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Sobukawa Y, Hatta T, Funaki D, Nakatani E. Safety of Combined Statin and Fibrate Therapy: Risks of Liver Injury and Acute Kidney Injury in a Cohort Study from the Shizuoka Kokuho Database. Drugs Real World Outcomes 2024; 11:317-330. [PMID: 38727887 PMCID: PMC11176141 DOI: 10.1007/s40801-024-00426-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/22/2024] [Indexed: 06/15/2024] Open
Abstract
INTRODUCTION Statins and fibrates are important means of preventing cardiovascular diseases, particularly when administered in combination as part of various therapeutic strategies. In this study, we explored the risks associated with various combinations of these drugs. OBJECTIVE We aimed to evaluate the risk of 1-year hospitalization with acute kidney injury, liver injury, pancreatitis, or rhabdomyolysis related to the concurrent administration of statins and fibrates. METHODS We performed a retrospective cohort study using data from the Shizuoka Kokuho Database, focusing on patients prescribed statins, fibrates, or a combination. Four drug exposure patterns were evaluated: adding statins to fibrates (exposure 1), switching from fibrates to statins (exposure 2), adding fibrates to statins (exposure 3), and switching from statins to fibrates (exposure 4). Hospitalization for the specified conditions within 1 year was the outcome. Propensity score matching was used to create balanced cohorts for comparison. RESULTS We studied 269,226 statin users and 16,282 fibrate users. After propensity score matching, there were 498 participants in the group of exposure 1, matched with 2988 in the fibrate-only group; 1180 in the group of exposure 2, matched with 7080 in the fibrate-only group; 1183 in group of exposure 3, matched with 11,830 in the statin only group; and 1356 in group of exposure 4, matched with 13,560 in the statin only group. The 1-year hospitalization rate with liver injury was higher in the group of exposure 1 than in the fibrate-only group (1.2% vs 0.3%, p < 0.01), in the group of exposure 2 than in the fibrate-only group (0.9% vs 0.3%, p < 0.01), and in the group of exposure 4 than in the statin-only group (0.6% vs 0.2%, p = 0.02). There was also a higher risk of 1-year hospitalization with acute kidney injury in group of exposure 1 than in the fibrate-only group (1.3% vs 0.3%, p = 0.01) but not in evaluations of exposure 2, 3, and 4. However, there were no differences in the risks of 1-year hospitalization with pancreatitis or rhabdomyolysis among the matched groups. CONCLUSIONS We have demonstrated higher risks of 1-year hospitalization with liver injury or acute kidney injury associated with the use of combinations of statins and fibrates. This underscores the need for a cautious approach to the prescribing of such drug combinations and the importance of monitoring patients for potential adverse events.
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Affiliation(s)
- Yohei Sobukawa
- Graduate School of Public Health, Shizuoka Graduate University of Public Health, 4-27-2 Kitaando, Aoi-ku, Shizuoka, 420-0881, Japan
| | - Taichi Hatta
- Graduate School of Public Health, Shizuoka Graduate University of Public Health, 4-27-2 Kitaando, Aoi-ku, Shizuoka, 420-0881, Japan
| | - Daito Funaki
- Graduate School of Public Health, Shizuoka Graduate University of Public Health, 4-27-2 Kitaando, Aoi-ku, Shizuoka, 420-0881, Japan
| | - Eiji Nakatani
- Graduate School of Public Health, Shizuoka Graduate University of Public Health, 4-27-2 Kitaando, Aoi-ku, Shizuoka, 420-0881, Japan.
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Gingold-Belfer R, Issa N, Boltin D, Beloosesky Y, Koren-Morag N, Meyerovitch J, Sharon E, Peleg N, Schmilovitz-Weiss H. Gastric cancer risk in the elderly is associated with omeprazole use and inversely associated with aspirin use. Eur J Gastroenterol Hepatol 2023; 35:968-973. [PMID: 37505975 DOI: 10.1097/meg.0000000000002603] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 07/30/2023]
Abstract
BACKGROUND The association between long-term omeprazole use and gastric cancer (GC) risk is controversial. The aim of this study was to investigate the incidence of GC in elderly community-dwelling omeprazole chronic users with/without aspirin compared to non-users. METHODS The registry of a large health management organization was searched for all community-dwelling members aged ≥65 years from January 2002 to December 2016. Data on demographics, background parameters, and chronic omeprazole and aspirin use (>11 prescriptions/year) were retrieved. Those diagnosed with new-onset GC during the study period (from January 2003) were identified. RESULTS Of 51 405 subjects who met the inclusion criteria, 197 were diagnosed with GC during a mean follow-up period of 8.74 ± 4.16 years. This group accounted for 0.7% of PPI chronic users (72/11 008) and 0.3% (125/40 397) of nonusers (P < 0.001). GC risk was directly associated with omeprazole chronic use [hazard ratio (HR) 2.03, 95% confidence interval (CI): 1.51-2.73, P < 0.001] and inversely associated with aspirin chronic use (HR 0.55, 95% CI: 0.40-0.75, P < 0.001). Each year of omeprazole use increased GC risk by 9%, and each year of aspirin use decreased GC risk by 10% among omeprazole chronic users. The lowest rate of GC was found in omeprazole nonusers/ aspirin chronic users, and the highest, in omeprazole chronic users/aspirin nonusers. CONCLUSION Higher GC rate was associated with omeprazole chronic use and inversely associated with aspirin chronic use relative to omeprazole nonuse in community-dwelling elderly.
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Affiliation(s)
- Rachel Gingold-Belfer
- Gastroenterology Division, Rabin Medical Center - Beilinson Hospital, Petach Tikva
- Faculty of Medicine, Tel Aviv University, Tel Aviv
| | - Nidal Issa
- Faculty of Medicine, Tel Aviv University, Tel Aviv
- Department of Surgery B, Rabin Medical Center - Hasharon Hospital
| | - Doron Boltin
- Gastroenterology Division, Rabin Medical Center - Beilinson Hospital, Petach Tikva
- Faculty of Medicine, Tel Aviv University, Tel Aviv
| | - Yichayaou Beloosesky
- Faculty of Medicine, Tel Aviv University, Tel Aviv
- Department of Geriatrics, Rabin Medical Center - Beilinson Hospital, Petach Tikva
| | - Nira Koren-Morag
- Faculty of Medicine, Tel Aviv University, Tel Aviv
- Department of Epidemiology; School of Medicine, Tel Aviv University, Tel Aviv
| | - Joseph Meyerovitch
- Faculty of Medicine, Tel Aviv University, Tel Aviv
- Community Division, Clalit Health Services, Dan-Petach Tikva District, Ramat Gan
- Institute of Gastroenterology Liver disease and Nutrition, Shamir Medical Center, Be'er Yaakov
| | - Eran Sharon
- Faculty of Medicine, Tel Aviv University, Tel Aviv
- Breast Surgery Unit, Rabin Medical Center - Beilinson Hospital
| | - Noam Peleg
- Gastroenterology Division, Rabin Medical Center - Beilinson Hospital, Petach Tikva
- Faculty of Medicine, Tel Aviv University, Tel Aviv
| | - Hemda Schmilovitz-Weiss
- Faculty of Medicine, Tel Aviv University, Tel Aviv
- Gastroenterology Unit, Rabin Medical Center - Hasharon Hospital, Petach Tikva, Israel
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Abukhalil AD, Al Sheikh T, Muallem S, Al-Shami N, Naseef HA. Prevalence and Safety of Prescribing PPIs with Clopidogrel in Palestine. Patient Prefer Adherence 2023; 17:749-759. [PMID: 36970301 PMCID: PMC10038207 DOI: 10.2147/ppa.s404139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/15/2023] [Accepted: 03/15/2023] [Indexed: 03/26/2023] Open
Abstract
BACKGROUND Proton pump inhibitors (PPIs) are commonly prescribed medications that are thought to increase the risk of cardiovascular events because they reduce the effectiveness of clopidogrel via shared hepatic pathways. OBJECTIVE This study examined the prevalence of concomitant prescribing of clopidogrel/PPI among patients diagnosed with acute coronary syndrome and the adverse cardiovascular event associated with this interaction. METHODS A retrospective cohort study was conducted by retrieving patient data from the Nat Health Insurance claims processor database in Palestine. Adults diagnosed with Acute Coronary Syndrome (ACS) from 2019 through 2021 who were prescribed clopidogrel or clopidogrel in combination with a PPI were included in the study. Endpoints were adverse cardiac events, including readmission for revascularization during the first year of treatment. RESULTS The study included 443 patients; the prevalence of prescribing concomitant clopidogrel with a PPI was 74.7%, whereas 49.2% were prescribed interacting PPI (omeprazole, esomeprazole, and lansoprazole). 59 (13.3%) of participants experienced a cardiovascular event within 1 year of starting therapy, including 27 (12.4%) patients who had a cardiovascular event while taking an interacting PPI. No significant association was found between PPI administration and increased CV event risk in patients receiving concomitant clopidogrel and PPIs therapy (p = 0.579). CONCLUSION In this study, we observed a high prevalence of prescribing a PPI in combination with clopidogrel, regardless of the FDA recommendations. No significant increase in cardiovascular events was observed in patients receiving concomitant clopidogrel and PPI therapy.
