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Santeri S, Peter AA, Kristiina N, Jesper EO, Harri H. suPAR cut-offs for stratification of low, medium, and high-risk acute medical patients in the emergency department. BMC Emerg Med 2021; 21:149. [PMID: 34844557 PMCID: PMC8628287 DOI: 10.1186/s12873-021-00544-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2021] [Accepted: 11/21/2021] [Indexed: 12/13/2022] Open
Abstract
Background Soluble urokinase plasminogen activator receptor (suPAR) levels have previously been associated with readmission and mortality in acute medical patients in the ED. However, no specific cut-offs for suPAR have been tested in this population. Methods Prospective observational study of consecutively included acute medical patients. Follow-up of mortality and readmission was carried out for 30- and 90 days stratified into baseline suPAR < 4, 4–6 and > 6 ng/ml. suPAR levels were measured using suPARnostic® Turbilatex assay on a Cobas c501 (Roche Diagnostics Ltd) analyser. Results A total of 1747 acute medical patients in the ED were included. Median age was 70 (IQR: 57–79) and 51.4% were men. Adjusted linear regression analysis showed that suPAR, independently of age, sex and C-reactive protein levels, predicted 30- and 90-day mortality (Odds ratio for doubling in suPAR 1.96 (95% confidence intervals: 1.42–2.70) Among patients with suPAR below 4 ng/ml (N = 804, 46.0%), 8 (1.0%) died within 90-day follow-up, resulting in a negative predictive value of 99.0% and a sensitivity of 94.6%. Altogether 514 (29.4%) patients had suPAR of 4–6 ng/ml, of whom 43 (8.4%) died during 90-day follow-up. Among patients with suPAR above 6 ng/ml (N = 429, 24.6%), 87 patients (20.3%) died within 90-day follow-up, resulting in a positive predictive value of 20.1% and a specificity of 78.7%. Conclusions suPAR cut-offs of below 4, between 4 and 6 and above 6 ng/ml can identify acute medical patients who have low, medium or high risk of 30- and 90-day mortality. The turbidimetric assay provides suPAR results within 30 min that may aid in the decision of discharge or admission of acute medical patients.
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Affiliation(s)
- Seppälä Santeri
- South Savo Social- and Healthcare District, Mikkeli Central Hospital, Mikkeli, Finland.
| | - Andersen Andreas Peter
- Department of Clinical Research, Copenhagen University Hospital Amager and Hvidovre, Hvidovre, Denmark
| | - Nyyssönen Kristiina
- Eastern Finland Laboratory Centre Joint Authority Enterprise (ISLAB), South Savo District Laboratory, Mikkeli, Finland
| | - Eugen-Olsen Jesper
- Department of Clinical Research, Copenhagen University Hospital Amager and Hvidovre, Hvidovre, Denmark
| | - Hyppölä Harri
- South Savo Social- and Healthcare District, Mikkeli Central Hospital, Mikkeli, Finland
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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: 4.0] [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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3
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Altintas I, Eugen-Olsen J, Seppälä S, Tingleff J, Stauning MA, El Caidi NO, Elmajdoubi S, Gamst-Jensen H, Lindstrøm MB, Rasmussen LJH, Kristiansen KT, Rasmussen C, Nehlin JO, Kallemose T, Hyppölä H, Andersen O. suPAR Cut-Offs for Risk Stratification in Patients With Symptoms of COVID-19. Biomark Insights 2021; 16:11772719211034685. [PMID: 34421295 PMCID: PMC8371731 DOI: 10.1177/11772719211034685] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2021] [Accepted: 07/02/2021] [Indexed: 01/14/2023] Open
Abstract
