Background and objective: Vildagliptin sustained release (XR), a formulation that provides vildagliptin 100 mg with a once-daily dose administration, is a recent introduction to manage type 2 diabetes mellitus in India. This study aimed to evaluate the effectiveness and tolerability of vildagliptin XR in patients with type 2 diabetes in real-world clinical settings.
Methods: This was an observational, prospective, multicenter, cohort study conducted in India, which included patients with type 2 diabetes uncontrolled on metformin XR monotherapy with glycated hemoglobin (HbA1c) > 7.00%. Vildagliptin XR was added to their ongoing treatment. The primary endpoint was a change in HbA1c from baseline to 3 months. Secondary endpoints were changes in fasting plasma glucose, postprandial plasma glucose, percentage of patients achieving HbA1c < 7.00% at 3 months, and assessment of efficacy, tolerability, and safety.
Results: A total of 1691 patients from 118 centers were enrolled in this study, having a mean (standard deviation) age of 53.10 (11) years and a mean (standard deviation) HbA1c of 8.44 (1.35) %. At the end of the study, vildagliptin XR significantly reduced the mean HbA1c by 1.02% points (95% confidence interval 0.93-1.12; p < 0.001) from baseline. The mean fasting plasma glucose and postprandial plasma glucose levels were significantly reduced by 28.44 mg/dL (95% confidence interval 26.64-30.25; p < 0.001) and 48.45 mg/dL (95% confidence interval 45.91-50.99; p < 0.001), respectively, with vildagliptin XR, at the end of study. During the study duration, 34.7% of patients achieved their glycemic target (HbA1c < 7.0%) and there were three reported adverse events (all mild in severity).
Conclusions: Results demonstrated that vildagliptin XR (100 mg once daily) significantly improved HbA1c and other glycemic parameters in Indian patients with type 2 diabetes and was well tolerated.
Clinical trial registration: The study was registered under the Clinical Trials Registry India (CTRI/2022/01/039112).
{"title":"Effectiveness and Safety of Vildagliptin Sustained Release in the Management of Type 2 Diabetes Mellitus: Real-World Evidence in Indian Patients [NOVELTY Study].","authors":"Rakesh Sahay, Anil Bhansali, Surendra Kumar Sharma, Rahul Iyer, Amarnath Sugumaran, Senthilnathan Mohanasundaram, Jaideep Gogtay","doi":"10.1007/s40801-024-00473-8","DOIUrl":"10.1007/s40801-024-00473-8","url":null,"abstract":"<p><strong>Background and objective: </strong>Vildagliptin sustained release (XR), a formulation that provides vildagliptin 100 mg with a once-daily dose administration, is a recent introduction to manage type 2 diabetes mellitus in India. This study aimed to evaluate the effectiveness and tolerability of vildagliptin XR in patients with type 2 diabetes in real-world clinical settings.</p><p><strong>Methods: </strong>This was an observational, prospective, multicenter, cohort study conducted in India, which included patients with type 2 diabetes uncontrolled on metformin XR monotherapy with glycated hemoglobin (HbA1c) > 7.00%. Vildagliptin XR was added to their ongoing treatment. The primary endpoint was a change in HbA1c from baseline to 3 months. Secondary endpoints were changes in fasting plasma glucose, postprandial plasma glucose, percentage of patients achieving HbA1c < 7.00% at 3 months, and assessment of efficacy, tolerability, and safety.</p><p><strong>Results: </strong>A total of 1691 patients from 118 centers were enrolled in this study, having a mean (standard deviation) age of 53.10 (11) years and a mean (standard deviation) HbA1c of 8.44 (1.35) %. At the end of the study, vildagliptin XR significantly reduced the mean HbA1c by 1.02% points (95% confidence interval 0.93-1.12; p < 0.001) from baseline. The mean fasting plasma glucose and postprandial plasma glucose levels were significantly reduced by 28.44 mg/dL (95% confidence interval 26.64-30.25; p < 0.001) and 48.45 mg/dL (95% confidence interval 45.91-50.99; p < 0.001), respectively, with vildagliptin XR, at the end of study. During the study duration, 34.7% of patients achieved their glycemic target (HbA1c < 7.0%) and there were three reported adverse events (all mild in severity).</p><p><strong>Conclusions: </strong>Results demonstrated that vildagliptin XR (100 mg once daily) significantly improved HbA1c and other glycemic parameters in Indian patients with type 2 diabetes and was well tolerated.</p><p><strong>Clinical trial registration: </strong>The study was registered under the Clinical Trials Registry India (CTRI/2022/01/039112).</p>","PeriodicalId":11282,"journal":{"name":"Drugs - Real World Outcomes","volume":" ","pages":"83-91"},"PeriodicalIF":1.9,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11829883/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143001926","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-03-01Epub Date: 2025-01-03DOI: 10.1007/s40801-024-00462-x
Areesha Mansoor, Maryam Shahzad, Eeshal Zulfiqar, Muneeba Ahsan, Rimsha Adnan, Sean Kaisser Shaeen, Umm E Salma Shabbar Banatwala, Abdullah Malikzai
Anti-seizure medications (ASMs) are specific types of anticonvulsants used to treat epileptic seizures. However, several studies have shown an association between ASMs and an increased risk of hematological disorders, such as thrombocytopenia, aplastic anemia, and platelet function disorders leading to prolonged bleeding times. This review explores the existing literature on this topic, investigating a wide variety of ASMs, ranging from first-generation medications to newer ones. A comprehensive search was conducted on all the currently approved ASMs using PubMed and Google Scholar: review articles, clinical trials, meta-analysis, observational studies, case reports, and relevant animal studies were identified. We extracted 15 ASMs including valproic acid (VPA), carbamazepine, phenytoin, phenobarbital, diazepam, clonazepam, lamotrigine, levetiracetam, oxcarbazepine, felbamate, topiramate, pregabalin, lacosamide, cannabidiol (CBD), and perampanel that contain considerable literature regarding different coagulopathies. An in-depth review of over 140 studies revealed a robust association between ASM-induced changes and the onset of bleeding disorders via several different mechanisms. Polytherapy, the use of multiple ASMs, also emerged as a significant risk factor for the development of coagulopathies. This review highlights the potential link between ASMs and bleeding disorders, emphasizing the importance of considering this risk during treatment planning. By understanding these associations, healthcare providers can optimize patient outcomes and minimize bleeding risks. Additionally, this review identifies the need for further research to bridge current knowledge gaps in clinical pharmacology related to ASMs and bleeding disorders.
