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Agiro A, AN A, Cook EE, Mu F, Chen J, Desai P, Oluwatosin Y, Pollack CV. Real-World Modifications of Renin-Angiotensin-Aldosterone System Inhibitors in Patients with Hyperkalemia Initiating Sodium Zirconium Cyclosilicate Therapy: The OPTIMIZE I Study. Adv Ther 2023; 40:2886-2901. [PMID: 37140706 PMCID: PMC10220114 DOI: 10.1007/s12325-023-02518-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Accepted: 04/06/2023] [Indexed: 05/05/2023]
Abstract
INTRODUCTION Hyperkalemia (HK) may result in disruptions of guidelines-concordant renin-angiotensin-aldosterone system inhibitors (RAASi), a standard of care in persons with chronic kidney disease (CKD). Such disruptions-dose reduction or discontinuation-diminish the benefits of RAASi, placing patients at risk of serious events and renal dysfunction. This real-world study evaluated RAASi modifications among patients who initiated sodium zirconium cyclosilicate (SZC) for HK. METHODS Adults (≥ 18 years) initiating outpatient SZC (index date) while on RAASi were identified from a large US claims database (January 2018-June 2020). RAASi optimization (maintain same or up-titration of RAASi dosage), non-optimization (down-titration of RAASi dosage or discontinuation), and persistence were descriptively summarized following index. Predictors of RAASi optimization were assessed using multivariable logistic regression models. Analyses were conducted by subgroups, including patients without end-stage kidney disease (ESKD), with CKD, and with CKD + diabetes. RESULTS A total of 589 patients initiated SZC during RAASi therapy (mean age 61.0 years, 65.2% male), and 82.7% patients (n = 487) kept RAASi after index (mean follow-up = 8.1 months). Most patients (77.4%) optimized RAASi therapy after initiating SZC; 69.6% maintained the same dosage while 7.8% had up-titrations. A similar rate of RAASi optimization was observed among subgroups without ESKD (78.4%), with CKD (78.9%), and with CKD + diabetes (78.1%). At 1-year post-index, 73.9% of all patients who optimized RAASi were still on therapy, while only 17.9% of patients who did not optimize therapy were still on a RAASi. Among all patients, predictors of RAASi optimization included fewer prior hospitalizations (odds ratio = 0.79, 95% CI [0.63-1.00]; p < 0.05) and fewer prior emergency department (ED) visits (0.78 [0.63-0.96]; p < 0.05). CONCLUSION Consistent with clinical trial findings, nearly 80% of patients who initiated SZC for HK optimized their RAASi therapy. Patients may require long-term SZC therapy to encourage continuation of RAASi therapy especially after inpatient and ED visits.
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Affiliation(s)
- Abiy Agiro
- AstraZeneca, US Medical Affairs, 1800 Concord Pike, Wilmington, DE 19850 USA
| | - Amin AN
- University of California Irvine, Irvine, CA 92697 USA
| | - Erin E. Cook
- Analysis Group, Inc., 111 Huntington Ave, 14th Floor, Boston, MA 02199 USA
| | - Fan Mu
- Analysis Group, Inc., 111 Huntington Ave, 14th Floor, Boston, MA 02199 USA
| | - Jingyi Chen
- Analysis Group, Inc., 111 Huntington Ave, 14th Floor, Boston, MA 02199 USA
| | - Pooja Desai
- AstraZeneca, US Medical Affairs, 1800 Concord Pike, Wilmington, DE 19850 USA
| | - Yemmie Oluwatosin
- AstraZeneca, US Medical Affairs, 1800 Concord Pike, Wilmington, DE 19850 USA