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Affiliation(s)
- Abdallah Damin Abukhalil
- Pharmacy Department, Faculty of Pharmacy, Nursing and Health Professions, Birzeit University, Birzeit, West Bank, Palestine
- Correspondence: Abdallah Damin Abukhalil; Ni’meh Al-Shami, Pharmacy Department, Faculty of Pharmacy, Nursing and Health Professions, Birzeit University, Birzeit, West Bank, Palestine, Tel/Fax +970-2-2982017, Email ;
| | - Tala Al Sheikh
- Pharmacy Department, Faculty of Pharmacy, Nursing and Health Professions, Birzeit University, Birzeit, West Bank, Palestine
| | - Sandra Muallem
- Pharmacy Department, Faculty of Pharmacy, Nursing and Health Professions, Birzeit University, Birzeit, West Bank, Palestine
| | - Ni’meh Al-Shami
- Pharmacy Department, Faculty of Pharmacy, Nursing and Health Professions, Birzeit University, Birzeit, West Bank, Palestine
| | - Hani A Naseef
- Pharmacy Department, Faculty of Pharmacy, Nursing and Health Professions, Birzeit University, Birzeit, West Bank, Palestine
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Leonard CE, Brensinger CM, Bilker WB, Soprano SE, Dhopeshwarkar N, Hecht TEH, Kasner SE, Nutescu EA, Holbrook A, Carr M, Ashcroft DM, Chen C, Hennessy S. Thromboembolic Events in Users of Warfarin Treated with Different Skeletal Muscle Relaxants. MEDICINA (KAUNAS, LITHUANIA) 2022; 58:medicina58091171. [PMID: 36143848 PMCID: PMC9501796 DOI: 10.3390/medicina58091171] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Revised: 08/24/2022] [Accepted: 08/25/2022] [Indexed: 11/16/2022]
Abstract
Background and Objectives: Warfarin and a skeletal muscle relaxant are co-treatments in nearly a quarter-million annual United States (US) office visits. Despite international calls to minimize patient harm arising from anticoagulant drug interactions, scant data exist on clinical outcomes in real-world populations. We examined effects of concomitant use of warfarin and individual muscle relaxants on rates of hospitalization for thromboembolism among economically disadvantaged persons. Materials and Methods: Using 1999−2012 administrative data of four US state Medicaid programs, we conducted 16 retrospective self-controlled case series studies: half included concomitant users of warfarin + one of eight muscle relaxants; half included concomitant users of an inhaled corticosteroid (ICS) + one of eight muscle relaxants. The ICS analyses served as negative control comparisons. In each study, we calculated incidence rate ratios (IRRs) comparing thromboembolism rates in the co-exposed versus warfarin/ICS-only exposed person-time, adjusting for time-varying confounders. Results: Among ~70 million persons, we identified 8693 warfarin-treated subjects who concomitantly used a muscle relaxant, were hospitalized for thromboembolism, and met all other inclusion criteria. Time-varying confounder-adjusted IRRs ranged from 0.31 (95% confidence interval: 0.13−0.77) for metaxalone to 3.44 (95% confidence interval: 1.53−7.78) for tizanidine. The tizanidine finding was robust after quantitatively adjusting for negative control ICS findings, and in numerous prespecified secondary analyses. Conclusions: We identified a potential >3-fold increase in the rate of hospitalized thromboembolism in concomitant users of warfarin + tizanidine vs. warfarin alone. Alternative explanations for this finding include confounding by indication, a native effect of tizanidine, or chance.
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Affiliation(s)
- Charles E. Leonard
- Center for Real-World Effectiveness and Safety of Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
- Correspondence: ; Tel.: +1-215-573-2663; Fax: +1-215-573-5315
| | - Colleen M. Brensinger
- Center for Real-World Effectiveness and Safety of Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Warren B. Bilker
- Center for Real-World Effectiveness and Safety of Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
- Neuropsychiatry Section, Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Samantha E. Soprano
- Center for Real-World Effectiveness and Safety of Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Neil Dhopeshwarkar
- Center for Real-World Effectiveness and Safety of Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Todd E. H. Hecht
- Division of General Internal Medicine, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Scott E. Kasner
- Division of Vascular Neurology, Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Edith A. Nutescu
- Department of Pharmacy Practice and Center for Pharmacoepidemiology and Pharmacoeconomic Research, College of Pharmacy, University of Illinois at Chicago, Chicago, IL 60612, USA
| | - Anne Holbrook
- Division of Clinical Pharmacology and Toxicology, Department of Medicine, Faculty of Health Sciences, McMaster University, Hamilton, ON L8S 4L8, Canada
| | - Matthew Carr
- Center for Pharmacoepidemiology and Drug Safety, Division of Pharmacy & Optometry, School of Health Sciences, University of Manchester, Manchester M13, UK
| | - Darren M. Ashcroft
- Center for Pharmacoepidemiology and Drug Safety, Division of Pharmacy & Optometry, School of Health Sciences, University of Manchester, Manchester M13, UK
| | - Cheng Chen
- Center for Real-World Effectiveness and Safety of Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Sean Hennessy
- Center for Real-World Effectiveness and Safety of Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
- Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
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Ben Ghezala I, Luu M, Bardou M. An update on drug-drug interactions associated with proton pump inhibitors. Expert Opin Drug Metab Toxicol 2022; 18:337-346. [PMID: 35787720 DOI: 10.1080/17425255.2022.2098107] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
INTRODUCTION Proton pump inhibitors (PPIs) block the gastric H/K-ATPase, therefore inhibiting acid gastric secretion, leading to an increased pH (>4). They account for an extremely high number of prescriptions worldwide. Numerous drug-drug interactions have been described with PPIs, but all the described interactions do not have clinical significance. AREAS COVERED This review will discuss the latest updates on drug-drug interactions with PPIs, focusing on the last ten-year publications in the following areas: anti-infective agents, anticancer drugs, antiplatelet agents and anticoagulants, and antidiabetics. EXPERT OPINION Although pharmacokinetic interactions of PPIs have been described with many drugs, their clinical relevance remains controversial. However, given the extremely high number of people being treated with PPIs, clinicians should remain vigilant for interactions that may be clinically significant and require dose adjustment or therapeutic monitoring. Interestingly, not all PPIs have the same pharmacokinetic and pharmacodynamic profile, with some having a strong potential to inhibit CYP2C19, such as omeprazole, esomeprazole and lansoprazole, while others, pantoprazole, rabeprazole and dexlansoprazole, are weak CYP2C19 inhibitors. These may be preferred depending on co-prescribed treatments.In addition, new formulations have been developed to prevent some of the gastric pH-dependent drug interactions and should be evaluated in further large-scale prospective comparative studies.
