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1.
BMC Nephrol ; 25(1): 152, 2024 May 02.
Article in English | MEDLINE | ID: mdl-38698368

ABSTRACT

INTRODUCTION: Dysnatremia is strongly associated with poor prognosis in acute kidney injury (AKI); however, the impact of sodium trajectories on the prognosis of patients with AKI has not yet been well elucidated. This study aimed to assess the association between sodium trajectories in patients with AKI and mortality at 30-day and 1-year follow-up. METHODS: This retrospective cohort study used data from Medical Information Mart for Intensive Care (MIMIC)-IV database, and patients diagnosed with AKI within 48 h after admission were enrolled. Group-based trajectory models (GBTM) were applied to map the developmental course of the serum sodium fluctuations. Kaplan-Meier survival curve was used to compare differences in mortality in AKI patients with distinct serum sodium trajectories. Hazard ratios (HRs) were calculated to determine the association between trajectories and prognosis using Cox proportional hazard models. RESULTS: A total of 9,314 AKI patients were enrolled. Three distinct sodium trajectories were identified including: (i) stable group (ST, in which the serum sodium levels remained relatively stable, n = 4,935; 53.0%), (ii) descending group (DS, in which the serum sodium levels declined, n = 2,994; 32.15%) and (iii) ascending group (AS, in which the serum sodium levels were elevated, n = 1,383; 14.85%). There was no significant difference in age and gender distribution among the groups. The 30-day mortality rates were 7.9% in ST, 9.5% in DS and 16.6% in AS (p < 0.001). The results of 1-year mortality rates were similar (p < 0.001). In adjusted analysis, patients in the DS (HR = 1.22, 95% confidence interval [CI], 1.04-1.43, p = 0.015) and AS (HR = 1.68, 95% CI, 1.42-2.01, p = 0.013) groups had higher risks of 30-day mortality compared to those in the ST group. CONCLUSION: In patients with AKI, the serum sodium trajectories were independently associated with 30-day and 1-year mortality. Association between serum sodium level trajectories and prognosis in patients with AKI deserve further study.


Subject(s)
Acute Kidney Injury , Sodium , Humans , Acute Kidney Injury/blood , Acute Kidney Injury/mortality , Retrospective Studies , Male , Female , Sodium/blood , Middle Aged , Aged , Prognosis , Cohort Studies , Proportional Hazards Models , Kaplan-Meier Estimate
2.
Ren Fail ; 46(1): 2349113, 2024 Dec.
Article in English | MEDLINE | ID: mdl-38721900

ABSTRACT

BACKGROUND: Type 3 cardiorenal syndrome (CRS type 3) triggers acute cardiac injury from acute kidney injury (AKI), raising mortality in AKI patients. We aimed to identify risk factors for CRS type 3 and develop a predictive nomogram. METHODS: In this retrospective study, 805 AKI patients admitted at the Department of Nephrology, Second Hospital of Shanxi Medical University from 1 January 2017, to 31 December 2021, were categorized into a study cohort (406 patients from 2017.1.1-2021.6.30, with 63 CRS type 3 cases) and a validation cohort (126 patients from 1 July 2021 to 31 Dec 2021, with 22 CRS type 3 cases). Risk factors for CRS type 3, identified by logistic regression, informed the construction of a predictive nomogram. Its performance and accuracy were evaluated by the area under the curve (AUC), calibration curve and decision curve analysis, with further validation through a validation cohort. RESULTS: The nomogram included 6 risk factors: age (OR = 1.03; 95%CI = 1.009-1.052; p = 0.006), cardiovascular disease (CVD) history (OR = 2.802; 95%CI = 1.193-6.582; p = 0.018), mean artery pressure (MAP) (OR = 1.033; 95%CI = 1.012-1.054; p = 0.002), hemoglobin (OR = 0.973; 95%CI = 0.96--0.987; p < 0.001), homocysteine (OR = 1.05; 95%CI = 1.03-1.069; p < 0.001), AKI stage [(stage 1: reference), (stage 2: OR = 5.427; 95%CI = 1.781-16.534; p = 0.003), (stage 3: OR = 5.554; 95%CI = 2.234-13.805; p < 0.001)]. The nomogram exhibited excellent predictive performance with an AUC of 0.907 in the study cohort and 0.892 in the validation cohort. Calibration and decision curve analyses upheld its accuracy and clinical utility. CONCLUSIONS: We developed a nomogram predicting CRS type 3 in AKI patients, incorporating 6 risk factors: age, CVD history, MAP, hemoglobin, homocysteine, and AKI stage, enhancing early risk identification and patient management.


Subject(s)
Acute Kidney Injury , Cardio-Renal Syndrome , Nomograms , Humans , Female , Male , Acute Kidney Injury/diagnosis , Acute Kidney Injury/etiology , Acute Kidney Injury/blood , Retrospective Studies , Middle Aged , Risk Factors , Cardio-Renal Syndrome/diagnosis , Cardio-Renal Syndrome/complications , Cardio-Renal Syndrome/etiology , Aged , Risk Assessment/methods , China/epidemiology , Logistic Models , Adult
3.
Ren Fail ; 46(1): 2350238, 2024 Dec.
Article in English | MEDLINE | ID: mdl-38721940

