportunities and Methods. Clin Pharmacol Ther 2021; 111:187-199. [PMID: 34165790 PMCID: PMC9290853 DOI: 10.1002/cpt.2346] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Accepted: 06/08/2021] [Indexed: 11/08/2022]
Abstract
Increased interest in real-world evidence (RWE) for clinical and regulatory decision making and the need to evaluate long-term benefits and risks of pharmaceutical products raise the importance of understanding the use of external controls (ECs) for uncontrolled extensions of randomized controlled trials (RCTs). We searched clinicaltrials.gov from 2009 to 2019 for uncontrolled extensions and assessed the use of ECs in the trial protocol registry and PubMed. We present characteristics of identified uncontrolled extensions, their adoption of ECs, and a qualitative appraisal of published uncontrolled extensions with ECs according to good pharmacoepidemiologic practice. The number of uncontrolled extensions increased slightly across the study period, resulting in a total of 1,115 studies. Most originated from phase III RCTs (62.2%) and specified safety outcomes (61.9% among those with specified outcomes). Most uncontrolled extensions incorporated no control group with only 7 out of 1,115 (0.6%) employing ECs. For those studies with ECs, all involved treatments for rare conditions and assessment of effectiveness. Attempts to balance comparison groups varied from none mentioned to propensity score matching. We noted consistent deficiencies in outcome ascertainment methods and approaches to address attrition bias. The contrast of the large and growing number of uncontrolled extensions with the small number of studies that utilized ECs showed clear opportunities for enhancement in design, measurement, and analysis of uncontrolled extensions to allow causal inferences on long-term treatment effects. As extensions continue to expand within RWE regulatory frameworks, development of guidelines for use of EC with uncontrolled extensions is needed.
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Affiliation(s)
- Ching-Yu Wang
- Pharmaceutical Outcomes & Policy, Center for Drug Evaluation & Safety, University of Florida, Gainesville, Florida, USA
| | - Jesse A Berlin
- Epidemiology, Johnson & Johnson, Titusville, New Jersey, USA
| | - Barry Gertz
- Blackstone Life Sciences, Cambridge, Massachusetts, USA
| | - Kourtney Davis
- Global Epidemiology, Janssen R&D, Titusville, New Jersey, USA
| | - Jie Li
- US Food and Drug Administration, Silver Spring, Maryland, USA
| | - Nancy A Dreyer
- Real-World Solutions, IQVIA, Cambridge, Massachusetts, USA
| | - Wei Zhou
- Merck & Co., Inc., Kenilworth, New Jersey, USA
| | | | | | - Almut G Winterstein
- Pharmaceutical Outcomes & Policy, Center for Drug Evaluation & Safety, University of Florida, Gainesville, Florida, USA
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Funch D, Mortimer K, Ziyadeh NJ, D Seeger J, Zhou L, Ng E, Ross D, Major-Pedersen A, Bosch-Traberg H, Gydesen H, Dore DD. Risk of Thyroid Cancer Associated with Use of Liraglutide and Other Antidiabetic Drugs in a US Commercially Insured Population. Diabetes Metab Syndr Obes 2021; 14:2619-2629. [PMID: 34140791 PMCID: PMC8203194 DOI: 10.2147/dmso.s305496] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/10/2021] [Accepted: 05/22/2021] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND Quantify association between the glucagon-like peptide-1 receptor agonist liraglutide and risk of thyroid cancer (TC) compared to other antidiabetics. PATIENTS AND METHODS Initiators of liraglutide, exenatide, metformin, pioglitazone or groups of dipeptidyl peptidase-4 inhibitors or sulfonylureas were identified in a US health plan (2010-2014) and followed for a median of 17 months. Thyroid cancer cases during follow-up were identified via a validated algorithm. Incidence rates of TC among liraglutide and comparators were assessed using relative risks estimated within propensity score-matched cohorts using intention to treat (ITT) and time on drug analyses. Latency effects and potential surveillance bias were evaluated. RESULTS Relative risks from ITT analyses ranged from 1.00 (95% confidence interval (CI) 0.56-1.79) versus metformin to 1.70 (95% CI 1.03-2.81) versus all comparators excluding exenatide. Effect estimates from latency analyses were slightly attenuated. Time on drug analyses suggested no increased risk for either longer duration or higher cumulative dose of liraglutide. Medical record review found 85% were papillary or a follicular variant of papillary or both; 46% were microcarcinomas (≤10 millimeters), which were more prevalent in the liraglutide cohort (67% versus 43% in all comparators). CONCLUSION Relative risks were elevated for several comparisons, which should be interpreted cautiously because of potential residual confounding and surveillance bias. Liraglutide cases had smaller thyroid nodules and shorter time-to-diagnosis, suggesting increased surveillance for TC among liraglutide initiators, especially shortly after the drug´s approval. After adjusting the primary analyses (ITT) for latency, no significant elevated risk of TC was observed among liraglutide initiators.
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Affiliation(s)
| | | | - Najat J Ziyadeh
- Optum Epidemiology, Boston, MA, USA
- Correspondence: Najat J Ziyadeh Optum Epidemiology, 1325 Boylston Street, 11th Floor, Boston, MA, 02215, USA Email
| | | | - Li Zhou
- Optum Epidemiology, Boston, MA, USA
| | - Eva Ng
- Optum Epidemiology, Boston, MA, USA
| | - Douglas Ross
- Massachusetts General Hospital, Thyroid Associates, Boston, MA, USA
- Harvard Medical School, Department of Medicine, Boston, MA, USA
| | | | | | | | - David D Dore
- Optum Epidemiology, Boston, MA, USA
- Department of Health Services, Policy & Practice, Brown University School of Public Health, Providence, RI, USA
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Seeger JD, Davis KJ, Iannacone MR, Zhou W, Dreyer N, Winterstein AG, Santanello N, Gertz B, Berlin JA. Methods for external control groups for single arm trials or long-term uncontrolled extensions to randomized clinical trials. Pharmacoepidemiol Drug Saf 2020; 29:1382-1392. [PMID: 32964514 PMCID: PMC7756307 DOI: 10.1002/pds.5141] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2020] [Revised: 09/10/2020] [Accepted: 09/14/2020] [Indexed: 11/20/2022]
Abstract
Purpose Clinical trials compare outcomes among patients receiving study treatment with comparators drawn from the same source. These internal controls are missing in single arm trials and from long‐term extensions (LTE) of trials including only the treatment arm. An external control group derived from a different setting is then required to assess safety or effectiveness. Methods We present examples of external control groups that demonstrate some of the issues that arise and make recommendations to address them through careful assessment of the data source fitness for use, design, and analysis steps. Results Inclusion and exclusion criteria and context that produce a trial population may result in trial patients with different clinical characteristics than are present in an external comparison group. If these differences affect the risk of outcomes, then a comparison of outcome occurrence will be confounded. Further, patients who continue into LTE may differ from those initially entering the trial due to treatment effects. Application of appropriate methods is needed to make valid inferences when such treatment or selection effects are present. Outcome measures in a trial may be ascertained and defined differently from what can be obtained in an external comparison group. Differences in sensitivity and specificity for identification or measurement of study outcomes leads to information bias that can also invalidate inferences. Conclusion This review concentrates on threats to the valid use of external control groups both in the scenarios of single arm trials and LTE of randomized controlled trials, along with methodological approaches to mitigate them.
