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Schneditz D, Ribitsch W, Keane DF. Intradialytic techniques for automatic and everyday access monitoring. Semin Dial 2025; 38:35-44. [PMID: 37368415 PMCID: PMC11867154 DOI: 10.1111/sdi.13166] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Accepted: 06/01/2023] [Indexed: 06/28/2023]
Abstract
Vascular access dysfunction is associated with reduced delivery of dialysis, unplanned admissions, patient symptoms, and loss of access, making assessment of vascular access a fundamental part of routine care in dialysis. Clinical trials to predict the risk of access thrombosis based on accepted reference methods of access performance have been disappointing. Reference methods are time-consuming, affect the delivery of dialysis, and therefore cannot repeatedly be used with every dialysis session. There is now a new focus on data continuously and regularly collected with every dialysis treatment, directly or indirectly associated with access function, and without interrupting or affecting the delivered dose of dialysis. This narrative review will focus on techniques that can be used continuously or intermittently during dialysis, taking advantage of methods integrated into the dialysis machine and which do not affect the delivery of dialysis. Examples include extracorporeal blood flow, dynamic line pressures, effective clearance, dose of delivered dialysis, and recirculation which are all routinely measured on most modern dialysis machines. Integrated information collected throughout every dialysis session and analyzed by expert systems and machine learning has the potential to improve the identification of accesses at risk of thrombosis.
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Affiliation(s)
- Daniel Schneditz
- Otto Loewi Research Center, Division of PhysiologyMedical University of GrazGrazAustria
| | - Werner Ribitsch
- Division of Nephrology, Department of Internal MedicineMedical University of GrazGrazAustria
| | - David F. Keane
- CÚRAM Science Foundation Ireland, Research Centre for Medical Devices, Health Research Board, Clinical Research Facility GalwayUniversity of GalwayGalwayIreland
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Rotondi S, Perrotta A, Pintus G, Capasso L, Pasquali M, Farcomeni A, Paoloni E, Mazzaferro S, Tartaglione L. Evaluation of partial pressure CO 2 change in the dialyzer blood inlet during hemodialysis as a measure of vascular access recirculation. Hemodial Int 2023; 27:370-377. [PMID: 37380376 DOI: 10.1111/hdi.13109] [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: 02/21/2023] [Revised: 06/07/2023] [Accepted: 06/13/2023] [Indexed: 06/30/2023]
Abstract
INTRODUCTION Vascular access recirculation during hemodialysis is associated with reduced effectiveness and worse survival outcomes. To evaluate recirculation, an increase in pCO2 in the blood of the arterial line during hemodialysis (threshold of 4.5 mmHg) was proposed. The blood returning from the dialyzer in the venous line has significantly higher pCO2 , so in the presence of recirculation, pCO2 in the arterial blood line may increase (ΔpCO2 ) during hemodialysis sessions. The aim of our study was to evaluate ΔpCO2 as a diagnostic tool for vascular access recirculation in chronic hemodialysis patients. METHODS We evaluated vascular access recirculation with ΔpCO2 and compared it with the results of a urea recirculation test, which is the gold standard. ΔpCO2 was obtained from the difference in pCO2 in the arterial line at baseline (pCO2 T1) and after 5 min of hemodialysis (pCO2 T2). ∆pCO2 = pCO2 T2-pCO2 T1. FINDINGS In 70 hemodialysis patients (mean age: 70.52 ± 13.97 years; hemodialysis vintage of 41.36 ± 34.54, KT/V 1.4 ± 0.3), ∆pCO2 was 4 ± 4 mmHg, and urea recirculation was 7% ± 9%. Vascular access recirculation was identified using both methods in 17 of 70 patients, who showed a ∆pCO2 of 10 ± 5 mmHg and urea recirculation of 20% ± 9%; time in months of hemodialysis was the only difference between vascular access recirculation and non-vascular access recirculation patients (22 ± 19 vs. 46 ± 36, p: 0.05). In the non-vascular access recirculation group, the average ΔpCO2 was 1.9 ± 2 (p: 0.001), and the urea recirculation % was 2.8 ± 3 (p: 0.001). The ΔpCO2 correlated with the urea recirculation % (R: 0.728; p < 0.001). DISCUSSION ΔpCO2 in the arterial blood line during hemodialysis is an effective and reliable diagnostic tool for identifying recirculation of the vascular access but not its magnitude. The ΔpCO2 test application is simple and economical and does not require special equipment.