{"title":"Investigating the Relationship Between Anti-seizure Medications and Bleeding Disorders: A Comprehensive Review of the Current Literature.","authors":"Areesha Mansoor, Maryam Shahzad, Eeshal Zulfiqar, Muneeba Ahsan, Rimsha Adnan, Sean Kaisser Shaeen, Umm E Salma Shabbar Banatwala, Abdullah Malikzai","doi":"10.1007/s40801-024-00462-x","DOIUrl":"10.1007/s40801-024-00462-x","url":null,"abstract":"<p><p>Anti-seizure medications (ASMs) are specific types of anticonvulsants used to treat epileptic seizures. However, several studies have shown an association between ASMs and an increased risk of hematological disorders, such as thrombocytopenia, aplastic anemia, and platelet function disorders leading to prolonged bleeding times. This review explores the existing literature on this topic, investigating a wide variety of ASMs, ranging from first-generation medications to newer ones. A comprehensive search was conducted on all the currently approved ASMs using PubMed and Google Scholar: review articles, clinical trials, meta-analysis, observational studies, case reports, and relevant animal studies were identified. We extracted 15 ASMs including valproic acid (VPA), carbamazepine, phenytoin, phenobarbital, diazepam, clonazepam, lamotrigine, levetiracetam, oxcarbazepine, felbamate, topiramate, pregabalin, lacosamide, cannabidiol (CBD), and perampanel that contain considerable literature regarding different coagulopathies. An in-depth review of over 140 studies revealed a robust association between ASM-induced changes and the onset of bleeding disorders via several different mechanisms. Polytherapy, the use of multiple ASMs, also emerged as a significant risk factor for the development of coagulopathies. This review highlights the potential link between ASMs and bleeding disorders, emphasizing the importance of considering this risk during treatment planning. By understanding these associations, healthcare providers can optimize patient outcomes and minimize bleeding risks. Additionally, this review identifies the need for further research to bridge current knowledge gaps in clinical pharmacology related to ASMs and bleeding disorders.</p>","PeriodicalId":11282,"journal":{"name":"Drugs - Real World Outcomes","volume":" ","pages":"1-15"},"PeriodicalIF":1.9,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11829880/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142920313","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-03-01Epub Date: 2025-01-29DOI: 10.1007/s40801-024-00470-x
Nicole Princic, Kristin A Evans, Chintal H Shah, Krystal Sing, Salomé Juethner, Bob G Schultz
Background: Lanadelumab is the only long-term prophylaxis indicated for reduced administration frequency in patients with hereditary angioedema who have been well controlled for > 6 months. Understanding the characteristics of patients who reduce administration frequency will help identify populations where frequency modifications may be appropriate.
Objective: We aimed to describe characteristics of patients who did and did not reduce lanadelumab administration frequency to inform real-world dosing regimens, and characteristics indicative of sustained frequency reduction.
Methods: A retrospective observational study using healthcare insurance data in the USA from the Merative™ MarketScan® Commercial and Medicare Databases identified patients persistent on lanadelumab for ≥ 18 months. Reduced administration frequency was defined as a ≥ 25% decrease in lanadelumab costs during months 7-12 or 13-18 versus 0-6. Hereditary angioedema attack triggers/symptoms and hereditary angioedema-related healthcare encounters, treatment, and costs were assessed.
Results: Of 54 identified patients, 25 reduced administration frequency. Two patients returned to initial dosing frequency during months 13-18 after reducing during months 7-12. Patients who reduced administration frequency experienced fewer hereditary angioedema attack triggers/symptoms before lanadelumab initiation (baseline) and during months 0-6 than those who did not; they also had a lower mean number of hereditary angioedema-related inpatient admissions, emergency room visits, and outpatient visits during baseline, had fewer claims for acute treatment (60.0% vs 65.5%) and prior long-term prophylaxis (20.0% vs 27.6%), and had lower mean hereditary angioedema treatment costs at baseline ($139,520 vs $233,815) than those who did not.
Conclusions: This real-world analysis suggests that patients with less frequent hereditary angioedema-related healthcare encounters, lower disease activity, and lower costs within 6 months before lanadelumab initiation are more likely to achieve reduced dosing frequency.
