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Wang J, Niu D, Li X, Zhao Y, Ye E, Huang J, Yue S, Hou X, Wu J. Effects of 24-hour urine-output trajectories on the risk of acute kidney injury in critically ill patients with cirrhosis: a retrospective cohort analysis. Ren Fail 2024; 46:2298900. [PMID: 38178568 PMCID: PMC10773636 DOI: 10.1080/0886022x.2023.2298900] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Accepted: 12/20/2023] [Indexed: 01/06/2024] Open
Abstract
BACKGROUND Acute kidney injury (AKI) is one of the most common complications for critically ill patients with cirrhosis, but it has remained unclear whether urine output fluctuations are associated with the risk of AKI in such patients. Thus, we explored the influence of 24-h urine-output trajectory on AKI in patients with cirrhosis through latent category trajectory modeling. MATERIALS AND METHODS This retrospective cohort study examined patients with cirrhosis using the MIMIC-IV database. Changes in the trajectories of urine output within 24 h after admission to the intensive care unit (ICU) were categorized using latent category trajectory modeling. The outcome examined was the occurrence of AKI during ICU hospitalization. The risk of AKI in patients with different trajectory classes was explored using the cumulative incidence function (CIF) and the Fine-Gray model with the sub-distribution hazard ratio (SHR) and the 95% confidence interval (CI) as size effects. RESULTS The study included 3,562 critically ill patients with cirrhosis, of which 2,467 (69.26%) developed AKI during ICU hospitalization. The 24-h urine-output trajectories were split into five classes (Classes 1-5). The CIF curves demonstrated that patients with continuously low urine output (Class 2), a rapid decline in urine output after initially high levels (Class 3), and urine output that decreased slowly and then stabilized at a lower level (Class 4) were at higher risk for AKI than those with consistently moderate urine output (Class 1). After fully adjusting for various confounders, Classes 2, 3, and 4 were associated with a higher risk of AKI compared with Class 1, and the respective SHRs (95% CIs) were 2.56 (1.87-3.51), 1.86 (1.34-2.59), and 1.83 1.29-2.59). CONCLUSIONS The 24-h urine-output trajectory is significantly associated with the risk of AKI in critically ill patients with cirrhosis. More attention should be paid to the dynamic nature of urine-output changes over time, which may help guide early intervention and improve patients' prognoses.
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Affiliation(s)
- Jia Wang
- Clinical Research Service Center, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
- Guangdong Engineering Research Center of Collaborative Innovation of Clinical Medical Big Data Cloud Service in Western Guangdong Medical Union, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Dongdong Niu
- Clinical Research Service Center, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
- Guangdong Engineering Research Center of Collaborative Innovation of Clinical Medical Big Data Cloud Service in Western Guangdong Medical Union, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Xiaolin Li
- Clinical Research Service Center, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
- Guangdong Engineering Research Center of Collaborative Innovation of Clinical Medical Big Data Cloud Service in Western Guangdong Medical Union, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Yumei Zhao
- Clinical Research Service Center, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
- Guangdong Engineering Research Center of Collaborative Innovation of Clinical Medical Big Data Cloud Service in Western Guangdong Medical Union, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Enlin Ye
- Clinical Research Service Center, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
- Guangdong Engineering Research Center of Collaborative Innovation of Clinical Medical Big Data Cloud Service in Western Guangdong Medical Union, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Jiasheng Huang
- Clinical Research Service Center, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
- Guangdong Engineering Research Center of Collaborative Innovation of Clinical Medical Big Data Cloud Service in Western Guangdong Medical Union, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Suru Yue
- Clinical Research Service Center, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
- Guangdong Engineering Research Center of Collaborative Innovation of Clinical Medical Big Data Cloud Service in Western Guangdong Medical Union, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Xuefei Hou
- Clinical Research Service Center, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
- Guangdong Engineering Research Center of Collaborative Innovation of Clinical Medical Big Data Cloud Service in Western Guangdong Medical Union, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Jiayuan Wu
- Clinical Research Service Center, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
- Guangdong Engineering Research Center of Collaborative Innovation of Clinical Medical Big Data Cloud Service in Western Guangdong Medical Union, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
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2
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Huang H, Lin Q, Dai X, Chen J, Bai Z, Li X, Fang F, Li Y. Derivation and validation of urinary TIMP-1 for the prediction of acute kidney injury and mortality in critically ill children. J Transl Med 2022; 20:102. [PMID: 35197070 PMCID: PMC8867638 DOI: 10.1186/s12967-022-03302-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Accepted: 02/09/2022] [Indexed: 12/29/2022] Open
Abstract
Background Acute kidney injury (AKI) is associated with high morbidity and mortality. Multiple urinary biomarkers have been identified to be associated with the prediction of AKI and outcomes. However, the accuracy of these urinary biomarkers for AKI and associated outcomes has not been clearly defined, especially in heterogeneous populations. The aims of the study were to compare the ability of 10 existing or potential urinary biomarkers to predict AKI and pediatric intensive care unit (PICU) mortality and validate urinary tissue inhibitor of metalloproteinases-1 (uTIMP-1) as a better biomarker for early prediction in heterogeneous critically ill children. Methods A derivation-validation approach with separate critically ill cohorts was designed. We first conducted a prospective cohort study to determine the ability of 10 urinary biomarkers serially measured in 123 children during the first 7 days of PICU stay to predict AKI and PICU mortality (derivation study) and further validated the better biomarker of uTIMP-1 in a separate cohort of 357 critically ill children (validation study). AKI diagnosis was based on KDIGO classification with serum creatinine and urine output. PICU mortality was defined as all-cause mortality. Results In the derivation cohort, 17 of 123 (13.8%) children developed AKI stage 3 or died during the PICU stay, and both the initial and peak uTIMP-1 displayed the highest AUCs of 0.87 (0.79–0.94) and 0.90 (0.84–0.96), respectively, for predicting AKI stage 3 or death. In the validation cohort, 78 of 357 (21.8%) developed AKI during the first week after admission, and 38 (10.6%) died during the PICU stay. The initial uTIMP-1 level was validated to be independently associated with AKI (AOR = 2.88, 95% CI 1.97–4.21), severe AKI (AOR = 2.62, 95% CI 1.78–3.88), AKI stage 3 (AOR = 2.94, 95% CI 1.84–4.68) and PICU mortality (AOR = 1.92, 95% CI 1.11–3.30) after adjustment for potential confounders. The predictive values of uTIMP-1 for AKI, severe AKI, AKI stage 3 and PICU mortality were 0.80 (0.74–0.86), 0.83 (0.77–0.89), 0.84 (0.77–0.92) and 0.83 (0.76–0.89), respectively. Conclusions Urinary TIMP-1 levels have been identified and validated to be independently associated with AKI and PICU mortality in independent prospective cohorts and may be an early potential indicator of AKI and PICU mortality in critically ill children. Supplementary Information The online version contains supplementary material available at 10.1186/s12967-022-03302-0.
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Affiliation(s)
- Hui Huang
- Department of Nephrology and Immunology, Children's Hospital of Soochow University, Suzhou, JiangSu Province, China
| | - Qiang Lin
- Department of Nephrology and Immunology, Children's Hospital of Soochow University, Suzhou, JiangSu Province, China
| | - Xiaomei Dai
- Department of Nephrology and Immunology, Children's Hospital of Soochow University, Suzhou, JiangSu Province, China
| | - Jiao Chen
- Pediatric Intensive Care Unit, Children's Hospital of Soochow University, Suzhou, JiangSu Province, China
| | - Zhenjiang Bai
- Pediatric Intensive Care Unit, Children's Hospital of Soochow University, Suzhou, JiangSu Province, China
| | - Xiaozhong Li
- Department of Nephrology and Immunology, Children's Hospital of Soochow University, Suzhou, JiangSu Province, China
| | - Fang Fang
- Institute of Pediatric Research, Children's Hospital of Soochow University, Suzhou, JiangSu Province, China
| | - Yanhong Li
- Department of Nephrology and Immunology, Children's Hospital of Soochow University, Suzhou, JiangSu Province, China. .,Institute of Pediatric Research, Children's Hospital of Soochow University, Suzhou, JiangSu Province, China. .,Department of Nephrology and Immunology, Institute of Pediatric Research, Children's Hospital of Soochow University, Suzhou, JiangSu Province, China.
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3
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Zhang L, Xu F, Han D, Huang T, Li S, Yin H, Lyu J. Influence of the trajectory of the urine output for 24 h on the occurrence of AKI in patients with sepsis in intensive care unit. J Transl Med 2021; 19:518. [PMID: 34930308 PMCID: PMC8686667 DOI: 10.1186/s12967-021-03190-w] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2021] [Accepted: 12/09/2021] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Sepsis-associated acute kidney injury (S-AKI) is a common and life-threatening complication in hospitalized and critically ill patients. This condition is an independent cause of death. This study was performed to investigate the correlation between the trajectory of urine output within 24 h and S-AKI. METHODS Patients with sepsis were studied retrospectively based on the Medical Information Mart for Intensive Care IV. Latent growth mixture modeling was used to classify the trajectory of urine output changes within 24 h of sepsis diagnosis. The outcome of this study is AKI that occurs 24 h after sepsis. Cox proportional hazard model, Fine-Gray subdistribution proportional hazard model, and doubly robust estimation method were used to explore the risk of AKI in patients with different trajectory classes. RESULTS A total of 9869 sepsis patients were included in this study, and their 24-h urine output trajectories were divided into five classes. The Cox proportional hazard model showed that compared with class 1, the HR (95% CI) values for classes 3, 4, and 5 were 1.460 (1.137-1.875), 1.532 (1.197-1.961), and 2.232 (1.795-2.774), respectively. Competing risk model and doubly robust estimation methods reached similar results. CONCLUSIONS The trajectory of urine output within 24 h of sepsis patients has a certain impact on the occurrence of AKI. Therefore, in the early treatment of sepsis, close attention should be paid to changes in the patient's urine output to prevent the occurrence of S-AKI.
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Affiliation(s)
- Luming Zhang
- Intensive Care Unit, The First Affiliated Hospital of Jinan University, Guangzhou, 510630, Guangdong Province, People's Republic of China.,Department of Clinical Research, The First Affiliated Hospital of Jinan University, Guangzhou, 510630, Guangdong Province, People's Republic of China
| | - Fengshuo Xu
- Department of Clinical Research, The First Affiliated Hospital of Jinan University, Guangzhou, 510630, Guangdong Province, People's Republic of China.,School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an, Shaanxi, China
| | - Didi Han
- Department of Clinical Research, The First Affiliated Hospital of Jinan University, Guangzhou, 510630, Guangdong Province, People's Republic of China.,School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an, Shaanxi, China
| | - Tao Huang
- Department of Clinical Research, The First Affiliated Hospital of Jinan University, Guangzhou, 510630, Guangdong Province, People's Republic of China
| | - Shaojin Li
- Department of Orthopaedics, The First Affiliated Hospital of Jinan University, Guangzhou, Guangdong Province, China
| | - Haiyan Yin
- Intensive Care Unit, The First Affiliated Hospital of Jinan University, Guangzhou, 510630, Guangdong Province, People's Republic of China.
| | - Jun Lyu
- Department of Clinical Research, The First Affiliated Hospital of Jinan University, Guangzhou, 510630, Guangdong Province, People's Republic of China.
