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Amin S, Wall BM, Thomas F, Kalantar-Zadeh K, Sumida K, Kovesdy CP. Change Over Time in Pre-End-Stage Renal Disease 24-Hour Urine Creatinine as Muscle Mass Surrogate and Post-End-Stage Renal Disease Mortality. J Ren Nutr 2024:S1051-2276(24)00050-5. [PMID: 38513825 DOI: 10.1053/j.jrn.2024.03.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Revised: 12/11/2023] [Accepted: 03/12/2024] [Indexed: 03/23/2024] Open
Abstract
OBJECTIVE Loss of muscle mass and sarcopenia are common in chronic kidney disease (CKD) and end-stage renal disease (ESRD), and sarcopenia can worsen insidiously in patients with advancing CKD. The temporal dynamics of sarcopenia in patients with progressive loss of kidney function, and its association with future outcomes, is unclear. METHODS In a contemporary national cohort of incident ESRD US veterans, we selected 661 patients who had at least 2 24-hour urine creatinine (24hrUC) measurements, a surrogate of muscle mass, performed during the 3-year prelude period prior to ESRD transition. We estimated 24hrUC slopes in mixed effects models. To assess the temporal dynamics of pre-ESRD changes in 24hrUC and its association with changing eGFR, we separately fitted in mixed effects models a penalized spline regression of 24hrUC on time and on eGFR. We examined the association of 24hrUC slopes with postdialysis all-cause mortality using Cox models adjusted for confounders. RESULTS The mean slope of 24hrUC versus time was -78 mg/year (95% confidence interval: -102 to -54), with a steeper decline noted in the last year prior to ESRD. More severe decreases in 24hrUC were associated with higher all-cause mortality: a 100 mg/year decrease in 24hrUC was associated with a multivariable adjusted death hazard ratio of 1.41 (95% confidence interval: 1.00-1.98, P = .05). CONCLUSION Patients with advanced CKD lose a substantial proportion of their muscle mass each year during pre-ESRD prelude. Loss of muscle mass accelerates near ESRD transition, and more loss of muscle mass is associated with higher mortality after ESRD transition.
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Affiliation(s)
- Sahar Amin
- University of Tennessee Health Science Center, Memphis, Tennessee
| | - Barry M Wall
- University of Tennessee Health Science Center, Memphis, Tennessee; Memphis VA Medical Center, Memphis, Tennessee
| | - Fridtjof Thomas
- University of Tennessee Health Science Center, Memphis, Tennessee
| | | | - Keiichi Sumida
- University of Tennessee Health Science Center, Memphis, Tennessee
| | - Csaba P Kovesdy
- University of Tennessee Health Science Center, Memphis, Tennessee; Memphis VA Medical Center, Memphis, Tennessee.
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Zhang Z, Luo L, Li X, Zhong Y. The effects of Salvia miltiorrhiza and ligustrazine injection combined with ACEI/ARB on diabetic kidney disease: A systematic review and meta-analysis. Medicine (Baltimore) 2024; 103:e35853. [PMID: 38394516 DOI: 10.1097/md.0000000000035853] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/25/2024] Open
Abstract
BACKGROUND In China, Salvia miltiorrhiza and ligustrazine (SML) injection are widely used as adjunctive therapy for patients with diabetic kidney disease (DKD). However, different studies have reported conflicting results. Therefore, a systematic review and meta-analysis are necessary to assess the efficacy and safety of SML injection for the treatment of DKD. METHODS We searched 6 electronic literature databases comparing randomized controlled trials (RCTs) of angiotensin-converting enzyme inhibitor (ACEI)/angiotensin receptor blocker (ARB), SML injection in combination with ACEIs/ARBs that were conducted from inception until September 5, 2023. Two reviewers extracted data and independently assessed the risk of bias. Using the Cochrane Risk of Bias Tool for Risk Assessment. Mean differences (MD) were combined with random-effects models and the corresponding 95% confidence intervals (CI) were reported. Review Manager 5.4 software was used for meta-analysis. Stata 17.0 software was used for sensitivity analysis and Egger test. RESULTS The combined results show that the use of SML injection along with ACEI/ARB led to better outcomes than the use of controls in terms of enhancing recovery: renal function: Serum creatinine (MD = -14.69, 95% CI (-19.38, -10.00)), Blood urea nitrogen (MD = -1.23, 95% CI (-1.72, -0.74)), Urinary β2-microglobulin (MD = -4.58, 95% CI (-7.72, -1.44)); urinary protein: Urinary albumin excretion rate (MD = -45.74, 95% CI (-58.92, -32.56)), Urine albumin-creatinine ratio (MD = -11.93, 95% CI (-13.89, -9.96)), 24-h urine proteinuria (MD = -0.59, 95% CI (-0.86, -0.32)), Urine microalbumin (MD = -13.50, 95% CI (-20.18, -6.83)). Additionally, adjuvant therapy with SML injection enhanced results in blood glucose, blood pressure, lipids, and inflammatory responses, and no significant variations in adverse events were discovered between the 2 groups. CONCLUSIONS In patients with DKD, combining SML injection with ACEI/ARB improves renal function, renal proteinuria, hyperglycemia, blood pressure, dyslipidemia, and inflammatory response.
