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Yang IN, Liu CF, Chien CC, Wang HY, Wang JJ, Shen YT, Chen CC. Personalized prediction of intradialytic hypotension in clinical practice: Development and evaluation of a novel AI dashboard incorporating risk factors from previous and current dialysis sessions. Int J Med Inform 2024; 190:105538. [PMID: 38968689 DOI: 10.1016/j.ijmedinf.2024.105538] [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: 04/11/2023] [Revised: 10/18/2023] [Accepted: 07/01/2024] [Indexed: 07/07/2024]
Abstract
BACKGROUND Intradialytic hypotension (IDH) is one of the most common and critical complications of hemodialysis. Despite many proven factors associated with IDH, accurately predicting it before it occurs for individual patients during dialysis sessions remains a challenge. PURPOSE To establish artificial intelligence (AI) predictive models for IDH, which consider risk factors from previous and ongoing dialysis to optimize model performance. We then implement a novel digital dashboard with the best model for continuous monitoring of patients' status undergoing hemodialysis. The AI dashboard can display the real-time probability of IDH for each patient in the hemodialysis center providing an objective reference for care members for monitoring IDH and treating it in advance. METHODS Eight machine learning (ML) algorithms, including Logistic Regression (LR), Random Forest (RF), Support Vector Machine (SVM), K Nearest Neighbor (KNN), Light Gradient Boosting Machine (LightGBM), Multilayer Perception (MLP), eXtreme Gradient Boosting (XGBoost), and NaiveBayes, were used to establish the predictive model of IDH to determine if the patient will acquire IDH within 60 min. In addition to real-time features, we incorporated several features sourced from previous dialysis sessions to improve the model's performance. The electronic medical records of patients who had undergone hemodialysis at Chi Mei Medical Center between September 1, 2020 and December 31, 2020 were included in this research. Impact evaluation of AI assistance was conducted by IDH rate. RESULTS The results showed that the XGBoost model had the best performance (accuracy: 0.858, sensitivity: 0.858, specificity: 0.858, area under the curve: 0.936) and was chosen for AI dashboard implementation. The care members were delighted with the dashboard providing real-time scientific probabilities for IDH risk and historic predictive records in a graphic style. Other valuable functions were appended in the dashboard as well. Impact evaluation indicated a significant decrease in IDH rate after the application of AI assistance. CONCLUSION This AI dashboard provides high-quality results in IDH risk prediction during hemodialysis. High-risk patients for IDH will be recognized 60 min earlier, promoting individualized preventive interventions as part of the treatment plan. Our approachis believed to promise an excellent way for IDH management.
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Affiliation(s)
- I-Ning Yang
- Division of Nephrology, Department of Internal Medicine, Chi Mei Medical Center, Tainan, Taiwan; Institute of Clinical Pharmacy and Pharmaceutical Sciences, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Chung-Feng Liu
- Department of Medical Research, Chi Mei Medical Center, Tainan, Taiwan.
| | - Chih-Chiang Chien
- Division of Nephrology, Department of Internal Medicine, Chi Mei Medical Center, Tainan, Taiwan
| | - Hsien-Yi Wang
- Division of Nephrology, Department of Internal Medicine, Chi Mei Medical Center, Tainan, Taiwan; Department of Sport Management, College of Leisure and Recreation Management, Chia Nan University of Pharmacy and Science, Tainan City, Taiwan
| | - Jhi-Joung Wang
- Department of Anesthesiology, Chi Mei Medical Center, Tainan, Taiwan
| | - Yu-Ting Shen
- Department of Medical Research, Chi Mei Medical Center, Tainan, Taiwan
| | - Chia-Chun Chen
- Department of Information Systems, Chi Mei Medical Center, Liouying Tainan, Taiwan.
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Kamei K, Yamada S, Hashimoto K, Konta T, Hamano T, Fukagawa M. The impact of low and high dialysate calcium concentrations on cardiovascular disease and death in patients undergoing maintenance hemodialysis: a systematic review and meta-analysis. Clin Exp Nephrol 2024; 28:557-570. [PMID: 38396314 DOI: 10.1007/s10157-024-02460-3] [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: 11/19/2023] [Accepted: 01/08/2024] [Indexed: 02/25/2024]
Abstract
BACKGROUND The optimal dialysate calcium (Ca) concentration for patients undergoing hemodialysis remains inconclusive, particularly concerning cardiovascular protection. METHODS We conducted a systematic review of 19 randomized controlled trials (RCTs) and a meta-analysis of eight RCTs to determine the optimal dialysate Ca concentration for cardiovascular protection. We compared outcomes in patients receiving maintenance hemodialysis treated with either a low-Ca dialysate (LCD) (1.125 or 1.25 mmol/L) or a high-Ca dialysate (HCD) (1.5 or 1.75 mmol/L). The outcomes were coronary artery calcification score (CACS), all-cause and cardiovascular death, cardiovascular function and structure, and serum biochemical parameters. RESULTS There was no significant difference between LCD and HCD concerning CACS (standardized mean difference [SMD] = -0.16, 95% confidence interval [CI]: [-0.38, 0.07]), the risk of all-cause death, and cardiovascular death in patients treated with chronic maintenance hemodialysis. Conversely, LCD was associated with a significantly lower intima-media thickness (SMD = -0.49, 95% CI [-0.94, -0.05]) and pulse wave velocity than HCD (SMD = -0.86, 95% CI [-1.21, -0.51]). Furthermore, LCD significantly decreased serum Ca levels (mean difference [MD] = 0.52 mg/dL, 95% CI [0.19, 0.85]) and increased serum parathyroid hormone levels (MD = 44.8 pg/mL, 95% CI [16.2, 73.3]) compared with HCD. Notably, most RCTs examined in our analysis did not include patients receiving calcimimetics. CONCLUSIONS Our meta-analysis showed no significant differences in cardiovascular calcification and death between LCD and HCD and revealed a paucity of RCTs on dialysate Ca concentrations, including those involving patients on calcimimetics, indicating the urgent need for further studies.
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Affiliation(s)
- Keita Kamei
- Department of Cardiology, Pulmonology, and Nephrology, Yamagata University School of Medicine, 2-2-2 Iida-Nishi, Yamagata, 990-9585, Japan.
| | - Shunsuke Yamada
- Department of Medicine and Clinical Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Koji Hashimoto
- Department of Nephrology, Shinshu University School of Medicine, Matsumoto, Japan
| | - Tsuneo Konta
- Department of Public Health and Hygiene, Yamagata University School of Medicine, Yamagata, Japan
| | - Takayuki Hamano
- Department of Nephrology, Nagoya City University Graduate School of Medicine, Nagoya, Japan
| | - Masafumi Fukagawa
- Division of Nephrology, Endocrinology and Metabolism, Tokai University School of Medicine, Isehara, Japan
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Huang JC, Tsai YC, Wu PY, Lien YH, Chien CY, Kuo CF, Hung JF, Chen SC, Kuo CH. Predictive modeling of blood pressure during hemodialysis: a comparison of linear model, random forest, support vector regression, XGBoost, LASSO regression and ensemble method. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2020; 195:105536. [PMID: 32485511 DOI: 10.1016/j.cmpb.2020.105536] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/21/2019] [Revised: 04/30/2020] [Accepted: 05/08/2020] [Indexed: 06/11/2023]
Abstract
BACKGROUND Intradialytic hypotension (IDH) is commonly occurred and links to higher mortality among patients undergoing hemodialysis (HD). Its early prediction and prevention will dramatically improve the quality of life. However, predicting the occurrence of IDH clinically is not simple. The aims of this study are to develop an intelligent system with capability of predicting blood pressure (BP) during HD, and to further compare different machine learning algorithms for next systolic BP (SBP) prediction. METHODS This study presented comprehensive comparisons among linear regression model, least absolute shrinkage and selection operator (LASSO), tree-based ensemble machine learning models (random forest [RF] and extreme gradient boosting [XGBoost]), and support vector regression to predict the BP during HD treatment based on 200 and 48 maintenance HD patients containing a total of 7,180 and 2,065 BP records for the training and test dataset, respectively. Ensemble method also was computed to obtain better predictive performance. We compared the developed models based on R2, root mean square error (RMSE) and mean absolute error (MAE). RESULTS We found that RF (R2=0.95, RMSE=6.64, MAE=4.90) and XGBoost (R2=1.00, RMSE=1.83, MAE=1.29) had comparable predictive performance on the training dataset. However, RF (R2=0.49, RMSE=16.24, MAE=12.14) had more accurate than XGBoost (R2=0.41, RMSE=17.65, MAE=13.47) on testing dataset. Among these models, the ensemble method (R2=0.50, RMSE=16.01, MAE=11.97) had the best performance on testing dataset for next SBP prediction. CONCLUSIONS We compared five machine learning and an ensemble method for next SBP prediction. Among all studied algorithms, the RF and the ensemble method have the better predictive performance. The prediction models using ensemble method for intradialytic BP profiling may be able to assist the HD staff or physicians in individualized care and prompt intervention for patients' safety and improve care of HD patients.
