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Wetterstrand VJR, Schultz M, Kallemose T, Torre A, Larsen JJ, Friis-Hansen L, Brandi L. Plasma neutrophil gelatinase-associated lipocalin as a single test rule out biomarker for acute kidney injury: A cross-sectional study in patients admitted to the emergency department. PLoS One 2025; 20:e0316897. [PMID: 39792804 PMCID: PMC11723545 DOI: 10.1371/journal.pone.0316897] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2024] [Accepted: 12/17/2024] [Indexed: 01/12/2025] Open
Abstract
OBJECTIVES Acute kidney injury (AKI) is a syndrome with high mortality and morbidity in part due to delayed recognition based on changes in creatinine. A marker for AKI based on a single measurement is needed and therefore the performance of a single measurement of plasma neutrophil gelatinase-associated lipocalin (pNGAL) to predict AKI in patients admitted to the emergency department was tested. METHODS Samples from the Triage study which included 6005 consecutive adult patients admitted to the emergency department were tested for pNGAL. The optimal cutoff for pNGAL was determined by the AUC and compared to AKI based on creatinine using different estimations of the premorbid kidney function. RESULTS In 4833 patients, two or more plasma creatinine (pCr) measurements were available allowing the detection of AKI. The highest prevalence of AKI (10%) was found when defining AKI as an increase in pCr ≥26.5 μmol/L from the prior year's mean pCr. At these conditions the AUC for pNGAL to predict AKI was 85% giving an optimal cutoff of 142.5 ng/mL with a negative predictive value of 0.96, a positive predictive value of 0.35, a specificity of 0.87 and a sensitivity of 0.70. CONCLUSION The study illustrates that the value of a single measurement of pNGAL is primarily in excluding AKI whereas it`s poorer in predicting the presence of AKI. When diagnosing AKI with pCr the optimal baseline pCr level is the mean of available pCr (mb-pCr) measurements from up to a year prior to the current event.
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Affiliation(s)
| | - Martin Schultz
- Department of Geriatrics, Herlev University Hospital, Herlev, Denmark
- Institute of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Thomas Kallemose
- Department of Clinical Research, Copenhagen University Hospital Amager and Hvidovre, Hvidovre, Denmark
| | - André Torre
- Department of Clinical Research, Copenhagen University Hospital Amager and Hvidovre, Hvidovre, Denmark
| | | | - Lennart Friis-Hansen
- Institute of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
- Dept of Clinical Microbiology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Lisbet Brandi
- Institute of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
- Department of Endocrinology and Nephrology, North Zealand University Hospital, Denmark
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de Azevedo FB, Samaan F, Zanetta DMT, Yu L, Velasco IT, Burdmann EDA. Epidemiology of acute kidney injury in the clinical emergency: A prospective cohort study at a high-complexity public university hospital in São Paulo, Brazil. PLoS One 2024; 19:e0309949. [PMID: 39236044 PMCID: PMC11376543 DOI: 10.1371/journal.pone.0309949] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2024] [Accepted: 08/22/2024] [Indexed: 09/07/2024] Open
Abstract
INTRODUCTION Southern Hemisphere countries have been underrepresented in epidemiological studies on acute kidney injury (AKI). The objectives of this study were to determine the frequency, risk factors, and outcomes of AKI in adult hospitalized patients from the emergency department of a public high-complexity teaching hospital in the city of São Paulo, Brazil. METHODS Observational and prospective study. AKI was defined by the KDIGO guidelines (Kidney Disease: Improving Global Outcomes) using only serum creatinine. RESULTS Among the 731 patients studied (age: median 61 years, IQR 47-72 years; 55% male), 48% had hypertension and 28% had diabetes as comorbidities. The frequency of AKI was 52.1% (25.9% community-based AKI [C-AKI] and 26.3% hospital-acquired AKI [H-AKI]). Dehydration, hypotension, and edema were found in 29%, 15%, and 15% of participants, respectively, at hospital admission. The in-hospital and 12-month mortality rates of patients with vs. without AKI were 25.2% vs. 11.1% (p<0.001) and 36.7% vs. 12.9% (p<0.001), respectively. The independent risk factors for C-AKI were chronic kidney disease (CKD), chronic liver disease, age, and hospitalization for cardiovascular disease. Those for H-AKI were CKD, heart failure as comorbidities, hypotension, and edema at hospital admission. H-AKI was an independent risk factor for death in the hospital, but not at 12 months. C-AKI was not a risk factor for death. CONCLUSIONS AKI occurred in more than half of the admissions to the clinical emergency department of the hospital and was equally distributed between C-AKI and H-AKI. Many patients had correctable risk factors for AKI, such as dehydration and arterial hypotension (44%) at admission. The only independent risk factor for both C-AKI and H-AKI was CKD as comorbidity.