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Affiliation(s)
- Zixuan Zhang
- First Branch of Nephrology Department, Longhua Hospital Shanghai University of Traditional Chinese Medicine, Shanghai, China
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Obi Y, Thomas F, Dashputre AA, Goedecke P, Kovesdy CP. Long-term Patiromer Use and Outcomes Among US Veterans With Hyperkalemia and CKD: A Propensity-Matched Cohort Study. Kidney Med 2024; 6:100757. [PMID: 38192434 PMCID: PMC10772292 DOI: 10.1016/j.xkme.2023.100757] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2024] Open
Abstract
Rationale & Objective Patiromer is a potassium binder approved for the long-term management of hyperkalemia. Although patiromer use among patients with advanced chronic kidney disease (CKD) has been shown to reduce the discontinuation of renin-angiotensin-aldosterone system inhibition therapy, it remains unclear whether patiromer can improve clinical outcomes. The aim of this study was to examine the association of long-term patiromer use with clinical outcomes among hyperkalemic patients with CKD. Study Design This was a longitudinal observational study. Setting & Participants We evaluated a national cohort of 854,217 US Veterans who had at least 1 serum potassium measurement of ≥5.1 mEq/L and were treated at US Department of Veterans Affairs health care facilities between January 2016 and September 2019. Exposure The exposure was long-term patiromer use. Outcomes The outcomes were as follows: (1) composite endpoint of kidney failure with replacement therapy (KFRT) or all-cause death and (2) all-cause death including the post-KFRT period. Analytical Approach Cox proportional Fine-Gray subdistribution hazard models were used in a propensity-matched cohort. Results Among 2,004 patients who ever used patiromer during the study period (0.2% of the cohort), 666 met the criteria for long-term patiromer use. We matched 308 long-term patiromer users to 308 nonusers based on propensity scores. The median estimated glomerular filtration rate was 23.5 mL/min/1.73m2, and the median potassium level was 5.2 mEq/L. Approximately 45% were on renin-angiotensin system inhibitor(s) at baseline. During follow-up, 93 patients developed KFRT, and 134 patients died. Long-term patiromer users, when compared to nonusers, experienced a 26% lower risk of the composite outcome (HR, 0.74; 95% CI, 0.53-1.01; P = 0.06) and a 41% lower risk of all-cause mortality (HR, 0.59; 95% CI, 0.41-0.84; P = 0.003). Limitations The study cohort included mostly male veterans with relatively short follow-up periods. Conclusions Long-term patiromer use was associated with a lower risk of all-cause mortality among patients with CKD and hyperkalemia. Long-term potassium binder use for hyperkalemia may improve clinical outcomes in CKD. Plain-Language Summary Hyperkalemia is a common complication of chronic kidney disease (CKD) and can result in the discontinuation of renin-angiotensin-aldosterone system inhibition therapy, a cornerstone of CKD management. Patiromer is a new potassium binder approved for the long-term management of hyperkalemia, but it remains unclear whether patiromer can improve clinical outcomes. We examined a cohort of US Veterans with hyperkalemia between January 2016 and September 2019 and found that patiromer use was uncommon for treating hyperkalemia during this study period. We then matched 308 long-term patiromer users and 308 nonusers based on propensity scores. Long-term patiromer users, when compared to nonusers, experienced a 26% lower risk of the composite outcome and a 41% lower risk of all-cause mortality. These findings indicate that long-term potassium binder use for hyperkalemia may improve clinical outcomes in CKD.