{"title":"Characteristics of Patients with Hereditary Angioedema Who Reduced Lanadelumab Treatment Administration Frequency: A Retrospective Observational Study of US Claims Data.","authors":"Nicole Princic, Kristin A Evans, Chintal H Shah, Krystal Sing, Salomé Juethner, Bob G Schultz","doi":"10.1007/s40801-024-00470-x","DOIUrl":"10.1007/s40801-024-00470-x","url":null,"abstract":"<p><strong>Background: </strong>Lanadelumab is the only long-term prophylaxis indicated for reduced administration frequency in patients with hereditary angioedema who have been well controlled for > 6 months. Understanding the characteristics of patients who reduce administration frequency will help identify populations where frequency modifications may be appropriate.</p><p><strong>Objective: </strong>We aimed to describe characteristics of patients who did and did not reduce lanadelumab administration frequency to inform real-world dosing regimens, and characteristics indicative of sustained frequency reduction.</p><p><strong>Methods: </strong>A retrospective observational study using healthcare insurance data in the USA from the Merative™ MarketScan<sup>®</sup> Commercial and Medicare Databases identified patients persistent on lanadelumab for ≥ 18 months. Reduced administration frequency was defined as a ≥ 25% decrease in lanadelumab costs during months 7-12 or 13-18 versus 0-6. Hereditary angioedema attack triggers/symptoms and hereditary angioedema-related healthcare encounters, treatment, and costs were assessed.</p><p><strong>Results: </strong>Of 54 identified patients, 25 reduced administration frequency. Two patients returned to initial dosing frequency during months 13-18 after reducing during months 7-12. Patients who reduced administration frequency experienced fewer hereditary angioedema attack triggers/symptoms before lanadelumab initiation (baseline) and during months 0-6 than those who did not; they also had a lower mean number of hereditary angioedema-related inpatient admissions, emergency room visits, and outpatient visits during baseline, had fewer claims for acute treatment (60.0% vs 65.5%) and prior long-term prophylaxis (20.0% vs 27.6%), and had lower mean hereditary angioedema treatment costs at baseline ($139,520 vs $233,815) than those who did not.</p><p><strong>Conclusions: </strong>This real-world analysis suggests that patients with less frequent hereditary angioedema-related healthcare encounters, lower disease activity, and lower costs within 6 months before lanadelumab initiation are more likely to achieve reduced dosing frequency.</p>","PeriodicalId":11282,"journal":{"name":"Drugs - Real World Outcomes","volume":" ","pages":"17-24"},"PeriodicalIF":1.9,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11829876/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143058385","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-03-01Epub Date: 2024-12-23DOI: 10.1007/s40801-024-00474-7
Rosiane Mendes da Silva, Alessandra Lamas Granero Lucchetti, Maria Eduarda Corradi Ferreira, Leonardo Oliveira Silva, Oscarina da Silva Ezequiel, Eduardo Luiz Mendonça Martins, Giancarlo Lucchetti
Introduction: This study aimed to investigate the association between the 2023 Beers criteria for inappropriate prescribing and different health outcomes among community-dwelling older individuals after a 1-year follow-up period and to assess the use and factors associated with inappropriate prescribing.
Methods: This longitudinal population study spanning from 2017 to 2018 included 490 community-dwelling older adults (≥60 years old) receiving care from family medicine teams in the city of São João del-Rei, Brazil. The 2023 Beers criteria was used to identify potentially inappropriate medications (PIMs). Community health workers carried out interviews assessing different health outcomes, such as cognition, sleep, mental health, quality of life, successful aging, and life satisfaction. Generalized estimating equations were used to evaluate whether the presence of PIMs was longitudinally associated with diverse outcomes following the 1-year follow-up period.
Results: A total of 255 (52%) of the participants used at least one PIM. The most common PIMs were benzodiazepines (36.5-38.3%), followed by proton pump inhibitors (16.2-18.4%) and sulfonylureas (9.8-10.6%). Some sociodemographic factors (e.g., marital status and race) and clinical factors (e.g., difficulties in activities of daily living and the number of diseases) were associated with the presence and/or number of PIMs at baseline. In the longitudinal analysis, the presence of PIMs exhibited associations with a spectrum of outcomes observed after a 1-year follow-up period. These outcomes included diminished physical quality of life (B = -0.21; p = 0.030), disrupted sleep patterns (B = 1.14; p < 0.001), compromised mental health-depression (B = 1.04; p = 0.041), stress (B = 2.00; p = 0.001), and anxiety (B = 1.26; p = 0.004), successful aging (B = -1.92; p = 0.033), and satisfaction with life (B = -0.77; p = 0.013).
Conclusion: The use of at least one PIM, according to the 2023 Beers criteria, was high and associated with worse health outcomes. This underscores the imperative for healthcare professionals to exercise caution when prescribing medications to older patients.
前言:本研究旨在通过1年的随访,调查2023 Beers处方不当标准与社区居住老年人不同健康结局之间的关系,并评估处方不当的使用和相关因素。方法:这项从2017年到2018年的纵向人口研究纳入了巴西 o jo o del-Rei市490名社区居住的老年人(≥60岁),他们接受家庭医疗团队的护理。2023年Beers标准用于识别潜在的不适当药物(PIMs)。社区卫生工作者进行了访谈,评估不同的健康结果,如认知、睡眠、心理健康、生活质量、成功老龄化和生活满意度。使用广义估计方程来评估PIMs的存在是否与1年随访期间的各种结果纵向相关。结果:共有255名(52%)参与者至少使用了一种PIM。最常见的pim是苯二氮卓类药物(36.5-38.3%),其次是质子泵抑制剂(16.2-18.4%)和磺脲类药物(9.8-10.6%)。一些社会人口因素(如婚姻状况和种族)和临床因素(如日常生活活动困难和疾病数量)与基线时pim的存在和/或数量有关。在纵向分析中,PIMs的存在与1年随访期后观察到的一系列结果相关。这些结果包括身体生活质量下降(B = -0.21;p = 0.030),睡眠模式紊乱(B = 1.14;p结论:根据2023年比尔斯标准,至少使用一种PIM的比例较高,且与较差的健康结果相关。这强调了医疗保健专业人员在给老年患者开处方时必须谨慎行事。
