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Shen SP, Hou HA, Huang KC, Goh CH, Qiu H, Rothwell LA, Wu KW, Chandwani H, Liu Y, Tang CH. Healthcare resource utilisation and costs associated with AL amyloidosis: a retrospective matched cohort study. Sci Rep 2024; 14:16915. [PMID: 39043721 PMCID: PMC11266401 DOI: 10.1038/s41598-024-65654-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2023] [Accepted: 06/21/2024] [Indexed: 07/25/2024] Open
Abstract
We conducted a retrospective population-based, matched cohort study using the National Health Insurance Research Database to estimate healthcare resource utilisation (HRU) and costs in patients with newly diagnosed AL amyloidosis in Taiwan. Cases were matched 10:1 by age, sex, and area of residence to patients without AL amyloidosis (comparators) randomly selected from the database during the same time period. Annual all-cause HRU and costs for 3 years were quantified. AL amyloidosis-attributable costs were obtained by subtracting all-cause HRU costs incurred by comparators from cases. The mean age of all patients was 60.78 years and 59.07% were male. Co-morbidities were more frequent in cases than comparators. By 6 months after diagnosis, 12.1% of cases had died versus 0.9% of comparators. In the first year, cases had 103% more outpatient visits, 177% more emergency room visits, were hospitalised 4-times more frequently, and spent 5.5-times more days in hospital than comparators, and total healthcare costs were > sixfold higher. Costs incurred during the first year after diagnosis accounted for 55% of the 3-year cumulative cost. High HRU costs associated with delayed diagnosis and end-organ damage indicate a need for earlier diagnosis and more effective treatments for AL amyloidosis.
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Affiliation(s)
- Shih-Pei Shen
- School of Health Care Administration, College of Management, Taipei Medical University, 11F, Biomedical Technology Building, No.301, Yuantong Rd., Zhonghe Dist., New Taipei City, 235, Taiwan
| | - Hsin-An Hou
- Division of Hematology, Department of Internal Medicine, National Taiwan University Hospital, Zhongzheng District, Taipei City, 100, Taiwan
| | - Kuan-Chih Huang
- Global Epidemiology, Office of the Chief Medical Officer, Janssen Research & Development, LLC., Singapore, Singapore
- Global Epidemiology, Office of the Chief Medical Officer, Janssen Research & Development, LLC., Taipei, Taiwan
- Global Epidemiology, Office of the Chief Medical Officer, Janssen Research & Development, LLC., NJ, USA
| | - Choo Hua Goh
- Global Epidemiology, Office of the Chief Medical Officer, Janssen Research & Development, LLC., Singapore, Singapore
- Global Epidemiology, Office of the Chief Medical Officer, Janssen Research & Development, LLC., Taipei, Taiwan
- Global Epidemiology, Office of the Chief Medical Officer, Janssen Research & Development, LLC., NJ, USA
| | - Hong Qiu
- Global Epidemiology, Office of the Chief Medical Officer, Janssen Research & Development, LLC., Singapore, Singapore
- Global Epidemiology, Office of the Chief Medical Officer, Janssen Research & Development, LLC., Taipei, Taiwan
- Global Epidemiology, Office of the Chief Medical Officer, Janssen Research & Development, LLC., NJ, USA
| | - Lee Anne Rothwell
- Janssen Medical Affairs Asia Pacific, North Ryde, Australia
- Janssen Medical Affairs Asia Pacific, Singapore, Singapore
| | - Kwang-Wei Wu
- Janssen Medical Affairs Asia Pacific, North Ryde, Australia
- Janssen Medical Affairs Asia Pacific, Singapore, Singapore
| | | | - Yanfang Liu
- Global Real-World Evidence, GCDS, GCSO, Janssen Research & Development LLC, Raritan, USA
| | - Chao-Hsiun Tang
- School of Health Care Administration, College of Management, Taipei Medical University, 11F, Biomedical Technology Building, No.301, Yuantong Rd., Zhonghe Dist., New Taipei City, 235, Taiwan.