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Affiliation(s)
- Jiun-Chi Huang
- Department of Internal Medicine, Kaohsiung Municipal Siaogang Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan; Division of Nephrology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan; Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan; Graduate Institute of Clinical Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Yi-Chun Tsai
- Division of Nephrology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan; Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Pei-Yu Wu
- Department of Internal Medicine, Kaohsiung Municipal Siaogang Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan; Division of Nephrology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan; Graduate Institute of Clinical Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | | | | | - Chih-Feng Kuo
- Graduate Institute of Science Education and Environmental Education, National Kaohsiung Normal University, Kaohsiung, Taiwan
| | - Jeng-Fung Hung
- Graduate Institute of Science Education and Environmental Education, National Kaohsiung Normal University, Kaohsiung, Taiwan
| | - Szu-Chia Chen
- Department of Internal Medicine, Kaohsiung Municipal Siaogang Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan; Division of Nephrology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan; Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan.
| | - Chao-Hung Kuo
- Department of Internal Medicine, Kaohsiung Municipal Siaogang Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan; Division of Gastroenterology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan; Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan.
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Influencia de la concentración de calcio en el líquido de hemodiálisis sobre el control de la tensión arterial. Nefrologia 2019; 39:44-49. [DOI: 10.1016/j.nefro.2018.04.008] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2017] [Revised: 10/16/2017] [Accepted: 04/04/2018] [Indexed: 11/22/2022] Open
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Bentata Y, El Maghraoui H, Benabdelhak M, Haddiya I. Management of hypercalcaemic crisis in adults: Current role of renal replacement therapy. Am J Emerg Med 2018; 36:1053-1056. [PMID: 29631925 DOI: 10.1016/j.ajem.2018.03.011] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2018] [Revised: 02/25/2018] [Accepted: 03/06/2018] [Indexed: 11/16/2022] Open
Abstract
Neoplasms and hematologic diseases are the predominant etiologies of hypercalcemic crisis in adults and the immediate treatment is mainly medical and symptomatic. The use of renal replacement therapy (RRT) is often necessary to correct the hypercalcemia, uremia and electrolyte disturbances related to Acute Kidney Injury (AKI). The aim of this work was to determine the etiologies and the place of RRT in treating patients with hypercalcaemic crisis. We conducted a retrospective study for 36months at the Nephrology Unit, University Hospital, Oujda, eastern of Morocco. We included all adult patients diagnosed with hypercalcemic crisis that was defined as corrected total serum calcium of >3.5mmol/l. RESULTS 12 patients were collected. All patients were female and 5 patients were elderly (≥65years). Three patients had a serum calcium value of >4mmol/l and the highest calcium value was 5.8mmol/l. Electrocardiographic abnormalities were observed in 8 cases. AKI was observed in 8 cases. Three patients had chronic kidney disease on hemodialysis. Neoplasm was noted in 9 cases. All patients received venous rehydration, glucocorticoids and biphosphonates. The use of RRT with low calcium dialysate was performed in 11 cases. Three patients died during the first 24h of hospitalization. CONCLUSION RRT must play its full role as first line treatment of hypercalcemia crisis. Improvements in hemodialysis techniques and the use of low calcium or calcium-free dialysates currently allows this therapeutic measure to be prescribed safely, and the benefit-risk balance is positive for the great benefit provided by dialysis.
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Affiliation(s)
- Yassamine Bentata
- Nephrology unit, University Hospital Mohammed VI, University Mohammed the First, Oujda, Morocco; Laboratory of Epidemiology, Clinical Research and Public Health, Medical School, University Mohammed The First, Oujda, Morocco.
| | - H El Maghraoui
- Nephrology unit, University Hospital Mohammed VI, University Mohammed the First, Oujda, Morocco
| | - M Benabdelhak
- Nephrology unit, University Hospital Mohammed VI, University Mohammed the First, Oujda, Morocco
| | - I Haddiya
- Nephrology unit, University Hospital Mohammed VI, University Mohammed the First, Oujda, Morocco
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Chou JA, Kalantar-Zadeh K, Mathew AT. A brief review of intradialytic hypotension with a focus on survival. Semin Dial 2017; 30:473-480. [PMID: 28661565 PMCID: PMC5738929 DOI: 10.1111/sdi.12627] [Citation(s) in RCA: 72] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Intradialytic hypotension (IDH), a common complication of ultrafiltration during hemodialysis therapy, is associated with high mortality and morbidity. IDH, defined as a nadir systolic blood pressure of less than 90 mm Hg on more than 30% of treatments, is a relevant definition and is correlated with mortality. Risk factors for IDH include patient demographics, anti-hypertensive medication use, larger interdialytic weight gain, and dialysis prescription features as dialysate sodium, high ultrafiltration rate, and dialysate temperature. A high frequency of IDH events carries a substantial death risk. An ultrafiltration rate >10 mL/h/kg, and even more so >13 mL/h/kg, is highly predictive of cardiovascular and all-cause mortality. Evidence suggests that IDH causes acute reversible segmental myocardial hypoperfusion and contractile dysfunction (myocardial stunning), which can result in long-term loss of myocardial contractility, leading to premature death. IDH also has negative end-organ effects on the brain and gut, contributing to mortality through stroke, and endotoxin translocation with associated inflammation and protein-energy wasting. Given strong association of IDH and dialysis mortality, a paradigm shift to its approach is urgently needed. Randomized controlled trials are required to prospectively test drugs and monitoring devices which may reduce IDH.
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Affiliation(s)
- Jason A Chou
- Division of Nephrology and Hypertension, Harold Simmons Center for Kidney Disease Research and Epidemiology, Los Angeles, CA, USA
| | - Kamyar Kalantar-Zadeh
- Division of Nephrology and Hypertension, Harold Simmons Center for Kidney Disease Research and Epidemiology, Los Angeles, CA, USA
- Fielding School of Public Health at UCLA, Los Angeles, CA, USA
- Los Angeles Biomedical Research Institute at Harbor-UCLA, Torrance, CA, USA
| | - Anna T Mathew
- Division of Nephrology, Northwell Health, Great Neck, NY, USA
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Poulin A, Bellemare PL, Fortier C, Mac-Way F, Desmeules S, Marquis K, Gaudreault V, Lebel M, Agharazii M. Acute effects of cinacalcet on arterial stiffness and ventricular function in hemodialysis patients: A randomized double-blinded crossover study. Medicine (Baltimore) 2017; 96:e6912. [PMID: 28538380 PMCID: PMC5457860 DOI: 10.1097/md.0000000000006912] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
BACKGROUND Serum calcium concentration (Ca) plays an essential role in a vascular muscle tone and myocardial contractility. Previously, we showed that acutely lowering Ca by hemodialysis reduced arterial stiffness. Cinacalcet is a calcimimetic that lowers Ca and parathyroid hormone (PTH). The aim of the present study was to examine whether acute lowering of Ca by cinacalcet improves vascular stiffness and myocardial diastolic dysfunction. METHOD This is a double-blinded randomized placebo-controlled crossover study that included 21 adult patients with end-stage kidney disease undergoing chronic hemodialysis. Subjects were assigned to placebo-cinacalcet (30 mg) or cinacalcet-placebo sequence. After each treatment period (7 days), aortic, brachial, and carotid stiffness were determined by examining carotid-femoral pulse wave velocity (cf-PWV), carotid-radial PWV (cr-PWV), and carotid distension. A central pulse wave profile was determined by radial artery tonometry and cardiac function was evaluated by echocardiography. RESULTS Cinacalcet reduced PTH (483 [337-748] to 201 [71-498] ng/L, P < .001) and ionized Ca (1.11 [1.08-1.15] to 1.05 [1.00-1.10] mmol/L, P = .04). Cinacalcet did not reduced cf-PWV significantly (12.2 [10.4-15.4] to 12.2 [11.0-14.6] m/s, P = .16). After adjustments for mean blood pressure, sequence, carryover, and treatment effects, cf-PWV was not significantly lowered by cinacalcet (-0.35 m/s, P = .139). There were no significant changes in central blood pressures, brachial and carotid stiffness, and echocardiographic parameters. CONCLUSION In this study, 30 mg daily cinacalcet for 1 week did not have any significant impact on peripheral and central blood pressures, arterial stiffness parameters, or cardiac function (NCT01250405).