{"title":"Association Between Inappropriate Prescribing According to the 2023 Beers Criteria and Different Health Outcomes: A 1-Year Longitudinal Study in Community-Dwelling Older Adults.","authors":"Rosiane Mendes da Silva, Alessandra Lamas Granero Lucchetti, Maria Eduarda Corradi Ferreira, Leonardo Oliveira Silva, Oscarina da Silva Ezequiel, Eduardo Luiz Mendonça Martins, Giancarlo Lucchetti","doi":"10.1007/s40801-024-00474-7","DOIUrl":"10.1007/s40801-024-00474-7","url":null,"abstract":"<p><strong>Introduction: </strong>This study aimed to investigate the association between the 2023 Beers criteria for inappropriate prescribing and different health outcomes among community-dwelling older individuals after a 1-year follow-up period and to assess the use and factors associated with inappropriate prescribing.</p><p><strong>Methods: </strong>This longitudinal population study spanning from 2017 to 2018 included 490 community-dwelling older adults (≥60 years old) receiving care from family medicine teams in the city of São João del-Rei, Brazil. The 2023 Beers criteria was used to identify potentially inappropriate medications (PIMs). Community health workers carried out interviews assessing different health outcomes, such as cognition, sleep, mental health, quality of life, successful aging, and life satisfaction. Generalized estimating equations were used to evaluate whether the presence of PIMs was longitudinally associated with diverse outcomes following the 1-year follow-up period.</p><p><strong>Results: </strong>A total of 255 (52%) of the participants used at least one PIM. The most common PIMs were benzodiazepines (36.5-38.3%), followed by proton pump inhibitors (16.2-18.4%) and sulfonylureas (9.8-10.6%). Some sociodemographic factors (e.g., marital status and race) and clinical factors (e.g., difficulties in activities of daily living and the number of diseases) were associated with the presence and/or number of PIMs at baseline. In the longitudinal analysis, the presence of PIMs exhibited associations with a spectrum of outcomes observed after a 1-year follow-up period. These outcomes included diminished physical quality of life (B = -0.21; p = 0.030), disrupted sleep patterns (B = 1.14; p < 0.001), compromised mental health-depression (B = 1.04; p = 0.041), stress (B = 2.00; p = 0.001), and anxiety (B = 1.26; p = 0.004), successful aging (B = -1.92; p = 0.033), and satisfaction with life (B = -0.77; p = 0.013).</p><p><strong>Conclusion: </strong>The use of at least one PIM, according to the 2023 Beers criteria, was high and associated with worse health outcomes. This underscores the imperative for healthcare professionals to exercise caution when prescribing medications to older patients.</p>","PeriodicalId":11282,"journal":{"name":"Drugs - Real World Outcomes","volume":" ","pages":"93-103"},"PeriodicalIF":1.9,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11829865/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142881598","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-03-01Epub Date: 2025-01-31DOI: 10.1007/s40801-025-00481-2
Akina Takami, Gen Terashima, Takumi Tajima, Koki Yamashita, Ataru Igarashi
Background: In October 2016, precautions of the package inserts for ethical drugs containing statins were revised for immune-mediated necrotizing myopathy (IMNM).
Objective: Our objective was to assess the trend in statin-associated IMNM reported before and after the release of the revised precautions in Japan.
Methods: We investigated the number of case reports and estimated annual incidence rate of statin-associated IMNM using the Japanese Adverse Drug Event Report and Japan Medical Data Center (JMDC) databases, respectively. To identify IMNM case reports, we used the preferred term "immune-mediated myositis" (MedDRA version 27.1).
Results: We identified 172 statin-associated IMNMs in 145 case reports of patients between 1 April 2004 and 31 March 2023. The most common suspected statin administered to the patients was rosuvastatin (34.3%), followed by pitavastatin (25.0%) and atorvastatin (22.1%). No statin-associated IMNM was reported in patients who were treated with combination agents containing statins. The number of reported statin-associated IMNMs increased from 3 in 2015 to a peak of 51 in 2019, after which it was 22 (2020), 17 (2021), and 21 (2022) in the following years. The estimated annual incidence rate did not differ with statins, it rarely exceeded 5 per 1,000,000 patients.
Conclusions: There was an increasing trend in the number of statin-associated IMNM after the revised precautions of package inserts for statins were released.
{"title":"Trends in Reports of Statin-Associated Immune-Mediated Necrotizing Myopathy Using the Japanese Adverse Drug Event Report Database.","authors":"Akina Takami, Gen Terashima, Takumi Tajima, Koki Yamashita, Ataru Igarashi","doi":"10.1007/s40801-025-00481-2","DOIUrl":"10.1007/s40801-025-00481-2","url":null,"abstract":"<p><strong>Background: </strong>In October 2016, precautions of the package inserts for ethical drugs containing statins were revised for immune-mediated necrotizing myopathy (IMNM).</p><p><strong>Objective: </strong>Our objective was to assess the trend in statin-associated IMNM reported before and after the release of the revised precautions in Japan.</p><p><strong>Methods: </strong>We investigated the number of case reports and estimated annual incidence rate of statin-associated IMNM using the Japanese Adverse Drug Event Report and Japan Medical Data Center (JMDC) databases, respectively. To identify IMNM case reports, we used the preferred term \"immune-mediated myositis\" (MedDRA version 27.1).</p><p><strong>Results: </strong>We identified 172 statin-associated IMNMs in 145 case reports of patients between 1 April 2004 and 31 March 2023. The most common suspected statin administered to the patients was rosuvastatin (34.3%), followed by pitavastatin (25.0%) and atorvastatin (22.1%). No statin-associated IMNM was reported in patients who were treated with combination agents containing statins. The number of reported statin-associated IMNMs increased from 3 in 2015 to a peak of 51 in 2019, after which it was 22 (2020), 17 (2021), and 21 (2022) in the following years. The estimated annual incidence rate did not differ with statins, it rarely exceeded 5 per 1,000,000 patients.</p><p><strong>Conclusions: </strong>There was an increasing trend in the number of statin-associated IMNM after the revised precautions of package inserts for statins were released.</p>","PeriodicalId":11282,"journal":{"name":"Drugs - Real World Outcomes","volume":" ","pages":"145-152"},"PeriodicalIF":1.9,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11829879/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143074332","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-03-01Epub Date: 2024-12-07DOI: 10.1007/s40801-024-00463-w
Francesco Saverio Mennini, Americo Cicchetti, Paolo Sciattella, Filippo Rumi, Matteo Zanuzzi, Angelica Carletto, Annalisa Sammarco, Federica Romano, Pierluigi Russo
Background: The increasing demand for orphan drugs and the financial challenges associated with their reimbursement highlights the need to understand the dynamics between expected and actual pharmaceutical expenditures, particularly in the context of pricing and reimbursement negotiations.