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Affiliation(s)
- Yoshitsugu Obi
- Division of Nephrology, University of Mississippi Medical Center, Jackson, MS
- Division of Nephrology, University of Tennessee Health Science Center, Memphis, TN
| | - Fridtjof Thomas
- Department of Preventive Medicine, University of Tennessee Health Science Center, Memphis, TN
| | - Ankur A. Dashputre
- Division of Nephrology, University of Tennessee Health Science Center, Memphis, TN
- Health Economics & Outcomes Research, Bausch Health US LLC, Bridgewater, NJ
| | - Patricia Goedecke
- Department of Preventive Medicine, University of Tennessee Health Science Center, Memphis, TN
| | - Csaba P. Kovesdy
- Division of Nephrology, University of Tennessee Health Science Center, Memphis, TN
- Nephrology Section, Veterans Memphis Affairs Medical Center, Memphis, TN
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Li Z, Sun H, Hao Y, Liu H, Jin Z, Li L, Zhang C, Ma M, Teng T, Chen X, Shen Y, Yu Y, Liu J, Richards AM, Tan HC, Zhao D, Zhou X, Yang Q. Renin-angiotensin system inhibition and in-hospital mortality in acute coronary syndrome patients with advanced renal dysfunction: findings from CCC-ACS project and a nationwide electronic health record-based cohort in China. EUROPEAN HEART JOURNAL. QUALITY OF CARE & CLINICAL OUTCOMES 2023; 9:785-795. [PMID: 36731865 DOI: 10.1093/ehjqcco/qcad006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Accepted: 01/20/2023] [Indexed: 02/04/2023]
Abstract
AIMS In acute coronary syndrome (ACS) patients without advanced renal dysfunction [estimated glomerular filtration rate (eGFR) < 30 mL/min/1.73 m2], early (within 24 h of admission) angiotensin-converting enzyme inhibitor/angiotensin receptor blocker (ACEI/ARB) is the guideline-directed medical therapy. The clinical efficacy of early ACEI/ARB therapy among ACS patients with advanced renal dysfunction remains unclear. METHODS AND RESULTS Among 184 850 ACS patients hospitalized from July 2014 to December 2018 in the Chinese National Electronic Disease Surveillance System Platform (CNEDSSP) cohort and 113 650 ACS patients enrolled from November 2014 to December 2019 in the Improving Care for Cardiovascular Disease in China-ACS Project (CCC-ACS) cohort, we identified 3288 and 3916 ACS patients with admission eGFR < 30 mL/min/1.73 m2 [2647 patients treated with ACEI/ARB (36.7%)], respectively. After 1:1 propensity score matching (PSM) in each cohort, Kaplan-Meier analysis showed that early ACEI/ARB use was associated with a 39% [hazard ratio (HR): 0.61, 95% confidence interval (95% CI): 0.45-0.82] and a 34% (HR: 0.66, 95% CI: 0.46-0.95) reduction in in-hospital mortality in CNEDSSP and CCC-ACS cohorts, respectively, which was consistent in multiple sensitivity analyses. A random effect meta-analysis of the two cohorts after PSM revealed a 32% reduction (risk ratio: 0.68, 95% CI: 0.55-0.84) in in-hospital mortality among ACEI/ARB users. CONCLUSIONS Based on two nationwide cohorts in China in contemporary practice, we demonstrated that ACEI/ARB therapy initiated within 24 h of admission is associated with a reduction in in-hospital mortality in ACS patients with advanced renal dysfunction. CLINICAL TRIAL REGISTRATION CCC-ACS project was registered at URL: https://www.clinicaltrials.gov. (Unique identifier: NCT02306616).
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Affiliation(s)
- Zhi Li
- Department of Cardiology, Tianjin Medical University General Hospital, Tianjin, China
- Laboratory for Mechanisms and Therapies of Heart Diseases, School of Pharmacy, Tianjin Medical University, Tianjin, China
| | - Haonan Sun
- Department of Cardiology, Tianjin Medical University General Hospital, Tianjin, China
| | - Yongchen Hao
- Departments of Epidemiology, the Key Laboratory of Remodeling-Related Cardiovascular Diseases, Ministry of Education, Beijing Municipal Key Laboratory of Clinical Epidemiology, Beijing Institute of Heart, Lung and Blood Vessel Diseases, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
| | - Hangkuan Liu
- Department of Cardiology, Tianjin Medical University General Hospital, Tianjin, China
| | - Zhengyang Jin
- Department of Cardiology, Tianjin Medical University General Hospital, Tianjin, China
| | - Linjie Li
- Department of Cardiology, Tianjin Medical University General Hospital, Tianjin, China
| | - Chong Zhang
- Department of Cardiology, Tianjin Medical University General Hospital, Tianjin, China
| | - Min Ma
- Clinical Data Processing Department, Beijing 1M Data Technology Corporation, Beijing, China
| | - Tianming Teng
- Department of Cardiology, Tianjin Medical University General Hospital, Tianjin, China
| | - Xiongwen Chen
- Laboratory for Mechanisms and Therapies of Heart Diseases, School of Pharmacy, Tianjin Medical University, Tianjin, China
| | - Yujun Shen
- Department of Pharmacology, Tianjin Key Laboratory of Inflammatory Biology, Center for Cardiovascular Diseases, Key Laboratory of Immune Microenvironment and Disease (Ministry of Education), The Province and Ministry Co-sponsored Collaborative Innovation Center for Medical Epigenetics, School of Basic Medical Sciences, Tianjin Medical University, Tianjin, China
