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Otis JL, Parker NM, Busch RA. Nutrition support for patients with renal dysfunction in the intensive care unit: A narrative review. Nutr Clin Pract 2025; 40:35-53. [PMID: 39446967 PMCID: PMC11713211 DOI: 10.1002/ncp.11231] [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: 04/03/2024] [Revised: 09/20/2024] [Accepted: 09/27/2024] [Indexed: 10/26/2024] Open
Abstract
Providing optimal nutrition support in the intensive care unit (ICU) is a challenging and dynamic process. Energy, protein, fluid, electrolyte, and micronutrient requirements all can be altered in patients with acute, chronic, and acute-on-chronic kidney disease. Given that renal dysfunction occurs in up to one-half of ICU patients, it is imperative that nutrition support providers understand how renal dysfunction, its metabolic consequences, and its treatments, including renal replacement therapy (RRT), affect patients' nutrition needs. Data on nutrient requirements in critically ill patients with renal dysfunction are sparse. This article provides an overview of renal dysfunction in the ICU and identifies and addresses the unique nutrition challenges present among these patients, including those receiving RRT, as supported by the available literature and guidelines.
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Affiliation(s)
- Joanna L. Otis
- Department of Clinical NutritionUniversity of Wisconsin Hospital and ClinicsMadisonWisconsinUSA
| | - Nicholas M. Parker
- Department of PharmacyUniversity of Wisconsin Hospital and ClinicsMadisonWisconsinUSA
| | - Rebecca A. Busch
- Division of Acute Care and Regional General Surgery, Department of SurgeryUniversity of Wisconsin School of Medicine and Public HealthMadisonWisconsinUSA
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An S, Ye Z, Che W, Gao Y, Ren J, Li J, Zheng J. Predictive value of stress hyperglycemia ratio on one-year mortality in chronic kidney disease patients admitted to intensive care unit. BMC Nephrol 2024; 25:358. [PMID: 39420295 PMCID: PMC11487764 DOI: 10.1186/s12882-024-03823-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Accepted: 10/15/2024] [Indexed: 10/19/2024] Open
Abstract
BACKGROUND Stress Hyperglycemia Ratio (SHR) reflects the acute blood glucose variation in critically ill conditions. However, its prognostic value in chronic kidney disease (CKD) remains understudied. This study aimed to investigate the association between SHR and one-year mortality in CKD patients hospitalized in the Intensive Care Unit (ICU). METHODS Patients with diagnosis of CKD in the Medical Information Mart for Intensive Care IV (MIMIC-IV) database were enrolled. Incidence of all-cause mortality within one-year follow-up was used as the primary endpoint. RESULTS 1825 CKD patients were included in the study. A "U-shaped" relationship between SHR and one-year mortality as identified using multivariate restricted cubic spline (RCS) analysis. Then study population were categorized into three groups: Group 1 (SHR < 0.70), Group 2 (0.70 ≤ SHR ≤ 0.95) and Group 3 (SHR > 0.95). Group 2 showed significantly better one-year outcomes compared to the other two groups (p = 0.0031). This survival benefit persisted across subgroup analyses stratified by age, sex, CKD stage, anemia and various clinical conditions. CONCLUSION SHR proved to be a meaningful biomarker for predicting one-year mortality in ICU-admitted CKD patients, with a "U-shaped" correlation. The identification of the optimal SHR range (0.70-0.95) provided clinicians with a valuable tool for detecting high-risk populations.
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Affiliation(s)
- Shuoyan An
- Department of Cardiology, China-Japan Friendship Hospital, No.2 East Yinghua Road, Chaoyang District, Beijing, 100029, China
| | - Zixiang Ye
- Department of Cardiology, Peking University China-Japan Friendship School of Clinical Medicine, Beijing, 100029, China
| | - Wuqiang Che
- Department of Cardiology, China-Japan Friendship Hospital, No.2 East Yinghua Road, Chaoyang District, Beijing, 100029, China
| | - Yanxiang Gao
- Department of Cardiology, China-Japan Friendship Hospital, No.2 East Yinghua Road, Chaoyang District, Beijing, 100029, China
| | - Jingyi Ren
- Department of Cardiology, China-Japan Friendship Hospital, No.2 East Yinghua Road, Chaoyang District, Beijing, 100029, China
| | - Jiahui Li
- Department of Cardiology, China-Japan Friendship Hospital, No.2 East Yinghua Road, Chaoyang District, Beijing, 100029, China.
| | - Jingang Zheng
- Department of Cardiology, China-Japan Friendship Hospital, No.2 East Yinghua Road, Chaoyang District, Beijing, 100029, China.