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4
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Saito R, Hirayama A, Akiba A, Kamei Y, Kato Y, Ikeda S, Kwan B, Pu M, Natarajan L, Shinjo H, Akiyama S, Tomita M, Soga T, Maruyama S. Urinary Metabolome Analyses of Patients with Acute Kidney Injury Using Capillary Electrophoresis-Mass Spectrometry. Metabolites 2021; 11:671. [PMID: 34677386 PMCID: PMC8540909 DOI: 10.3390/metabo11100671] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2021] [Revised: 09/28/2021] [Accepted: 09/28/2021] [Indexed: 12/29/2022] Open
Abstract
Acute kidney injury (AKI) is defined as a rapid decline in kidney function. The associated syndromes may lead to increased morbidity and mortality, but its early detection remains difficult. Using capillary electrophoresis time-of-flight mass spectrometry (CE-TOFMS), we analyzed the urinary metabolomic profile of patients admitted to the intensive care unit (ICU) after invasive surgery. Urine samples were collected at six time points: before surgery, at ICU admission and 6, 12, 24 and 48 h after. First, urine samples from 61 initial patients (non-AKI: 23, mild AKI: 24, severe AKI: 14) were measured, followed by the measurement of urine samples from 60 additional patients (non-AKI: 40, mild AKI: 20). Glycine and ethanolamine were decreased in patients with AKI compared with non-AKI patients at 6-24 h in the two groups. The linear statistical model constructed at each time point by machine learning achieved the best performance at 24 h (median AUC, area under the curve: 89%, cross-validated) for the 1st group. When cross-validated between the two groups, the AUC showed the best value of 70% at 12 h. These results identified metabolites and time points that show patterns specific to subjects who develop AKI, paving the way for the development of better biomarkers.
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Affiliation(s)
- Rintaro Saito
- Institute for Advanced Biosciences, Keio University, Tsuruoka 997-0052, Japan; (A.H.); (A.A.); (Y.K.); (Y.K.); (S.I.); (M.T.); (T.S.)
| | - Akiyoshi Hirayama
- Institute for Advanced Biosciences, Keio University, Tsuruoka 997-0052, Japan; (A.H.); (A.A.); (Y.K.); (Y.K.); (S.I.); (M.T.); (T.S.)
| | - Arisa Akiba
- Institute for Advanced Biosciences, Keio University, Tsuruoka 997-0052, Japan; (A.H.); (A.A.); (Y.K.); (Y.K.); (S.I.); (M.T.); (T.S.)
| | - Yushi Kamei
- Institute for Advanced Biosciences, Keio University, Tsuruoka 997-0052, Japan; (A.H.); (A.A.); (Y.K.); (Y.K.); (S.I.); (M.T.); (T.S.)
| | - Yuyu Kato
- Institute for Advanced Biosciences, Keio University, Tsuruoka 997-0052, Japan; (A.H.); (A.A.); (Y.K.); (Y.K.); (S.I.); (M.T.); (T.S.)
| | - Satsuki Ikeda
- Institute for Advanced Biosciences, Keio University, Tsuruoka 997-0052, Japan; (A.H.); (A.A.); (Y.K.); (Y.K.); (S.I.); (M.T.); (T.S.)
| | - Brian Kwan
- Division of Biostatistics and Bioinformatics, Department of Family Medicine and Public Health, University of California San Diego, La Jolla, CA 92093, USA; (B.K.); (M.P.); (L.N.)
| | - Minya Pu
- Division of Biostatistics and Bioinformatics, Department of Family Medicine and Public Health, University of California San Diego, La Jolla, CA 92093, USA; (B.K.); (M.P.); (L.N.)
| | - Loki Natarajan
- Division of Biostatistics and Bioinformatics, Department of Family Medicine and Public Health, University of California San Diego, La Jolla, CA 92093, USA; (B.K.); (M.P.); (L.N.)
| | - Hibiki Shinjo
- Department of Nephrology, Nagoya University Graduate School of Medicine, Nagoya 466-8560, Japan; (H.S.); (S.A.); (S.M.)
| | - Shin’ichi Akiyama
- Department of Nephrology, Nagoya University Graduate School of Medicine, Nagoya 466-8560, Japan; (H.S.); (S.A.); (S.M.)
| | - Masaru Tomita
- Institute for Advanced Biosciences, Keio University, Tsuruoka 997-0052, Japan; (A.H.); (A.A.); (Y.K.); (Y.K.); (S.I.); (M.T.); (T.S.)
| | - Tomoyoshi Soga
- Institute for Advanced Biosciences, Keio University, Tsuruoka 997-0052, Japan; (A.H.); (A.A.); (Y.K.); (Y.K.); (S.I.); (M.T.); (T.S.)
| | - Shoichi Maruyama
- Department of Nephrology, Nagoya University Graduate School of Medicine, Nagoya 466-8560, Japan; (H.S.); (S.A.); (S.M.)
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5
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Kellum JA, Romagnani P, Ashuntantang G, Ronco C, Zarbock A, Anders HJ. Acute kidney injury. Nat Rev Dis Primers 2021; 7:52. [PMID: 34267223 DOI: 10.1038/s41572-021-00284-z] [Citation(s) in RCA: 508] [Impact Index Per Article: 169.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/09/2021] [Indexed: 02/06/2023]
Abstract
Acute kidney injury (AKI) is defined by a sudden loss of excretory kidney function. AKI is part of a range of conditions summarized as acute kidney diseases and disorders (AKD), in which slow deterioration of kidney function or persistent kidney dysfunction is associated with an irreversible loss of kidney cells and nephrons, which can lead to chronic kidney disease (CKD). New biomarkers to identify injury before function loss await clinical implementation. AKI and AKD are a global concern. In low-income and middle-income countries, infections and hypovolaemic shock are the predominant causes of AKI. In high-income countries, AKI mostly occurs in elderly patients who are in hospital, and is related to sepsis, drugs or invasive procedures. Infection and trauma-related AKI and AKD are frequent in all regions. The large spectrum of AKI implies diverse pathophysiological mechanisms. AKI management in critical care settings is challenging, including appropriate volume control, nephrotoxic drug management, and the timing and type of kidney support. Fluid and electrolyte management are essential. As AKI can be lethal, kidney replacement therapy is frequently required. AKI has a poor prognosis in critically ill patients. Long-term consequences of AKI and AKD include CKD and cardiovascular morbidity. Thus, prevention and early detection of AKI are essential.
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Affiliation(s)
- John A Kellum
- Center for Critical Care Nephrology, Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - Paola Romagnani
- Nephrology and Dialysis Unit, Meyer Children's University Hospital, Florence, Italy
| | - Gloria Ashuntantang
- Faculty of Medicine and Biomedical Sciences, Yaounde General Hospital, University of Yaounde, Yaounde, Cameroon
| | - Claudio Ronco
- Department of Medicine, University of Padova, Padua, Italy.,Department of Nephrology, Dialysis and Kidney Transplant, International Renal Research Institute, San Bortolo Hospital, Vicenza, Italy
| | - Alexander Zarbock
- Department of Anaesthesiology, Intensive Care and Pain Medicine, University Hospital Münster, Münster, Germany
| | - Hans-Joachim Anders
- Division of Nephrology, Department of Medicine IV, LMU University Hospital, LMU Munich, Munich, Germany.
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6
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Chen JJ, Lee TH, Lee CC, Chang CH. Using lipocalin as a prognostic biomarker in acute kidney injury. Expert Rev Mol Diagn 2021; 21:455-464. [PMID: 33874823 DOI: 10.1080/14737159.2021.1917384] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Introduction: Human lipocalin-2, known as neutrophil gelatinase-associated lipocalin (NGAL), is a widely studied biomarker of acute kidney injury (AKI).Areas covered: NGAL can serve as a predictor of AKI, disease progression, and mortality and can help in differentiating between AKI etiologies. We conducted a systematic review in the PubMed and Medline databases involving the clinical application of NGAL in patients with AKI.Expert opinion: In this review, we explored the usefulness of NGAL for AKI or clinical outcome prediction. The use of urine or blood NGAL levels alone or in combination with a clinical prediction model may facilitate AKI prediction, severity prediction, AKI etiological differentiation, and mortality prediction. For AKI prediction, urine and plasma NGAL levels have an area under the curve (AUC) ranging from 0.71 to 0.90 and from 0.71 to 0.89, respectively, in different populations. The diagnostic performance of NGAL alone for renal replacement therapy or successful discontinuation prediction is suboptimal (AUC range: 0.65-0.81). Sepsis limits the application of NGAL as a clinical predictor, and the prediction performance of NGAL is affected by baseline renal function, timing of sample collection, and underlying comorbidities. The lack of internationally approved reference material also limits the usefulness of NGAL.
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Affiliation(s)
- Jia-Jin Chen
- Department of Nephrology, Chang Gung Memorial Hospital, Taipei, Taiwan
| | - Tao-Han Lee
- Department of Nephrology, Chang Gung Memorial Hospital, Taipei, Taiwan
| | - Cheng-Chia Lee
- Department of Nephrology, Chang Gung Memorial Hospital, Taipei, Taiwan.,Department of Nephrology, Kidney Research Center, Chang Gung Memorial Hospital, Taipei, Taiwan
| | - Chih-Hsiang Chang
- Department of Nephrology, Chang Gung Memorial Hospital, Taipei, Taiwan.,Department of Nephrology, Kidney Research Center, Chang Gung Memorial Hospital, Taipei, Taiwan
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7
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Gubina NV, Kupnovytska IH, Mishchuk VH, Markiv HD. Ghrelin Levels and Decreased Kidney Function in Patients with Early Stages of Chronic Kidney Disease Against the Background of Obesity. J Med Life 2020; 13:530-535. [PMID: 33456602 PMCID: PMC7803302 DOI: 10.25122/jml-2020-0152] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2020] [Accepted: 11/09/2020] [Indexed: 11/17/2022] Open
Abstract
The importance of kidney damage in obese patients is due to the increasing incidence of nephropathies associated with metabolic disorders, their predisposition to a progressive course of the disease, and the need to optimize early disease detection. The purpose of our work is to study the level of cystatin C, ghrelin, and their interrelation in patients with early stages (I-II) of chronic kidney disease (CKD) against the background of obesity. The indicators of daily microalbuminuria in patients of both groups were studied, and it was found that in patients with stage 2 CKD with obesity, it was 1.2 times higher than in patients with stage 1 CKD with obesity. Patients of the second group revealed a direct middle correlation between daily albuminuria and body mass index (BMI), which indicates deterioration in the functional state of the kidneys against the background of obesity. We obtained an increase in the serum concentration of cystatin C in stage 2 CKD with obesity, reflecting the state of glomerular filtration and the degree of renal function decrease. Correlation analysis showed a positive relation of cystatin C with increased urinary albumin excretion in both groups, plasma creatinine content, BMI, and age. Simultaneously with the increase in the level of cystatin C and the decrease in the glomerular filtration rate, there was an increase in ghrelin levels in stage 2 CKD and the progression of obesity, while such dependence was not seen in stage 1 CKD.
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Affiliation(s)
- Nataliia Vasylivna Gubina
- Department of Clinical Pharmacology and Pharmacotherapy, Ivano-Frankivsk National Medical University of Ministry of Health of Ukraine, Ivano-Frankivsk City, Ukraine
| | - Iryna Hryhorivna Kupnovytska
- Department of Clinical Pharmacology and Pharmacotherapy, Ivano-Frankivsk National Medical University of Ministry of Health of Ukraine, Ivano-Frankivsk City, Ukraine
| | - Vasyl Hryhorovych Mishchuk
- Department of Clinical Pharmacology and Pharmacotherapy, Ivano-Frankivsk National Medical University of Ministry of Health of Ukraine, Ivano-Frankivsk City, Ukraine
| | - Halyna Dmytrivna Markiv
- Communal Non-profit Enterprise “Central City Clinical Hospital” of Ivano-Frankivsk City Council, Ivano-Frankivsk City, Ukraine
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8
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Yang B, Xie Y, Garzotto F, Ankawi G, Passannante A, Brendolan A, Bonato R, Carta M, Giavarina D, Vidal E, Gregori D, Ronco C. Influence of patients’ clinical features at intensive care unit admission on performance of cell cycle arrest biomarkers in predicting acute kidney injury. ACTA ACUST UNITED AC 2020; 59:333-342. [DOI: 10.1515/cclm-2020-0670] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2020] [Accepted: 09/11/2020] [Indexed: 12/23/2022]
Abstract
Abstract
Objectives
Identification of acute kidney injury (AKI) can be challenging in patients with a variety of clinical features at intensive care unit (ICU) admission, and the capacity of biomarkers in this subpopulation has been poorly studied. In our study we examined the influence that patients’ clinical features at ICU admission have over the predicting ability of the combination of urinary tissue inhibitor of metalloproteinase-2 (TIMP2) and insulin-like growth factor binding protein 7 (IGFBP7).