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Affiliation(s)
- John D Seeger
- Life Sciences Epidemiology, Optum, Boston, Massachusetts, USA
| | - Kourtney J Davis
- Global Epidemiology, Johnson & Johnson, Titusville, New Jersey, USA
| | - Michelle R Iannacone
- Center for Biologics Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, Maryland, USA
| | - Wei Zhou
- Pharmacoepidemiology, Merck & Co., Inc., Kenilworth, New Jersey, USA
| | - Nancy Dreyer
- Real-World Solutions, IQVIA, Cambridge, Massachusetts, USA
| | | | - Nancy Santanello
- Nancy Santanello Research Consultant, Philadelphia, Pennsylvania, USA
| | | | - Jesse A Berlin
- Global Epidemiology, Johnson & Johnson, Titusville, New Jersey, USA
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Ziyadeh NJ, Geldhof A, Noël W, Otero-Lobato M, Esslinger S, Chakravarty SD, Wang Y, Seeger JD. Post-approval Safety Surveillance Study of Golimumab in the Treatment of Rheumatic Disease Using a United States Healthcare Claims Database. Clin Drug Investig 2020; 40:1021-1040. [PMID: 32779120 PMCID: PMC7595963 DOI: 10.1007/s40261-020-00959-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Background and Objective Golimumab is a fully human anti-tumor necrosis factor monoclonal antibody approved for the treatment of rheumatoid arthritis (RA), psoriatic arthritis (PsA), and ankylosing spondylitis (AS). This study estimated rates of prespecified outcomes in patients with RA, PsA or AS initiating golimumab versus matched patients initiating non-biologic systemic (NBS) medications. Methods Patients enrolled in a US health plan with rheumatic disease who initiated a study medication were accrued between April 2009 and November 2014. Golimumab initiators were matched by propensity score to NBS initiators in a 1:4 ratio. Outcomes were identified through September 2015. As-treated, as-matched, and nested case–control (NCC) analyses were conducted in the matched cohorts. Sensitivity analyses evaluated the impact of residual confounding and nondifferential misclassification of exposure and outcomes. Results Risks of outcomes were similar between golimumab and NBS initiators. In the as-treated analysis, the rate ratio (RR) for depression was elevated during current golimumab use versus golimumab non-use in the NBS cohort [RR 1.45, 95% confidence interval (CI) 1.31–1.61]. This finding was not replicated in as-matched (RR 1.08, 95% CI 0.97–1.19) or NCC (odds ratio 1.01, 95% CI 0.78–1.31) analyses, which focused on incident cases. Sensitivity analyses suggest that depression was sensitive to misclassification, and the RR changed from greater than to less than one across a plausible range of specificity. Conclusions This study suggests that there is no association between exposure to golimumab and an increased risk of prespecified outcomes. Increased depression risk in the as-treated analysis was not replicated in other analyses and may be associated with residual imbalance in baseline history or severity of depression. Electronic supplementary material The online version of this article (10.1007/s40261-020-00959-7) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Najat J Ziyadeh
- Optum Epidemiology, 1325 Boylston Street, 11th Floor, Boston, MA, 02215, USA.
| | | | - Wim Noël
- Janssen Biologics B.V., Leiden, The Netherlands
| | | | | | - Soumya D Chakravarty
- Janssen Scientific Affairs, LLC, Horsham, PA, USA
- Drexel University School of Medicine, Philadelphia, PA, USA
| | - Yiting Wang
- Janssen Research and Development, LLC, Newark, NJ, USA
| | - John D Seeger
- Optum Epidemiology, 1325 Boylston Street, 11th Floor, Boston, MA, 02215, USA
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Seeger JD, Nunes A, Loughlin AM. Using RWE research to extend clinical trials in diabetes: An example with implications for the future. Diabetes Obes Metab 2020; 22 Suppl 3:35-44. [PMID: 32250529 PMCID: PMC7216829 DOI: 10.1111/dom.14021] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/30/2019] [Revised: 02/28/2020] [Accepted: 02/29/2020] [Indexed: 12/15/2022]
Abstract
BACKGROUND Although randomized, controlled trials (RCTs) are seen as the gold standard for evidence in clinical medicine, a number of considerations are increasing the use of real-world data (RWD) to generate evidence. A series of methodological challenges must be overcome in order for such real-world evidence (RWE) to gain acceptance. In diabetes, RWE faces some particular issues that have limited its development. As the natural history of diabetes progresses, patients' disease changes over time and treatments will be modified as a result. This evolving disease and treatment pattern requires application of methods that account for such changes over time. Research developing RWE in diabetes and other conditions has sometimes been subject to important biases, and researchers should be aware of, and take steps to mitigate potential for bias in order to enhance the evidence produced. RESULTS We review a RWE study that replicated and extended evidence provided by a RCT regarding the effects of weekly exenatide relative to basal insulin (glargine or detemir) to illustrate a potential application of RWE. This study observed a 0.7% decrease in HbA1C for weekly exenatide relative to a 0.5% decrease in HbA1C for the comparator along with a 2 kg weight loss for weekly exenatide relative to a 0.25 kg weight gain, effects that were close to those from the RCT. Further, the RWE study was able to extend results to patient populations that were not well represented in the RCT. CONCLUSION Despite numerous challenges, RWE can be used to complement evidence from RCTs.
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Affiliation(s)
| | - Anthony Nunes
- Optum EpidemiologyBostonMassachusettsUSA
- University of Massachusetts Medical SchoolWorcesterMassachusettsUSA
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Bykov K, He M, Franklin JM, Garry EM, Seeger JD, Patorno E. Glucose-lowering medications and the risk of cancer: A methodological review of studies based on real-world data. Diabetes Obes Metab 2019; 21:2029-2038. [PMID: 31062453 PMCID: PMC6684441 DOI: 10.1111/dom.13766] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/22/2019] [Revised: 04/23/2019] [Accepted: 05/02/2019] [Indexed: 12/13/2022]
Abstract
AIM To review the methodology of observational studies examining the association between glucose-lowering medications and cancer to identify the most common methodological challenges and sources of bias. METHODS We searched PubMed systematically to identify observational studies on glucose-lowering medications and cancer published between January 2000 and January 2016. We assessed the design and analytical methods used in each study, with a focus on their ability to achieve study validity, and further evaluated the prevalence of major methodological choices over time. RESULTS Of 155 studies evaluated, only 26% implemented a new-user design, 41% used an active comparator, 33% implemented a lag or latency period, and 51% adjusted for diabetes duration. Potential for immortal person-time bias was identified in 63% of the studies; 55% of the studies adjusted for variables measured during the follow-up without appropriate statistical methods. Aside from a decreasing trend in adjusting for variables measured during the follow-up, we observed no trends in methodological choices over time. CONCLUSIONS The prevalence of well-known design and analysis flaws that may lead to biased results remains high among observational studies on glucose-lowering medications and cancer, limiting the conclusions that can be drawn from these studies. Avoiding known pitfalls could substantially improve the quality and validity of real-world evidence in this field.