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Affiliation(s)
- Silverio Rotondi
- Department of Translation and Precision Medicine, Sapienza University of Rome, Rome, Italy
- Nephrology and Dialysis Unit, ICOT Hospital, Polo Pontino Sapienza University of Rome, Rome, Italy
| | - Adolfo Perrotta
- Nephrology and Dialysis Unit, ICOT Hospital, Polo Pontino Sapienza University of Rome, Rome, Italy
| | - Giovanni Pintus
- Department of Translation and Precision Medicine, Sapienza University of Rome, Rome, Italy
| | - Laura Capasso
- Nephrology and Dialysis Unit, ICOT Hospital, Polo Pontino Sapienza University of Rome, Rome, Italy
| | - Marzia Pasquali
- Department of Internal Medicine and Medical Specialities, Nephrology Unit, University Policlinico Umberto I Hospital, Rome, Italy
| | - Alessio Farcomeni
- Department of Economics & Finance, University of Rome "Tor Vergata", Rome, Italy
| | - Emanuela Paoloni
- Nephrology and Dialysis Unit, ICOT Hospital, Polo Pontino Sapienza University of Rome, Rome, Italy
| | - Sandro Mazzaferro
- Department of Translation and Precision Medicine, Sapienza University of Rome, Rome, Italy
- Nephrology and Dialysis Unit, ICOT Hospital, Polo Pontino Sapienza University of Rome, Rome, Italy
- Department of Internal Medicine and Medical Specialities, Nephrology Unit, University Policlinico Umberto I Hospital, Rome, Italy
| | - Lida Tartaglione
- Department of Internal Medicine and Medical Specialities, Nephrology Unit, University Policlinico Umberto I Hospital, Rome, Italy
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Vega A, Abad S, Aragoncillo I, Galán I, Macías N, Cedeño S, Santos A, García A, Linares T, Martínez-Villaescusa M, López-Gómez JM. Comparison of urea recirculation and thermodilution for monitoring of vascular access in patients undergoing hemodialysis. J Vasc Access 2018. [DOI: 10.1177/1129729817747536] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Introduction It is important to monitor vascular access in patients with stage 5 chronic kidney disease receiving hemodialysis. Access recirculation can help to detect a need for intervention. Objectives: To compare urea recirculation with recirculation by thermodilution using blood temperature monitoring to predict a need for intervention of vascular access over a 6-month period. Methods: We analyzed urea recirculation and blood temperature monitoring simultaneously in 61 patients undergoing hemodialysis. During the 6-month follow-up, we recorded all cases of angioplasty or surgery (thrombectomy or reanastomosis). In line with previous studies, we considered a value to be positive when urea recirculation was >10% and blood temperature monitoring >15%. Receiver operating characteristic curves were constructed. Results: Mean urea recirculation was 9.5% ± 6.6% and mean blood temperature monitoring 12.9% ± 4.3% (p = 0.001). Urea recirculation >10% had a sensitivity of 80% and specificity of 78%. Blood temperature monitoring >15% had a sensitivity of 33% and specificity of 85%. During follow-up, 25% of patients developed need for intervention of vascular access. We found an association between vascular access dysfunction and urea recirculation. The Kaplan–Meier analysis confirmed an association between urea recirculation and risk of vascular access dysfunction (log rank = 17.2; p = 0.001). We were unable to confirm this association with blood temperature monitoring (log rank = 0.879; p = 0.656). Conclusion: Urea recirculation is better predictor of vascular access dysfunction than thermodilution.