Methods
Urinary [TIMP2]•[IGFBP7] were measured for all patients upon admission to ICU. We calculated the receiver operating characteristics (ROC) curves for AKI prediction in the overall cohort and for subgroups of patients according to etiology of ICU admission, which included: sepsis, trauma, neurological conditions, cardiovascular diseases, respiratory diseases, and non-classifiable causes.
Results
In the overall cohort of 719 patients, 239 (33.2%) developed AKI in the first seven days. [TIMP2]•[IGFBP7] at ICU admission were significantly higher in AKI patients than in non-AKI patients. This is true not only for the overall cohort but also in the other subgroups. The area under the ROC curve (AUC) for [TIMP2]•[IGFBP7] in predicting AKI in the first seven days was 0.633 (95% CI 0.588–0.678), for the overall cohort, with sensitivity and specificity of 66.1 and 51.9% respectively. When we considered patients with combined sepsis, trauma, and respiratory disease we found a higher AUC than patients without these conditions (0.711 vs. 0.575; p=0.002).
Conclusions
The accuracy of [TIMP2]•[IGFBP7] in predicting the risk of AKI in the first seven days after ICU admission has significant variability when the reason for ICU admission is considered.
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Affiliation(s)
- Bo Yang
- Department of Nephrology , First Teaching Hospital of Tianjin University of Traditional Chinese Medicine , Tianjin , PR China
- International Renal Research Institute of Vicenza , San Bortolo Hospital , Vicenza , Italy
| | - Yun Xie
- International Renal Research Institute of Vicenza , San Bortolo Hospital , Vicenza , Italy
- Department of Nephrology , Xin Hua Hospital Affiliated to Shanghai Jiaotong University School of Medicine , Shanghai , P.R. China
| | - Francesco Garzotto
- International Renal Research Institute of Vicenza , San Bortolo Hospital , Vicenza , Italy
- Biostatistics, Epidemiology and Public Health Unit, Department of Cardiac, Thoracic and Vascular Sciences , University of Padova , Padova , Italy
| | - Ghada Ankawi
- International Renal Research Institute of Vicenza , San Bortolo Hospital , Vicenza , Italy
- Department of Internal Medicine and Nephrology , King Abdulaziz University , Jeddah , Saudi Arabia
| | - Alberto Passannante
- International Renal Research Institute of Vicenza , San Bortolo Hospital , Vicenza , Italy
- Department of Anaesthesia and Intensive Care , University of Trieste , Trieste , Italy
| | - Alessandra Brendolan
- International Renal Research Institute of Vicenza , San Bortolo Hospital , Vicenza , Italy
- Department of Nephrology, Dialysis and Transplantation , San Bortolo Hospital , Vicenza , Italy
| | - Raffaele Bonato
- Department of Intensive Care , San Bortolo Hospital , Vicenza , Italy
| | - Mariarosa Carta
- Department of Laboratory Medicine , San Bortolo Hospital , Vicenza , Italy
| | - Davide Giavarina
- Department of Laboratory Medicine , San Bortolo Hospital , Vicenza , Italy
| | - Enrico Vidal
- Nephrology, Dialysis and Transplant Unit, Department of Woman’s and Child’s Health , University-Hospital of Padova , Padova , Italy
| | - Dario Gregori
- Biostatistics, Epidemiology and Public Health Unit, Department of Cardiac, Thoracic and Vascular Sciences , University of Padova , Padova , Italy
| | - Claudio Ronco
- International Renal Research Institute of Vicenza , San Bortolo Hospital , Vicenza , Italy
- Department of Nephrology, Dialysis and Transplantation , San Bortolo Hospital , Vicenza , Italy
- Department of Medicine , University of Padova , Padova , Italy
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Ferrari F, Scalzotto E, Esposito P, Samoni S, Mistrorigo F, Rizo Topete LM, De Cal M, Virzì GM, Corradi V, Torregrossa R, Valle R, Bianzina S, Aspromonte N, Floris M, Fontanelli A, Brendolan A, Ronco C. Neutrophil gelatinase-associated lipocalin does not predict acute kidney injury in heart failure. World J Clin Cases 2020; 8:1600-1607. [PMID: 32432138 PMCID: PMC7211536 DOI: 10.12998/wjcc.v8.i9.1600] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/15/2020] [Revised: 04/01/2020] [Accepted: 04/20/2020] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND Acute cardiorenal syndrome type 1 (CRS-1) is defined by a rapid cardiac dysfunction leading to acute kidney injury (AKI). Neutrophil gelatinase-associated lipocalin (NGAL) is expressed on the surface of human neutrophils and epithelial cells, such as renal tubule cells, and its serum (sNGAL) and urinary have been used to predict AKI in different clinical settings.
AIM To characterize CRS-1 in a cohort of patients with acute heart diseases, evaluating the potentiality of sNGAL as an early marker of CRS-1.
METHODS We performed a retrospective cohort, multi-centre study. From January 2010 to December 2011, we recruited 202 adult patients admitted to the coronary intensive care unit (CICU) with a diagnosis of acute heart failure or acute coronary syndrome. We monitored the renal function to evaluate CRS-1 development and measured sNGAL levels within 24 h and after 72 h of CICU admission.
RESULTS Overall, enrolled patients were hemodynamically stable with a mean arterial pressure of 92 (82-107) mmHg, 55/202 (27.2%) of the patients developed CRS-1, but none of them required dialysis. Neither the NGAL delta value (AUC 0.40, 95%CI: 0.25-0.55) nor the NGAL peak (AUC 0.45, 95%CI: 0.36-0.54) or NGAL cut-off (≥ 140 ng/mL) values were statistically significant between the two groups (CRS-1 vs no-CRS1 patients). The area under the ROC curve for the prediction of CRS-1 was 0.40 (95%CI: 0.25-0.55) for the delta NGAL value and 0.45 (95%CI: 0.36-0.54) for the NGAL peak value. Finally, in multivariate analysis, the risk of developing CRS-1 was correlated with age > 60 years, urea nitrogen at admission and 24 h-urine output (AUC 0.83, SE = 60.5% SP = 93%), while sNGAL was not significantly correlated.
CONCLUSION In our population, sNGAL does not predict CRS-1, probably as a consequence of the mild renal injury and the low severity of heart disease. So, these data might suggest that patient selection should be taken into account when considering the utility of NGAL measurement as a biomarker of kidney damage.
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Affiliation(s)
- Fiorenza Ferrari
- Department of Nephrology Dialysis & Transplantation, International Renal Research Institute Vicenza, St. Bortolo Hospital, Vicenza 36100, Italy
| | - Elisa Scalzotto
- Department of Nephrology Dialysis & Transplantation, International Renal Research Institute Vicenza, St. Bortolo Hospital, Vicenza 36100, Italy
| | - Pasquale Esposito
- Department of Internal Medicine, Nephrology, Dialysis and Transplantation Clinics, Genoa University and IRCCS Policlinico San Martino, Genova 16132, Italy
| | - Sara Samoni
- Department of Nephrology Dialysis & Transplantation, International Renal Research Institute Vicenza, St. Bortolo Hospital, Vicenza 36100, Italy
| | - Flavio Mistrorigo
- Department of Cardiology, Coronary Intensive Care Unit, St. Bortolo Hospital, Vicenza 36100, Italy
| | - Lilia Maria Rizo Topete
- Department of Nephrology Dialysis & Transplantation, International Renal Research Institute Vicenza, St. Bortolo Hospital, Vicenza 36100, Italy
| | - Massimo De Cal
- Department of Nephrology Dialysis & Transplantation, International Renal Research Institute Vicenza, St. Bortolo Hospital, Vicenza 36100, Italy
| | - Grazia Maria Virzì
- Department of Nephrology Dialysis & Transplantation, International Renal Research Institute Vicenza, St. Bortolo Hospital, Vicenza 36100, Italy
| | - Valentina Corradi
- Department of Nephrology Dialysis & Transplantation, International Renal Research Institute Vicenza, St. Bortolo Hospital, Vicenza 36100, Italy
| | - Rossella Torregrossa
- Department of Cardiology Coronary, Intensive Care Unit, Chioggia Hospital, Venezia 36100, Italy
| | - Roberto Valle
- Department of Cardiology Coronary, Intensive Care Unit, Chioggia Hospital, Venezia 36100, Italy
| | - Stefania Bianzina
- Neonatal and Pediatric Intensive Care Unit, G. Gaslini Institute, Genoa 16147, Italy
| | - Nadia Aspromonte
- Department of Cardiovascular and Thoracic Sciences, Catholic University of the Sacred Heart Agostino Gemelli Foundation, Rome 00168, Italy
| | - Matteo Floris
- Division of Nephrology and Dialysis, Azienda Ospedaliera G. Brotzu, Piazzale Ricchi n°1, Cagliari 09134, Italy
| | - Alessandro Fontanelli
- Department of Cardiology, Coronary Intensive Care Unit, St. Bortolo Hospital, Vicenza 36100, Italy
| | - Alessandra Brendolan
- Department of Nephrology Dialysis & Transplantation, International Renal Research Institute Vicenza, St. Bortolo Hospital, Vicenza 36100, Italy
| | - Claudio Ronco
- Department of Nephrology Dialysis & Transplantation, International Renal Research Institute Vicenza, St. Bortolo Hospital, Vicenza 36100, Italy
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Vanmassenhove J, Van Biesen W, Vanholder R, Lameire N. Subclinical AKI: ready for primetime in clinical practice? J Nephrol 2018; 32:9-16. [PMID: 30523562 DOI: 10.1007/s40620-018-00566-y] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2018] [Accepted: 12/03/2018] [Indexed: 12/12/2022]
Abstract
There has been considerable progress over the last decade in the standardization of the acute kidney injury (AKI) definition with the publication of the RIFLE, AKIN, KDIGO and ERBP classification criteria. However, these classification criteria still rely on imperfect parameters such as serum creatinine and urinary output. The use of timed urine collections, kinetic eGFR (estimated glomerular filtration rate), real time measurement of GFR and direct measures of tubular damage can theoretically aid in a more timely diagnosis of AKI and improve patients' outcome. There has been an extensive search for new biomarkers indicative of structural tubular damage but it remains controversial whether these new markers should be included in the current classification criteria. The use of these markers has also led to the creation of a new concept called subclinical AKI, a condition where there is an increase in biomarkers but without clinical AKI, defined as an increase in serum creatinine and/or a decrease in urinary output. In this review we provide a framework on how to critical appraise biomarker research and on how to position the concept of subclinical AKI. The evaluation of biomarker performance and the usefulness of the concept 'subclinical AKI' requires careful consideration of the context these biomarkers are used in (clinical versus research setting) and the goal we want to achieve (risk assessment versus prediction versus early diagnosis versus prognostication). It remains currently unknown whether an increase in biomarkers levels without functional repercussion is clinically relevant and whether including biomarkers in classification criteria will improve patients' outcome.
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Affiliation(s)
- Jill Vanmassenhove
- Renal Division, Ghent University Hospital, Corneel Heymanslaan 10, 9000, Ghent, Belgium
| | - Wim Van Biesen
- Renal Division, Ghent University Hospital, Corneel Heymanslaan 10, 9000, Ghent, Belgium
| | - Raymond Vanholder
- Renal Division, Ghent University Hospital, Corneel Heymanslaan 10, 9000, Ghent, Belgium
| | - Norbert Lameire
- Renal Division, Ghent University Hospital, Corneel Heymanslaan 10, 9000, Ghent, Belgium.