Objective: The study aims to identify the potential determinants of the difference in expected pharmaceutical spending after negotiation and the actual expenditure incurred (ΔS), as well as the difference in expected pharmaceutical spending before and after the price and reimbursement negotiation process (ΔSn) for rare disease drugs in Italy.
Methods: The analysis focused on orphan drugs authorised by European Medicines Agency, with reimbursement applications to the Italian Medicines Agency from January 2013 to January 2019. Expected post-negotiation spending was estimated by applying negotiated discounts and financial-based market entry agreements to the expected pharmaceutical expenditure. The actual expenditure was approximated through company turnovers. Beta regression models were applied to identify potential determinants of ΔS and ΔSn.
Results: The study analysed 52 reimbursed orphan drugs, with 41 (78.8%) with a single indication, 25 (48.1%) antineoplastics and immunomodulators and 18 (34.6%) conditionally/fully innovative. The median expenditure in the first 3 years post-commercialisation was 7.6% lower than expected post-negotiation. The reduction was less pronounced for innovative drugs (p = 0.011), drugs with a prices and reimbursement procedure in the subsequent 3 years (p = 0.007) and those with multiple indications (p = 0.021). Payment-by-result was the only significant variable associated with the expected spending ratio before and after negotiation (p = 0.002).
Conclusion: The actual expenditure for orphan drugs aligns with the expected post-negotiation. Yet, innovative orphan drugs exhibit a higher actual expenditure than estimated, suggesting the market values their added therapeutic value or the actual therapeutic need they meet, and configuring innovativeness status as the main determinant of the orphan drugs financial impact in the multiple regression analysis.
{"title":"Determinants of the Financial Impact of Orphan Drugs in Italy: Differences Between Expected and Observed Pharmaceutical Expenditure.","authors":"Francesco Saverio Mennini, Americo Cicchetti, Paolo Sciattella, Filippo Rumi, Matteo Zanuzzi, Angelica Carletto, Annalisa Sammarco, Federica Romano, Pierluigi Russo","doi":"10.1007/s40801-024-00463-w","DOIUrl":"10.1007/s40801-024-00463-w","url":null,"abstract":"<p><strong>Background: </strong>The increasing demand for orphan drugs and the financial challenges associated with their reimbursement highlights the need to understand the dynamics between expected and actual pharmaceutical expenditures, particularly in the context of pricing and reimbursement negotiations.</p><p><strong>Objective: </strong>The study aims to identify the potential determinants of the difference in expected pharmaceutical spending after negotiation and the actual expenditure incurred (ΔS), as well as the difference in expected pharmaceutical spending before and after the price and reimbursement negotiation process (ΔSn) for rare disease drugs in Italy.</p><p><strong>Methods: </strong>The analysis focused on orphan drugs authorised by European Medicines Agency, with reimbursement applications to the Italian Medicines Agency from January 2013 to January 2019. Expected post-negotiation spending was estimated by applying negotiated discounts and financial-based market entry agreements to the expected pharmaceutical expenditure. The actual expenditure was approximated through company turnovers. Beta regression models were applied to identify potential determinants of ΔS and ΔSn.</p><p><strong>Results: </strong>The study analysed 52 reimbursed orphan drugs, with 41 (78.8%) with a single indication, 25 (48.1%) antineoplastics and immunomodulators and 18 (34.6%) conditionally/fully innovative. The median expenditure in the first 3 years post-commercialisation was 7.6% lower than expected post-negotiation. The reduction was less pronounced for innovative drugs (p = 0.011), drugs with a prices and reimbursement procedure in the subsequent 3 years (p = 0.007) and those with multiple indications (p = 0.021). Payment-by-result was the only significant variable associated with the expected spending ratio before and after negotiation (p = 0.002).</p><p><strong>Conclusion: </strong>The actual expenditure for orphan drugs aligns with the expected post-negotiation. Yet, innovative orphan drugs exhibit a higher actual expenditure than estimated, suggesting the market values their added therapeutic value or the actual therapeutic need they meet, and configuring innovativeness status as the main determinant of the orphan drugs financial impact in the multiple regression analysis.</p>","PeriodicalId":11282,"journal":{"name":"Drugs - Real World Outcomes","volume":" ","pages":"25-33"},"PeriodicalIF":1.9,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11829855/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142791362","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-03-01Epub Date: 2024-12-11DOI: 10.1007/s40801-024-00469-4
Sini Kuitunen, Mari Saksa, Anna-Riia Holmström
Background: Paediatric patients are prone to medication errors, but an in-depth understanding of errors involving high-alert medications remains limited.
Objective: We aimed to investigate incident reports involving high-alert medications to describe medication errors, error chains and stages of the medication management and use process where the errors occur in paediatric hospitals.
Methods: A retrospective document analysis of self-reported medication safety incidents in a paediatric university hospital in 2018-20. The incident reports involving high-alert medications were investigated using an inductive qualitative content analysis and quantified (frequencies and percentages). A systems approach to medication risk management based on the Theory of Human Error was applied.
Results: Altogether, 560 medication errors were identified within the study sample (n = 426 incident reports). Most medication errors were associated with administration (43.1 %, n = 241/560) and prescribing (25.2 %, n = 141/560). Error chains involving two to four medication errors in one or more stages of the medication management and use process were present in 26.1% (n = 111/426) of reports, most of which originated from prescribing (62.2%; n = 69/111). The medication errors (n = 560) were classified into 14 main categories, the most common of which were wrong dose (13.9%; n = 78/560), omission of a drug (12.9%; n = 72/560) and documentation errors (10.0%; n = 56).