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Affiliation(s)
- Almudena Vega
- Department of Nephrology, Hospital General Universitario Gregorio Marañón, Madrid, Spain
| | - Soraya Abad
- Department of Nephrology, Hospital General Universitario Gregorio Marañón, Madrid, Spain
| | - Inés Aragoncillo
- Department of Nephrology, Hospital General Universitario Gregorio Marañón, Madrid, Spain
| | - Isabel Galán
- Department of Nephrology, Hospital General Universitario Gregorio Marañón, Madrid, Spain
| | - Nicolás Macías
- Department of Nephrology, Hospital General Universitario Gregorio Marañón, Madrid, Spain
| | - Santiago Cedeño
- Department of Nephrology, Hospital General Universitario Gregorio Marañón, Madrid, Spain
| | - Alba Santos
- Department of Nephrology, Hospital General Universitario Gregorio Marañón, Madrid, Spain
| | - Ana García
- Department of Nephrology, Hospital General Universitario Gregorio Marañón, Madrid, Spain
| | - Tania Linares
- Department of Nephrology, Hospital General Universitario Gregorio Marañón, Madrid, Spain
| | | | - Juan M López-Gómez
- Department of Nephrology, Hospital General Universitario Gregorio Marañón, Madrid, Spain
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Hirsch JS, Mohan S. Integrating Real Time Data to Improve Outcomes in Acute Kidney Injury. Nephron Clin Pract 2015; 131:242-6. [PMID: 26575177 DOI: 10.1159/000441981] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2015] [Accepted: 10/26/2015] [Indexed: 11/19/2022] Open
Abstract
Critically ill patients with acute kidney injury requiring renal replacement therapy have a poor prognosis. Despite well-known factors, which contribute to outcomes, including dose delivery, patients frequently miss the target dose and volume removal. One major barrier to effective care of these patients is the traditional dissociation of dialysis device data from other clinical information systems, notably the electronic health record (EHR). This lack of integration and the resulting manual documentation leads to errors and biases in documentation and missed opportunities to intervene in a timely fashion. This review summarizes the technological advancements facilitating direct connection of dialysis devices to EHRs. This connection facilitates automated data capture of many variables - including delivered dose, ultrafiltration rate and pressure measurements - which in turn can be leveraged for data mining, quality improvement and real-time targeted therapy adjustments. These interventions hold the promise to significantly improve outcomes for this patient population.
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Affiliation(s)
- Jamie S Hirsch
- Division of Nephrology, Department of Medicine, Columbia University College of Physicians and Surgeons, New York, USA
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Alquist M, Bosch JP, Barth C, Combe C, Daugirdas JT, Hegbrant JB, Martin G, McIntyre CW, O'Donoghue DJ, Rodriguez HJ, Santoro A, Tattersall JE, Vantard G, Van Wyck DB, Canaud B. Knowing What We Do and Doing What We Should: Quality Assurance in Hemodialysis. ACTA ACUST UNITED AC 2014; 126:135-43. [DOI: 10.1159/000361050] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2013] [Accepted: 02/24/2014] [Indexed: 11/19/2022]
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Eloot S, Ledebo I, Ward RA. Extracorporeal Removal of Uremic Toxins: Can We Still Do Better? Semin Nephrol 2014; 34:209-27. [DOI: 10.1016/j.semnephrol.2014.02.011] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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Fontseré N, Mestres G, Burrel M, Barrufet M, Montaña X, Arias M, Ojeda R, Maduell F, Campistol JM. Observational study of surveillance based on the combination of online dialysance and thermodilution methods in hemodialysis patients with arteriovenous fistulas. Blood Purif 2014; 37:67-72. [PMID: 24556922 DOI: 10.1159/000358039] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2013] [Accepted: 12/12/2013] [Indexed: 03/11/2025]
Abstract
BACKGROUND/AIMS Online dialysance (Kt) and thermodilution (BTM-Qa) methods could be important components in vascular access monitoring programs. This study evaluated the efficiency of these two methods in reducing the thrombosis rate and access-related costs compared with a historic control group. METHODS We studied 148 hemodialysis patients with arteriovenous fistulas (control group, n = 74) for 2 years. During the study period, the indications for vascular treatments were the Kt reduction ≥20% with respect to baseline values or Qa <500 ml/min (or a decrease in flow >20%). RESULTS During the study period, we detected 16 cases of vascular dysfunction. The Kt value after vascular treatment was 71.1 liters (59 liters; p = 0.001) and BTM-Qa was 1,218.6 ml/min (519.7 ml/min; p = 0.001). Compared with the control group, the thrombosis rate was 0.027 versus 0.148 episodes/patient-year (p = 0.009) and the total access-related cost was EUR 22,293 versus 47,467 (p = 0.033). CONCLUSIONS This study suggests that a combined monitoring program based on Kt and BTM-Qa represents an effective screening method that significantly reduces the thrombosis rate and economic costs of vascular treatments.