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Affiliation(s)
- Inès Ben Ghezala
- INSERM, CIC1432, Plurithematic Unit, 21079 Dijon, France.,Centre d'Investigations Cliniques, Dijon Bourgogne University Hospital, 21079 Dijon, France.,Ophthalmology Department, Dijon Bourgogne University Hospital, 21079 Dijon, France
| | - Maxime Luu
- INSERM, CIC1432, Plurithematic Unit, 21079 Dijon, France.,Centre d'Investigations Cliniques, Dijon Bourgogne University Hospital, 21079 Dijon, France
| | - Marc Bardou
- INSERM, CIC1432, Plurithematic Unit, 21079 Dijon, France.,Centre d'Investigations Cliniques, Dijon Bourgogne University Hospital, 21079 Dijon, France.,Gastroenterology Department, Dijon Bourgogne University Hospital, 21079 Dijon, France
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Yang M, He Q, Gao F, Nirantharakumar K, Veenith T, Qin X, Page AT, Wong MCS, Huang J, Kuo ZC, Xia B, Zhang C, He Y, Meng W, Yuan J, Pan Y. Regular use of proton-pump inhibitors and risk of stroke: a population-based cohort study and meta-analysis of randomized-controlled trials. BMC Med 2021; 19:316. [PMID: 34856983 PMCID: PMC8641218 DOI: 10.1186/s12916-021-02180-5] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/28/2021] [Accepted: 11/08/2021] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Although randomized controlled trials (RCTs) have suggested a non-significant increased risk of stroke among proton pump inhibitor (PPI) users, the association has not been confirmed. We evaluated the association between regular use of PPIs and incident stroke and identified population groups at high net risk. METHODS This is a prospective analysis of 492,479 participants free of stroke from the UK biobank. Incident stroke was identified through linkage to hospital admission and death registries using the International Classification of Diseases (ICD)-10 codes (I60, I61, I63, and I64). We evaluated hazard ratios (HRs) adjusting for demographic factors, lifestyle habits, prevalent comorbidities, concomitant use of medications, and indications of PPIs. We assessed the risk differences (RDs) according to the baseline Framingham Stroke Risk Score. In the meta-analysis, we searched PubMed, EMBASE, and the Cochrane Central Register of Controlled Trials (from 1988 to 1 June 2020) for randomized trials comparing PPIs with other interventions, placebo, or no treatment on stroke risk. Results were combined using a fix-effect meta-analysis (Mantel-Haenszel method). RESULTS We documented 5182 incident strokes over 3,935,030 person-years of follow-up. Regular PPI users had a 16% higher risk of stroke than non-users (HR 1.16, 95% CI 1.06 to 1.27). The estimated effect was similar to our meta-analysis of nine RCTs (case/participants 371/26,642; RR 1.22, 95% CI 1.00 to 1.50; quality of evidence: moderate). The absolute effect of PPI use on stroke increased with the baseline Framingham Stroke Risk Score, with an RD of 1.34‰, 3.32‰, 4.83‰, and 6.28‰ over 5 years for the lowest, quartile 2, quartile 3, and the highest quartile, respectively. CONCLUSIONS Regular use of PPIs was associated with an increased risk of stroke, with a higher absolute risk observed in individuals with high baseline stroke risk. Physicians should therefore exercise caution when prescribing PPIs. An assessment of the underlying stoke risk is recommended for individualized use of PPIs.
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Affiliation(s)
- Man Yang
- The First Clinical Medical School of Lanzhou University, Lanzhou, Gansu, China
- Guangdong Provincial Key Laboratory of Gastroenterology, Center for Digestive Disease, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, 518107, Guangdong, China
- Department of General Surgery, The First Hospital of Lanzhou University, Lanzhou, Gansu, China
| | - Qiangsheng He
- Big Data Center, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, 518107, Guangdong, China
- Clinical Research Center, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, 518107, Guangdong, China
| | - Fang Gao
- Birmingham Acute Care Research Group, Institute of Inflammation and Ageing, University of Birmingham, Birmingham, UK
| | - Krish Nirantharakumar
- Institute of Applied Health Research, University of Birmingham, Edgbaston, B15 2TT, Birmingham, UK
| | - Tonny Veenith
- Birmingham Acute Care Research Group, Institute of Inflammation and Ageing, University of Birmingham, Birmingham, UK
| | - Xiwen Qin
- Centre for Medicine Use and Safety, Faculty of Pharmacy and Pharmaceutical Science, Monash University, Melbourne, Australia
- School of Population and Global Health, Faculty of Medicine, Density and Health Sciences, University of Western Australia, Perth, Australia
| | - Amy T Page
- Centre for Medicine Use and Safety, Faculty of Pharmacy and Pharmaceutical Science, Monash University, Melbourne, Australia
| | - Martin C S Wong
- Jockey Club School of Public Health and Primary Care, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Junjie Huang
- Jockey Club School of Public Health and Primary Care, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Zi Chong Kuo
- Guangdong Provincial Key Laboratory of Gastroenterology, Center for Digestive Disease, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, 518107, Guangdong, China
| | - Bin Xia
- Big Data Center, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, 518107, Guangdong, China
- Clinical Research Center, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, 518107, Guangdong, China
| | - Changhua Zhang
- Guangdong Provincial Key Laboratory of Gastroenterology, Center for Digestive Disease, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, 518107, Guangdong, China
- Clinical Research Center, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, 518107, Guangdong, China
| | - Yulong He
- Guangdong Provincial Key Laboratory of Gastroenterology, Center for Digestive Disease, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, 518107, Guangdong, China
- Big Data Center, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, 518107, Guangdong, China
| | - Wenbo Meng
- The First Clinical Medical School of Lanzhou University, Lanzhou, Gansu, China.
- Department of General Surgery, The First Hospital of Lanzhou University, Lanzhou, Gansu, China.
| | - Jinqiu Yuan
- Guangdong Provincial Key Laboratory of Gastroenterology, Center for Digestive Disease, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, 518107, Guangdong, China.
- Big Data Center, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, 518107, Guangdong, China.
- Clinical Research Center, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, 518107, Guangdong, China.
| | - Yihang Pan
- Big Data Center, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, 518107, Guangdong, China.
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Schmilovitz-Weiss H, Gingold-Belfer R, Peleg N, Grossman A, Issa N, Boltin D, Beloosesky Y, Koren-Morag N, Meyerovitch J, Shirin H, Weiss A. Use of proton pump inhibitors is associated with lower rates of first-time ischemic stroke in community-dwelling elderly. Br J Clin Pharmacol 2020; 87:1187-1193. [PMID: 32692459 DOI: 10.1111/bcp.14488] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2020] [Revised: 06/04/2020] [Accepted: 07/09/2020] [Indexed: 12/18/2022] Open
Abstract
AIM Data on cardiovascular outcomes in elderly using proton pump inhibitors (PPI) are scant. We aimed to test the association between PPI use and the occurrence of first-time ischemic stroke (FTIS) among elderly. METHODS The electronic database of a centrally located district branch of a large health maintenance organization in Israel was retrospectively screened (2002-2016) for community-dwelling individuals (≥65-95 years) for demographics and co-morbidities. Follow-up was until FTIS, death or end of study. Findings were analyzed by PPI use and occurrence of FTIS. RESULTS 29,639 subjects (without history of stroke and use of antiplatelet aggregation drugs) mean age of 82.2 ± 5.5 years (range: 65-95 years, 38% male) were analyzed: 8,600 (29%) used PPIs. Mean follow up was 10.58 years (SD ± 5.44). Similar total and annual occurrence rates of FTIS were depicted in PPI users and non-users (20.9% vs. 21% and 2% vs. 2.1%, respectively). On a Cox regression analysis, upon adjustment for age, gender and cardiovascular disease related risk factors, PPI use was significantly associated with lower rates of FTIS (HR 0.73, 95% C.I. 0.69-0.77, p < 0.001). The risk for FTIS was significantly lower in subjects using PPI at any dose and for any time period compared to non-users (HR 0.9, 95% C.I. 0.85-0.96 for 7-48 yearly prescriptions and HR 0.51, 95% C.I. 0.46-0.55 for ≥49 yearly prescriptions). CONCLUSIONS PPI use was associated with lower rates of FTIS in community-dwelling elders. Prospective large-scale studies are needed to fully elucidate the effect of PPI in this aging population.
