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1.
Function (Oxf) ; 5(3): zqae012, 2024.
Article in English | MEDLINE | ID: mdl-38706963

ABSTRACT

Acute kidney injury (AKI) is a heterogeneous syndrome, comprising diverse etiologies of kidney insults that result in high mortality and morbidity if not well managed. Although great efforts have been made to investigate underlying pathogenic mechanisms of AKI, there are limited therapeutic strategies available. Extracellular vesicles (EV) are membrane-bound vesicles secreted by various cell types, which can serve as cell-free therapy through transfer of bioactive molecules. In this review, we first overview the AKI syndrome and EV biology, with a particular focus on the technical aspects and therapeutic application of cell culture-derived EVs. Second, we illustrate how multi-omic approaches to EV miRNA, protein, and genomic cargo analysis can yield new insights into their mechanisms of action and address unresolved questions in the field. We then summarize major experimental evidence regarding the therapeutic potential of EVs in AKI, which we subdivide into stem cell and non-stem cell-derived EVs. Finally, we highlight the challenges and opportunities related to the clinical translation of animal studies into human patients.


Subject(s)
Acute Kidney Injury , Extracellular Vesicles , Acute Kidney Injury/therapy , Acute Kidney Injury/metabolism , Acute Kidney Injury/pathology , Humans , Extracellular Vesicles/transplantation , Extracellular Vesicles/metabolism , Animals , Cell Culture Techniques/methods , MicroRNAs/metabolism , MicroRNAs/genetics
2.
Arch Esp Urol ; 77(3): 263-269, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38715167

ABSTRACT

OBJECT: This study aimed to analyse the risk factors and prognosis of sepsis complicated with acute kidney injury (AKI). METHODS: The clinical data of 324 patients with sepsis in the nephrology department of our hospital from January 2022 to January 2023 were collected. A total of 188 patients with AKI were the occurrence group, and 136 patients without AKI were the non-occurrence group. The influencing factors and prognosis of sepsis complicated with AKI were analysed. RESULTS: We observed significant differences in Acute Physiology and Chronic Health Evaluation II (APACHE II), total length of hospital stay, Intensive Care Unit (ICU) stay, mechanical ventilation support, diabetes mellitus and urine volume >1500 mL between the two groups (p < 0.05). After a follow-up period of 1 month, 125 (66.49%) of 188 patients with sepsis complicated with AKI died, and 63 (33.51%) survived. The results of logistic regression analysis showed that Sequential Organ Failure Assessment (SOFA), APACHE II, mechanical ventilation support, diabetes, urine volume >1500 mL and serum creatinine were independent risk factors of sepsis complicated with AKI (p < 0.05). Moreover, SOFA, APACHE II, ICU admission days, mechanical ventilation support, serum creatinine and non-continuous renal replacement therapy were independent risk factors of death in patients with sepsis complicated with AKI (p < 0.05). CONCLUSIONS: SOFA, APACHE II, ICU admission days, mechanical ventilation support, serum creatinine and non-continuous renal replacement therapy may be the influencing factors leading to death in patients with sepsis complicated with AKI. Early clinical intervention should be performed.


Subject(s)
Acute Kidney Injury , Sepsis , Humans , Acute Kidney Injury/etiology , Acute Kidney Injury/therapy , Acute Kidney Injury/complications , Sepsis/complications , Male , Female , Risk Factors , Prognosis , Middle Aged , Aged , Hospitalization , Retrospective Studies
3.
Crit Care Explor ; 6(5): e1084, 2024 May 01.
Article in English | MEDLINE | ID: mdl-38709083