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Affiliation(s)
- Néstor Fontseré
- Department of Nephrology, Vascular Access Unit, Hospital Clinic, University of Barcelona, Barcelona, Spain
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Abstract
Adequate blood flow (Qb) is necessary for effective hemodialysis (HD). Aim of the study was to examine relationship between the actually delivered Qb (dQb) and reported Qb (rQb) with dialysis machine. One hundred HD patients with arteriovenous fistula were enrolled. Delivered Qb was measured at the beginning and end of each HD session. dQb/rQb < 1 indicated a discrepancy between actual dQb and rQb reported using a dialysis machine. In addition, dQb/rQb was examined in HD patients using needles of different gauges during treatment. The average levels of dQb/rQb at start and end of HD session were 1.01 ± 0.04 and 0.98 ± 0.05, respectively. In the 16 gauge and 17 gauge needle groups, the percentage of patients with dQb/rQb < 1 increased in accordance with the increase in rQb or as the HD session progressed. In the 15 gauge needle group, the percentage of patients with dQb/rQb < 1 was <50% at any level of rQb. Selection of needle gauge is important factors for determining actual dQb in HD patients.
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Maduell F, Ramos R, Palomares I, Martin-Malo A, Molina M, Bustamante J, Perez-Garcia R, Grassmann A, Merello JI. Impact of targeting Kt instead of Kt/V. Nephrol Dial Transplant 2013; 28:2595-603. [DOI: 10.1093/ndt/gft255] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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Evaluation of Alternatives for Dysfunctional Double Lumen Central Venous Catheters Using a Two-Compartmental Mathematical Model for Different Solutes. Int J Artif Organs 2013; 36:17-27. [DOI: 10.5301/ijao.5000134] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/25/2012] [Indexed: 11/20/2022]
Abstract
Double lumen (DL) central venous catheters (CVC) often suffer from thrombosis, fibrin sheet formation, and/or suction towards the vessel wall, resulting in insufficient blood flow during hemodialysis. Reversing the catheter connection often restores blood flows, but will lead to higher recirculation. Single lumen (SL) CVCs have often fewer flow problems, but they inherently have some degree of recirculation. To assist bedside clinical decision making on optimal catheter application, we investigated mathematically the differences in dialysis adequacy using different modes of access with CVCs. A mathematical model was developed to calculate reduction ratio (RR) and total solute removal (TSR) of urea, methylguanidine (MG), beta-2-microglobulin (β2M), and phosphate (P) during different dialysis scenarios: 4-h dialysis with a well-functioning DL CVC (DL-normal, blood flow QB 350 ml/min), dysfunctional DL CVC (DL-low flow, QB 250), reversed DL CVC (DL-reversed, QB 350, recirculation R = 10%) and 12 Fr SL CVC (effective QB273). With DL-normal as reference, urea RR was decreased by 3.5% (DL-reversed), 13.0% (SL), and 15.6% (DL-low flow), while urea TSR was decreased by 3.3% (DL-reversed), 13.2% (SL), and 13.5% (DL-low flow). The same trend was found for MG and P. However, β2M RR decreased only 1.5% with SL CVC although TSR decrease was 17.2%, while RR decreased 21.1% with DL-low flow although TSR decrease was only 4.9%. In the case of dysfunctional DL CVCs, reversing the catheter connection and restoring the blood flow did not impair TSR, with 10% recirculation. The SL CVC showed suboptimal TSR results that were similar to those of the dysfunctional DL CVC.
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Eloot S, Schneditz D, Vanholder R. What can the dialysis physician learn from kinetic modelling beyond Kt/V(urea)? Nephrol Dial Transplant 2012; 27:4021-9. [PMID: 22923544 DOI: 10.1093/ndt/gfs367] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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Krisper P, Martinelli E, Zierler E, Schilcher G, Tiesenhausen K, Schneditz D. More may be less: increasing extracorporeal blood flow in an axillary arterio-arterial access decreases effective clearance. Nephrol Dial Transplant 2011; 26:2401-3. [PMID: 21543661 DOI: 10.1093/ndt/gfr225] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Axillary arterio-arterial graft interposition has been described as a reasonable haemodialysis access in selected patients. In a patient with this unusual access, we measured and calculated effective clearance at different extracorporeal blood flows (Q(b)). Effective clearance increased with increasing blood flow and reached a maximum at a Q(b) of ~200 mL/min but then decreased when Q(b) was increased further. As this type of access typically provides low access flow, one has to be aware that local recirculation will easily occur. Therefore, a Q(b) above access flow has to be avoided since any increase beyond that threshold reduces effective clearance.
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Affiliation(s)
- Peter Krisper
- Division of Nephrology, Department of Internal Medicine, Medical University of Graz, Graz, Austria.
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