Conclusions: Paediatric medication error chains often start from prescribing and pass through the medication management and use process. Systemic defences are especially needed for manual tasks leading to wrong doses, drug omission and documentation errors. Intravenous medications and chemotherapeutic agents, optimising drug formularies and handling, and high-alert drug use at home require further actions in paediatric medication risk management.
{"title":"Medication Errors and Error Chains Involving High-Alert Medications in a Paediatric Hospital Setting: A Qualitative Analysis of Self-Reported Medication Safety Incidents.","authors":"Sini Kuitunen, Mari Saksa, Anna-Riia Holmström","doi":"10.1007/s40801-024-00469-4","DOIUrl":"10.1007/s40801-024-00469-4","url":null,"abstract":"<p><strong>Background: </strong>Paediatric patients are prone to medication errors, but an in-depth understanding of errors involving high-alert medications remains limited.</p><p><strong>Objective: </strong>We aimed to investigate incident reports involving high-alert medications to describe medication errors, error chains and stages of the medication management and use process where the errors occur in paediatric hospitals.</p><p><strong>Methods: </strong>A retrospective document analysis of self-reported medication safety incidents in a paediatric university hospital in 2018-20. The incident reports involving high-alert medications were investigated using an inductive qualitative content analysis and quantified (frequencies and percentages). A systems approach to medication risk management based on the Theory of Human Error was applied.</p><p><strong>Results: </strong>Altogether, 560 medication errors were identified within the study sample (n = 426 incident reports). Most medication errors were associated with administration (43.1 %, n = 241/560) and prescribing (25.2 %, n = 141/560). Error chains involving two to four medication errors in one or more stages of the medication management and use process were present in 26.1% (n = 111/426) of reports, most of which originated from prescribing (62.2%; n = 69/111). The medication errors (n = 560) were classified into 14 main categories, the most common of which were wrong dose (13.9%; n = 78/560), omission of a drug (12.9%; n = 72/560) and documentation errors (10.0%; n = 56).</p><p><strong>Conclusions: </strong>Paediatric medication error chains often start from prescribing and pass through the medication management and use process. Systemic defences are especially needed for manual tasks leading to wrong doses, drug omission and documentation errors. Intravenous medications and chemotherapeutic agents, optimising drug formularies and handling, and high-alert drug use at home require further actions in paediatric medication risk management.</p>","PeriodicalId":11282,"journal":{"name":"Drugs - Real World Outcomes","volume":" ","pages":"45-61"},"PeriodicalIF":1.9,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11829867/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142806011","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-03-01Epub Date: 2025-01-19DOI: 10.1007/s40801-024-00478-3
Manish K Jha, Maryia Zhdanava, Aditi Shah, Arthur Voegel, Anabelle Tardif-Samson, Dominic Pilon, Kruti Joshi
Introduction: Treatment-resistant depression (TRD) is related to disproportionate unemployment and productivity burden in the USA. The current study describes real-world mental health (MH)-related disability days and costs of patients with TRD initiated on esketamine nasal spray or conventional therapies in the USA.
Methods: Adults with TRD were selected from Merative™ MarketScan® Commercial database (from January 2016 to January 2023) and classified into four cohorts (esketamine, ECT [electroconvulsive therapy], TMS [transcranial magnetic stimulation], and SGA [second-generation antipsychotics] augmentation) based on therapy initiated (index date) on/after 5 March 2019 (esketamine approval date for TRD). Patients had ≥ 12 months of health plan eligibility pre-index date and disability information available pre- and post-index in the Merative™ MarketScan® Health and Productivity Management database (from January 2016 to December 2021). MH-related disability days (i.e., short- or long-term) and associated costs (US dollars [USD] 2022) were reported per-patient-per-month for the 6 months pre- and post-index.
Results: The study comprised four cohorts: esketamine (n = 107; mean age: 45.5 years, female: 54.2%), ECT (n = 55; mean age: 47.6 years, female: 41.8%), TMS (n = 443; mean age: 46.1 years, female: 57.3%), and SGA (n = 4374; mean age: 44.8 years, female: 59.1%). In month 6 pre-index, mean number of MH-related disability days was 1.7 in the esketamine cohort, 1.2 in the TMS cohort, 1.3 in the ECT cohort, and 0.8 in the SGA augmentation cohort; mean MH-related disability costs were US $443 in the esketamine cohort, US $339 in the TMS cohort, US $178 in the ECT cohort, and US $143 in the SGA augmentation cohort. In all cohorts, a peak in mean MH-related disability days and costs was observed 1 month after therapy initiation followed by a decreasing trend. In month 6 post-index versus month 6 pre-index, the mean number of MH-related disability days trended lower in the esketamine cohort (- 0.4 days), remained the same in the TMS cohort and largely the same in the SGA augmentation cohort (+ 0.1 days), and trended higher (+ 1.6 days) in the ECT cohort. In the same timeframe, MH-related disability costs trended lower in the esketamine and TMS cohorts, with observed reductions of US $312 and US $123, respectively. Costs remained largely the same in the SGA augmentation cohort (+ US $26), and trended higher (+ US $353) in the ECT cohort.