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Affiliation(s)
- Katsiaryna Bykov
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Mengdong He
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Jessica M Franklin
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | | | | | - Elisabetta Patorno
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
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Funch D, Mortimer K, Ziyadeh NJ, Seeger JD, Li L, Norman H, Major‐Pedersen A, Bosch‐Traberg H, Gydesen H, Dore DD. Liraglutide use and evaluation of pancreatic outcomes in a US commercially insured population. Diabetes Obes Metab 2019; 21:1837-1848. [PMID: 30945402 PMCID: PMC6772183 DOI: 10.1111/dom.13739] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/12/2018] [Revised: 03/14/2019] [Accepted: 03/26/2019] [Indexed: 02/06/2023]
Abstract
AIMS Both acute pancreatitis (AP) and pancreatic cancer (PC) have been areas of focus for studies of incretin drugs. This 5-year prospective cohort study aimed to quantify possible associations between liraglutide and risk of AP and PC as compared to other antidiabetic drugs (ADs). MATERIALS AND METHODS Patients initiating liraglutide or other ADs who were enrolled in a US health plan (2010-2014) were included. Comparisons of AP and PC incidence rates were made between matched cohorts of liraglutide initiators and initiators of other ADs. Adjudicated AP cases and algorithm-based PC cases were identified. Propensity score-matched intention-to-treat (ITT) and time-on-drug (TOD) analyses were completed using Poisson regression. A latency analysis was performed for PC. RESULTS Median follow-up was 405 days for AP cohorts (9995 liraglutide, 1:1 matched to all comparators) and 503 days for PC cohorts (35 163 liraglutide, 1:1 matched to all comparators). In the primary AP analysis, "current" use of liraglutide was not significantly associated with elevated risk across comparators (all comparators relative risk [RR] = 1.2; 95% confidence interval [CI], 0.6-2.3). ITT results were similar where, in the primary analysis, no RRs were significantly associated with PC (all comparators RR = 0.7; 95% CI, 0.3-1.4); latency and TOD analyses did not alter findings. There was no evidence of a dose-response effect. CONCLUSIONS Liraglutide was not associated with an increased risk of AP or PC, although risk estimates were more variable for AP, and numbers of cases for both outcomes were limited because of the rarity of outcomes.
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Affiliation(s)
| | | | | | | | - Ling Li
- Optum EpidemiologyBostonMassachusetts
| | | | | | | | | | - David D. Dore
- Optum EpidemiologyBostonMassachusetts
- Department of Health Services, Policy and PracticeBrown University School of Public HealthProvidenceRhode Island
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Hoffman V, Xue F, Ezzy SM, Yusuf A, Green E, Eisele O, Kurth T, Seeger JD. Risk of cardiovascular and cerebrovascular events and mortality in patients with migraine receiving prophylactic treatments: An observational cohort study. Cephalalgia 2019; 39:1544-1559. [PMID: 31195804 DOI: 10.1177/0333102419856630] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
INTRODUCTION This study quantified risks of cardiovascular, cerebrovascular, and mortality events among patients with migraine receiving prophylaxis. METHODS Patients with migraine aged 18-65 years were identified from 2010 through 2015 within a United States administrative claims database. Topiramate initiators during follow-up were propensity score-matched separately to anticonvulsant, cardiovascular treatment, antidepressant, and other prophylactic treatment initiators. Incident outcomes were identified, and hazard ratios were calculated comparing outcome occurrence among topiramate initiators relative to each comparator. A case-control analysis was nested within the full migraine cohort, and odds ratios quantified the association between outcomes and use or non-use of individual prophylactic treatments (anticonvulsants, serotonin norepinephrine reuptake inhibitors, beta blockers, antihypertensives, tricyclic antidepressants, and other prophylactic treatments). RESULTS The cohort included 119,243 patients with migraine. The matched topiramate initiators had a lower mortality risk versus antidepressant (hazard ratio: 0.44, 95% CI: 0.24, 0.83) and anticonvulsant initiators (hazard ratio: 0.45, 95% CI: 0.25, 0.84). In the case-control analysis, increased risks of several outcomes were observed with all prophylactic treatments relative to non-use of that treatment (odds ratios range from 1.54 to 7.90, and 95% CIs exclude 1.0) except for topiramate and calcium channel blockers. CONCLUSIONS Although increased risks for several outcomes were observed with certain prophylactic treatments, the treatments other than topiramate likely represent markers for outcome risk factors that developed or progressed after cohort entry, rather than being a direct effect of the treatments. Factors including migraine severity, frequency, and other treatment indications should be considered in future migraine prophylactic treatment safety assessments.
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Affiliation(s)
| | - Fei Xue
- Amgen, Inc., Thousand Oaks, CA, US
| | | | | | | | | | - Tobias Kurth
- Institute of Public Health, Charité - Universitätsmedizin Berlin, Berlin, Germany
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Nunes AP, Liang C, Gradishar WJ, Dalvi T, Lewis J, Jones N, Green E, Doherty M, Seeger JD. U.S. prevalence of endocrine therapy-naïve locally advanced or metastatic breast cancer. ACTA ACUST UNITED AC 2019; 26:e180-e187. [PMID: 31043825 DOI: 10.3747/co.26.4163] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Background Variations in treatment choice, or late stage at first diagnosis, mean that, despite guideline recommendations, not all patients with hormone receptor (hr)-positive locally advanced or metastatic breast cancer (la/mbca) will have received endocrine therapy before disease progression. In the present study, we aimed to estimate the proportion of women with postmenopausal hr-positive la/mbca in the United States who are endocrine therapy-naïve. Methods Women in the Optum Electronic Health Record (ehr) database with a breast cancer (bca) diagnosis (January 2008-March 2015) were included. Patient and malignancy characteristics were identified using structured data fields and natural-language processing of free-text clinical notes. The proportion of women with postmenopausal hr-positive, human epidermal growth factor 2 (her2)-negative (or unknown) la/mbca who had not received prior endocrine therapy was determined. Results were extrapolated to the entire U.S. population using the U.S. National Cancer Institute's Surveillance, Epidemiology, and End Results database. Results are presented descriptively. Results In the ehr database, 11,831 women with bca had discernible information on postmenopausal status, hr status, and disease stage. Of those women, 1923 (16.3%) had postmenopausal hr-positive, her2-negative (or unknown) la/mbca, and 70.7% of those 1923 patients (n = 1360) had not received prior endocrine therapy, accounting for 11.5% of the overall population. Extrapolating those estimates nationally suggests an annual incidence of 14,784 cases, and a 5-year limited duration prevalence of 50,638 cases. Conclusions A substantial proportion of women with postmenopausal hr-positive la/mbca in the United States could be endocrine therapy-naïve.
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Affiliation(s)
- A P Nunes
- Optum Epidemiology, Boston, MA, U.S.A.,Division of Epidemiology, Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, MA, U.S.A
| | - C Liang
- Optum Epidemiology, Boston, MA, U.S.A
| | - W J Gradishar
- Feinberg School of Medicine, Northwestern University, Chicago, IL, U.S.A
| | - T Dalvi
- AstraZeneca, Gaithersburg, MD, U.S.A
| | | | | | - E Green
- Optum Epidemiology, Boston, MA, U.S.A
| | - M Doherty
- Optum Epidemiology, Boston, MA, U.S.A
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Loughlin AM, Qiao Q, Nunes AP, Ezzy SM, Yochum L, Clifford CR, Gately RV, Dore DD, Seeger JD. Effectiveness and Tolerability of Therapy With Once-Weekly Exenatide Versus Basal Insulin Among Injectable-Naive Patients With Type 2 Diabetes in a Real-World Setting in the United States. Diabetes Spectr 2018; 31:129-137. [PMID: 29773932 PMCID: PMC5951230 DOI: 10.2337/ds16-0081] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
A propensity-matched cohort study compared injectable-naive patients with type 2 diabetes initiating exenatide once weekly (EQW) or basal insulin (BI), from 2012 through 2015, within a U.S. electronic health record database. A1C and weight were obtained as observed or multiply imputed values at baseline and quarterly for 1 year (Q1-Q4). Hypoglycemia and gastrointestinal symptoms were identified using diagnostic codes and clinical notes. EQW (n = 2,008) and BI (n = 4,016) cohorts were comparable at baseline (mean A1C and weight: EQW, 8.3% and 107.5 kg, respectively; BI, 8.5% and 107.9 kg, respectively). A1C declined in Q2: -0.69 and -0.50 percentage points for EQW and BI, respectively, with little further change in year 1. The EQW cohort lost 0.9 kg in Q1 and 1.9 kg by the end of the year; no weight change was observed in the BI cohort. Among EQW and BI cohorts, 25.9% and 14.3% achieved both glycemic control and weight loss, respectively. In the EQW and BI cohorts, the incidence of hypoglycemia per 1,000 person-years was 52.5 and 65.7, respectively. The incidence of nausea was greater among EQW relative to BI initiators (relative rate 1.18). EQW offers an advantage compared to BI in achieving glycemic control and weight loss and a lower incidence of hypoglycemia, but is associated with greater risk of gastrointestinal symptoms.