- Department of Cardiology, Peking University China-Japan Friendship School of Clinical Medicine, Beijing, 100029, China.
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Coutinho NFR, Libório AB. Short- and long-term outcomes in critically ill patients with primary glomerular disease: a case‒control study. BMC Nephrol 2024; 25:336. [PMID: 39379839 PMCID: PMC11463142 DOI: 10.1186/s12882-024-03766-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2024] [Accepted: 09/19/2024] [Indexed: 10/10/2024] Open
Abstract
INTRODUCTION Glomerular diseases, encompassing primary and secondary forms, pose significant morbidity and mortality risks. Despite their impact, little is known about critically ill patients with primary glomerulopathy admitted to the intensive care unit (ICU). METHODS We conducted a case‒control study of patients with primary glomerulopathy using the Medical Information Mart for Intensive Care IV database. Demographic, clinical, and outcome data were collected. Logistic regression and mediation analysis were performed to identify predictors of hospital and long-term mortality. RESULTS Among 50,920 patients, 307 with primary glomerulopathy were included. Infectious and cardiovascular-related causes were the main reasons for ICU admission, with sepsis being diagnosed in more than half of the patients during their ICU stay. The hospital mortality rate was similar to that of the control group, with a long-term mortality rate of 29.0% three years post-ICU discharge. Reduced urine output and serum albumin were identified as independent predictors of hospital mortality, while serum albumin and the Charlson comorbidity index were significantly associated with long-term mortality. Notably, although acute kidney injury was frequent, it was not significantly associated with mortality. Additionally, reduced urine output mediates nearly 25% of the association between serum albumin and hospital mortality. CONCLUSION Critically ill patients with primary glomerulopathy exhibit unique characteristics and outcomes. Although hospital mortality was comparable to that of the control group, long-term mortality remained high. The serum albumin concentration and Charlson Comorbidity Index score emerged as robust predictors of long-term mortality, highlighting the importance of comprehensive risk assessment in this population. The lack of an association between acute kidney injury and mortality suggests the need for further research to understand the complex interplay of factors influencing outcomes in this patient population.
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Affiliation(s)
| | - Alexandre Braga Libório
- Medical Sciences Postgraduate Program, Universidade de Fortaleza- UNIFOR, Fortaleza, Ceará, Brazil.
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Takkavatakarn K, Oh W, Chan L, Hofer I, Shawwa K, Kraft M, Shah N, Kohli-Seth R, Nadkarni GN, Sakhuja A. Machine learning derived serum creatinine trajectories in acute kidney injury in critically ill patients with sepsis. Crit Care 2024; 28:156. [PMID: 38730421 PMCID: PMC11084026 DOI: 10.1186/s13054-024-04935-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2024] [Accepted: 04/29/2024] [Indexed: 05/12/2024] Open
Abstract
BACKGROUND Current classification for acute kidney injury (AKI) in critically ill patients with sepsis relies only on its severity-measured by maximum creatinine which overlooks inherent complexities and longitudinal evaluation of this heterogenous syndrome. The role of classification of AKI based on early creatinine trajectories is unclear. METHODS This retrospective study identified patients with Sepsis-3 who developed AKI within 48-h of intensive care unit admission using Medical Information Mart for Intensive Care-IV database. We used latent class mixed modelling to identify early creatinine trajectory-based classes of AKI in critically ill patients with sepsis. Our primary outcome was development of acute kidney disease (AKD). Secondary outcomes were composite of AKD or all-cause in-hospital mortality by day 7, and AKD or all-cause in-hospital mortality by hospital discharge. We used multivariable regression to assess impact of creatinine trajectory-based classification on outcomes, and eICU database for external validation. RESULTS Among 4197 patients with AKI in critically ill patients with sepsis, we identified eight creatinine trajectory-based classes with distinct characteristics. Compared to the class with transient AKI, the class that showed severe AKI with mild improvement but persistence had highest adjusted risks for developing AKD (OR 5.16; 95% CI 2.87-9.24) and composite 7-day outcome (HR 4.51; 95% CI 2.69-7.56). The class that demonstrated late mild AKI with persistence and worsening had highest risks for developing composite hospital discharge outcome (HR 2.04; 95% CI 1.41-2.94). These associations were similar on external validation. CONCLUSIONS These 8 classes of AKI in critically ill patients with sepsis, stratified by early creatinine trajectories, were good predictors for key outcomes in patients with AKI in critically ill patients with sepsis independent of their AKI staging.