ABSTRACT

OBJECTIVE: To explore the relationship between lactate-to-albumin ratio (LAR) at ICU admission and prognosis in critically ill patients with acute kidney injury (AKI). METHODS: A retrospective analysis was conducted. Patients were divided into low (<0.659) LAR and high LAR (≥0.659) groups. Least absolute shrinkage and selection operator regression analysis was conducted to select variables associated with the 30-day prognosis. Cox regression analyses were performed to assess the association between LAR and mortality. Kaplan-Meier curves were plotted to compare cumulative survival rates between high and low LAR groups. Subgroup analysis was employed to assess the stability of the results. ROC curve was used to determine the diagnostic efficacy of LAR on prognosis. RESULTS: A nonlinear relationship was observed between LAR and the risk of 30-day and 360-day all-cause mortality in AKI patients (p < 0.001). Cox regulation showed that high LAR (≥ 0.659) was an independent risk factor for 30-day and 360-day all-cause mortality in patients with AKI (p < 0.001). The Kaplan-Meier survival curves demonstrated a noteworthy decrease in cumulative survival rates at both 30 and 360 days for the high LAR group in comparison to the low LAR group (p < 0.001). Subgroup analyses demonstrated the stability of the results. ROC curves showed that LAR had a diagnostic advantage when compared with lactate or albumin alone (p < 0.001). CONCLUSION: High LAR (≥0.659) at ICU admission was an independent risk factor for both short-term (30-day) and long-term (360-day) all-cause mortality in patients with AKI.


Subject(s)
Acute Kidney Injury , Critical Illness , Intensive Care Units , Lactic Acid , ROC Curve , Humans , Acute Kidney Injury/blood , Acute Kidney Injury/diagnosis , Acute Kidney Injury/mortality , Acute Kidney Injury/etiology , Male , Female , Retrospective Studies , Middle Aged , Prognosis , Aged , Lactic Acid/blood , Intensive Care Units/statistics & numerical data , Serum Albumin/analysis , Kaplan-Meier Estimate , Risk Factors , Biomarkers/blood , Proportional Hazards Models , Survival Rate , Adult , Clinical Relevance
4.
Eur J Med Res ; 29(1): 295, 2024 May 22.
Article in English | MEDLINE | ID: mdl-38778420

ABSTRACT

BACKGROUND: Serum lactate is associated with mortality in diverse kinds of patients. This study aimed to investigate whether serum lactate level may independently predict mortality in acute kidney injury (AKI) patients. METHODS: A total of 4461 AKI patients were collected from the Medical Information Mart for Intensive Care (MIMIC III) database and followed up for 365 days. According to serum lactate tertiles, participants were divided into three groups (Q1-Q3) by: Q1 ≤ 1.60 mg/dl, Q2 = 1.61-2.70 mg/dl, and Q3 ≥ 2.71 mg/dl. We calculated the hazard ratio (HR) and 95% confidence intervals (Cls) for mortality across each tertile of lactate by using the Q1 as reference and constructed four models to adjust for the HR of mortality. RESULTS: Nonsurvivors had significantly higher lactate compared with patients in the survival group. Mortality rate gradually elevated with the increase in serum lactate level (Q1: 29.30%, Q2: 33.40%, Q3: 37.40%). When compared with Q1 after adjustment of all confounders, the HRs of Q3 still was 1.20 (95% Cl 1.05-1.37). CONCLUSIONS: This study demonstrated that high serum lactate levels were an independent predictor of mortality in AKI patients.


Subject(s)
Acute Kidney Injury , Lactic Acid , Humans , Acute Kidney Injury/blood , Acute Kidney Injury/mortality , Female , Male , Prognosis , Lactic Acid/blood , Middle Aged , Aged , Biomarkers/blood
5.
Medicine (Baltimore) ; 103(21): e38124, 2024 May 24.
Article in English | MEDLINE | ID: mdl-38788006

ABSTRACT

Acute kidney injury (AKI) is a common postoperative complication, but there is still a lack of accurate biomarkers. Cardiac surgery-associated AKI is the most common cause of major-surgery-related AKI, and patients requiring renal replacement therapy have high mortality rates. Early diagnosis, intervention, and management are crucial for improving patient prognosis. However, diagnosing AKI based solely on changes in serum creatinine level and urine output is insufficient, as these changes often lag behind actual kidney damage, making early detection challenging. Biomarkers such as tissue inhibitor of metalloproteinases-2 (TIMP-2) and insulin-like growth factor-binding protein-7 (IGFBP-7) have been found to be significant predictors of moderate-to-severe AKI when combined with urine content analysis. This article reviews the mechanism of biomarkers TIMP-2 and IGFBP-7 in AKI and provides a comprehensive overview of the clinical effects of TIMP-2 and IGFBP-7 in cardiac surgery-associated AKI, including prediction, diagnosis, and progression.


Subject(s)
Acute Kidney Injury , Biomarkers , Cardiac Surgical Procedures , Insulin-Like Growth Factor Binding Proteins , Postoperative Complications , Tissue Inhibitor of Metalloproteinase-2 , Humans , Tissue Inhibitor of Metalloproteinase-2/blood , Tissue Inhibitor of Metalloproteinase-2/urine , Acute Kidney Injury/etiology , Acute Kidney Injury/diagnosis , Acute Kidney Injury/blood , Insulin-Like Growth Factor Binding Proteins/blood , Insulin-Like Growth Factor Binding Proteins/urine , Cardiac Surgical Procedures/adverse effects , Biomarkers/blood , Postoperative Complications/etiology , Postoperative Complications/diagnosis , Prognosis
6.
Biol Pharm Bull ; 47(5): 988-996, 2024.
Article in English | MEDLINE | ID: mdl-38763761