Objectives Elevated soluble urokinase Plasminogen Activator Receptor (suPAR) is a biomarker associated with adverse outcomes. We aimed to investigate the associations between plasma suPAR levels (testing the cut-offs ⩽4, 4-6, and ⩾6 ng/mL) with risk of 14-day mortality, and with the risk of mechanical ventilation in patients that tested positive for SARS-CoV-2. Methods Observational cohort study of patients presenting with symptoms of COVID-19 at Department of Emergency Medicine, Amager and Hvidovre Hospital, Denmark from March 19th, 2020 to April 3rd, 2020. Plasma suPAR was measured using suPARnostic technologies. Patients were followed for development of mechanical ventilation and mortality for 14 days. Validation of our findings were carried out in a similar sized COVID-19 patient cohort from Mikkeli Central Hospital, Finland. Results Among 386 patients with symptoms of COVID-19, the median (interquartile range) age was 64 years (46-77), 57% were women, median suPAR was 4.0 ng/mL (2.7-5.9). In total, 35 patients (9.1%) died during the 14 days follow-up. Patients with suPAR ⩽4 ng/mL (N = 196; 50.8%) had a low risk of mortality (N = 2; 1.0%; negative predictive value of 99.0%, specificity 55.3%, sensitivity 95.2%, positive predictive value 17.4%). Among patients with suPAR ⩾6 ng/mL (N = 92; 23.8%), 16 died (17.4%). About 99 patients (25.6%) tested positive for SARS CoV-2 and of those 12 (12.1%) developed need for mechanical ventilation. None of the SARS-CoV-2 positive patients with suPAR ⩽4 ng/mL (N = 28; 38.8%) needed mechanical ventilation or died. The Mikkeli Central Hospital validation cohort confirmed our findings concerning suPAR cut-offs for risk of development of mechanical ventilation and mortality. Conclusions Patients with symptoms of COVID-19 and suPAR ⩽4 or ⩾6 ng/mL had low or high risk, respectively, concerning the need for mechanical ventilation or mortality. We suggest cut-offs for identification of risk groups in patients presenting to the ED with symptoms of or confirmed COVID-19.
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Affiliation(s)
- Izzet Altintas
- Department of Clinical Research, Copenhagen University Hospital Amager and Hvidovre, Hvidovre, Denmark.,Department of Emergency Medicine, Copenhagen University Hospital Amager and Hvidovre, Hvidovre, Denmark
| | - Jesper Eugen-Olsen
- Department of Clinical Research, Copenhagen University Hospital Amager and Hvidovre, Hvidovre, Denmark
| | - Santeri Seppälä
- Emergency Department, Mikkeli Central Hospital, Mikkeli, Finland
| | - Jens Tingleff
- Department of Emergency Medicine, Copenhagen University Hospital Amager and Hvidovre, Hvidovre, Denmark
| | - Marius Ahm Stauning
- Department of Emergency Medicine, Copenhagen University Hospital Amager and Hvidovre, Hvidovre, Denmark
| | - Nora Olsen El Caidi
- Department of Clinical Research, Copenhagen University Hospital Amager and Hvidovre, Hvidovre, Denmark
| | - Sanaá Elmajdoubi
- Department of Clinical Research, Copenhagen University Hospital Amager and Hvidovre, Hvidovre, Denmark
| | - Hejdi Gamst-Jensen
- Department of Clinical Research, Copenhagen University Hospital Amager and Hvidovre, Hvidovre, Denmark.,Department of Emergency Medicine, Copenhagen University Hospital Amager and Hvidovre, Hvidovre, Denmark
| | - Mette B Lindstrøm
- Department of Clinical Research, Copenhagen University Hospital Amager and Hvidovre, Hvidovre, Denmark
| | - Line Jee Hartmann Rasmussen
- Department of Clinical Research, Copenhagen University Hospital Amager and Hvidovre, Hvidovre, Denmark.,Department of Psychology and Neuroscience, Duke University, Durham, NC, USA
| | - Klaus Tjelle Kristiansen
- Department of Anesthesiology Intensive Care Unit, Copenhagen University Hospital Amager and Hvidovre, Hvidovre, Denmark
| | - Christian Rasmussen
- Department of Emergency Medicine, Copenhagen University Hospital Amager and Hvidovre, Hvidovre, Denmark
| | - Jan O Nehlin
- Department of Clinical Research, Copenhagen University Hospital Amager and Hvidovre, Hvidovre, Denmark
| | - Thomas Kallemose
- Department of Clinical Research, Copenhagen University Hospital Amager and Hvidovre, Hvidovre, Denmark
| | - Harri Hyppölä
- Emergency Department, Mikkeli Central Hospital, Mikkeli, Finland
| | - Ove Andersen
- Department of Clinical Research, Copenhagen University Hospital Amager and Hvidovre, Hvidovre, Denmark.,Department of Emergency Medicine, Copenhagen University Hospital Amager and Hvidovre, Hvidovre, Denmark.,Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