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Affiliation(s)
- Flávia Barros de Azevedo
- Division of Clinical Emergencies, Hospital University of São Paulo, São Paulo, São Paulo, Brazil
- Mobile Emergency Care Service, Porangatu, Goias, Brazil
| | - Farid Samaan
- Planning and Evaluation Group, São Paulo State Department of Health, São Paulo, São Paulo, Brazil
- Research Division, Dante Pazzanese Institute of Cardiology, São Paulo, São Paulo, Brazil
| | | | - Luis Yu
- Laboratório de Investigação Médica (LIM) 12, Serviço de Nefrologia, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
| | - Irineu Tadeu Velasco
- Division of Clinical Emergencies, Hospital University of São Paulo, São Paulo, São Paulo, Brazil
| | - Emmanuel de Almeida Burdmann
- Laboratório de Investigação Médica (LIM) 12, Serviço de Nefrologia, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
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Cheung TY, Lam K, Leung SC, Rainer TH. Clinical epidemiology and outcomes of emergency department-acute kidney injury: A systematic review. Heliyon 2024; 10:e30580. [PMID: 38756601 PMCID: PMC11096934 DOI: 10.1016/j.heliyon.2024.e30580] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Revised: 04/24/2024] [Accepted: 04/29/2024] [Indexed: 05/18/2024] Open
Abstract
Background Over half of all community-acquired acute kidney injury (CA-AKI) initially presented to emergency department (ED), but emergency department acute kidney injury (ED-AKI) is poorly characterised, poorly understood with no systematic review, often under-recognized and under-managed. Objective To review the incidence, risk factors, and outcomes of ED-AKI, and risk factors of post-ED-AKI mortality globally. Methods We included published prospective or retrospective observational studies, controlled trials, and systematic reviews reporting AKI in adult ED attendees within 24 h of ED admission. Iatrogenic causes of AKI from medical interventions were excluded. We used PubMed to identify articles from 1996 to August 14, 2021, and adopted the National Heart, Lung, and Blood Institute (NHLBI) Quality Assessment Tool for Observational Cohort and Cross-Sectional Studies to assess risk of bias. We used a Forest plot to present pooled ED-AKI incidence rates and I2 statistics. Other parameters were summarized narratively. Results Using 24 h from ED admission as the definition for ED-AKI we identified six articles from 2005 to 2018 in high-income settings and one article with a 48-h timeframe. The pooled incidence of ED-AKI was 20 per 1000 adult ED attendances. Risk factors for ED-AKI included increasing age, nursing home residence, previous hospital admission within 30 days, discharge diagnosis of diabetes, obstructive uropathy, sepsis, gastrointestinal medical conditions, high serum creatinine, bilirubin, C-reactive protein, white blood cell, alanine aminotransferase, low serum sodium or albumin on admission, poor premorbid renal function, antibiotic use, active malignancy, lung disease, hyperlipidaemia, and infection. Crude, all-cause 24-h mortality rate was 4.56 % and the one-year mortality rate was 35.04 %. Increasing age and comorbidities including cardiovascular disease and malignancy were associated with higher mortality rates. Conclusion The review reveals a paucity of relevant literature which calls for further research, increased vigilance, red flag identification, and standardized management protocols for ED-AKI.
