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Fluid accumulation, survival and recovery of kidney function in critically ill patients with acute kidney injury

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Fluid accumulation is associated with adverse outcomes in critically ill patients. Here, we sought to determine if fluid accumulation is associated with mortality and non-recovery of kidney function in critically ill adults with acute kidney injury. Fluid overload was defined as more than a 10% increase in body weight relative to baseline, measured in 618 patients enrolled in a prospective multicenter observational study. Patients with fluid overload experienced significantly higher mortality within 60 days of enrollment. Among dialyzed patients, survivors had significantly lower fluid accumulation when dialysis was initiated compared to non-survivors after adjustments for dialysis modality and severity score. The adjusted odds ratio for death associated with fluid overload at dialysis initiation was 2.07. In non-dialyzed patients, survivors had significantly less fluid accumulation at the peak of their serum creatinine. Fluid overload at the time of diagnosis of acute kidney injury was not associated with recovery of kidney function. However, patients with fluid overload when their serum creatinine reached its peak were significantly less likely to recover kidney function. Our study shows that in patients with acute kidney injury, fluid overload was independently associated with mortality. Whether the fluid overload was the result of a more severe renal failure or it contributed to its cause will require clinical trials in which the role of fluid administration to such patients is directly tested.
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... CFB in relation to admission bodyweight was calculated using the following formula: ((cumulative fluid input [liters] -cumulative fluid output [liters]) / bodyweight [kg]) x 100 [5,11,12,22,23]. ...
... In addition, a postsurgical AKI was strongly associated with MAKE90, with the highest incidence in patients with AKI stage 3 [41]. Furthermore, Bouchard et al. analyzed 542 ICU patients with diagnosis of AKI who were enrolled in a prospective multicenter observational study [23]. In this trial, FA (> 10%) at the time of AKI diagnosis was associated with impaired recovery of renal function (defined as serum creatinine level ≤ 20% or ≤ 44 µmol/l above the baseline value). ...
... In this trial, FA (> 10%) at the time of AKI diagnosis was associated with impaired recovery of renal function (defined as serum creatinine level ≤ 20% or ≤ 44 µmol/l above the baseline value). Additionally, kidney recovery was less likely in patients with FA at the time of serum creatinine peak [23]. In line with our results, this may indicate that FA in the presence of AKI has more of an impact on renal recovery than FA before the onset of AKI. ...
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Background Fluid accumulation (FA) is known to be associated with acute kidney injury (AKI) during intensive care unit (ICU) stay but data on mid-term renal outcome is scarce. The aim of this study was to investigate the association between FA at ICU day 3 and major adverse kidney events in the first 30 days after ICU admission (MAKE30). Methods Retrospective, single-center cohort study including adult ICU patients with sufficient data to compute FA and MAKE30. We defined FA as a positive cumulative fluid balance greater than 5% of bodyweight. The association between FA and MAKE30, including its sub-components, as well as the serum creatinine trajectories during ICU stay were examined. In addition, we performed a sensitivity analysis for the stage of AKI and the presence of chronic kidney disease (CKD). Results Out of 13,326 included patients, 1,100 (8.3%) met the FA definition. FA at ICU day 3 was significantly associated with MAKE30 (adjusted odds ratio [aOR] 1.96; 95% confidence interval [CI] 1.67–2.30; p < 0.001) and all sub-components: need for renal replacement therapy (aOR 3.83; 95%CI 3.02–4.84), persistent renal dysfunction (aOR 1.72; 95%CI 1.40–2.12), and 30-day mortality (aOR 1.70; 95%CI 1.38–2.09), p all < 0.001. The sensitivity analysis showed an association of FA with MAKE30 independent from a pre-existing CKD, but exclusively in patients with AKI stage 3. Furthermore, FA was independently associated with the creatinine trajectory over the whole observation period. Conclusions Fluid accumulation is significantly associated with MAKE30 in critically ill patients. This association is independent from pre-existing CKD and strongest in patients with AKI stage 3.
... Meanwhile, the hazards associated with volume overload are gradually being appreciated. These hazards include slow repair of acute kidney injury, slow wound healing, prolonged mechanical ventilation (28,37,38), acute pulmonary edema, acute respiratory distress syndrome (38)(39)(40)(41)(42)(43), and impaired cardiac function (44). Due to the low incidence of pheochromocytoma, most of the relevant studies are currently small-sample single-center retrospective studies. ...