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Mutema M, Shenoy V, Sardar P, Parikh S, Chatterjee S. Systematic Review on Role of Drug Eluting Stent (DES) Versus Drug-Coated Balloon (DCB) in Small Vessel Coronary Artery Disease. Curr Cardiol Rep 2024; 26:681-688. [PMID: 38850397 DOI: 10.1007/s11886-024-02077-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/16/2024] [Indexed: 06/10/2024]
Abstract
PURPOSE OF REVIEW: This review aims to explain the current advancements in the treatment modalities for small vessel coronary artery disease (SVCAD) and de novo lesions post-percutaneous coronary intervention (PCI), focusing on drug-coated stents (DES) and drug-coated balloons (DCB). Its goal is to address the lack of standards in the management of these lesions and to assess the potential of DCB as a preferential treatment strategy over DES in the long term. RECENT FINDINGS: Technological advancements have improved drug-eluting stents (DES) and drug-coated balloons (DCB) which offer a more promising avenue for managing SVCAD. According to new data, DCBs, initially recognized for their efficacy in preventing restenosis within three to five years of stent placement, may offer superior outcomes compared to DES in certain clinical scenarios. This review shows that DCBs have a favorable therapeutic profile in the treatment of SVCAD, and they could be considered as an alternative to DES. Although the initial data is compelling, definitive conclusions cannot be met without further large-scale, long-term clinical trials. The implication of these findings suggests a shift in the future of SVCAD management and requires additional research to substantiate the long-term benefits of DCB use in SVCAD. Should ongoing and future studies corroborate the current evidence, DCB could emerge as the standard of care for SVCAD, significantly influencing clinical practices and future research.
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Affiliation(s)
| | | | - Partha Sardar
- Department of Medicine, Center for Interventional Vascular Therapy and Division of Cardiology, Columbia University Medical Center, New York, NY, USA
| | - Sahil Parikh
- Department of Medicine, Center for Interventional Vascular Therapy and Division of Cardiology, Columbia University Medical Center, New York, NY, USA
| | - Saurav Chatterjee
- Clinical Asst Professor of Medicine, Zucker School of Medicine, Hofstra University, Hempstead, NY, USA.
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Takura T, Komuro I, Ono M. Trends in the cost-effectiveness level of percutaneous coronary intervention: Macro socioeconomic analysis and health technology assessment. J Cardiol 2023; 81:356-363. [PMID: 36182005 DOI: 10.1016/j.jjcc.2022.09.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Accepted: 09/15/2022] [Indexed: 01/09/2023]
Abstract
Percutaneous coronary intervention (PCI), one of the most prevalent techniques of revascularization, is a procedure that remarkably improves treatment outcomes. However, it consumes large amounts of medical resources and has resulted in an increased socioeconomic burden due to the increasing number of target patients. In recent years, there have been sporadic discussions, both in Japan and other countries, regarding the optimization of interventions and the perspective of medical economics. Based on this, previous studies on PCI-related cost-effectiveness were reviewed in order to consider the current level of medical economics regarding PCI. Using the databases MEDLINE and EMBASE, a survey involving data from original articles and systematic reviews was conducted from January 2010 to August 2022. Conditions were not imposed on the evidence level due to the paucity of studies, although field studies were prioritized over simulation studies. The macro medical economics of acute myocardial infarction treatment, which is the primary target of PCI, were generally at an average level when compared to those in other countries; however, there is room for further improvement in Japan's performance. Revascularization in a population with multivessel coronary artery disease showed that coronary artery bypass graft surgery tended to be more cost-effective than PCI in the long-term setting. However, it was suggested that PCI may be more cost-effective in patients with SYNTAX Score ≤22 or left main artery disease. A cost-effectiveness report for stable angina patients was not in favor of PCI over medical therapy. Moreover, there were some reports showing the medical economic superiority of early myocardial ischemia evaluation, and it was foreseen that active selection of patients will contribute to the improvement of the overall cost-effectiveness of PCI. In order to further improve the socioeconomic significance of PCI in the future, it is necessary to aim for harmony between clinical practice and health economics.
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Affiliation(s)
- Tomoyuki Takura
- Department of Healthcare Economics and Health Policy, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan.