| | - Ying Yu
- Department of Pharmacology, Tianjin Key Laboratory of Inflammatory Biology, Center for Cardiovascular Diseases, Key Laboratory of Immune Microenvironment and Disease (Ministry of Education), The Province and Ministry Co-sponsored Collaborative Innovation Center for Medical Epigenetics, School of Basic Medical Sciences, Tianjin Medical University, Tianjin, China
| | - Jing Liu
- Departments of Epidemiology, the Key Laboratory of Remodeling-Related Cardiovascular Diseases, Ministry of Education, Beijing Municipal Key Laboratory of Clinical Epidemiology, Beijing Institute of Heart, Lung and Blood Vessel Diseases, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
| | - Arthur Mark Richards
- Cardiovascular Research Institute, National University Health System, Singapore
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Huay Cheem Tan
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- Department of Cardiology, National University Heart Centre, Singapore
| | - Dong Zhao
- Departments of Epidemiology, the Key Laboratory of Remodeling-Related Cardiovascular Diseases, Ministry of Education, Beijing Municipal Key Laboratory of Clinical Epidemiology, Beijing Institute of Heart, Lung and Blood Vessel Diseases, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
| | - Xin Zhou
- Department of Cardiology, Tianjin Medical University General Hospital, Tianjin, China
| | - Qing Yang
- Department of Cardiology, Tianjin Medical University General Hospital, Tianjin, China
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Yan G, Chang T, Zhao Y, Yu M, Mi J, Wang G, Wang X, Liao X. The effects of Ophiocordyceps sinensis combined with ACEI/ARB on diabetic kidney disease: A systematic review and meta-analysis. PHYTOMEDICINE : INTERNATIONAL JOURNAL OF PHYTOTHERAPY AND PHYTOPHARMACOLOGY 2023; 108:154531. [PMID: 36375237 DOI: 10.1016/j.phymed.2022.154531] [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: 08/25/2022] [Revised: 10/18/2022] [Accepted: 10/29/2022] [Indexed: 06/16/2023]
Abstract
BACKGROUND Ophiocordyceps sinensis (OS), a medicinal fungus, has been made into OS preparations, which are frequently used as adjunctive therapy for patients with Diabetic Kidney Disease (DKD) in China. It is necessary to assess the efficacy and safety of OS preparations in the adjunctive treatment of DKD by conducting a systematic review and meta-analysis. OBJECTIVE Ophiocordyceps sinensis preparations were evaluated for their efficacy and safety as adjunctive therapy to conventional drugs (angiotensin-converting enzyme inhibitors (ACEIs) and angiotensin receptor blockers (ARBs)) for DKD. METHODS We searched seven electronic literature databases for randomized controlled trials (RCTs) comparing ACEI/ARB and OS combined with ACEI/ARB from inception up to March 2022. Two reviewers extracted data and assessed the risk of bias independently. Evidence certainty was rated using the GRADE system. Standardized mean difference (SMD) or mean difference (MD) was pooled with random effects models and was reported with corresponding 95% confidence intervals (CIs). Meta-analysis, sensitivity analysis and Egger's test were performed using R software (version 14.2) (PROSPERO registration no. CRD42021248634). RESULTS Thirty eight RCTs involving 3167 patients met the inclusion criteria. No trials were reported with outcomes about kidney disease progression and cardiovascular events. In meta-analysis, compared with the control group of ACEI/ARB alone, OS combined with ACEI/ARB can achieve better effects in the treatment of DKD on reducing serum creatinine (Scr) [MDScr =-11.48 95% CI [-15.78, -7.18], p < 0.01], blood urea nitrogen (BUN) [MDBUN= -1.00, 95% CI [-1.44, -0.55], p < 0.01], β2-microglobulin (β2-MG) [SMDβ2-MG= -1.32, 95% CI [-2.27, -0.37], p < 0.01], cystatin C (CysC) [MDCysC=-0.64, 95% CI [-0.83, -0.45], p < 0.01], 24-h urine proteinuria (24hUP) [SMD24hUP= -1.99, 95% CI [-2.68; -1.31], p < 0.01], urine microalbumin (UALB) [MDUALB= -37.41, 95% CI [-44.76, -30.06], p < 0.01] and decreasing urinary albumin excretion rate (UAER) [MDUAER= -24.11, 95% CI [-30.54, -17.68], p < 0.01] and albumin creatinine ratio (ACR) [SMDACR = 1.01, 95% CI [-1.73, -0.29], p < 0.01]. The OS adjuvant treatment also improved outcomes of blood pressure, blood glucose, blood lipid, inflammation and oxidative stress. No significant change in fasting blood glucose (FPG), glycated hemoglobin (HbA1c), malondialdehyde (MDA), and transforming growth factor beta 1 (TGF-β1) was detected. Yet, no significant difference was found about the adverse events between the two groups. CONCLUSIONS Ophiocordyceps sinensis preparation combined with ACEI/ARB has beneficial influence on renal function, decrease proteinuria, dyslipidemia, and even oxidative stress and inflammation in DKD patients. However, there is no trial that evaluated outcomes of kidney disease progression and cardiovascular events. Future study should move beyond surrogate endpoints to actual cardiovascular or renal outcome benefits with an aim to explore effects of OS preparation in the long-term.