ABSTRACT

OBJECTIVES: Acute kidney injury requiring dialysis (AKI-D) commonly occurs in the setting of multiple organ dysfunction syndrome (MODS). Continuous renal replacement therapy (CRRT) is the modality of choice for AKI-D. Mid-term outcomes of pediatric AKI-D supported with CRRT are unknown. We aimed to describe the pattern and impact of organ dysfunction on renal outcomes in critically ill children and young adults with AKI-D. DESIGN: Retrospective cohort. SETTING: Two large quarternary care pediatric hospitals. PATIENTS: Patients 26 y old or younger who received CRRT from 2014 to 2020, excluding patients with chronic kidney disease. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Organ dysfunction was assessed using the Pediatric Logistic Organ Dysfunction-2 (PELOD-2) score. MODS was defined as greater than or equal to two organ dysfunctions. The primary outcome was major adverse kidney events at 30 days (MAKE30) (decrease in estimated glomerular filtration rate greater than or equal to 25% from baseline, need for renal replacement therapy, and death). Three hundred seventy-three patients, 50% female, with a median age of 84 mo (interquartile range [IQR] 16-172) were analyzed. PELOD-2 increased from 6 (IQR 3-9) to 9 (IQR 7-12) between ICU admission and CRRT initiation. Ninety-seven percent of patients developed MODS at CRRT start and 266 patients (71%) had MAKE30. Acute kidney injury (adjusted odds ratio [aOR] 3.55 [IQR 2.13-5.90]), neurologic (aOR 2.07 [IQR 1.15-3.74]), hematologic/oncologic dysfunction (aOR 2.27 [IQR 1.32-3.91]) at CRRT start, and progressive MODS (aOR 1.11 [IQR 1.03-1.19]) were independently associated with MAKE30. CONCLUSIONS: Ninety percent of critically ill children and young adults with AKI-D develop MODS by the start of CRRT. Lack of renal recovery is associated with specific extrarenal organ dysfunction and progressive multiple organ dysfunction. Currently available extrarenal organ support strategies, such as therapeutic plasma exchange lung-protective ventilation, and other modifiable risk factors, should be incorporated into clinical trial design when investigating renal recovery.


Subject(s)
Acute Kidney Injury , Continuous Renal Replacement Therapy , Critical Illness , Multiple Organ Failure , Humans , Female , Male , Multiple Organ Failure/therapy , Multiple Organ Failure/etiology , Multiple Organ Failure/physiopathology , Critical Illness/therapy , Retrospective Studies , Child , Continuous Renal Replacement Therapy/methods , Adolescent , Acute Kidney Injury/therapy , Acute Kidney Injury/physiopathology , Child, Preschool , Young Adult , Infant , Organ Dysfunction Scores , Cohort Studies , Adult , Renal Replacement Therapy/methods
5.
BMJ Case Rep ; 17(5)2024 May 23.
Article in English | MEDLINE | ID: mdl-38782420

ABSTRACT

Certain snake envenomation patients with consumptive coagulopathy, termed venom-induced consumption coagulopathy, develop thrombotic microangiopathy (TMA). Due to predominant renal involvement, TMA is said to resemble haemolytic uraemic syndrome and is treated with haemodialysis. We present a case of a young male who presented to the emergency department after being bitten by a white-lipped pit viper (Trimeresurus albolabris). He developed heart failure in addition to acute kidney injury secondary to TMA. He was treated with 30 vials of anti-snake venom according to national guidelines and underwent haemodialysis. Despite haemodialysis, the patient's ventilatory parameters continued to worsen, necessitating invasive mechanical ventilation. Thus, he was initiated on plasma exchange therapy, to which the patient responded well. TMA has not been reported in Trimeresurus envenomations yet, to the best of our knowledge. Additionally, plasma exchange therapy can be considered an adjunctive therapy for snakebite patients who develop TMA.


Subject(s)
Plasma Exchange , Snake Bites , Thrombotic Microangiopathies , Humans , Snake Bites/complications , Snake Bites/therapy , Thrombotic Microangiopathies/etiology , Thrombotic Microangiopathies/therapy , Male , Animals , Plasma Exchange/methods , Acute Kidney Injury/etiology , Acute Kidney Injury/therapy , Trimeresurus , Antivenins/therapeutic use , Adult , Renal Dialysis , Heart Failure/etiology , Heart Failure/therapy
6.
BMJ Case Rep ; 17(5)2024 May 22.
Article in English | MEDLINE | ID: mdl-38782437

ABSTRACT

In cases of severe envenomation due to snakebites, patients require antivenom, intensive care management, including respiratory support, haemodynamic monitoring and renal replacement therapy. Early recognition and treatment of complications such as acute kidney injury, rhabdomyolysis and coagulopathy are important to improve outcomes.Tele-ICU models can play a critical role in providing access to critical care expertise and nuanced support to remote healthcare facilities that may not have the necessary resources or expertise to manage complex cases of envenomation. With the help of telemedicine technology, remote intensivists can provide timely guidance on diagnosis and ongoing management, improving the quality of care and outcomes for patients. We discuss two patients in resource-constrained regions of India with severe envenomation who were managed with tele-ICU support.