Conclusions: In this descriptive study, initiation of esketamine was associated with trends toward lower MH-related disability days and costs. Conventional therapies demonstrated varied patterns, with no consistent trend toward reductions in disability days across all therapies and no observed cost-savings trends for SGA augmentation and ECT. These trends suggest potential economic and societal gains of esketami
{"title":"Mental Health-Related Disability Days and Costs Among Patients with Treatment-Resistant Depression Initiated on Esketamine Nasal Spray and Conventional Therapies in the USA.","authors":"Manish K Jha, Maryia Zhdanava, Aditi Shah, Arthur Voegel, Anabelle Tardif-Samson, Dominic Pilon, Kruti Joshi","doi":"10.1007/s40801-024-00478-3","DOIUrl":"10.1007/s40801-024-00478-3","url":null,"abstract":"<p><strong>Introduction: </strong>Treatment-resistant depression (TRD) is related to disproportionate unemployment and productivity burden in the USA. The current study describes real-world mental health (MH)-related disability days and costs of patients with TRD initiated on esketamine nasal spray or conventional therapies in the USA.</p><p><strong>Methods: </strong>Adults with TRD were selected from Merative™ MarketScan<sup>®</sup> Commercial database (from January 2016 to January 2023) and classified into four cohorts (esketamine, ECT [electroconvulsive therapy], TMS [transcranial magnetic stimulation], and SGA [second-generation antipsychotics] augmentation) based on therapy initiated (index date) on/after 5 March 2019 (esketamine approval date for TRD). Patients had ≥ 12 months of health plan eligibility pre-index date and disability information available pre- and post-index in the Merative™ MarketScan<sup>®</sup> Health and Productivity Management database (from January 2016 to December 2021). MH-related disability days (i.e., short- or long-term) and associated costs (US dollars [USD] 2022) were reported per-patient-per-month for the 6 months pre- and post-index.</p><p><strong>Results: </strong>The study comprised four cohorts: esketamine (n = 107; mean age: 45.5 years, female: 54.2%), ECT (n = 55; mean age: 47.6 years, female: 41.8%), TMS (n = 443; mean age: 46.1 years, female: 57.3%), and SGA (n = 4374; mean age: 44.8 years, female: 59.1%). In month 6 pre-index, mean number of MH-related disability days was 1.7 in the esketamine cohort, 1.2 in the TMS cohort, 1.3 in the ECT cohort, and 0.8 in the SGA augmentation cohort; mean MH-related disability costs were US $443 in the esketamine cohort, US $339 in the TMS cohort, US $178 in the ECT cohort, and US $143 in the SGA augmentation cohort. In all cohorts, a peak in mean MH-related disability days and costs was observed 1 month after therapy initiation followed by a decreasing trend. In month 6 post-index versus month 6 pre-index, the mean number of MH-related disability days trended lower in the esketamine cohort (- 0.4 days), remained the same in the TMS cohort and largely the same in the SGA augmentation cohort (+ 0.1 days), and trended higher (+ 1.6 days) in the ECT cohort. In the same timeframe, MH-related disability costs trended lower in the esketamine and TMS cohorts, with observed reductions of US $312 and US $123, respectively. Costs remained largely the same in the SGA augmentation cohort (+ US $26), and trended higher (+ US $353) in the ECT cohort.</p><p><strong>Conclusions: </strong>In this descriptive study, initiation of esketamine was associated with trends toward lower MH-related disability days and costs. Conventional therapies demonstrated varied patterns, with no consistent trend toward reductions in disability days across all therapies and no observed cost-savings trends for SGA augmentation and ECT. These trends suggest potential economic and societal gains of esketami","PeriodicalId":11282,"journal":{"name":"Drugs - Real World Outcomes","volume":" ","pages":"35-43"},"PeriodicalIF":1.9,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11829853/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143001928","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Background: Kampo medicines are often used in Japan as therapy for the side effects induced by oral kinase inhibitors. However, the pharmacokinetic interactions between Kampo medicines and oral kinase inhibitors such as lenvatinib have not been studied.
Objective: We investigated the effects of Kampo medicines (rikkunshito, shakuyakukanzoto and goreisan) on the steady-state plasma trough concentration (C0) of lenvatinib in patients with thyroid cancer.
Methods: Thirty-nine patients receiving lenvatinib therapy at Ito Hospital between May 2015 and December 2019 were enrolled. The mean C0 of lenvatinib with Kampo medicine, at the same dose as before initiating Kampo medicines, was used.
Results: After the repeated administration of rikkunshito (n = 21), shakuyakukanzoto (n = 10) or goreisan (n = 8), the mean C0 of lenvatinib and the laboratory test values of patients did not change significantly. In contrast to rikkunshito, which alleviates emesis by enhancing gastric emptying, the C0 values of lenvatinib with a proton pump inhibitor (PPI) (n = 16) or histamine H2 receptor antagonist (H2RA) (n = 4) were significantly lower than the C0 values without a PPI or H2RA (P = 0.007). The mean (range) change rate of the C0 of lenvatinib with a PPI or H2RA versus without a PPI or H2RA was 88.6% (69.9-115%), and was significantly greater than the change rate for rikkunshito (P = 0.029). There was no significant difference between the C0 of lenvatinib with a prokinetic agent (n = 7) versus without a prokinetic agent (P = 0.365).
Conclusions: Although these Kampo medicines are reported to inhibit drug-metabolizing enzymes and drug transporters, the risk of drug interactions for patients receiving lenvatinib therapy is low. Patients should feel confident that they can receive Kampo medicines as supportive care for lenvatinib therapy without a risk of drug interactions that could affect treatment efficacy.
