Your browser doesn't support javascript.
loading
Show: 20 | 50 | 100
Results 1 - 20 de 1.921
Filter
1.
Ren Fail ; 46(2): 2392844, 2024 Dec.
Article in English | MEDLINE | ID: mdl-39229916

ABSTRACT

INTRODUCTION: Severe pneumonia is a crucial issue in the development of acute kidney injury (AKI). This study evaluated the efficacy of early goal-directed renal replacement therapy (GDRRT) for the treatment of severe pneumonia-associated AKI. METHODS: In this real-world retrospective cohort study, we recruited 180 patients with severe pneumonia who were hospitalized and received GDRRT in a third-class general hospital in East China between January 1, 2017, and December 31, 2021. Clinical data on baseline characteristics, biochemical indicators, and renal replacement therapy were collected. Patients were divided into Early and Late RRT groups according to fluid status, inflammation progression, and pulmonary radiology. We investigated in-hospital all-cause mortality (primary endpoint) and renal recovery (secondary endpoint) between the two groups. RESULTS: Among the 154 recruited patients, 80 and 74 were in the early and late RRT groups, respectively. There were no significant differences in the demographic characteristics between the two groups. The duration of admission to RRT initiation was significantly shorter in Early RRT group [2.5(1.0, 8.7) d vs. 5.0(1.5,13.5) d, p = 0.027]. At RRT initiation, the patients in the Early RRT group displayed a lower percentage of fluid overload, lower doses of vasoactive agents, higher CRP levels, and higher rates of radiographic progression than those in the Late RRT group. The all-cause in-hospital mortality was significantly lower in the Early RRT group than in Late group (52.5% vs. 86.5%, p < 0.001). Patients in the Early RRT group displayed a significantly higher proportion of complete renal recovery at discharge (40.0% vs. 8.1%, p < 0.001). CONCLUSION: This study clarified that early GDRRT for the treatment of severe pneumonia-associated AKI based on fluid status and inflammation progression, was associated with reduced hospital mortality and better recovery of renal function. Our preliminary study suggests that early initiation of RRT may be an effective approach for severe pneumonia-associated AKI.


Subject(s)
Acute Kidney Injury , Hospital Mortality , Pneumonia , Renal Replacement Therapy , Humans , Male , Female , Acute Kidney Injury/therapy , Acute Kidney Injury/etiology , Acute Kidney Injury/mortality , Retrospective Studies , Middle Aged , Renal Replacement Therapy/methods , Aged , Pneumonia/complications , Pneumonia/therapy , Pneumonia/etiology , China/epidemiology , Time-to-Treatment , Severity of Illness Index , Treatment Outcome
2.
Ren Fail ; 46(2): 2400552, 2024 Dec.
Article in English | MEDLINE | ID: mdl-39252153

ABSTRACT

OBJECTIVES: To determine whether clinical decision support systems (CDSS) for acute kidney injury (AKI) would enhance patient outcomes in terms of mortality, dialysis, and acute kidney damage progression. METHODS: The systematic review and meta-analysis included the relevant randomized controlled trials (RCTs) retrieved from PubMed, EMBASE, Web of Science, Cochrane, and SCOPUS databases until 21st January 2024. The meta-analysis was done using (RevMan 5.4.1). PROSPERO ID: CRD42024517399. RESULTS: Our meta-analysis included ten RCTs with 18,355 patients. There was no significant difference between CDSS and usual care in all-cause mortality (RR: 1.00 with 95% CI [0.93, 1.07], p = 0.91) and renal replacement therapy (RR: 1.11 with 95% CI [0.99, 1.24], p = 0.07). However, CDSS was significantly associated with a decreased incidence of hyperkalemia (RR: 0.27 with 95% CI [0.10, 0.73], p = 0.01) and increased eGFR change (MD: 1.97 with 95% CI [0.47, 3.48], p = 0.01). CONCLUSIONS: CDSS were not associated with clinical benefit in patients with AKI, with no effect on all-cause mortality or the need for renal replacement therapy. However, CDSS reduced the incidence of hyperkalemia and improved eGFR change in AKI patients.


Subject(s)
Acute Kidney Injury , Decision Support Systems, Clinical , Randomized Controlled Trials as Topic , Humans , Acute Kidney Injury/therapy , Acute Kidney Injury/mortality , Renal Replacement Therapy/methods , Glomerular Filtration Rate , Hyperkalemia/etiology , Hyperkalemia/therapy , Hyperkalemia/mortality , Renal Dialysis
3.
Sci Rep ; 14(1): 21098, 2024 09 10.
Article in English | MEDLINE | ID: mdl-39256537