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Serum/plasma potassium monitoring using potentiometric point-of-care microanalyzers with improved ion selective electrodes. Talanta 2022. [DOI: 10.1016/j.talanta.2022.124100] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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Guorong Y, Xinxin L, Shuguang S, Zhumei Z, Huali W, Shude Y, Yupeng G, Xianhao C, Weihuan L. The accumulation characteristics of minerals in different edible and medicinal mushrooms. FOOD SCIENCE AND TECHNOLOGY RESEARCH 2022. [DOI: 10.3136/fstr.fstr-d-21-00249] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Affiliation(s)
- Yu Guorong
- School of Agriculture, Ludong University
| | - Li Xinxin
- School of Agriculture, Ludong University
| | | | | | - Wang Huali
- Shandong Drug and Food Vocational College
| | - Yang Shude
- School of Agriculture, Ludong University
| | - Ge Yupeng
- School of Agriculture, Ludong University
| | | | - Li Weihuan
- School of Agriculture, Ludong University
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Villa-Zapata L, Carhart BS, Horn JR, Hansten PD, Subbian V, Gephart S, Tan M, Romero A, Malone DC. Serum potassium changes due to concomitant ACEI/ARB and spironolactone therapy: A systematic review and meta-analysis. Am J Health Syst Pharm 2021; 78:2245-2255. [PMID: 34013341 PMCID: PMC8194784 DOI: 10.1093/ajhp/zxab215] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Disclaimer In an effort to expedite the publication of articles related to the COVID-19 pandemic, AJHP is posting these manuscripts online as soon as possible after acceptance. Accepted manuscripts have been peer-reviewed and copyedited, but are posted online before technical formatting and author proofing. These manuscripts are not the final version of record and will be replaced with the final article (formatted per AJHP style and proofed by the authors) at a later time. Purpose To provide evidence of serum potassium changes in individuals taking angiotensin-converting enzyme inhibitors (ACEIs) and/or angiotensin receptor blockers (ARBs) concomitantly with spironolactone compared to ACEI/ARB therapy alone. Methods PubMed, Embase, Scopus, and Web of Science were searched for studies including exposure to both spironolactone and ACEI/ARB therapy compared to ACEI/ARB therapy alone. The primary outcome was serum potassium change over time. Main effects were calculated to estimate average treatment effect using random effects models. Heterogeneity was assessed using Cochran’s Q and I 2. Risk of bias was assessed using the revised Cochrane risk of bias tool. Results From the total of 1,225 articles identified, 20 randomized controlled studies were included in the meta-analysis. The spironolactone plus ACEI/ARB group included 570 patients, while the ACEI/ARB group included 547 patients. Treatment with spironolactone and ACEI/ARB combination therapy compared to ACEI/ARB therapy alone increased the mean serum potassium concentration by 0.19 mEq/L (95% CI, 0.12-0.26 mEq/L), with intermediate heterogeneity across studies (Q statistic = 46.5, P = 0.004; I 2 = 59). Sensitivity analyses showed that the direction and magnitude of this outcome did not change with the exclusion of individual studies, indicating a high level of reliability. Reporting risk of bias was low for 16 studies (80%), unclear for 3 studies (15%) and high for 1 study (5%). Conclusion Treatment with spironolactone in combination with ACEI/ARB therapy increases the mean serum potassium concentration by less than 0.20 mEq/L compared to ACEI/ARB therapy alone. However, serum potassium and renal function must be monitored in patients starting combination therapy to avoid changes in serum potassium that could lead to hyperkalemia.