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Affiliation(s)
- Tsz Yan Cheung
- Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong
| | - Kelvin Lam
- Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong
| | - Siu Chung Leung
- Department of Emergency Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong
| | - Timothy H. Rainer
- Department of Emergency Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong
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Ehmann MR, Mitchell J, Levin S, Smith A, Menez S, Hinson JS, Klein EY. Renal outcomes following intravenous contrast administration in patients with acute kidney injury: a multi-site retrospective propensity-adjusted analysis. Intensive Care Med 2023; 49:205-215. [PMID: 36715705 DOI: 10.1007/s00134-022-06966-w] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2022] [Accepted: 12/21/2022] [Indexed: 01/31/2023]
Abstract
PURPOSE Evidence of an association between intravenous contrast media (CM) and persistent renal dysfunction is lacking for patients with pre-existing acute kidney injury (AKI). This study was designed to determine the association between intravenous CM administration and persistent AKI in patients with pre-existing AKI. METHODS A retrospective propensity-weighted and entropy-balanced observational cohort analysis of consecutive hospitalized patients ≥ 18 years old meeting Kidney Disease Improving Global Outcomes (KDIGO) creatinine-based criteria for AKI at time of arrival to one of three emergency departments between 7/1/2017 and 6/30/2021 who did or did not receive intravenous CM. Outcomes included persistent AKI at hospital discharge and initiation of dialysis within 180 days of index encounter. RESULTS Our analysis included 14,449 patient encounters, with 12.8% admitted to the intensive care unit (ICU). CM was administered in 18.4% of all encounters. AKI resolved prior to hospital discharge for 69.1%. No association between intravenous CM administration and persistent AKI was observed after unadjusted multivariable logistic regression modeling (OR 1; 95% CI 0.89-1.11), propensity weighting (OR 0.93; 95% CI 0.83-1.05), and entropy balancing (OR 0.94; 95% CI 0.83-1.05). Sub-group analysis in those admitted to the ICU yielded similar results. Initiation of dialysis within 180 days was observed in 5.4% of the cohort. An association between CM administration and increased risk of dialysis within 180 days was not observed. CONCLUSION Among patients with pre-existing AKI, contrast administration was not associated with either persistent AKI at hospital discharge or initiation of dialysis within 180 days. Current consensus recommendations for use of intravenous CM in patients with stable renal disease may also be applied to patients with pre-existing AKI.
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Affiliation(s)
- Michael R Ehmann
- Department of Emergency Medicine, Johns Hopkins School of Medicine, 1830 E. Monument Street, Suite 6-100, Baltimore, MD, 21287, USA.
| | - Jonathon Mitchell
- Department of Emergency Medicine, Johns Hopkins School of Medicine, 1830 E. Monument Street, Suite 6-100, Baltimore, MD, 21287, USA
| | - Scott Levin
- Department of Emergency Medicine, Johns Hopkins School of Medicine, 1830 E. Monument Street, Suite 6-100, Baltimore, MD, 21287, USA
| | - Aria Smith
- Department of Emergency Medicine, Johns Hopkins School of Medicine, 1830 E. Monument Street, Suite 6-100, Baltimore, MD, 21287, USA
| | - Steven Menez
- Division of Nephrology, Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Jeremiah S Hinson
- Department of Emergency Medicine, Johns Hopkins School of Medicine, 1830 E. Monument Street, Suite 6-100, Baltimore, MD, 21287, USA
| | - Eili Y Klein
- Department of Emergency Medicine, Johns Hopkins School of Medicine, 1830 E. Monument Street, Suite 6-100, Baltimore, MD, 21287, USA
- Center for Disease Dynamics, Economics & Policy, Washington, DC, USA
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Recent Advances in the Development of Noble Metal NPs for Cancer Therapy. Bioinorg Chem Appl 2022; 2022:2444516. [PMID: 35126483 PMCID: PMC8816609 DOI: 10.1155/2022/2444516] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2021] [Accepted: 01/08/2022] [Indexed: 12/14/2022] Open
Abstract
With the development of nanotechnology, noble metal nanoparticles are widely used in the treatment of cancer due to their unique optical properties, excellent biocompatibility, surface effects, and small size effects. In recent years, researchers have designed and synthesized a large number of nanomedicines that can be used for cancer treatment based on the morphology, physical and chemical properties, mechanism of action, and toxicological studies of noble metal nanoparticles. Furthermore, the integration of diagnosis and treatment, hyperthermia, cytotoxicity research, and drug delivery system based on the study of noble metal nanoparticles can be used as effective means for cancer treatment. This article focuses on the analysis of noble metal nanoparticles that are widely used in the treatment of cancer, such as gold nanoparticles, silver nanoparticles, platinum nanoparticles, and palladium nanoparticles. The various methods and mechanisms of action of noble metal nanoparticles in the treatment of cancer are objectively summarized in detail. Based on the research on the therapeutic safety and toxicity of noble metal nanoparticles, the development prospect of noble metal nanoparticles in the future clinical application is prospected.