ABSTRACT

Estimating glomerular filtration (eGFR) after Continuous Renal Replacement Therapy (CRRT) is important to guide drug dosing and to assess the need to re-initiate CRRT. Standard eGFR equations cannot be applied as these patients neither have steady-state serum creatinine concentration nor average muscle mass. In this study we evaluate the combination of dynamic renal function with CT-scan based correction for aberrant muscle mass to estimate renal function immediately after CRRT cessation. We prospectively included 31 patients admitted to an academic intensive care unit (ICU) with a total of 37 CRRT cessations and measured serum creatinine before cessation (T1), directly (T2) and 5 h (T3) after cessation and the following two days when eGFR stabilized (T4, T5). We used the dynamic creatinine clearance calculation (D3C) equation to calculate eGFR (D3CGFR) and creatinine clearance (D3Ccreat) between T2-T3. D3Ccreat was corrected for aberrant muscle mass when a CT-scan was available using the CRAFT equation. We compared D3CGFR to stabilized CKD-EPI at T5 and D3CCreat to 4-h urinary creatinine clearance (4-h uCrCl) between T2-T3. We retrospectively validated these results in a larger retrospective cohort (NICE database; 1856 patients, 2064 cessations). The D3CGFR was comparable to observed stabilized CKD-EPI at T5 in the prospective cohort (MPE = - 1.6 ml/min/1.73 m2, p30 = 76%) and in the retrospective NICE-database (MPE = 3.2 ml/min/1.73 m2, p30 = 80%). In the prospective cohort, the D3CCreat had poor accuracy compared to 4-h uCrCl (MPE = 17 ml/min/1.73 m2, p30 = 24%). In a subset of patients (n = 13) where CT-scans were available, combination of CRAFT and D3CCreat improved bias and accuracy (MPE = 8 ml/min/1.73 m2, RMSE = 18 ml/min/1.73 m2) versus D3CCreat alone (MPE = 18 ml/min/1.73 m2, RMSE = 32 ml/min/1.73 m2). The D3CGFR improves assessment of eGFR in ICU patients immediately after CRRT cessation. Although the D3CCreat had poor association with underlying creatinine clearance, inclusion of CT derived biometric parameters in the dynamic renal function algorithm further improved the performance, stressing the role of muscle mass integration into renal function equations in critically ill patients.


Subject(s)
Continuous Renal Replacement Therapy , Creatinine , Glomerular Filtration Rate , Intensive Care Units , Humans , Male , Female , Middle Aged , Continuous Renal Replacement Therapy/methods , Creatinine/blood , Creatinine/urine , Aged , Prospective Studies , Kidney/physiopathology , Kidney/diagnostic imaging , Retrospective Studies , Tomography, X-Ray Computed , Kidney Function Tests/methods , Renal Replacement Therapy/methods
4.
Ren Fail ; 46(2): 2404237, 2024 Dec.
Article in English | MEDLINE | ID: mdl-39311647

ABSTRACT

BACKGROUND: Acute kidney injury (AKI) is a prevalent complication in critically ill patients that affects the timing of renal replacement therapy (RRT) initiation. This study aimed to develop and validate the SACrA score for predicting non-emergent initiations (BUN ≥112 mg/dL or oliguria for >72 h) of RRT in critically ill patients. METHODS: We conducted a retrospective cohort study using data from two cohorts. The derivation cohort included patients admitted to the ICU between November 2021 and December 2023, whereas the validation cohort included patients admitted between September 2019 and October 2021. The primary outcome was non-emergent RRT initiation. The multivariate logistic regression with stepwise selection based on the Akaike information criterion finalized the model, including the variables, such as sex, albumin (Alb), creatinine (Cr), and APACHE II score (SACrA). RESULTS: The derivation and validation cohorts comprised 470 and 476 patients, respectively. The SACrA score showed a strong predictive performance for non-emergent RRT initiation in both the cohorts. Cohort 1 had an ROC-AUC of 0.971, with a calibration slope of 0.982 and an intercept of 0.009, whereas cohort 2 had an ROC-AUC of 0.918, with a calibration slope of 0.988 and an intercept of 0.004. CONCLUSIONS: The SACrA score is a robust tool for predicting non-emergent RRT initiation in critically ill patients using readily available clinical variables. Though additional data are needed to validate the SACrA score, our analysis suggests the tool may help clinicians make informed decisions, reduce unnecessary RRT, and thereby improve patient outcomes.


Subject(s)
Acute Kidney Injury , Critical Illness , Renal Replacement Therapy , Humans , Male , Female , Retrospective Studies , Critical Illness/therapy , Renal Replacement Therapy/methods , Middle Aged , Acute Kidney Injury/therapy , Aged , Intensive Care Units/statistics & numerical data , APACHE , ROC Curve , Creatinine/blood , Logistic Models
6.
Ren Fail ; 46(2): 2387207, 2024 Dec.
Article in English | MEDLINE | ID: mdl-39238242

ABSTRACT

INTRODUCTION: Regional citrate anticoagulation is a preferred option for renal replacement therapy in critically ill patients. However, current implementations ignore individual differences that may exist in the fluctuation of patients' ionized calcium levels. To address this problem, individualized citrate and calcium supplementation models were established based on the pharmacokinetic and clearance characteristics of citrate, and an automated regional citrate anticoagulation system was built with these models as its core to facilitate the treatment of clinical patients. This study was designed to preliminarily evaluate the safety and efficacy of this system, the SuperbMed® RCA-SP100 automated regional citrate anticoagulation system, in prolonged intermittent renal replacement therapy. METHODS: Seven patients undergoing prolonged intermittent renal replacement therapy completed treatment with the SuperbMed® RCA-SP100 system. In vivo and in vitro ionized calcium levels were measured every hour before and after the start of dialysis. The accuracy and alarm sensitivity of the pumps were also monitored. RESULTS: During seven treatments, the average extracorporeal ionized calcium level was 0.34 ± 0.02 mmol/L, and the mean ionized calcium level in vivo was 1.09 ± 0.07 mmol/L. No patient required intervention, and there was no filter coagulation. The pumps all had an absolute accuracy less than 5%, and alarms could be triggered precisely. CONCLUSIONS: We reported on an automated system that allows for individualized citrate and calcium supplementation in prolonged intermittent renal replacement therapy and enables the precise and secure implementation of regional citrate anticoagulation.