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Affiliation(s)
- Guanchi Yan
- College of Traditional Chinese Medicine, Changchun University of Chinese Medicine, Changchun, China; Center for Evidence-based Chinese Medicine, Institute of Basic Research in Clinical Medicine, China Academy of Chinese Medical Sciences, Beijing 100700, China
| | - Tianying Chang
- The Affiliated Hospital to Changchun University of Chinese Medicine, Changchun University of Chinese Medicine, Changchun, 130021, China
| | - Yunyun Zhao
- The Affiliated Hospital to Changchun University of Chinese Medicine, Changchun University of Chinese Medicine, Changchun, 130021, China
| | - Miao Yu
- The Affiliated Hospital to Changchun University of Chinese Medicine, Changchun University of Chinese Medicine, Changchun, 130021, China
| | - Jia Mi
- The Affiliated Hospital to Changchun University of Chinese Medicine, Changchun University of Chinese Medicine, Changchun, 130021, China
| | - Guoqiang Wang
- The Affiliated Hospital to Changchun University of Chinese Medicine, Changchun University of Chinese Medicine, Changchun, 130021, China
| | - Xiuge Wang
- The Affiliated Hospital to Changchun University of Chinese Medicine, Changchun University of Chinese Medicine, Changchun, 130021, China.
| | - Xing Liao
- Center for Evidence-based Chinese Medicine, Institute of Basic Research in Clinical Medicine, China Academy of Chinese Medical Sciences, Beijing 100700, China.
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Burton JO, Coats AJ, Kovesdy CP, Palmer BF, Piña IL, Rosano G, Sood MM, Zieroth S. An international Delphi consensus regarding best practice recommendations for hyperkalaemia across the cardiorenal spectrum. Eur J Heart Fail 2022; 24:1467-1477. [PMID: 35791065 PMCID: PMC9804940 DOI: 10.1002/ejhf.2612] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Accepted: 07/05/2022] [Indexed: 01/09/2023] Open
Abstract
AIMS Renin-angiotensin-aldosterone system inhibitors (RAASi) are guideline-recommended therapy for individuals with cardiorenal disease. They are associated with increased risk of hyperkalaemia, a common and life-threatening disorder for this population. RAASi-induced hyperkalaemia often leads to dose reduction or discontinuation, reducing cardiorenal protection. Guideline recommendations differ between specialties for the clinical management of hyperkalaemia. Using a modified Delphi method, we developed consensus recommendations for optimal management of hyperkalaemia in adults with cardiorenal disease. METHODS AND RESULTS An international steering group of cardiologists and nephrologists developed 39 statements regarding hyperkalaemia care, including risk factors and risk stratification, prevention, correction, and cross-specialty coordination. Consensus was determined by agreement on an online questionnaire administered to cardiorenal specialists across Europe and North America. The threshold for consensus agreement was established a priori by the steering group at 67%. Across November 2021, 520 responses were received from Canada (n = 50), France (n = 50), Germany (n = 54), Italy (n = 58), Spain (n = 57), the UK (n = 49), and the US (n = 202); 268 from cardiologists and 252 from nephrologists. Twenty-nine statements attained very high agreement (≥90%) and 10 attained high agreement (≥67%-<90%), with strong alignment between cardiologists and nephrologists. CONCLUSION A high degree of consensus regarding hyperkalaemia evaluation and management exists among healthcare professionals. Based on high levels of agreement, the steering group derived six key recommendations for hyperkalaemia prevention and management in people with cardiorenal disease. Future studies examining the quality of hyperkalaemia care delivery are required.