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Loughlin AM, Qiao Q, Nunes AP, Öhman P, Ezzy S, Yochum L, Clifford CR, Gately R, Dore DD, Seeger JD. Effectiveness and tolerability of therapy with exenatide once weekly vs basal insulin among injectable-drug-naïve elderly or renal impaired patients with type 2 diabetes in the United States. Diabetes Obes Metab 2018; 20:898-909. [PMID: 29193561 PMCID: PMC5873410 DOI: 10.1111/dom.13175] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2017] [Revised: 11/05/2017] [Accepted: 11/25/2017] [Indexed: 12/01/2022]
Abstract
AIM To evaluate the effectiveness and tolerability of exenatide once weekly (EQW) compared with basal insulin (BI) among injectable-drug-naïve patients with type 2 diabetes mellitus (T2DM) who are elderly or have renal impairment (RI). MATERIALS AND METHODS Initiators of EQW and BI with T2DM were identified for the period 2012 to 2015 within a US electronic health record database and matched by propensity score. Matched EQW and BI initiators aged ≥65 years or who had RI were compared. Data on weight, glycated haemoglobin (HbA1c), estimated glomerular filtration rate (eGFR), blood pressure and lipids were obtained at baseline and quarterly (Q1-Q4) or semi-annually for 1 year after drug initiation. Hypoglycaemia and gastrointestinal symptoms were identified using diagnosis codes and data abstracted from clinical notes. RESULTS Among patients aged ≥65 years, HbA1c changed by -0.50 and -0.31 percentage points from baseline to Q4 for EQW and BI initiators, respectively. Weight changed by -1.6 kg among EQW initiators compared with 0.2 kg among BI initiators. Compared with BI initiators, EQW initiators had a 1.45-fold increased risk of nausea and vomiting. Among patients with RI, HbA1c changed by -0.58 and -0.33 percentage points from baseline to Q4 for EQW and BI initiators, respectively. Weight changed by -1.9 kg for EQW initiators while BI initiators had no change in weight. EQW initiators had a 1.28-fold increased risk of constipation and diarrhoea compared with BI initiators. CONCLUSION Regardless of age or renal function, the benefits of EQW relative to BI treatment are improved glycaemic control and increased weight loss, which should be weighed against the increased risk of gastrointestinal symptoms.
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Amend KL, Younus M, Petronis KR, Mo J, Seeger JD, Gately R, Gu X, Enger C. Assessment of Risk Evaluation and Mitigation Strategies (REMS) for varenicline (Chantix): A multistage patient survey. Pharmacoepidemiol Drug Saf 2018; 27:253-262. [DOI: 10.1002/pds.4373] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2017] [Revised: 11/16/2017] [Accepted: 11/20/2017] [Indexed: 11/10/2022]
Affiliation(s)
| | - Muhammad Younus
- Epidemiology, Worldwide Safety and Regulatory; Pfizer Inc.; New York NY USA
| | | | - Jingping Mo
- Epidemiology, Worldwide Safety and Regulatory; Pfizer Inc.; New York NY USA
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Nunes AP, Loughlin AM, Qiao Q, Ezzy SM, Yochum L, Clifford CR, Gately RV, Dore DD, Seeger JD. Tolerability and Effectiveness of Exenatide Once Weekly Relative to Basal Insulin Among Type 2 Diabetes Patients of Different Races in Routine Care. Diabetes Ther 2017; 8:1349-1364. [PMID: 28983857 PMCID: PMC5688980 DOI: 10.1007/s13300-017-0314-z] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/16/2017] [Indexed: 11/27/2022] Open
Abstract
INTRODUCTION Analyses of efficacy and tolerability of pharmacologic interventions are based on clinical trials that often include predominately white populations, in part because of challenges associated with recruitment and retention of racial/ethnically diverse study populations. Using real-world electronic health record (EHR) data, we sought to evaluate the tolerability and effectiveness of exenatide once weekly (EQW), overall and relative to basal insulin (BI), according to race. METHODS Patients with type 2 diabetes initiating EQW or BI between 2012 and 2015 were selected from the Optum EHR Research Database, a system pooling data from dozens of hospitals throughout the US. Measures of HbA1c, weight, and body mass index (BMI) were summarized at initiation and quarterly in the first year afterwards. Occurrences of gastrointestinal (GI) symptoms and hypoglycemia were identified by diagnostic codes and clinical notes, and incidence rates (IR) and relative rates (RR) were calculated. RESULTS Overall, 4907 white patients (mean age = 57 years) and 454 African American patients (mean age = 53 years) were included. The percent change in HbA1c from initiation through 9-12 months was similar for white and African American patients [EQW-White: -6.89 (95% CI: -8.29, -5.50), EQW-African American: -5.99 (95% CI: -10.33, -1.65), BI-White: -4.68 (95% CI: -5.51, -3.86), BI-African American: -3.11 (95% CI: -5.37, -0.85)]. For EQW, percent change in weight was -1.73 (95% CI: -2.45, -1.02) for white patients and -1.11 (95% CI: -3.02, -0.81) for African American patients. No weight loss was observed among BI initiators. Relative to BI initiators, EQW initiators had lower rates of hypoglycemia [White RR: 0.82 (95% CI: 0.66, 1.01), African American RR: 0.59 (95% CI: 0.26, 1.34)]. GI symptoms were increased in white EQW initiators. CONCLUSIONS Treatment with EQW, relative to BI, was associated with larger reductions in HbA1c and weight and reduced risk of hypoglycemia, effects that were not different for white and African American patients. FUNDING AstraZeneca, Gothenburg, Sweden.
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Affiliation(s)
- Anthony P Nunes
- Optum Epidemiology, Boston, MA, USA.
- Department of Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, MA, USA.
| | | | | | | | | | | | | | - David D Dore
- Optum Epidemiology, Boston, MA, USA
- Department of Health Services, Policy & Practice, Brown University School of Public Health, Providence, RI, USA
| | - John D Seeger
- Optum Epidemiology, Boston, MA, USA
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
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Kesselheim AS, Donneyong M, Dal Pan GJ, Zhou EH, Avorn J, Schneeweiss S, Seeger JD. Changes in prescribing and healthcare resource utilization after FDA Drug Safety Communications involving zolpidem-containing medications. Pharmacoepidemiol Drug Saf 2017; 26:712-721. [PMID: 28449404 DOI: 10.1002/pds.4215] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2016] [Revised: 03/24/2017] [Accepted: 03/27/2017] [Indexed: 11/09/2022]
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.