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Affiliation(s)
- Kullaya Takkavatakarn
- Division of Nephrology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Division of Nephrology, Department of Medicine, King Chulalongkorn Memorial Hospital, Chulalongkorn University, Bangkok, Thailand
| | - Wonsuk Oh
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Lili Chan
- Division of Nephrology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Division of Data Driven and Digital Medicine, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Ira Hofer
- Division of Data Driven and Digital Medicine, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Anesthesiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Khaled Shawwa
- Division of Nephrology, Department of Medicine, West Virginia University, Morgantown, WV, USA
| | - Monica Kraft
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Neomi Shah
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Roopa Kohli-Seth
- Institute for Critical Care Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Girish N Nadkarni
- Division of Nephrology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Division of Data Driven and Digital Medicine, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Ankit Sakhuja
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
- Division of Data Driven and Digital Medicine, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
- Institute for Critical Care Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
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Tien YT, Chen WJ, Huang CH, Chen WT, Ong HN, Huang TM, Chang WT, Tsai MS. Impact of Postarrest Vasoactive-Inotropic Score on Acute Kidney Injury in Cardiac Arrest Survivors: A Retrospective Cohort Study. Rev Cardiovasc Med 2024; 25:4. [PMID: 39077639 PMCID: PMC11262340 DOI: 10.31083/j.rcm2501004] [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: 08/05/2023] [Revised: 09/01/2023] [Accepted: 09/06/2023] [Indexed: 07/31/2024] Open
Abstract
Background Postarrest acute kidney injury (AKI) is a major health burden because it is associated with prolonged hospitalization, increased dialysis requirement, high mortality, and unfavorable neurological outcomes. Managing hemodynamic instability during the early postarrest period is critical; however, the role of quantified vasopressor dependence in AKI development in relation to illness severity remains unclear. Methods A retrospective, observational cohort study that enrolled 411 non-traumatic adult cardiac arrest survivors without pre-arrest end-stage kidney disease between January 2017 and December 2019, grouped according to their baseline kidney function. The criteria for kidney injury were based on the Kidney Disease: Improving Global Outcomes definition and AKI staging system. The degree of vasopressor dependence within the first 24 h following return of spontaneous circulation (ROSC) was presented using the maximum vasoactive-inotropic score ( VIS max ). Results Of the 411 patients, 181 (44%) had early AKI after ROSC. Patients with AKI showed an increased risk of in-hospital mortality (adjusted OR [aOR] 5.40, 95% CI 3.36-8.69, p < 0.001) and unfavorable neurological outcome (aOR 5.70, 95% CI 3.45-9.43, p < 0.001) compared to patients without AKI. The risk of adverse outcomes increased with illness severity. Patients with vasopressor support had an increased risk of early AKI. A low VIS max was associated with AKI stage 1-2 (aOR 2.51, 95% CI 1.20-5.24), whereas a high VIS max was associated with an increased risk for AKI stage 3 (aOR 2.46, 95% CI 1.28-4.75). Conclusions Early AKI is associated with an increased risk of in-hospital mortality and unfavorable neurologic recovery in cardiac arrest survivors. Postarrest VIS max is an independent predictor of the development and severity of AKI following ROSC, regardless of baseline kidney function.
