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Sousa WP, Magro MCDS, Paiva AAM, Vasconcelos RSR, dos Reis AA, de Lima WL, Duarte TTDP. Prognostic Scores for Acute Kidney Injury in Critically Ill Patients. NURSING REPORTS 2024; 14:3619-3630. [PMID: 39585155 PMCID: PMC11587434 DOI: 10.3390/nursrep14040264] [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: 08/20/2024] [Revised: 11/11/2024] [Accepted: 11/13/2024] [Indexed: 11/26/2024] Open
Abstract
BACKGROUND Numerous prognostic scores have been developed and used in intensive care; however, the applicability and effectiveness of these scores in critically ill patients with acute kidney injury may vary due to the characteristics of this population. OBJECTIVE To assess the predictive capacity of the Simplified Acute Physiology Score III (SAPS III), Sequential Sepsis-related Organ Failure Assessment (SOFA) and Nursing Activities Score (NAS) prognostic scoring systems for acute kidney injury in critically ill patients. METHODS Cohort, prospective and quantitative study with follow-up of 141 critical patients in intensive care. A questionnaire was used to collect information about the capacity of prognostic scoring systems to predict AKI. Mann-Whitney, Kruskal-Wallis and Bonferroni-corrected Mann-Whitney tests were used and the statistical significance was considered to be at two-sided p < 0.05. RESULTS It was revealed that 41.85% of patients developed acute kidney injury during their stay in the Intensive Care Unit and indicated greater severity assessed by the medians of prognostic scoring systems-SAPS III [55 (42-65 vs. 38 (32-52), p < 0.001], SOFA [3.3 (2.26-5.00) vs. 0.66 (0.06-2.29), p < 0.001] and NAS [90 (75-95) vs. 97 (91-103), p < 0.001]-when compared to patients without kidney damage. CONCLUSIONS The SAPS III, SOFA and NAS prognostic scoring systems showed good predictive capacity for acute kidney injury in critically ill patients. This study was not registered.
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Affiliation(s)
- Wisble Pereira Sousa
- Faculty of Health Sciences and Technology, University of Brasília/UnB, Brasília 72220-275, Brazil; (W.P.S.); (M.C.d.S.M.); (R.S.R.V.); (A.A.d.R.)
| | - Marcia Cristina da Silva Magro
- Faculty of Health Sciences and Technology, University of Brasília/UnB, Brasília 72220-275, Brazil; (W.P.S.); (M.C.d.S.M.); (R.S.R.V.); (A.A.d.R.)
| | | | - Ruth Silva Rodrigues Vasconcelos
- Faculty of Health Sciences and Technology, University of Brasília/UnB, Brasília 72220-275, Brazil; (W.P.S.); (M.C.d.S.M.); (R.S.R.V.); (A.A.d.R.)
| | - Abraão Alves dos Reis
- Faculty of Health Sciences and Technology, University of Brasília/UnB, Brasília 72220-275, Brazil; (W.P.S.); (M.C.d.S.M.); (R.S.R.V.); (A.A.d.R.)
| | | | - Tayse Tâmara da Paixão Duarte
- Faculty of Health Sciences and Technology, University of Brasília/UnB, Brasília 72220-275, Brazil; (W.P.S.); (M.C.d.S.M.); (R.S.R.V.); (A.A.d.R.)
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Yavuz T, Sarac O, Yeniay H, Nadir Y, Alpdogan O. Evaluation of Clinical Characteristics of Critically Ill COVID-19 Patients With Renal Failure. Cureus 2024; 16:e62297. [PMID: 39006555 PMCID: PMC11245736 DOI: 10.7759/cureus.62297] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/13/2024] [Indexed: 07/16/2024] Open
Abstract
INTRODUCTION This study aimed to investigate the clinical characteristics and prognostic factors of critically ill COVID-19 patients with renal failure admitted to the ICU. METHODS We analyzed 300 adult patients with SARS-CoV-2 infection admitted to the ICU between November 1, 2020, and June 1, 2022. Demographic data, renal function parameters, and outcomes were collected and analyzed. RESULTS The median age was 72 years, and 54.3% were men. Mechanical ventilation was required for 86.3% of patients, with 71.0% needing invasive ventilation. Renal failure was present in 43.3% of patients at ICU admission, significantly associated with older age, higher mechanical and invasive ventilation needs, and increased ICU mortality (76.9% vs. 51.8%, p<0.001). Patients with renal failure had elevated levels of urea, creatinine, C-reactive protein (CRP), D-dimer, white blood cell (WBC), neutrophil (Neu), and procalcitonin (PCT) (p<0.001 for all). Among patients with acute kidney injury (AKI), those with AKI had significantly higher median age (75 vs. 66 years, p<0.001), mechanical ventilation requirement (93.6% vs. 74.3%, p<0.001) and ICU mortality (79.1% vs. 35.4%, p<0.001). Elevated levels of urea (76 vs. 44 mg/dL, p<0.001) and creatinine (1.4 vs. 0.8 mg/dL, p<0.001), as well as inflammatory markers CRP and D-dimer (p=0.001), were observed in AKI patients. Survivors had lower median age (66.0 vs. 74.0 years, p<0.001) and lower prevalence of chronic kidney disease (CKD) (4.5% vs. 12.8, p=0.019) and AKI (34.8% vs. 78.7%, p<0.001). Non-survivors exhibited higher levels of urea, creatinine, lactate dehydrogenase (LDH), CRP, ferritin, and D-dimer (p<0.001 for all). CONCLUSION Renal failure and AKI are prevalent in critically ill COVID-19 patients and are associated with worse outcomes. Elevated creatinine and urea levels at ICU admission are significant predictors of ICU mortality, underscoring the importance of early recognition and management of renal impairment in these patients.
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Affiliation(s)
- Tunzala Yavuz
- Intensive Care Unit, Tepecik Training and Research Hospital, Health Sciences University, Izmir, TUR
| | - Omurhan Sarac
- Anesthesiology and Critical Care, Izmir Bayraklı City Hospital, Izmir, TUR
| | - Hicret Yeniay
- Anesthesiology and Critical Care, Izmir Bayraklı City Hospital, Izmir, TUR
| | - Yasemin Nadir
- Infectious Disease, Tepecik Training and Research Hospital, Health Sciences University, Izmir, TUR
| | - Ozcan Alpdogan
- Anesthesiology and Critical Care, Izmir Bayraklı City Hospital, Izmir, TUR
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Wintjens MSJN, van Rosmalen F, Hemmelder MH, Hulsewe-Evers HPMG, Kusters YHAM, Ubben JFH, van Renswouw DAM, Gilissen KMH, van der Horst ICC, van Mook WNKA, van Bussel BCT. Prone positioning is followed by a transient decrease in glomerular filtration rate: the prospective Maastricht Intensive Care COVID cohort. J Nephrol 2023; 36:2669-2671. [PMID: 37668876 DOI: 10.1007/s40620-023-01767-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Accepted: 08/13/2023] [Indexed: 09/06/2023]
Affiliation(s)
- Marieke S J N Wintjens
- Department of Intensive Care Medicine, Maastricht University Medical Centre+, P. Debeyelaan 25, PO Box 5800, 6202 AZ, Maastricht, The Netherlands.