Subject(s)
Antivenins , Snake Bites , Telemedicine , Humans , India , Snake Bites/therapy , Snake Bites/complications , Antivenins/therapeutic use , Antivenins/administration & dosage , Male , Critical Care/methods , Intensive Care Units , Adult , Acute Kidney Injury/therapy , Acute Kidney Injury/etiology , Animals , Female
7.
J Pak Med Assoc ; 74(5): 959-966, 2024 May.
Article in English | MEDLINE | ID: mdl-38783447

ABSTRACT

Sepsis is a potentially fatal illness marked by organ failure and the two main causes of which are shock and disseminated intravascular coagulation. Multi-organ dysfunction in sepsis is mediated by the inflammatory cytokine storm, while sepsis induced coagulopathy is mediated and accelerated by activation of pro-coagulative mechanisms. Regardless of the severity of sepsis, disseminated intravascular coagulation is a potent predictor of mortality in septic patients. Additionally, oxidative stress in sepsis causes renal ischaemia and eventually acute kidney injury. The first and foremost goal is to initiate resuscitation immediately, with treatment mainly focussing on maintaining a balance of coagulants and anticoagulants. A simpler and more universal diagnostic criteria is likely to improve studies on the spectrum associated with sepsis.


Subject(s)
Disseminated Intravascular Coagulation , Sepsis , Humans , Sepsis/complications , Disseminated Intravascular Coagulation/etiology , Disseminated Intravascular Coagulation/diagnosis , Disseminated Intravascular Coagulation/therapy , Blood Coagulation Disorders/etiology , Blood Coagulation Disorders/therapy , Multiple Organ Failure/etiology , Acute Kidney Injury/etiology , Acute Kidney Injury/therapy , Anticoagulants/therapeutic use , Oxidative Stress , Resuscitation/methods
8.
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
9.
BMC Nephrol ; 25(1): 182, 2024 May 22.
Article in English | MEDLINE | ID: mdl-38778267

ABSTRACT

BACKGROUND: Pregnancy-related kidney injury contributes to a high burden of acute kidney injury in low-resource settings and causes maternal and perinatal morbidity and mortality. Few studies have examined the impact of acute kidney injury in resource-limited countries, with very limited research on pregnancy-specific disorders in Ethiopia. This study aimed to determine the characteristics of pregnancy-related acute kidney injury, outcomes and associated factors. METHODS: A retrospective study was conducted to evaluate the clinical profile and maternal-fetal outcome of pregnancy-related acute kidney injury at Ayder Comprehensive Specialized Hospital in Tigray, Ethiopia, from January 1, 2017, to December 31, 2021. Maternal and fetal outcomes were analyzed using descriptive statistics. Multivariate logistic regression was used to determine the association between the dependent and independent variables. RESULTS: Of 27,350 mothers who delivered at Ayder Comprehensive Specialized Hospital between January 1, 2017, and December 31, 2021, a total of 187 women developed pregnancy-related acute kidney injury, a prevalence rate of 68 per 100,000 births. Preeclampsia, sepsis and pre-renal causes due to dehydration and hemorrhage were the most common causes of pregnancy-related acute kidney injury in this study. Hemodialysis was needed in 8.6% (n = 16) of patients. Of the 187 pregnancy-related acute kidney injuries, 143 (76.5%) recovered completely and 30 (16%) partially. The mortality rate was 7.5%. Preexisting chronic kidney disease (AOR = 30.13; 95% CI: 2.92, 310.84), use of vasoactive agents (AOR = 5.77; 95% CI: 1.47, 22.67), increase in creatinine per unit (AOR = 1.65; 95% CI: 1.11, 2.45) and complications related to acute kidney injury (AOR = 5.26; 95% CI: 1.73, 16.00) were determinants of the composite endpoints (partial renal recovery and death). CONCLUSIONS: This study emphasizes acute kidney injury in resource-limited settings is a significant cause of maternal and fetal morbidity and mortality. The vast majority of patients with pregnancy-related acute kidney injury recovered completely from kidney injury. The main causes of pregnancy-related acute kidney injury were preeclampsia, sepsis and pre-renal associated with hemorrhage and dehydration. Preexisting renal disease, use of vasopressors, increase in creatinine per unit and complications associated with acute kidney injury were determining factors for concomitant fetomaternal mortality. Appropriate preventive strategies during prenatal care and prompt treatment are needed for pregnancy-related acute kidney injury.