Subject(s)
Anticoagulants , Citric Acid , Renal Replacement Therapy , Humans , Anticoagulants/administration & dosage , Anticoagulants/pharmacokinetics , Male , Female , Citric Acid/administration & dosage , Middle Aged , Aged , Renal Replacement Therapy/methods , Calcium/blood , Critical Illness/therapy
7.
Crit Care ; 28(1): 266, 2024 Aug 07.
Article in English | MEDLINE | ID: mdl-39113139

ABSTRACT

Most randomized controlled studies on nutrition in intensive care patients did not yield conclusive results or were neutral or negative concerning the primary endpoints but also in most secondary endpoints. However, there is a consistent observation that in several of these studies there was a negative effect of the nutrition intervention on the kidneys in one of the study arms. During the early phase and in unstable periods during further course of disease an inadequate clinical nutrition can damage the kidneys, can elicit or aggravate acute kidney injury and/ or increase requirements of renal replacement therapy (RRT). This relates to total energy intake, glucose intake/hyperglycemia and protein/ amino acid intake at various stages of renal dysfunction. The kidney could present a critical organ system for guiding nutrition therapy, a close monitoring of kidney function should be observed and nutrition therapy may need to be adapted accordingly. The long-held dogma of performing full nutrition and accept an otherwise not necessary RRT is definitely to be refuted.


Subject(s)
Intensive Care Units , Humans , Intensive Care Units/organization & administration , Renal Replacement Therapy/methods , Acute Kidney Injury/therapy , Kidney/physiopathology , Kidney/physiology , Nutrition Therapy/methods , Nutritional Support/methods , Critical Care/methods , Critical Illness/therapy
8.
Sci Rep ; 14(1): 19645, 2024 08 23.
Article in English | MEDLINE | ID: mdl-39179637

ABSTRACT

Sepsis, one of the leading causes of death, is still lacking specific treatment. OXIRIS (BAXTER, Deerfield, IL, USA) is the first device allowing combined removal of endotoxins, inflammatory mediators and uremic toxins, alongside fluid balance control. Available data is very limited. This retrospective propensity score-matched cohort study of adult patients with septic shock aimed to evaluate septic shock duration and mortality in patients treated with either standard of care renal replacement therapy (RRT) or RRT with combined hemoadsorption, who were admitted to the interdisciplinary surgical intensive care unit at Heidelberg University Hospital during the years 2018 through 2021. Main outcomes were duration of shock, thirty-day mortality and plasma interleukin-6 levels before and after initiation of hemoadsorption. Included were 117 patients (female, 33%; male 67%); median age: 67 (16) years. After matching: 42 patients (female, 33%; male, 67%); mean age: 59.1 ± 13.8 years. There was no statistically significant difference in septic shock duration (p = 0.94; hazard ratio (HR) 0.97 (95% CI, 0.48-1.97)). Thirty-day survival analysis showed a non-statistically significant survival difference. (p = 0.063; HR 0.43 (95% CI, 0.17-1.09)). A post-hoc 90-day survival analysis revealed statistically significant longer survival and lower death hazard ratio in patients treated with RRT + HA (p = 0.037; HR = 0.42 (95% CI, 0.18-0.99). In conclusion, RRT with combined hemoadsorption of endotoxins, inflammatory mediators and uremic toxins is a modality worth further investigation.


Subject(s)
Endotoxins , Inflammation Mediators , Intensive Care Units , Renal Replacement Therapy , Shock, Septic , Uremic Toxins , Humans , Shock, Septic/mortality , Shock, Septic/blood , Shock, Septic/therapy , Male , Female , Middle Aged , Aged , Retrospective Studies , Endotoxins/blood , Inflammation Mediators/blood , Uremic Toxins/blood , Renal Replacement Therapy/methods , Interleukin-6/blood
9.
Trials ; 25(1): 542, 2024 Aug 16.
Article in English | MEDLINE | ID: mdl-39152492

ABSTRACT

BACKGROUND: To explore the feasibility and effectiveness of a segmented sodium citrate solution anticoagulation strategy in patients receiving CRRT. METHODS: A prospective, randomized controlled study was conducted. RESULTS: According to the inclusion and exclusion criteria, 80 patients were included and randomly divided into two groups. Moreover, coagulation indices, liver function indices, renal function indices, and SOFA and APACHE II scores did not significantly differ between the two groups (P > 0.05). The coagulation grade of the venous ports in the experimental group was lower than that in the control group and the two groups of filters, but the difference was not statistically significant (P = 0.337). Both sodium citrate solution infusion methods maintained a low blood calcium concentration (0.25-0.45 mmol/L) in the peripheral circulation pathway, and no patient developed hypocalcaemia (< 1.0 mmol/L). The lifespans of the extracorporeal circulation tube in the experimental group and the control group were 69.43 ± 1.49 h and 49.39 ± 2.44 h, respectively (t = 13.316, P = 0.001). CONCLUSION: The segmented citrate solution anticoagulation strategy could extend the lifespan of the extracorporeal circulation tube and improve CRRT efficacy. TRIAL REGISTRATION: The Chinese Clinical Trial Registry number is ChiCTR2200057272. Registered on March 5, 2022.