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Markarian T. Nouvelles approches diagnostiques de l’insuffisance rénale aiguë. ANNALES FRANCAISES DE MEDECINE D URGENCE 2022. [DOI: 10.3166/afmu-2022-0438] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
L’insuffisance rénale, véritable problème de santé publique, concernerait plus de 82 000 personnes en France. On estime que 5 à 10 % de la population française souffriraient d’une maladie rénale pouvant conduire à une insuffisance rénale avec un taux de mortalité de plus de 10 % par an. À l’inverse de la maladie rénale chronique irréversible, l’insuffisance rénale aiguë est considérée comme un dysfonctionnement transitoire et réversible. Au-delà de l’intérêt de la prévention, le diagnostic précoce de l’insuffisance rénale aiguë permettrait de mettre en place des thérapeutiques adaptées et ciblées afin d’éviter l’évolution vers des lésions rénales irréversibles. Cependant, il demeure un véritable challenge pour le praticien puisque l’on présume que près de 10 % de la population française présenteraient des lésions rénales asymptomatiques. Bien que la définition de l’insuffisance rénale aiguë ait été simplifiée durant ces dernières années, il existe de nombreuses limites. En parallèle, des progrès majeurs ont été réalisés notamment en termes de diagnostic. L’objectif de cette mise au point est de faire un rappel sur l’évolution de l’insuffisance rénale aiguë, les définitions actuelles et de présenter les nouvelles approches diagnostiques en cours de développement.
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Niemantsverdriet MSA, Pieters TT, Hoefer IE, Verhaar MC, Joles JA, van Solinge WW, Tiel Groenestege WM, Haitjema S, Rookmaaker MB. GFR estimation is complicated by a high incidence of non-steady-state serum creatinine concentrations at the emergency department. PLoS One 2021; 16:e0261977. [PMID: 34965267 PMCID: PMC8716053 DOI: 10.1371/journal.pone.0261977] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2021] [Accepted: 12/14/2021] [Indexed: 11/29/2022] Open
Abstract
Background Acquiring a reliable estimate of glomerular filtration rate (eGFR) at the emergency department (ED) is important for clinical management and for dosing renally excreted drugs. However, renal function formulas such as CKD-EPI can give biased results when serum creatinine (SCr) is not in steady-state because the assumption that urinary creatinine excretion is constant is then invalid. We assessed the extent of this by analysing variability in SCr in patients who visited the ED of a tertiary care centre. Methods Data from ED visits at the University Medical Centre Utrecht, the Netherlands between 2012 and 2019 were extracted from the Utrecht Patient Oriented Database. Three measurement time points were defined for each visit: last SCr measurement before visit as baseline (SCr-BL), first measurement during visit (SCr-ED) and a subsequent measurement between 6 and 24 hours during admission (SCr-H1). Non-steady-state SCr was defined as exceeding the Reference Change Value (RCV), with 15% decrease or 18% increase between successive SCr measurements. Exceeding the RCV was deemed as a significant change. Results Of visits where SCr-BL and SCr-ED were measured (N = 47,540), 28.0% showed significant change in SCr. Of 17,928 visits admitted to the hospital with a SCr-H1 after SCr-ED, 27,7% showed significant change. More than half (55%) of the patients with SCr values available at all three timepoints (11,054) showed at least one significant change in SCr over time. Conclusion One third of ED visits preceded and/or followed by creatinine measurement show non-stable serum creatinine concentration. At the ED automatically calculated eGFR should therefore be interpreted with great caution when assessing kidney function.