Subject(s)
Acute Kidney Injury , Hospitals, Teaching , Pre-Eclampsia , Pregnancy Complications , Humans , Pregnancy , Female , Acute Kidney Injury/epidemiology , Acute Kidney Injury/therapy , Retrospective Studies , Adult , Ethiopia/epidemiology , Pregnancy Complications/epidemiology , Young Adult , Pre-Eclampsia/epidemiology , Pregnancy Outcome/epidemiology , Sepsis/epidemiology , Sepsis/complications , Renal Dialysis , Dehydration/epidemiology , Dehydration/complications , Infant, Newborn , Prevalence , Developing Countries
10.
Saudi Med J ; 45(5): 510-517, 2024 May.
Article in English | MEDLINE | ID: mdl-38734436

ABSTRACT

OBJECTIVES: To evaluate the clinical and laboratory features, complications, and outcomes of patients with rhabdomyolysis in the Saudi population. METHODS: Retrospectives descriptive study of adult patients who presented to King Abdulaziz Medical City (KAMC) withrhabdomyolysis between January 2016 and December 2022. RESULTS: Most of the participants (84.5%) were male, with a median age of 41 years and a body mass index of 26.5 kg/m2. Medications, mainly statins (22.4%) and illicit drugs (15.5%), constituted the root causes of rhabdomyolysis in the cohort (44.8%). The most common presenting complaints were myalgia (63.8%) and fatigue (37.9%). More than one-third of the participants (32.8%) developed AKI, with 3 patients requiring temporary hemodialysis, and only 8.6% developed acute liver failure (ALF). Intensive care unit (ICU) admission was required for 10 patients (17.2%), and the overall mortality rate was 8.6%. Patients who developed complications (composite outcomes of AKI, ALF, multiorgan failure, or death) had significantly reduced kidney function and higher levels of blood urea nitrogen, anion gap, and uric acid upon admission than those who did not. CONCLUSION: This study offers a thorough understanding of clinical and laboratory features, causes, complications, and outcomes of rhabdomyolysis among Saudi patients. The insights gained enhance our understanding of rhabdomyolysis within this population, providing a foundation for future research and improvements in clinical management.


Subject(s)
Acute Kidney Injury , Rhabdomyolysis , Tertiary Care Centers , Humans , Rhabdomyolysis/epidemiology , Rhabdomyolysis/etiology , Rhabdomyolysis/complications , Rhabdomyolysis/therapy , Male , Female , Adult , Middle Aged , Saudi Arabia/epidemiology , Acute Kidney Injury/epidemiology , Acute Kidney Injury/etiology , Acute Kidney Injury/therapy , Acute Kidney Injury/mortality , Retrospective Studies , Liver Failure, Acute/mortality , Liver Failure, Acute/epidemiology , Liver Failure, Acute/therapy , Liver Failure, Acute/etiology , Liver Failure, Acute/complications , Intensive Care Units , Renal Dialysis , Multiple Organ Failure/etiology , Multiple Organ Failure/epidemiology , Multiple Organ Failure/mortality , Fatigue/etiology , Young Adult
11.
J Bras Nefrol ; 46(3): e20230088, 2024.
Article in English, Portuguese | MEDLINE | ID: mdl-38788055

ABSTRACT

INTRODUCTION: Nonagenarians constitute a rising percentage of inpatients, with acute kidney injury (AKI) being frequent in this population. Thus, it is important to analyze the clinical characteristics of this demographic and their impact on mortality. METHODS: Retrospective study of nonagenarian patients with AKI at a tertiary hospital between 2013 and 2022. Only the latest hospital admission was considered, and patients with incomplete data were excluded. A logistic regression analysis was conducted to define risk factors for mortality. A p-value < 0.05 was considered statistically significant. RESULTS: A total of 150 patients were included, with a median age of 93.0 years (91.2-95.0), and males accounting for 42.7% of the sample. Sepsis was the most common cause of AKI (53.3%), followed by dehydration/hypovolemia (17.7%), and heart failure (17.7%). ICU admission occurred in 39.3% of patients, mechanical ventilation in 14.7%, vasopressors use in 22.7% and renal replacement therapy (RRT) in 6.7%. Death occurred in 56.7% of patients. Dehydration/hypovolemia as an etiology of AKI was associated with a lower risk of mortality (OR 0.18; 95% CI 0.04-0.77, p = 0.020). KDIGO stage 3 (OR 3.15; 95% CI 1.17-8.47, p = 0.023), ICU admission (OR 12.27; 95% CI 3.03-49.74, p < 0.001), and oliguria (OR 5.77; 95% CI 1.98-16.85, p = 0.001) were associated with mortality. CONCLUSION: AKI nonagenarians had a high mortality rate, with AKI KDIGO stage 3, oliguria, and ICU admission being associated with death.