ABSTRACT

Patients with hematological malignancies (HM) often receive tazobactam/piperacillin (TAZ/PIPC) and glycopeptide antibiotics for febrile neutropenia. The effect of concomitant use of TAZ/PIPC on risk of teicoplanin (TEIC)-associated acute kidney injury (AKI) remains unclear. We investigated the impact of concomitant TAZ/PIPC use on TEIC-associated AKI in HM patients and identified the risk factors. In this retrospective, single-center, observational cohort study, 203 patients received TEIC, 176 of whom satisfied the selection criteria and were divided into TEIC cohort (no TAZ/PIPC; n = 118) and TEIC + TAZ/PIPC cohort (n = 58). AKI was defined as serum creatinine increase ≥0.3 mg/dL within 48 h or ≥50% from baseline. Incidence of AKI in TEIC cohort before and after propensity score matching was 9.3 and 5.9%, respectively, and that in TEIC + TAZ/PIPC cohort was 10.3 and 11.8%. AKI incidence and risk were not significantly different between two cohorts before (p = 0.829; odds ratio (OR) 1.122, 95% confidence interval (CI) 0.393-3.202) and after matching (p = 0.244; OR 2.133, 95% CI 0.503-9.043). Logistic regression analysis with factors clinically or mechanistically potentially related to TEIC-associated AKI, including concomitant TAZ/PIPC use, as independent variables identified baseline hemoglobin level as the only significant risk factor for TEIC-associated AKI (p = 0.011; OR 0.484, 95% CI 0.276-0.848). In HM patients treated with TEIC, concomitant TAZ/PIPC use did not increase AKI risk whereas lower hemoglobin levels had higher risk for TEIC-associated AKI development, suggesting the necessity to monitor serum creatinine when using TEIC in patients with anemia.


Subject(s)
Acute Kidney Injury , Anti-Bacterial Agents , Hematologic Neoplasms , Piperacillin, Tazobactam Drug Combination , Teicoplanin , Humans , Acute Kidney Injury/chemically induced , Acute Kidney Injury/epidemiology , Acute Kidney Injury/blood , Male , Teicoplanin/adverse effects , Teicoplanin/administration & dosage , Female , Middle Aged , Hematologic Neoplasms/drug therapy , Hematologic Neoplasms/complications , Piperacillin, Tazobactam Drug Combination/adverse effects , Risk Factors , Anti-Bacterial Agents/adverse effects , Retrospective Studies , Aged , Adult
7.
Ren Fail ; 46(1): 2352127, 2024 Dec.
Article in English | MEDLINE | ID: mdl-38771116

ABSTRACT

Acute kidney injury (AKI) requiring continuous renal replacement therapy (CRRT), secondary to cardiovascular disease and sepsis, is associated with high in-hospital mortality. Although studies have examined cardiovascular disease and sepsis in AKI, the association between AKI and hepatic functional impairment remains unclear. We hypothesized that hepatic function markers would predict mortality in patients undergoing CRRT. We included 1,899 CRRT patients from a multi-centre database. In Phase 1, participants were classified according to the total bilirubin (T-Bil) levels on the day of, and 3 days after, CRRT initiation: T-Bil < 1.2, 1.2 ≤ T-Bil < 2, and T-Bil ≥ 2 mg/dL. In Phase 2, propensity score matching (PSM) was performed to examine the effect of a T-Bil cutoff of 1.2 mg/dL (supported by the Sequential Organ Failure Assessment score); creating two groups based on a T-Bil cutoff of 1.2 mg/dL 3 days after CRRT initiation. The primary endpoint was total mortality 90 days after CRRT initiation, which was 34.7% (n = 571). In Phase 1, the T-Bil, aspartate transaminase (AST), alanine transaminase (ALT), and AST/ALT (De Ritis ratio) levels at CRRT initiation were not associated with the prognosis, while T-Bil, AST, and the De Ritis ratio 3 days after CRRT initiation were independent factors. In Phase 2, T-Bil ≥1.2 mg/dL on day 3 was a significant independent prognostic factor, even after PSM [hazard ratio: 2.41 (95% CI; 1.84-3.17), p < 0.001]. T-Bil ≥1.2 mg/dL 3 days after CRRT initiation predicted 90-day mortality. Changes in hepatic function markers in acute renal failure may enable stratification of high-risk patients.


Subject(s)
Acute Kidney Injury , Bilirubin , Biomarkers , Continuous Renal Replacement Therapy , Humans , Acute Kidney Injury/therapy , Acute Kidney Injury/mortality , Acute Kidney Injury/blood , Acute Kidney Injury/etiology , Acute Kidney Injury/diagnosis , Male , Female , Aged , Middle Aged , Prognosis , Biomarkers/blood , Bilirubin/blood , Retrospective Studies , Organ Dysfunction Scores , Aspartate Aminotransferases/blood , Alanine Transaminase/blood , Hospital Mortality , Propensity Score , Liver , Aged, 80 and over , Liver Function Tests
8.
BMC Nephrol ; 25(1): 173, 2024 May 21.
Article in English | MEDLINE | ID: mdl-38773489