| | - Frank van Rosmalen
- Department of Intensive Care Medicine, Maastricht University Medical Centre+, P. Debeyelaan 25, PO Box 5800, 6202 AZ, Maastricht, The Netherlands
| | - Marc H Hemmelder
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
- Division of Nephrology, Department of Internal Medicine, Maastricht University Medical Centre+, Maastricht, The Netherlands
| | - Hendrina P M G Hulsewe-Evers
- Department of Intensive Care Medicine, Maastricht University Medical Centre+, P. Debeyelaan 25, PO Box 5800, 6202 AZ, Maastricht, The Netherlands
| | - Yvo H A M Kusters
- Department of Intensive Care Medicine, Maastricht University Medical Centre+, P. Debeyelaan 25, PO Box 5800, 6202 AZ, Maastricht, The Netherlands
- Division of Nephrology, Department of Internal Medicine, Maastricht University Medical Centre+, Maastricht, The Netherlands
| | - Johannes F H Ubben
- Department of Intensive Care Medicine, Maastricht University Medical Centre+, P. Debeyelaan 25, PO Box 5800, 6202 AZ, Maastricht, The Netherlands
- Department of Anesthesiology, Maastricht University Medical Centre+, Maastricht, The Netherlands
| | - Daisy A M van Renswouw
- Department of Intensive Care Medicine, Maastricht University Medical Centre+, P. Debeyelaan 25, PO Box 5800, 6202 AZ, Maastricht, The Netherlands
| | - Katrien M H Gilissen
- Department of Intensive Care Medicine, Maastricht University Medical Centre+, P. Debeyelaan 25, PO Box 5800, 6202 AZ, Maastricht, The Netherlands
| | - Iwan C C van der Horst
- Department of Intensive Care Medicine, Maastricht University Medical Centre+, P. Debeyelaan 25, PO Box 5800, 6202 AZ, Maastricht, The Netherlands
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
| | - Walther N K A van Mook
- Department of Intensive Care Medicine, Maastricht University Medical Centre+, P. Debeyelaan 25, PO Box 5800, 6202 AZ, Maastricht, The Netherlands
- School of Health Professions Education, Maastricht University, Maastricht, The Netherlands
| | - Bas C T van Bussel
- Department of Intensive Care Medicine, Maastricht University Medical Centre+, P. Debeyelaan 25, PO Box 5800, 6202 AZ, Maastricht, The Netherlands
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands
- Department of Care and Public, Health Research Institute (CAPHRI), Maastricht, The Netherlands
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Sitina M, Sramek V, Helan M, Suk P. Prognostic significance of early acute kidney injury in COVID-19 patients requiring mechanical ventilation: a single-center retrospective analysis. Ren Fail 2023; 45:2205954. [PMID: 37133859 PMCID: PMC10158536 DOI: 10.1080/0886022x.2023.2205954] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/04/2023] Open
Abstract
Acute kidney injury (AKI) is associated with impaired outcomes in critically ill COVID-19 patients. However, the prognostic significance of early AKI is poorly described. We aimed to determine whether AKI on admission to the intensive care unit (ICU) and its development within the first 48 h predict the need for renal replacement therapy (RRT) and increased mortality. An analysis of 372 patients with COVID-19 pneumonia requiring mechanical ventilation without advanced chronic kidney disease from 2020 to 2021 was performed. The AKI stages on ICU admission and Day 2 were determined using adapted KDIGO criteria. The early development of renal function was assessed by the change in AKI score and the Day-2/Day-0 creatinine ratio. Data were compared between three consecutive COVID-19 waves and with data before the pandemic. Both ICU and 90-day mortality (79% and 93% vs. 35% and 44%) and the need for RRT increased markedly with advanced AKI stage on ICU admission. Similarly, an early increase in AKI stage and creatinine implied highly increased mortality. RRT was associated with very high ICU and 90-day mortality (72% and 85%), even surpassing that of patients on ECMO. No difference was found between consecutive COVID-19 waves, except for a lower mortality in the patients on RRT in the last omicron wave. Mortality and need for RRT were comparable in the COVID-19 and pre-COVID-19 patients, except that RRT did not increase ICU mortality in the pre-COVID-19 era. In conclusion, we confirmed the prognostic significance of both AKI on ICU admission and its early development in patients with severe COVID-19 pneumonia.
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Affiliation(s)
- Michal Sitina
- Department of Anesthesiology and Intensive Care Medicine, St. Anne's University Hospital Brno, Brno, Czech Republic
- Biostatistics, International Clinical Research Center, St. Anne's University Hospital Brno, Brno, Czech Republic
- Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Vladimir Sramek
- Department of Anesthesiology and Intensive Care Medicine, St. Anne's University Hospital Brno, Brno, Czech Republic
- Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Martin Helan
- Department of Anesthesiology and Intensive Care Medicine, St. Anne's University Hospital Brno, Brno, Czech Republic
- Faculty of Medicine, Masaryk University, Brno, Czech Republic
- Intensive Care Research, International Clinical Research Center, St. Anne's University Hospital Brno, Brno, Czech Republic
| | - Pavel Suk
- Department of Anesthesiology and Intensive Care Medicine, St. Anne's University Hospital Brno, Brno, Czech Republic
- Faculty of Medicine, Masaryk University, Brno, Czech Republic
- Intensive Care Research, International Clinical Research Center, St. Anne's University Hospital Brno, Brno, Czech Republic
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Bouguezzi N, Ben Saida I, Toumi R, Meddeb K, Ennouri E, Bedhiafi A, Hamdi D, Boussarsar M. Clinical Features and Outcomes of Acute Kidney Injury in Critically Ill COVID-19 Patients: A Retrospective Observational Study. J Clin Med 2023; 12:5127. [PMID: 37568528 PMCID: PMC10419665 DOI: 10.3390/jcm12155127] [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: 01/21/2023] [Revised: 03/08/2023] [Accepted: 03/09/2023] [Indexed: 08/13/2023] Open
Abstract
BACKGROUND An alarming number of COVID-19 patients, especially in severe cases, have developed acute kidney injury (AKI). AIM The study aimed to assess the frequency, risk factors, and impact of AKI on mortality in critically ill COVID-19 patients. METHODS The study was a retrospective observational study conducted in the MICU. Univariate and multivariate analyses were performed to identify risk factors for AKI and clinical outcomes. RESULTS During the study period, 465 consecutive COVID-19 patients were admitted to the MICU. The patients' characteristics were median age, 64 [54-71] years; median SAPSII, 31 [24-38]; and invasive mechanical ventilation (IMV), 244 (52.5%). The overall ICU mortality rate was 49%. Two hundred twenty-nine (49.2%) patients developed AKI. The factors independently associated with AKI were positive fluid balance (OR, 2.78; 95%CI [1.88-4.11]; p < 0.001), right heart failure (OR, 2.15; 95%CI [1.25-3.67]; p = 0.005), and IMV use (OR, 1.55; 95%CI [1.01-2.40]; p = 0.044). Among the AKI patients, multivariate analysis identified the following factors as independently associated with ICU mortality: age (OR, 1.05; 95%CI [1.02-1.09]; p = 0.012), IMV use (OR, 48.23; 95%CI [18.05-128.89]; p < 0.001), and septic shock (OR, 3.65; 95%CI [1.32-10.10]; p = 0.012). CONCLUSION The present study revealed a high proportion of AKI among critically ill COVID-19 patients. This complication seems to be linked to a severe cardiopulmonary interaction and fluid balance management, thus accounting for a poor outcome.