Subject(s)
Acute Kidney Injury , Humans , Acute Kidney Injury/mortality , Acute Kidney Injury/therapy , Acute Kidney Injury/etiology , Male , Retrospective Studies , Female , Aged, 80 and over , Risk Factors , Dehydration/complications , Dehydration/mortality , Dehydration/etiology , Hospital Mortality , Sepsis/complications , Sepsis/mortality , Age Factors , Renal Replacement Therapy
12.
Cell Commun Signal ; 22(1): 291, 2024 May 27.
Article in English | MEDLINE | ID: mdl-38802835

ABSTRACT

A promising new therapy option for acute kidney injury (AKI) is mesenchymal stem cells (MSCs). However, there are several limitations to the use of MSCs, such as low rates of survival, limited homing capacity, and unclear differentiation. In search of better therapeutic strategies, we explored all-trans retinoic acid (ATRA) pretreatment of MSCs to observe whether it could improve the therapeutic efficacy of AKI. We established a renal ischemia/reperfusion injury model and treated mice with ATRA-pretreated MSCs via tail vein injection. We found that AKI mice treated with ATRA-MSCs significantly improved renal function compared with DMSO-MSCs treatment. RNA sequencing screened that hyaluronic acid (HA) production from MSCs promoted by ATRA. Further validation by chromatin immunoprecipitation experiments verified that retinoic acid receptor RARα/RXRγ was a potential transcription factor for hyaluronic acid synthase 2. Additionally, an in vitro hypoxia/reoxygenation model was established using human proximal tubular epithelial cells (HK-2). After co-culturing HK-2 cells with ATRA-pretreated MSCs, we observed that HA binds to cluster determinant 44 (CD44) and activates the PI3K/AKT pathway, which enhances the anti-inflammatory, anti-apoptotic, and proliferative repair effects of MSCs in AKI. Inhibition of the HA/CD44 axis effectively reverses the renal repair effect of ATRA-pretreated MSCs. Taken together, our study suggests that ATRA pretreatment promotes HA production by MSCs and activates the PI3K/AKT pathway in renal tubular epithelial cells, thereby enhancing the efficacy of MSCs against AKI.


Subject(s)
Acute Kidney Injury , Mesenchymal Stem Cell Transplantation , Mesenchymal Stem Cells , Tretinoin , Acute Kidney Injury/therapy , Acute Kidney Injury/pathology , Acute Kidney Injury/metabolism , Acute Kidney Injury/drug therapy , Animals , Mesenchymal Stem Cells/metabolism , Mesenchymal Stem Cells/drug effects , Mesenchymal Stem Cells/cytology , Tretinoin/pharmacology , Tretinoin/therapeutic use , Humans , Mice , Male , Mice, Inbred C57BL , Hyaluronic Acid/pharmacology , Hyaluronan Receptors/metabolism , Hyaluronan Receptors/genetics , Proto-Oncogene Proteins c-akt/metabolism , Cell Line , Phosphatidylinositol 3-Kinases/metabolism , Signal Transduction/drug effects , Reperfusion Injury/therapy , Reperfusion Injury/drug therapy , Reperfusion Injury/pathology , Reperfusion Injury/metabolism , Disease Models, Animal , Apoptosis/drug effects
13.
Ren Fail ; 46(1): 2356708, 2024 Dec.
Article in English | MEDLINE | ID: mdl-38803220