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Affiliation(s)
- James O. Burton
- Department of Cardiovascular SciencesUniversity of LeicesterLeicesterUK
| | | | | | - Biff F. Palmer
- University of Texas Southwestern Medical CenterDallasTXUSA
| | | | | | - Manish M. Sood
- Ottawa Hospital Research InstituteUniversity of OttawaOttawaOntarioCanada
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Yang B, Xu S, Wang D, Chen Y, Zhou Z, Shen C. ACEI/ARB Medication During ICU Stay Decrease All-Cause In-hospital Mortality in Critically Ill Patients With Hypertension: A Retrospective Cohort Study Based on Machine Learning. Front Cardiovasc Med 2022; 8:787740. [PMID: 35097006 PMCID: PMC8791359 DOI: 10.3389/fcvm.2021.787740] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2021] [Accepted: 12/07/2021] [Indexed: 01/08/2023] Open
Abstract
Background: Hypertension is a rather common comorbidity among critically ill patients and hospital mortality might be higher among critically ill patients with hypertension (SBP ≥ 140 mmHg and/or DBP ≥ 90 mmHg). This study aimed to explore the association between ACEI/ARB medication during ICU stay and all-cause in-hospital mortality in these patients. Methods: A retrospective cohort study was conducted based on data from Medical Information Mart for Intensive Care IV (MIMIC-IV) database, which consisted of more than 40,000 patients in ICU between 2008 and 2019 at Beth Israel Deaconess Medical Center. Adults diagnosed with hypertension on admission and those had high blood pressure (SBP ≥ 140 mmHg and/or DBP ≥ 90 mmHg) during ICU stay were included. The primary outcome was all-cause in-hospital mortality. Patients were divided into ACEI/ARB treated and non-treated group during ICU stay. Propensity score matching (PSM) was used to adjust potential confounders. Nine machine learning models were developed and validated based on 37 clinical and laboratory features of all patients. The model with the best performance was selected based on area under the receiver operating characteristic curve (AUC) followed by 5-fold cross-validation. After hyperparameter optimization using Grid and random hyperparameter search, a final LightGBM model was developed, and Shapley Additive exPlanations (SHAP) values were calculated to evaluate feature importance of each feature. The features closely associated with hospital mortality were presented as significant features. Results: A total of 15,352 patients were enrolled in this study, among whom 5,193 (33.8%) patients were treated with ACEI/ARB. A significantly lower all-cause in-hospital mortality was observed among patients treated with ACEI/ARB (3.9 vs. 12.7%) as well as a lower 28-day mortality (3.6 vs. 12.2%). The outcome remained consistent after propensity score matching. Among nine machine learning models, the LightGBM model had the highest AUC = 0.9935. The SHAP plot was employed to make the model interpretable based on LightGBM model after hyperparameter optimization, showing that ACEI/ARB use was among the top five significant features, which were associated with hospital mortality. Conclusions: The use of ACEI/ARB in critically ill patients with hypertension during ICU stay is related to lower all-cause in-hospital mortality, which was independently associated with increased survival in a large and heterogeneous cohort of critically ill hypertensive patients with or without kidney dysfunction.
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Affiliation(s)
- Boshen Yang
- Department of Cardiology, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai, China
| | - Sixuan Xu
- Intelligent Transportation Systems Research Center, School of Transportation, Southeast University, Nanjing, China
| | - Di Wang
- Department of Cardiology, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai, China
| | - Yu Chen
- Department of Cardiology, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai, China
| | - Zhenfa Zhou
- Department of Cardiology, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai, China
| | - Chengxing Shen
- Department of Cardiology, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai, China
- *Correspondence: Chengxing Shen
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Walther CP, Winkelmayer WC, Richardson PA, Virani SS, Navaneethan SD. Renin-angiotensin system blocker discontinuation and adverse outcomes in chronic kidney disease. Nephrol Dial Transplant 2021; 36:1893-1899. [PMID: 33367872 PMCID: PMC8633426 DOI: 10.1093/ndt/gfaa300] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2020] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Treatment with renin-angiotensin system inhibitors (RASIs), angiotensin-converting enzyme inhibitors (ACEIs) and angiotensin II receptor blockers (ARBs) is the standard of care for those with chronic kidney disease (CKD) and albuminuria. However, ACEI/ARB treatment is often discontinued for various reasons. We investigated the association of ACEI/ARB discontinuation with outcomes among US veterans with non-dialysis-dependent CKD. METHODS We performed a retrospective cohort study of patients in the Veterans Affairs healthcare system with non-dialysis-dependent CKD who subsequently were started on ACEI/ARB therapy (new user design). Discontinuation events were defined as a gap in ACEI/ARB therapy of ≥14 days and were classified further based on duration (14-30, 31-60, 61-90, 91-180 and >180 days). This was treated as a time-varying risk factor in adjusted Cox proportional hazards models for the outcomes of death and incident end-stage kidney disease (ESKD), which also adjusted for relevant confounders. RESULTS We identified 141 252 people with CKD and incident ACEI/ARB use who met the inclusion criteria; these were followed for a mean 4.87 years. There were 135 356 discontinuation events, 68 699 deaths and 6152 incident ESKD events. Discontinuation of ACEI/ARB was associated with a higher risk of death [hazard ratio (HR) 2.3, 2.0, 1.99, 1.92 and 1.74 for those discontinued for 14-30, 31-60, 61-90, 91-180 and >180 days, respectively]. Similar associations were noted between ACEI and ARB discontinuation and ESKD (HR 1.64, 1.47, 1.54, 1.65 and 1.59 for those discontinued for 14-30, 31-60, 61-90, 91-180 and >180 days, respectively). CONCLUSIONS In a cohort of predominantly male veterans with CKD Stages 3 and 4, ACEI/ARB discontinuation was independently associated with an increased risk of subsequent death and ESKD. This may be due to the severity of illness factors that drive the decision to discontinue therapy. Further investigations to determine the causes of discontinuations and to provide an evidence base for discontinuation decisions are needed.