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11
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Park N, Kang E, Park M, Lee H, Kang HG, Yoon HJ, Kang U. Predicting acute kidney injury in cancer patients using heterogeneous and irregular data. PLoS One 2018; 13:e0199839. [PMID: 30024918 PMCID: PMC6053162 DOI: 10.1371/journal.pone.0199839] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2017] [Accepted: 06/14/2018] [Indexed: 12/22/2022] Open
Abstract
How can we predict the occurrence of acute kidney injury (AKI) in cancer patients based on machine learning with serum creatinine data? Given irregular and heterogeneous clinical data, how can we make the most of it for accurate AKI prediction? AKI is a common and significant complication in cancer patients, and correlates with substantial morbidity and mortality. Since no effective treatment for AKI still exists, it is important to take timely preventive measures. While several approaches have been proposed for predicting AKI, their scope and applicability are limited as they either assume regular data measured over a short hospital stay, or do not fully utilize heterogeneous data. In this paper, we provide an AKI prediction model with a greater applicability, which relaxes the constraints of existing approaches, and fully utilizes irregular and heterogeneous data for learning the model. In a cohort of 21,022 cancer patients who were registered into Korea Central Cancer Registry (KCCR) in Seoul National University Hospital between January 1, 2004 and December 31, 2013, our method achieves 0.7892 precision, 0.7506 recall, and 0.7576 F-measure in predicting whether a patient will develop AKI during the next 14 days.
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Affiliation(s)
- Namyong Park
- Department of Computer Science and Engineering, Seoul National University, Seoul, Republic of Korea
| | - Eunjeong Kang
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Minsu Park
- Department of Biomedical Engineering, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Hajeong Lee
- Internal Medicine, Seoul National University Hospital, Seoul, Republic of Korea
| | - Hee-Gyung Kang
- Pediatrics, Seoul National University Children’s Hospital, Seoul, Republic of Korea
| | - Hyung-Jin Yoon
- Department of Biomedical Engineering, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - U. Kang
- Department of Computer Science and Engineering, Seoul National University, Seoul, Republic of Korea
- * E-mail:
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12
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Serum and urine FGF23 and IGFBP-7 for the prediction of acute kidney injury in critically ill children. BMC Pediatr 2018; 18:192. [PMID: 29907141 PMCID: PMC6004091 DOI: 10.1186/s12887-018-1175-y] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/27/2017] [Accepted: 06/11/2018] [Indexed: 01/17/2023] Open
Abstract
Background Fibroblast growth factor 23 (FGF23) and insulin-like growth factor binding protein 7 (IGFBP-7) are suggested to be biomarkers for predicting acute kidney injury (AKI). We compared them with proposed AKI biomarker of cystatin C (CysC), and aimed (1) to examine whether concentrations of these biomarkers vary with age, body weight, illness severity assessed by pediatric risk of mortality III score, and kidney function assessed by estimated glomerular filtration rate (eGFR), (2) to determine the association between these biomarkers and AKI, and (3) to evaluate whether these biomarkers could serve as early independent predictors of AKI in critically ill children. Methods This prospective single center study included 144 critically ill patients admitted to the pediatric intensive care unit (PICU) regardless of diagnosis. Serum and spot urine samples were collected during the first 24 h after PICU admission. AKI was diagnosed based on the AKI network (AKIN) criteria. Results Twenty-one patients developed AKI within 120 h of sample collection, including 11 with severe AKI defined as AKIN stages 2 and 3. Serum FGF23 levels were independently associated with eGFR after adjustment in a multivariate linear analysis (P < 0.001). Urinary IGFBP-7 (Adjusted OR = 2.94 per 1000 ng/mg increase, P = 0.035), serum CysC (Adjusted OR = 5.28, P = 0.005), and urinary CysC (Adjusted OR = 1.13 per 1000 ng/mg increase, P = 0.022) remained significantly associated with severe AKI after adjustment for body weight and illness severity, respectively. Urinary IGFBP-7 level was predictive of severe AKI and achieved the AUC of 0.79 (P = 0.001), but was not better than serum (AUC = 0.89, P < 0.001) and urinary (AUC = 0.88, P < 0.001) CysC in predicting severe AKI. Conclusions Serum FGF23 levels were inversely related to measures of eGFR. In contrast to serum and urinary FGF23 which are not associated with AKI in a general and heterogeneous PICU population, an increased urinary IGFBP-7 level was independently associated with the increased risk of severe AKI diagnosed within the next 5 days after sampling, but not superior to serum or urinary CysC in predicting severe AKI in critically ill children.
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13
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Cerdá J, Mohan S, Garcia-Garcia G, Jha V, Samavedam S, Gowrishankar S, Bagga A, Chakravarthi R, Mehta R. Acute Kidney Injury Recognition in Low- and Middle-Income Countries. Kidney Int Rep 2017; 2:530-543. [PMID: 29034358 PMCID: PMC5637391 DOI: 10.1016/j.ekir.2017.04.009] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
Acute kidney injury (AKI) is increasingly common around the world. Because of the low availability of effective therapies and resource limitations, early preventive and therapeutic measures are essential to decrease morbidity, mortality, and cost. Timely recognition and diagnosis of AKI requires a heightened degree of suspicion in the appropriate clinical and environmental context. In low- and middle-income countries (LMICs), early detection is impaired by limited resources and low awareness. In this article, we report the consensus recommendations of the 18th Acute Dialysis Quality Initiative meeting in Hyderabad, India, on how to improve recognition of AKI. We expect these recommendations will lead to an earlier and more accurate diagnosis of AKI, and improved research to promote a better understanding of the epidemiology, etiology, and histopathology of AKI in LMICs.
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Affiliation(s)
- Jorge Cerdá
- Department of Medicine, Division of Nephrology, Albany Medical College, Albany, New York, USA
- Correspondence: Jorge Cerdá, MD, MS, FACP, FASN, Division of Nephrology, Department of Medicine, Albany Medical College, Albany, NY 12209.Division of NephrologyDepartment of MedicineAlbany Medical CollegeAlbanyNY 12209
| | - Sumit Mohan
- Department of Medicine, Columbia University College of Physicians and Surgeons, New York, New York, USA
| | - Guillermo Garcia-Garcia
- Nephrology Service, Hospital Civil de Guadalajara “Fray Antonio Alcalde,” Hospital 278, Guadalajara, Mexico
| | - Vivekanand Jha
- George Institute for Global Health India, New Delhi and University of Oxford, Oxford, UK
| | | | | | - Arvind Bagga
- Division of Nephrology, Department of Pediatrics, All India Institute of Medical Sciences, New Delhi, India
| | | | - Ravindra Mehta
- Division of Nephrology and Hypertension, Department of Medicine, University of California San Diego, San Diego, California, USA
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14
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Costa NA, Gut AL, Azevedo PS, Tanni SE, Cunha NB, Magalhães ES, Silva GB, Polegato BF, Zornoff LAM, de Paiva SAR, Balbi AL, Ponce D, Minicucci MF. Erythrocyte superoxide dismutase as a biomarker of septic acute kidney injury. Ann Intensive Care 2016; 6:95. [PMID: 27709557 PMCID: PMC5052240 DOI: 10.1186/s13613-016-0198-5] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2016] [Accepted: 09/29/2016] [Indexed: 12/29/2022] Open
Abstract
Background Oxidative stress is a key feature of sepsis and could be a common pathophysiological pathway between septic shock and acute kidney injury (AKI) Our objective was to evaluate the erythrocyte superoxide dismutase (SOD1) activity as predictor of AKI in patients with septic shock. Methods This is a prospective observational study that evaluated 175 consecutive patients over the age of 18 years with septic shock upon intensive care unit (ICU) admission. However, 43 patients were excluded (27 due to AKI at ICU admission). Thus, 132 patients were enrolled in the study. At the time of the patients’ enrollment, demographic information was recorded. Blood samples were taken within the first 24 h of the patient’s admission to determine the erythrocyte SOD1 activity. All patients were followed throughout the ICU stay, and the development of AKI was evaluated. In addition, we also evaluated 17 control subjects. Results The mean age of patients with septic shock was 63.2 ± 15.7 years, 53 % were male and the median ICU stay was 8 days (4–16). Approximately 50.7 % developed AKI during the ICU stay. The median erythrocyte SOD1 activity was 2.92 (2.19–3.92) U/mg Hb. When compared to control subjects, septic shock patients had a higher serum malondialdehyde concentration and lower erythrocyte SOD1 activity. In univariate analysis, erythrocyte SOD1 activity was lower in patients who developed AKI. The ROC curve analysis revealed that lower erythrocyte SOD1 activity was associated with AKI development (AUC 0.686; CI 95 % 0.595–0.777; p < 0.001) at the cutoff of <3.32 U/mg Hb. In the logistic regression models, SOD1 activity higher than 3.32 U/mg Hb was associated with protection of AKI development when adjusted by hemoglobin, phosphorus and APACHE II score (OR 0.309; CI 95 % 0.137–0.695; p = 0.005) and when adjusted by age, gender, chronic kidney disease, admission category (medical or surgery) and APACHE II score (OR 0.129; CI 95 % 0.033–0.508; p = 0.003). Conclusions In conclusion, our data suggest that erythrocyte SOD1 activity could play a role as an early marker of septic AKI and could be seen as a new research avenue in the field of biomarker in AKI. However, our study did not show a strong correlation between SOD activity and AKI. Nevertheless, these original data do warrant further research in order to confirm or not this hypothesis.
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Affiliation(s)
- Nara Aline Costa
- Department of Internal Medicine, Botucatu Medical School, UNESP - Univ Estadual Paulista, Rubião Júnior s/n, Botucatu, SP, CEP: 18618-970, Brazil
| | - Ana Lúcia Gut
- Department of Internal Medicine, Botucatu Medical School, UNESP - Univ Estadual Paulista, Rubião Júnior s/n, Botucatu, SP, CEP: 18618-970, Brazil
| | - Paula Schmidt Azevedo
- Department of Internal Medicine, Botucatu Medical School, UNESP - Univ Estadual Paulista, Rubião Júnior s/n, Botucatu, SP, CEP: 18618-970, Brazil
| | - Suzana Erico Tanni
- Department of Internal Medicine, Botucatu Medical School, UNESP - Univ Estadual Paulista, Rubião Júnior s/n, Botucatu, SP, CEP: 18618-970, Brazil
| | - Natália Baraldi Cunha
- Department of Internal Medicine, Botucatu Medical School, UNESP - Univ Estadual Paulista, Rubião Júnior s/n, Botucatu, SP, CEP: 18618-970, Brazil
| | - Eloá Siqueira Magalhães
- Department of Internal Medicine, Botucatu Medical School, UNESP - Univ Estadual Paulista, Rubião Júnior s/n, Botucatu, SP, CEP: 18618-970, Brazil
| | - Graziela Biude Silva
- Department of Food and Experimental Nutrition, Faculty of Pharmaceutical Science, University of São Paulo, São Paulo, SP, Brazil
| | - Bertha Furlan Polegato
- Department of Internal Medicine, Botucatu Medical School, UNESP - Univ Estadual Paulista, Rubião Júnior s/n, Botucatu, SP, CEP: 18618-970, Brazil
| | - Leonardo Antonio Mamede Zornoff
- Department of Internal Medicine, Botucatu Medical School, UNESP - Univ Estadual Paulista, Rubião Júnior s/n, Botucatu, SP, CEP: 18618-970, Brazil
| | - Sergio Alberto Rupp de Paiva
- Department of Internal Medicine, Botucatu Medical School, UNESP - Univ Estadual Paulista, Rubião Júnior s/n, Botucatu, SP, CEP: 18618-970, Brazil
| | - André Luís Balbi
- Department of Internal Medicine, Botucatu Medical School, UNESP - Univ Estadual Paulista, Rubião Júnior s/n, Botucatu, SP, CEP: 18618-970, Brazil
| | - Daniela Ponce
- Department of Internal Medicine, Botucatu Medical School, UNESP - Univ Estadual Paulista, Rubião Júnior s/n, Botucatu, SP, CEP: 18618-970, Brazil
| | - Marcos Ferreira Minicucci
- Department of Internal Medicine, Botucatu Medical School, UNESP - Univ Estadual Paulista, Rubião Júnior s/n, Botucatu, SP, CEP: 18618-970, Brazil.