ABSTRACT

As no unified treatment protocol or evidence yet exists for plasmapheresis without plasma, this study explored the outcomes of using 4% human albumin (ALB) solution as a replacement solution in patients undergoing plasma exchange for multiple myeloma (MM) patients with acute kidney injury (AKI). This study was prospectively registered (ChiCTR2000030640 and NCT05251896). Bortezomib-based chemotherapy plus therapeutic plasmapheresis (TPP) with 4% human ALB solution was assessed for three years in patients with MM aged >18 years, with AKI according to the Kidney Disease Improving Global Outcomes criteria, and without previous renal impairment from other causes. The primary endpoints were changes in renal function over 18 weeks and survival outcomes at 36 months. The secondary endpoints were the incidence of adverse reactions and symptom improvement. Among the 119 patients included in the analysis, 108 experienced renal reactions. The M protein (absolute changes: median -12.12%, interquartile ranges (IQRs) -18.62 to -5.626) and creatine (median -46.91 µmol/L, IQR -64.70 to -29.12) levels decreased, whereas the estimated glomerular filtration rate (eGFR) increased (median 20.66 mL/(min·1.73 m2), IQR 16.03-25.29). Regarding patient survival, 68.1% and 35.3% of patients survived for >12 and >36 months, respectively. The three symptoms with the greatest relief were urine foam, poor appetite, and blurred vision. All 11 patients (7.6%) who experienced mild adverse reactions achieved remission. In conclusion, in MM patients with AKI, plasma-free plasmapheresis with 4% human ALB solution and bortezomib-based chemotherapy effectively alleviated light chain damage to kidney function while improving patient quality of life.


Subject(s)
Acute Kidney Injury , Bortezomib , Glomerular Filtration Rate , Multiple Myeloma , Plasmapheresis , Humans , Multiple Myeloma/complications , Multiple Myeloma/therapy , Acute Kidney Injury/therapy , Acute Kidney Injury/etiology , Plasmapheresis/methods , Male , Female , Middle Aged , Prospective Studies , Aged , Bortezomib/administration & dosage , Bortezomib/therapeutic use , Proof of Concept Study , Serum Albumin, Human/analysis , Serum Albumin, Human/administration & dosage , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Antineoplastic Combined Chemotherapy Protocols/adverse effects , Treatment Outcome , Adult , Combined Modality Therapy , Myeloma Proteins
14.
J Biomed Inform ; 154: 104648, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38692464

ABSTRACT

BACKGROUND: Advances in artificial intelligence (AI) have realized the potential of revolutionizing healthcare, such as predicting disease progression via longitudinal inspection of Electronic Health Records (EHRs) and lab tests from patients admitted to Intensive Care Units (ICU). Although substantial literature exists addressing broad subjects, including the prediction of mortality, length-of-stay, and readmission, studies focusing on forecasting Acute Kidney Injury (AKI), specifically dialysis anticipation like Continuous Renal Replacement Therapy (CRRT) are scarce. The technicality of how to implement AI remains elusive. OBJECTIVE: This study aims to elucidate the important factors and methods that are required to develop effective predictive models of AKI and CRRT for patients admitted to ICU, using EHRs in the Medical Information Mart for Intensive Care (MIMIC) database. METHODS: We conducted a comprehensive comparative analysis of established predictive models, considering both time-series measurements and clinical notes from MIMIC-IV databases. Subsequently, we proposed a novel multi-modal model which integrates embeddings of top-performing unimodal models, including Long Short-Term Memory (LSTM) and BioMedBERT, and leverages both unstructured clinical notes and structured time series measurements derived from EHRs to enable the early prediction of AKI and CRRT. RESULTS: Our multimodal model achieved a lead time of at least 12 h ahead of clinical manifestation, with an Area Under the Receiver Operating Characteristic Curve (AUROC) of 0.888 for AKI and 0.997 for CRRT, as well as an Area Under the Precision Recall Curve (AUPRC) of 0.727 for AKI and 0.840 for CRRT, respectively, which significantly outperformed the baseline models. Additionally, we performed a SHapley Additive exPlanation (SHAP) analysis using the expected gradients algorithm, which highlighted important, previously underappreciated predictive features for AKI and CRRT. CONCLUSION: Our study revealed the importance and the technicality of applying longitudinal, multimodal modeling to improve early prediction of AKI and CRRT, offering insights for timely interventions. The performance and interpretability of our model indicate its potential for further assessment towards clinical applications, to ultimately optimize AKI management and enhance patient outcomes.