... Meanwhile, the hazards associated with volume overload are gradually being appreciated. These hazards include slow repair of acute kidney injury, slow wound healing, prolonged mechanical ventilation (28,37,38), acute pulmonary edema, acute respiratory distress syndrome (38)(39)(40)(41)(42)(43), and impaired cardiac function (44). Due to the low incidence of pheochromocytoma, most of the relevant studies are currently small-sample single-center retrospective studies. ...
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Purpose Surgery is the only way to cure pheochromocytoma; however, postoperative hemodynamic instability is one of the main causes of serious complications and even death. This study’s findings provide some guidance for improved clinical management. Patients and methods This study was to investigate the factors leading to postoperative hemodynamic instability in the postoperative pathology indicated pheochromocytoma from May 2016 to May 2022. They were divided into two groups according to whether vasoactive drugs were used for a median number of days or more postoperatively. The factors affecting the postoperative hemodynamics in the perioperative period (preoperative, intraoperative, and postoperative) were then evaluated. Results The median number of days requiring vasoactive drug support postoperatively was three in 234 patients, while 118 (50.4%) patients required vasoactive drug support for three days or more postoperatively. The results of the multivariate analysis indicated more preoperative colloid use (odds ratio [OR]=1.834, confidence interval [CI]:1.265–2.659, P=0.001), intraoperative use of vasoactive drug (OR=4.174, CI:1.882–9.258, P<0.001), and more postoperative crystalloid solution input per unit of body weight per day (ml/kg/d) (OR=1.087, CI:1.062–1.112, P<0.001) were risk factors for predicting postoperative hemodynamic instability. The optimal cutoff point of postoperative crystalloid use were 42.37 ml/kg/d. Conclusion Hemodynamic instability is a key issue for consideration in the perioperative period of pheochromocytoma. The amount of preoperative colloid use, the need for intraoperative vasoactive drugs, and postoperative crystalloid solution are risk factors for predicting postoperative hemodynamic instability (registration number: ChiCT2300071166).
... Enhanced monitoring protocols entail more frequent assessment of renal function and meticulous oversight of fluid and electrolyte equilibrium. The timely interventions could encompass the optimization of hemodynamic status, avoidance of nephrotoxic agents, and the possible use of therapeutic interventions that have shown promise in protecting kidney function, such as hydration protocols, antioxidants, or drugs that target specific pathways involved in AKI [32][33][34]. Furthermore, it grants enhanced clarity in making pivotal decisions regarding the necessity and the optimal moment to commence KRT. In general, the predictive value of these biomarkers for renal non-recovery offers a powerful tool in the management of SA-AKI patients. ...
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... In cases suffering pre-renal AKI and hemodynamic instability proper fluid replacement may restore COP, systemic BP and kidney perfusion. In contrast, exaggerating fluid administration is usually accompanied by high mortality or poor recovery of kidney functions [3][4][5]. Excessive resuscitation and fluid overload might lead to compromised pulmonary gas exchange, delay healing of wounds, promote the nosocomial infection risks and is accompanied by organ's dysfunction. This is more commonly determined in ICU cases with AKI, in whom the impact of frequent fluid challenge is aggravated by reduced Na+ and H2O excretion. ...
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Continuous renal replacement therapy (CRRT) is a vital renal replacement method utilized in critically ill patients requiring sustained renal support. This review provides an in-depth examination of CRRT, encompassing its techniques, applications, and considerations. CRRT, characterized by continuous, slower dialysis, utilizes pump-driven venovenous extracorporeal circuits to purify blood, ensuring solute and fluid homeostasis. Essential components, including appropriate vascular access, pumps, permeable membranes, and fluid balance solutions, are integral to CRRT delivery. Different techniques of CRRT are available, each distinguished by its method of solute removal. Despite various options, the choice of CRRT is often driven by provider preference rather than patient-specific characteristics or outcome data. This review aims to elucidate the intricacies of CRRT, providing clinicians with valuable insights for informed decision-making and optimal patient care. Key Points: • Continuous renal replacement therapy (CRRT) is a crucial renal replacement method utilized in critically ill patients, providing sustained renal support through continuous, slower dialysis. • CRRT operates via pump-driven venovenous extracorporeal circuits, facilitating blood purification to maintain solute and fluid homeostasis. • Essential components of CRRT include appropriate vascular access, pumps for blood circulation, permeable membranes, and solutions for fluid balance. • Different techniques of CRRT exist, each distinguished by its method of solute removal, allowing for customization based on patient needs. • The choice of CRRT technique is often driven by provider preference rather than patient-specific characteristics or outcome data. • CRRT requires close monitoring and management to ensure optimal patient outcomes, with considerations including vascular access, anticoagulation, and metabolic balance. • Despite its widespread use, further research is needed to elucidate the optimal timing, technique, and patient selection criteria for CRRT. Introduction:
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Acute kidney injury (AKI) and acute lung injury (ALI) are the most common organ failures in intensive care medicine. AKI significantly impacts morbidity and mortality of affected patients. It often occurs in settings of critical illnesses like sepsis, rather than as a consequence of primary renal diseases. The severity of AKI correlates almost linearly with mortality. It often mirrors the critical illness of the patient but is also an independent predictor of mortality. A variety of conditions in patients under intensive care are associated with the development of AKI. Irrespective of the need for kidney replacement therapy reduction or even loss of kidney function with its wide impact on physiological functions is challenging and requires consideration and a broad adaptation of treatment on intensive care units.