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15
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Urinary Biomarkers KIM-1 and NGAL for Detection of Chronic Kidney Disease of Uncertain Etiology (CKDu) among Agricultural Communities in Sri Lanka. PLoS Negl Trop Dis 2016; 10:e0004979. [PMID: 27643785 PMCID: PMC5028052 DOI: 10.1371/journal.pntd.0004979] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2016] [Accepted: 08/15/2016] [Indexed: 12/19/2022] Open
Abstract
Chronic Kidney Disease of uncertain etiology (CKDu) is an emerging epidemic among farming communities in rural Sri Lanka. Victims do not exhibit common causative factors, however, histopathological studies revealed that CKDu is a tubulointerstitial disease. Urine albumin or albumin-creatinine ratio is still being used as a traditional diagnostic tool to identify CKDu, but accuracy and prevalence data generated are questionable. Urinary biomarkers have been used in similar nephropathy and are widely recognised for their sensitivity, specificity and accuracy in determining CKDu and early renal injury. However, these biomarkers have never been used in diagnosing CKDu in Sri Lanka. Male farmers (n = 1734) were recruited from 4 regions in Sri Lanka i.e. Matara and Nuwara Eliya (farming locations with no CKDu prevalence) and two CKDu emerging locations from Hambantota District in Southern Sri Lanka; Angunakolapelessa (EL1) and Bandagiriya (EL2). Albuminuria (ACR ≥ 30mg/g); serum creatinine based estimation of glomerular filtration rate (eGFR); creatinine normalized urinary kidney injury molecule (KIM-1) and neutrophil gelatinase-associated lipocalin (NGAL) were measured. Fourteen new CKDu cases (18%) from EL1 and nine CKDu cases (9%) from EL2 were recognized for the first time from EL1, EL2 locations, which were previously considered as non-endemic of the disease and associated with persistent albuminuria (ACR ≥ 30mg/g Cr). No CKDu cases were identified in non-endemic study locations in Matara (CM) and Nuwara Eliya (CN). Analysis of urinary biomarkers showed urinary KIM-1 and NGAL were significantly higher in new CKDu cases in EL1 and EL2. However, we also reported significantly higher KIM-1 and NGAL in apparently healthy farmers in EL 1 and EL 2 with comparison to both control groups. These observations may indicate possible early renal damage in absence of persistent albuminuria and potential capabilities of urinary KIM-1 and NGAL in early detection of renal injury among farming communities in Southern Sri Lanka.
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16
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Biomarcadores en la lesión renal aguda: ¿ paradigma o evidencia? Nefrologia 2016; 36:339-46. [DOI: 10.1016/j.nefro.2016.01.012] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2015] [Revised: 08/25/2015] [Accepted: 01/21/2016] [Indexed: 12/12/2022] Open
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Heung M, Ortega LM, Chawla LS, Wunderink RG, Self WH, Koyner JL, Shi J, Kellum JA. Common chronic conditions do not affect performance of cell cycle arrest biomarkers for risk stratification of acute kidney injury. Nephrol Dial Transplant 2016; 31:1633-40. [PMID: 27342582 PMCID: PMC5039344 DOI: 10.1093/ndt/gfw241] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2015] [Accepted: 05/12/2016] [Indexed: 12/11/2022] Open
Abstract
Background Identification of acute kidney injury (AKI) can be challenging in patients with underlying chronic disease, and biomarkers often perform poorly in this population. In this study we examined the performance characteristics of the novel biomarker panel of urinary tissue inhibitor of metalloproteinases-2 (TIMP2) and insulin-like growth factor-binding protein 7 ([IGFBP7]) in patients with a variety of comorbid conditions. Methods We analyzed data from two multicenter studies of critically ill patients in which [TIMP2]•[IGFBP7] was validated for prediction of Kidney Disease: Improving Global Outcomes (KDIGO) Stage 2 or 3 AKI within 12 h. We constructed receiver operating characteristic (ROC) curves for AKI prediction both overall and by comorbid conditions common among patients with AKI, including diabetes mellitus, congestive heart failure (CHF) and chronic kidney disease (CKD). Results In the overall cohort of 1131 patients, 139 (12.3%) developed KDIGO Stage 2 or 3 AKI. [TIMP2]•[IGFBP7] was significantly higher in AKI versus non-AKI patients, both overall and within each comorbidity subgroup. The AUC for [TIMP2]•[IGFBP7] in predicting AKI was 0.81 overall. Higher AUC was noted in patients with versus without CHF (0.89 versus 0.79; P = 0.026) and CKD (0.91 versus 0.80; P = 0.024). Conclusions We observed no significant impairment in the performance of cell cycle arrest biomarkers due to the presence of chronic comorbid conditions.
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Affiliation(s)
- Michael Heung
- Division of Nephrology, Department of Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Luis M Ortega
- Division of Nephrology and Hypertension, Department of Medicine, Allegheny General Hospital, Pittsburgh, PA, USA
| | - Lakhmir S Chawla
- Department of Anesthesia and Medicine, George Washington University, Washington, DC, USA
| | - Richard G Wunderink
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Wesley H Self
- Department of Emergency Medicine, Vanderbilt University, Nashville, TN, USA
| | - Jay L Koyner
- Section of Nephrology, Department of Medicine, University of Chicago, Chicago, IL, USA
| | - Jing Shi
- Walker Bioscience, Carlsbad, CA, USA
| | - John A Kellum
- Center for Critical Care Nephrology, Department of Critical Care Medicine, University of Pittsburgh School of Medicine and University of Pittsburgh Medical Center, Pittsburgh, PA, USA
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18
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Schley G, Köberle C, Manuilova E, Rutz S, Forster C, Weyand M, Formentini I, Kientsch-Engel R, Eckardt KU, Willam C. Comparison of Plasma and Urine Biomarker Performance in Acute Kidney Injury. PLoS One 2015; 10:e0145042. [PMID: 26669323 PMCID: PMC4682932 DOI: 10.1371/journal.pone.0145042] [Citation(s) in RCA: 62] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2015] [Accepted: 11/29/2015] [Indexed: 12/22/2022] Open
Abstract
Background New renal biomarkers measured in urine promise to increase specificity for risk stratification and early diagnosis of acute kidney injury (AKI) but concomitantly may be altered by urine concentration effects and chronic renal insufficiency. This study therefore directly compared the performance of AKI biomarkers in urine and plasma. Methods This single-center, prospective cohort study included 110 unselected adults undergoing cardiac surgery with cardiopulmonary bypass between 2009 and 2010. Plasma and/or urine concentrations of creatinine, cystatin C, neutrophil gelatinase-associated lipocalin (NGAL), liver fatty acid-binding protein (L-FABP), kidney injury molecule 1 (KIM1), and albumin as well as 15 additional biomarkers in plasma and urine were measured during the perioperative period. The primary outcome was AKI defined by AKIN serum creatinine criteria within 72 hours after surgery. Results Biomarkers in plasma showed markedly better discriminative performance for preoperative risk stratification and early postoperative (within 24h after surgery) detection of AKI than urine biomarkers. Discriminative power of urine biomarkers improved when concentrations were normalized to urinary creatinine, but urine biomarkers had still lower AUC values than plasma biomarkers. Best diagnostic performance 4h after surgery had plasma NGAL (AUC 0.83), cystatin C (0.76), MIG (0.74), and L-FAPB (0.73). Combinations of multiple biomarkers did not improve their diagnostic power. Preoperative clinical scoring systems (EuroSCORE and Cleveland Clinic Foundation Score) predicted the risk for AKI (AUC 0.76 and 0.71) and were not inferior to biomarkers. Preexisting chronic kidney disease limited the diagnostic performance of both plasma and urine biomarkers. Conclusions In our cohort plasma biomarkers had higher discriminative power for risk stratification and early diagnosis of AKI than urine biomarkers. For preoperative risk stratification of AKI clinical models showed similar discriminative performance to biomarkers. The discriminative performance of both plasma and urine biomarkers was reduced by preexisting chronic kidney disease.
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Affiliation(s)
- Gunnar Schley
- Department of Nephrology and Hypertension, Friedrich-Alexander-University Erlangen-Nürnberg, Erlangen, Germany
| | - Carmen Köberle
- Department of Nephrology and Hypertension, Friedrich-Alexander-University Erlangen-Nürnberg, Erlangen, Germany
| | | | - Sandra Rutz
- Biomarker Assessments, Roche Diagnostics GmbH, Penzberg, Germany
| | - Christian Forster
- Department of Nephrology and Hypertension, Friedrich-Alexander-University Erlangen-Nürnberg, Erlangen, Germany
| | - Michael Weyand
- Department of Cardiac Surgery, Friedrich-Alexander-University Erlangen-Nürnberg, Erlangen, Germany
| | - Ivan Formentini
- Biomarker & Experimental Medicine, F. Hoffmann-La Roche Ltd, Basel, Switzerland
| | | | - Kai-Uwe Eckardt
- Department of Nephrology and Hypertension, Friedrich-Alexander-University Erlangen-Nürnberg, Erlangen, Germany
| | - Carsten Willam
- Department of Nephrology and Hypertension, Friedrich-Alexander-University Erlangen-Nürnberg, Erlangen, Germany
- * E-mail:
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Abstract
Acute kidney injury (AKI) - an abrupt deterioration in renal function - causes a rise in serum creatinine (SCr) or fall in urine output. It is common, occurring in up to 20% of hospital admissions. Importantly, even small rises in SCr are associated with increased risk of death and longer hospital stays. A 2009 National Confidential Enquiry into Patient Outcome and Death report found that a proportion of AKI in secondary care was avoidable. In addition, management of established AKI was 'good' less than half the time. In practice, AKI represents a heterogeneous group of conditions, encompassing impairments in both kidney structure and function. Delivering disease-specific treatment early in the course of AKI may improve outcomes. The provision of best-practice care for all will rely on a better understanding of risk, and frameworks of care that can be applied across a diverse patient group.
