1.Construction of prognostic prediction model for patients with sepsis-induced acute kidney injury treated with continuous renal replacement therapy.
Yalin LI ; Dongfeng LI ; Jing WANG ; Hao LI ; Xiao WANG
Chinese Critical Care Medicine 2024;36(12):1268-1272
OBJECTIVE:
To explore the influencing factors of prognosis in patients with sepsis-induced acute kidney injury undergoing continuous renal replacement therapy (CRRT), and to construct a mortality risk prediction model.
METHODS:
A retrospective research method was adopted, patients with sepsis-induced acute kidney injury who received CRRT at Fuyang People's Hospital from February 2021 to September 2023 were included in this study. Collect general information, comorbidities, vital signs, laboratory indicators, disease severity scores, treatment status, length of stay in the intensive care unit (ICU), and 28-day prognosis were collected within 24 hours of patient enrollment. The Cox regression model was used to identify the factors influencing prognosis in patients with sepsis-induced acute kidney injury, and a nomogram model was developed to predict mortality in these patients. Receiver operator characteristic curve (ROC curve), calibration curve, and Hosmer-Lemeshow test were used to validate the predictive performance of the nomogram model.
RESULTS:
A total of 146 patients with sepsis-induced acute kidney injury were included, of which 98 survived and 48 died (with a mortality of 32.88%) after 28 days of treatment. The blood lactic acid, interleukin-6 (IL-6), serum cystatin C, acute physiology and chronic health evaluation II (APACHE II), sequential organ failure assessment (SOFA), and proportion of mechanical ventilation in the death group were significantly higher than those in the survival group. The ICU stay was significantly longer than that in the survival group, and the glomerular filtration rate was significantly lower than that in the survival group. Cox regression analysis showed that blood lactic acid [odds ratio (OR) = 2.992, 95% confidence interval (95%CI) was 1.023-8.754], IL-6 (OR = 3.522, 95%CI was 1.039-11.929), serum cystatin C (OR = 3.999, 95%CI was 1.367-11.699), mechanical ventilation (OR = 4.133, 95%CI was 1.413-12.092), APACHE II score (OR = 5.013, 95%CI was 1.713-14.667), SOFA score (OR = 3.404, 95%CI was 1.634-9.959) were risk factors for mortality in patients with sepsis-induced acute kidney injury (all P < 0.05), glomerular filtration rate (OR = 0.294, 95%CI was 0.101-0.860) was a protective factor for mortality in patients with sepsis-induced acute kidney injury (P < 0.05). The ROC curve showed that the column chart model has a sensitivity of 80.0% (95%CI was 69.1%-89.2%) and a specificity of 89.3% (95%CI was 83.1%-95.2%) in predicting 28-day mortality in patients with acute kidney injury caused by sepsis.
CONCLUSIONS
Blood lactic acid, IL-6, mechanical ventilation, APACHEII score, SOFA score, glomerular filtration rate, and serum cystatin C are associated with the risk of death in patients with sepsis-induced acute kidney injury. The nomogram model could help early identification of mortality risk in these patients.
Humans
;
Acute Kidney Injury/diagnosis*
;
Sepsis/therapy*
;
Retrospective Studies
;
Prognosis
;
Continuous Renal Replacement Therapy/methods*
;
Nomograms
;
Intensive Care Units
;
ROC Curve
;
Interleukin-6/blood*
;
Proportional Hazards Models
;
Female
;
Male
;
Cystatin C/blood*
;
Middle Aged
;
Risk Factors
;
Lactic Acid/blood*
2.Construction of anomogram for predicting the prognosis of patients with sepsis-associated acute kidney injury.
Li ZHAO ; Yan LIU ; Man CHEN ; Li CHEN ; Shenglin ZHOU ; Xue BAI ; Jicheng ZHANG
Chinese Critical Care Medicine 2023;35(12):1255-1261
OBJECTIVE:
To explore the risk factors for poor prognosis in sepsis-associated acute kidney injury (SA-AKI) and establish a nomogram predictive model.