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INTRODUCTION: Intravenous (IV) medications are a fundamental cause of fluid overload (FO) in the intensive care unit (ICU); however, the association between IV medication use (including volume), administration timing, and FO occurrence remains unclear. METHODS: This retrospective cohort study included consecutive adults admitted to an ICU ≥72 hours with available fluid balance data. FO was defined as a positive fluid balance ≥7% of admission body weight within 72 hours of ICU admission. After reviewing medication administration record (MAR) data in three-hour periods, IV medication exposure was categorized into clusters using principal component analysis (PCA) and Restricted Boltzmann Machine (RBM). Medication regimens of patients with and without FO were compared within clusters to assess for temporal clusters associated with FO using the Wilcoxon rank sum test. Exploratory analyses of the medication cluster most associated with FO for medications frequently appearing and used in the first 24 hours was conducted. RESULTS: FO occurred in 127/927 (13.7%) of the patients enrolled. Patients received a median (IQR) of 31 (13-65) discrete IV medication administrations over the 72-hour period. Across all 47,803 IV medication administrations, ten unique IV medication clusters were identified with 121-130 medications in each cluster. Among the ten clusters, cluster 7 had the greatest association with FO; the mean number of cluster 7 medications received was significantly greater in patients in the FO cohort compared to patients who did not experience FO (25.6 vs.10.9. p<0.0001). 51 of the 127 medications in cluster 7 (40.2%) appeared in > 5 separate 3-hour periods during the 72-hour study window. The most common cluster 7 medications included continuous infusions, antibiotics, and sedatives/analgesics. Addition of cluster 7 medications to a prediction model with APACHE II score and receipt of diuretics improved the ability for the model to predict fluid overload (AUROC 5.65, p =0.0004). CONCLUSIONS: Using ML approaches, a unique IV medication cluster was strongly associated with FO. Incorporation of this cluster improved the ability to predict development of fluid overload in ICU patients compared with traditional prediction models. This method may be further developed into real-time clinical applications to improve early detection of adverse outcomes.
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Continuous venovenous hemofiltration (CVVH) is used for renal replacement and fluid management in critically ill children. A previous small study suggested that survival was associated with less percent fluid overload (%FO) in the intensive care unit (ICU) before hemofiltration. We reviewed our experience with a large series of pediatric CVVH patients to evaluate factors associated with outcome. Retrospective chart review. Tertiary children's hospital. CVVH pediatric ICU patients from November 1997 to January 2003. None. %FO was defined as total fluid input minus output (up to 7 days before CVVH for both hospital stay and ICU stay) divided by body weight. One hundred thirteen patients received CVVH; 69 survived (61%). Multiple organ dysfunction syndrome (MODS) was present in 103 patients; 59 survived (57%). Median patient age was 9.6 yrs (25th, 75th percentile: 2.5, 14.3). Median %FO was significantly lower in survivors vs. nonsurvivors for all patients (7.8% [2.0, 16.7] vs. 15.1% [4.9, 25.9]; p =.02] and in patients with > or =3-organ MODS (9.2% [5.1,16.7] vs. 15.5% [8.3, 28.6]; p =.01). The Pediatric Risk of Mortality Score III at CVVH initiation also was associated with survival in these groups, but by multivariate analysis, %FO was independently associated with survival in patients with > or =3-organ MODS (p =.01). Survival in critically ill children receiving CVVH in this large series was higher than in previous reports. CVVH survival may be associated with less %FO in patients with > or =3-organ MODS. Prospective studies are necessary to determine whether earlier use of CVVH to control fluid overload in critically ill children can improve survival.