Subject(s)
Anticoagulants , Critical Illness , Sodium Citrate , Humans , Prospective Studies , Anticoagulants/administration & dosage , Sodium Citrate/administration & dosage , Male , Middle Aged , Female , Aged , Blood Coagulation/drug effects , Treatment Outcome , Continuous Renal Replacement Therapy/methods , Feasibility Studies , China , Renal Replacement Therapy/methods
10.
Clin Nutr ; 43(9): 2238-2254, 2024 Sep.
Article in English | MEDLINE | ID: mdl-39178492

ABSTRACT

BACKGROUND AND AIMS: Hospitalized patients often have acute kidney disease (AKD) or chronic kidney disease (CKD), with important metabolic and nutritional consequences. Moreover, in case kidney replacement therapy (KRT) is started, the possible impact on nutritional requirements cannot be neglected. On this regard, the present guideline aims to provide evidence-based recommendations for clinical nutrition in hospitalized patients with KD. METHODS: The standard operating procedure for ESPEN guidelines was used. Clinical questions were defined in both the PICO format, and organized in subtopics when needed, and in non-PICO questions for the more general topics. The literature search was from January 1st, 1999 until January 1st, 2020. Each question led to one or more recommendation/statement and related commentaries. Existing evidence was graded, as well as recommendations and statements were developed and agreed upon in a multistage consensus process. RESULTS: The present guideline provides 32 evidence-based recommendations and 8 statements, defining how to assess nutritional status, how to define patients at risk, how to choose the route of feeding, and how to integrate nutrition with KRT. In the final online voting, a strong consensus was reached in 84% at least of recommendations and 100% of statements. CONCLUSION: The presence of KD in hospitalized patients identifies a highly heterogeneous group of subjects with widely varying nutrient needs and intakes. Considering the high nutritional risk related with this clinical condition, an individualized approach consisting of nutritional status evaluation and monitoring, frequent evaluation of nutritional requirements, and careful integration with KRT should be planned to avoid both underfeeding and overfeeding. Practical recommendations and statements were developed, aiming at defining suggestions for everyday clinical practice in the individualization of nutritional support in this patient setting. Literature areas with scarce or without evidence were also identified, thus requiring further basic or clinical research.


Subject(s)
Hospitalization , Renal Insufficiency, Chronic , Humans , Renal Insufficiency, Chronic/therapy , Renal Insufficiency, Chronic/diet therapy , Nutritional Status , Renal Replacement Therapy/methods , Renal Replacement Therapy/standards , Nutritional Support/methods , Nutritional Support/standards , Nutrition Assessment , Acute Kidney Injury/therapy , Acute Kidney Injury/diet therapy , Nutritional Requirements , Nutrition Therapy/methods , Nutrition Therapy/standards
11.
Ther Drug Monit ; 46(5): 559-562, 2024 Oct 01.
Article in English | MEDLINE | ID: mdl-38950121

ABSTRACT

BACKGROUND: The case study discusses a complex scenario involving the use of amoxicillin in a critically ill patient undergoing intermittent renal replacement therapy.Severe infections are complicated by septic shock and organ failure, requiring urgent and effective antibiotic treatment. METHODS: The patient's comorbidities, including obesity and acute kidney injury, required careful consideration of the amoxicillin dosing strategies. RESULTS: Therapeutic drug monitoring is critical for dose adjustment during treatment. CONCLUSIONS: This case highlights the importance of a collaborative approach between clinicians and therapeutic drug monitoring consultants to optimize antibiotic therapy for critically ill patients with renal impairment.


Subject(s)
Amoxicillin , Anti-Bacterial Agents , Critical Illness , Drug Monitoring , Renal Replacement Therapy , Humans , Anti-Bacterial Agents/therapeutic use , Anti-Bacterial Agents/administration & dosage , Amoxicillin/therapeutic use , Amoxicillin/administration & dosage , Renal Replacement Therapy/methods , Drug Monitoring/methods , Acute Kidney Injury/therapy , Male , Precision Medicine/methods , Middle Aged
12.
Pediatr Nephrol ; 39(10): 3067-3077, 2024 Oct.
Article in English | MEDLINE | ID: mdl-38850407