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Affiliation(s)
- M S A Niemantsverdriet
- Central Diagnostic Laboratory, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands.,SkylineDx, Rotterdam, The Netherlands
| | - T T Pieters
- Department of Nephrology and Hypertension, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - I E Hoefer
- Central Diagnostic Laboratory, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - M C Verhaar
- Department of Nephrology and Hypertension, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - J A Joles
- Department of Nephrology and Hypertension, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - W W van Solinge
- Central Diagnostic Laboratory, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - W M Tiel Groenestege
- Central Diagnostic Laboratory, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - S Haitjema
- Central Diagnostic Laboratory, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - M B Rookmaaker
- Department of Nephrology and Hypertension, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
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The incidence, mortality and renal outcomes of acute kidney injury in patients with suspected infection at the emergency department. PLoS One 2021; 16:e0260942. [PMID: 34879093 PMCID: PMC8654152 DOI: 10.1371/journal.pone.0260942] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2021] [Accepted: 11/19/2021] [Indexed: 12/29/2022] Open
Abstract
Background Acute kidney injury (AKI) is a major health problem associated with considerable mortality and morbidity. Studies on clinical outcomes and mortality of AKI in the emergency department are scarce. The aim of this study is to assess incidence, mortality and renal outcomes after AKI in patients with suspected infection at the emergency department. Methods We used data from the SPACE-cohort (SePsis in the ACutely ill patients in the Emergency department), which included consecutive patients that presented to the emergency department of the internal medicine with suspected infection. Hazard ratios (HR) were assessed using Cox regression to investigate the association between AKI, 30-days mortality and renal function decline up to 1 year after AKI. Survival in patients with and without AKI was assessed using Kaplan-Meier analyses. Results Of the 3105 patients in the SPACE-cohort, we included 1716 patients who fulfilled the inclusion criteria. Of these patients, 10.8% had an AKI episode. Mortality was 12.4% for the AKI group and 4.2% for the non-AKI patients. The adjusted HR for all-cause mortality at 30-days in AKI patients was 2.8 (95% CI 1.7–4.8). Moreover, the cumulative incidence of renal function decline was 69.8% for AKI patients and 39.3% for non-AKI patients. Patients with an episode of AKI had higher risk of developing renal function decline (adjusted HR 3.3, 95% CI 2.4–4.5) at one year after initial AKI-episode at the emergency department. Conclusion Acute kidney injury is common in patients with suspected infection in the emergency department and is significantly associated with 30-days mortality and renal function decline one year after AKI.
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Estimated glomerular filtration rate may be an independent predictor for clinical outcomes regardless of acute kidney injury complication in the emergency department. PLoS One 2021; 16:e0258665. [PMID: 34648576 PMCID: PMC8516290 DOI: 10.1371/journal.pone.0258665] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2021] [Accepted: 10/04/2021] [Indexed: 11/20/2022] Open
Abstract
Study objective Acute kidney injury (AKI), chronic kidney disease (CKD), and decreased estimated glomerular filtration rate (eGFR) are all associated with poor clinical outcomes among emergency department (ED) patients. This study aimed to evaluate the effect of different types of renal dysfunction and the degree of eGFR reduction on the clinical outcomes in a real-world ED setting. Methods Adult patients with an eGFR lower than 60 mL/min/1.73m2 in our ED, from October 1, 2016, to December 31, 2016, were enrolled in this retrospective observational study. Besides AKI and CKD, patients with unknown baseline renal function before an ED visit were categorized in the undetermined renal dysfunction (URD) category. Results Among 1495 patients who had eGFR evaluation at ED, this study finally enrolled 441 patients; 22 patients (5.0%) had AKI only, 32 (7.3%) had AKI on CKD, 196 (44.4%) had CKD only, 27 (6.1%) had subclinical kidney injury (those who met neither criteria for AKI nor CKD), and 164 (37.2%) had URD. There was a significant association between eGFR and critical illness defined as the composite outcome of death or intensive care unit (ICU) need, hospitalization, ICU need, death, and renal replacement therapy need (odds ratio [95% confidence interval]: 1.72 [1.45–2.05], 1.36 [1.16–1.59], 1.66 [1.39–2.00], 1.73 [1.32–2.28], and 2.71 [1.73–4.24] for every 10 mL/min/1.73m2 of reduction, respectively). Multivariate logistic regression analysis showed eGFR was an independent predictor of critical illness composite outcome (death or ICU need), hospitalization, and ICU need even after adjustment with AKI or URD. Conclusions Estimated GFR may be a sufficient predictor of clinical outcomes of ED patients regardless of AKI complication. Considerable ED patients were determined as URD, which might have a significant impact on the ED statistics regarding renal dysfunction.