ABSTRACT

OBJECTIVE: Contrast-induced acute kidney injury (CI-AKI) is a common complication in patients undergoing percutaneous coronary intervention (PCI). Studies have shown that perioperative serum albumin levels may play a role in the occurrence of CI-AKI. In this study, we aimed to investigate the effect of perioperative serum albumin (delta albumin or &Alb) levels on the occurrence and long-term prognosis of CI-AKI patients after PCI. METHODS: A total of 959 patients who underwent PCI between January 2017 and January 2019 were selected for this study. A receiver operating characteristic curve was used to determine the optimal cut-off value of the &Alb level for predicting CI-AKI after PCI. Patients were divided into two groups based on the optimal cut-off value: the high &Alb group (&Alb ≥ 4.55 g/L) and the control group (&Alb < 4.55 g/L). The incidences of CI-AKI and major adverse cardiac events (MACEs, including all-cause death, nonfatal myocardial infarction, and target vessel revascularization) were compared between the groups. Cox regression analysis was used to identify predictors of long-term prognosis after PCI. RESULTS: Of the 959 patients, 147 (15.3%) developed CI-AKI after PCI. The CI-AKI group had a greater level of &Alb than did the non-CI-AKI group [(6.14 (3.90-9.10) versus 3.48 (4.31-6.57), P < 0.01)]. The incidence of CI-AKI in the high &Alb group was significantly greater than that in the low group (23.6% versus 8.3%, P < 0.01). After a 1-year follow-up, the incidence of MACEs was significantly greater in the high &Alb group than in the low group (18.6% versus 14.5%, P = 0.030). Cox regression analysis confirmed that CI-AKI was an independent predictor of MACEs at the 1-year follow-up (HR 1.43, 95% CI 1.04-1.96, P = 0.028). In addition, patients with low preoperative serum albumin levels had s significantly greater incidence of MACEs than did those with high preoperative serum albumin levels (23.2% versus 19.5%, P = 0.013). CONCLUSION: In summary, high baseline &Alb levels are an independent risk factor for CI-AKI in patients after PCI. The occurrence of CI-AKI in the perioperative period is also an independent predictor of long-term prognosis after PCI. These findings highlight the importance of monitoring &Alb levels and taking steps to prevent CI-AKI in patients undergoing PCI.


Subject(s)
Acute Kidney Injury , Contrast Media , Percutaneous Coronary Intervention , Humans , Percutaneous Coronary Intervention/adverse effects , Acute Kidney Injury/epidemiology , Acute Kidney Injury/chemically induced , Acute Kidney Injury/blood , Female , Male , Contrast Media/adverse effects , Middle Aged , Aged , Serum Albumin/analysis , Serum Albumin/metabolism , Retrospective Studies , Perioperative Period , Prognosis , Incidence , Postoperative Complications/epidemiology , Postoperative Complications/etiology , Postoperative Complications/blood , Risk Factors
9.
Clin Chim Acta ; 559: 119705, 2024 Jun 01.
Article in English | MEDLINE | ID: mdl-38702035

ABSTRACT

BACKGROUND: Early recognition and timely intervention for AKI in critically ill patients were crucial to reduce morbidity and mortality. This study aimed to use biomarkers to construct a optimal machine learning model for early prediction of AKI in critically ill patients within seven days. METHODS: The prospective cohort study enrolled 929 patients altogether who were admitted in ICU including 680 patients in training set (Jiefang Campus) and 249 patients in external testing set (Binjiang Campus). After performing strict inclusion and exclusion criteria, 421 patients were selected in training set for constructing predictive model and 167 patients were selected in external testing for evaluating the predictive performance of resulting model. Urine and blood samples were collected for kidney injury associated biomarkers detection. Baseline clinical information and laboratory data of the study participants were collected. We determined the average prediction efficiency of six machine learning models through 10-fold cross validation. RESULTS: In total, 78 variables were collected when admission in ICU and 43 variables were statistically significant between AKI and non-AKI cohort. Then, 35 variables were selected as independent features for AKI by univariate logistic regression. Spearman correlation analysis was used to remove two highly correlated variables. Three ranking methods were used to explore the influence of 33 variables for further determining the best combination of variables. The gini importance ranking method was found to be applicable for variables filtering. The predictive performance of AKIMLpred which constructed by the XGBoost algorithm was the best among six machine learning models. When the AKIMLpred included the nine features (NGAL, IGFBP7, sCysC, CAF22, KIM-1, NT-proBNP, IL-6, IL-18 and L-FABP) with the highest influence ranking, its model had the best prediction performance, with an AUC of 0.881 and an accuracy of 0.815 in training set, similarly, with an AUC of 0.889 and an accuracy of 0.846 in validation set. Moreover, the performace was slightly outperformed in testing set with an AUC of 0.902 and an accuracy of 0.846. The SHAP algorithm was used to interpret the prediction results of AKIMLpred. The web-calculator of AKIMLpred was shown for predicting AKI with more convenient(https://www.xsmartanalysis.com/model/list/predict/model/html?mid=8065&symbol=11gk693982SU6AE1ms21). AKIMLpred was better than the optimal model built with only routine tests for predicting AKI in critically ill patients within 7 days. CONCLUSION: The model AKIMLpred constructed by the XGBoost algorithm with selecting the nine most influential biomarkers in the gini importance ranking method had the best performance in predicting AKI in critically ill patients within 7 days. This data-driven predictive model will help clinicians to make quick and accurate diagnosis.


Subject(s)
Acute Kidney Injury , Biomarkers , Machine Learning , Humans , Male , Acute Kidney Injury/diagnosis , Acute Kidney Injury/blood , Female , Middle Aged , Biomarkers/blood , Prospective Studies , Aged , Critical Illness , Intensive Care Units , Adult
10.
Crit Care ; 28(1): 156, 2024 05 10.
Article in English | MEDLINE | ID: mdl-38730421

ABSTRACT

BACKGROUND: Current classification for acute kidney injury (AKI) in critically ill patients with sepsis relies only on its severity-measured by maximum creatinine which overlooks inherent complexities and longitudinal evaluation of this heterogenous syndrome. The role of classification of AKI based on early creatinine trajectories is unclear. METHODS: This retrospective study identified patients with Sepsis-3 who developed AKI within 48-h of intensive care unit admission using Medical Information Mart for Intensive Care-IV database. We used latent class mixed modelling to identify early creatinine trajectory-based classes of AKI in critically ill patients with sepsis. Our primary outcome was development of acute kidney disease (AKD). Secondary outcomes were composite of AKD or all-cause in-hospital mortality by day 7, and AKD or all-cause in-hospital mortality by hospital discharge. We used multivariable regression to assess impact of creatinine trajectory-based classification on outcomes, and eICU database for external validation. RESULTS: Among 4197 patients with AKI in critically ill patients with sepsis, we identified eight creatinine trajectory-based classes with distinct characteristics. Compared to the class with transient AKI, the class that showed severe AKI with mild improvement but persistence had highest adjusted risks for developing AKD (OR 5.16; 95% CI 2.87-9.24) and composite 7-day outcome (HR 4.51; 95% CI 2.69-7.56). The class that demonstrated late mild AKI with persistence and worsening had highest risks for developing composite hospital discharge outcome (HR 2.04; 95% CI 1.41-2.94). These associations were similar on external validation. CONCLUSIONS: These 8 classes of AKI in critically ill patients with sepsis, stratified by early creatinine trajectories, were good predictors for key outcomes in patients with AKI in critically ill patients with sepsis independent of their AKI staging.