| | - Issei Komuro
- Department of Cardiovascular Medicine, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Minoru Ono
- Department of Cardiac Surgery, University of Tokyo Hospital, The University of Tokyo, Tokyo, Japan
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Möllenkamp M, Pongiglione B, Rabbe S, Torbica A, Schreyögg J. Spillover effects and other determinants of medical device uptake in the presence of a medical guideline: An analysis of drug-eluting stents in Germany and Italy. HEALTH ECONOMICS 2022; 31 Suppl 1:157-178. [PMID: 36030527 DOI: 10.1002/hec.4587] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/17/2021] [Revised: 06/28/2022] [Accepted: 07/26/2022] [Indexed: 06/15/2023]
Abstract
We investigated the role of spillover effects among hospitals in the diffusion of drug-eluting stents (DES) in Germany and Italy during a period in which the relevant medical guideline clearly recommended their use over bare-metal stents. We used administrative data of hospitalized patients treated with ST-elevation myocardial infarction from 2012 to 2016 to estimate spatial panel models allowing for global spillover effects. We used an inverse-distance weights matrix to capture the geographical proximity between neighboring hospitals and assigned a lower weight to more distant neighbors. For both countries, we found significant positive spatial autocorrelation in most years based on the global Moran's I test, and a significant, positive spatial lag parameter across model specifications, indicating positive spillover effects among neighboring hospitals. We found that private for-profit hospital ownership and hospital competition in Germany and the number of inpatient cases with circulatory system diseases in Italy were other significant determinants of DES adoption. Our results underline the importance of spillover effects among peers for the diffusion of medical devices even in the presence of a positive guideline recommendation. Policymakers might therefore consider promoting various forms of exchange and collaboration among medical staff and hospitals to ensure the appropriate use of medical technologies.
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Affiliation(s)
- Meilin Möllenkamp
- Hamburg Center for Health Economics, Universität Hamburg, Hamburg, Germany
| | | | - Stefan Rabbe
- Hamburg Center for Health Economics, Universität Hamburg, Hamburg, Germany
| | - Aleksandra Torbica
- Center for Research on Health and Social Care Management, SDA Bocconi, Milan, Italy
| | - Jonas Schreyögg
- Hamburg Center for Health Economics, Universität Hamburg, Hamburg, Germany
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Pongiglione B, Torbica A. How real can we get in generating real world evidence? Exploring the opportunities of routinely collected administrative data for evaluation of medical devices. HEALTH ECONOMICS 2022; 31 Suppl 1:25-43. [PMID: 35762465 PMCID: PMC9796733 DOI: 10.1002/hec.4562] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/02/2021] [Revised: 06/02/2022] [Accepted: 06/09/2022] [Indexed: 06/14/2023]
Abstract
Real-world data are considered a potentially valuable source of evidence for assessing medical technologies in clinical practice, but their widespread use is hampered by numerous challenges. Using the case of coronary stents in Italy, we investigate the potential of administrative databases for estimating costs and health outcomes associated with the use of medical devices in real world conditions. An administrative dataset was created ad hoc by merging hospital records from patients admitted between 2013 and 2019 for stent implantations with ambulatory records, pharmaceutical use data and vital statistics. Health outcomes were multifold: all-cause and cardiac mortality and myocardial infarction, within 30 days, 1, 2, 5 years. Costs were estimated from the National Health System perspective. We used multivariable Cox models and propensity score (PS) methods (PS matching; stratification on PS; inverse probability of treatment weighting using PS; PS adjustment). 257,907 coronary stents were implanted in 113,912 patients. For all health outcomes and follow-up times, and across all methods, patients receiving drug-eluting stents (DES) presented lower risk. For all-cause mortality, the DES patient advantage over bare-metal stent (BMS) patients declined over time but remained significant even at 5 years. For myocardial infarction, results remained quite stable. The DES group presented lower cumulative total costs (ranging from 3264 to 2363 Euros less depending on methods). Our results confirm the consolidated evidence of the benefits of DES compared to BMS. The consistency of results across methods suggests internal validity of the study, while highlighting strengths and limitations of each depending on research context. Administrative data yield great potential to perform comparative effectiveness and cost-effectiveness analysis of medical devices provided certain conditions are met.
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Affiliation(s)
- Benedetta Pongiglione
- Centre for Research on Health and Social Care ManagementBocconi UniversityMilanoLombardiaItaly
| | - Aleksandra Torbica
- Centre for Research on Health and Social Care ManagementBocconi UniversityMilanoLombardiaItaly
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Cao C, Zhen W, Yu H, Zhang L, Liu Y. lncRNA MALAT1/miR-143 axis is a potential biomarker for in-stent restenosis and is involved in the multiplication of vascular smooth muscle cells. Open Life Sci 2022; 16:1303-1312. [PMID: 35005241 PMCID: PMC8691378 DOI: 10.1515/biol-2021-0126] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2021] [Revised: 10/09/2021] [Accepted: 10/18/2021] [Indexed: 12/03/2022] Open
Abstract
The purpose of this study is to observe the potential value and underlying mechanism of the metastasis-associated lung adenocarcinoma transcript 1 (MALAT1)/miR-143 axis in ISR. A total of 150 participants were enrolled, including 100 patients (observation group) with coronary heart disease who underwent stent implantation in the Department of Cardiology of our hospital between January 2018 and January 2020, and 50 healthy people (control group) concurrently underwent a physical examination. Serum MALAT1 and miR-143 levels were detected by quantitative reverse transcription-polymerase chain reaction (qRT-PCR). Tumor necrosis factor-α (TNF-α; 10 ng/mL) induced human vascular smooth muscle cells (HVSMCs). MALAT1 increased while miR-143 decreased in the observation group versus the control group (P < 0.001). The non-restenosis group had significantly elevated MALAT1 expression while decreased miR-143 expression than the restenosis group (P < 0.001). The areas under the curves of the expression of MALAT1 and miR-143 in predicting restenosis were 0.917 and 0.881, respectively. Following si-MALAT1 transfection, HVSMC multiplication and invasiveness decreased significantly (P < 0.05). miR-143-inhibitor was observed to upregulate the luciferase activity of MALAT1-WT (P < 0.05). MALAT1 is highly expressed in patients with ISR while miR-143 is decreased, and the MALAT1/miR-143 axis is a potential pathway to modulate the multiplication and invasiveness of HVSMCs.