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Affiliation(s)
- Nabil Bouguezzi
- Faculty of Medicine of Sousse, University of Sousse, Sousse 4000, Tunisia
- Medical Intensive Care Unit, Research Laboratory “Heart Failure”, LR12SP09, Farhat Hached University Hospital, Sousse 4000, Tunisia
| | - Imen Ben Saida
- Faculty of Medicine of Sousse, University of Sousse, Sousse 4000, Tunisia
- Medical Intensive Care Unit, Research Laboratory “Heart Failure”, LR12SP09, Farhat Hached University Hospital, Sousse 4000, Tunisia
| | - Radhouane Toumi
- Faculty of Medicine of Sousse, University of Sousse, Sousse 4000, Tunisia
- Medical Intensive Care Unit, Research Laboratory “Heart Failure”, LR12SP09, Farhat Hached University Hospital, Sousse 4000, Tunisia
| | - Khaoula Meddeb
- Faculty of Medicine of Sousse, University of Sousse, Sousse 4000, Tunisia
- Medical Intensive Care Unit, Research Laboratory “Heart Failure”, LR12SP09, Farhat Hached University Hospital, Sousse 4000, Tunisia
| | - Emna Ennouri
- Faculty of Medicine of Sousse, University of Sousse, Sousse 4000, Tunisia
- Medical Intensive Care Unit, Research Laboratory “Heart Failure”, LR12SP09, Farhat Hached University Hospital, Sousse 4000, Tunisia
| | - Amir Bedhiafi
- Faculty of Medicine of Sousse, University of Sousse, Sousse 4000, Tunisia
- Medical Intensive Care Unit, Research Laboratory “Heart Failure”, LR12SP09, Farhat Hached University Hospital, Sousse 4000, Tunisia
| | - Dhouha Hamdi
- Faculty of Medicine of Sousse, University of Sousse, Sousse 4000, Tunisia
- Medical Intensive Care Unit, Research Laboratory “Heart Failure”, LR12SP09, Farhat Hached University Hospital, Sousse 4000, Tunisia
| | - Mohamed Boussarsar
- Faculty of Medicine of Sousse, University of Sousse, Sousse 4000, Tunisia
- Medical Intensive Care Unit, Research Laboratory “Heart Failure”, LR12SP09, Farhat Hached University Hospital, Sousse 4000, Tunisia
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Ahsan MN, Asghar MS, Iqbal S, Alvi H, Akram M, Fayyaz B, Irshad SG, Ullah I, Alvi S, Yousaf Z. Outcomes of COVID-19 patients with acute kidney injury and longitudinal analysis of laboratory markers during the hospital stay: A multi-center retrospective cohort experience from Pakistan. Medicine (Baltimore) 2023; 102:e32919. [PMID: 36820547 PMCID: PMC9907899 DOI: 10.1097/md.0000000000032919] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/29/2022] [Revised: 01/19/2023] [Accepted: 01/20/2023] [Indexed: 02/12/2023] Open
Abstract
The frequency of acute kidney injury (AKI) in COVID-19 patients can be varied and related to worse outcomes in the disease population. AKI is common among hospitalized patients with COVID-19, particularly the ones needing critical care. This study was conducted in order to determine the outcomes of hospitalized patients with prolonged hospital stays who suffered from COVID-19 associated AKI. It was conducted as a multi-centered, retrospective, cohort study, and including all patients who were diagnosed on COVID-19 PCR. End-stage renal disease patients on hemodialysis were excluded. The cohort included 1069 patients, with 68% males, mean age of 56.21 years, and majority within 50 to 75 years age group (60%). Mean disease onset was 14.43 ± 7.44 days and hospital stay was 7.01 ± 5.78 days. About 62% of patients stayed in intensive care and 18% of them were on invasive ventilation. The mortality rate was 27%. Frequency of AKI was 42%, around 14% of them were resolving during hospital stay and other 28% worsened. The mortality rate was significantly higher with AKI (OR: 4.7, P < .001). Alongside AKI, concomitant liver dysfunction was also significantly contributing to mortality (OR: 2.5), apart from ICU stay (OR: 2.9), invasive ventilation (OR: 9.2), and renal replacement therapy (OR: 2.4). Certain laboratory markers were associated with AKI throughout in-hospital stay.
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Affiliation(s)
- Muhammad Nadeem Ahsan
- Department of Nephrology, Dow University of Health Sciences-Ojha Campus, Karachi, Pakistan
| | - Muhammad Sohaib Asghar
- Department of Internal Medicine, Dow University of Health Sciences-Ojha Campus, Karachi, Pakistan
| | - Sadia Iqbal
- Department of Internal Medicine, Dow University of Health Sciences-Ojha Campus, Karachi, Pakistan
| | - Haris Alvi
- Department of Internal Medicine, Dow University of Health Sciences-Ojha Campus, Karachi, Pakistan
| | - Mohammed Akram
- Department of Internal Medicine, Liaquat National Hospital and Medical College, Karachi, Pakistan
| | - Basmah Fayyaz
- Department of Internal Medicine, Liaquat National Hospital and Medical College, Karachi, Pakistan
| | - Syeda Ghazala Irshad
- Department of Nephrology, Dow University of Health Sciences-Ojha Campus, Karachi, Pakistan
| | - Irfan Ullah
- Department of Internal Medicine, Kabir Medical College Gandhara University, Peshawar, Pakistan
| | - Sarosh Alvi
- Teaching Faculty, University of Khartoum, Khartoum, Sudan
| | - Zohaib Yousaf
- Department of Internal Medicine, Reading Hospital – Tower Health, Reading, PA
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Sysiak-Sławecka J, Wichowska O, Piwowarczyk P, Borys M. The impact of bacterial superinfections on the outcome of critically ill patients with COVID-19 associated acute respiratory distress syndrome (ARDS) - a single-centre, observational cohort study. Anaesthesiol Intensive Ther 2023; 55:163-167. [PMID: 37728443 PMCID: PMC10496093 DOI: 10.5114/ait.2023.130833] [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: 06/26/2023] [Accepted: 07/03/2023] [Indexed: 09/21/2023] Open
Abstract
INTRODUCTION Bacterial superinfections are common in severely ill COVID-19 patients and could be associated with a significant increase in morbidity and mortality. MATERIAL AND METHODS We assessed 29 critically ill patients treated in a university hospital's intensive care unit (ICU). Each patient required mechanical ventilation due to COVID-19-induced acute respiratory distress syndrome (ARDS). Fifteen patients who required venovenous extracorporeal membrane oxygenation (VV-ECMO) support (ECMO group) were compared to a control group (CON group) of 14 individuals without ECMO. This study aimed to assess the prevalence of superinfection in both studied groups. Moreover, we evaluated mortality, length of stay in the ICU, positive culture results, antibiotics used during treatment, and the impact of immunomodulatory drugs on secondary infections. RESULTS We did not find a difference in the number of superinfections between the ECMO and CON groups (11 vs. 10, P = 1.0). The mortality rate was 67% in the ECMO group and 64% in the CON group ( P = 1.0). The patients in both groups had similar numbers of positive culture results and days in the ICU prior to the detection of a positive culture. Antibiotics were administered to ten patients in the ECMO and eight patients in the CON group. The mortality rate was 81% in patients with superinfection versus 25% in those without co-infection ( P = 0.009). We found a negative impact of urea concentration on mortality in our cohort, with an odds ratio of 0.942 (0.891-0.996, P = 0.034). CONCLUSIONS Our results suggest that bacterial superinfection in COVID-19 patients negatively impacted survival in the ICU. VV-ECMO support in COVID-19 patients does not seem to improve the outcomes of patients with severe ARDS.