Subject(s)
Acute Kidney Injury , Creatinine , Critical Illness , Machine Learning , Sepsis , Humans , Acute Kidney Injury/blood , Acute Kidney Injury/diagnosis , Acute Kidney Injury/etiology , Acute Kidney Injury/classification , Male , Sepsis/blood , Sepsis/complications , Sepsis/classification , Female , Retrospective Studies , Creatinine/blood , Creatinine/analysis , Middle Aged , Aged , Machine Learning/trends , Intensive Care Units/statistics & numerical data , Intensive Care Units/organization & administration , Biomarkers/blood , Biomarkers/analysis , Hospital Mortality
11.
PLoS One ; 19(5): e0299257, 2024.
Article in English | MEDLINE | ID: mdl-38696394

ABSTRACT

BACKGROUND: Acute kidney injury (AKI) is a common and severe complication in patients treated at an Intensive Care Unit (ICU). The pathogenesis of AKI has been reported to involve hypoperfusion, diminished oxygenation, systemic inflammation, and damage by increased intracellular iron concentration. Hepcidin, a regulator of iron metabolism, has been shown to be associated with sepsis and septic shock, conditions that can result in AKI. Heparin binding protein (HBP) has been reported to be associated with sepsis and AKI. The aim of the present study was to compare serum hepcidin and heparin binding protein (HBP) levels in relation to AKI in patients admitted to the ICU. METHODS: One hundred and forty patients with community acquired illness admitted to the ICU within 24 hours after first arrival to the hospital were included in the study. Eighty five of these patients were diagnosed with sepsis and 55 with other severe non-septic conditions. Logistic and linear regression models were created to evaluate possible correlations between circulating hepcidin and heparin-binding protein (HBP), stage 2-3 AKI, peak serum creatinine levels, and the need for renal replacement therapy (RRT). RESULTS: During the 7-day study period, 52% of the 85 sepsis and 33% of the 55 non-sepsis patients had been diagnosed with AKI stage 2-3 already at inclusion. The need for RRT was 20% and 15%, respectively, in the groups. Hepcidin levels at admission were significantly higher in the sepsis group compared to the non-sepsis group but these levels did not significantly correlate to the development of stage 2-3 AKI in the sepsis group (p = 0.189) nor in the non-sepsis group (p = 0.910). No significant correlation between hepcidin and peak creatinine levels, nor with the need for RRT was observed. Stage 2-3 AKI correlated, as expected, significantly with HBP levels at admission in both groups (Odds Ratio 1.008 (CI 1.003-1.014, p = 0.005), the need for RRT, as well as with peak creatinine in septic patients. CONCLUSION: Initial serum hepcidin, and HBP levels in patients admitted to the ICU are biomarkers for septic shock but in contrast to HBP, hepcidin does not portend progression of disease into AKI or a later need for RRT. Since hepcidin is a key regulator of iron metabolism our present data do not support a decisive role of initial iron levels in the progression of septic shock into AKI.


Subject(s)
Acute Kidney Injury , Antimicrobial Cationic Peptides , Blood Proteins , Hepcidins , Shock, Septic , Humans , Acute Kidney Injury/blood , Acute Kidney Injury/etiology , Hepcidins/blood , Male , Female , Shock, Septic/blood , Shock, Septic/complications , Aged , Middle Aged , Blood Proteins/metabolism , Carrier Proteins/blood , Community-Acquired Infections/complications , Community-Acquired Infections/blood , Biomarkers/blood , Intensive Care Units , Creatinine/blood , Aged, 80 and over
12.
Int J Mol Sci ; 25(9)2024 Apr 30.
Article in English | MEDLINE | ID: mdl-38732152

ABSTRACT

Acute kidney injury (AKI) following surgery with cardiopulmonary bypass (CPB-AKI) is common in pediatrics. Urinary liver-type fatty acid binding protein (uL-FABP) increases in some kidney diseases and may indicate CPB-AKI earlier than current methods. The aim of this systematic review with meta-analysis was to evaluate the potential role of uL-FABP in the early diagnosis and prediction of CPB-AKI. Databases Pubmed/MEDLINE, Scopus, and Web of Science were searched on 12 November 2023, using the MeSH terms "Children", "CPB", "L-FABP", and "Acute Kidney Injury". Included papers were revised. AUC values from similar studies were pooled by meta-analysis, performed using random- and fixed-effect models, with p < 0.05. Of 508 studies assessed, nine were included, comprising 1658 children, of whom 561 (33.8%) developed CPB-AKI. Significantly higher uL-FABP levels in AKI versus non-AKI patients first manifested at baseline to 6 h post-CPB. At 6 h, uL-FABP correlated with CPB duration (r = 0.498, p = 0.036), postoperative serum creatinine (r = 0.567, p < 0.010), and length of hospital stay (r = 0.722, p < 0.0001). Importantly, uL-FABP at baseline (AUC = 0.77, 95% CI: 0.64-0.89, n = 365), 2 h (AUC = 0.71, 95% CI: 0.52-0.90, n = 509), and 6 h (AUC = 0.76, 95% CI: 0.72-0.80, n = 509) diagnosed CPB-AKI earlier. Hence, higher uL-FABP levels associate with worse clinical parameters and may diagnose and predict CPB-AKI earlier.