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Affiliation(s)
| | - Chris Laing
- Department of Nephrology, Royal Free London NHS Foundation Trust, London, UK
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Ho J, Tangri N, Komenda P, Kaushal A, Sood M, Brar R, Gill K, Walker S, MacDonald K, Hiebert BM, Arora RC, Rigatto C. Urinary, Plasma, and Serum Biomarkers’ Utility for Predicting Acute Kidney Injury Associated With Cardiac Surgery in Adults: A Meta-analysis. Am J Kidney Dis 2015; 66:993-1005. [DOI: 10.1053/j.ajkd.2015.06.018] [Citation(s) in RCA: 160] [Impact Index Per Article: 17.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2014] [Accepted: 06/09/2015] [Indexed: 11/11/2022]
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Zacharias HU, Hochrein J, Vogl FC, Schley G, Mayer F, Jeleazcov C, Eckardt KU, Willam C, Oefner PJ, Gronwald W. Identification of Plasma Metabolites Prognostic of Acute Kidney Injury after Cardiac Surgery with Cardiopulmonary Bypass. J Proteome Res 2015; 14:2897-905. [DOI: 10.1021/acs.jproteome.5b00219] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Helena U. Zacharias
- Institute
of Functional Genomics, University of Regensburg, Josef-Engert-Str. 9, 93053 Regensburg, Germany
| | - Jochen Hochrein
- Institute
of Functional Genomics, University of Regensburg, Josef-Engert-Str. 9, 93053 Regensburg, Germany
| | - Franziska C. Vogl
- Institute
of Functional Genomics, University of Regensburg, Josef-Engert-Str. 9, 93053 Regensburg, Germany
| | - Gunnar Schley
- Department
of Nephrology and Hypertension, Friedrich-Alexander-University Erlangen-Nürnberg, Ulmenweg 18, 91054 Erlangen, Germany
| | - Friederike Mayer
- Department
of Anaesthesiology, Friedrich-Alexander-University Erlangen-Nürnberg, Krankenhausstr. 12, 91054 Erlangen, Germany
| | - Christian Jeleazcov
- Department
of Anaesthesiology, Friedrich-Alexander-University Erlangen-Nürnberg, Krankenhausstr. 12, 91054 Erlangen, Germany
| | - Kai-Uwe Eckardt
- Department
of Nephrology and Hypertension, Friedrich-Alexander-University Erlangen-Nürnberg, Ulmenweg 18, 91054 Erlangen, Germany
| | - Carsten Willam
- Department
of Nephrology and Hypertension, Friedrich-Alexander-University Erlangen-Nürnberg, Ulmenweg 18, 91054 Erlangen, Germany
| | - Peter J. Oefner
- Institute
of Functional Genomics, University of Regensburg, Josef-Engert-Str. 9, 93053 Regensburg, Germany
| | - Wolfram Gronwald
- Institute
of Functional Genomics, University of Regensburg, Josef-Engert-Str. 9, 93053 Regensburg, Germany
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22
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Fortalesa Melo JI, Chojniak R, Costa Silva DH, Oliveira Junior JC, Vieira Bitencourt AG, Holanda Silva D, Guimarães MD, Silva HCS, Dias DGT, Rodrigues WC, Brancucci EL, Cruz BMS, Schiavon BN, Argenton JLP, Camporini MA, Zocchio A. Use of cystatin C and serum creatinine for the diagnosis of contrast-induced nephropathy in patients undergoing contrast-enhanced computed tomography at an oncology centre. PLoS One 2015; 10:e0122877. [PMID: 25961558 PMCID: PMC4427358 DOI: 10.1371/journal.pone.0122877] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2014] [Accepted: 02/24/2015] [Indexed: 12/22/2022] Open
Abstract
OBJECTIVE Our aim was to assess renal function using as laboratory measurements serum creatinine and cystatin C concentrations before and after administration of low-osmolarity (nonionic) iodinated contrast medium in patients with cancer undergoing computed tomography (CT). METHODS This prospective study included 400 oncologic outpatients. Serum creatinine and cystatin C concentrations were measured before and 72 h after contrast administration. Glomerular filtration rates (GFRs) were estimated using serum creatinine-based [Modification of Diet in Renal Disease (MDRD) and Cockroft-Gault and cystatin C based (Larsson) equations. Exploratory data analysis was performed. The nonparametric Wilcoxon test was used to compare pre and post contrast of test results and estimated clearance. The confidence interval used in the analysis was 95%. RESULTS Compared with the pre-contrast values, the mean serum creatinine concentration was significantly higher and average GFRs estimated using MDRD and Cockcroft-Gault equations were significantly lower after the administration of contrast (p <0.001). It was also observed a significant increase after contrast in the concentration of Cystatin C (p = 0.015). In addition, a decrease in GFR estimated using the average Larsson (p = 0.021) was observed between time points. However, none of the patients presented clinically significant nephropathy. CONCLUSIONS Assessment using serum creatinine and cystatin C concentrations showed changes in renal function among patients with cancer undergoing contrast-enhanced CT examination in this study. No significant renal damage related to the use of low-osmolarity iodinated contrast medium of the type and dosage employed in this study was observed. This contrast medium is thus safe for use in patients with cancer.
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Affiliation(s)
| | - Rubens Chojniak
- Department of Imaging - AC Camargo Cancer Center, São Paulo-SP, Brazil
| | | | | | | | | | | | | | | | | | | | | | | | | | | | - Adriana Zocchio
- Department of Imaging - AC Camargo Cancer Center, São Paulo-SP, Brazil
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Lim CTS, Tan HK, Lau YK. The significance of tubular and glomerular proteinuria in critically ill patients with severe acute kidney injury. Pak J Med Sci 2015; 30:1186-90. [PMID: 25674105 PMCID: PMC4320697 DOI: 10.12669/pjms.306.5684] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2014] [Revised: 08/20/2014] [Accepted: 08/22/2014] [Indexed: 01/08/2023] Open
Abstract
OBJECTIVE Critically ill patients with acute kidney injury (AKI) frequently need acute renal replacement therapy (aRRT). We evaluated an inexpensive, rapid quantitative and qualitative analysis of proteinuria on the course of AKI patients requiring aRRT in intensive care. METHOD This was a prospective, observational study of critically ill patients with severe established AKI or Acute on Chronic Kidney Injury (AoCKI) requiring aRRT. Urine samples were analyzed using Sodium-Dodecyl-Sulphate-Polyacryamide Gel Electrophoresis (SDS-PAGE). RESULTS A total of 30 critically ill patients were studied. Those who died have higher APACHE II (29 ± 6 vs. 20 ± 5, p<0.001), multi-organ failure (0.7 ± 0.5 vs. 0.2 ± 0.4, p < 0.02) and Tubular/Glomerular ratio (114 ± 60 vs. 75± 37, p < 0.05).The renal non-recoverers have higher baseline creatinine (415 ± 328 vs. 125± 19 umol/l, p < 0.01), urinary Dipstick value (1.8±0.8 vs. 0.5±0, p <0.05) and Glomerular score (3.0 ± 1.8 vs. 0.6 ± 0.2, p < 0.02).Heavy tubular proteinuria also predicts a longer duration of interim dialysis support and mortality whereas glomerular proteinuria correlates with development of chronicity and End Stage Renal Disease (ESRD). CONCLUSIONS The dominant presence of tubular proteinuria is associated with poor survival in patients who have high APACHE II score and multi-organ failure. It also correlates with a longer duration of dialysis support in survivals. Renal Non-recoverers had heavy dominant presence of glomerular proteinuria. SDS-PAGE proteinuria analysis offers a reliable and inexpensive method to prognosticate proteinuria in this group of critically ill patients.
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Affiliation(s)
- Christopher Thiam Seong Lim
- Christopher Thiam Seong Lim, Department of Medicine, Faculty of Medicine and Health Sciences, University Putra Malaysia, Serdang, Malaysia
| | - Han Khim Tan
- Han Khim Tan, Department of Renal Medicine, Singapore General Hospital, Singapore
| | - Yeow Kok Lau
- Han Khim Tan, Department of Renal Medicine, Singapore General Hospital, Singapore
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Wetz AJ, Richardt EM, Wand S, Kunze N, Schotola H, Quintel M, Bräuer A, Moerer O. Quantification of urinary TIMP-2 and IGFBP-7: an adequate diagnostic test to predict acute kidney injury after cardiac surgery? CRITICAL CARE : THE OFFICIAL JOURNAL OF THE CRITICAL CARE FORUM 2015; 19:3. [PMID: 25560277 PMCID: PMC4310039 DOI: 10.1186/s13054-014-0717-4] [Citation(s) in RCA: 74] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/17/2014] [Accepted: 12/11/2014] [Indexed: 11/29/2022]
Abstract
Introduction Postoperative acute kidney injury (AKI) is a frequently observed complication after on-pump cardiac surgery (CS) and is associated with adverse patient outcomes. Early identification of patients at risk is essential for the prevention of AKI after CS. In this study, we analysed whether urinary tissue inhibitor of metalloproteinase 2 (TIMP-2) combined with urine insulin-like growth factor binding protein 7 (IGFBP-7) ([TIMP-2] × [IGFBP-7]) is an adequate diagnostic test to identify early AKI after on-pump CS. Methods In 42 patients undergoing coronary artery bypass graft surgery, we surveyed individual risk factors for AKI and defined AKI by applying the Kidney Disease: Improving Global Outcomes (KDIGO) classification during the day of surgery and the following 2 days after surgery. Concentrations of urinary TIMP-2 multiplied by IGFBP-7 were recorded at four time points: at baseline pre-surgery, at the end of surgery, 4 hours after cardiopulmonary bypass (CPB) and at 8:00 am on the first postoperative day. Results In total, 38% of the patients experienced AKI. The results showed a median baseline [TIMP-2] × [IGFBP-7] concentration of 0.3 (ng/ml)2/1,000, decreasing at the end of surgery and then increasing at the next measurement point 4 hours after CPB and further on the first postoperative day. On the first postoperative day, patients with AKI had significantly higher concentrations of [TIMP-2] × [IGFBP-7]. On the day of surgery, the concentration did not significantly differ between patients classified as KDIGO 0 or KDIGO 1 or 2. Previously published cutoff points of 0.3 and 2 were not confirmed in our study cohort. Conclusion [TIMP-2] × [IGFBP-7] concentration can be used as a diagnostic test to identify patients at increased risk of AKI after CS on the first postoperative day. At earlier time points, no significant difference in [TIMP-2] × [IGFBP-7] concentration was found between patients classified as KDIGO 0 or KDIGO 1 or 2. Trial registration German Clinical Trials Register (DRKS) DRKS00005457. Registered 26 November 2013.
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Affiliation(s)
- Anna J Wetz
- Department of Anaesthesiology, Emergency and Intensive Care Medicine, University of Goettingen, Robert-Koch-Strasse 40, 37075, Goettingen, Germany.
| | - Eva M Richardt
- Department of Anaesthesiology, Emergency and Intensive Care Medicine, University of Goettingen, Robert-Koch-Strasse 40, 37075, Goettingen, Germany.
| | - Saskia Wand
- Department of Anaesthesiology, Emergency and Intensive Care Medicine, University of Goettingen, Robert-Koch-Strasse 40, 37075, Goettingen, Germany.
| | - Nils Kunze
- Department of Anaesthesiology, Emergency and Intensive Care Medicine, University of Goettingen, Robert-Koch-Strasse 40, 37075, Goettingen, Germany.
| | - Hanna Schotola
- Department of Anaesthesiology, Emergency and Intensive Care Medicine, University of Goettingen, Robert-Koch-Strasse 40, 37075, Goettingen, Germany.
| | - Michael Quintel
- Department of Anaesthesiology, Emergency and Intensive Care Medicine, University of Goettingen, Robert-Koch-Strasse 40, 37075, Goettingen, Germany.
| | - Anselm Bräuer
- Department of Anaesthesiology, Emergency and Intensive Care Medicine, University of Goettingen, Robert-Koch-Strasse 40, 37075, Goettingen, Germany.
| | - Onnen Moerer
- Department of Anaesthesiology, Emergency and Intensive Care Medicine, University of Goettingen, Robert-Koch-Strasse 40, 37075, Goettingen, Germany.