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Walls AB, Bengaard AK, Iversen E, Nguyen CN, Kallemose T, Juul-Larsen HG, Jawad BN, Hornum M, Andersen O, Eugen-Olsen J, Houlind MB. Utility of suPAR and NGAL for AKI Risk Stratification and Early Optimization of Renal Risk Medications among Older Patients in the Emergency Department. Pharmaceuticals (Basel) 2021; 14:843. [PMID: 34577543 PMCID: PMC8471084 DOI: 10.3390/ph14090843] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2021] [Revised: 08/23/2021] [Accepted: 08/24/2021] [Indexed: 12/29/2022] Open
Abstract
Diagnosis of acute kidney injury (AKI) based on plasma creatinine often lags behind actual changes in renal function. Here, we investigated early detection of AKI using the plasma soluble urokinase plasminogen activator receptor (suPAR) and neutrophil gelatinase-sssociated lipocalin (NGAL) and observed the impact of early detection on prescribing recommendations for renally-eliminated medications. This study is a secondary analysis of data from the DISABLMENT cohort on acutely admitted older (≥65 years) medical patients (n = 339). Presence of AKI according to kidney disease: improving global outcomes (KDIGO) criteria was identified from inclusion to 48 h after inclusion. Discriminatory power of suPAR and NGAL was determined by receiver-operating characteristic (ROC). Selected medications that are contraindicated in AKI were identified in Renbase®. A total of 33 (9.7%) patients developed AKI. Discriminatory power for suPAR and NGAL was 0.69 and 0.78, respectively, at a cutoff of 4.26 ng/mL and 139.5 ng/mL, respectively. The interaction of suPAR and NGAL yielded a discriminatory power of 0.80, which was significantly higher than for suPAR alone (p = 0.0059). Among patients with AKI, 22 (60.6%) used at least one medication that should be avoided in AKI. Overall, suPAR and NGAL levels were independently associated with incident AKI and their combination yielded excellent discriminatory power for risk determination of AKI.
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Affiliation(s)
- Anne Byriel Walls
- Department of Drug Design and Pharmacology, University of Copenhagen, 2100 Copenhagen, Denmark; (A.B.W.); (A.K.B.); (C.N.N.)
- The Capital Region Pharmacy, 2730 Herlev, Denmark
| | - Anne Kathrine Bengaard
- Department of Drug Design and Pharmacology, University of Copenhagen, 2100 Copenhagen, Denmark; (A.B.W.); (A.K.B.); (C.N.N.)
- Department of Clinical Research, Copenhagen University Hospital—Amager and Hvidovre, 2650 Copenhagen, Denmark; (E.I.); (T.K.); (H.G.J.-L.); (B.N.J.); (O.A.); (J.E.-O.)
- Department of Clinical Medicine, University of Copenhagen, 2200 Copenhagen, Denmark;
| | - Esben Iversen
- Department of Clinical Research, Copenhagen University Hospital—Amager and Hvidovre, 2650 Copenhagen, Denmark; (E.I.); (T.K.); (H.G.J.-L.); (B.N.J.); (O.A.); (J.E.-O.)
| | - Camilla Ngoc Nguyen
- Department of Drug Design and Pharmacology, University of Copenhagen, 2100 Copenhagen, Denmark; (A.B.W.); (A.K.B.); (C.N.N.)
- The Capital Region Pharmacy, 2730 Herlev, Denmark
- Department of Clinical Research, Copenhagen University Hospital—Amager and Hvidovre, 2650 Copenhagen, Denmark; (E.I.); (T.K.); (H.G.J.-L.); (B.N.J.); (O.A.); (J.E.-O.)
| | - Thomas Kallemose
- Department of Clinical Research, Copenhagen University Hospital—Amager and Hvidovre, 2650 Copenhagen, Denmark; (E.I.); (T.K.); (H.G.J.-L.); (B.N.J.); (O.A.); (J.E.-O.)
| | - Helle Gybel Juul-Larsen
- Department of Clinical Research, Copenhagen University Hospital—Amager and Hvidovre, 2650 Copenhagen, Denmark; (E.I.); (T.K.); (H.G.J.-L.); (B.N.J.); (O.A.); (J.E.-O.)
| | - Baker Nawfal Jawad
- Department of Clinical Research, Copenhagen University Hospital—Amager and Hvidovre, 2650 Copenhagen, Denmark; (E.I.); (T.K.); (H.G.J.-L.); (B.N.J.); (O.A.); (J.E.-O.)