ABSTRACT

BACKGROUND: Infantile nephropathic cystinosis (INC) is a rare lysosomal storage disorder, mostly and often firstly affecting the kidneys, together with impaired disharmonious growth and rickets, eventually resulting in progressive chronic kidney disease (CKD). With the introduction of cysteamine therapy, most pediatric patients reach adulthood with no need for kidney replacement therapy. Still, detailed changes in INC patients' clinical and morphological presentation over the past decades have not yet been thoroughly investigated. METHODS: Two groups with a respective total of 64 children with INC and 302 children with CKD, both treated conservatively and aged 2 to 18 years, were prospectively observed in the time span from 1998 to 2022 with 1186 combined annual clinical and morphological examinations clustered into two measurement periods (1998 to 2015 and ≥ 2016). RESULTS: In INC patients, thoracic proportion indices remained markedly increased, whereas body fat stores remained decreased over the past 25 years (+ 1 vs. below ± 0 z-score, respectively). Their CKD peers presented with overall improved growth, general harmonization of body proportions, and improved body fat stores, while INC patients only presented with an isolated significant increase in leg length over time (∆0.36 z-score). eGFR adjusted for age did not significantly change over the past 25 years in both groups. Alkaline phosphatase (ALP) showed a significant decrease in CKD patients over time, while remaining above normal levels in INC patients. CONCLUSIONS: Disproportionate thoracic shape and impaired body fat stores remain the most characteristic morphological traits in INC patients over the past 25 years, while causal mechanisms remain unclear.


Subject(s)
Cystinosis , Renal Insufficiency, Chronic , Renal Replacement Therapy , Humans , Child , Cystinosis/therapy , Cystinosis/pathology , Cystinosis/diagnosis , Cystinosis/complications , Male , Adolescent , Female , Child, Preschool , Renal Insufficiency, Chronic/therapy , Renal Insufficiency, Chronic/pathology , Renal Replacement Therapy/statistics & numerical data , Renal Replacement Therapy/methods , Prospective Studies , Kidney/pathology , Disease Progression , Cysteamine/therapeutic use , Cysteamine/administration & dosage
13.
Medicine (Baltimore) ; 103(25): e38580, 2024 Jun 21.
Article in English | MEDLINE | ID: mdl-38905421

ABSTRACT

BACKGROUND: Extracorporeal membrane oxygenation (ECMO) is used for severe cardiopulmonary failure, with veno-arterial ECMO for cardiogenic shock and veno-venous ECMO for acute respiratory failure. ECMO's application has expanded to ICUs, emergency departments, and operating rooms. ECMO patients are at high risk for complications, including acute kidney injury (AKI), often requiring renal replacement therapy (RRT), posing significant management challenges. METHODS: From August 2015 to June 2022, 120 patients were cured with veno-venous ECMO (n = 60) or veno-arterial ECMO (VA-ECMO, n = 60) combined with CRRT in our hospital. In the control group (n = 60), the input end (arterial end) of CRRT was connected to the ECMO oxygenator. The reinfusion end (venous end) of CRRT was connected to the oxygenator of ECMO for CRRT + ECMO treatment. In the experimental group (n = 60), the input end (arterial end) of CRRT was connected to the oxygenator of ECMO, and an additional pressure regulating device was installed on the connection of the 2 lines. The observation indexes including clinical therapeutic effect, clinical therapeutic effect, the incidence of complications, and the incidence of complications were compared. RESULTS: There was a notable decrease in serum creatinine, and the differences in blood urea nitrogen, procalcitonin, and C-reactive protein after operation were statistically significant (P < .05). The filter use time in the study group was notably longer (P < .01). There exhibited no remarkable difference in the incidences of bleeding, thrombosis, numbness of hands and feet, metabolic alkalosis, disseminated intravascular coagulation, organ dysfunction syndrome, hyperbilirubinemia, and infection. CONCLUSION: This study demonstrates that additional pressure regulation devices are installed at the line connection between the CRRT input end and the CRRT return end to ensure that the flow rate of ECMO does not affect the CRRT treatment. ECMO and CRRT provide a safe pressure range so that the ECMO line can be safely connected to the CRRT machine at physiological pressure, reducing the occurrence of complications related to CRRT machine interruption and improving the efficiency of CRRT without affecting the efficiency of ECMO, ensuring patient safety.


Subject(s)
Acute Kidney Injury , Extracorporeal Membrane Oxygenation , Renal Replacement Therapy , Humans , Extracorporeal Membrane Oxygenation/methods , Extracorporeal Membrane Oxygenation/adverse effects , Female , Male , Middle Aged , Acute Kidney Injury/therapy , Renal Replacement Therapy/methods , Aged , Incidence , Adult
14.
Blood Purif ; 53(9): 704-715, 2024.
Article in English | MEDLINE | ID: mdl-38865971

ABSTRACT

INTRODUCTION: Continuous renal replacement therapy (CRRT) is a primary form of renal support for patients with acute kidney injury in an intensive care unit. Making an accurate decision of discontinuation is crucial for the prognosis of patients. Previous research has mostly focused on the univariate and multivariate analysis of factors in CRRT, without the capacity to capture the complexity of the decision-making process. The present study thus developed a dynamic, interpretable decision model for CRRT discontinuation. METHOD: The study adopted a cohort of 1,234 adult patients admitted to an intensive care unit in the MIMIC-IV database. We used the eXtreme Gradient Boosting (XGBoost) machine learning algorithm to construct dynamic discontinuation decision models across 4 time points. SHapley Additive exPlanation (SHAP) analysis was conducted to exhibit the contributions of individual features to the model output. RESULT: Of the 1,234 included patients with CRRT, 596 (48.3%) successfully discontinued CRRT. The dynamic prediction by the XGBoost model produced an area under the curve of 0.848, with accuracy, sensitivity, and specificity of 0.782, 0.786, and 0.776, respectively. The performance of the XGBoost model was far superior to other test models. SHAP demonstrated that the features that contributed most to the model results were the Sequential Organ Failure Assessment score, serum lactate level, and 24-h urine output. CONCLUSION: Dynamic decision models supported by machine learning are capable of dealing with complex factors in CRRT and effectively predicting the outcome of discontinuation.