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Affiliation(s)
- Justyna Sysiak-Sławecka
- II Department of Anaesthesiology and Intensive Care Medicine, Medical University of Lublin, Lublin, Poland
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Mermiri M, Mavrovounis G, Laou E, Papagiannakis N, Pantazopoulos I, Chalkias A. Association of vasopressors with mortality in critically ill patients with COVID-19: a systematic review and meta-analysis. ANESTHESIOLOGY AND PERIOPERATIVE SCIENCE 2023; 1:10. [PMCID: PMC10122723 DOI: 10.1007/s44254-023-00013-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/14/2022] [Revised: 02/20/2023] [Accepted: 03/07/2023] [Indexed: 09/17/2024]
Abstract
Exogenous catecholamines may have pronounced side effects and affect physiological cascades. The aim of this study was to investigate the effect of vasopressors on mortality of critically ill patients with coronavirus disease 2019 (COVID-19). A systematic search of PubMed, Scopus, and ClinicalTrials.gov was conducted for relevant articles until December 2022. Eligibility criteria were randomized controlled and non-randomized trials. The primary outcome was in-hospital and 30-day mortality. The quality of studies was assessed using the Methodological Index for Non-Randomized Studies (MINORS) tool, while paired meta-analysis was used to estimate the pooled risk ratios (RR) along with their 95% Confidence Interval (95% CI). Analyses of 22 studies (n = 8034) revealed that vasopressor use is associated with mortality compared to no vasopressor therapy [RR (95%CI): 4.30 (3.21, 5.75); p < 0.001]. In-hospital and 30-day mortality are significantly higher in patients who receive vasopressors [RR (95%CI): 4.60 (2.47, 8.55); p < 0.001 and RR (95%CI): 2.97 (1.72, 5.14); p < 0.001, respectively]. Also, analyses of data from 10 studies (n = 3519) revealed that vasopressor use is associated with acute kidney injury [RR (95%CI): 3.17 (2.21, 4.54); p < 0.001]. In conclusion, current use of vasopressors in critically ill patients with COVID-19 may be associated with higher in-hospital mortality, 30-day mortality, and incidence rate of acute kidney injury. Further research is required to estimate the correlation of specific vasopressor characteristics (type, timing, dose, combination) with adverse effects and mortality in this population.
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Affiliation(s)
- Maria Mermiri
- Department of Anesthesiology, Faculty of Medicine, University of Thessaly, 41110 Larisa, Biopolis Greece
| | - Georgios Mavrovounis
- Department of Emergency Medicine, Faculty of Medicine, University of Thessaly, Larisa, Greece
| | - Eleni Laou
- Department of Anesthesiology, Agia Sophia Children’s Hospital, Athens, Greece
| | - Nikolaos Papagiannakis
- First Department of Neurology, Medical School, Eginition University Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Ioannis Pantazopoulos
- Department of Emergency Medicine, Faculty of Medicine, University of Thessaly, Larisa, Greece
| | - Athanasios Chalkias
- Department of Anesthesiology, Faculty of Medicine, University of Thessaly, 41110 Larisa, Biopolis Greece
- Outcomes Research Consortium, Cleveland, OH 44195 USA
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Saadatmand S, Salimifard K, Mohammadi R, Kuiper A, Marzban M, Farhadi A. Using machine learning in prediction of ICU admission, mortality, and length of stay in the early stage of admission of COVID-19 patients. ANNALS OF OPERATIONS RESEARCH 2022; 328:1-29. [PMID: 36196268 PMCID: PMC9521862 DOI: 10.1007/s10479-022-04984-x] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 09/06/2022] [Indexed: 05/19/2023]
Abstract
The recent COVID-19 pandemic has affected health systems across the world. Especially, Intensive Care Units (ICUs) have played a pivotal role in the treatment of critically-ill patients. At the same time however, the increasing number of admissions due to the vast prevalence of the virus have caused several problems for ICU wards such as overburdening of staff and shortages of medical resources. These issues might have affected the quality of healthcare services provided directly impacting a patient's survival. The objective of this research is to leverage Machine Learning (ML) on hospital data in order to support hospital managers and practitioners with the treatment of COVID-19 patients. This is accomplished by providing more detailed inference about a patient's likelihood of ICU admission, mortality and in case of hospitalization the length of stay (LOS). In this pursuit, the outcome variables are in three separate models predicted by five different ML algorithms: eXtreme Gradient Boosting (XGB), K-Nearest Neighbor (KNN), Random Forest (RF), bagged-CART (b-CART), and LogitBoost (LB). With the exception of KNN, the studied models show good predictive capabilities when evaluating relevant accuracy scores, such as area under the curve. By implementing an ensemble stacking approach (either a Neural Net or a General Linear Model) on top of the aforementioned ML algorithms the performance is further boosted. Ultimately, for the prediction of admission to the ICU, the ensemble stacking via a Neural Net achieved the best result with an accuracy of over 95%. For mortality at the ICU, the vanilla XGB performed slightly better (1% difference with the meta-model). To predict large length of stays both ensemble stacking approaches yield comparable results. Besides it direct implications for managing COVID-19 patients, the approach presented serves as an example how data can be employed in future pandemics or crises.
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Affiliation(s)
- Sara Saadatmand
- Computational Intelligence and Intelligent Optimization Research Group, Persian Gulf University, Bushehr, 75169 Iran
| | - Khodakaram Salimifard
- Computational Intelligence and Intelligent Optimization Research Group, Persian Gulf University, Bushehr, 75169 Iran
| | - Reza Mohammadi
- Section Business Analytics, Amsterdam Business School, University of Amsterdam, Amsterdam, The Netherlands
| | - Alex Kuiper
- Section Business Analytics, Amsterdam Business School, University of Amsterdam, Amsterdam, The Netherlands
| | - Maryam Marzban
- Department of Public Health, School of Public Health, Bushehr University of Medical Science, Bushehr, Iran
| | - Akram Farhadi
- The Persian Gulf Tropical Medicine Research Center, The Persian Gulf Biomedical Science Research Institute, Bushehr University of Medical Science, Bushehr, Iran
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Ippolito D, Vernuccio F, Maino C, Cannella R, Giandola T, Ragusi M, Bigiogera V, Capodaglio C, Sironi S. Multiorgan Involvement in SARS-CoV-2 Infection: The Role of the Radiologist from Head to Toe. Diagnostics (Basel) 2022; 12:1188. [PMID: 35626344 PMCID: PMC9140872 DOI: 10.3390/diagnostics12051188] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Revised: 04/29/2022] [Accepted: 05/05/2022] [Indexed: 01/08/2023] Open
Abstract
Radiology plays a crucial role for the diagnosis and management of COVID-19 patients during the different stages of the disease, allowing for early detection of manifestations and complications of COVID-19 in the different organs. Lungs are the most common organs involved by SARS-CoV-2 and chest computed tomography (CT) represents a reliable imaging-based tool in acute, subacute, and chronic settings for diagnosis, prognosis, and management of lung disease and the evaluation of acute and chronic complications. Cardiac involvement can be evaluated by using cardiac computed tomography angiography (CCTA), considered as the best choice to solve the differential diagnosis between the most common cardiac conditions: acute coronary syndrome, myocarditis, and cardiac dysrhythmia. By using compressive ultrasound it's possible to study the peripheral arteries and veins and to exclude the deep vein thrombosis, directly linked to the onset of pulmonary embolism. Moreover, CT and especially MRI can help to evaluate the gastrointestinal involvement and assess hepatic function, pancreas involvement, and exclude causes of lymphocytopenia, thrombocytopenia, and leukopenia, typical of COVID-19 patients. Finally, radiology plays a crucial role in the early identification of renal damage in COVID-19 patients, by using both CT and US. This narrative review aims to provide a comprehensive radiological analysis of commonly involved organs in patients with COVID-19 disease.
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Affiliation(s)
- Davide Ippolito
- Department of Diagnostic Radiology, San Gerardo Hospital, Via Pergolesi 33, 20900 Monza, MB, Italy; (D.I.); (C.M.); (T.G.); (M.R.); (V.B.); (C.C.)