METHODS:
The clinical data of patients with SA-AKI admitted to the department of critical care medicine of Shandong Provincial Hospital Affiliated to Shandong First Medical University from January 2019 to September 2022 were retrospectively analyzed, including demographic information, worst values of blood cell counts and biochemical indicators within 24 hours of SA-AKI diagnosis, whether the patient received renal replacement therapy (RRT), mechanical ventilation, vasopressor therapy during hospitalization, acute physiology and chronic health evaluation II (APACHE II), sequential organ failure assessment (SOFA), fibrinogen-to-albumin ratio (FAR) within 24 hours of diagnosis, acute kidney injury (AKI) staging, total length of hospital stay, length of intensive care unit (ICU) stay, and others. According to the 28-day outcome, the patients were divided into survival group and death group, and the indicators between the two groups were compared. Univariate and multivariate Logistic regression analyses were used to screen for risk factors associated with mortality in SA-AKI patients. A nomogram predictive model for SA-AKI prognosis was constructed based on the identified risk factors. Receiver operator characteristic curve (ROC curve) and calibration plots were generated to evaluate the predictive value of the nomogram model for SA-AKI prognosis.
RESULTS:
A total of 113 SA-AKI patients were included, with 67 in the survival group and 46 in the death group. The 28-day mortality among SA-AKI patients was 40.7%. The comparison between the two groups showed that there were statistically significant differences in age ≥ 65 years, AKI stage, mechanical ventilation, vasopressors, RRT, length of ICU stay, and laboratory indicators cystatin C (Cys C), fibrinogen (Fib), and FAR. Multivariate Logistic regression analysis showed that age ≥ 65 years [odds ratio (OR) = 7.967, 95% confidence interval (95%CI) was 1.803-35.203, P = 0.006], cystatin C (OR = 7.202, 95%CI was 1.756-29.534, P = 0.006), FAR (OR = 2.444, 95%CI was 1.506-3.968, P < 0.001), and RRT (OR = 7.639, 95%CI was 1.391-41.951, P = 0.019) were independent risk factors for mortality in SA-AKI patients. ROC curve analysis showed that the area under the ROC curve (AUC) for age ≥ 65 years, cystatin C, FAR, and RRT in predicting SA-AKI patient mortality were 0.713, 0.856, 0.911, and 0.701, respectively. A nomogram predictive model for SA-AKI patient prognosis was constructed based on age ≥ 65 years, cystatin C, FAR, and RRT, with an AUC of 0.967 (95%CI was 0.932-1.000) according to ROC curve analysis. The calibration plot indicated good consistency between predicted and actual probabilities.
CONCLUSIONS
Age ≥ 65 years, cystatin C, FAR, and RRT are independent risk factors for mortality in SA-AKI patients. The nomogram predictive model based on these four factors can accurately predict SA-AKI patient prognosis, helping physicians adjust treatment strategies in a timely manner and improve patient outcomes.
Humans
;
Aged
;
Cystatin C
;
Retrospective Studies
;
Intensive Care Units
;
Sepsis/diagnosis*
;
Acute Kidney Injury/therapy*
;
Prognosis
;
ROC Curve
;
Fibrinogen
3.Acute kidney injury in the patient with cancer
Mitchell H ROSNER ; Mark A PERAZELLA
Kidney Research and Clinical Practice 2019;38(3):295-308
Dramatic advances in the care of patients with cancer have led to significant improvement in outcomes and survival. However, renal manifestations of the underlying cancer as well as the effects of anti-neoplastic therapies leave patients with significant morbidity and chronic kidney disease risks. The most common renal manifestations associated with cancer include acute kidney injury (AKI) in the setting of multiple myeloma, tumor lysis syndrome, post-hematopoietic stem cell therapy, and AKI associated with chemotherapy. Knowledge of specific risk factors, modification of risk and careful attention to rapid AKI diagnosis are critical for improving outcomes.
Acute Kidney Injury
;
Diagnosis
;
Drug Therapy
;
Humans
;
Multiple Myeloma
;
Renal Insufficiency, Chronic
;
Risk Factors
;
Stem Cells
;
Tumor Lysis Syndrome
4.Monitoring of kidney injury in preterm infants.