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Affiliation(s)
- Aaron S Kesselheim
- Program On Regulation, Therapeutics, And Law (PORTAL), Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Macarius Donneyong
- Program On Regulation, Therapeutics, And Law (PORTAL), Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Gerald J Dal Pan
- Food and Drug Administration, Center for Drug Evaluation and Research (CDER), Office of Surveillance and Epidemiology (OSE), Boston, MA, USA
| | - Esther H Zhou
- Food and Drug Administration, Center for Drug Evaluation and Research (CDER), Office of Surveillance and Epidemiology (OSE), Boston, MA, USA
| | - Jerry Avorn
- Program On Regulation, Therapeutics, And Law (PORTAL), Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Sebastian Schneeweiss
- Program On Regulation, Therapeutics, And Law (PORTAL), Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - John D Seeger
- Program On Regulation, Therapeutics, And Law (PORTAL), Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
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Luo J, Seeger JD, Donneyong M, Gagne JJ, Avorn J, Kesselheim AS. Effect of Generic Competition on Atorvastatin Prescribing and Patients' Out-of-Pocket Spending. JAMA Intern Med 2016; 176:1317-23. [PMID: 27367749 DOI: 10.1001/jamainternmed.2016.3384] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
IMPORTANCE In November 2011, the cholesterol level-lowering medication atorvastatin calcium became available in the United States as a generic drug. However, only a single generic form (from a manufacturer that qualified for market exclusivity by challenging several of Pfizer's patents) and an authorized generic form (a brand-name drug sold as a generic) were available for the first 180 days. OBJECTIVE To describe trends in the prescribing of generic atorvastatin after expiration of market exclusivity for the brand-name medication and the effect on patients' out-of-pocket spending. DESIGN, SETTING, AND PARTICIPANTS A US population-based study used commercial claims data from the Optum Clinformatics research database (UnitedHealth Group) from December 1, 2010, to May 31, 2013. Participants were 1 968 709 adults with commercial insurance who had been prescribed 1 or more statins (13 285 223 statin prescriptions). An interrupted times series model was used to examine the effect of limited and full generic competition on brand-name and generic atorvastatin prescriptions. Data were analyzed from December 1, 2010, to May 31, 2013. EXPOSURES Prescription of brand-name atorvastatin, generic atorvastatin, and authorized generic atorvastatin were distinguished using National Drug Codes. MAIN OUTCOMES AND MEASURES Total number of prescriptions dispensed per month and out-of-pocket expenditures for a typical 30-day supply of 20-mg atorvastatin during the periods of brand-name availability only, limited generic competition (lasting 180 days after market exclusivity ended), and full generic competition. RESULTS Of the 1 968 709 beneficiaries, 1 483 066 (58.8% male and 41.2% female; mean [SD] age, 55.6 [10.2] years) received a prescription for a single statin and were included in the analysis. The introduction of the first generic competitor was associated with a reduction in monthly brand-name atorvastatin fills by 20 896 prescriptions (level change, P = .001), an 18.1% change compared with the month preceding loss of exclusivity. Full generic competition reduced brand-name fills by 54 944 prescriptions (level change, P < .001), a 47.6% change relative to the month preceding loss of exclusivity. During the first 180 days of generic competition, no meaningful difference in monthly out-of-pocket spending was found between brand-name (median, $16.98; interquartile range [IQR], $8.76-$48.66) and generic (median, $19.98; IQR, $7.50-$54.90) atorvastatin. After full generic competition, estimated monthly out-of-pocket spending for generic atorvastatin (median $5.10; IQR, $3.36-$19.98) or authorized generic atorvastatin (median, $5.52; IQR, $3.48-$19.98) was substantially lower than that for brand-name atorvastatin (median, $30.00; IQR, $15.00-$91.38). CONCLUSIONS AND RELEVANCE Among patients with commercial health insurance, delays in generic uptake and high levels of out-of-pocket spending during the first 180 days after atorvastatin lost market exclusivity slowed changes in drug prescribing and decreases in patients' out-of-pocket costs.
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Affiliation(s)
- Jing Luo
- Program on Regulation, Therapeutics, and Law (PORTAL), Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - John D Seeger
- Program on Regulation, Therapeutics, and Law (PORTAL), Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Macarius Donneyong
- Program on Regulation, Therapeutics, and Law (PORTAL), Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Joshua J Gagne
- Program on Regulation, Therapeutics, and Law (PORTAL), Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Jerry Avorn
- Program on Regulation, Therapeutics, and Law (PORTAL), Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Aaron S Kesselheim
- Program on Regulation, Therapeutics, and Law (PORTAL), Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
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Velentgas P, Sheffield R, Nordstrom BL, Johnson E, Do T, Mentor SM, Seeger JD. Persistence with Medications in Glaucoma Management, Hypertension, and Dyslipidemia. J Pharm Technol 2016. [DOI: 10.1177/875512250702300406] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
Objective:To summarize pharmacy database studies of persistence with ocular hypotensives and review the literature of adherence with 2 additional classes of medication—antihypertensives and antihyperlipidemics—comparing methods used to analyze adherence in the 3 treatment areas.Data Sources:A search of MEDLINE (1990–2004) was conducted, using search terms designed to identify English-language articles describing adherence or persistence with any of the 3 drug classes of interest.Study Selection and Data Extraction:All articles identified through MEDLINE were reviewed and screened for use of an automated pharmacy database as an information source, quantitative results provided, and follow-up duration of at least 90 days. Details of methods used to estimate adherence or persistence and estimates of persistence with ocular hypotensive therapy, antihypertensives, and lipid-lowering agents were extracted.Data Synthesis:All studies describing the use of ocular hypotensives, and the majority of studies in the other treatment areas, identified inception cohorts of drug initiators. Use of survival analysis techniques to analyze adherence to medication therapy was less common in the hypertension and hyperlipidemia treatment adherence literature than in literature about glaucoma. In the treatment of hypertension, use of angiotensin II receptor antagonists or angiotensin-converting enzyme inhibitors was associated with higher levels of adherence. Statins in treatment of hyperlipidemia and topical prostaglandins as ocular hypotensive medications were also associated with higher levels of adherence.Conclusions:Findings regarding the relative superiority of specific drug classes were consistent within each therapeutic area, with less consistency in identifying other predictors of adherence. Increased use of survival analysis in future studies of persistence might improve comparability of results across studies.
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Affiliation(s)
- Priscilla Velentgas
- PRISCILLA VELENTGAS PhD, at time of writing, Director, Epidemiology, Ingenix i3 Drug Safety, Waltham, MA; now, Lecturer, Department of Ambulatory Care and Prevention, Harvard Medical School and Hard Pilgrim Health Care, Boston, MA
| | - Reinee Sheffield
- REINEE SHEFFIELD PharmD MPH, at time of writing, Manager, Pfizer US Outcomes Research, New York, NY; now, Associate Director, Baxter Bioscience Medical Outcomes Research and Economics, Westlake Village, CA
| | - Beth L Nordstrom
- BETH L NORDSTROM PhD MPH, Senior Scientist, Center for Health Economics, Epidemiology and Science Policy, United BioSource Corporation, Medford, MA
| | - Eric Johnson
- ERIC JOHNSON PhD, Affiliate Assistant Professor, Department of Pharmacy, University of Washington, Seattle, WA
| | - Thy Do
- THY DO MPH, at time of writing, Research Associate, Department of Pharmacy, University of Washington; now, Epidemiologist, Amgen, Seattle
| | - Sherry M Mentor
- SHERRY M MENTOR BA, at time of writing, Research Associate, Ingenix i3 Drug Safety; now, MPH Candidate in Community Health, New York University, New York, NY
| | - John D Seeger
- JOHN D SEEGER PharmD DrPH, Senior Scientist, Ingenix i3 Drug Safety
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Affiliation(s)
- John D Seeger
- Division of Pharmacoepidemiology and Pharmacoeconomics, Harvard Medical School/Brigham and Women's Hospital, 1620 Tremont, Suite 3030, Boston, MA, 02120, USA.