- School of Medicine, University of Milano-Bicocca, Via Cadore 48, 20900 Monza, MB, Italy;
| | - Federica Vernuccio
- Department of Radiology, University Hospital of Padova, Via Nicolò Giustiniani, 2, 35128 Padova, PD, Italy
| | - Cesare Maino
- Department of Diagnostic Radiology, San Gerardo Hospital, Via Pergolesi 33, 20900 Monza, MB, Italy; (D.I.); (C.M.); (T.G.); (M.R.); (V.B.); (C.C.)
| | - Roberto Cannella
- Department of Biomedicine, Neuroscience and Advanced Diagnostics, University of Palermo, Via del Vespro, 129, 90127 Palermo, PA, Italy;
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties (PROMISE), University of Palermo, Via del Vespro, 129, 90127 Palermo, PA, Italy
| | - Teresa Giandola
- Department of Diagnostic Radiology, San Gerardo Hospital, Via Pergolesi 33, 20900 Monza, MB, Italy; (D.I.); (C.M.); (T.G.); (M.R.); (V.B.); (C.C.)
| | - Maria Ragusi
- Department of Diagnostic Radiology, San Gerardo Hospital, Via Pergolesi 33, 20900 Monza, MB, Italy; (D.I.); (C.M.); (T.G.); (M.R.); (V.B.); (C.C.)
| | - Vittorio Bigiogera
- Department of Diagnostic Radiology, San Gerardo Hospital, Via Pergolesi 33, 20900 Monza, MB, Italy; (D.I.); (C.M.); (T.G.); (M.R.); (V.B.); (C.C.)
- School of Medicine, University of Milano-Bicocca, Via Cadore 48, 20900 Monza, MB, Italy;
| | - Carlo Capodaglio
- Department of Diagnostic Radiology, San Gerardo Hospital, Via Pergolesi 33, 20900 Monza, MB, Italy; (D.I.); (C.M.); (T.G.); (M.R.); (V.B.); (C.C.)
- School of Medicine, University of Milano-Bicocca, Via Cadore 48, 20900 Monza, MB, Italy;
| | - Sandro Sironi
- School of Medicine, University of Milano-Bicocca, Via Cadore 48, 20900 Monza, MB, Italy;
- Department of Diagnostic Radiology, H Papa Giovanni XXIII, Piazza OMS 1, 24127 Bergamo, BG, Italy
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11
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Chhatwal J, Basu A. Cost-Effectiveness of Remdesivir for COVID-19 Treatment: What Are We Missing? VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2022; 25:697-698. [PMID: 35315330 PMCID: PMC8933136 DOI: 10.1016/j.jval.2022.02.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/31/2022] [Revised: 02/04/2022] [Accepted: 02/04/2022] [Indexed: 05/03/2023]
Affiliation(s)
- Jagpreet Chhatwal
- Institute for Technology Assessment, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.
| | - Anirban Basu
- The CHOICE Institute, University of Washington, Seattle, WA, USA
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12
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Liao ZM, Zhang ZM, Liu Q. Hydroxychloroquine/chloroquine and the risk of acute kidney injury in COVID-19 patients: a systematic review and meta-analysis. Ren Fail 2022; 44:415-425. [PMID: 35253579 PMCID: PMC8903764 DOI: 10.1080/0886022x.2022.2046609] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Objectives Hydroxychloroquine/chloroquine has been widely used as part of the standard treatment for patients with coronavirus disease 2019 (COVID-19). We conducted a systematic review and meta-analysis to determine whether hydroxychloroquine/chloroquine increases the risk of acute kidney injury (AKI) in COVID-19 patients. Methods PubMed and Embase were searched for related publications from inception to Dec 31, 2021, including randomized controlled trials (RCTs) and non-randomized studies of interventions (NRSIs) comparing the risk of AKI and/or increased creatinine in COVID-19 patients receiving hydroxychloroquine/chloroquine and other controls (active treatment and placebo). We conducted separate meta-analyses for RCTs and NRSIs based on fixed-effect model, with odds ratios (ORs) being considered as effect sizes. Results We included 21 studies in the analysis, with 12 were RCTs. Based on the RCTs, compared to placebo, the OR was 1.19 (95% confidence interval [CI]: 0.86, 1.64; p = .30, n = 4, moderate quality) for AKI and 1.00 (95%CI: 0.64, 1.56; p = .99, n = 5, moderate quality) for increased creatinine for patients received hydroxychloroquine/chloroquine treatment; compared to active treatment, the odds was 1.28 (95%CI: 0.65, 2.53; p = .47, n = 2, low quality) for AKI and 0.64 (95%CI: 0.13, 3.20; p = .59, n = 1, low quality) for increased creatine. Evidence from NRSIs showed slightly increased odds of AKI, with low quality. Conclusion Based on current available studies which were graded as low to moderate quality, there is insufficient evidence to conclude that hydroxychloroquine/chloroquine use is associated with increased risk of AKI or raised creatinine. Abbreviations: AKI: acute kidney injury; COVID-19: Coronavirus Disease 2019; RCT: randomized controlled trials; NRSI: non-randomized studies of interventions; OR: odds ratios; ROBIS-I: Risk Of Bias In Non-randomized Studies – of Interventions
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Affiliation(s)
- Zheng-Ming Liao
- Department of Urology, Hubei Provincial Hospital of Traditional Chinese Medicine, Wuhan, China
| | - Zhong-Min Zhang
- Affiliated Hospital of Hubei University of Chinese Medicine, Wuhan, China
| | - Qi Liu
- Hubei Province Academy of Traditional Chinese Medicine, Wuhan, China
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13
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Mallat J. Special Issue "Pulmonary and Critical Care Practice in the Pandemic of COVID-19". J Clin Med 2022; 11:1336. [PMID: 35268427 PMCID: PMC8910995 DOI: 10.3390/jcm11051336] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Accepted: 02/27/2022] [Indexed: 12/15/2022] Open
Abstract
Severe acute respiratory syndrome coronavirus-2 (SAR-CoV-2), which is responsible for the coronavirus disease 2019 (COVID-19), has hit the world as a global pandemic at an unparalleled scale [...].
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Affiliation(s)
- Jihad Mallat
- Critical Care Institute, Cleveland Clinic Abu Dhabi, Abu Dhabi 112412, United Arab Emirates;
- Cleveland Clinic Lerner College of Medicine of Case, Western Reserve University, Cleveland, OH 44195, USA
- Faculty of Medicine, Normandy University, UNICAEN, ED 497, 1400 Caen, France
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14
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Shanmugasundaram S, Kubiak A, Dar A, Shrinet A, Chauhan N, Haque H, Kumar A, A Shukla P. High incidence of large bore temporary hemodialysis catheter malfunction in patients with COVID-19 related kidney injury. J Vasc Access 2022; 24:11297298211067332. [PMID: 35000486 DOI: 10.1177/11297298211067332] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
PURPOSE To evaluate the incidence of large bore hemodialysis catheter malfunction in the setting of COVID-19. MATERIALS AND METHODS A retrospective review was performed of all patients who underwent placement of a temporary hemodialysis catheter after developing kidney injury after COVID-19 infection at our institution. Data collected included demographic information, procedure related information, and incidence of replacement due to lumen thrombosis. Groups were compared using students t-test for continuous variables and Fisher's exact test for nominal variables. RESULTS Sixty-four patients (43M, mean age 63.2 ± 13.3) underwent placement of temporary hemodialysis catheter placement for kidney injury related to COVID 19 infection. Thirty-one (48.4%) of catheters were placed via an internal jugular vein (IJV) access and 33 (52.6%) of catheters were placed via a common femoral vein (CFV) access. Overall, 15 (23.4%) catheters required replacement due to catheter dysfunction. There were no differences in demographics in patients who required replacement to those who did not (p > 0.05). Of the replacements, 5/31 (16%) were placed via an IJV access and 10/33 (30.3%) were placed via a CFV access (p = 0.18). The average time to malfunction/replacement was 7.8 ± 4.8 days for catheters placed via an IJ access versus 3.4 ± 3.3 days for catheters placed via a CFV access (p = 0.055). CONCLUSION A high incidence of temporary dialysis catheter lumen dysfunction was present in patients with COVID-19 infection. Catheters placed via a femoral vein access had more frequent dysfunction with shorter indwelling time.