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Affiliation(s)
- Hemda Schmilovitz-Weiss
- Division of Gastroenterology, Hasharon Hospital, Rabin Medical Center, Petach Tikva 4937211, Israel.,Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, 6997801, Israel
| | - Rachel Gingold-Belfer
- Division of Gastroenterology, Beilinson Hospital, Rabin Medical Center, Petach Tikva 4941492, Israel.,Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, 6997801, Israel
| | - Noam Peleg
- Division of Gastroenterology, Beilinson Hospital, Rabin Medical Center, Petach Tikva 4941492, Israel.,Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, 6997801, Israel
| | - Alon Grossman
- Department of Internal Medicine B, Beilinson Hospital, Rabin Medical Center, Petach Tikva 4941492, Israel.,Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, 6997801, Israel
| | - Nidal Issa
- Department of Surgery B, Hasharon Hospital, Rabin Medical Center, Petach Tikva 4937211, Israel.,Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, 6997801, Israel
| | - Doron Boltin
- Division of Gastroenterology, Beilinson Hospital, Rabin Medical Center, Petach Tikva 4941492, Israel.,Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, 6997801, Israel
| | - Yichayaou Beloosesky
- Department of Geriatrics, Beilinson Hospital, Rabin Medical Center, Petach Tikva 4941492, Israel.,Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, 6997801, Israel
| | - Nira Koren-Morag
- Department of Epidemiology, Beilinson Hospital, Rabin Medical Center, Petach Tikva 4941492, Israel.,Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, 6997801, Israel
| | - Joseph Meyerovitch
- Community Division, Clalit Health Services, Dan-Petach Tikva District, Petach Tikva, Israel
| | - Haim Shirin
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, 6997801, Israel.,Shamir Medical Center, Institute of Gastroenterology Liver disease and Nutrition, Be'er Yaakov, 7033001, Israel
| | - Avraham Weiss
- Department of Geriatrics, Beilinson Hospital, Rabin Medical Center, Petach Tikva 4941492, Israel.,Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, 6997801, Israel
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Armbrister A, Vidal A, James S, Nunez Chiang C, Steinberg JG, Perez A. Clopidogrel safety communication impact on histamine‐2 receptor antagonist and proton‐pump inhibitor use trends. JOURNAL OF PHARMACEUTICAL HEALTH SERVICES RESEARCH 2019. [DOI: 10.1111/jphs.12313] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Amie Armbrister
- Nova Southeastern University College of Pharmacy Ft. LauderdaleFLUSA
| | - Annette Vidal
- PGY-1 Pharmacy ResidentMiami Veterans Affairs Healthcare SystemMiami FLUSA
| | | | | | - Jennifer G. Steinberg
- Department of Pharmacy PracticeNova Southeastern University College of Pharmacy Ft. LauderdaleFLUSA
| | - Alexandra Perez
- Department of Sociobehavioral and Administrative Pharmacy Nova Southeastern University College of Pharmacy Ft. Lauderdale FL USA
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Abstract
BACKGROUND The case-crossover design may be useful for evaluating the clinical impact of drug-drug interactions in electronic healthcare data; however, experience with the design in this context is limited. METHODS Using US healthcare claims data (1994-2013), we evaluated two examples of interacting drugs with prior evidence of harm: (1) cytochrome P450 (CYP)3A4-metabolized statins + clarithromycin or erythromycin and rhabdomyolysis; and (2) clopidogrel + fluoxetine or fluvoxamine and ischemic events. We conducted case-crossover analyses with (1) a three-parameter model with a product term and a six-parameter saturated model that distinguished initiation order of the two drugs; and (2) with or without active comparators. RESULTS In the statin example, the three-parameter model produced estimates consistent with prior evidence with the active comparator (product term odds ratio [OR] = 2.05, 95% confidence interval [CI] = 1.00, 4.23) and without (OR = 1.99, 95% CI = 1.04, 3.81). In the clopidogrel example, this model produced results opposite of expectation (OR = 0.78, 95% = 0.68, 0.89), but closer to what was observed in prior studies when active comparator was used (OR = 1.03, 95% CI = 0.90, 1.19). The saturated model revealed heterogeneity of estimates across strata and considerable confounding; strata with concordant clopidogrel exposure likely produced the least biased estimates. CONCLUSION The three-parameter model assumes a common drug-drug interaction effect, whereas the saturated model is useful for identifying potential effect heterogeneity or differential confounding across strata. Restriction to certain strata or use of an active comparator may be necessary in the presence of within-person confounding.
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Alghamdi RA, Marzoughi S, Alghamdi MS, Alghamdi A, Almekhlafi M. Outcome of stroke patients on clopidogrel plus proton-pump inhibitors: a single-center cohort study. Ann Saudi Med 2019; 39:82-86. [PMID: 30955016 PMCID: PMC6464665 DOI: 10.5144/0256-4947.2019.82] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND Recent studies suggest a higher risk of adverse cardiovascular outcome and mortality in patients co-prescribed clopidogrel with proton pump inhibitors (PPI). OBJECTIVE Investigate the impact of concomitant prescription of clopidogrel and PPI on 30-day unplanned readmission and one-year all-cause mortality. DESIGN Retrospective longitudinal cohort study. SETTING Single academic tertiary center. PATIENTS AND METHODS The study included patients admitted with a diagnosis of ischemic or hemorrhagic stroke between 2010 and 2014. Demographic and outcome data were collected and compared for patients on clopidogrel plus PPI vs those on clopidogrel plus H2blockers and those not on clopidogrel. MAIN OUTCOME MEASURES One-year mortality and 30-day unplanned readmissions were compared among different patient groups using multivariable logistic regression modeling. SAMPLE SIZE 464 patients. RESULTS Out of 464 patients, 175 (37.7%) were discharged on clopidogrel. The concomitant prescription of clopidogrel and PPI was noted in 107 (24.4%) and clopidogrel and H2 blockers in 36 patients (7.8%). The one-year all-cause mortality in the entire cohort was 22.2%. Patients on clopidogrel plus PPI did not have a higher risk of one-year mortality compared to the non-PPI cohort (6.2% vs. 4.8%, p 0.7). There was a non-significant suggestion of lower one-year mortality in patients on clopidogrel plus PPI vs those not on clopidogrel (6.2% vs. 10.1%, p 0.23). In multivariable logistic regression, the use of clopidogrel plus PPI did not predict higher one-year mortality (odds ratio 0.6, P=0.6). The risk of unplanned 30-day readmission was lower in those with clop-idogrel plus PPI (odds ratio 0.6, P=.03). CONCLUSION The use of clopidogrel plus PPI resulted in lower readmission rates and was not associated with higher mortality compared with the non-PPI cohorts. LIMITATIONS Single center study, not generalizable. Given the retrospective nature of this study, we did not collect data on duration of treatments or patient compliance. CONFLICT OF INTEREST None.