Chinese Journal of Contemporary Pediatrics 2018;20(4):332-337
Acute kidney injury (AKI) is a common complication in the neonatal intensive care unit that causes a high mortality of preterm infants and various chronic kidney diseases in adulthood. Preterm infants have immature development of the kidneys at birth. The kidneys continue to develop within a specific time window after birth. However, due to various factors during pregnancy and after birth, preterm infants tend to develop AKI. At present, serum creatinine and urine volume are used for the assessment of kidney injury, and their early sensitivity and specificity have attracted increasing attention. In recent years, various new biomarkers have been identified for early recognition of AKI. This article reviews the features, risk factors, renal function assessment, and prevention/treatment of AKI of preterm infants, in order to provide a reference for improving early diagnosis and treatment of AKI in preterm infants and long-term quality of life.
Acute Kidney Injury
;
diagnosis
;
etiology
;
therapy
;
Biomarkers
;
Humans
;
Infant, Newborn
;
Infant, Premature
5.Acute kidney injury in pediatric patients with rhabdomyolysis.
Young Shin LIM ; Heeyeon CHO ; Sang Taek LEE ; Yeonhee LEE
Korean Journal of Pediatrics 2018;61(3):95-100
PURPOSE: This study aimed to evaluate the clinical findings in pediatric rhabdomyolysis and the predictive factors for acute kidney injury (AKI) in Korean children. METHODS: Medical records of 39 Korean children, who were newly diagnosed with rhabdomyolysis from January 2008 to December 2015, were retrospectively analyzed. The diagnosis was made from the medical history, elevated serum creatinine kinase level >1,000 IU/L, and plasma myoglobin level >150 ng/mL. Patients with muscular dystrophy and myocardial infarction were excluded. RESULTS: The median patient age at diagnosis was 14.0 years (range, 3–18 years), and the male to female ratio was 2.5. The most common presenting symptom was myalgia (n=25, 64.1%), and 14 patients (35.9%) had rhabdomyolysis-induced AKI. Eighteen patients (46.2%) had underlying diseases, such as epilepsy and psychotic disorders. Ten of these patients showed rhabdomyolysis-induced AKI. The common causes of rhabdomyolysis were infection (n=12, 30.7%), exercise (n=9, 23.1%), and trauma (n=8, 20.5%). There was no difference in the distribution of etiology between AKI and non-AKI groups. Five patients in the AKI group showed complete recovery of renal function after stopping renal replacement therapy. The median length of hospitalization was 7.0 days, and no mortality was reported. Compared with the non-AKI group, the AKI group showed higher levels of peak creatinine kinase and myoglobin, without statistical significance. CONCLUSION: The clinical characteristics of pediatric rhabdomyolysis differ from those observed in adult patients. Children with underlying diseases are more vulnerable to rhabdomyolysis-induced AKI. AKI more likely develops in the presence of a high degree of albuminuria.
Acute Kidney Injury*
;
Adult
;
Albuminuria
;
Child
;
Creatinine
;
Diagnosis
;
Epilepsy
;
Female
;
Hospitalization
;
Humans
;
Male
;
Medical Records
;
Mortality
;
Muscular Dystrophies
;
Myalgia
;
Myocardial Infarction
;
Myoglobin
;
Phosphotransferases
;
Plasma
;
Psychotic Disorders
;
Renal Replacement Therapy
;
Retrospective Studies
;
Rhabdomyolysis*
6.Acute kidney injury and continuous renal replacement therapy in children; what pediatricians need to know.
Myung Hyun CHO ; Hee Gyung KANG
Korean Journal of Pediatrics 2018;61(11):339-347
Acute kidney injury (AKI) is characterized by abrupt deterioration of renal function, and its diagnosis relies on creatinine measurements and urine output. AKI is associated with higher morbidity and mortality, and is a risk factor for development of chronic kidney disease. There is no proven medication for AKI. Therefore, prevention and early detection are important. Physicians should be aware of the risk factors for AKI and should monitor renal function in high-risk patients. Management of AKI includes optimization of volume status and renal perfusion, avoidance of nephrotoxic agents, and sufficient nutritional support. Continuous renal replacement therapy is widely available for critically ill children, and this review provides basic information regarding this therapy. Long-term follow-up of patients with AKI for renal function, blood pressure, and proteinuria is recommended.