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Affiliation(s)
- Lorenzo Villa-Zapata
- Department of Pharmacy Practice, College of Pharmacy, Mercer University, Atlanta, GA, USA
| | | | - John R Horn
- Department of Pharmacy Practice, School of Pharmacy, University of Washington, Seattle, WA, and Pharmacy Services, UW Medicine, Seattle, WA, USA
| | | | - Vignesh Subbian
- Department of Biomedical Engineering and Department of Systems & Industrial Engineering, College of Engineering, The University of Arizona, Tucson, AZ, USA
| | - Sheila Gephart
- Community and Health Systems Science, College of Nursing, The University of Arizona, Tucson, AZ, USA
| | - Malinda Tan
- College of Pharmacy, L.S. Skaggs Research Institute, University of Utah, Salt Lake City, UT, USA
| | - Andrew Romero
- Department of Pharmacy, Banner University Medical Center, Tucson, AZ, USA
| | - Daniel C Malone
- College of Pharmacy, L.S. Skaggs Research Institute, University of Utah, Salt Lake City, UT, USA
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Evans M, Palaka E, Furuland H, Bennett H, Linde C, Qin L, McEwan P, Bakhai A. The value of maintaining normokalaemia and enabling RAASi therapy in chronic kidney disease. BMC Nephrol 2019; 20:31. [PMID: 30704421 PMCID: PMC6357372 DOI: 10.1186/s12882-019-1228-y] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2018] [Accepted: 01/24/2019] [Indexed: 11/12/2022] Open
Abstract
Background People with chronic kidney disease (CKD) are at an increased risk of developing hyperkalaemia due to their declining kidney function. In addition, these patients are often required to reduce or discontinue guideline-recommended renin-angiotensin-aldosterone system inhibitor (RAASi) therapy due to increased risk of hyperkalaemia. This original research developed a model to quantify the health and economic benefits of maintaining normokalaemia and enabling optimal RAASi therapy in patients with CKD. Methods A patient-level simulation model was designed to fully characterise the natural history of CKD over a lifetime horizon, and predict the associations between serum potassium levels, RAASi use and long-term outcomes based on published literature. The clinical and economic benefits of maintaining sustained potassium levels and therefore avoiding RAASi discontinuation in CKD patients were demonstrated using illustrative, sensitivity and scenario analyses. Results Internal and external validation exercises confirmed the predictive capability of the model. Sustained potassium management and ongoing RAASi therapy were associated with longer life expectancy (+ 2.36 years), delayed onset of end stage renal disease (+ 5.4 years), quality-adjusted life-year gains (+ 1.02 QALYs), cost savings (£3135) and associated net monetary benefit (£23,446 at £20,000 per QALY gained) compared to an absence of RAASi to prevent hyperkalaemia. Conclusion This model represents a novel approach to predicting the long-term benefits of maintaining normokalaemia and enabling optimal RAASi therapy in patients with CKD, irrespective of the strategy used to achieve this target, which may support decision making in healthcare. Electronic supplementary material The online version of this article (10.1186/s12882-019-1228-y) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Marc Evans
- Diabetes Resource Centre, Llandough Hospital, Cardiff, UK
| | | | - Hans Furuland
- Department of Nephrology, Uppsala University Hospital, Uppsala, Sweden
| | - Hayley Bennett
- Health Economics and Outcomes Research Ltd, Cardiff, UK.
| | - Cecilia Linde
- Heart and Vascular Theme, Karolinska University Hospital and Karolinska Instiutet, Stockholm, Sweden
| | - Lei Qin
- Global Health Economics, AstraZeneca, Gaithersburg, MD, USA
| | - Phil McEwan
- Health Economics and Outcomes Research Ltd, Cardiff, UK.,School of Human and Health Sciences, Swansea University, Swansea, UK
| | - Ameet Bakhai
- Department of Cardiology, Royal Free Hospital, London, UK
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Bakhai A, Palaka E, Linde C, Bennett H, Furuland H, Qin L, McEwan P, Evans M. Development of a health economic model to evaluate the potential benefits of optimal serum potassium management in patients with heart failure. J Med Econ 2018; 21:1172-1182. [PMID: 30160541 DOI: 10.1080/13696998.2018.1518239] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
AIMS Patients with heart failure are at increased risk of hyperkalemia, particularly when treated with renin-angiotensin-aldosterone system inhibitor (RAASi) agents. This study developed a model to quantify the potential health and economic value associated with sustained potassium management and optimal RAASi therapy in heart failure patients. MATERIALS AND METHODS A patient-level, fixed-time increment stochastic simulation model was designed to characterize the progression of heart failure through New York Heart Association functional classes, and predict associations between serum potassium levels, RAASi use, and consequent long-term outcomes. Following internal and external validation exercises, model analyses sought to quantify the health and economic benefits of optimizing both serum potassium levels and RAASi therapy in heart failure patients. Analyses were conducted using a UK payer perspective, independent of costs and utilities related to pharmacological potassium management. RESULTS Validation against multiple datasets demonstrated the predictive capability of the model. Compared to those who discontinued RAASi to manage serum potassium, patients with normokalemia and ongoing RAASi therapy benefited from longer life expectancy (+1.38 years), per-patient quality-adjusted life year gains (+0.53 QALYs), cost savings (£110), and associated net monetary benefit (£10,679 at £20,000 per QALY gained) over a lifetime horizon. The predicted value of sustained potassium management and ongoing RAASi treatment was largely driven by reduced mortality and hospitalization risks associated with optimal RAASi therapy. LIMITATIONS Several modeling assumptions were made to account for a current paucity of published literature; however, ongoing refinement and validation of the model will ensure its continued accuracy as the clinical landscape of hyperkalemia evolves. CONCLUSIONS Predictions generated by this novel modeling approach highlight the value of sustained potassium management to avoid hyperkalemia, enable RAASi therapy, and improve long-term health economic outcomes in patients with heart failure.