- Department of Clinical Medicine, University of Copenhagen, 2200 Copenhagen, Denmark;
- Emergency Department, Copenhagen University Hospital—Amager and Hvidovre, 2650 Hvidovre, Denmark
| | - Mads Hornum
- Department of Clinical Medicine, University of Copenhagen, 2200 Copenhagen, Denmark;
- Department of Nephrology, Copenhagen University Hospital—Rigshospitalet, 2100 Copenhagen, Denmark
| | - Ove Andersen
- Department of Clinical Research, Copenhagen University Hospital—Amager and Hvidovre, 2650 Copenhagen, Denmark; (E.I.); (T.K.); (H.G.J.-L.); (B.N.J.); (O.A.); (J.E.-O.)
- Department of Clinical Medicine, University of Copenhagen, 2200 Copenhagen, Denmark;
- Emergency Department, Copenhagen University Hospital—Amager and Hvidovre, 2650 Hvidovre, Denmark
| | - Jesper Eugen-Olsen
- Department of Clinical Research, Copenhagen University Hospital—Amager and Hvidovre, 2650 Copenhagen, Denmark; (E.I.); (T.K.); (H.G.J.-L.); (B.N.J.); (O.A.); (J.E.-O.)
| | - Morten Baltzer Houlind
- Department of Drug Design and Pharmacology, University of Copenhagen, 2100 Copenhagen, Denmark; (A.B.W.); (A.K.B.); (C.N.N.)
- The Capital Region Pharmacy, 2730 Herlev, Denmark
- Department of Clinical Research, Copenhagen University Hospital—Amager and Hvidovre, 2650 Copenhagen, Denmark; (E.I.); (T.K.); (H.G.J.-L.); (B.N.J.); (O.A.); (J.E.-O.)
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Derivation of a prediction model for emergency department acute kidney injury. Am J Emerg Med 2020; 40:64-69. [PMID: 33348226 DOI: 10.1016/j.ajem.2020.12.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2020] [Revised: 12/08/2020] [Accepted: 12/09/2020] [Indexed: 11/21/2022] Open
Abstract
BACKGROUND AND OBJECTIVE Quality management of Acute Kidney Injury (AKI) is dependent on early detection, which is currently deemed to be suboptimal. The aim of this study was to identify combinations of variables associated with AKI and to derive a prediction tool for detecting patients attending the emergency department (ED) or hospital with AKI (ED-AKI). DESIGN, SETTING, PARTICIPANTS AND MEASUREMENTS This retrospective observational study was conducted in the ED of a tertiary university hospital in Wales. Between April and August 2016 20,421 adult patients attended the ED of a University Hospital in Wales and had a serum creatinine measurement. Using an electronic AKI reporting system, 548 incident adult ED-AKI patients were identified and compared to a randomly selected cohort of adult non-AKI ED patients (n = 571). A prediction model for AKI was derived and subsequently internally validated using bootstrapping. The primary outcome measure was the number of patients with ED-AKI. RESULTS In 1119 subjects, 27 variables were evaluated. Four ED-AKI models were generated with C-statistics ranging from 0.800 to 0.765. The simplest and most practical multivariate model (model 3) included eight variables that could all be assessed at ED arrival. A 31-point score was derived where 0 is minimal risk of ED-AKI. The model discrimination was adequate (C-statistic 0.793) and calibration was good (Hosmer & Lomeshow test 27.4). ED-AKI could be ruled out with a score of <2.5 (sensitivity 95%). Internal validation using bootstrapping yielded an optimal Youden index of 0.49 with sensitivity of 80% and specificity of 68%. CONCLUSION A risk-stratification model for ED-AKI has been derived and internally validated. The discrimination of this model is objective and adequate. It requires refinement and external validation in more generalisable settings.
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