Subject(s)
Acute Kidney Injury , Electronic Health Records , Intensive Care Units , Acute Kidney Injury/therapy , Humans , Longitudinal Studies , Renal Replacement Therapy , Artificial Intelligence , Forecasting , Length of Stay , Male , Databases, Factual , Female
15.
Nefrologia (Engl Ed) ; 44(2): 119-128, 2024.
Article in English | MEDLINE | ID: mdl-38697693

ABSTRACT

Incidence of acute kidney injury (AKI) remained relatively stable over the last decade and the adjusted risks for it and mortality are similar across different continents and regions. Also, the mortality of septic-AKI can reach 70% in critically-ill patients. These sole facts can give rise to a question: is there something we do not understand yet? Currently, there are no specific therapies for septic AKI and the treatment aims only to maintain the mean arterial pressure over 65mmHg by ensuring a good fluid resuscitation and by using vasopressors, along with antibiotics. On the other hand, there is an increased concern about the different hemodynamic changes in septic AKI versus other forms and the link between the gut microbiome and the severity of septic AKI. Fortunately, progress has been made in the form of administration of pre- and probiotics, short chain fatty acids (SCFA), especially acetate, and also broad-spectrum antibiotics or selective decontaminants of the digestive tract in a successful attempt to modulate the microbial flora and to decrease both the severity of AKI and mortality. In conclusion, septic-AKI is a severe form of kidney injury, with particular hemodynamic changes and with a strong link between the kidney and the gut microbiome. By modulating the immune response we could not only treat but also prevent severe forms. The most difficult part is to categorize patients and to better understand the key mechanisms of inflammation and cellular adaptation to the injury, as these mechanisms can serve in the future as target therapies.


Subject(s)
Acute Kidney Injury , Gastrointestinal Microbiome , Sepsis , Humans , Acute Kidney Injury/therapy , Acute Kidney Injury/etiology , Gastrointestinal Microbiome/physiology , Sepsis/complications , Anti-Bacterial Agents/therapeutic use , Probiotics/therapeutic use , Fluid Therapy/methods
17.
Crit Care ; 28(1): 169, 2024 May 18.
Article in English | MEDLINE | ID: mdl-38762578

ABSTRACT

BACKGROUND: Acute kidney injury (AKI) is a significant risk factor associated with reduced survival following out-of-hospital cardiac arrest (OHCA). Whether the severity of AKI simply serves as a surrogate measure of worse peri-arrest conditions, or represents an additional risk to long-term survival remains unclear. METHODS: This is a sub-study derived from a randomized trial in which 789 comatose adult OHCA patients with presumed cardiac cause and sustained return of spontaneous circulation (ROSC) were enrolled. Patients without prior dialysis dependent kidney disease and surviving at least 48 h were included (N = 759). AKI was defined by the kidney disease: improving global outcome (KDIGO) classification, and patients were divided into groups based on the development of AKI and the need for continuous kidney replacement therapy (CKRT), thus establishing three groups of patients-No AKI, AKI no CKRT, and AKI CKRT. Primary outcome was overall survival within 365 days after OHCA according to AKI group. Adjusted Cox proportional hazard models were used to assess overall survival within 365 days according to the three groups. RESULTS: In the whole population, median age was 64 (54-73) years, 80% male, 90% of patients presented with shockable rhythm, and time to ROSC was median 18 (12-26) min. A total of 254 (33.5%) patients developed AKI according to the KDIGO definition, with 77 requiring CKRT and 177 without need for CKRT. AKI CKRT patients had longer time-to-ROSC and worse metabolic derangement at hospital admission. Overall survival within 365 days from OHCA decreased with the severity of kidney injury. Adjusted Cox regression analysis found that AKI, both with and without CKRT, was significantly associated with reduced overall survival up until 365 days, with comparable hazard ratios relative to no AKI (HR 1.75, 95% CI 1.13-2.70 vs. HR 1.76, 95% CI 1.30-2.39). CONCLUSIONS: In comatose patients who had been resuscitated after OHCA, patients developing AKI, with or without initiation of CKRT, had a worse 1-year overall survival compared to non-AKI patients. This association remains statistically significant after adjusting for other peri-arrest risk factors. TRIAL REGISTRATION: The BOX trial is registered at ClinicalTrials.gov: NCT03141099.