Acute Kidney Injury*
;
Blood Pressure
;
Child*
;
Creatinine
;
Critical Illness
;
Diagnosis
;
Follow-Up Studies
;
Humans
;
Mortality
;
Nutritional Support
;
Perfusion
;
Proteinuria
;
Renal Insufficiency, Chronic
;
Renal Replacement Therapy*
;
Risk Factors
7.Extracorporeal Therapy as a Treatment Method in Patients with Acute Ethylene Glycol Poisoning.
Jae Woo SONG ; Sang Chun CHOI ; Samsun LAMPOTANG ; Young Gi MIN ; Yoon Seok JOUNG
Journal of the Korean Society of Emergency Medicine 2017;28(1):109-116
PURPOSE: Extracorporeal treatment has been used increasingly to treat patients with acute ethylene glycol poisoning. We analyzed all patients with acute poisoning of ethylene glycol during a recent 10-year period to provide clinical recommendations for adequate application of continuous renal replacement therapy for these patients. METHODS: A retrospective chart review study was conducted for patients whose final diagnosis were “toxic effects of glycols or other alcohols,” between October 2006 and September 2016. The basal characteristics of patients, suspected amount of ingestion, intention of poisoning, concomitant alcohol ingestion, mental state at admission, time from exposure to admission, chief complaint, length of hospital stay, method of treatments, laboratory results including acute kidney injury and urine oxalate crystal, as well as treatment results were examined. RESULTS: A total number of 14 patients were included in this study. Nine patients (64.3%) underwent continuous renal replacement therapy; 5 patients (35.7%) underwent ethanol mono-therapy. Between the antidote therapy group and the extracorporeal treatment group, there was a significant difference in the levels of plasma bicarbonate, chloride, anion gap, pH, and base excess in arterial blood gas analysis, as well as the calculated osmolar gap. One patient expired due to multi-organ failure, while the others recovered completely. CONCLUSION: Continuous renal replacement therapy was most frequently chosen as a treatment method in patients with acute ethylene glycol poisoning. Further research regarding indication of continuous renal replacement therapy and combing therapy with other treatment will be necessary to determine the best treatment method.
Acid-Base Equilibrium
;
Acute Kidney Injury
;
Animals
;
Blood Gas Analysis
;
Comb and Wattles
;
Diagnosis
;
Eating
;
Ethanol
;
Ethylene Glycol*
;
Glycols
;
Humans
;
Hydrogen-Ion Concentration
;
Intention
;
Length of Stay
;
Methods*
;
Plasma
;
Poisoning*
;
Renal Replacement Therapy
;
Retrospective Studies
8.Ceftizoxime-induced immune hemolytic anemia associated with multi-organ failure.
Jin Young HUH ; Ari AHN ; Hyungsuk KIM ; Seog Woon KWON ; Sujong AN ; Jae Yong LEE ; Byoung Soo KWON ; Eun Hye OH ; Do Hyun PARK ; Jin Won HUH
Yeungnam University Journal of Medicine 2017;34(1):123-127
Drug-induced immune hemolytic anemia (DIIHA) is a rare side effect of drugs. DIIHA may cause a systemic inflammatory response that results in acute multi-organ failure and death. Ceftizoxime belongs to the class of third generation cephalosporins, which are the most common drugs associated with DIIHA. Herein, we present a case of a 66-year-old man who developed fatal DIIHA after receiving a second dose of ceftizoxime. He was admitted to receive photodynamic therapy. He had a history of a single parenteral dose of ceftizoxime 3 months prior to admission. On the day of the procedure — shortly after the infusion of ceftizoxime — the patient's mental status was altered. The blood test results revealed hemolysis. Oliguric acute kidney injury developed, and continuous renal replacement therapy had to be applied. On the suspicion of DIIHA, the patient underwent plasmapheresis. Diagnosis was confirmed by a detection of drug-dependent antibody with immune complex formation. Although his hemolysis improved, his liver failure did not improve. He was eventually discharged to palliative care, and subsequently died.