Subject(s)
Acute Kidney Injury , Biomarkers , Cardiopulmonary Bypass , Fatty Acid-Binding Proteins , Humans , Acute Kidney Injury/etiology , Acute Kidney Injury/urine , Acute Kidney Injury/diagnosis , Acute Kidney Injury/blood , Cardiopulmonary Bypass/adverse effects , Fatty Acid-Binding Proteins/urine , Fatty Acid-Binding Proteins/blood , Biomarkers/urine , Child , Cardiac Surgical Procedures/adverse effects , Postoperative Complications/urine , Postoperative Complications/etiology , Postoperative Complications/diagnosis , Child, Preschool
13.
Front Immunol ; 15: 1382003, 2024.
Article in English | MEDLINE | ID: mdl-38803503

ABSTRACT

Introduction: Outcome-prediction in patients with sepsis is challenging and currently relies on the serial measurement of many parameters. Standard diagnostic tools, such as serum creatinine (SCr), lack sensitivity and specificity for acute kidney injury (AKI). Circulating cell-free DNA (cfDNA), which can be obtained from liquid biopsies, can potentially contribute to the quantification of tissue damage and the prediction of sepsis mortality and sepsis-associated AKI (SA-AKI). Methods: We investigated the clinical significance of cfDNA levels as a predictor of 28-day mortality, the occurrence of SA-AKI and the initiation of renal replacement therapy (RRT) in patients with sepsis. Furthermore, we investigated the long-term course of cfDNA levels in sepsis survivors at 6 and 12 months after sepsis onset. Specifically, we measured mitochondrial DNA (mitochondrially encoded NADH-ubiquinone oxidoreductase chain 1, mt-ND1, and mitochondrially encoded cytochrome C oxidase subunit III, mt-CO3) and nuclear DNA (nuclear ribosomal protein S18, n-Rps18) in 81 healthy controls and all available samples of 150 intensive care unit patients with sepsis obtained at 3 ± 1 days, 7 ± 1 days, 6 ± 2 months and 12 ± 2 months after sepsis onset. Results: Our analysis revealed that, at day 3, patients with sepsis had elevated levels of cfDNA (mt-ND1, and n-Rps18, all p<0.001) which decreased after the acute phase of sepsis. 28-day non-survivors of sepsis (16%) had higher levels of cfDNA (all p<0.05) compared with 28-day survivors (84%). Patients with SA-AKI had higher levels of cfDNA compared to patients without AKI (all p<0.05). Cell-free DNA was also significantly increased in patients requiring RRT (all p<0.05). All parameters improved the AUC for SCr in predicting RRT (AUC=0.88) as well as APACHE II in predicting mortality (AUC=0.86). Conclusion: In summary, cfDNA could potentially improve risk prediction models for mortality, SA-AKI and RRT in patients with sepsis. The predictive value of cfDNA, even with a single measurement at the onset of sepsis, could offer a significant advantage over conventional diagnostic methods that require repeated measurements or a baseline value for risk assessment. Considering that our data show that cfDNA levels decrease after the first insult, future studies could investigate cfDNA as a "memoryless" marker and thus bring further innovation to the complex field of SA-AKI diagnostics.


Subject(s)
Acute Kidney Injury , Biomarkers , Cell-Free Nucleic Acids , Sepsis , Humans , Sepsis/mortality , Sepsis/blood , Sepsis/complications , Cell-Free Nucleic Acids/blood , Male , Acute Kidney Injury/mortality , Acute Kidney Injury/blood , Acute Kidney Injury/diagnosis , Acute Kidney Injury/etiology , Female , Middle Aged , Aged , Biomarkers/blood , Prognosis , DNA, Mitochondrial/blood , Renal Replacement Therapy
14.
BMC Nephrol ; 25(1): 180, 2024 May 22.
Article in English | MEDLINE | ID: mdl-38778259

ABSTRACT

BACKGROUND: Female sex has been recognized as a risk factor for cardiac surgery associated acute kidney injury (CS-AKI). The current study sought to evaluate whether female sex is a risk factor for CS-AKI, or modifies the association of peri-operative change in serum creatinine with CS-AKI. METHODS: Observational study of adult patients undergoing cardiac surgery between 2000 and 2019 in a single U.S. center. The main variable of interest was registered patient sex, identified from electronic medical records. The main outcome was CS-AKI within 2 weeks of surgery. RESULTS: Of 58526 patients, 19353 (33%) were female; 12934 (22%) incurred AKI based on ≥ 0.3 mg/dL or ≥ 50% rise in serum creatinine (any AKI), 3320 (5.7%) had moderate to severe AKI, and 1018 (1.7%) required dialysis within 2 weeks of surgery. Female sex was associated with higher risk for AKI in models that were based on preoperative serum creatinine (OR, 1.35; 95% CI, 1.29-1.42), and lower risk with the use of estimated glomerular filtration, (OR, 0.90; 95% CI, 0.86-0.95). The risk for moderate to severe CS-AKI for a given immediate peri-operative change in serum creatinine was higher in female compared to male patients (p < .0001 and p < .0001 for non-linearity), and the association was modified by pre-operative kidney function (p < .0001 for interaction). CONCLUSIONS: The association of patient sex with CS-AKI and its direction was dependent on the operational definition of pre-operative kidney function, and differential outcome misclassification due to AKI defined by absolute change in serum creatinine.