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Affiliation(s)
- Carl P Walther
- Department of Medicine, Section of Nephrology, Baylor College of Medicine, Selzman Institute for Kidney Health, Houston, TX, USA
| | - Wolfgang C Winkelmayer
- Department of Medicine, Section of Nephrology, Baylor College of Medicine, Selzman Institute for Kidney Health, Houston, TX, USA
| | - Peter A Richardson
- Health Policy, Quality & Informatics Program, Michael E. DeBakey VA Medical Center Health Services Research & Development Center for Innovations, Houston, TX, USA
- Department of Medicine, Section of Health Services Research, Baylor College of Medicine, Houston, TX, USA
| | - Salim S Virani
- Health Policy, Quality & Informatics Program, Michael E. DeBakey VA Medical Center Health Services Research & Development Center for Innovations, Houston, TX, USA
- Department of Medicine, Section of Health Services Research, Baylor College of Medicine, Houston, TX, USA
- Section of Cardiology, Michael E. DeBakey Veterans Affairs Medical Center, Houston, TX, USA
- Department of Medicine, Section of Cardiovascular Research, Baylor College of Medicine, Houston, TX, USA
| | - Sankar D Navaneethan
- Department of Medicine, Section of Nephrology, Baylor College of Medicine, Selzman Institute for Kidney Health, Houston, TX, USA
- Section of Nephrology, Michael E. DeBakey Veterans Affairs Medical Center, Houston, TX, USA
- Institute of Clinical and Translational Research, Baylor College of Medicine, Houston, TX, USA
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9
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Valdivielso JM, Balafa O, Ekart R, Ferro CJ, Mallamaci F, Mark PB, Rossignol P, Sarafidis P, Del Vecchio L, Ortiz A. Hyperkalemia in Chronic Kidney Disease in the New Era of Kidney Protection Therapies. Drugs 2021; 81:1467-1489. [PMID: 34313978 DOI: 10.1007/s40265-021-01555-5] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/09/2021] [Indexed: 12/20/2022]
Abstract
Despite recent therapeutic advances, chronic kidney disease (CKD) is one of the fastest growing global causes of death. This illustrates limitations of current therapeutic approaches and, potentially, unidentified knowledge gaps. For decades, renin-angiotensin-aldosterone system (RAAS) blockers have been the mainstay of therapy for CKD. However, they favor the development of hyperkalemia, which is already common in CKD patients due to the CKD-associated decrease in urinary potassium (K+) excretion and metabolic acidosis. Hyperkalemia may itself be life-threatening as it may trigger potentially lethal arrhythmia, and additionally may limit the prescription of RAAS blockers and lead to low-K+ diets associated to low dietary fiber intake. Indeed, hyperkalemia is associated with adverse kidney, cardiovascular, and survival outcomes. Recently, novel kidney protective therapies, ranging from sodium/glucose cotransporter 2 (SGLT2) inhibitors to new mineralocorticoid receptor antagonists have shown efficacy in clinical trials. Herein, we review K+ pathophysiology and the clinical impact and management of hyperkalemia considering these developments and the availability of the novel K+ binders patiromer and sodium zirconium cyclosilicate, recent results from clinical trials targeting metabolic acidosis (sodium bicarbonate, veverimer), and an increasing understanding of the role of the gut microbiota in health and disease.
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Affiliation(s)
- José M Valdivielso
- Vascular and Renal Translational Research Group, UDETMA, REDinREN del ISCIII, IRBLleida, Lleida, Spain.