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4
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Fang Z, Gao C, Cai Y, Lu L, Yu H, Hussain HMJ, Chen Z, Li C, Wei W, Huang Y, Li X, Yu S, Ji Y, Weng Q, Ouyang Y, Hu X, Tong J, Liu J, Liu M, Xu X, Zha Y, Ye Z, Jiang T, Jia J, Liu J, Bi Y, Chen N, Hu W, Wang H, Liu J, Xie J. A validation study of UCSD-Mayo risk score in predicting hospital-acquired acute kidney injury in COVID-19 patients. Ren Fail 2021; 43:1115-1123. [PMID: 34233570 PMCID: PMC8274539 DOI: 10.1080/0886022x.2021.1948429] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
Introduction Acute kidney injury (AKI) in coronavirus disease 2019 (COVID-19) patients is associated with poor prognosis. Early prediction and intervention of AKI are vital for improving clinical outcome of COVID-19 patients. As lack of tools for early AKI detection in COVID-19 patients, this study aimed to validate the USCD-Mayo risk score in predicting hospital-acquired AKI in an extended multi-center COVID-19 cohort. Methods Five hundred seventy-two COVID-19 patients from Wuhan Tongji Hospital Guanggu Branch, Wuhan Leishenshan Hospital, and Wuhan No. Ninth Hospital was enrolled for this study. Patients who developed AKI or reached an outcome of recovery or death during the study period were included. Predictors were evaluated according to data extracted from medical records. Results Of all patients, a total of 44 (8%) developed AKI. The UCSD-Mayo risk score achieved excellent discrimination in predicting AKI with the C-statistic of 0.88 (95%CI: 0.84–0.91). Next, we determined the UCSD-Mayo risk score had good overall performance (Nagelkerke R2 = 0.32) and calibration in our cohort. Further analysis showed that the UCSD-Mayo risk score performed well in subgroups defined by gender, age, and several chronic comorbidities. However, the discrimination of the UCSD-Mayo risk score in ICU patients and patients with mechanical ventilation was not good which might be resulted from different risk factors of these patients. Conclusions We validated the performance of UCSD-Mayo risk score in predicting hospital-acquired AKI in COVID-19 patients was excellent except for patients from ICU or patients with mechanical ventilation.
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Affiliation(s)
- Zhengying Fang
- Department of Nephrology, Institute of Nephrology, Ruijin Hospital, Shanghai Jiao Tong University, School of Medicine, Shanghai, PR China
| | - Chenni Gao
- Department of Nephrology, Institute of Nephrology, Ruijin Hospital, Shanghai Jiao Tong University, School of Medicine, Shanghai, PR China
| | - Yikai Cai
- Department of Nephrology, Institute of Nephrology, Ruijin Hospital, Shanghai Jiao Tong University, School of Medicine, Shanghai, PR China
| | - Lin Lu
- Department of Nephrology, North Huashan Hospital, Fudan University, Shanghai, PR China
| | - Haijin Yu
- Department of Nephrology, Institute of Nephrology, Ruijin Hospital, Shanghai Jiao Tong University, School of Medicine, Shanghai, PR China
| | - Hafiz Muhammad Jafar Hussain
- Department of Nephrology, Institute of Nephrology, Ruijin Hospital, Shanghai Jiao Tong University, School of Medicine, Shanghai, PR China
| | - Zijin Chen
- Department of Nephrology, Institute of Nephrology, Ruijin Hospital, Shanghai Jiao Tong University, School of Medicine, Shanghai, PR China
| | - Chuanlei Li
- Department of Nephrology, Shanghai General Hospital, Shanghai Jiao Tong University, Shanghai, PR China
| | - Wenjie Wei
- Department of Nephrology, Institute of Nephrology, Ruijin Hospital, Shanghai Jiao Tong University, School of Medicine, Shanghai, PR China
| | - Yuhan Huang
- Department of Nephrology, Institute of Nephrology, Ruijin Hospital, Shanghai Jiao Tong University, School of Medicine, Shanghai, PR China
| | - Xiang Li
- Department of Nephrology, Institute of Nephrology, Ruijin Hospital, Shanghai Jiao Tong University, School of Medicine, Shanghai, PR China
| | - Shuwen Yu