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Affiliation(s)
- Aurélie Poulin
- CHU de Québec Research Center, L’Hôtel-Dieu de Québec Hospital
- Department of Medicine, Faculty of Medicine, Université Laval, Québec, QC, Canada
| | - Pierre-Luc Bellemare
- CHU de Québec Research Center, L’Hôtel-Dieu de Québec Hospital
- Department of Medicine, Faculty of Medicine, Université Laval, Québec, QC, Canada
| | - Catherine Fortier
- CHU de Québec Research Center, L’Hôtel-Dieu de Québec Hospital
- Department of Medicine, Faculty of Medicine, Université Laval, Québec, QC, Canada
| | - Fabrice Mac-Way
- CHU de Québec Research Center, L’Hôtel-Dieu de Québec Hospital
- Department of Medicine, Faculty of Medicine, Université Laval, Québec, QC, Canada
| | - Simon Desmeules
- CHU de Québec Research Center, L’Hôtel-Dieu de Québec Hospital
- Department of Medicine, Faculty of Medicine, Université Laval, Québec, QC, Canada
| | - Karine Marquis
- CHU de Québec Research Center, L’Hôtel-Dieu de Québec Hospital
| | - Valérie Gaudreault
- CHU de Québec Research Center, L’Hôtel-Dieu de Québec Hospital
- Department of Medicine, Faculty of Medicine, Université Laval, Québec, QC, Canada
| | - Marcel Lebel
- CHU de Québec Research Center, L’Hôtel-Dieu de Québec Hospital
- Department of Medicine, Faculty of Medicine, Université Laval, Québec, QC, Canada
| | - Mohsen Agharazii
- CHU de Québec Research Center, L’Hôtel-Dieu de Québec Hospital
- Department of Medicine, Faculty of Medicine, Université Laval, Québec, QC, Canada
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Masterson R, Blair S, Polkinghorne KR, Lau KK, Lian M, Strauss BJ, Morgan JG, Kerr P, Toussaint ND. Low versus high dialysate calcium concentration in alternate night nocturnal hemodialysis: A randomized controlled trial. Hemodial Int 2016; 21:19-28. [PMID: 27364375 DOI: 10.1111/hdi.12452] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
INTRODUCTION Higher calcium dialysate is recommended for quotidian nocturnal hemodialysis (NHD) (≥6 nights/week) to maintain bone health. It is unclear what the optimal calcium dialysate concentration should be for alternate night NHD. We aimed to determine the effect of low calcium (LC) versus high calcium (HC) dialysate on cardiovascular and bone parameters in this population. METHODS A randomized controlled trial where participants were randomized to LC (1.3 mmol/L, n = 24) or HC dialysate (1.6 or 1.75 mmol/L, n = 26). Primary outcome was change in mineral metabolism markers. Secondary outcomes included change in vascular calcification (VC) scores [CT abdominal aorta (AA) and superficial femoral arteries (SFA)), pulse wave velocity (PWV), bone mineral density (BMD) and left ventricular mass index (LVMI) over 12 months. FINDINGS In the LC group, pre-dialysis ionised calcium decreased -0.12 mmol/L (-0.18-0.06, P = 0.0001) and PTH increased 16 pmol/L (3.5-28.5, p = 0.01) from baseline to 12 months with no significant change in the HC group. In both groups, there was no progression of VC in AA or SFA and no change in PWV, LVMI or BMD. At 12 months, calcimimetics were prescribed in a higher percentage in the LC vs. HC groups (45.5% vs. 10.5%) with a lower proportion of the HC group being prescribed calcitriol (31.5% vs. 72%). DISCUSSION Although dialysate calcium prescription influenced biochemical parameters it was not associated with difference in progression of VC between HC and LC groups. An important finding was the potential impact of alternate night NHD in attenuating progression of VC and inducing stabilisation of LVMI and PWV.
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Affiliation(s)
- Rosemary Masterson
- Department of Nephrology, The Royal Melbourne Hospital, Parkville, Victoria, Australia.,Department of Medicine, University of Melbourne, Parkville, Victoria, Australia
| | - Susan Blair
- Department of Nephrology, Monash Medical Centre, Clayton, Victoria, Australia
| | - Kevan R Polkinghorne
- Department of Nephrology, Monash Medical Centre, Clayton, Victoria, Australia.,Department of Medicine, Monash University, Clayton, Victoria, Australia
| | - Kenneth K Lau
- Department of Radiology, Monash Medical Centre, Clayton, Victoria, Australia
| | - Michael Lian
- Department of Nephrology, The Royal Melbourne Hospital, Parkville, Victoria, Australia
| | - Boyd J Strauss
- Department of Medicine, Monash University, Clayton, Victoria, Australia
| | - John G Morgan
- Department of Cardiology, The Royal Melbourne Hospital, Parkville, Victoria, Australia
| | - Peter Kerr
- Department of Nephrology, Monash Medical Centre, Clayton, Victoria, Australia.,Department of Medicine, Monash University, Clayton, Victoria, Australia
| | - Nigel D Toussaint
- Department of Nephrology, The Royal Melbourne Hospital, Parkville, Victoria, Australia.,Department of Medicine, University of Melbourne, Parkville, Victoria, Australia
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Abstract
PURPOSE OF REVIEW The optimal dialysate calcium concentration (DCC) in hemodialysis patients is still debated. Strategies have varied over time due to developments in the treatments available for mineral metabolism disorders and our increasing knowledge of bone and vascular diseases. International recommendations [Kidney Disease Outcomes Quality Initiative (KDIGO) and European Best Practice Guidelines] urge for DCC individualization in order to meet the patient's specific needs whenever possible. In this review, we aim to discuss the pros and cons of individualizing the DCC in hemodialysis patients. RECENT FINDINGS Different regions of the world have various strategies with respect to DCCs. Decreasing the DCC slightly reduces calcemia, but mainly stimulates parathyroid hormone secretion and bone turnover. Conversely, increasing the DCC increases calcemia slightly and reduces parathyroid hormone secretion and bone turnover markedly. Furthermore, higher DCCs favor hemodynamic stability and can prevent ventricular arrhythmias. The impact of DCC individualization on survival rate or cardiovascular calcification progression has not been evaluated. SUMMARY Individualizing DCC appears to be useful but requires time, a clear defined strategy, and close biological monitoring. Even though some studies have shown that using individualized DCCs of 1.25 or 1.75 mmol/l is not harmful, the real benefits of this strategy need to be assessed in a large, multicentric trial.