Acute Kidney Injury
;
Aged
;
Anemia, Hemolytic*
;
Antigen-Antibody Complex
;
Ceftizoxime
;
Cephalosporins
;
Diagnosis
;
Hematologic Tests
;
Hemolysis
;
Humans
;
Liver Failure
;
Palliative Care
;
Photochemotherapy
;
Plasmapheresis
;
Renal Replacement Therapy
9.A Case of Ethylene Glycol intoxication with Acute Renal Injury: Successful Recovery by Fomepizole and Renal Replacement Therapy.
Chang Hun SONG ; Hong Jin BAE ; Young Rok HAM ; Ki Ryang NA ; Kang Wook LEE ; Dae Eun CHOI
Electrolytes & Blood Pressure 2017;15(2):47-51
Ethylene glycol is a widely used and readily available substance. Ethylene glycol ingestion does not cause direct toxicity; however, its metabolites are highly toxic and can be fatal even in trace amounts. Poisoning is best diagnosed through inquiry, but as an impaired state of consciousness is observed in most cases, poisoning must be suspected when a significantly elevated osmolar gap or high anion gap metabolic acidosis is found in blood tests. Hemodialysis and alcohol dehydrogenase inhibitors such as ethanol and fomepizole are a part of the basic treatment, and timely diagnosis and treatment are crucial because any delays can lead to death. However, there are few reported cases in Korea, and no report on the use of fomepizole. Herein, we report a case of acute renal failure caused by ethylene glycol poisoning that was treated with fomepizole and hemodialysis and present a literature review.
Acid-Base Equilibrium
;
Acidosis
;
Acute Kidney Injury*
;
Alcohol Dehydrogenase
;
Consciousness
;
Diagnosis
;
Eating
;
Ethanol
;
Ethylene Glycol*
;
Hematologic Tests
;
Korea
;
Poisoning
;
Renal Dialysis
;
Renal Replacement Therapy*
10.Ceftizoxime-induced immune hemolytic anemia associated with multi-organ failure
Jin Young HUH ; Ari AHN ; Hyungsuk KIM ; Seog Woon KWON ; Sujong AN ; Jae Yong LEE ; Byoung Soo KWON ; Eun Hye OH ; Do Hyun PARK ; Jin Won HUH
Yeungnam University Journal of Medicine 2017;34(1):123-127
Drug-induced immune hemolytic anemia (DIIHA) is a rare side effect of drugs. DIIHA may cause a systemic inflammatory response that results in acute multi-organ failure and death. Ceftizoxime belongs to the class of third generation cephalosporins, which are the most common drugs associated with DIIHA. Herein, we present a case of a 66-year-old man who developed fatal DIIHA after receiving a second dose of ceftizoxime. He was admitted to receive photodynamic therapy. He had a history of a single parenteral dose of ceftizoxime 3 months prior to admission. On the day of the procedure — shortly after the infusion of ceftizoxime — the patient's mental status was altered. The blood test results revealed hemolysis. Oliguric acute kidney injury developed, and continuous renal replacement therapy had to be applied. On the suspicion of DIIHA, the patient underwent plasmapheresis. Diagnosis was confirmed by a detection of drug-dependent antibody with immune complex formation. Although his hemolysis improved, his liver failure did not improve. He was eventually discharged to palliative care, and subsequently died.
Acute Kidney Injury
;
Aged
;
Anemia, Hemolytic
;
Antigen-Antibody Complex
;
Ceftizoxime
;
Cephalosporins
;
Diagnosis
;
Hematologic Tests
;
Hemolysis
;
Humans
;
Liver Failure
;
Palliative Care
;
Photochemotherapy
;
Plasmapheresis
;
Renal Replacement Therapy

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