Subject(s)
Acute Kidney Injury , Cardiac Surgical Procedures , Creatinine , Postoperative Complications , Humans , Acute Kidney Injury/etiology , Acute Kidney Injury/diagnosis , Acute Kidney Injury/blood , Acute Kidney Injury/epidemiology , Female , Male , Cardiac Surgical Procedures/adverse effects , Aged , Middle Aged , Creatinine/blood , Sex Factors , Postoperative Complications/etiology , Postoperative Complications/diagnosis , Postoperative Complications/epidemiology , Postoperative Complications/blood , Risk Factors , Glomerular Filtration Rate
15.
Res Vet Sci ; 173: 105287, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38718545

ABSTRACT

Envenomation of dogs by the common European adder (Vipera berus) is associated with high morbidity. The cytotoxic venom of Vipera berus contains enzymes with the potential to cause acute kidney injury, among other insults, however robust biomarkers for such effects are lacking. A prospective observational follow-up study of naturally envenomated dogs and controls was conducted to fill knowledge gaps regarding canine Vipera berus envenomation, attempt to identify novel biomarkers of envenomation and related kidney injury, and elucidate potential long-term effects. Blood and urine samples were analyzed with a global metabolomics approach using liquid chromatography-mass spectrometry, uncovering numerous features significantly different between cases and controls. After data processing and feature annotation, eight features in blood and 24 features in urine were investigated in order to elucidate their biological relevance. Several of these are associated with AKI, while some may also originate from disturbed fatty acid ß-oxidation and soft tissue damage. A metabolite found in both blood and a venom reference sample may represent identification of a venom component in case dogs. Our findings suggest that envenomated dogs treated according to current best practice are unlikely to suffer permanent injury.


Subject(s)
Dog Diseases , Metabolome , Snake Bites , Viperidae , Animals , Dogs , Snake Bites/veterinary , Snake Bites/blood , Snake Bites/urine , Dog Diseases/urine , Dog Diseases/blood , Male , Longitudinal Studies , Female , Prospective Studies , Viper Venoms/urine , Biomarkers/urine , Biomarkers/blood , Acute Kidney Injury/veterinary , Acute Kidney Injury/urine , Acute Kidney Injury/blood , Vipera
16.
BMC Nephrol ; 25(1): 181, 2024 May 22.
Article in English | MEDLINE | ID: mdl-38778257

ABSTRACT

BACKGROUND: Acute kidney injury (AKI) is a common complication in patients admitted to intensive care unit (ICU) and mortality rates for this condition are high. To reduce the high incidence of short-term mortality, reliable prognostic indicators are required to facilitate early diagnosis and treatment of AKI. We assessed the ability of plasma proenkephalin (p­PENK) and plasma neutrophil gelatinase-associated lipocalin (p­NGAL) to predict 28-day mortality in AKI patients in intensive care. METHODS: This prospective study, carried out between January 2019 and December 2019, comprised 150 patients (100 male) diagnosed with AKI after excluding 20 patients discharged within 24 h and those with missing hospitalization data. Blood samples were collected to determine admission p-PENK and p-NGAL levels. The study outcome was 28­day mortality. RESULTS: The mean patient age was 68 years (female, 33%). The average P­PENK and p­NGAL levels were 0.24 ng/µL and 223.70 ng/mL, respectively. P­PENK levels >0.36 ng/µL and p­NGAL levels >230.30 ng/mL were used as critical values to reliably indicate 28­day mortality for patients with AKI (adjusted hazard ratios 0.785 [95% confidence interval 0.706-0.865, P<0.001] and 0.700 [95% confidence interval 0.611-0.789, P<0.001], respectively). This association was significant for mortality in patients in intensive care with AKI. Baseline p-PENK (0.36 ng/µL) and p-NGAL (230.30 ng/mL) levels and their respective cut-off values showed clinical value in predicting 28-day mortality. CONCLUSION: Serum PENK and NGAL levels, when used in conjunction, improved the accuracy of predicting 28-day mortality in patients with AKI while retaining sensitivity and specificity.


Subject(s)
Acute Kidney Injury , Biomarkers , Enkephalins , Intensive Care Units , Lipocalin-2 , Humans , Acute Kidney Injury/blood , Acute Kidney Injury/mortality , Acute Kidney Injury/diagnosis , Male , Female , Lipocalin-2/blood , Aged , Prospective Studies , Middle Aged , Enkephalins/blood , Biomarkers/blood , Protein Precursors/blood , Prognosis , Predictive Value of Tests , Aged, 80 and over , Hospital Mortality
17.
Med Sci Monit ; 30: e943500, 2024 May 06.
Article in English | MEDLINE | ID: mdl-38706186

ABSTRACT

BACKGROUND Acute kidney injury (AKI) is a common and serious complication after massive burn injury. One of the postulated etiologies is destruction of the extracellular matrix of nephrons, caused by a local imbalance between matrix metalloproteinases (MMPs) and specific inhibitors. The aim of this study was to analyze the dynamics of tissue inhibitors of metalloproteinases (TIMPs) during the first 5 days after massive thermal injury and the relationship with the risk of AKI. MATERIAL AND METHODS Thirty-three adults (22 men, 11 women) with severe burns were enrolled in the study. The values of TIMPs 1 to 4 were measured in blood serum and urine using the multiplex Luminex system. The associations between TIMPs and the risk of AKI were analyzed by using the generalized linear mixed models for repeated measurements. RESULTS Significant changes in serum and urine activities of TIMPs were confirmed, especially during the first 2 days after burn injury. Almost half of patients presented renal problems during the study. Significant differences between values of TIMPs in AKI and non-AKI status were also observed. However, a significant relationship between concentration of TIMPs and risk of AKI was confirmed only for urine TIMP-1 and serum TIMP-3. CONCLUSIONS The evaluation of TIMPs in the early stage after burn injury has potential benefits. The important roles of urine TIMP-1 and serum TIMP-3, as novel markers of the risk of AKI development, were confirmed. Other parameters require further analysis.