Subject(s)
Acute Kidney Injury , Continuous Renal Replacement Therapy , Machine Learning , Humans , Continuous Renal Replacement Therapy/methods , Female , Male , Middle Aged , Acute Kidney Injury/therapy , Aged , Intensive Care Units , Clinical Decision-Making , Algorithms , Renal Replacement Therapy/methods
15.
Blood Purif ; 53(9): 716-724, 2024.
Article in English | MEDLINE | ID: mdl-38880082

ABSTRACT

INTRODUCTION: The Kidney Disease Improving Global Outcomes (KDIGO) clinical practice guideline recommends administering an effluent volume of 20-25 mL/kg/h during continuous renal replacement therapy (CRRT) for acute kidney injury. Recent evidence on CRRT initiation showed that less intervention might be beneficial for renal recovery. This study aimed to explore the association between early-phase low CRRT intensity and acid-base balance corrections and clinical outcomes. METHODS: This was a single-centre, retrospective, observational study at a tertiary intensive care unit (ICU) in Japan. All adult patients requiring CRRT in the ICU were included. Eligible patients were classified into the Low group (dialysate flow rate [QD] 10.0-19.9 mL/kg/h) and the Standard group (QD ≥20 mL/kg/h) by the intensity of CRRT at the beginning. The primary outcomes were acid-base parameters 6 h after CRRT initiation. We used an inverse probability of treatment weighting analysis to estimate the association between the intensity group and the outcomes. RESULTS: Overall, 194 patients were classified into the Low group (n = 144) and the Standard group (n = 50). The Standard group presented with more severe acid-base disturbances, including lower pH and base excess (BE) at baseline. At 6 h after CRRT initiation, pH, BE, and strong ion difference values were comparable, even after adjusting for baseline severity. Despite the efficient correction, no evident differences were observed in clinical outcomes between the two groups. CONCLUSIONS: The initial standard intensity appeared to be efficient in correcting acid-base imbalance at the early phase of CRRT; however, further studies are needed to assess the impact on clinical outcomes.


Subject(s)
Acid-Base Equilibrium , Acute Kidney Injury , Continuous Renal Replacement Therapy , Humans , Continuous Renal Replacement Therapy/methods , Male , Female , Retrospective Studies , Aged , Acute Kidney Injury/therapy , Middle Aged , Intensive Care Units , Treatment Outcome , Renal Replacement Therapy/methods
16.
Sci Rep ; 14(1): 14284, 2024 06 21.
Article in English | MEDLINE | ID: mdl-38902283

ABSTRACT

Optimal strategy for volume control and the clinical implication of achieved volume control are unknown in patients with sepsis-associated acute kidney injury (AKI) receiving continuous renal replacement therapy (CRRT). This randomized controlled trial aimed to compare the survival according to conventional or bioelectrical impedance analysis (BIA)-guided volume control strategy in patients with sepsis-associated AKI receiving CRRT. We also compared patient survival according to achieved volume accumulation rate ([cumulative fluid balance during 3 days × 100]/fluid overload measured by BIA at enrollment) as a post-hoc analysis. We randomly assigned patients to conventional volume control strategy (n = 39) or to BIA-guided volume control strategy (n = 34). There were no differences in 28-day mortality (HR, 1.19; 95% CI, 0.63-2.23) or 90-day mortality (HR, 0.99; 95% CI 0.57-1.75) between conventional and BIA-guided volume control group. In the secondary analysis, achieved volume accumulation rate was significantly associated with patient survival. Compared with the achieved volume accumulation rate of ≤ - 50%, the HRs (95% CIs) for the risk of 90-day mortality were 1.21 (0.29-5.01), 0.55 (0.12-2.48), and 7.18 (1.58-32.51) in that of - 50-0%, 1-50%, and > 50%, respectively. Hence, BIA-guided volume control in patients with sepsis-associated AKI receiving CRRT did not improve patient outcomes. In the secondary analysis, achieved volume accumulation rate was associated with patient survival.