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Langote A, Ahearn M, Zimmerman D. Dialysate Calcium Concentration, Mineral Metabolism Disorders, and Cardiovascular Disease: Deciding the Hemodialysis Bath. Am J Kidney Dis 2015; 66:348-58. [PMID: 25958080 DOI: 10.1053/j.ajkd.2015.02.336] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2014] [Accepted: 02/04/2015] [Indexed: 11/11/2022]
Abstract
Patients with end-stage kidney disease treated with dialysis are at increased risk to experience fractures and cardiovascular events than similar-aged people from the general population. The enhanced risk for these outcomes in dialysis patients is not completely explained by traditional risk factors for osteoporosis and cardiovascular disease. Mineral metabolism abnormalities are almost universal by the time patients require dialysis therapy, with most patients having some type of renal osteodystrophy and vascular calcification. These abnormalities have been linked to adverse skeletal and cardiovascular events. However, it has become clear that the treatment regimens used to modify the serum calcium, phosphate, and parathyroid hormone levels almost certainly contribute to the poor outcomes for dialysis patients. In this article, we focus on one aspect of mineral metabolism management; dialysate calcium concentration and the relationships among dialysate calcium concentrations, mineral and bone disorder, and cardiovascular disease in hemodialysis patients.
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Affiliation(s)
- Amit Langote
- Division of Nephrology, Department of Medicine, University of Ottawa, Ottawa Hospital, Ottawa, Ontario, Canada
| | - Micayla Ahearn
- Department of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Deborah Zimmerman
- Division of Nephrology, Department of Medicine, University of Ottawa, Ottawa Hospital, Ottawa, Ontario, Canada; Kidney Research Centre, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada.
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Mateus-Hamdan L, Beauchet O, Rolland Y, Schott AM, Annweiler C. Association of calcium concentration with pulse pressure in older women: data from a large population-based multicentric study. J Nutr Health Aging 2014; 18:323-9. [PMID: 24626762 DOI: 10.1007/s12603-013-0412-1] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
OBJECTIVE High arterial pulse pressure is a predictor of cardiovascular morbimortality. Mineral metabolism has been associated with blood pressure regulation. Our objective was to determine which variable among serum calcium, parathyroid hormone and 25-hydroxyvitamin D concentrations, was associated with pulse pressure among older adults. DESIGN Cross-sectional study corresponding to the baseline assessment of the EPIDOS study. SETTING Five French cities including Amiens, Lyon, Montpellier, Paris and Toulouse. PARTICIPANTS Randomized sample of 610 community-dwelling older women (mean age 80.2±3.5years) using no antihypertensive drugs. MEASUREMENTS Serum calcium, parathyroid hormone and 25-hydroxyvitamin D concentrations; supine pulse pressure after 15 minutes of rest (hypertension defined as pulse pressure >50mmHg). Age, body mass index, the number of morbidities and of drugs daily taken, diabetes mellitus, dysthyroidy, the use of estrogenic drugs, smoking, alcohol consumption, practice of a regular physical activity, creatinine clearance, and the effects of season and study centers were used as potential confounders. RESULTS Hypertensive participants (n=539) had higher calcium concentrations than normotensive ones (94.33±4.12mg/L versus 93.28±3.36mg/L respectively, P=0.040). There were no between-group differences for serum parathyroid hormone and 25-hydroxyvitamin D concentrations. The multiple logistic regressions examining the serum calcium, parathyroid hormone and 25-hydroxyvitamin D concentrations as predictors of hypertension found an association only with calcium (adjusted odds ratio=1.19, P=0.015), but not with parathyroid hormone (adjusted OR=1.01, P=0.349) or 25-hydroxyvitamin D concentration (adjusted OR=0.99, P=0.971). CONCLUSION Increased serum calcium concentration was independently and positively associated with high pulse pressure in our study, possibly due to increased arterial stiffness. Interventions aimed at normalizing calcaemia may be attractive to prevent hypertension and cardiovascular risk in older adults.
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Affiliation(s)
- L Mateus-Hamdan
- C. Annweiler, MD, PhD, Department of Neuroscience, Division of Geriatric Medicine, Angers University Hospital, 49933 Angers Cedex 9, France; E-mail: ; Phone: ++33 2 41 35 54 86; Fax: ++33 2 41 35 48 94
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Mac-Way F, Leboeuf A, Agharazii M. Arterial stiffness and dialysis calcium concentration. Int J Nephrol 2011; 2011:839793. [PMID: 21603117 PMCID: PMC3097079 DOI: 10.4061/2011/839793] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2010] [Accepted: 03/02/2011] [Indexed: 01/21/2023] Open
Abstract
Arterial stiffness is the major determinant of isolated systolic hypertension and increased pulse pressure. Aortic stiffness is also associated with increased cardiovascular morbidity and mortality in patients with chronic kidney disease, hypertension, and general population. Hemodynamically, arterial stiffness results in earlier aortic pulse wave reflection leading to increased cardiac workload and decreased myocardial perfusion. Although the clinical consequence of aortic stiffness has been clearly established, its pathophysiology in various clinical conditions still remains poorly understood. The aim of the present paper is to review the studies that have looked at the impact of dialysis calcium concentration on arterial stiffness. Overall, the results of small short-term studies suggest that higher dialysis calcium is associated with a transient but significant increase in arterial stiffness. This calcium dependant increase in arterial stiffness is potentially explained by increased vascular smooth muscle tone of the conduit arteries and is not solely explained by changes in mean blood pressure. However, the optimal DCa remains to be determined, and long term studies are required to evaluate its impact on the progression of arterial stiffness.
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Affiliation(s)
- Fabrice Mac-Way
- Division of Nephrology and Research Center of CHUQ, L'Hôtel Dieu de Québec Hospital and Faculty of Medicine, Laval University, Quebec, QC, Canada G1R 2J6
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LeBoeuf A, Mac-Way F, Utescu MS, De Serres SA, Douville P, Desmeules S, Lebel M, Agharazii M. Impact of dialysate calcium concentration on the progression of aortic stiffness in patients on haemodialysis. Nephrol Dial Transplant 2011; 26:3695-701. [DOI: 10.1093/ndt/gfr138] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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Moe SM, Zidehsarai MP, Chambers MA, Jackman LA, Radcliffe JS, Trevino LL, Donahue SE, Asplin JR. Vegetarian compared with meat dietary protein source and phosphorus homeostasis in chronic kidney disease. Clin J Am Soc Nephrol 2011; 6:257-64. [PMID: 21183586 PMCID: PMC3052214 DOI: 10.2215/cjn.05040610] [Citation(s) in RCA: 340] [Impact Index Per Article: 26.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2010] [Accepted: 09/08/2010] [Indexed: 12/14/2022]
Abstract
BACKGROUND AND OBJECTIVES Patients with advanced chronic kidney disease (CKD) are in positive phosphorus balance, but phosphorus levels are maintained in the normal range through phosphaturia induced by increases in fibroblast growth factor-23 (FGF23) and parathyroid hormone (PTH). This provides the rationale for recommendations to restrict dietary phosphate intake to 800 mg/d. However, the protein source of the phosphate may also be important. DESIGN, SETTING, PARTICIPANTS, & MEASUREMENTS We conducted a crossover trial in nine patients with a mean estimated GFR of 32 ml/min to directly compare vegetarian and meat diets with equivalent nutrients prepared by clinical research staff. During the last 24 hours of each 7-day diet period, subjects were hospitalized in a research center and urine and blood were frequently monitored. RESULTS The results indicated that 1 week of a vegetarian diet led to lower serum phosphorus levels and decreased FGF23 levels. The inpatient stay demonstrated similar diurnal variation for blood phosphorus, calcium, PTH, and urine fractional excretion of phosphorus but significant differences between the vegetarian and meat diets. Finally, the 24-hour fractional excretion of phosphorus was highly correlated to a 2-hour fasting urine collection for the vegetarian diet but not the meat diet. CONCLUSIONS In summary, this study demonstrates that the source of protein has a significant effect on phosphorus homeostasis in patients with CKD. Therefore, dietary counseling of patients with CKD must include information on not only the amount of phosphate but also the source of protein from which the phosphate derives.