Subject(s)
Acute Kidney Injury , Biomarkers , Burns , Tissue Inhibitor of Metalloproteinase-1 , Tissue Inhibitor of Metalloproteinase-3 , Humans , Burns/complications , Burns/blood , Burns/metabolism , Acute Kidney Injury/blood , Acute Kidney Injury/etiology , Male , Female , Tissue Inhibitor of Metalloproteinase-1/blood , Biomarkers/urine , Biomarkers/blood , Adult , Middle Aged , Tissue Inhibitor of Metalloproteinase-3/metabolism
18.
Sci Rep ; 14(1): 9870, 2024 04 30.
Article in English | MEDLINE | ID: mdl-38684845

ABSTRACT

Visceral leishmaniasis (VL) is an infectious disease caused by Leishmania infantum. Clinically, VL evolves with systemic impairment, immunosuppression and hyperactivation with hypergammaglobulinemia. Although renal involvement has been recognized, a dearth of understanding about the underlying mechanisms driving acute kidney injury (AKI) in VL remains. We aimed to evaluate the involvement of immunoglobulins (Igs) and immune complexes (CIC) in the occurrence of AKI in VL patients. Fourteen VL patients were evaluated between early treatment and 12 months post-treatment (mpt). Anti-Leishmania Igs, CIC, cystatin C, C3a and C5a were assessed and correlated with AKI markers. Interestingly, high levels of CIC were observed in VL patients up to 6 mpt. Concomitantly, twelve patients met the criteria for AKI, while high levels of cystatin C were observed up to 6 mpt. Plasmatic cystatin C was positively correlated with CIC and Igs. Moreover, C5a was correlated with cystatin C, CIC and Igs. We did not identify any correlation between amphotericin B use and kidney function markers in VL patients, although this association needs to be further explored in subsequent studies. Our data reinforce the presence of an important renal function impairment during VL, suggesting the involvement of Igs, CIC, and C5a in this clinical condition.


Subject(s)
Acute Kidney Injury , Antigen-Antibody Complex , Leishmaniasis, Visceral , Humans , Leishmaniasis, Visceral/immunology , Leishmaniasis, Visceral/blood , Acute Kidney Injury/blood , Acute Kidney Injury/immunology , Acute Kidney Injury/parasitology , Male , Female , Antigen-Antibody Complex/blood , Adult , Biomarkers/blood , Middle Aged , Cystatin C/blood , Adolescent , Young Adult , Amphotericin B/therapeutic use , Leishmania infantum/immunology
19.
BMC Anesthesiol ; 24(1): 154, 2024 Apr 22.
Article in English | MEDLINE | ID: mdl-38649813

ABSTRACT

BACKGROUND: Various factors can cause vascular endothelial damage during cardiovascular surgery (CVS) with cardiopulmonary bypass (CPB), which has been suggested to be associated with postoperative complications. However, few studies have specifically investigated the relationship between the degree of vascular endothelial damage and postoperative acute kidney injury (pAKI). The objectives of this study were to measure perioperative serum syndecan-1 concentrations in patients who underwent CVS with CPB, evaluate their trends, and determine their association with pAKI. METHODS: This was a descriptive and case‒control study conducted at the National University Hospital. Adult patients who underwent CVS with CPB at a national university hospital between March 15, 2016, and August 31, 2020, were included. Patients who were undergoing preoperative dialysis, had preoperative serum creatinine concentrations greater than 2.0 mg dl-1, who were undergoing surgery involving the descending aorta were excluded. The perioperative serum syndecan-1 concentration was measured, and its association with pAKI was investigated. RESULTS: Fifty-two patients were included. pAKI occurred in 18 (34.6%) of those patients. The serum syndecan-1 concentration increased after CPB initiation and exhibited bimodal peak values. The serum syndecan-1 concentration at all time points was significantly elevated compared to that after the induction of anesthesia. The serum syndecan-1 concentration at 30 min after weaning from CPB and on postoperative day 1 was associated with the occurrence of pAKI (OR = 1.10 [1.01 to 1.21], P = 0.03]; OR = 1.16 [1.01 to 1.34], P = 0.04]; and the cutoff values of the serum syndecan-1 concentration that resulted in pAKI were 101.0 ng ml-1 (sensitivity = 0.71, specificity = 0.62, area under the curve (AUC) = 0.67 (0.51 to 0.83)) and 57.1 ng ml-1 (sensitivity = 0.82, specificity = 0.56, AUC = 0.71 (0.57 to 0.86)). Multivariate logistic regression analysis revealed that the serum syndecan-1 concentration on postoperative day 1 was associated with the occurrence of pAKI (OR = 1.02 [1.00 to 1.03]; P = 0.03). CONCLUSION: The serum syndecan-1 concentration at all time points was significantly greater than that after the induction of anesthesia. The serum syndecan-1 concentration on postoperative day 1 was significantly associated with the occurrence of pAKI. TRIAL REGISTRATION: This study is not a clinical trial and is not registered with the registry.


Subject(s)
Acute Kidney Injury , Cardiopulmonary Bypass , Postoperative Complications , Syndecan-1 , Humans , Syndecan-1/blood , Male , Cardiopulmonary Bypass/adverse effects , Female , Acute Kidney Injury/blood , Acute Kidney Injury/etiology , Retrospective Studies , Middle Aged , Postoperative Complications/blood , Aged , Case-Control Studies , Cardiovascular Surgical Procedures/adverse effects
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