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Affiliation(s)
- Srinidhi Shanmugasundaram
- Division of Vascular and Interventional Radiology, Department of Radiology, Rutgers - New Jersey Medical School, Newark, NJ, USA
| | - Aleksander Kubiak
- Division of Vascular and Interventional Radiology, Department of Radiology, Rutgers - New Jersey Medical School, Newark, NJ, USA
| | - Aleena Dar
- Division of Vascular and Interventional Radiology, Department of Radiology, Rutgers - New Jersey Medical School, Newark, NJ, USA
| | - Abhishek Shrinet
- Division of Vascular and Interventional Radiology, Department of Radiology, Rutgers - New Jersey Medical School, Newark, NJ, USA
| | - Nirav Chauhan
- Division of Vascular and Interventional Radiology, Department of Radiology, Rutgers - New Jersey Medical School, Newark, NJ, USA
| | - Humza Haque
- Division of Vascular and Interventional Radiology, Department of Radiology, Rutgers - New Jersey Medical School, Newark, NJ, USA
| | - Abhishek Kumar
- Division of Vascular and Interventional Radiology, Department of Radiology, Rutgers - New Jersey Medical School, Newark, NJ, USA
| | - Pratik A Shukla
- Division of Vascular and Interventional Radiology, Department of Radiology, Rutgers - New Jersey Medical School, Newark, NJ, USA
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15
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Cau A, Cheng MP, Lee T, Levin A, Lee TC, Vinh DC, Lamontagne F, Singer J, Walley KR, Murthy S, Patrick D, Rewa O, Winston B, Marshall J, Boyd J, Russell JA. Acute Kidney Injury and Renal Replacement Therapy in COVID-19 Versus Other Respiratory Viruses: A Systematic Review and Meta-Analysis. Can J Kidney Health Dis 2021; 8:20543581211052185. [PMID: 34733538 PMCID: PMC8558598 DOI: 10.1177/20543581211052185] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Accepted: 09/04/2021] [Indexed: 01/08/2023] Open
Abstract
BACKGROUND Acute kidney injury (AKI) is a potentially fatal complication of Coronavirus Disease-2019 (COVID-19). Binding of the Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2), the virus responsible for COVID-19, to its viral receptor, angiotensin converting enzyme 2 (ACE2), results in viral entry and may cause AKI. OBJECTIVES We performed a systematic review and meta-analysis of the frequencies of AKI and renal replacement therapy (RRT) in critically ill COVID-19 patients and compared those frequencies with patients who were infected by respiratory viruses that bind or downregulate ACE2 (ACE2-associated viruses) and viruses that do not bind nor downregulate ACE2 (non-ACE2-associated viruses). DESIGN Systematic review and meta-analysis. SETTING Observational studies on COVID-19 and other respiratory viral infections reporting AKI and RRT were included. The exclusion criteria were non-English articles, non-peer-reviewed articles, review articles, studies that included patients under the age of 18, studies including fewer than 10 patients, and studies not reporting AKI and RRT rates. PATIENTS Adult COVID-19, Severe Acute Respiratory Syndrome (SARS), Middle East Respiratory Syndrome (MERS), and influenza patients. MEASUREMENTS We extracted the following data from the included studies: author, year, study location, age, sex, race, diabetes mellitus, hypertension, chronic kidney disease, shock, vasopressor use, mortality, intensive care unit (ICU) admission, ICU mortality, AKI, and RRT. METHODS We systematically searched PubMed and EMBASE for articles reporting AKI or RRT. AKI was defined by authors of included studies. Critical illness was defined by ICU admission. We performed a random effects meta-analysis to calculate pooled estimates for the AKI and RRT rate within each virus group using a random intercept logistic regression model. RESULTS Of 23 655 hospitalized, critically ill COVID-19 patients, AKI frequencies were not significantly different between COVID-19 patients (51%, 95% confidence interval [CI]: 44%-57%) and critically ill patients infected with ACE2-associated (56%, 95% CI: 37%-74%, P = .610) or non-ACE2-associated viruses (63%, 95% CI: 43%-79%, P = .255). Pooled RRT rates were also not significantly different between critically ill, hospitalized patients with COVID-19 (20%, 95% CI: 16%-24%) and ACE2-associated viruses (18%, 95% CI: 8%-33%, P = .747). RRT rates for both COVID-19 and ACE2-associated viruses were significantly different (P < .001 for both) from non-ACE2-associated viruses (49%, 95% CI: 44%-54%). After adjusting for shock or vasopressor use, AKI and RRT rates were not significantly different between groups. LIMITATIONS Limitations of this study include the heterogeneity of definitions of AKI that were used across different virus studies. We could not match severity of infection or do propensity matching across studies. Most of the included studies were conducted in retrospective fashion. Last, we did not include non-English publications. CONCLUSIONS Our findings suggest that viral ACE2 association does not significantly alter the rates of AKI and RRT among critically ill patients admitted to the ICU. However, the rate of RRT is lower in patients with COVID-19 or ACE2-associated viruses when compared with patients infected with non-ACE2-binding viruses, which might partly be due to the lower frequencies of shock and use of vasopressors in these two virus groups. Prospective studies are necessary to demonstrate whether modulation of the ACE2 axis with Renin-Angiotensin System inhibitors impacts the rates of AKI and whether they are beneficial or harmful in COVID-19 patients.