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Affiliation(s)
- Rahaf A. Alghamdi
- From the Department of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Sina Marzoughi
- From the Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Muath S. Alghamdi
- From the Department of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Aisha Alghamdi
- From the Department of Internal Medicine, Division of Neurology, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Mohammed Almekhlafi
- From the Department of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia
- From the Department of Internal Medicine, Division of Neurology, King Abdulaziz University, Jeddah, Saudi Arabia
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11
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Przespolewski ER, Westphal ES, Rainka M, Smith NM, Bates V, Gengo FM. Evaluating the Effect of Six Proton Pump Inhibitors on the Antiplatelet Effects of Clopidogrel. J Stroke Cerebrovasc Dis 2018; 27:1582-1589. [DOI: 10.1016/j.jstrokecerebrovasdis.2018.01.011] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2017] [Revised: 12/19/2017] [Accepted: 01/11/2018] [Indexed: 12/20/2022] Open
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12
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Nguyen LH, Lochhead P, Joshi AD, Cao Y, Ma W, Khalili H, Rimm EB, Rexrode KM, Chan AT. No Significant Association Between Proton Pump Inhibitor Use and Risk of Stroke After Adjustment for Lifestyle Factors and Indication. Gastroenterology 2018; 154:1290-1297.e1. [PMID: 29269313 PMCID: PMC5880683 DOI: 10.1053/j.gastro.2017.12.006] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/10/2017] [Revised: 12/10/2017] [Accepted: 12/11/2017] [Indexed: 01/30/2023]
Abstract
BACKGROUND & AIMS Proton pump inhibitors (PPI) are among the top 10 most prescribed medications worldwide. We investigated the association between PPI use and ischemic stroke. METHODS We collected data on 68,514 women (mean age, 65 ± 7 years) enrolled in the Nurses' Health Study since 2000 and 28,989 men (mean age, 69 ± 8 years) in the Health Professionals Follow-up Study since 2004, without a history of stroke. We used Cox proportional hazards models to examine the association between risk of incident stroke and PPI use among participants. The primary end point was first incident stroke. RESULTS In the 2 cohorts, we documented 2599 incident strokes (2037 in women and 562 in men) over a 12-year period, encompassing 949,330 person-years. After adjustment for established risk factors for stroke, PPI use was associated with a significant increase in risk of ischemic stroke (hazard ratio, 1.18; 95% confidence interval, 1.02-1.37). The association was reduced after we adjusted for potential indications for PPI use, including history of peptic ulcer disease, gastroesophageal reflux disease, or gastrointestinal bleeding, and prior use of histamine-2 receptor antagonist therapy (hazard ratio, 1.08; 95% confidence interval, 0.91-1.27). Regular PPI use was not associated with increased risk of stroke overall or hemorrhagic stroke. CONCLUSIONS In an analysis of data from the Nurses' Health Study and the Health Professionals Follow-up Study, we did not find a significant association between PPI use and ischemic stroke, after accounting for indications for PPI use. Prior reports of an increased risk of stroke may be due to residual confounding related to chronic conditions associated with PPI use.
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Affiliation(s)
- Long H. Nguyen
- Gastrointestinal Unit, Massachusetts General Hospital, Boston, Massachusetts, USA,Clinical and Translational Epidemiology Unit, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts, USA
| | - Paul Lochhead
- Gastrointestinal Unit, Massachusetts General Hospital, Boston, Massachusetts, USA,Clinical and Translational Epidemiology Unit, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts, USA
| | - Amit D. Joshi
- Gastrointestinal Unit, Massachusetts General Hospital, Boston, Massachusetts, USA,Clinical and Translational Epidemiology Unit, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts, USA
| | - Yin Cao
- Gastrointestinal Unit, Massachusetts General Hospital, Boston, Massachusetts, USA,Clinical and Translational Epidemiology Unit, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts, USA,Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Wenjie Ma
- Gastrointestinal Unit, Massachusetts General Hospital, Boston, Massachusetts, USA,Clinical and Translational Epidemiology Unit, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts, USA
| | - Hamed Khalili
- Gastrointestinal Unit, Massachusetts General Hospital, Boston, Massachusetts, USA,Clinical and Translational Epidemiology Unit, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts, USA
| | - Eric B. Rimm
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA,Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA,Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Kathryn M. Rexrode
- Division of Preventive Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA
| | - Andrew T. Chan
- Gastrointestinal Unit, Massachusetts General Hospital, Boston, Massachusetts, USA,Clinical and Translational Epidemiology Unit, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts, USA,Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA,Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, Massachusetts, USA
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13
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Malhotra K, Katsanos AH, Bilal M, Ishfaq MF, Goyal N, Tsivgoulis G. Cerebrovascular Outcomes With Proton Pump Inhibitors and Thienopyridines: A Systematic Review and Meta-Analysis. Stroke 2018; 49:312-318. [PMID: 29339434 DOI: 10.1161/strokeaha.117.019166] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2017] [Revised: 10/27/2017] [Accepted: 11/21/2017] [Indexed: 02/06/2023]
Abstract
BACKGROUND AND PURPOSE Pharmacokinetic and prior studies on thienopyridine and proton pump inhibitors (PPI) coadministration provide conflicting data for cardiovascular outcomes, whereas there is no established evidence on the association of concomitant use of PPI and thienopyridines with adverse cerebrovascular outcomes. METHODS We conducted a systematic review and meta-analysis of randomized controlled trials and cohort studies from inception to July 2017, reporting following outcomes among patients treated with thienopyridine and PPI versus thienopyridine alone (1) ischemic stroke, (2) combined ischemic or hemorrhagic stroke, (3) composite outcome of stroke, myocardial infarction (MI), and cardiovascular death, (4) MI, (5) all-cause mortality, and (6) major or minor bleeding events. After the unadjusted analyses of risk ratios, we performed additional analyses of studies reporting hazard ratios adjusted for potential confounders. RESULTS We identified 22 studies (12 randomized controlled trials and 10 cohort studies) comprising 131 714 patients. Concomitant use of PPI with thienopyridines was associated with increased risk of ischemic stroke (risk ratio, 1.74; 95% confidence interval [CI], 1.41-2.16; P<0.001), composite stroke/MI/cardiovascular death (risk ratio, 1.14; 95% CI, 1.01-1.29; P=0.04), and MI (risk ratio, 1.19; 95% CI, 1.00-1.40; P=0.05). Likewise, in adjusted analyses concomitant use of PPI with thienopyridines was again associated with increased risk of stroke (hazard ratios adjusted, 1.30; 95% CI, 1.04-1.61; P=0.02), composite stroke/MI/cardiovascular death (hazard ratios adjusted, 1.23; 95% CI, 1.03-1.47; P=0.02), but not with MI (hazard ratios adjusted, 1.19; 95% CI, 0.93-1.52; P=0.16). CONCLUSIONS Co-prescription of PPI and thienopyridines increases the risk of incident ischemic strokes and composite stroke/MI/cardiovascular death. Our findings corroborate the current guidelines for PPI deprescription and pharmacovigilance, especially in patients treated with thienopyridines.