- Department of Nephrology, Institute of Nephrology, Ruijin Hospital, Shanghai Jiao Tong University, School of Medicine, Shanghai, PR China
| | - Yinhong Ji
- Department of Nephrology, Institute of Nephrology, Ruijin Hospital, Shanghai Jiao Tong University, School of Medicine, Shanghai, PR China
| | - Qinjie Weng
- Department of Nephrology, Institute of Nephrology, Ruijin Hospital, Shanghai Jiao Tong University, School of Medicine, Shanghai, PR China
| | - Yan Ouyang
- Department of Nephrology, Institute of Nephrology, Ruijin Hospital, Shanghai Jiao Tong University, School of Medicine, Shanghai, PR China
| | - Xiaofan Hu
- Department of Nephrology, Institute of Nephrology, Ruijin Hospital, Shanghai Jiao Tong University, School of Medicine, Shanghai, PR China
| | - Jun Tong
- Department of Nephrology, Institute of Nephrology, Ruijin Hospital, Shanghai Jiao Tong University, School of Medicine, Shanghai, PR China
| | - Jian Liu
- Department of Nephrology, Institute of Nephrology, Ruijin Hospital, Shanghai Jiao Tong University, School of Medicine, Shanghai, PR China
| | | | - Xiaoman Xu
- Renal Department, Wuhan Ninth Hospital, Wuhan, PR China
| | - Yixin Zha
- Clinical Research Center, Shanghai General Hospital, Shanghai Jiao Tong University, Shanghai, PR China
| | - Zhiyin Ye
- Department of Nephrology, Shanghai General Hospital, Shanghai Jiao Tong University, Shanghai, PR China
| | - Tingting Jiang
- Department of Nephrology, Shanghai General Hospital, Shanghai Jiao Tong University, Shanghai, PR China
| | - Jieshuang Jia
- Department of Nephrology, Shanghai General Hospital, Shanghai Jiao Tong University, Shanghai, PR China
| | - Jialin Liu
- Department of Critical Care Medicine, Ruijin Hospital, Shanghai Jiao Tong University, School of medicine, Shanghai, PR China
| | - Yufang Bi
- Department of Endocrinology and Metabolism disease, Ruijin Hospital, Shanghai Jiao Tong University, School of Medicine, Shanghai, PR China
| | - Nan Chen
- Department of Nephrology, Institute of Nephrology, Ruijin Hospital, Shanghai Jiao Tong University, School of Medicine, Shanghai, PR China
| | - Weiguo Hu
- Department of Surgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, PR China
| | - Huiming Wang
- Renal Department of Renmin Hospital, Renmin Hospital of Wuhan University, Wuhan, PR China
| | - Jun Liu
- Department of Nephrology, Shanghai General Hospital, Shanghai Jiao Tong University, Shanghai, PR China
| | - Jingyuan Xie
- Department of Nephrology, Institute of Nephrology, Ruijin Hospital, Shanghai Jiao Tong University, School of Medicine, Shanghai, PR China
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5
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Azam TU, Shadid HR, Blakely P, O'Hayer P, Berlin H, Pan M, Zhao P, Zhao L, Pennathur S, Pop-Busui R, Altintas I, Tingleff J, Stauning MA, Andersen O, Adami ME, Solomonidi N, Tsilika M, Tober-Lau P, Arnaoutoglou E, Keitel V, Tacke F, Chalkias A, Loosen SH, Giamarellos-Bourboulis EJ, Eugen-Olsen J, Reiser J, Hayek SS. Soluble Urokinase Receptor (SuPAR) in COVID-19-Related AKI. J Am Soc Nephrol 2020; 31:2725-2735. [PMID: 32963090 PMCID: PMC7608953 DOI: 10.1681/asn.2020060829] [Citation(s) in RCA: 73] [Impact Index Per Article: 18.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2020] [Accepted: 08/17/2020] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND AKI commonly occurs in patients with coronavirus disease 2019 (COVID-19). Its pathogenesis is poorly understood. The urokinase receptor system is a key regulator of the intersection between inflammation, immunity, and coagulation, and soluble urokinase plasminogen activator receptor (suPAR) has been identified as an immunologic risk factor for AKI. Whether suPAR is associated with COVID-19-related AKI is unknown. METHODS In a multinational observational study of adult patients hospitalized for COVID-19, we measured suPAR levels in plasma samples from 352 adult patients that had been collected within 48 hours of admission. We examined the association between suPAR levels and