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Affiliation(s)
- Ameet Bakhai
- a Department of Cardiology , Royal Free Hospital , London , UK
| | - Eirini Palaka
- b Global Health Economics, AstraZeneca , Cambridge , UK
| | - Cecilia Linde
- c Heart and Vascular Theme , Karolinska University Hospital and Karolinska Institutet , Stockholm , Sweden
| | - Hayley Bennett
- d Health Economics and Outcomes Research Ltd , Cardiff , UK
| | - Hans Furuland
- e Department of Nephrology , Uppsala University Hospital , Uppsala , Sweden
| | - Lei Qin
- f Global Health Economics, AstraZeneca , Gaithersburg , MD , USA
| | - Phil McEwan
- d Health Economics and Outcomes Research Ltd , Cardiff , UK
- g School of Human and Health Sciences , Swansea University , Swansea , UK
| | - Marc Evans
- h Diabetes Resource Centre , Llandough Hospital , Cardiff , UK
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Campbell CA, Lam Q, Horvath AR. An evidence- and risk-based approach to a harmonized laboratory alert list in Australia and New Zealand. ACTA ACUST UNITED AC 2018; 57:89-94. [DOI: 10.1515/cclm-2017-1114] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2017] [Accepted: 03/15/2018] [Indexed: 11/15/2022]
Abstract
Abstract
Individual laboratories are required to compose an alert list for identifying critical and significant risk results. The high-risk result working party of the Royal College of Pathologists of Australasia (RCPA) and the Australasian Association of Clinical Biochemists (AACB) has developed a risk-based approach for a harmonized alert list for laboratories throughout Australia and New Zealand. The six-step process for alert threshold identification and assessment involves reviewing the literature, rating the available evidence, performing a risk analysis, assessing method transferability, considering workload implications and seeking endorsement from stakeholders. To demonstrate this approach, a worked example for deciding the upper alert threshold for potassium is described. The findings of the worked example are for infants aged 0–6 months, a recommended upper potassium alert threshold of >7.0 mmol/L in serum and >6.5 mmol/L in plasma, and for individuals older than 6 months, a threshold of >6.2 mmol/L in both serum and plasma. Limitations in defining alert thresholds include the lack of well-designed studies that measure the relationship between high-risk results and patient outcomes or the benefits of treatment to prevent harm, and the existence of a wide range of clinical practice guidelines with conflicting decision points at which treatment is required. The risk-based approach described presents a transparent, evidence- and consensus-based methodology that can be used by any laboratory when designing an alert list for local use. The RCPA-AACB harmonized alert list serves as a starter set for further local adaptation or adoption after consultation with clinical users.
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Affiliation(s)
- Craig A. Campbell
- NSW Health Pathology, Department of Clinical Chemistry and Endocrinology , Prince of Wales Hospital , Sydney, NSW 2031 , Australia , Phone: +612 93829082, Fax: +612 93829099
- Australian Institute of Health Innovation , Macquarie University , Sydney, NSW , Australia
| | - Que Lam
- Department of Pathology , Austin Health , Heidelberg, Victoria , Australia
| | - Andrea R. Horvath
- NSW Health Pathology, Department of Clinical Chemistry and Endocrinology , Prince of Wales Hospital , Sydney, NSW , Australia
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Galceran J. Potasio, la estrecha franja entre la vida y la muerte. HIPERTENSION Y RIESGO VASCULAR 2017; 34:105-107. [DOI: 10.1016/j.hipert.2017.06.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2017] [Accepted: 06/23/2017] [Indexed: 11/15/2022]
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