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Affiliation(s)
- Konark Malhotra
- From the Department of Neurology, West Virginia University-Charleston Division (K.M.); Second Department of Neurology, National and Kapodistrian University of Athens, "Attikon" University Hospital, Greece (A.H.K., G.T.); Department of Neurology, University of Ioannina School of Medicine, Greece (A.H.K.); Department of Gastroenterology & Hepatology, University of Texas Medical Branch, Galveston (M.B.); and Department of Neurology, University of Tennessee Health Science Center, Memphis (M.F.I., N.G., G.T.).
| | - Aristeidis H Katsanos
- From the Department of Neurology, West Virginia University-Charleston Division (K.M.); Second Department of Neurology, National and Kapodistrian University of Athens, "Attikon" University Hospital, Greece (A.H.K., G.T.); Department of Neurology, University of Ioannina School of Medicine, Greece (A.H.K.); Department of Gastroenterology & Hepatology, University of Texas Medical Branch, Galveston (M.B.); and Department of Neurology, University of Tennessee Health Science Center, Memphis (M.F.I., N.G., G.T.)
| | - Mohammad Bilal
- From the Department of Neurology, West Virginia University-Charleston Division (K.M.); Second Department of Neurology, National and Kapodistrian University of Athens, "Attikon" University Hospital, Greece (A.H.K., G.T.); Department of Neurology, University of Ioannina School of Medicine, Greece (A.H.K.); Department of Gastroenterology & Hepatology, University of Texas Medical Branch, Galveston (M.B.); and Department of Neurology, University of Tennessee Health Science Center, Memphis (M.F.I., N.G., G.T.)
| | - Muhammad Fawad Ishfaq
- From the Department of Neurology, West Virginia University-Charleston Division (K.M.); Second Department of Neurology, National and Kapodistrian University of Athens, "Attikon" University Hospital, Greece (A.H.K., G.T.); Department of Neurology, University of Ioannina School of Medicine, Greece (A.H.K.); Department of Gastroenterology & Hepatology, University of Texas Medical Branch, Galveston (M.B.); and Department of Neurology, University of Tennessee Health Science Center, Memphis (M.F.I., N.G., G.T.)
| | - Nitin Goyal
- From the Department of Neurology, West Virginia University-Charleston Division (K.M.); Second Department of Neurology, National and Kapodistrian University of Athens, "Attikon" University Hospital, Greece (A.H.K., G.T.); Department of Neurology, University of Ioannina School of Medicine, Greece (A.H.K.); Department of Gastroenterology & Hepatology, University of Texas Medical Branch, Galveston (M.B.); and Department of Neurology, University of Tennessee Health Science Center, Memphis (M.F.I., N.G., G.T.)
| | - Georgios Tsivgoulis
- From the Department of Neurology, West Virginia University-Charleston Division (K.M.); Second Department of Neurology, National and Kapodistrian University of Athens, "Attikon" University Hospital, Greece (A.H.K., G.T.); Department of Neurology, University of Ioannina School of Medicine, Greece (A.H.K.); Department of Gastroenterology & Hepatology, University of Texas Medical Branch, Galveston (M.B.); and Department of Neurology, University of Tennessee Health Science Center, Memphis (M.F.I., N.G., G.T.)
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14
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Leonard CE, Brensinger CM, Bilker WB, Kimmel SE, Whitaker HJ, Hennessy S. Thromboembolic and neurologic sequelae of discontinuation of an antihyperlipidemic drug during ongoing warfarin therapy. Sci Rep 2017; 7:18037. [PMID: 29269848 PMCID: PMC5740131 DOI: 10.1038/s41598-017-18318-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2017] [Accepted: 12/08/2017] [Indexed: 11/08/2022] Open
Abstract
Warfarin and antihyperlipidemics are commonly co-prescribed. Some antihyperlipidemics may inhibit warfarin deactivation via the hepatic cytochrome P450 system. Therefore, antihyperlipidemic discontinuation has been hypothesized to result in underanticoagulation, as warfarin metabolism is no longer inhibited. We quantified the risk of venous thromboembolism (VTE) and ischemic stroke (IS) due to statin and fibrate discontinuation in warfarin users, in which warfarin was initially dose-titrated during ongoing antihyperlipidemic therapy. Using 1999-2011 United States Medicaid claims among 69 million beneficiaries, we conducted a set of bidirectional self-controlled case series studies-one for each antihyperlipidemic. Outcomes were hospital admissions for VTE/IS. The risk segment was a maximum of 90 days immediately following antihyperlipidemic discontinuation, the exposure of interest. Time-varying confounders were included in conditional Poisson models. We identified 629 study eligible-persons with at least one outcome. Adjusted incidence rate ratios (IRRs) for all antihyperlipidemics studied were consistent with the null, and ranged from 0.21 (0.02, 2.82) for rosuvastatin to 2.16 (0.06, 75.0) for gemfibrozil. Despite using an underlying dataset of millions of persons, we had little precision in estimating IRRs for VTE/IS among warfarin-treated persons discontinuing individual antihyperlipidemics. Further research should investigate whether discontinuation of gemfibrozil in warfarin users results in serious underanticoagulation.
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Affiliation(s)
- Charles E Leonard
- Center for Clinical Epidemiology and Biostatistics, Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA.
- Center for Pharmacoepidemiology Research and Training, Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA.
- Center for Therapeutic Effectiveness Research, Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA.
| | - Colleen M Brensinger
- Center for Clinical Epidemiology and Biostatistics, Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Center for Pharmacoepidemiology Research and Training, Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Warren B Bilker
- Center for Clinical Epidemiology and Biostatistics, Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Center for Pharmacoepidemiology Research and Training, Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Department of Psychiatry, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Stephen E Kimmel
- Center for Clinical Epidemiology and Biostatistics, Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Center for Pharmacoepidemiology Research and Training, Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Center for Therapeutic Effectiveness Research, Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Division of Cardiovascular Medicine, Department of Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Heather J Whitaker
- School of Mathematics and Statistics, The Open University, Milton Keynes, England
| | - Sean Hennessy
- Center for Clinical Epidemiology and Biostatistics, Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Center for Pharmacoepidemiology Research and Training, Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Center for Therapeutic Effectiveness Research, Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
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15
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Wang YF, Chen YT, Luo JC, Chen TJ, Wu JC, Wang SJ. Proton-Pump Inhibitor Use and the Risk of First-Time Ischemic Stroke in the General Population: A Nationwide Population-Based Study. Am J Gastroenterol 2017; 112:1084-1093. [PMID: 28397874 DOI: 10.1038/ajg.2017.101] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/02/2016] [Revised: 02/01/2017] [Accepted: 03/07/2017] [Indexed: 12/11/2022]
Abstract
OBJECTIVES An increased risk of adverse cardiovascular events was reported for concomitant use of proton-pump inhibitors (PPIs) in patients taking antiplatelet agents. The present study aimed at determining whether PPI use alone could be associated with first-time ischemic stroke. METHODS This was a retrospective nationwide study using database from Taiwan National Health Insurance and involved subjects aged ≥20 years. In propensity score-matched analysis, patients with current PPI use were compared with propensity score-matched PPI non-use controls at a 1:1 ratio. Patients with prior stroke or hospitalization before the index date were excluded. The primary outcome measure was hospitalization with a primary diagnosis of ischemic stroke during 120-day follow-up. A parallel analysis adopting a nested case-control design was carried out. Patients hospitalized for a first-time ischemic stroke were identified and were compared with matched controls using conditional logistic regression analyses focusing on PPI use before the index date. RESULTS The propensity score-matched analysis included 198,148 PPI treatment courses and control periods without PPI use. PPI use was associated with a higher risk of hospitalization due to ischemic stroke with a hazard ratio of 1.36 (95% confidence interval (CI) 1.14-1.620, P=0.001). Based on subgroup analysis, patients aged <60 years were more susceptible (P=0.043 for interaction), whereas gender, history myocardial infarction, diabetes mellitus, hypertension, use of antiplatelet agents of non-steroidal anti-inflammatory drugs, or type of PPIs had no effect on the risk. In the nested case-control analysis, 15,378 patients hospitalized owing to ischemic stroke were identified and were compared with 15,378 matched controls. An association between PPI use and increased cerebrovascular risks was identified, and the adjusted odds ratios for PPI use were 1.77 (95% CI 1.45-2.18, P<0.001) within 30 days, 1.65 (95% CI 1.31-2.08, P<0.001) between 31 and 90 days, and 1.28 (95% CI 1.03-1.59, P=0.025) between 91 and 180 days before the onset of first-time ischemic stroke. CONCLUSIONS PPI use is associated with an increased risk of first-time ischemic stroke in the general population, and the risk is independent of antiplatelet agents. However, caution should be exercised when considering its clinical relevance as the magnitude of association was modest and a cause-and-effect relationship remained to be established.