incident in-hospital AKI. RESULTS Of the 352 patients (57.4% were male, 13.9% were black, and mean age was 61 years), 91 (25.9%) developed AKI during their hospitalization, of whom 25 (27.4%) required dialysis. The median suPAR level was 5.61 ng/ml. AKI incidence rose with increasing suPAR tertiles, from a 6.0% incidence in patients with suPAR <4.60 ng/ml (first tertile) to a 45.8% incidence of AKI in patients with suPAR levels >6.86 ng/ml (third tertile). None of the patients with suPAR <4.60 ng/ml required dialysis during their hospitalization. In multivariable analysis, the highest suPAR tertile was associated with a 9.15-fold increase in the odds of AKI (95% confidence interval [95% CI], 3.64 to 22.93) and a 22.86-fold increase in the odds of requiring dialysis (95% CI, 2.77 to 188.75). The association was independent of inflammatory markers and persisted across subgroups. CONCLUSIONS Admission suPAR levels in patients hospitalized for COVID-19 are predictive of in-hospital AKI and the need for dialysis. SuPAR may be a key component of the pathophysiology of AKI in COVID-19.
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Affiliation(s)
- Tariq U Azam
- Division of Cardiology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan
| | - Husam R Shadid
- Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan
| | - Pennelope Blakely
- Division of Cardiology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan
| | - Patrick O'Hayer
- Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan
| | - Hanna Berlin
- Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan
| | - Michael Pan
- Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan
| | - Peiyao Zhao
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, Michigan
| | - Lili Zhao
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, Michigan
| | - Subramaniam Pennathur
- Division of Nephrology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan
| | - Rodica Pop-Busui
- Division of Endocrinology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan
| | - Izzet Altintas
- Emergency Department, Copenhagen University Hospital Amager and Hvidovre, Hvidovre, Denmark
| | - Jens Tingleff
- Department of Clinical Research, Copenhagen University Hospital Amager and Hvidovre, Hvidovre, Denmark
| | - Marius A Stauning
- Emergency Department, Copenhagen University Hospital Amager and Hvidovre, Hvidovre, Denmark
| | - Ove Andersen
- Department of Clinical Research, Copenhagen University Hospital Amager and Hvidovre, Hvidovre, Denmark
| | - Maria-Evangelia Adami
- 4th Department of Internal Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Nicky Solomonidi
- 4th Department of Internal Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Maria Tsilika
- 4th Department of Internal Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Pinkus Tober-Lau
- Department of Infectious Diseases and Respiratory Medicine, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Eleni Arnaoutoglou
- Department of Anesthesiology, School of Health Sciences, Faculty of Medicine, University of Thessaly, Thessaly, Greece
| | - Verena Keitel
- Clinic for Gastroenterology, Hepatology and Infectious Diseases, Medical Faculty, University Hospital Düsseldorf, Düsseldorf, Germany
| | - Frank Tacke
- Department of Hepatology and Gastroenterology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Athanasios Chalkias
- Department of Anesthesiology, School of Health Sciences, Faculty of Medicine, University of Thessaly, Thessaly, Greece
| | - Sven H Loosen
- Clinic for Gastroenterology, Hepatology and Infectious Diseases, Medical Faculty, University Hospital Düsseldorf, Düsseldorf, Germany
| | | | - Jesper Eugen-Olsen
- Department of Clinical Research, Copenhagen University Hospital Amager and Hvidovre, Hvidovre, Denmark
| | - Jochen Reiser
- Department of Medicine, Rush University Medical Center, Chicago, Illinois
| | - Salim S Hayek
- Division of Cardiology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan
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