Subject(s)
Acute Kidney Injury , Continuous Renal Replacement Therapy , Sepsis , Humans , Acute Kidney Injury/therapy , Acute Kidney Injury/mortality , Acute Kidney Injury/etiology , Sepsis/mortality , Sepsis/complications , Sepsis/therapy , Male , Female , Continuous Renal Replacement Therapy/methods , Aged , Middle Aged , Electric Impedance , Treatment Outcome , Renal Replacement Therapy/methods
17.
Int J Mol Sci ; 25(11)2024 May 29.
Article in English | MEDLINE | ID: mdl-38892111

ABSTRACT

Sepsis-associated kidney injury is common in critically ill patients and significantly increases morbidity and mortality rates. Several complex pathophysiological factors contribute to its presentation and perpetuation, including macrocirculatory and microcirculatory changes, mitochondrial dysfunction, and metabolic reprogramming. Recovery from acute kidney injury (AKI) relies on the evolution towards adaptive mechanisms such as endothelial repair and tubular cell regeneration, while maladaptive repair increases the risk of progression to chronic kidney disease. Fundamental management strategies include early sepsis recognition and prompt treatment, through the administration of adequate antimicrobial agents, fluid resuscitation, and vasoactive agents as needed. In septic patients, organ-specific support is often required, particularly renal replacement therapy (RRT) in the setting of severe AKI, although ongoing debates persist regarding the ideal timing of initiation and dosing of RRT. A comprehensive approach integrating early recognition, targeted interventions, and close monitoring is essential to mitigate the burden of SA-AKI and improve patient outcomes in critical care settings.


Subject(s)
Acute Kidney Injury , Sepsis , Humans , Acute Kidney Injury/therapy , Acute Kidney Injury/etiology , Sepsis/complications , Sepsis/therapy , Renal Replacement Therapy/methods , Critical Illness
18.
Crit Care ; 28(1): 198, 2024 06 11.
Article in English | MEDLINE | ID: mdl-38863072

ABSTRACT

BACKGROUND: Current continuous kidney replacement therapy (CKRT) protocols ignore physiological renal compensation for hypercapnia. This study aimed to explore feasibility, safety, and clinical benefits of pCO2-adapted CKRT for hypercapnic acute respiratory distress syndrome (ARDS) patients with indication for CKRT. METHODS: We enrolled mechanically ventilated hypercapnic ARDS patients (pCO2 > 7.33 kPa) receiving regional citrate anticoagulation (RCA) based CKRT in a prospective, randomized-controlled pilot-study across five intensive care units at the Charité-Universitätsmedizin Berlin, Germany. Patients were randomly assigned 1:1 to the control group with bicarbonate targeted to 24 mmol/l or pCO2-adapted-CKRT with target bicarbonate corresponding to physiological renal compensation. Study duration was six days. Primary outcome was bicarbonate after 72 h. Secondary endpoints included safety and clinical endpoints. Endpoints were assessed in all patients receiving treatment. RESULTS: From September 2021 to May 2023 40 patients (80% male) were enrolled. 19 patients were randomized to the control group, 21 patients were randomized to pCO2-adapted-CKRT. Five patients were excluded before receiving treatment: three in the control group (consent withdrawal, lack of inclusion criteria fulfillment (n = 2)) and two in the intervention group (lack of inclusion criteria fulfillment, sudden unexpected death) and were therefore not included in the analysis. Median plasma bicarbonate 72 h after randomization was significantly higher in the intervention group (30.70 mmol/l (IQR 29.48; 31.93)) than in the control group (26.40 mmol/l (IQR 25.63; 26.88); p < 0.0001). More patients in the intervention group received lung protective ventilation defined as tidal volume < 8 ml/kg predicted body weight. Thirty-day mortality was 10/16 (63%) in the control group vs. 8/19 (42%) in the intervention group (p = 0.26). CONCLUSION: Tailoring CKRT to physiological renal compensation of respiratory acidosis appears feasible and safe with the potential to improve patient care in hypercapnic ARDS. TRIAL REGISTRATION: The trial was registered in the German Clinical Trials Register (DRKS00026177) on September 9, 2021 and is now closed.


Subject(s)
Carbon Dioxide , Hypercapnia , Renal Replacement Therapy , Respiratory Distress Syndrome , Humans , Male , Female , Pilot Projects , Middle Aged , Hypercapnia/therapy , Hypercapnia/drug therapy , Aged , Carbon Dioxide/blood , Carbon Dioxide/analysis , Carbon Dioxide/therapeutic use , Respiratory Distress Syndrome/therapy , Respiratory Distress Syndrome/drug therapy , Prospective Studies , Renal Replacement Therapy/methods , Renal Replacement Therapy/statistics & numerical data , Intensive Care Units/organization & administration , Intensive Care Units/statistics & numerical data , Respiration, Artificial/methods , Respiration, Artificial/statistics & numerical data , Continuous Renal Replacement Therapy/methods , Continuous Renal Replacement Therapy/statistics & numerical data
19.
Zhonghua Wei Zhong Bing Ji Jiu Yi Xue ; 36(5): 520-526, 2024 May.
Article in Chinese | MEDLINE | ID: mdl-38845500