Subject(s)
Acute Kidney Injury , Out-of-Hospital Cardiac Arrest , Aged , Female , Humans , Male , Middle Aged , Acute Kidney Injury/therapy , Acute Kidney Injury/etiology , Acute Kidney Injury/physiopathology , Out-of-Hospital Cardiac Arrest/therapy , Out-of-Hospital Cardiac Arrest/mortality , Out-of-Hospital Cardiac Arrest/complications , Proportional Hazards Models
18.
ScientificWorldJournal ; 2024: 8897932, 2024.
Article in English | MEDLINE | ID: mdl-38623388

ABSTRACT

Background: Acute kidney injury (AKI) is a major medical problem affecting patients' quality of life and healthcare costs. Objectives: This study evaluated the severity, risk factors, and outcomes of patients diagnosed with acute kidney injury (AKI), including community-acquired AKI (CA-AKI) and hospital-acquired AKI (HA-AKI), who were admitted to tertiary institutions in Palestine. Methods: This retrospective cross-sectional study was conducted at multiple tertiary care hospitals in Palestine by reviewing patient charts from January 2020 to March 2023. The study included all patients aged ≥18 years who were admitted to the hospital and diagnosed with AKI at admission (CA-AKI) or who developed AKI 48 hours after admission (HA-AKI). Patients with incomplete medical records and those with no reported creatinine levels during their stay, pregnant women, kidney transplant patients, and end-stage renal disease patients were excluded. Data were analyzed using SPSS v22.0. The incidence of AKI in each group was compared using the chi-squared test. Results: This study included 259 participants. HA-AKI was present in 27.3% of the patients, while CA-AKI was 72.7%. The most common stage among patients was stage 3 (55.7%, HA-AKI) (42.9%, CA-AKI), and the most common comorbidity contributing to AKI was CKD. NSAIDs, ACE-I/ARBs, and DIURETICs were the most nephrotoxic drugs contributing to AKI. Patients with hyperphosphatemia, hyperkalemia, severe metabolic acidosis, or stage 3 AKI require renal replacement therapy. In addition, our findings revealed a significant association among AKI mortality, age, and heart disease. Conclusion: CA-AKI was more prevalent than HA-AKI in Palestinian patients admitted for AKI. Risk factors for AKI included diabetes, CKD, and medications (antibiotics, NSAID, diuretics, and ACE-I/ARB). Preventive measures, medication management, and disease state management are necessary to minimize AKI during hospital admission or in the community.


Subject(s)
Acute Kidney Injury , Kidney Failure, Chronic , Pregnancy , Humans , Female , Adolescent , Adult , Cross-Sectional Studies , Angiotensin Receptor Antagonists , Retrospective Studies , Arabs , Quality of Life , Angiotensin-Converting Enzyme Inhibitors , Acute Kidney Injury/epidemiology , Acute Kidney Injury/therapy , Risk Factors , Diuretics
20.
Hepatol Int ; 18(3): 833-869, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38578541

ABSTRACT

Acute-on-chronic liver failure (ACLF) is a syndrome that is characterized by the rapid development of organ failures predisposing these patients to a high risk of short-term early death. The main causes of organ failure in these patients are bacterial infections and systemic inflammation, both of which can be severe. For the majority of these patients, a prompt liver transplant is still the only effective course of treatment. Kidneys are one of the most frequent extrahepatic organs that are affected in patients with ACLF, since acute kidney injury (AKI) is reported in 22.8-34% of patients with ACLF. Approach and management of kidney injury could improve overall outcomes in these patients. Importantly, patients with ACLF more frequently have stage 3 AKI with a low rate of response to the current treatment modalities. The objective of the present position paper is to critically review and analyze the published data on AKI in ACLF, evolve a consensus, and provide recommendations for early diagnosis, pathophysiology, prevention, and management of AKI in patients with ACLF. In the absence of direct evidence, we propose expert opinions for guidance in managing AKI in this very challenging group of patients and focus on areas of future research. This consensus will be of major importance to all hepatologists, liver transplant surgeons, and intensivists across the globe.


Subject(s)
Acute Kidney Injury , Acute-On-Chronic Liver Failure , Acute-On-Chronic Liver Failure/therapy , Acute-On-Chronic Liver Failure/diagnosis , Acute-On-Chronic Liver Failure/complications , Acute-On-Chronic Liver Failure/etiology , Humans , Acute Kidney Injury/therapy , Acute Kidney Injury/etiology , Acute Kidney Injury/diagnosis , Liver Transplantation
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