| | - Olga Balafa
- Department of Nephrology, University Hospital of Ioannina, Ioannina, Greece
| | - Robert Ekart
- Clinic for Internal Medicine, Department of Dialysis, University Medical Center Maribor, Maribor, Slovenia
| | - Charles J Ferro
- Department of Renal Medicine, University Hospitals Birmingham, Edgbaston, Birmingham, UK
| | - Francesca Mallamaci
- CNR-IFC, Clinical Epidemiology and Pathophysiology of Hypertension and Renal Diseases, Ospedali Riuniti, 89124, Reggio Calabria, Italy
| | - Patrick B Mark
- Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, UK
| | - Patrick Rossignol
- Inserm 1433 CIC-P CHRU de Nancy, Inserm U1116 and FCRIN INI-CRCT, Université de Lorraine, Nancy, France
| | - Pantelis Sarafidis
- Department of Nephrology, Hippokration Hospital, Aristotle University of Thessaloniki, Thessaloníki, Greece
| | - Lucia Del Vecchio
- Department of Nephrology and Dialysis, Sant'Anna Hospital, ASST Lariana, Como, Italy
| | - Alberto Ortiz
- School of Medicine, IIS-Fundacion Jimenez Diaz, University Autonoma of Madrid, FRIAT and REDINREN, Madrid, Spain
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10
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Clark-Cutaia MN, Townsend RR. Therapeutic Options to Improve Cardiovascular Outcomes with Long-Term Hemodialysis. Clin J Am Soc Nephrol 2021; 16:511-513. [PMID: 33782038 PMCID: PMC8092051 DOI: 10.2215/cjn.02010221] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Affiliation(s)
| | - Raymond R. Townsend
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
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11
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Dashputre AA, Potukuchi PK, Sumida K, Kar S, Obi Y, Thomas F, Molnar MZ, Streja E, Kalantar-Zadeh K, Kovesdy CP. Predialysis Potassium Variability and Postdialysis Mortality in Patients With Advanced CKD. Kidney Int Rep 2021; 6:366-380. [PMID: 33615062 PMCID: PMC7879127 DOI: 10.1016/j.ekir.2020.11.022] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2020] [Revised: 11/12/2020] [Accepted: 11/17/2020] [Indexed: 11/19/2022] Open
Abstract
Introduction Patients with advanced non–dialysis-dependent chronic kidney disease (NDD-CKD) are prone to potassium (K) imbalances due to reduced kidney function. Both hypo- and hyperkalemia are associated with increased mortality; however, it is unclear if K variability before dialysis initiation is associated with outcomes after dialysis initiation. Methods We identified 34,167 US veterans with advanced NDD-CKD transitioning to dialysis between October 1, 2007, through March 31, 2015, who had at least 1 K measurement each year over a 3-year period before transition (3-year prelude). For each patient, a linear mixed-effects model was used to regress K over time (in years) over the 3-year prelude to derive K variability (square root of the average squared distance between the observed and estimated K). The main outcomes of interest were 6-month all-cause and cardiovascular mortality after dialysis initiation. Multivariable Cox and Fine-Gray competing risk regression adjusted for 3-year prelude K intercept, K slope (per year), demographics, smoking status, comorbidities, length of hospitalizations, body mass index, vascular access type, medications, average estimated glomerular filtration rate, and number of K measurements over the 3-year prelude were used to assess the association of K variability (expressed as quartiles) with all-cause and cardiovascular mortality, respectively. Results Higher prelude K variability was associated with higher multivariable-adjusted risk of all-cause mortality but not cardiovascular mortality (adjusted hazard/subhazard ratios [95% confidence interval] for highest quartile [vs. lowest] of K variability, 1.14 [1.03–1.25] and 0.99 [0.85–1.16] for all-cause and cardiovascular mortality, respectively). Conclusion Higher K variability is associated with higher all-cause mortality after dialysis initiation.
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Affiliation(s)
- Ankur A. Dashputre
- Institute for Health Outcomes and Policy, College of Graduate Health Sciences, University of Tennessee Health Science Center, Memphis, TN, USA
- Division of Nephrology, Department of Medicine, University of Tennessee Health Science Center, Memphis, TN, USA
| | - Praveen K. Potukuchi
- Institute for Health Outcomes and Policy, College of Graduate Health Sciences, University of Tennessee Health Science Center, Memphis, TN, USA
- Division of Nephrology, Department of Medicine, University of Tennessee Health Science Center, Memphis, TN, USA
| | - Keiichi Sumida
- Division of Nephrology, Department of Medicine, University of Tennessee Health Science Center, Memphis, TN, USA
| | - Suryatapa Kar
- Division of Nephrology, Department of Medicine, University of Tennessee Health Science Center, Memphis, TN, USA
| | - Yoshitsugu Obi
- Division of Nephrology, Department of Medicine, University of Tennessee Health Science Center, Memphis, TN, USA
| | - Fridtjof Thomas
- Division of Biostatistics, Department of Preventive Medicine, College of Medicine, University of Tennessee Health Science Center, Memphis, TN, USA
| | - Miklos Z. Molnar
- Division of Nephrology & Hypertension, Department of Medicine, University of Utah, Salt Lake City, UT, USA
| | - Elani Streja
- Harold Simmons Center for Chronic Disease Research and Epidemiology, Division of Nephrology and Hypertension, University of California-Irvine, Orange, CA, USA
| | - Kamyar Kalantar-Zadeh
- Harold Simmons Center for Chronic Disease Research and Epidemiology, Division of Nephrology and Hypertension, University of California-Irvine, Orange, CA, USA
| | - Csaba P. Kovesdy
- Division of Nephrology, Department of Medicine, University of Tennessee Health Science Center, Memphis, TN, USA
- Nephrology Section, Memphis VA Medical Center, Memphis, TN, USA
- Correspondence: Csaba P.Kovesdy, Nephrology Section, Memphis VA Medical Center, 1030 Jefferson Avenue, Memphis, Tennessee 38104, United States.
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