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Biomarkers of renal function, which and when? Clin Chim Acta 2015; 438:350-7. [DOI: 10.1016/j.cca.2014.08.039] [Citation(s) in RCA: 200] [Impact Index Per Article: 22.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2014] [Revised: 08/27/2014] [Accepted: 08/29/2014] [Indexed: 12/11/2022]
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Alesawi A, Nadeau G, Bergeron A, Dujardin T, Lacombe L, Caumartin Y. Cystatin C for early detection of acute kidney injury after laparoscopic partial nephrectomy. Urol Ann 2014; 6:298-304. [PMID: 25371605 PMCID: PMC4216534 DOI: 10.4103/0974-7796.140988] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2013] [Accepted: 01/12/2014] [Indexed: 01/20/2023] Open
Abstract
Introduction and Objectives: Mortality due to AKI has not changed significantly over the past 50 years. This is due in part to failure to detect early AKI and to initiate appropriate therapeutic measures. There is therefore a need to identify biomarkers that would improve the early detection of AKI. The objective of this study was to assess whether cystatin C levels obtained at specific timepoints during laparoscopic partial nephrectomy (PN) could be early predictors of AKI. Materials and Methods: Twenty-five patients underwent laparoscopic PN for organ-confined tumors. All procedures were performed by two surgeons in a single institution. Plasma samples were collected preoperatively, and post-unclamping at 5, 20, 120 min and on the day following surgery. Plasma cystatin C was measured by enzyme-linked immunosorbent assay. Correlation between levels of cystatin C and other parameters of interest were assessed in order to define cystatin C ability to predict AKI and loss of renal function following laparoscopic PN. Results: The mean baseline eGFR was 93 ml/min/1.73 m2. Warm ischemia time varied between 16 and 44 min. Post-operative day 1 (POD1) cystatin C levels compared to baseline were increased in 13 (52%) of the patients. There was a high correlation between the difference of POD 1 and baseline value, and eGFR in the immediate postoperative period (r = −0.681; P = 0.0002) and at 12-month follow-up (r = −0.460, P = 0.048). However, the variation in cystatin C levels at earlier timepoints were not associated to AKI nor renal function. Conclusions: High increase in POD 1 cystatin C levels from baseline may help identify patients with AKI and those at higher risk of chronic kidney disease, following laparoscopic PN.
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Affiliation(s)
- Anwar Alesawi
- Department of Urology of Laval University, CHU de Québec - L'Hôtel-Dieu de Québec, Québec, Qc, Canada ; Laval University Cancer Research Centre, CHU de Québec - L'Hôtel-Dieu de Québec, Québec, Qc, Canada
| | - Geneviève Nadeau
- Department of Urology of Laval University, CHU de Québec - L'Hôtel-Dieu de Québec, Québec, Qc, Canada ; Laval University Cancer Research Centre, CHU de Québec - L'Hôtel-Dieu de Québec, Québec, Qc, Canada
| | - Alain Bergeron
- Laval University Cancer Research Centre, CHU de Québec - L'Hôtel-Dieu de Québec, Québec, Qc, Canada
| | - Thierry Dujardin
- Department of Urology of Laval University, CHU de Québec - L'Hôtel-Dieu de Québec, Québec, Qc, Canada
| | - Louis Lacombe
- Department of Urology of Laval University, CHU de Québec - L'Hôtel-Dieu de Québec, Québec, Qc, Canada ; Laval University Cancer Research Centre, CHU de Québec - L'Hôtel-Dieu de Québec, Québec, Qc, Canada
| | - Yves Caumartin
- Department of Urology of Laval University, CHU de Québec - L'Hôtel-Dieu de Québec, Québec, Qc, Canada ; Laval University Cancer Research Centre, CHU de Québec - L'Hôtel-Dieu de Québec, Québec, Qc, Canada
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The definition of acute kidney injury and its use in practice. Kidney Int 2014; 87:62-73. [PMID: 25317932 DOI: 10.1038/ki.2014.328] [Citation(s) in RCA: 445] [Impact Index Per Article: 44.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2013] [Revised: 02/24/2014] [Accepted: 02/27/2014] [Indexed: 01/04/2023]
Abstract
Acute kidney injury (AKI) is a common syndrome that is independently associated with increased mortality. A standardized definition is important to facilitate clinical care and research. The definition of AKI has evolved rapidly since 2004, with the introduction of the Risk, Injury, Failure, Loss, and End-stage renal disease (RIFLE), AKI Network (AKIN), and Kidney Disease Improving Global Outcomes (KDIGO) classifications. RIFLE was modified for pediatric use (pRIFLE). They were developed using both evidence and consensus. Small rises in serum creatinine are independently associated with increased mortality, and hence are incorporated into the current definition of AKI. The recent definition from the international KDIGO guideline merged RIFLE and AKIN. Systematic review has found that these definitions do not differ significantly in their performance. Health-care staff caring for children or adults should use standard criteria for AKI, such as the pRIFLE or KDIGO definitions, respectively. These efforts to standardize AKI definition are a substantial advance, although areas of uncertainty remain. The new definitions have enabled the use of electronic alerts to warn clinicians of possible AKI. Novel biomarkers may further refine the definition of AKI, but their use will need to produce tangible improvements in outcomes and cost effectiveness. Further developments in AKI definitions should be informed by research into their practical application across health-care providers. This review will discuss the definition of AKI and its use in practice for clinicians and laboratory scientists.
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Ronco C, Legrand M, Goldstein SL, Hur M, Tran N, Howell EC, Cantaluppi V, Cruz DN, Damman K, Bagshaw SM, Di Somma S, Lewington A. Neutrophil gelatinase-associated lipocalin: ready for routine clinical use? An international perspective. Blood Purif 2014; 37:271-85. [PMID: 25012891 DOI: 10.1159/000360689] [Citation(s) in RCA: 59] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Acute kidney injury (AKI) remains a challenge in terms of diagnosis and classification, its morbidity and mortality remaining high in the face of improving clinical protocols. Current clinical criteria use serum creatinine (sCr) and urine output to classify patients. Ongoing research has identified novel biomarkers that may improve the speed and accuracy of patient evaluation and prognostication, yet the route from basic science to clinical practice remains poorly paved. International evidence supporting the use of plasma neutrophil gelatinase-associated lipocalin (NGAL) as a valuable biomarker of AKI and chronic kidney disease (CKD) for a number of clinical scenarios was presented at the 31st International Vicenza Course on Critical Care Nephrology, and these data are detailed in this review. NGAL was shown to be highly useful alongside sCr, urinary output, and other biomarkers in assessing kidney injury; in patient stratification and continuous renal replacement therapy (CRRT) selection in paediatric AKI; in assessing kidney injury in conjunction with sCr in sepsis; in guiding resuscitation protocols in conjunction with brain natriuretic peptide in burn patients; as an early biomarker of delayed graft function and calcineurin inhibitor nephrotoxicity in kidney transplantation from extended criteria donors; as a biomarker of cardiovascular disease and heart failure, and in guiding CRRT selection in the intensive care unit and emergency department. While some applications require further clarification by way of larger randomised controlled trials, NGAL nevertheless demonstrates promise as an independent biological marker with the potential to improve earlier diagnosis and better assessment of risk groups in AKI and CKD. This is a critical element in formulating quick and accurate decisions for individual patients, both in acute scenarios and in long-term care, in order to improve patient prognostics and outcomes.
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Affiliation(s)
- Claudio Ronco
- Department of Nephrology, Dialysis and Transplantation, International Renal Research Institute, San Bortolo Hospital, Vicenza, Italy
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Postoperative neutrophil gelatinase-associated lipocalin predicts acute kidney injury after pediatric cardiac surgery*. Pediatr Crit Care Med 2014; 15:121-30. [PMID: 24366512 DOI: 10.1097/pcc.0000000000000034] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
OBJECTIVE We investigated the temporal pattern and predictive value of neutrophil gelatinase-associated lipocalin for early identification of acute kidney injury in children undergoing cardiac surgery. DESIGN Prospective observational cohort study. SETTING One PICU in a tertiary medical center in Madrid, Spain. PATIENTS One hundred six children older than 15 days and younger than 16 years undergoing surgery for congenital cardiac lesions. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS Urine samples were obtained before and at intervals after surgery. Acute kidney injury was defined according to pediatric Risk, Injury, Failure, Loss, and End-stage kidney disease criteria. The temporal pattern of both urine neutrophil gelatinase-associated lipocalin absolute concentration elevation and normalized to urine creatinine concentration was correlated with the development of acute kidney injury and other clinical outcomes. We evaluated the predictive ability of both urine neutrophil gelatinase-associated lipocalin and urine neutrophil gelatinase-associated lipocalin/creatinine by area under the curve, when added to a clinical predictive model. Data from 106 pediatric patients were analyzed. Acute kidney injury occurred in 42 patients (39.6%). Urine neutrophil gelatinase-associated lipocalin significantly increased in patients with acute kidney injury at 1, 3, and 15 hours postoperatively. Urine neutrophil gelatinase-associated lipocalin and urine neutrophil gelatinase-associated lipocalin/creatinine correlated with surgical variables and clinical outcomes. Acute kidney injury prediction improved when urine neutrophil gelatinase-associated lipocalin was added to a clinical model (area under the curve increased at 1 hr from 0.85 to 0.91 and at 3 hr to 0.92). Neither the urine neutrophil gelatinase-associated lipocalin nor the urine neutrophil gelatinase-associated lipocalin/creatinine values were significantly different between patients with prerenal and sustained acute kidney injury. CONCLUSIONS Urine neutrophil gelatinase-associated lipocalin is a predictive biomarker for acute kidney injury after pediatric cardiac surgery, and it may permit earlier intervention that improves outcome of acute kidney injury. Urine neutrophil gelatinase-associated lipocalin normalized to urine creatinine improves the prediction of acute kidney injury severity but offers no advantage in acute kidney injury diagnosis.
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Identification of IGFBP-7 by urinary proteomics as a novel prognostic marker in early acute kidney injury. Kidney Int 2013; 85:909-19. [PMID: 24067438 DOI: 10.1038/ki.2013.363] [Citation(s) in RCA: 87] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2012] [Revised: 07/31/2013] [Accepted: 08/01/2013] [Indexed: 11/08/2022]
Abstract
Early diagnosis of acute kidney injury (AKI) and accurate prognostic stratification is a prerequisite for optimal medical management. To identify novel prognostic markers of AKI, urine was collected on the first day of AKI in critically ill patients. Twelve patients with early recovery and 12 matching patients with late/non-recovery were selected and their proteome analyzed by gel electrophoresis and mass spectrometry. We identified eight prognostic candidates including α-1 microglobulin, α-1 antitrypsin, apolipoprotein D, calreticulin, cathepsin D, CD59, insulin-like growth factor-binding protein 7 (IGFBP-7), and neutrophil gelatinase-associated lipocalin (NGAL). Subsequent quantification by ELISA showed that IGFBP-7 was the most potent predictor of renal recovery. IGFBP-7 and NGAL were then chosen for further analyses in an independent verification group of 28 patients with and 12 control patients without AKI. IGFBP-7 and NGAL discriminated between early and late/non-recovery patients and patients with and without AKI. Significant upregulation of the urinary markers predicted mortality (IGFBP-7: AUC 0.68; NGAL: AUC 0.81), recovery (IGFBP-7: AUC 0.74; NGAL: AUC 0.70), and severity of AKI (IGFBP-7: AUC 0.77; NGAL: AUC 0.69), and were associated with the duration of AKI. IGFBP-7 was a more accurate predictor of renal outcome than NGAL. Thus, IGFBP-7 is a novel prognostic urinary marker that warrants further investigation.
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Tasanarong A, Duangchana S, Sumransurp S, Homvises B, Satdhabudha O. Prophylaxis with erythropoietin versus placebo reduces acute kidney injury and neutrophil gelatinase-associated lipocalin in patients undergoing cardiac surgery: a randomized, double-blind controlled trial. BMC Nephrol 2013; 14:136. [PMID: 23829828 PMCID: PMC3704968 DOI: 10.1186/1471-2369-14-136] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2012] [Accepted: 05/09/2013] [Indexed: 01/12/2023] Open
Abstract
BACKGROUND Cardiac surgery-associated acute kidney injury (CSA-AKI) is a common complication following coronary bypass graft (CABG) surgery. Multi-factorial causes of CSA-AKI involve oxidative stress and inflammation. Erythropoietin (EPO) has been shown from many studies to have a reno-protective effect. The present study was conducted to examine the role of EPO in preventing CSA-AKI. METHODS This prospective, randomized, double-blind, placebo-controlled trial was conducted in the Cardiovascular and Thoracic Unit. One hundred patients randomly received either 200 U/kg of rHuEPO (n = 50) or saline (n = 50) intravenously three days before operation, and rHuEPO 100 U/kg or saline at operation time. The serum creatinine (SCr), estimated glomerular filtration rate (eGFR) and urine neutrophil gelatinase-associated lipocaline (NGAL) were measured in order to evaluate renal injury following CABG. RESULTS The incidence of CSA-AKI was significantly lower in rHuEPO group (14%) when compared with the placebo group (38%; p < 0.01). The mean intensive care unit (ICU) and hospital stays of the rHuEPO group were significantly shorter than the placebo group (p < 0.01). Postoperative increases in SCr and decreases in eGFR were significantly lower in the rHuEPO group than the placebo group (p < 0.05). The mean urine NGAL in rHuEPO group was significantly lower than the placebo group at 3 hr, 6 hr, 12 hr and 18 hr after CABG (p < 0.05), respectively. CONCLUSIONS Prophylaxis administration with intravenous rHuEPO before cardiac surgery decreased the incidence of CSA-AKI and urine NGAL with reduced days in ICU and hospital in elective CABG patients. TRIAL REGISTRATION ClinicalTrials.gov: NCT01066351.