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Jalbert JJ, Nguyen LL, Gerhard-Herman MD, Kumamaru H, Chen CY, Williams LA, Liu J, Rothman AT, Jaff MR, Seeger JD, Benenati JF, Schneider PA, Aronow HD, Johnston JA, Brott TG, Tsai TT, White CJ, Setoguchi S. Comparative Effectiveness of Carotid Artery Stenting Versus Carotid Endarterectomy Among Medicare Beneficiaries. Circ Cardiovasc Qual Outcomes 2016; 9:275-85. [DOI: 10.1161/circoutcomes.115.002336] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/24/2015] [Accepted: 03/21/2016] [Indexed: 11/16/2022]
Affiliation(s)
- Jessica J. Jalbert
- From the Division of Pharmacoepidemiology and Pharmacoeconomics (J.J.J., H.K., C.-Y.C., L.A.W., J.L., A.T.R., J.D.S.), Vascular and Endovascular Surgery (L.L.N.), and Cardiovascular Medicine (M.D.G.-H.), Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA; LASER Analytica, New York, NY (J.J.J.); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA (H.K.); Department of Cardiology, Division of Cardiovascular Medicine, Massachusetts
| | - Louis L. Nguyen
- From the Division of Pharmacoepidemiology and Pharmacoeconomics (J.J.J., H.K., C.-Y.C., L.A.W., J.L., A.T.R., J.D.S.), Vascular and Endovascular Surgery (L.L.N.), and Cardiovascular Medicine (M.D.G.-H.), Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA; LASER Analytica, New York, NY (J.J.J.); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA (H.K.); Department of Cardiology, Division of Cardiovascular Medicine, Massachusetts
| | - Marie D. Gerhard-Herman
- From the Division of Pharmacoepidemiology and Pharmacoeconomics (J.J.J., H.K., C.-Y.C., L.A.W., J.L., A.T.R., J.D.S.), Vascular and Endovascular Surgery (L.L.N.), and Cardiovascular Medicine (M.D.G.-H.), Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA; LASER Analytica, New York, NY (J.J.J.); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA (H.K.); Department of Cardiology, Division of Cardiovascular Medicine, Massachusetts
| | - Hiraku Kumamaru
- From the Division of Pharmacoepidemiology and Pharmacoeconomics (J.J.J., H.K., C.-Y.C., L.A.W., J.L., A.T.R., J.D.S.), Vascular and Endovascular Surgery (L.L.N.), and Cardiovascular Medicine (M.D.G.-H.), Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA; LASER Analytica, New York, NY (J.J.J.); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA (H.K.); Department of Cardiology, Division of Cardiovascular Medicine, Massachusetts
| | - Chih-Ying Chen
- From the Division of Pharmacoepidemiology and Pharmacoeconomics (J.J.J., H.K., C.-Y.C., L.A.W., J.L., A.T.R., J.D.S.), Vascular and Endovascular Surgery (L.L.N.), and Cardiovascular Medicine (M.D.G.-H.), Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA; LASER Analytica, New York, NY (J.J.J.); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA (H.K.); Department of Cardiology, Division of Cardiovascular Medicine, Massachusetts
| | - Lauren A. Williams
- From the Division of Pharmacoepidemiology and Pharmacoeconomics (J.J.J., H.K., C.-Y.C., L.A.W., J.L., A.T.R., J.D.S.), Vascular and Endovascular Surgery (L.L.N.), and Cardiovascular Medicine (M.D.G.-H.), Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA; LASER Analytica, New York, NY (J.J.J.); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA (H.K.); Department of Cardiology, Division of Cardiovascular Medicine, Massachusetts
| | - Jun Liu
- From the Division of Pharmacoepidemiology and Pharmacoeconomics (J.J.J., H.K., C.-Y.C., L.A.W., J.L., A.T.R., J.D.S.), Vascular and Endovascular Surgery (L.L.N.), and Cardiovascular Medicine (M.D.G.-H.), Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA; LASER Analytica, New York, NY (J.J.J.); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA (H.K.); Department of Cardiology, Division of Cardiovascular Medicine, Massachusetts
| | - Andrew T. Rothman
- From the Division of Pharmacoepidemiology and Pharmacoeconomics (J.J.J., H.K., C.-Y.C., L.A.W., J.L., A.T.R., J.D.S.), Vascular and Endovascular Surgery (L.L.N.), and Cardiovascular Medicine (M.D.G.-H.), Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA; LASER Analytica, New York, NY (J.J.J.); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA (H.K.); Department of Cardiology, Division of Cardiovascular Medicine, Massachusetts
| | - Michael R. Jaff
- From the Division of Pharmacoepidemiology and Pharmacoeconomics (J.J.J., H.K., C.-Y.C., L.A.W., J.L., A.T.R., J.D.S.), Vascular and Endovascular Surgery (L.L.N.), and Cardiovascular Medicine (M.D.G.-H.), Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA; LASER Analytica, New York, NY (J.J.J.); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA (H.K.); Department of Cardiology, Division of Cardiovascular Medicine, Massachusetts
| | - John D. Seeger
- From the Division of Pharmacoepidemiology and Pharmacoeconomics (J.J.J., H.K., C.-Y.C., L.A.W., J.L., A.T.R., J.D.S.), Vascular and Endovascular Surgery (L.L.N.), and Cardiovascular Medicine (M.D.G.-H.), Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA; LASER Analytica, New York, NY (J.J.J.); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA (H.K.); Department of Cardiology, Division of Cardiovascular Medicine, Massachusetts
| | - James F. Benenati
- From the Division of Pharmacoepidemiology and Pharmacoeconomics (J.J.J., H.K., C.-Y.C., L.A.W., J.L., A.T.R., J.D.S.), Vascular and Endovascular Surgery (L.L.N.), and Cardiovascular Medicine (M.D.G.-H.), Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA; LASER Analytica, New York, NY (J.J.J.); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA (H.K.); Department of Cardiology, Division of Cardiovascular Medicine, Massachusetts
| | - Peter A. Schneider
- From the Division of Pharmacoepidemiology and Pharmacoeconomics (J.J.J., H.K., C.-Y.C., L.A.W., J.L., A.T.R., J.D.S.), Vascular and Endovascular Surgery (L.L.N.), and Cardiovascular Medicine (M.D.G.-H.), Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA; LASER Analytica, New York, NY (J.J.J.); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA (H.K.); Department of Cardiology, Division of Cardiovascular Medicine, Massachusetts
| | - Herbert D. Aronow
- From the Division of Pharmacoepidemiology and Pharmacoeconomics (J.J.J., H.K., C.-Y.C., L.A.W., J.L., A.T.R., J.D.S.), Vascular and Endovascular Surgery (L.L.N.), and Cardiovascular Medicine (M.D.G.-H.), Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA; LASER Analytica, New York, NY (J.J.J.); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA (H.K.); Department of Cardiology, Division of Cardiovascular Medicine, Massachusetts
| | - Joseph A. Johnston
- From the Division of Pharmacoepidemiology and Pharmacoeconomics (J.J.J., H.K., C.-Y.C., L.A.W., J.L., A.T.R., J.D.S.), Vascular and Endovascular Surgery (L.L.N.), and Cardiovascular Medicine (M.D.G.-H.), Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA; LASER Analytica, New York, NY (J.J.J.); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA (H.K.); Department of Cardiology, Division of Cardiovascular Medicine, Massachusetts
| | - Thomas G. Brott
- From the Division of Pharmacoepidemiology and Pharmacoeconomics (J.J.J., H.K., C.-Y.C., L.A.W., J.L., A.T.R., J.D.S.), Vascular and Endovascular Surgery (L.L.N.), and Cardiovascular Medicine (M.D.G.-H.), Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA; LASER Analytica, New York, NY (J.J.J.); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA (H.K.); Department of Cardiology, Division of Cardiovascular Medicine, Massachusetts