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Affiliation(s)
- A. Cau
- The University of British Columbia, Vancouver, BC, Canada
| | - M. P. Cheng
- Department of Medicine, McGill University, Montreal, QC, Canada
| | - Terry Lee
- Centre for Health Evaluation & Outcomes Science, The University of British Columbia, Vancouver, BC, Canada
| | - A. Levin
- Division of Nephrology, St. Paul’s Hospital, Vancouver, BC, Canada
| | - T. C. Lee
- Department of Medicine, McGill University, Montreal, QC, Canada
| | - D. C. Vinh
- Department of Medicine, McGill University, Montreal, QC, Canada
| | | | - J. Singer
- Centre for Health Evaluation & Outcomes Science, The University of British Columbia, Vancouver, BC, Canada
| | - K. R. Walley
- Centre for Heart Lung Innovation, St. Paul’s Hospital and The University of British Columbia, Vancouver, BC, Canada
| | - S. Murthy
- BC Children’s Hospital, The University of British Columbia, Vancouver, BC, Canada
| | - D. Patrick
- British Columbia Centre for Disease Control and The University of British Columbia, Vancouver, BC, Canada
| | - O. Rewa
- University of Alberta, Edmonton, AB, Canada
| | - B. Winston
- University of Calgary, Calgary, AB, Canada
| | - J. Marshall
- St. Michael’s Hospital, University of Toronto, Toronto, ON, Canada
| | - J. Boyd
- Centre for Heart Lung Innovation, St. Paul’s Hospital and The University of British Columbia, Vancouver, BC, Canada
| | - JA Russell
- Centre for Heart Lung Innovation, St. Paul’s Hospital and The University of British Columbia, Vancouver, BC, Canada
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16
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Marques F, Gameiro J, Oliveira J, Fonseca JA, Duarte I, Bernardo J, Branco C, Costa C, Carreiro C, Braz S, Lopes JA. Acute Kidney Disease and Mortality in Acute Kidney Injury Patients with COVID-19. J Clin Med 2021; 10:4599. [PMID: 34640618 PMCID: PMC8509682 DOI: 10.3390/jcm10194599] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2021] [Revised: 09/26/2021] [Accepted: 10/03/2021] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND The incidence of AKI in coronavirus disease 2019 (COVID-19) patients is variable and has been associated with worse prognosis. A significant number of patients develop persistent kidney damage defined as Acute Kidney Disease (AKD). There is a lack of evidence on the real impact of AKD on COVID-19 patients. We aim to identify risk factors for the development of AKD and its impact on mortality in COVID-19 patients. METHODS Retrospective analysis of COVID-19 patients with AKI admitted at the Centro Hospitalar Universitário Lisboa Norte between March and August of 2020. The Kidney Disease Improving Global Outcomes (KDIGO) classification was used to define AKI. AKD was defined by presenting at least KDIGO Stage 1 criteria for >7 days after an AKI initiating event. RESULTS In 339 COVID-19 patients with AKI, 25.7% patients developed AKD (n = 87). The mean age was 71.7 ± 17.0 years, baseline SCr was 1.03 ± 0.44 mg/dL, and the majority of patients were classified as KDIGO stage 3 AKI (54.3%). The in-hospital mortality was 18.0% (n = 61). Presence of hypertension (p = 0.006), CKD (p < 0.001), lower hemoglobin (p = 0.034) and lower CRP (p = 0.004) at the hospital admission and nephrotoxin exposure (p < 0.001) were independent risk factors for the development of AKD. Older age (p = 0.003), higher serum ferritin at admission (p = 0.008) and development of AKD (p = 0.029) were independent predictors of in-hospital mortality in COVID-19-AKI patients. CONCLUSIONS AKD was significantly associated with in-hospital mortality in this population of COVID-19-AKI patients. Considering the significant risk of mortality in AKI patients, it is of paramount importance to identify the subset of higher risk patients.
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Affiliation(s)
- Filipe Marques
- Division of Nephrology and Renal Transplantation, Department of Medicine, Centro Hospitalar Universitário Lisboa Norte, EPE, 1649-028 Lisbon, Portugal; (J.G.); (J.O.); (J.A.F.); (I.D.); (J.B.); (C.B.); (C.C.); (C.C.); (S.B.); (J.A.L.)
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17
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Diniz LRL, Elshabrawy HA, Souza MTDS, Duarte ABS, Datta S, de Sousa DP. Catechins: Therapeutic Perspectives in COVID-19-Associated Acute Kidney Injury. Molecules 2021; 26:5951. [PMID: 34641495 PMCID: PMC8512361 DOI: 10.3390/molecules26195951] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2021] [Revised: 09/21/2021] [Accepted: 09/22/2021] [Indexed: 12/14/2022] Open
Abstract
Data obtained from several intensive care units around the world have provided substantial evidence of the strong association between impairment of the renal function and in-hospital deaths of critically ill COVID-19 patients, especially those with comorbidities and requiring renal replacement therapy (RRT). Acute kidney injury (AKI) is a common renal disorder of various etiologies characterized by a sudden and sustained decrease of renal function. Studies have shown that 5-46% of COVID-19 patients develop AKI during hospital stay, and the mortality of those patients may reach up to 100% depending on various factors, such as organ failures and RRT requirement. Catechins are natural products that have multiple pharmacological activities, including anti-coronavirus and reno-protective activities against kidney injury induced by nephrotoxic agents, obstructive nephropathies and AKI accompanying metabolic and cardiovascular disorders. Therefore, in this review, we discuss the anti-SARS-CoV-2 and reno-protective effects of catechins from a mechanistic perspective. We believe that catechins may serve as promising therapeutics in COVID-19-associated AKI due to their well-recognized anti-SARS-CoV-2, and antioxidant and anti-inflammatory properties that mediate their reno-protective activities.
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Affiliation(s)
| | - Hatem A. Elshabrawy
- Department of Molecular and Cellular Biology, College of Osteopathic Medicine, Sam Houston State University, Conroe, TX 77304, USA;
| | | | | | - Sabarno Datta
- College of Osteopathic Medicine, Sam Houston State University, Conroe, TX 77304, USA;
| | - Damião Pergentino de Sousa
- Department of Pharmaceutical Sciences, Federal University of Paraíba, João Pessoa 58051-970, PB, Brazil;
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18
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Wang R, He M, Kang Y. Hypophosphatemia at Admission is Associated with Increased Mortality in COVID-19 Patients. Int J Gen Med 2021; 14:5313-5322. [PMID: 34526806 PMCID: PMC8435477 DOI: 10.2147/ijgm.s319717] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2021] [Accepted: 08/18/2021] [Indexed: 02/05/2023] Open
Abstract
Background Electrolyte disturbances are commonly observed in patients with coronavirus disease 2019 (COVID-19) and associated with outcome in these patients. Our study was designed to examine whether hypophosphatemia is associated with mortality in COVID-19 patients. Methods Patients diagnosed with COVID-19 and hospitalized in Renmin Hospital of Wuhan University between January 30 and February 24, 2020 were included in this study. Patients were divided into two groups, a hypophosphatemia group and a non-hypophosphatemia group, based on a serum phosphate level of 0.8 mmol/L. Logistic regression was performed to analyze the relationship between hypophosphatemia and mortality. A locally weighted scatterplot smoothing (LOWESS) curve was plotted to show the detailed association between mortality rate and serum phosphate level. A Kaplan–Meier survival curve was drawn to compare the difference in cumulative survival between the two groups. Results Hypophosphatemia at admission occurred in 33 patients, with an incidence of 7.6%. The hypophosphatemia group had a significantly higher incidence of respiratory failure (54.5% vs 32.6%, p=0.013) and mortality (57.6% vs 15.2%, p<0.001). Multivariate logistic regression indicated that age (OR=1.059, p<0.001), oxygen saturation (OR=0.733, p<0.001), white blood cells (OR=1.428, p<0.001), lymphocytes (OR=0.075, p<0.001) and hypophosphatemia (OR=3.636, p=0.015) were independently associated with mortality in the included patients. The hypophosphatemia group had significantly shorter survival than the non-hypophosphatemia group (p<0.001). Conclusion Hypophosphatemia at admission is associated with increased mortality in COVID-19 patients. More attention and medical care should be given to COVID-19 patients with hypophosphatemia at admission.