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Affiliation(s)
- Sharon M Moe
- Department of Medicine, Indiana University School of Medicine, 1001 West 10th Street, OPW 526, Indianapolis, IN 46202, USA.
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Inrig JK. Intradialytic hypertension: a less-recognized cardiovascular complication of hemodialysis. Am J Kidney Dis 2010; 55:580-9. [PMID: 19853337 PMCID: PMC2830363 DOI: 10.1053/j.ajkd.2009.08.013] [Citation(s) in RCA: 110] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2009] [Accepted: 08/14/2009] [Indexed: 01/24/2023]
Abstract
Intradialytic hypertension, defined as an increase in blood pressure during or immediately after hemodialysis that results in postdialysis hypertension, has long been recognized to complicate the hemodialysis procedure, yet often is largely ignored. In light of recent investigations suggesting that intradialytic hypertension is associated with adverse outcomes, this review broadly covers the epidemiologic characteristics, prognostic significance, potential pathogenic mechanisms, prevention, and possible treatment of intradialytic hypertension. Intradialytic hypertension affects up to 15% of hemodialysis patients and occurs more frequently in patients who are older, have lower dry weights, are prescribed more antihypertensive medications, and have lower serum creatinine levels. Recent studies associated intradialytic hypertension independently with higher hospitalization rates and decreased survival. Although the pathophysiologic mechanisms of intradialytic hypertension are uncertain, it likely is multifactorial and includes subclinical volume overload, sympathetic overactivity, activation of the renin-angiotensin system, endothelial cell dysfunction, and specific dialytic techniques. Prevention and treatment of intradialytic hypertension may include careful attention to dry weight, avoidance of dialyzable antihypertensive medications, limiting the use of high-calcium dialysate, achieving adequate sodium solute removal during hemodialysis, and using medications that inhibit the renin-angiotensin-aldosterone system or decrease endothelin 1 levels. In summary, although intradialytic hypertension often is underappreciated, recent studies suggest that it should not be ignored. However, further work is necessary to elucidate the pathophysiologic mechanisms of intradialytic hypertension and its appropriate management and determine whether treatment of intradialytic hypertension can improve clinical outcomes.
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Affiliation(s)
- Jula K Inrig
- University of Texas Southwestern Medical Center at Dallas, Dallas, TX 75390-8523, USA.
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Abstract
Intradialytic hypertension is not a rare complication of dialysis, with a prevalence of 5-15% among hemodialysis patients, and it seems to be associated with adverse outcomes. This complex phenomenon is not well understood, and many uncertainties exist regarding its pathophysiologic mechanisms and appropriate treatment strategies. Mechanisms that might be involved in the pathogenesis of intradialytic hypertension include extracellular volume overload, increased cardiac output, changes in electrolyte levels (particularly sodium), activation of the renin-angiotensin-aldosterone system, overactivity of the sympathetic nervous system, and endothelial cell dysfunction. Most current treatment strategies are based only on expert opinion and not on the results of randomized clinical trials, as very little data on the therapy of intradialytic hypertension are available. The most important treatment is adequate sodium and water removal, but reducing sympathetic hyperactivity and reducing endothelin-1 levels should also be considered. Well-designed, randomized clinical trials are urgently needed to better understand the pathophysiologic mechanisms of this complex phenomenon and to improve its diagnosis, prognosis and treatment.
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Affiliation(s)
- Francesco Locatelli
- Department of Nephrology, Dialysis and Renal Transplant, Alessandro Manzoni Hospital, Via dell'Eremo 9/11, 23900 Lecco, Italy.
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Inrig JK, Patel UD, Toto RD, Reddan DN, Himmelfarb J, Lindsay RM, Stivelman J, Winchester JF, Szczech LA. Decreased pulse pressure during hemodialysis is associated with improved 6-month outcomes. Kidney Int 2009; 76:1098-107. [PMID: 19727063 PMCID: PMC2872933 DOI: 10.1038/ki.2009.340] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Pulse pressure is a well established marker of vascular stiffness and is associated with increased mortality in hemodialysis patients. Here we sought to determine if a decrease in pulse pressure during hemodialysis was associated with improved outcomes using data from 438 hemodialysis patients enrolled in the 6-month Crit-Line Intradialytic Monitoring Benefit Study. The relationship between changes in pulse pressure during dialysis (2-week average) and the primary end point of non-access-related hospitalization and death were adjusted for demographics, comorbidities, medications, and laboratory variables. In the analyses that included both pre- and post-dialysis pulse pressure, higher pre-dialysis and lower post-dialysis pulse pressure were associated with a decreased hazard of the primary end point. Further, every 10 mm Hg decrease in pulse pressure during dialysis was associated with a 20% lower hazard of the primary end point. In separate models that included pulse pressure and the change in pulse pressure during dialysis, neither pre- nor post-dialysis pulse pressure were associated with the primary end point, but each 10 mm Hg decrease in pulse pressure during dialysis was associated with about a 20% lower hazard of the primary end point. Our study found that in prevalent dialysis subjects, a decrease in pulse pressure during dialysis was associated with improved outcomes. Further study is needed to identify how to control pulse pressure to improve outcomes.
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Affiliation(s)
- Jula K Inrig
- Division of Nephrology, Department of Medicine, University of Texas Southwestern Medical Center at Dallas, Dallas, Texas 75390-8523, USA.
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LeBeouf A, Mac-Way F, Utescu MS, Chbinou N, Douville P, Desmeules S, Agharazii M. Effects of acute variation of dialysate calcium concentrations on arterial stiffness and aortic pressure waveform. Nephrol Dial Transplant 2009; 24:3788-94. [PMID: 19654232 PMCID: PMC2781154 DOI: 10.1093/ndt/gfp351] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND Abnormal mineral metabolism in chronic kidney disease plays a critical role in vascular calcification and arterial stiffness. The impact of presently used dialysis calcium concentration (D(Ca)) on arterial stiffness and aortic pressure waveform has never been studied. The aim of the present study is to evaluate, in haemodialysis (HD) patients, the impact of acute modification of D(Ca) on arterial stiffness and central pulse wave profile (cPWP). Method. A randomized Latin square cross-over study was used to evaluate the three different concentrations of D(Ca) (1.00, 1.25 and 1.50 mmol/L) during the second HD of the week for 3 consecutive weeks. Subjects returned to their baseline D(Ca) for the following two treatments, allowing for a 7-day washout period between each experimental HD. cPWP, carotido-radial (c-r) and carotido-femoral (c-f) pulse wave velocities (PWV), plasma level of ionized calcium (iCa) and intact parathyroid hormone (PTH) were measured prior to and immediately after each experimental HD session. Data were analysed by the general linear model for repeated measures and by the general linear mixed model. RESULTS Eighteen patients with a mean age of 48.9 +/- 18 years and a median duration of HD of 8.7 months (range 1-87 months) completed the study. In post-HD, iCa decreased with D(Ca) of 1.00 mmol/L (-0.14 +/- 0.04 mmol/L, P < 0.001), increased with a D(Ca) of 1.50 mmol/L (0.10 +/- 0.06 mmol/L, P < 0.001) but did not change with a D(Ca) of 1.25 mmol/L. Tests of within-subject contrast showed a linear relationship between higher D(Ca) and a higher post-HD Deltac-f PWV, Deltac-r PWV and Deltamean BP (P < 0.001, P = 0.008 and P = 0.002, respectively). Heart rate-adjusted central augmentation index (AIx) decreased significantly after HD, but was not related to D(Ca). The timing of wave refection (Tr) occurred earlier after dialysis resulting in a linear relationship between higher D(Ca) and post-HD earlier Tr (P < 0.044). In a multivariate linear-mixed model for repeated measures, the percentage increase in c-f PWV and c-r PWV was significantly associated with the increasing level of iCa, whereas the increasing level of DeltaMBP was not significant. In contrast, the percentage decrease in Tr (earlier wave reflection) was determined by higher DeltaMBP and higher ultrafiltration, whereas the relative change in AIx was inversely determined by the variation in the heart rate and directly by DeltaMBP. CONCLUSION We conclude that D(ca) and acute changes in the serum iCa concentration, even within physiological range, are associated with detectable changes of arterial stiffness and cPWP. Long-term studies are necessary to evaluate the long-term effects of D(Ca) modulation on arterial stiffness.