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Affiliation(s)
- Chen Cao
- Interventional Department, The Second Affiliated Hospital, Zhengzhou University, Zhengzhou 450014, China
| | - Wei Zhen
- President's Office, The Second Affiliated Hospital, Zhengzhou University, Zhengzhou 450014, China
| | - Haibin Yu
- Interventional Department, The Second Affiliated Hospital, Zhengzhou University, Zhengzhou 450014, China
| | - Li Zhang
- Nursing Department, The Second Affiliated Hospital, Zhengzhou University, Zhengzhou 450014, China
| | - Yiling Liu
- Department of Otorhinolaryngology, The Second Affiliated Hospital, Zhengzhou University, Zhengzhou 450014, China
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Lu ZK, Xiong X, Lee T, Wu J, Yuan J, Jiang B. Big Data and Real-World Data based Cost-Effectiveness Studies and Decision-making Models: A Systematic Review and Analysis. Front Pharmacol 2021; 12:700012. [PMID: 34737696 PMCID: PMC8562301 DOI: 10.3389/fphar.2021.700012] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2021] [Accepted: 08/27/2021] [Indexed: 12/28/2022] Open
Abstract
Background: Big data and real-world data (RWD) have been increasingly used to measure the effectiveness and costs in cost-effectiveness analysis (CEA). However, the characteristics and methodologies of CEA based on big data and RWD remain unknown. The objectives of this study were to review the characteristics and methodologies of the CEA studies based on big data and RWD and to compare the characteristics and methodologies between the CEA studies with or without decision-analytic models. Methods: The literature search was conducted in Medline (Pubmed), Embase, Web of Science, and Cochrane Library (as of June 2020). Full CEA studies with an incremental analysis that used big data and RWD for both effectiveness and costs written in English were included. There were no restrictions regarding publication date. Results: 70 studies on CEA using RWD (37 with decision-analytic models and 33 without) were included. The majority of the studies were published between 2011 and 2020, and the number of CEA based on RWD has been increasing over the years. Few CEA studies used big data. Pharmacological interventions were the most frequently studied intervention, and they were more frequently evaluated by the studies without decision-analytic models, while those with the model focused on treatment regimen. Compared to CEA studies using decision-analytic models, both effectiveness and costs of those using the model were more likely to be obtained from literature review. All the studies using decision-analytic models included sensitivity analyses, while four studies no using the model neither used sensitivity analysis nor controlled for confounders. Conclusion: The review shows that RWD has been increasingly applied in conducting the cost-effectiveness analysis. However, few CEA studies are based on big data. In future CEA studies using big data and RWD, it is encouraged to control confounders and to discount in long-term research when decision-analytic models are not used.