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Affiliation(s)
- Yen-Feng Wang
- Faculty of Medicine, National Yang-Ming University School of Medicine, Taipei, Taiwan.,Department of Neurology, Neurological Institute, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Yung-Tai Chen
- Faculty of Medicine, National Yang-Ming University School of Medicine, Taipei, Taiwan.,Department of Medicine, Taipei City Hospital, Heping Fuyou Branch, Taipei, Taiwan
| | - Jiing-Chyuan Luo
- Faculty of Medicine, National Yang-Ming University School of Medicine, Taipei, Taiwan.,Division of Gastroenterology, Department of Internal Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Tzeng-Ji Chen
- Faculty of Medicine, National Yang-Ming University School of Medicine, Taipei, Taiwan
| | - Jaw-Ching Wu
- Faculty of Medicine, National Yang-Ming University School of Medicine, Taipei, Taiwan.,Division of Gastroenterology, Department of Internal Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Shuu-Jiun Wang
- Faculty of Medicine, National Yang-Ming University School of Medicine, Taipei, Taiwan.,Department of Neurology, Neurological Institute, Taipei Veterans General Hospital, Taipei, Taiwan
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16
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Yu LY, Sun LN, Zhang XH, Li YQ, Yu L, Yuan ZQY, Meng L, Zhang HW, Wang YQ. A Review of the Novel Application and Potential Adverse Effects of Proton Pump Inhibitors. Adv Ther 2017; 34:1070-1086. [PMID: 28429247 PMCID: PMC5427147 DOI: 10.1007/s12325-017-0532-9] [Citation(s) in RCA: 81] [Impact Index Per Article: 11.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2017] [Indexed: 02/07/2023]
Abstract
Proton pump inhibitors (PPIs) are known as a class of pharmaceutical agents that target H+/K+-ATPase, which is located in gastric parietal cells. PPIs are widely used in the treatment of gastric acid-related diseases including peptic ulcer disease, erosive esophagitis and gastroesophageal reflux disease, and so on. These drugs present an excellent safety profile and have become one of the most commonly prescribed drugs in primary and specialty care. Except for gastric acid-related diseases, PPIs can also be used in the treatment of Helicobacter pylori infection, viral infections, respiratory system diseases, cancer and so on. Although PPIs are mainly used short term in patients with peptic ulcer disease, nowadays these drugs are increasingly used long term, and frequently for a lifetime, for instance in patients with typical or atypical symptoms of gastroesophageal reflux disease and in NSAID or aspirin users at risk of gastrotoxicity and related complications including hemorrhage, perforation and gastric outlet obstruction. Long-term use of PPIs may lead to potential adverse effects, such as osteoporotic fracture, renal damage, infection (pneumonia and clostridium difficile infection), rhabdomyolysis, nutritional deficiencies (vitamin B12, magnesium and iron), anemia and thrombocytopenia. In this article, we will review some novel uses of PPIs in other fields and summarize the underlying adverse reactions.
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17
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Yi X, Zhou Q, Wang C, Lin J, Cheng W, Chi L. Concomitant Use of Proton Pump Inhibitors and Clopidogrel Is Not Associated with Adverse Outcomes after Ischemic Stroke in Chinese Population. J Stroke Cerebrovasc Dis 2016; 25:2859-2867. [DOI: 10.1016/j.jstrokecerebrovasdis.2016.08.001] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2016] [Revised: 07/27/2016] [Accepted: 08/01/2016] [Indexed: 12/11/2022] Open
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18
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Yi X, Han Z, Zhou Q, Cheng W, Lin J, Wang C. Concomitant Use of Proton-Pump Inhibitors and Clopidogrel Increases the Risk of Adverse Outcomes in Patients With Ischemic Stroke Carrying Reduced-Function CYP2C19*2. Clin Appl Thromb Hemost 2016; 24:55-62. [PMID: 27637911 DOI: 10.1177/1076029616669787] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
OBJECTIVE Conflicting data exist as to whether proton-pump inhibitors (PPIs) diminish the efficacy of clopidogrel. The aim of this study was to investigate the association between cytochrome P450 ( CYP) genetic variants and clinical adverse outcomes of concomitant use of PPIs and clopidogrel by patients. METHODS We consecutively enrolled 523 patients with ischemic stroke receiving clopidogrel. Platelet aggregation was measured before and after 7 to 10 days of clopidogrel treatment. Single-nucleotide polymorphisms of CYP3A4, CYP3A5, CYP2C19*2, and CYP2C19*3 were examined using mass spectrometry. The primary outcome was a composite of recurrent ischemic stroke (RIS), myocardial infarction (MI), and vascular death that occurred during the 1-year follow-up period. The safety outcome was hemorrhagic episodes that occurred during the 1-year follow-up period. RESULTS This study comprised a total of 523 patients with IS, 96.3% (155/161) patients treated with PPIs and 95.9% (347/362) in patients treated without PPIs completed 1-year follow-up. The primary outcome was observed in 69 (13.7%) patients (56 RIS, 7 MI, and 6 died). There was no significant difference in the frequencies of primary outcome and safety outcome between patients treated with or without PPIs. The frequency of primary outcome was significantly higher in patients carrying CYP2C19*2 AG/AA genotype receiving PPIs compared with the same genotype in those not receiving PPIs. The PPIs used in patients carrying CYP2C19*2 AG/AA was independently associated with the primary outcome after adjusting for other risk factors. CONCLUSIONS The concomitant use of PPIs and clopidogrel may be associated with an increased risk of RIS, MI, or vascular death in patients with IS carrying reduced-function CYP2C19*2.
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Affiliation(s)
- Xingyang Yi
- 1 Department of Neurology, People's Hospital of Deyang City, Deyang, Sichuan, China
| | - Zhao Han
- 2 Department of Neurology, Second Affiliated Hospital of Wenzhou Medical College, Wenzhou, Zhejiang, China
| | - Qiang Zhou
- 3 Department of Neurology, Third Affiliated Hospital of Wenzhou Medical College, Wenzhou, Zhejiang, China
| | - Wen Cheng
- 1 Department of Neurology, People's Hospital of Deyang City, Deyang, Sichuan, China
| | - Jing Lin
- 3 Department of Neurology, Third Affiliated Hospital of Wenzhou Medical College, Wenzhou, Zhejiang, China
| | - Chun Wang
- 1 Department of Neurology, People's Hospital of Deyang City, Deyang, Sichuan, China
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Niu Q, Wang Z, Zhang Y, Wang J, Zhang P, Wang C, Yin X, Hou Y. Combination Use of Clopidogrel and Proton Pump Inhibitors Increases Major Adverse Cardiovascular Events in Patients With Coronary Artery Disease: A Meta-Analysis. J Cardiovasc Pharmacol Ther 2016; 22:142-152. [PMID: 27512080 DOI: 10.1177/1074248416663647] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
BACKGROUND Published data indicated that combination use of clopidogrel and proton pump inhibitors (PPIs) may increase the incidence of major adverse cardiovascular events (MACEs). This has been a highly controversial topic for years. DESIGN The present study was performed to evaluate whether combination therapy of clopidogrel and PPIs is associated with increased risk of MACEs than with clopidogrel alone in patients with coronary artery disease. METHODS A systematic search of MEDLINE, EMBASE, and the Cochrane Library was conducted for studies recording the occurrence of MACEs in patients with exposure to concomitant use of clopidogrel and PPIs up to February 2015. Odds ratios (ORs) were combined using a random-effects model. RESULTS Patients receiving combination therapy with PPIs and clopidogrel were at significantly increased risk of MACEs (OR: 1.42; 95% confidence interval [CI]: 1.30-1.55). Adding a PPI to clopidogrel treatment was associated with a higher rate of MACE occurrence in rapid metabolizers (RMs, *1/*1) of CYP2C19 (OR: 1.42; 95% CI: 1.12-1.81), but there was no obviously increased rate (OR: 1.43; 95% CI: 0.89-2.28) in decreased metabolizers (with 1 or 2 loss-of-function allele). The increased risk of MACEs was similar in 4 classes of PPIs (omeprazole, lansoprazole, esomeprazole, and pantoprazole), but rabeprazole (OR: 1.03; 95% CI: 0.55-1.95) wasn't. CONCLUSION The combination use of clopidogrel and certain types of PPIs (omeprazole, lansoprazole, esomeprazole, pantoprazole) increases the risk of MACE in patients with coronary artery disease. Only in the RMs of CYP2C19, PPIs were associated with significantly increased MACE in patients coadministered with clopidogrel.