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Affiliation(s)
- Amélie LeBeouf
- Division of Nephrology, Research Center of CHUQ, L'Hôtel Dieu de Québec Hospital and Faculty of Medicine, Laval University, Quebec, QC, Canada
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Demirci MS, Ozkahya M, Asci G, Sevinc E, Yilmaz M, Demirci C, Toz H, Basci A, Ok E. The Influence of Dialysate Calcium on Progression of Arterial Stiffness in Peritoneal Dialysis Patients. Perit Dial Int 2009. [DOI: 10.1177/089686080902902s02] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
Background One of the origins of cardiovascular disease in dialysis patients is arterial stiffness. The aim of our study was to assess the relationship between the calcium content of peritoneal dialysis (PD) solution and arterial stiffness. Patients and Methods We enrolled into the study 49 PD patients who had been treated with the same PD solution for the preceding 6 months. The calcium content of the PD solution was 1.25 mmol/L in 34 patients (low-Ca group) and 1.75 mmol/L in 15 patients (high-Ca group). Study patients were followed for 6 months on the same PD prescription. Arterial stiffness was assessed by measurement of augmentation index (AI) and brachial pulse wave velocity (PWV) at baseline and at month 6 (SphygmoCor: Atcor Medical, West Ryde, NSW, Australia). Demographic data were recorded from patient charts. Results Mean age of the whole group was 51 ± 11 years, prevalence of diabetes was 14%, duration of PD was 43 ± 30 months, percentage of women was 45%, and percentage of patients using a cycler was 33%. We observed no differences between groups with regard to those variables or creatinine clearance, residual renal function, Ca, phosphorus, parathormone, C-reactive protein, lipid parameters, and use of phosphate binder with or without Ca content. Mean arterial pressure was higher in the high-Ca group, but the difference was not statistically significant (100 ± 22 mmHg vs 88 ± 18 mmHg, p = 0.06). At baseline, AI was significantly higher in the high-Ca group than in the low-Ca group (27% ± 10% vs 21% ± 9%, p < 0.05). Measurements of PWV were not different between the groups (8.4 ± 1.1 m/s vs 8.5 ± 1.7 m/s). Measurement of arterial stiffness parameters at month 6 revealed that PWV had increased in the high-Ca group (to 9.6 ± 2.3 m/s from 8.4 ± 1.1 m/s, p < 0.05), but had not changed in the low-Ca group (to 8.2 ± 1.9 m/s from 8.5 ± 1.7 m/s). The AI did not change in either group. Conclusions These data suggest that Ca exposure through PD solution plays a role in the progression of arterial stiffness, which may be related to increased vascular calcification.
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Affiliation(s)
| | - Mehmet Ozkahya
- Division of Nephrology, Ege University School of Medicine, Izmir, Turkey
| | - Gulay Asci
- Division of Nephrology, Ege University School of Medicine, Izmir, Turkey
| | - Ebru Sevinc
- Division of Nephrology, Ege University School of Medicine, Izmir, Turkey
| | - Mumtaz Yilmaz
- Division of Nephrology, Ege University School of Medicine, Izmir, Turkey
| | - Cenk Demirci
- Division of Nephrology, Ege University School of Medicine, Izmir, Turkey
| | - Huseyin Toz
- Division of Nephrology, Ege University School of Medicine, Izmir, Turkey
| | - Ali Basci
- Division of Nephrology, Ege University School of Medicine, Izmir, Turkey
| | - Ercan Ok
- Division of Nephrology, Ege University School of Medicine, Izmir, Turkey
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Van Eps CL, Jeffries JK, Anderson JA, Bergin PT, Johnson DW, Campbell SB, Carpenter SM, Isbel NM, Mudge DW, Hawley CM. Mineral metabolism, bone histomorphometry and vascular calcification in alternate night nocturnal haemodialysis. Nephrology (Carlton) 2007; 12:224-33. [PMID: 17498116 DOI: 10.1111/j.1440-1797.2006.00712.x] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
BACKGROUND Poor control of bone mineral metabolism (BMM) is associated with renal osteodystrophy and mortality in dialysis-dependent patients. The authors explored the efficacy of alternate nightly home haemodialysis (ANHHD) in controlling BMM parameters and its effects on bone mineral density and histomorphometry. METHODS In this prospective observational study, 26 patients on home haemodialysis (3-5 h, 3.5-4 sessions weekly) were converted to ANHHD (6-9 h, 3.5-4 sessions weekly). Biochemical parameters of BMM at baseline, 6 and 12 months, radiological parameters at baseline and 12 months and bone histomorphometry at 12 months are described. RESULTS Pre-dialysis serum phosphate fell from 2.13+/-0.65 to 1.38+/-0.35 mmol/L; P<0.0001. No binders were required in 77.2% compared with 7.7% at baseline. Calcium-phosphate product fell from 5.28+/-1.64 to 3.42+/-0.88 mmol2/L2; P<0.0001 and parathyroid hormone (PTH) from 301 (110-471) to 127 (47-240) ng/L; P=0.01. Bone mineral density remained stable. Vascular and ectopic calcification improved or stabilized in 87.5%. Bone histomorphometry at 12 months showed high, normal and low bone turnover in 10, 3 and 4 patients, respectively, with 6/17 patients having abnormal mineralization. CONCLUSION Alternate nightly home haemodialysis effectively manages biochemical parameters of BMM. Patients with very high PTH at baseline (>1000 ng/L) did not significantly improve parathyroid hormone status. Abnormal bone turnover and mineralization were present in a significant proportion of patients at 12 months but low turnover was uncommon. Vascular calcification was stabilized or improved in the majority. ANHHD compares favourably with every night and short daily therapy in relation to BMM management and may offer lifestyle advantages for patients.
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Affiliation(s)
- Carolyn L Van Eps
- Department of Nephrology, Princess Alexandra Hospital and the University of Queensland, Brisbane, Queensland, Australia
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Kyriazis J, Katsipi I, Stylianou K, Jenakis N, Karida A, Daphnis E. Arterial Stiffness Alterations during Hemodialysis: The Role of Dialysate Calcium. ACTA ACUST UNITED AC 2007; 106:c34-42. [PMID: 17409767 DOI: 10.1159/000101482] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2006] [Accepted: 01/13/2007] [Indexed: 11/19/2022]
Abstract
BACKGROUND/AIMS We investigated the way dialysate calcium (dCa) level can influence arterial stiffness (AS), measured by stiffness index (SI), a surrogate of pulse wave velocity, and reflection index (RI), a measure of the amount of pulse wave reflection, derived by digital volume pulse (DVP). METHODS Fourteen hemodialysis (HD) patients underwent two consecutive midweek 4-hour HD treatments in randomized order with a low dCa concentration of 1.25 mmol/l (LdCa) and a high dCa concentration of 1.75 mmol/l (HdCa), respectively. Before HD and at 1-hour intervals during the subsequent 4-hour HD sessions, SI and RI measurements were obtained from DVP contour analysis. Blood pressure (BP) and heart rate (HR) were measured after each measurement of AS. Ionized serum calcium (iCa) was measured before HD and at 120 and 240 min into the HD session. RESULTS iCa increased and decreased by 15.3 and 5.4% in the HdCa and LdCa groups, respectively, at the end of HD. SI and RI increased by 5.7 and 6% in the HdCa group, respectively, whereas they remained unchanged in the LdCa group. The treatment effect and the time x treatment effect were significant for both indices (ANOVA). BP and HR changes did not differ between treatments. CONCLUSION Contrary to LdCa, HdCa treatment induced a BP-independent, significant increase in measured AS parameters. In the long run, HD with LdCa, by reducing the incidence of HD-induced hypercalcemia, may have a beneficial role in minimizing the cardiovascular risk related to the intermittent, intradialytic increase in AS, inherent in the chronic use of HdCa.