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Affiliation(s)
- Ruoran Wang
- Department of Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan Province, People's Republic of China
| | - Min He
- Department of Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan Province, People's Republic of China.,COVID19 Medical Team (Hubei) of West China Hospital, Sichuan University, Chengdu, People's Republic of China
| | - Yan Kang
- Department of Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan Province, People's Republic of China.,COVID19 Medical Team (Hubei) of West China Hospital, Sichuan University, Chengdu, People's Republic of China
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19
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Qu J, Zhu HH, Huang XJ, He GF, Liu JY, Huang JJ, Chen Y, Qu Q, Wu YL, Chen XY, Lu Q. Abnormal Indexes of Liver and Kidney Injury Markers Predict Severity in COVID-19 Patients. Infect Drug Resist 2021; 14:3029-3040. [PMID: 34408447 PMCID: PMC8364353 DOI: 10.2147/idr.s321915] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2021] [Accepted: 07/21/2021] [Indexed: 01/08/2023] Open
Abstract
BACKGROUND SARS-CoV-2 can damage not only the lungs but also the liver and kidney. Most critically ill patients with coronavirus disease 2019 (COVID-19) have liver and kidney dysfunction. We aim to investigate the levels of liver and kidney function indexes in mild and severe COVID-19 patients and their capability to predict the severity of the disease. METHODS The characteristics and laboratory indexes were compared between patients with different conditions. We applied binary logistic regression to find the independent risk factors of severe patients. Receiver operating characteristic (ROC) analysis was used to predict the severity of COVID-19 using the liver and kidney function indexes. RESULTS This study enrolled 266 COVID-19 patients, including 235 mild patients and 31 severe patients. Compared with mild patients, severe patients had lower albumin (ALB) and higher alanine aminotransferase (ALT), aspartate aminotransferase (AST), and urea nitrogen (BUN) (all p<0.001). Binary logistic regression analysis also identified ALB [OR=0.273 (0.079-0.947), p=0.041] and ALT [OR=2.680 (1.036-6.934), p=0.042] as independent factors of severe COVID-19 patients. Combining ALB, ALT, BUN, and LDH exhibited the area under ROC at 0.914, with a sensitivity of 86.7% and specificity of 83.0%. CONCLUSION COVID-19 patients, especially severe patients, have damage to liver and kidney function. ALT, AST, LDH, and BUN could be independent factors for predicting the severity of COVID-19. Combining the ALB, ALT, BUN, and LDH could predict the transition from mild to severe in COVID-19 patients.
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Affiliation(s)
- Jian Qu
- Department of Pharmacy, the Second Xiangya Hospital, Central South University; Institute of Clinical Pharmacy, Central South University, Changsha, 410011, People’s Republic of China
| | - Hai-Hong Zhu
- Department of Pharmacy, the Second Xiangya Hospital, Central South University; Institute of Clinical Pharmacy, Central South University, Changsha, 410011, People’s Republic of China
| | - Xue-Jian Huang
- Department of Pharmacy, the Second Xiangya Hospital, Central South University; Institute of Clinical Pharmacy, Central South University, Changsha, 410011, People’s Republic of China
| | - Ge-Fei He
- Department of Pharmacy, The First Hospital of Changsha, Changsha, 410005, People’s Republic of China
| | - Ji-Yang Liu
- Department of Pharmacy, The First Hospital of Changsha, Changsha, 410005, People’s Republic of China
| | - Juan-Juan Huang
- Department of Pharmacy, The First Hospital of Changsha, Changsha, 410005, People’s Republic of China
| | - Ying Chen
- Department of Pharmacy, Wuhan University, Renmin Hospital, Wuhan, 430060, People’s Republic of China
| | - Qiang Qu
- Department of Pharmacy, Xiangya Hospital, Central South University, Changsha, 410007, People’s Republic of China
| | - Ya-Li Wu
- Department of Pharmacy, Hunan Provincial Maternal and Child Health Care Hospital, Changsha, 410000, People’s Republic of China
| | - Xiang-Yu Chen
- Department of Radiology, the Second Xiangya Hospital, Central South University, Changsha, 410011, People’s Republic of China
| | - Qiong Lu
- Department of Pharmacy, the Second Xiangya Hospital, Central South University; Institute of Clinical Pharmacy, Central South University, Changsha, 410011, People’s Republic of China
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Verney C, Legouis D, Voiriot G, Fartoukh M, Labbé V. Inappropriate Heart Rate Response to Hypotension in Critically Ill COVID-19-Associated Acute Kidney Injury. J Clin Med 2021; 10:1317. [PMID: 33806780 PMCID: PMC8005163 DOI: 10.3390/jcm10061317] [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: 02/22/2021] [Revised: 03/18/2021] [Accepted: 03/18/2021] [Indexed: 01/22/2023] Open
Abstract
Angiotensin-converting enzyme 2 (ACE2) receptor of severe acute respiratory syndrome coronavirus 2 is involved in baroreflex control mechanisms. We hypothesize that severe coronavirus infectious disease 2019 (COVID-19) patients may show an alteration in baroreflex-mediated heart rate changes in response to arterial hypotension. A pilot study was conducted to assess the response to hypotension in relation to continuous venovenous hemodiafiltration (CVVHDF) in critically ill patients with PCR-confirmed COVID-19 (from February to April 2020) and in critically ill non-COVID-19 patients with sepsis (from February 2018 to February 2020). The endpoint was a change in the heart rate in response to CVVHDF-induced hypotension. The association between COVID-19 status and heart rate change was estimated using linear regression. The study population included 6 COVID-19 patients (67% men; age 58 (53-64) years) and 12 critically ill non-COVID-19 patients (58% men; age 67 (51-71) years). Baseline characteristics, laboratory findings, hemodynamic parameters, and management before CVVHDF-induced hypotension were similar between the two groups, with the exception of a higher positive end-expiratory pressure and doses of propofol and midazolam administered in COVID-19 patients. Changes in the heart rate were significantly lower in COVID-19 patients as compared to critically ill non-COVID-19 patients (-7 (-9; -2) vs. 2 (2;5) bpm, p = 0.003), while the decrease in mean arterial blood pressure was similar between groups. The COVID-19 status was independently associated with a lower change in the heart rate (-11 (-20; -2) bpm; p = 0.03). Our findings suggest an inappropriate heart rate response to hypotension in severe COVID-19 patients compared to critically ill non-COVID-19 patients.
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Affiliation(s)
- Charles Verney
- Service de Médecine Intensive Réanimation, Hôpital Tenon, Département Médico-Universitaire APPROCHES, Assistance Publique-Hôpitaux de Paris (AP-HP), 75020 Paris, France; (C.V.); (G.V.); (M.F.)
- Service de Maladie Infectieuses et Tropicales, Hôpital Tenon, Assistance Publique-Hôpitaux de Paris (AP-HP), 75020 Paris, France
| | - David Legouis
- Division of Intensive Care, Department of Acute Medicine, University Hospital of Geneva, 1205 Geneva, Switzerland;
- Laboratory of Nephrology, Department of Medicine, University Hospitals of Geneva, 1205 Geneva, Switzerland
- Department of Cell Physiology, Faculty of Medicine, University of Geneva, 1205 Geneva, Switzerland
| | - Guillaume Voiriot
- Service de Médecine Intensive Réanimation, Hôpital Tenon, Département Médico-Universitaire APPROCHES, Assistance Publique-Hôpitaux de Paris (AP-HP), 75020 Paris, France; (C.V.); (G.V.); (M.F.)
- Sorbonne Université, 75006 Paris, France
- Groupe de Recherche Clinique CARMAS, Université Paris Est Créteil, 94000 Créteil, France
| | - Muriel Fartoukh
- Service de Médecine Intensive Réanimation, Hôpital Tenon, Département Médico-Universitaire APPROCHES, Assistance Publique-Hôpitaux de Paris (AP-HP), 75020 Paris, France; (C.V.); (G.V.); (M.F.)
- Sorbonne Université, 75006 Paris, France
- Groupe de Recherche Clinique CARMAS, Université Paris Est Créteil, 94000 Créteil, France
| | - Vincent Labbé
- Service de Médecine Intensive Réanimation, Hôpital Tenon, Département Médico-Universitaire APPROCHES, Assistance Publique-Hôpitaux de Paris (AP-HP), 75020 Paris, France; (C.V.); (G.V.); (M.F.)
- Sorbonne Université, 75006 Paris, France
- Groupe de Recherche Clinique CARMAS, Université Paris Est Créteil, 94000 Créteil, France
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