| | - Thomas T. Tsai
- From the Division of Pharmacoepidemiology and Pharmacoeconomics (J.J.J., H.K., C.-Y.C., L.A.W., J.L., A.T.R., J.D.S.), Vascular and Endovascular Surgery (L.L.N.), and Cardiovascular Medicine (M.D.G.-H.), Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA; LASER Analytica, New York, NY (J.J.J.); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA (H.K.); Department of Cardiology, Division of Cardiovascular Medicine, Massachusetts
| | - Christopher J. White
- From the Division of Pharmacoepidemiology and Pharmacoeconomics (J.J.J., H.K., C.-Y.C., L.A.W., J.L., A.T.R., J.D.S.), Vascular and Endovascular Surgery (L.L.N.), and Cardiovascular Medicine (M.D.G.-H.), Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA; LASER Analytica, New York, NY (J.J.J.); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA (H.K.); Department of Cardiology, Division of Cardiovascular Medicine, Massachusetts
| | - Soko Setoguchi
- From the Division of Pharmacoepidemiology and Pharmacoeconomics (J.J.J., H.K., C.-Y.C., L.A.W., J.L., A.T.R., J.D.S.), Vascular and Endovascular Surgery (L.L.N.), and Cardiovascular Medicine (M.D.G.-H.), Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA; LASER Analytica, New York, NY (J.J.J.); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA (H.K.); Department of Cardiology, Division of Cardiovascular Medicine, Massachusetts
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Kesselheim AS, Franklin JM, Kim SC, Seeger JD, Solomon DH. Reductions in Use of Colchicine after FDA Enforcement of Market Exclusivity in a Commercially Insured Population. J Gen Intern Med 2015; 30:1633-8. [PMID: 25855479 PMCID: PMC4617917 DOI: 10.1007/s11606-015-3285-7] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/05/2014] [Revised: 02/18/2015] [Accepted: 02/27/2015] [Indexed: 01/12/2023]
Abstract
BACKGROUND A brand-name version of colchicine (Colcrys) was introduced after its manufacturer conducted a clinical trial in acute gout patients, leading to higher prices for this drug. OBJECTIVE We analyzed the impact of the new single-source colchicine product on prescribing and patient health spending as well as incidence rates of potentially dangerous concomitant use of clarithromycin and cyclosporine after formal FDA approval. DESIGN/PARTICIPANTS We conducted a retrospective cohort study of UnitedHealth-affiliated enrollees newly diagnosed with gout or FMF. MAIN MEASURES Among gout and FMF patients separately, we assessed linear trends in colchicine prescriptions, prescription drug costs, and total health care costs from 2009 to September 2010 (market exclusivity announced) compared to January 2011 (market exclusivity enforced) through 2012. Next, we estimated trends in co-prescription within 15 days of clarithromycin, azithromycin (indicated on the Colcrys label for use in place of clarithromycin), and cyclosporine. KEY RESULTS Among gout patients, before Colcrys' market exclusivity, the odds of receiving colchicine within 30 days of gout diagnosis increased 1.4 %/month (OR: 1.014, 95 % CI: 1.011-1.018). Following FDA action, the odds decreased by 0.5 %/month (OR: 0.995, 95 % CI: 0.992-0.999) (p < 0.001). Similarly, among FMF patients, odds of initiating colchicine changed from an increase of 2.8 %/month to a decrease by 7.6 %/month (p = 0.01). Patients receiving colchicine experienced increases in average monthly prescription drug costs ($418 vs. $651, p < 0.001) and health care costs ($3,406 vs. $3,534, p < 0.001). Incidence rates of colchicine/clarithromycin co-prescription before and after FDA action did not change, while co-prescription of colchicine/cyclosporine increased after introduction of Colcrys [-0.75 monthly change in patients (95 % CI: -1.07, -0.43) vs. 0.13 (95 % CI: -0.16, 0.42), p < 0.001]. CONCLUSIONS The FDA's actions were associated with a reduction in colchicine initiation and an increase in patient spending. By contrast, we did not observe any association with improvements in avoidance of potentially dangerous co-prescriptions.
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Affiliation(s)
- Aaron S Kesselheim
- Program On Regulation, Therapeutics, And Law (PORTAL), Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA. .,Harvard Medical School, Boston, MA, USA.
| | - Jessica M Franklin
- Program On Regulation, Therapeutics, And Law (PORTAL), Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA
| | - Seoyoung C Kim
- Program On Regulation, Therapeutics, And Law (PORTAL), Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA.,Division of Rheumatology, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA
| | - John D Seeger
- Program On Regulation, Therapeutics, And Law (PORTAL), Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA
| | - Daniel H Solomon
- Program On Regulation, Therapeutics, And Law (PORTAL), Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA.,Division of Rheumatology, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA
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Jalbert JJ, Gerhard-Herman MD, Nguyen LL, Jaff MR, Kumamaru H, Williams LA, Chen CY, Liu J, Seeger JD, Rothman AT, Schneider P, Brott TG, Tsai TT, Aronow HD, Johnston JA, Setoguchi S. Relationship Between Physician and Hospital Procedure Volume and Mortality After Carotid Artery Stenting Among Medicare Beneficiaries. Circ Cardiovasc Qual Outcomes 2015; 8:S81-9. [DOI: 10.1161/circoutcomes.114.001668] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Seeger JD, Bykov K, Bartels DB, Huybrechts K, Zint K, Schneeweiss S. Safety and effectiveness of dabigatran and warfarin in routine care of patients with atrial fibrillation. Thromb Haemost 2015; 114:1277-89. [PMID: 26446507 DOI: 10.1160/th15-06-0497] [Citation(s) in RCA: 96] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2015] [Accepted: 09/28/2015] [Indexed: 12/14/2022]
Abstract
The RE-LY study demonstrated the safety and efficacy of dabigatran relative to warfarin for stroke prevention in non-valvular atrial fibrillation. It is important to further evaluate safety and effectiveness of drugs in routine care. This study used a sequential cohort design with propensity score matching to compare dabigatran with warfarin among patients in two commercial health insurance databases. New users of these anticoagulants were followed from initiation until discontinuation, the end of the study, or the occurrence of a study outcome (primary study outcomes were stroke and major bleeding). Proportional hazards regression was conducted separately within each data source and results were pooled. Among 19,189 matched dabigatran and warfarin initiators (mean age: 68 years, 36 % female), as-treated follow-up (average of 5 months for dabigatran, 4 months for warfarin) identified 62 and 69 strokes, respectively (pooled HR = 0.77; 95 % CI = 0.54 to 1.09), and 354 and 395 major haemorrhages, respectively (HR = 0.75; 0.65 to 0.87). No meaningful heterogeneity was identified across subgroups, but numeric trends suggest more pronounced stroke prevention by dabigatran relative to warfarin among patients age 75+ (HR = 0.57; 0.33 to 0.97) or with < 6 months of use (HR = 0.51; 0.19 to 1.42). Major bleeds were reduced more by dabigatran among patients aged < 55 (HR = 0.51; 0.30 to 0.87) and with CHADS2 < 2 (HR = 0.58; 0.44 to 0.77). In conclusion, in routine care of patients with non-valvular atrial fibrillation, dabigatran treatment resulted in improved health outcomes compared with warfarin.