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Affiliation(s)
- John Kyriazis
- Department of Nephrology, General Hospital of Chios, Chios, Greece.
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Toussaint ND, Polkinghorne KR, Kerr PG, Somerville CA, Agar JW. Comparison between different dialysate calcium concentrations in nocturnal hemodialysis. Hemodial Int 2007; 11:217-24. [PMID: 17403174 DOI: 10.1111/j.1542-4758.2007.00172.x] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Benefits of dialysate with greater calcium (Ca) concentration are reported in nocturnal hemodialysis (NHD) to prevent Ca depletion and subsequent hyperparathyroidism. Studies with patients dialyzing against 1.25 mmol/L Ca baths demonstrate increases in alkaline phosphatase (ALP) and parathyroid hormone (PTH) and increasing dialysate Ca subsequently corrects this problem. However, whether 1.5 or 1.75 mmol/L dialysate Ca is most appropriate for NHD is yet to be determined, and differences in the effect on mineral metabolism of daily vs. alternate daily NHD have also not been well defined. We retrospectively analyzed mineral metabolism in 48 patients, from 2 institutions (30 at Monash and 18 at Geelong), undergoing home NHD (8 hr/night, 3.5-6 nights/week) for a minimum of 6 months. Thirty-seven patients were dialyzed against 1.5 mmol/L Ca bath and 11 patients against 1.75 mmol/L. We divided patients into 4 groups, based on dialysate Ca and also on the hours per week of dialysis, <40 (1.5 mmol/L, n=29 and 1.75 mmol/L, n=8) or > or =40 (n=4 and 7). We compared predialysis and postdialysis serum markers, time-averaged over a 6-month period, and the administration of calcitriol and Ca-based phosphate binders between 1.5 and 1.75 mmol/L Ca dialysate groups. Baseline characteristics between all groups were similar, with a slightly longer, but nonsignificant, duration of NHD in both 1.75 mmol/L dialysate groups compared with 1.5 mmol/L. The mean predialysis Ca, phosphate, and Ca x P were similar between the 1.5 and 1.75 mmol/L groups, regardless of NHD hr/week. Postdialysis Ca was significantly greater, with 1.75 vs. 1.5 mmol/L in those dialyzing <40 hr/week (2.64+/-0.19 vs. 2.50+/-0.12 mmol/L, p=0.046), but postdialysis Ca x P were similar (2.25+/-0.44 vs. 2.16+/-0.29 mmol(2)/L(2), p=0.60). Parathyroid hormone was also lower with 1.75 vs. 1.5 mmol/L baths in the <40 hr/week groups (31.99+/-26.99 vs. 14.47+/-16.36 pmol/L, p=0.03), although this difference was not seen in those undertaking NHD > or =40 hr/week. Hemoglobin, ALP, and albumin were all similar between groups. There was also no difference in vitamin D requirement when using 1.75 mmol/L compared with the 1.5 mmol/L dialysate. Multivariate analysis to determine independent predictors of postdialysis serum Ca showed a statistically significant positive association with predialysis Ca, dialysate Ca, and total NHD hr/week. An elevated dialysate Ca concentration is required in NHD to prevent osteopenia but differences in serum markers of mineral metabolism between 1.5 and 1.75 mmol/L Ca dialysate in NHD in our study were few. This was similar for patients undertaking NHD <40 or > or =40 hr/week, although differences in the frequency of NHD may also be as important as dialysate Ca with regard to serum Ca levels. With concerns that prolonged higher Ca levels contribute to increased cardiovascular mortality, the optimal Ca dialysate bath is still unknown and further studies addressing bone metabolism with larger NHD numbers are required.
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Affiliation(s)
- Nigel D Toussaint
- Department of Nephrology, Monash Medical Centre, Clayton, Victoria, Australia, and Department of Renal Medicine, Geelong Hospital, Geelong, Victoria, Australia.
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Ishibe S, Peixoto AJ. Methods of assessment of volume status and intercompartmental fluid shifts in hemodialysis patients: implications in clinical practice. Semin Dial 2004; 17:37-43. [PMID: 14717810 DOI: 10.1111/j.1525-139x.2004.17112.x] [Citation(s) in RCA: 86] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Determining dry weight and assessing extracellular fluid volume in hemodialysis (HD) patients is one of the greatest challenges to practicing nephrologists. The clinical examination has limited accuracy, so different strategies have been investigated to aid in this evaluation. Biochemical markers of volume overload (ANP, BNP, cGMP) are fraught with excessive variability and poor correlation with volume status. Inferior vena cava ultrasound is effective, but cumbersome and costly. Bioimpedance measurements of intra- and extracellular water have significant shortcomings when used as isolated measurements, but can be useful in following trends over time and have been shown to improve intradialytic symptoms and blood pressure control. Continuous blood volume monitoring is helpful in preventing intradialytic hypotension and may help identify patients who are volume overloaded and need increased ultrafiltration. In this review we discuss these different techniques and other developments in the evaluation of dry weight and volume status, which may enhance our ability to improve patient stability and well-being during HD sessions.
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Affiliation(s)
- Shuta Ishibe
- Section of Nephrology, Yale University School of Medicine, New Haven, USA
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Yoo SJ, Oh DJ, Yu SH. The effects of low calcium dialysate on arterial compliance and vasoactive substances in patients with hemodialysis. Korean J Intern Med 2004; 19:27-32. [PMID: 15053040 PMCID: PMC4531554 DOI: 10.3904/kjim.2004.19.1.27] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Abstract
BACKGROUND Considering that dialysate calcium concentration is potentially a main determinant of the serum ionized calcium level and vasoconstriction is associated with the blood calcium concentration, we conducted a study to evaluate the interdialytic effects of treatment with a low calcium dialysate (LdCa, 1.25 mmol/L) on the changes in arterial compliance (AC), blood pressure (BP), biochemical parameters and vasoactive substances. METHODS Eight hemodialysis (HD) patients (mean age: 46.8 +/- 13.7 years, 4 men and 4 women) were included in the study. AC, systolic blood pressure (SBP), diastolic blood pressure (DBP), pulse pressure (PP), mean arterial pressure (MAP), serum ionized Ca, intact-PTH, serum nitric oxide and aldosterone were compared after 10 sessions of treatment with LdCa. Right carotid artery diameter was measured 3 times using a real time B-mode ultrasound imager (Hewlett-Packard Sonos 2000) and AC was calculated using the Hayoz method. RESULTS 1) AC was recorded as 0.140 (0.080-0.170) mm2/kPa at the baseline (1.75 mmol/L calcium dialysate), 0.170 (0.050-0.290) mm2/kPa after LdCa treatment (p < 0.05 versus baseline), and 0.140 (0.070-0.250) mm2/kPa following the HdCa treatment (p < 0.05 versus LdCa data). 2) MAP and PP were calculated at 114.12 +/- 10.56 mmHg and 63.50 +/- 10.87 mmHg at the baseline; 98.37 +/- 15.14 mmHg and 56.50 +/- 5.95 mmHg after LdCa treatment (p < 0.05 versus baseline); and 115.75 +/- 9.64 mmHg and 62.00 +/- 15.71 mmHg following HdCa treatment (p < 0.05 versus LdCa data). 3) Serum ionized Ca and intact-PTH were measured at 4.66 +/- 0.40 mg/dL and 25.08 +/- 16.44 pg/mL at the baseline; 4.45 +/- 0.28 mg/dL and 90.71 +/- 27.03 pg/mL after LdCa treatment (p < 0.05 versus baseline); and 4.65 0.43 mg/dL and 24.08 +/- 15.44 pg/mL following HdCa treatment (p < 0.05 versus LdCa data). 4) Serum aldosterone concentration was 300.8 (65.5-836.1) pg/mL at the baseline, and 220.2 (42.8-527.9) pg/mL after LdCa treatment (p < 0.05). CONCLUSION There were favorable changes in AC, BP, biochemical parameters after treatment with LdCa. These changes may be associated with the reduction in serum ionized calcium and decreased serum aldosterone concentration.