{"title":"Effects of the Japanese Kampo Medicines Rikkunshito, Shakuyakukanzoto and Goreisan on Lenvatinib Plasma Concentrations in Japanese Patients with Thyroid Cancer.","authors":"Kazuma Fujita, Akifumi Suzuki, Mitsuji Nagahama, Kiminori Sugino, Chie Masaki, Koichi Ito, Masatomo Miura","doi":"10.1007/s40801-024-00467-6","DOIUrl":"10.1007/s40801-024-00467-6","url":null,"abstract":"<p><strong>Background: </strong>Kampo medicines are often used in Japan as therapy for the side effects induced by oral kinase inhibitors. However, the pharmacokinetic interactions between Kampo medicines and oral kinase inhibitors such as lenvatinib have not been studied.</p><p><strong>Objective: </strong>We investigated the effects of Kampo medicines (rikkunshito, shakuyakukanzoto and goreisan) on the steady-state plasma trough concentration (C<sub>0</sub>) of lenvatinib in patients with thyroid cancer.</p><p><strong>Methods: </strong>Thirty-nine patients receiving lenvatinib therapy at Ito Hospital between May 2015 and December 2019 were enrolled. The mean C<sub>0</sub> of lenvatinib with Kampo medicine, at the same dose as before initiating Kampo medicines, was used.</p><p><strong>Results: </strong>After the repeated administration of rikkunshito (n = 21), shakuyakukanzoto (n = 10) or goreisan (n = 8), the mean C<sub>0</sub> of lenvatinib and the laboratory test values of patients did not change significantly. In contrast to rikkunshito, which alleviates emesis by enhancing gastric emptying, the C<sub>0</sub> values of lenvatinib with a proton pump inhibitor (PPI) (n = 16) or histamine H<sub>2</sub> receptor antagonist (H2RA) (n = 4) were significantly lower than the C<sub>0</sub> values without a PPI or H2RA (P = 0.007). The mean (range) change rate of the C<sub>0</sub> of lenvatinib with a PPI or H2RA versus without a PPI or H2RA was 88.6% (69.9-115%), and was significantly greater than the change rate for rikkunshito (P = 0.029). There was no significant difference between the C<sub>0</sub> of lenvatinib with a prokinetic agent (n = 7) versus without a prokinetic agent (P = 0.365).</p><p><strong>Conclusions: </strong>Although these Kampo medicines are reported to inhibit drug-metabolizing enzymes and drug transporters, the risk of drug interactions for patients receiving lenvatinib therapy is low. Patients should feel confident that they can receive Kampo medicines as supportive care for lenvatinib therapy without a risk of drug interactions that could affect treatment efficacy.</p>","PeriodicalId":11282,"journal":{"name":"Drugs - Real World Outcomes","volume":" ","pages":"153-160"},"PeriodicalIF":1.9,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11829860/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142767309","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-03-01Epub Date: 2024-12-21DOI: 10.1007/s40801-024-00472-9
Yun-Yi Pan, Sandeep Devabhakthuni, Catherine E Cooke, Julia F Slejko
Background and objective: Performing lipid testing after statin initiation is recommended to monitor response. Inadequate response may indicate non-adherence, which is associated with an increased risk of cardiovascular events and increased costs. Group-based trajectory modeling is an approach to establish probabilistic developmental trajectories of adherence, differentiating individuals by their distinct longitudinal medication-taking behaviors. We examined whether lipid testing is associated with distinct trajectories of statin adherence among individuals enrolled in a Medicare fee-for-service plan in the USA.
Methods: A retrospective cohort study was conducted using the Centers for Medicare & Medicaid Chronic Condition Warehouse 5% sample of Medicare fee-for-service data between 2006 and 2015. Statin use and lipid testing were identified using claims data. The proportion of days covered was calculated for each 30 days after the index date, which was used to estimate the probability of belonging to each potential adherence trajectory.
Results: In a cohort of 138,101 statin initiators, four statin adherence trajectory groups were identified. The four groups were differentiated as "rapid decline" (21.53%), "gradual decline" (10.25%), "decline first then improve later" (26.47%), and "high adherence" (41.75%). Compared with "high adherence," initiators who had lipid tests within 360 days after statin initiation were less likely to fall into "rapid decline" (adjusted odds ratio: 0.661; 95% confidence interval 0.641-0.683), "gradual decline" (adjusted odds ratio: 0.834; 95% confidence interval 0.801-0.868), and "decline first then improve later" groups (adjusted odds ratio: 0.936; 95% confidence interval 0.910-0.962).
Conclusions: Lipid testing is positively associated with greater use of statin medication across different adherence trajectories in the present study.
{"title":"Group-Based Trajectory Models to Evaluate the Association of Lipid Testing and Statin Adherence.","authors":"Yun-Yi Pan, Sandeep Devabhakthuni, Catherine E Cooke, Julia F Slejko","doi":"10.1007/s40801-024-00472-9","DOIUrl":"10.1007/s40801-024-00472-9","url":null,"abstract":"<p><strong>Background and objective: </strong>Performing lipid testing after statin initiation is recommended to monitor response. Inadequate response may indicate non-adherence, which is associated with an increased risk of cardiovascular events and increased costs. Group-based trajectory modeling is an approach to establish probabilistic developmental trajectories of adherence, differentiating individuals by their distinct longitudinal medication-taking behaviors. We examined whether lipid testing is associated with distinct trajectories of statin adherence among individuals enrolled in a Medicare fee-for-service plan in the USA.</p><p><strong>Methods: </strong>A retrospective cohort study was conducted using the Centers for Medicare & Medicaid Chronic Condition Warehouse 5% sample of Medicare fee-for-service data between 2006 and 2015. Statin use and lipid testing were identified using claims data. The proportion of days covered was calculated for each 30 days after the index date, which was used to estimate the probability of belonging to each potential adherence trajectory.</p><p><strong>Results: </strong>In a cohort of 138,101 statin initiators, four statin adherence trajectory groups were identified. The four groups were differentiated as \"rapid decline\" (21.53%), \"gradual decline\" (10.25%), \"decline first then improve later\" (26.47%), and \"high adherence\" (41.75%). Compared with \"high adherence,\" initiators who had lipid tests within 360 days after statin initiation were less likely to fall into \"rapid decline\" (adjusted odds ratio: 0.661; 95% confidence interval 0.641-0.683), \"gradual decline\" (adjusted odds ratio: 0.834; 95% confidence interval 0.801-0.868), and \"decline first then improve later\" groups (adjusted odds ratio: 0.936; 95% confidence interval 0.910-0.962).</p><p><strong>Conclusions: </strong>Lipid testing is positively associated with greater use of statin medication across different adherence trajectories in the present study.</p>","PeriodicalId":11282,"journal":{"name":"Drugs - Real World Outcomes","volume":" ","pages":"75-81"},"PeriodicalIF":1.9,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11829858/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142871664","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}