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Affiliation(s)
- John D Seeger
- John Seeger, PharmD, DrPH, Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, 1620 Tremont Street, Suite 3030, Boston, MA 02120, USA, Tel.: +1 617 278 0335, Fax: +1 617 232 8602, E-mail:
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48
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Polinski JM, Kim SC, Jiang D, Hassoun A, Shrank WH, Cos X, Rodríguez-Vigil E, Suzuki S, Matsuba I, Seeger JD, Eddings W, Brill G, Curtis BH. Geographic patterns in patient demographics and insulin use in 18 countries, a global perspective from the multinational observational study assessing insulin use: understanding the challenges associated with progression of therapy (MOSAIc). BMC Endocr Disord 2015; 15:46. [PMID: 26353820 PMCID: PMC4563845 DOI: 10.1186/s12902-015-0044-z] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/11/2015] [Accepted: 09/04/2015] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND Among patients with type 2 diabetes, insulin intensification to achieve glycemic targets occurs less often than clinically indicated. Barriers to intensification are not well understood. We present patients' baseline characteristics from MOSAIc, a study investigating patient-, physician-, and healthcare environment-based factors affecting insulin intensification and subsequent health outcomes. METHODS MOSAIc is a longitudinal, observational study following patients' diabetes care in 18 countries: United Arab Emirates (UAE), Argentina, Brazil, Canada, China, Germany, India, Israel, Italy, Japan, Mexico, Russia, Saudi Arabia, South Korea, Spain, Turkey, United Kingdom, United States. Eligible patients are age ≥ 18, have type 2 diabetes, and have used insulin for ≥ 3 months with/without other antidiabetic medications. Extensive baseline demographic, clinical, and psychosocial data are collected at baseline and regular intervals during the 24-month follow-up. We conducted descriptive analyses of baseline data. RESULTS Four thousand three hundred forty one patients met eligibility criteria. Patients received their type 2 diabetes diagnosis 12 ± 8 years prior to baseline visit, yet patients in developing countries were younger than in developed countries (e.g., UAE, 55 ± 10; Germany = 70 ± 10). Saudi Arabians had the highest HbA1c values (9.0 ± 2.2) and Germany (7.5 ± 1.4) among the lowest. Most patients in 5 (28%) of the 18 countries did not use an oral antidiabetic drug. Over half of patients in fourteen (78 %) countries exclusively used basal insulin; most Indian and Chinese patients exclusively used mixed insulin. CONCLUSIONS MOSAIc's baseline data highlight differences in patient characteristics across countries. These patterns, along with physician and healthcare environment differences, may contribute to the likelihood of insulin intensification and subsequent clinical outcomes.
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Affiliation(s)
- Jennifer M Polinski
- CVS Health, Woonsocket, RI, USA.
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital, and Harvard Medical School, 1620 Tremont St, Suite 3030, Boston, MA, 02120, USA.
- Harvard Medical School, Boston, MA, USA.
| | - Seoyoung C Kim
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital, and Harvard Medical School, 1620 Tremont St, Suite 3030, Boston, MA, 02120, USA.
- Harvard Medical School, Boston, MA, USA.
| | | | | | | | - Xavier Cos
- CAP Sant Marti de Provencals, Catalan Institute of Health, Barcelona, Spain.
| | | | | | | | - John D Seeger
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital, and Harvard Medical School, 1620 Tremont St, Suite 3030, Boston, MA, 02120, USA.
- Harvard Medical School, Boston, MA, USA.
- Harvard School of Public Health, Boston, MA, USA.
| | - Wesley Eddings
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital, and Harvard Medical School, 1620 Tremont St, Suite 3030, Boston, MA, 02120, USA.
- Harvard Medical School, Boston, MA, USA.
| | - Gregory Brill
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital, and Harvard Medical School, 1620 Tremont St, Suite 3030, Boston, MA, 02120, USA.
- Harvard Medical School, Boston, MA, USA.
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Schoenfeld SR, Lu L, Rai SK, Seeger JD, Zhang Y, Choi HK. Statin use and mortality in rheumatoid arthritis: a general population-based cohort study. Ann Rheum Dis 2015; 75:1315-20. [PMID: 26245753 DOI: 10.1136/annrheumdis-2015-207714] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2015] [Accepted: 07/20/2015] [Indexed: 01/05/2023]
Abstract
BACKGROUND Dual lipid-lowering and anti-inflammatory properties of statins may lead to survival benefits in patients with rheumatoid arthritis (RA). However, data on this topic are limited, and the role of statins in RA remains unclear. OBJECTIVES To examine the association of statin use with overall mortality among patients with RA in a general population context. METHODS We conducted an incident user cohort study with time-stratified propensity score matching using a UK general population database. The study population included individuals aged ≥20 years who had a diagnosis of RA and had used at least one disease-modifying antirheumatic drug (DMARD) between January 2000 and December 2012. To closely account for potential confounders, we compared propensity score matched cohorts of statin initiators and comparators (non-initiators) within 1-year cohort accrual blocks. RESULTS 432 deaths occurred during follow-up (mean 4.51 years) of the 2943 statin initiators for an incidence rate of 32.6/1000 person-years (PY), while the 513 deaths among 2943 matched comparators resulted in an incidence rate of 40.6/1000 PY. Baseline characteristics were well-balanced across the two groups. Statin initiation was associated with a 21% lower risk of all-cause mortality (HR=0.79, 95% CI 0.68 to 0.91). When we defined RA by its diagnosis code alone (not requiring DMARD use), the corresponding HR was 0.81 (95% CI 0.74 to 0.90). CONCLUSIONS Statin initiation is associated with a lower risk of mortality among patients with RA. The magnitude of association is similar to that seen in previous randomised trials among the general population.
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Affiliation(s)
- Sara R Schoenfeld
- Division of Rheumatology, Allergy and Immunology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Leo Lu
- Division of Rheumatology, Allergy and Immunology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA Clinical Epidemiology Unit, Boston University School of Medicine, Boston, Massachusetts, USA
| | - Sharan K Rai
- Arthritis Research Centre of Canada, University of British Columbia, Vancouver, British Columbia, Canada
| | - John D Seeger
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusettes, USA
| | - Yuqing Zhang
- Clinical Epidemiology Unit, Boston University School of Medicine, Boston, Massachusetts, USA
| | - Hyon K Choi
- Division of Rheumatology, Allergy and Immunology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA Clinical Epidemiology Unit, Boston University School of Medicine, Boston, Massachusetts, USA
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50
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Gagne JJ, Polinski JM, Rassen JA, Fischer MA, Seeger JD, Franklin JM, Liu J, Schneeweiss S, Choudhry NK. Selective Serotonin Reuptake Inhibitor Use and Perioperative Bleeding and Mortality in Patients Undergoing Coronary Artery Bypass Grafting: A Cohort Study. Drug Saf 2015; 38:1075-82. [DOI: 10.1007/s40264-015-0328-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
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