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Affiliation(s)
| | - Dong-Jin Oh
- Correspondence to: Dong-Jin Oh, M.D., Department of Internal Medicine, Phildong Hospital, College of Medicine, Chung-Ang University, 82-1, Phildong-2ga, Chung-gu, Seoul, 100-272, Korea Tel: 82-2-2260-2259, Fax: 82-2-2272-8351, E-mail:
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Haris A, Richardson RMA. Biochemical effects of high dialysate calcium in hemodialysis patients with hyperparathyroidism: a 10 month study. ASAIO J 2003; 49:70-3. [PMID: 12558310 DOI: 10.1097/00002480-200301000-00011] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
In the past 15 years, there has been a trend to decrease dialysate calcium concentrations to prevent hypercalcemia. However, low dialysate calcium can provoke hyperparathyroidism. The time course of the effect of increasing dialysate calcium is not well characterized, and the effect on calcium-phosphate product is unclear. Therefore, we studied the effect of increasing dialysate calcium from 1.5 to 1.75 mM in 21 stable patients on hemodialysis who had serum phosphate of less than 2 mM and serum calcium of less than 2.4 mM. Over 10 months, parathyroid hormone levels fell from 39.6 to 16.6 pM (p < 0.0001), whereas serum calcium increased from 2.27 to 2.41 mM. There were no significant changes in serum phosphate or the calcium-phosphate product. Three patients became hypercalcemic when their parathyroid hormone levels were suppressed to less than 10 pM. We conclude that in carefully selected patients, increasing dialysate calcium can safely treat hyperparathyroidism with minimal risk of complications. This treatment has the advantage over the use of vitamin D therapy of being less expensive, independent of patient compliance, and less likely to cause increases in serum phosphate or calcium-phosphate product.
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Affiliation(s)
- Agnes Haris
- Division of Nephrology, Toronto General Hospital, University of Toronto, EN13-232, 200 Elizabeth St., Toronto, Ontario, Canada M5G 2C4
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Morimatsu H, Uchino S, Bellomo R, Ronco C. Continuous veno-venous hemodiafiltration or hemofiltration: impact on calcium, phosphate and magnesium concentrations. Int J Artif Organs 2002; 25:512-9. [PMID: 12117290 DOI: 10.1177/039139880202500605] [Citation(s) in RCA: 20] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
BACKGROUND AND OBJECTIVES Different techniques of continuous renal replacement therapy (CRRT) might have different effects on calcium, phosphate and magnesium concentrations. Accordingly, we tested whether continuous veno-venous hemodia filtration (CVVHDF) or continuous venovenous hemofiltration (CVVH) would achieve better control of these electrolytes. DESIGN Retrospective controlled study SETTING Two tertiary Intensive Care Units PATIENTS Critically ill patients with acute renal failure (ARF) treated with CVVHDF (n=49) or CVVH (n=50) INTERVENTIONS Retrieval of daily morning ionized calcium, phosphate and magnesium before and after the initiation of CRRT for up to 2 weeks of treatment. MEASUREMENTS AND RESULTS Before treatment, both groups had a high incidence of abnormal ionized calcium concentrations (57.2% for CVVHDF vs 46.0% for CVVH; NS). After treatment, both groups showed a significant increase in serum calcium concentration over the first 48 h (p=0.041 vs p=0.0048) but hypercalcemia was more common during CVVHDF (15.3% vs 0.4%; p<0.0001). However, in both groups, hypocalcemia remained common (30.9% vs 36.7%; NS). Before treatment, abnormal serum phosphate concentrations were also common (65.1% for CVVHDF vs 78.1% for CVVH; NS). After treatment, both groups achieved a significant reduction of serum phosphate within 48 hours (p<0.0001 in both groups). There was no difference in the prevalence of abnormal phosphate levels during treatment (45.5% vs 42.4%; NS). Before treatment, both groups had a high incidence of abnormal magnesium concentrations (50.0% for CVVHDF vs 51.2% for CVVH; NS). During treatment, there was no significant change in serum magnesium concentrations during the first 48 hours or in the prevalence of abnormal magnesium concentrations (56.3% vs 63.4%; p=0.13). However CVVHDF was associated with a higher prevalence of hypomagnesemia (8.1% vs 0.4%; p<0.0001) and a lower incidence of hypermagnesemia (48.2% vs. 63.0%; p=0.0014). CONCLUSIONS In critically ill patients with ARF, calcium, phosphate and magnesium were commonly abnormal and they were only partly corrected by CRRT. CVVH and CVVHDF had a different effect on serum magnesium concentrations.
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Affiliation(s)
- H Morimatsu
- Department of Intensive Care, Austin & Repatriation Medical Centre, Melbourne, Victoria, Australia
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Kyriazis J, Glotsos J, Bilirakis L, Smirnioudis N, Tripolitou M, Georgiakodis F, Grimani I. Dialysate calcium profiling during hemodialysis: use and clinical implications. Kidney Int 2002; 61:276-87. [PMID: 11786110 DOI: 10.1046/j.1523-1755.2002.00100.x] [Citation(s) in RCA: 34] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
BACKGROUND Low dialysate calcium (LdCa) concentration is used to prevent or treat hemodialysis (HD)-induced hypercalcemia, but its use has been complicated by intradialytic hypotension in some patients. Our goal was to explore the possibility that dialysis calcium profiling (dCaP) can ameliorate intradialytic hypotension in HD patients who need to have dialysis performed with LdCa. METHODS In a randomized crossover design, eighteen HD patients underwent one four-hour HD session with LdCa of 1.25 mmol/L (LdCa group) and one four-hour HD session with LdCa of 1.25 mmol/L during the first two hours and high dCa of 1.75 mmol/L during the remaining two hours (dCaP group). After that, they underwent another four-hour HD session with medium dCa of 1.5 mmol/L (MdCa group). Before HD and at four 60-minute intervals during the HD sessions, blood pressure (BP), heart rate (HR) and noninvasive measurements of cardiac index (CI), using bioelectrical impedance, were obtained. Ionized serum calcium (iCa) also was measured before HD and at 120 and 240 minutes into the HD session. In a separate study, eight HD patients were treated for three weeks with 1.25 mmol/L dCa and three weeks with the dCaP technique described above, in random order. A three-week treatment with MdCa followed. BP and symptoms were recorded during each HD session. RESULTS During the LdCa treatment the iCa values remained unchanged, whereas mean arterial pressure (MAP) and CI decreased by 16.5 +/- 8.3% and 14.2 +/- 14.6%, respectively, at the end of HD. During the first half of the dCaP treatment, iCa, MAP and CI decreased by 2.2 +/- 4.1%, 12.6 +/- 12.3%, and 9.6 +/- 13.4%, respectively, whereas during the second half of the same treatment, iCa, MAP and CI values increased by 10.2 +/- 3.3%, 7.8 +/- 7.2% and 10.8 +/- 9.1%, respectively, from the middle HD values. ANOVA showed that the time x treatment effect was significant for iCa, MAP and CI. Total peripheral resistance and HR changes were insignificant and similar among treatments. Hemodynamic effects were comparable between LdCa and MdCa treatments. Intradialytic events were reduced (P < 0.05) only with the dCaP treatment. CONCLUSIONS The drop in BP observed during the last two hours of HD in both the LdCa and MdCa groups was abolished in the dCaP group. The latter was accomplished via an increase in cardiac output, due to an iCa-induced increase in myocardial contractility. Therefore, dCaP, by individualizing the dCa concentrations used and timing the switching between them, may improve intradialytic BP instability and simultaneously minimize the risk for HD patients to develop hypercalcemia.
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Affiliation(s)
- John Kyriazis
- Dialysis Unit, Department of Nephrology, General Hospital of Chios, Chios, Greece.
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