Actually delivered dose of continuous renal replacement therapy is underestimated in hemofiltration

Kinetics of small and middle molecule clearance during continuous hemodialysis

Regional citrate anticoagulation (RCA) enables prolonged continuous kidney replacement therapy (CKRT) filter lifespan. However, membrane diffusive performance might progressively decrease and remain unnoticed. We prospectively evaluated the kinetics of solute clearance and factors associated with decreased membrane performance in 135 consecutive CKRT-RCA circuits (35 patients). We recorded baseline patients' characteristics and clinical signs of decreased membrane performance. We calculated effluent/serum ratios (ESR) as well as respective clearances for urea, creatinine and β2-microglobuline at 12, 24, 48 and 72 h after circuit initiation. Using mixed-effects logistic regression model analyses, we assessed the effect of time on those values and determined independent predictors of decreased membrane performance as defined by an ESR for urea < 0.81. We observed a minor but statistically significant decrease in both ESR and solute clearance across the duration of therapy for all three solutes. We observed decreased membrane performance in 31 (23%) circuits while clinical signs were present in 19 (14.1%). The risk of decreased membrane performance significantly increased over time: 1.8% at T1 (p = 0.16); 7.3% at T2 (p = 0.01); 15.7% at T3 (p = 0.001) and 16.4% at T4 (p < 0.003). Four factors present within 24 h of circuit initiation were independently associated with decreased membrane performance: arterial blood bicarbonate level (OR 1.50; p < 0.001), activated partial thromboplastin time (aPTT; OR = 0.93; p = 0.02), fibrinogen level (OR 6.40; p = 0.03) and Charlson score (OR 0.10; p < 0.01). COVID-19 infection was not associated with increased risk of decreased membrane performance. Regular monitoring of ESR might be appropriate in selected patients undergoing CKRT.

Can Artificial Intelligence Assist in Delivering Continuous Renal Replacement Therapy?

Continuous renal replacement therapy (CRRT) is widely utilized to support critically ill patients with acute kidney injury. Artificial intelligence (AI) has the potential to enhance CRRT delivery, but evidence is limited. We reviewed existing literature on the utilization of AI in CRRT with the objective of identifying current gaps in evidence and research considerations. We conducted a scoping review focusing on the development or use of AI-based tools in patients receiving CRRT. Ten papers were identified; 6 of 10 (60%) published in 2021, and 6 of 10 (60%) focused on machine learning models to augment CRRT delivery. All innovations were in the design/early validation phase of development. Primary research interests focused on early indicators of CRRT need, prognostication of mortality and kidney recovery, and identification of risk factors for mortality. Secondary research priorities included dynamic CRRT monitoring, predicting CRRT-related complications, and automated data pooling for point-of-care analysis. Literature gaps included prospective validation and implementation, biases ascertainment, and evaluation of AI-generated health care disparities. Research on AI applications to enhance CRRT delivery has grown exponentially in the last years, but the field remains premature. There is a need to evaluate how these applications could enhance bedside decision-making capacity and assist structure and processes of CRRT delivery.

Optimal indicator for changing the filter during the continuous renal replacement therapy in intensive care unit patients with acute kidney injury: A crossover randomized trial

BACKGROUND

The study aims to investigate an optimal indicator for changing the filter during the continuous renal replacement therapy (CRRT) in intensive care unit (ICU) patients with acute kidney injury (AKI).

METHODS

Patients with AKI requiring CRRT in an ICU were randomly divided into two groups for crossover trial, i.e., groups A and B. Patients in the group A were firstly treated with continuous veno-venous hemofiltration (CVVH), followed by continuous veno-venous hemodiafiltration (CVVHDF). Patients in the group B were firstly treated with CVVHDF followed by CVVH. Delivered doses of solutes with different molecular weights at the indicated time points between groups were compared. A correlation analysis between the delivered dose and pre-filter pressure (PPRE) and transmembrane pressure (PTM) was performed. Receiver operating characteristic (ROC) curves were constructed to evaluate the accuracy of PTM as an indicator for filter replacement.

RESULTS

A total of 50 cases were analyzed, 27 in the group A and 23 in the group B. Delivered doses of different molecular-weight solutes significantly decreased before changing the filter in both modalities, compared with those at the initiation of treatment (all P<0.05). In the late stage of CRRT, the possible rebound of serum medium-molecular-weight solute concentration was observed. PTM was negatively correlated with the delivered dose of medium-molecular-weight solute in both modalities. The threshold for predicting the rebound of serum concentration of medium-molecular-weight solute by PTM was 146.5 mmHg (1 mmHg=0.133 kPa).

CONCLUSIONS

The filter can be used as long as possible within the manufacturer's safe use time limits to remove small-molecular-weight solutes. PTM of 146.5 mmHg may be an optimal indicator for changing the filter in CRRT therapies to remove medium-molecular-weight solutes.

Dose of Continuous Renal Replacement Therapy in Critically Ill Patients: A Bona Fide Quality Indicator

Acute kidney injury (AKI) is common in critically ill patients, and renal replacement therapy (RRT) constitutes an important aspect of acute management during critical illness. Continuous RRT (CRRT) is frequently utilized in intensive care unit settings, particularly in patients with severe AKI, fluid overload, and hemodynamic instability. The main goal of CRRT is to timely optimize solute control, acid-base, and volume status. Total effluent dose of CRRT is a deliverable that depends on multiple factors and therefore should be systematically monitored (prescribed vs. delivered) and iteratively adjusted in a sustainable mode. In this manuscript, we review current evidence of CRRT dosing and provide recommendations for its implementation as a quality indicator of CRRT delivery.

Continuous Renal Replacement Therapy and Anticoagulation: What Are the Options?

Continuous renal replacement therapy is currently used as a standard treatment for acute kidney injury in the intensive care unit, particularly for patients with unstable hemodynamic status. Because this therapy is continuous, for days or weeks, and the extracorporeal blood circuit is large, the circuit is prone to clotting. Several methods of keeping the extracorporeal circuit patent are available, including heparin infusion, flushes with physiological saline, use of thrombin inhibitors, and citrate. This article reviews methods for continuous renal replacement therapy, anticoagulation, efficacy, and implications for bedside critical care.