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Parekh DJ, Weinberg JM, Ercole B, Torkko KC, Hilton W, Bennett M, Devarajan P, Venkatachalam MA. Tolerance of the human kidney to isolated controlled ischemia. J Am Soc Nephrol 2013; 24:506-17. [PMID: 23411786 DOI: 10.1681/asn.2012080786] [Citation(s) in RCA: 148] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
Tolerance of the human kidney to ischemia is controversial. Here, we prospectively studied the renal response to clamp ischemia and reperfusion in humans, including changes in putative biomarkers of AKI. We performed renal biopsies before, during, and after surgically induced renal clamp ischemia in 40 patients undergoing partial nephrectomy. Ischemia duration was >30 minutes in 82.5% of patients. There was a mild, transient increase in serum creatinine, but serum cystatin C remained stable. Renal functional changes did not correlate with ischemia duration. Renal structural changes were much less severe than observed in animal models that used similar durations of ischemia. Other biomarkers were only mildly elevated and did not correlate with renal function or ischemia duration. In summary, these data suggest that human kidneys can safely tolerate 30-60 minutes of controlled clamp ischemia with only mild structural changes and no acute functional loss.
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Affiliation(s)
- Dipen J Parekh
- Department of Urology, University of Texas Health Science Center San Antonio, San Antonio, Texas, USA.
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Vanmassenhove J, Vanholder R, Nagler E, Van Biesen W. Urinary and serum biomarkers for the diagnosis of acute kidney injury: an in-depth review of the literature. Nephrol Dial Transplant 2012; 28:254-73. [PMID: 23115326 DOI: 10.1093/ndt/gfs380] [Citation(s) in RCA: 248] [Impact Index Per Article: 20.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Acute kidney injury (AKI) remains associated with high morbidity and mortality, despite progress in medical care. Although the RIFLE (Risk, Injury, Failure, Loss, End-Stage Kidney Disease) and AKIN (Acute Kidney Injury Network) criteria, based on serum creatinine and urine output, were a step forward in diagnosing AKI, a reliable tool to differentiate between true parenchymal and pre-renal azotaemia in clinical practice is still lacking. In the last decade, many papers on the use of new urinary and serum biomarkers for the diagnosis and prognostication of AKI have been published. Thus, the question arises which biomarker is a reliable differential diagnostic tool under which circumstances. METHODS We searched Medline from inception to April 2012 using medical subject heading and text words for AKI and biomarkers [neutrophil gelatinase-associated lipocalin (NGAL), kidney injury molecule-1 (KIM-1), Cystatin C, interleukin-6 (IL-6), interleukin-8 (IL-8), interleukin-18 (IL-18), N-acetyl-glucosaminidase (NAG), glutathione transferases (GST) and liver fatty acid binding protein (LFABP)] to identify relevant papers in five different settings (paediatrics, cardiac surgery, emergency department, critically ill and contrast-induced nephropathy). RESULTS We included 87 relevant papers, reporting on 74 studies. Depending upon the setting, 7-27 different definitions of AKI were used. Reported diagnostic performance of the different biomarkers was variable from poor to excellent, and no consistent generalizable conclusions can be drawn on their diagnostic value. CONCLUSIONS Early diagnosing of AKI in clinical conditions by using new serum and urinary biomarkers remains cumbersome, especially in those settings where timing and aetiology of AKI are not well defined. Putting too much emphasis on markers that have not convincingly proven reliability might lead to incorrect interpretation of clinical trials. Further research in this field is warranted before biomarkers can be introduced in clinical practice.
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Macedo E, Mehta RL. Biomarkers for acute kidney injury: combining the new silver with the old gold. Nephrol Dial Transplant 2012; 28:1064-7. [PMID: 23048171 DOI: 10.1093/ndt/gfs332] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Affiliation(s)
- Etienne Macedo
- Division of Nephrology, University of São Paulo, São Paulo, SP, Brazil
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Fliser D, Laville M, Covic A, Fouque D, Vanholder R, Juillard L, Van Biesen W. A European Renal Best Practice (ERBP) position statement on the Kidney Disease Improving Global Outcomes (KDIGO) clinical practice guidelines on acute kidney injury: part 1: definitions, conservative management and contrast-induced nephropathy. Nephrol Dial Transplant 2012; 27:4263-72. [PMID: 23045432 PMCID: PMC3520085 DOI: 10.1093/ndt/gfs375] [Citation(s) in RCA: 367] [Impact Index Per Article: 30.6] [Reference Citation Analysis] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Affiliation(s)
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- Department of Internal Medicine IV, Saarland University Medical Centre, Homburg/Saar, Germany
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Ostermann M, Philips BJ, Forni LG. Clinical review: Biomarkers of acute kidney injury: where are we now? CRITICAL CARE : THE OFFICIAL JOURNAL OF THE CRITICAL CARE FORUM 2012; 16:233. [PMID: 23014769 PMCID: PMC3682238 DOI: 10.1186/cc11380] [Citation(s) in RCA: 73] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
The recognition that acute kidney injury (AKI) is a significant independent risk factor for morbidity and mortality has resulted in a substantial number of publications over the past 5 years or more. In no small part these have, to a degree, highlighted the inadequacy of conventional markers of renal insufficiency in the acute setting. Much effort has been invested in the identification of early, specific AKI markers in order to aid early diagnosis of AKI and hopefully improve outcome. The search for a 'biomarker' of AKI has seen early promise replaced by a degree of pessimism due to the lack of a clear candidate molecule and variability of results. We outline the major studies described to date as well as discuss potential reasons for the discrepancies observed and suggest that evolution of the field may result in success with ultimately an improvement in patient outcomes.
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Van Biesen W, Van Massenhove J, Lameire N, Vanholder R. Does urinary neutrophil gelatinase-associated lipocalin really solve the issue of discriminating prerenal from intrinsic acute kidney injury? Kidney Int 2012; 81:321; author reply 321-2. [PMID: 22241560 DOI: 10.1038/ki.2011.382] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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de Geus HRH, Betjes MG, Bakker J. Biomarkers for the prediction of acute kidney injury: a narrative review on current status and future challenges. Clin Kidney J 2012; 5:102-108. [PMID: 22833807 PMCID: PMC3341843 DOI: 10.1093/ckj/sfs008] [Citation(s) in RCA: 128] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2011] [Accepted: 01/11/2012] [Indexed: 12/25/2022] Open
Abstract
Acute kidney injury (AKI) is strongly associated with increased morbidity and mortality in critically ill patients. Efforts to change its clinical course have failed because clinically available therapeutic measures are currently lacking, and early detection is impossible with serum creatinine (SCr). The demand for earlier markers has prompted the discovery of several candidates to serve this purpose. In this paper, we review available biomarker studies on the early predictive performance in developing AKI in adult critically ill patients. We make an effort to present the results from the perspective of possible clinical utility.
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Affiliation(s)
- Hilde R H de Geus
- Department of Intensive Care, Erasmus University Medical Center, Rotterdam, The Netherlands
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Breidthardt T, Socrates T, Drexler B, Noveanu M, Heinisch C, Arenja N, Klima T, Züsli C, Reichlin T, Potocki M, Twerenbold R, Steiger J, Mueller C. Plasma neutrophil gelatinase-associated lipocalin for the prediction of acute kidney injury in acute heart failure. CRITICAL CARE : THE OFFICIAL JOURNAL OF THE CRITICAL CARE FORUM 2012; 16:R2. [PMID: 22226205 PMCID: PMC3396227 DOI: 10.1186/cc10600] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/20/2011] [Revised: 10/17/2011] [Accepted: 01/07/2012] [Indexed: 12/21/2022]
Abstract
Introduction The accurate prediction of acute kidney injury (AKI) in patients with acute heart failure (AHF) is an unmet clinical need. Neutrophil gelatinase-associated lipocalin (NGAL) is a novel sensitive and specific marker of AKI. Methods A total of 207 consecutive patients presenting to the emergency department with AHF were enrolled. Plasma NGAL was measured in a blinded fashion at presentation and serially thereafter. The potential of plasma NGAL levels to predict AKI was assessed as the primary endpoint. We defined AKI according to the AKI Network classification. Results Overall 60 patients (29%) experienced AKI. These patients were more likely to suffer from pre-existing chronic cardiac or kidney disease. At presentation, creatinine (median 140 (interquartile range (IQR), 91 to 203) umol/L versus 97 (76 to 132) umol/L, P < 0.01) and NGAL (114.5 (IQR, 67.1 to 201.5) ng/ml versus 74.5 (60 to 113.9) ng/ml, P < 0.01) levels were significantly higher in AKI compared to non-AKI patients. The prognostic accuracy for measurements obtained at presentation, as quantified by the area under the receiver operating characteristic curve was mediocre and comparable for the two markers (creatinine 0.69; 95%CI 0.59 to 0.79 versus NGAL 0.67; 95%CI 0.57 to 0.77). Serial measurements of NGAL did not further increase the prognostic accuracy for AKI. Creatinine, but not NGAL, remained an independent predictor of AKI (hazard ratio (HR) 1.12; 95%CI 1.00 to 1.25; P = 0.04) in multivariable regression analysis. Conclusions Plasma NGAL levels do not adequately predict AKI in patients with AHF.
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Affiliation(s)
- Tobias Breidthardt
- Department of Internal Medicine, University Hospital Basel, Peterplatz 1, Basel, 4003, Switzerland.
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Patel NS, Collino M, Yaqoob MM, Thiemermann C. Erythropoietin in the intensive care unit: beyond treatment of anemia. Ann Intensive Care 2011; 1:40. [PMID: 21943500 PMCID: PMC3224459 DOI: 10.1186/2110-5820-1-40] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2011] [Accepted: 09/23/2011] [Indexed: 12/13/2022] Open
Abstract
Erythropoietin (EPO) is the major hormone stimulating the production and differentiation of red blood cells. EPO is used widely for treating anemia of critical illness or anemia induced by chemotherapy. EPO at pharmacological doses is used in this setting to raise hemoglobin levels (by preventing the apoptosis of erythroid progenitor cells) and is designed to reduce patient exposure to allogenic blood through transfusions. Stroke, heart failure, and acute kidney injury are a frequently encountered clinical problem. Unfortunately, in the intensive care unit advances in supportive interventions have done little to reduce the high mortality associated with these conditions. Tissue protection with EPO at high, nonpharmacological doses after injury has been found in the brain, heart, and kidney of several animal models. It is now well known that EPO has anti-apoptotic effects in cells other than erythroid progenitor cells, which is considered to be independent of EPOs erythropoietic activities. This review article summarizes what is known in preclinical models of critical illness and discusses why this does not correlate with randomized, controlled clinical trials.
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Affiliation(s)
- Nimesh Sa Patel
- Centre for Translational Medicine & Therapeutics, Queen Mary University of London, William Harvey Research Institute, Barts and The London, London, UK.
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