ABSTRACT

OBJECTIVE: To identify the independent factors of unplanned interruption during continuous renal replacement therapy (CRRT) and construct a risk prediction model, and to verify the clinical application effectiveness of the model. METHODS: A retrospective study was conducted on critically ill adult patients who received CRRT treatment in the intensive care unit (ICU) of Zhejiang Hospital from January 2021 to August 2022 for model construction. According to whether unplanned weaning occurred, the patients were divided into two groups. The potential influencing factors of unplanned CRRT weaning in the two groups were compared. The independent influencing factors of unplanned CRRT weaning were screened by binary Logistic regression and a risk prediction model was constructed. The goodness of fit of the model was verified by a Hosmer-Lemeshow test and its predictive validity was evaluated by receiver operator characteristic curve (ROC curve). Then embed the risk prediction model into the hospital's ICU multifunctional electronic medical record system for severe illness, critically ill patients with CRRT admitted to the ICU of Zhejiang Hospital from November 2022 to October 2023 were prospectively analyzed to verify the model's clinical application effect. RESULTS: (1) Model construction and internal validation: a total of 331 critically ill patients with CRRT were included to be retrospectively analyzed. Among them, there were 238 patients in planned interruption group and 93 patients in unplanned interruption group. Compared with the planned interruption group, the unplanned interruption group was shown as a lower proportion of males (80.6% vs. 91.6%) and a higher proportion of chronic diseases (60.2% vs. 41.6%), poor blood purification catheter function (31.2% vs. 6.3%), as a higher platelet count (PLT) before CRRT initiation [×109/L: 137 (101, 187) vs. 109 (74, 160)], lower level of blood flow rate [mL/min: 120 (120, 150) vs. 150 (140, 180)], higher proportion of using pre-dilution (37.6% vs. 23.5%), higher filtration fraction [23.0% (17.5%, 32.9%) vs. 19.1% (15.7%, 22.6%)], and frequency of blood pump stops [times: 19 (14, 21) vs. 9 (6, 13)], the differences of the above 8 factors between the two groups were statistically significant (all P < 0.05). Binary Logistic regression analysis showed that chronic diseases [odds ratio (OR) = 3.063, 95% confidence interval (95%CI) was 1.200-7.819], blood purification catheter function (OR = 4.429, 95%CI was 1.270-15.451), blood flow rate (OR = 0.928, 95%CI was 0.900-0.957), and frequency of blood pump stops (OR = 1.339, 95%CI was 1.231-1.457) were the independent factors for the unplanned interruption of CRRT (all P < 0.05). These 4 factors were used to construct a risk prediction model, and ROC curve analysis showed that the area under the curve (AUC) predicted by the model was 0.952 (95%CI was 0.930-0.973, P = 0.003 0), with a sensitivity of 88.2%, a specificity of 89.9%, and a maximum value of 1.781 for the Youden index. (2) External validation: prospective inclusion of 110 patients, including 63 planned interruption group and 47 unplanned interruption group. ROC curve analysis showed that the AUC of the risk prediction model was 0.919 (95%CI was 0.870-0.969, P = 0.004 3), with a sensitivity of 91.5%, a specificity of 79.4%, and a maximum value of the Youden index of 1.709. CONCLUSIONS: The risk prediction model for unplanned interruption during CRRT has a high predictive efficiency, allowing for rapid and real-time identification of the high risk patients, thus providing references for preventative nursing.


Subject(s)
Continuous Renal Replacement Therapy , Critical Illness , Intensive Care Units , Humans , Retrospective Studies , Continuous Renal Replacement Therapy/methods , Risk Factors , Logistic Models , ROC Curve , Female , Male , Renal Replacement Therapy/methods , Middle Aged
20.
Sci Rep ; 14(1): 13504, 2024 06 12.
Article in English | MEDLINE | ID: mdl-38866989

ABSTRACT

There remains no optimal anticoagulation protocol for continuous renal replacement therapy (CRRT) with regional citrate anticoagulation (RCA) in pediatric patients with elevated D-dimer levels. We aimed to assess the effects of different anticoagulation strategies on the risk of CRRT filter clotting in these patients. Pediatric patients undergoing CRRT were retrospectively grouped based on pre-CRRT D-dimer levels and anticoagulant: D-RCA group (normal D-dimer, RCA only, n = 22), D+ RCA group (elevated D-dimer, RCA only, n = 50), and D+ RCA+ systemic heparin anticoagulation (SHA) group (elevated D-dimer, RCA combined with SHA, n = 55). The risk of filter clotting and incidence of bleeding were compared among the groups. Among the groups, the D+ RCA+ SHA group had the longest filter lifespan; further, the incidence of bleeding was not increased by concurrent use of low-dose heparin for anticoagulation. Moreover, concurrent heparin anticoagulation was associated with a decreased risk of filter clotting. Contrastingly, high pre-CRRT hemoglobin and D-dimer levels and post-filter ionized calcium level > 0.4 mmol/L were associated with an increased risk of filter clotting. RCA combined with low-dose heparin anticoagulation could reduce the risk of filter clotting and prolong filter lifespan without increasing the risk of bleeding in patients with elevated D-dimer levels undergoing CRRT.


Subject(s)
Anticoagulants , Citric Acid , Continuous Renal Replacement Therapy , Fibrin Fibrinogen Degradation Products , Heparin , Humans , Anticoagulants/administration & dosage , Heparin/administration & dosage , Continuous Renal Replacement Therapy/methods , Male , Female , Citric Acid/administration & dosage , Child , Fibrin Fibrinogen Degradation Products/analysis , Fibrin Fibrinogen Degradation Products/metabolism , Child, Preschool , Retrospective Studies , Infant , Hemorrhage/prevention & control , Hemorrhage/etiology , Blood Coagulation/drug effects , Adolescent , Renal Replacement Therapy/methods
SELECTION OF CITATIONS
SEARCH DETAIL