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Affiliation(s)
- Z Kevin Lu
- Department of Clinical Pharmacy and Outcomes Sciences, University of South Carolina, Columbia, SC, United States
| | - Xiaomo Xiong
- Department of Clinical Pharmacy and Outcomes Sciences, University of South Carolina, Columbia, SC, United States
| | - Taiying Lee
- Department of Clinical Pharmacy and Outcomes Sciences, University of South Carolina, Columbia, SC, United States
| | - Jun Wu
- Department of Pharmaceutical and Administrative Sciences, Presbyterian College School of Pharmacy, Clinton, SC, United States
| | - Jing Yuan
- Department of Clinical Pharmacy, School of Pharmacy, Fudan University, Shanghai, China
| | - Bin Jiang
- Department of Administrative and Clinical Pharmacy, School of Pharmaceutical Sciences, Health Science Center, Peking University, Beijing, China
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Ning N, Haynes A, Romley J. Trends in the quality and cost of inpatient surgical procedures in the United States, 2002-2015. PLoS One 2021; 16:e0259011. [PMID: 34731186 PMCID: PMC8565758 DOI: 10.1371/journal.pone.0259011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2021] [Accepted: 10/09/2021] [Indexed: 11/19/2022] Open
Abstract
OBJECTIVES This study documents trends in risk-adjusted quality and cost for a variety of inpatient surgical procedures among Medicare beneficiaries from 2002 through 2015, which can provide valuable insight on future strategies to improve public health and health care. METHODS We focused on 11 classes of inpatient surgery, defined by the Agency for Health Research and Quality's (AHRQ's) Clinical Classification System. The surgical classes studied included a wide range of surgeries, including tracheostomy, heart valve procedures, colorectal resection, and wound debridement, among others. For each surgical class, we assessed trends in treatment costs and quality outcomes, as defined by 30-day survival without unplanned readmissions, among Medicare beneficiaries receiving these procedures during hospital stays. Quality and costs were adjusted for patient severity based on demographics, comorbidities, and community context. We also explored surgical innovations of these 11 classes of inpatient surgery from 2002-2015. RESULTS We found significant improvements in quality for 7 surgical classes, ranging from 0.08% (percutaneous transluminal coronary angioplasty) to 0.74% (heart valve procedures) per year. Changes in cost varied by surgery, the significant decrease in cost ranged from -2.59% (tracheostomy) to -0.34% (colorectal resection) per year. Treatment innovation occurred with respect to surgical procedures utilized for heart valve procedures and colorectal resection, which may be associated with the decrease in surgical cost. CONCLUSIONS Our results suggest that there was significant quality improvement for 7 surgery categories over the 14-year study period. Costs decreased significantly for 6 surgery categories, and increased significantly for 3 other categories.
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Affiliation(s)
- Ning Ning
- Department of Pharmaceutical and Health Economics, USC School of Pharmacy, University of Southern California, Los Angeles, CA, United States of America
| | - Alex Haynes
- Dell Medical School, University of Texas at Austin, Austin, TX, United States of America
| | - John Romley
- Department of Pharmaceutical and Health Economics, USC School of Pharmacy, University of Southern California, Los Angeles, CA, United States of America
- Public Policy, USC Price School of Public Policy, University of Southern California, Los Angeles, CA, United States of America
- Schaeffer Center for Health Policy and Economics, University of Southern California, Los Angeles, CA, United States of America
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Affiliation(s)
- Subhash Banerjee
- University of Texas Southwestern Medical Center and Veterans Affairs North Texas Health Care System, Dallas (S.B.)
| | - Peter Monteleone
- University of Texas at Austin Dell Medical School, Austin (P.M.)
| | - Scott Novak
- Kingfish Statistics & Data Analytics, Durham, NC (S.N.)
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Optimizing Monotherapy Selection, Aspirin Versus P2Y12 Inhibitors, Following Percutaneous Coronary Intervention. Am J Cardiol 2020; 135:154-165. [PMID: 32962804 DOI: 10.1016/j.amjcard.2020.07.061] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/02/2020] [Revised: 07/24/2020] [Accepted: 07/27/2020] [Indexed: 11/22/2022]
Abstract
Dual antiplatelet therapy (DAPT) reduces ischemic and thrombotic events after percutaneous coronary intervention (PCI). Initial reports of higher myocardial infarction and mortality rates prompted guideline committees to choose 12-month duration of DAPT after PCI. However, higher bleeding rates with DAPT remain a major concern. Since these guidelines were published, there have been improvements in stent design, deployment techniques, and antiplatelet therapies, which have reduced ischemic events. To address bleeding concerns, trials were performed to evaluate the effectiveness of short-duration DAPT. Two main strategies were employed: (1) aspirin monotherapy after a short-duration DAPT, and (2) P2Y12 inhibitor monotherapy after a short-duration DAPT. In this review, we outline all the major trials on short-duration DAPT that have examined the previously mentioned strategies and propose a new individualized treatment algorithm for which monotherapy to choose or remove after PCI. In conclusion, while removing the P2Y12 inhibitor after a short DAPT appears to be safe in the low-risk population, removing aspirin and continuing the P2Y12 inhibitor as monotherapy would be the preferred strategy in intermediate- to high-risk patients to mitigate the bleeding risk.
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