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Affiliation(s)
- Qiang Niu
- 1 Department of Cardiology, Qianfoshan Hospital of Shandong University, Jinan, Shandong, China.,2 Department of Clinical Medicine (Seven-Year), School of Pharmaceutical Sciences, Shandong University, Jinan, Shandong, China
| | - Zhongsu Wang
- 1 Department of Cardiology, Qianfoshan Hospital of Shandong University, Jinan, Shandong, China
| | - Yong Zhang
- 1 Department of Cardiology, Qianfoshan Hospital of Shandong University, Jinan, Shandong, China
| | - Jiangrong Wang
- 1 Department of Cardiology, Qianfoshan Hospital of Shandong University, Jinan, Shandong, China
| | - Pei Zhang
- 1 Department of Cardiology, Qianfoshan Hospital of Shandong University, Jinan, Shandong, China
| | - Cong Wang
- 1 Department of Cardiology, Qianfoshan Hospital of Shandong University, Jinan, Shandong, China
| | - Xiangcui Yin
- 1 Department of Cardiology, Qianfoshan Hospital of Shandong University, Jinan, Shandong, China
| | - Yinglong Hou
- 1 Department of Cardiology, Qianfoshan Hospital of Shandong University, Jinan, Shandong, China
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20
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Qato DM, Wilder J, Schumm LP, Gillet V, Alexander GC. Changes in Prescription and Over-the-Counter Medication and Dietary Supplement Use Among Older Adults in the United States, 2005 vs 2011. JAMA Intern Med 2016; 176:473-82. [PMID: 26998708 PMCID: PMC5024734 DOI: 10.1001/jamainternmed.2015.8581] [Citation(s) in RCA: 356] [Impact Index Per Article: 44.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
IMPORTANCE Prescription and over-the-counter medicines and dietary supplements are commonly used, alone and together, among older adults. However, the effect of recent regulatory and market forces on these patterns is not known. OBJECTIVES To characterize changes in the prevalence of medication use, including concurrent use of prescription and over-the-counter medications and dietary supplements, and to quantify the frequency and types of potential major drug-drug interactions. DESIGN, SETTING, AND PARTICIPANTS Descriptive analyses of a longitudinal, nationally representative sample of community-dwelling older adults 62 to 85 years old. In-home interviews with direct medication inspection were conducted in 2005-2006 and again in 2010-2011. The dates of the analysis were March to November 2015. We defined medication use as the use of at least 1 prescription or over-the-counter medication or dietary supplement at least daily or weekly and defined concurrent use as the regular use of at least 2 medications. We used Micromedex to identify potential major drug-drug interactions. MAIN OUTCOMES AND MEASURES Population estimates of the prevalence of medication use (in aggregate and by therapeutic class), concurrent use, and major drug-drug interactions. RESULTS The study cohort comprised 2351 participants in 2005-2006 and 2206 in 2010-2011. Their mean age was 70.9 years in 2005-2006 and 71.4 years in 2010-2011. Fifty-three percent of participants were female in 2005-2006, and 51.6% were female in 2010-2011. The use of at least 1 prescription medication slightly increased from 84.1% in 2005-2006 to 87.7% in 2010-2011 (P = .003). Concurrent use of at least 5 prescription medications increased from 30.6% to 35.8% (P = .02). While the use of over-the-counter medications declined from 44.4% to 37.9%, the use of dietary supplements increased from 51.8% to 63.7% (P < .001 for both). There were clinically significant increases in the use of statins (33.8% to 46.2%), antiplatelets (32.8% to 43.0%), and omega-3 fish oils (4.7% to 18.6%) (P < .05 for all). In 2010-2011, approximately 15.1% of older adults were at risk for a potential major drug-drug interaction compared with an estimated 8.4% in 2005-2006 (P < .001). Most of these interacting regimens involved medications and dietary supplements increasingly used in 2010-2011. CONCLUSIONS AND RELEVANCE In this study, the use of prescription medications and dietary supplements, and concurrent use of interacting medications, has increased since 2005, with 15% of older adults potentially at risk for a major drug-drug interaction. Improving safety with the use of multiple medications has the potential to reduce preventable adverse drug events associated with medications commonly used among older adults.
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Affiliation(s)
- Dima M Qato
- Department of Pharmacy Systems, Outcomes, and Policy, College of Pharmacy, University of Illinois at Chicago2Division of Epidemiology and Biostatistics, University of Illinois at Chicago School of Public Health
| | - Jocelyn Wilder
- Department of Pharmacy Systems, Outcomes, and Policy, College of Pharmacy, University of Illinois at Chicago2Division of Epidemiology and Biostatistics, University of Illinois at Chicago School of Public Health
| | - L Philip Schumm
- Department of Public Health Sciences, University of Chicago, Chicago, Illinois
| | - Victoria Gillet
- currently a medical student at the School of Medicine, University of Chicago, Chicago, Illinois
| | - G Caleb Alexander
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland6Center for Drug Safety and Effectiveness, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
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21
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Hennessy S, Leonard CE, Gagne JJ, Flory JH, Han X, Brensinger CM, Bilker WB. Pharmacoepidemiologic Methods for Studying the Health Effects of Drug-Drug Interactions. Clin Pharmacol Ther 2015; 99:92-100. [PMID: 26479278 DOI: 10.1002/cpt.277] [Citation(s) in RCA: 63] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2015] [Revised: 10/01/2015] [Accepted: 10/14/2015] [Indexed: 12/13/2022]
Abstract
A drug-drug interaction (DDI) occurs when one or more drugs affect the pharmacokinetics (the body's effect on the drug) and/or pharmacodynamics (the drug's effect on the body) of one or more other drugs. Pharmacoepidemiologic studies are the principal way of studying the health effects of potential DDIs. This article discusses aspects of pharmacoepidemiologic research designs that are particularly salient to the design and interpretation of pharmacoepidemiologic studies of DDIs.
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Affiliation(s)
- S Hennessy
- Center for Pharmacoepidemiology Research and Training, Center for Clinical Epidemiology and Biostatistics, and Department of Biostatistics and Epidemiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - C E Leonard
- Center for Pharmacoepidemiology Research and Training, Center for Clinical Epidemiology and Biostatistics, and Department of Biostatistics and Epidemiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - J J Gagne
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - J H Flory
- Center for Pharmacoepidemiology Research and Training, Center for Clinical Epidemiology and Biostatistics, and Department of Biostatistics and Epidemiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
- Division of Comparative Effectiveness and Outcomes Research, Department of Healthcare Research and Policy, Weill Cornell Medical College, New York, New York, USA
- Endocrinology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - X Han
- Center for Pharmacoepidemiology Research and Training, Center for Clinical Epidemiology and Biostatistics, and Department of Biostatistics and Epidemiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - C M Brensinger
- Center for Pharmacoepidemiology Research and Training, Center for Clinical Epidemiology and Biostatistics, and Department of Biostatistics and Epidemiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - W B Bilker
- Center for Pharmacoepidemiology Research and Training, Center for Clinical Epidemiology and Biostatistics, and Department of Biostatistics and Epidemiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
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