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Affiliation(s)
- Yu-Tzu Tien
- Department of Emergency Medicine, National Taiwan University Medical College and Hospital, 100233 Taipei, Taiwan
| | - Wen-Jone Chen
- Department of Emergency Medicine, National Taiwan University Medical College and Hospital, 100233 Taipei, Taiwan
- Department of Internal Medicine (Cardiology Division), National Taiwan University Medical College and Hospital, 100233 Taipei, Taiwan
| | - Chien-Hua Huang
- Department of Emergency Medicine, National Taiwan University Medical College and Hospital, 100233 Taipei, Taiwan
| | - Wei-Ting Chen
- Department of Emergency Medicine, National Taiwan University Medical College and Hospital, 100233 Taipei, Taiwan
| | - Hooi-Nee Ong
- Department of Emergency Medicine, National Taiwan University Medical College and Hospital, 100233 Taipei, Taiwan
| | - Tao-Ming Huang
- Department of Internal Medicine (Nephrology Division), National Taiwan University Medical College and Hospital, 100233 Taipei, Taiwan
| | - Wei-Tien Chang
- Department of Emergency Medicine, National Taiwan University Medical College and Hospital, 100233 Taipei, Taiwan
| | - Min-Shan Tsai
- Department of Emergency Medicine, National Taiwan University Medical College and Hospital, 100233 Taipei, Taiwan
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Teixeira JP, Mayer KP, Griffin BR, George N, Jenkins N, Pal CA, González-Seguel F, Neyra JA. Intensive Care Unit-Acquired Weakness in Patients With Acute Kidney Injury: A Contemporary Review. Am J Kidney Dis 2023; 81:336-351. [PMID: 36332719 PMCID: PMC9974577 DOI: 10.1053/j.ajkd.2022.08.028] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2022] [Accepted: 08/31/2022] [Indexed: 11/06/2022]
Abstract
Acute kidney injury (AKI) and intensive care unit-acquired weakness (ICU-AW) are 2 frequent complications of critical illness that, until recently, have been considered unrelated processes. The adverse impact of AKI on ICU mortality is clear, but its relationship with muscle weakness-a major source of ICU morbidity-has not been fully elucidated. Furthermore, improving ICU survival rates have refocused the field of intensive care toward improving long-term functional outcomes of ICU survivors. We begin our review with the epidemiology of AKI in the ICU and of ICU-AW, highlighting emerging data suggesting that AKI and AKI treated with kidney replacement therapy (AKI-KRT) may independently contribute to the development of ICU-AW. We then delve into human and animal data exploring the pathophysiologic mechanisms linking AKI and acute KRT to muscle wasting, including altered amino acid and protein metabolism, inflammatory signaling, and deleterious removal of micronutrients by KRT. We next discuss the currently available interventions that may mitigate the risk of ICU-AW in patients with AKI and AKI-KRT. We conclude that additional studies are needed to better characterize the epidemiologic and pathophysiologic relationship between AKI, AKI-KRT, and ICU-AW and to prospectively test interventions to improve the long-term functional status and quality of life of AKI survivors.
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Affiliation(s)
- J Pedro Teixeira
- Division of Nephrology, Department of Internal Medicine, University of New Mexico, Albuquerque, New Mexico; Center for Adult Critical Care, University of New Mexico, Albuquerque, New Mexico.
| | - Kirby P Mayer
- Department of Physical Therapy, College of Health Sciences, University of Kentucky, Lexington, Kentucky
| | - Benjamin R Griffin
- Division of Nephrology, Department of Internal Medicine, University of Iowa, Iowa City, Iowa
| | - Naomi George
- Center for Adult Critical Care, University of New Mexico, Albuquerque, New Mexico; Department of Emergency Medicine, University of New Mexico, Albuquerque, New Mexico
| | - Nathaniel Jenkins
- Department of Health and Human Physiology, University of Iowa, Iowa City, Iowa
| | - C Anil Pal
- Division of Nephrology, Department of Internal Medicine, University of New Mexico, Albuquerque, New Mexico
| | - Felipe González-Seguel
- Servicio de Medicina Física y Rehabilitación, Facultad de Medicina, Clínica Alemana Universidad del Desarrollo, Santiago, Chile
| | - Javier A Neyra
- Division of Nephrology, Department of Medicine, University of Alabama at Birmingham, Birmingham, Alabama.
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Plasma proteomic characterization of the development of acute kidney injury in early sepsis patients. Sci Rep 2022; 12:19705. [PMID: 36385130 PMCID: PMC9668831 DOI: 10.1038/s41598-022-22457-w] [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: 06/21/2022] [Accepted: 10/14/2022] [Indexed: 11/17/2022] Open
Abstract
Acute kidney injury (AKI) develops frequently in the course of patients with sepsis and strongly associates with in-hospital mortality. However, diagnosing AKI involves a considerable lag-time because it depends on assessing an increase in serum creatinine, and offers no insight in the underlying pathophysiology. Consequently, identifying a set of proteins reflecting the development of AKI may improve earlier recognition of AKI and the understanding of its pathophysiology. A targeted plasma proteomic approach was performed in early sepsis patients with and without subsequent AKI development in a matched pair design (n = 19 each). Principal component analysis identified 53 proteins associated with development of AKI, which were further analysed using Enrichr gene ontology and pathway analysis. Nine differentially expressed proteins from the targeted proteomics were increased among patients who subsequently developed AKI and correlated with principal components, namely CALCA, CALR, CA12, CLEC1A, PTK7, KIM-1, NPPC, NUCB2 and PGF. We demonstrated the biological insight in the development of AKI in early sepsis compared to non-AKI sepsis.
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Liu Y, Zhang Y, Lu Y, Li HT, Yu C. Development and Validation of a Prognostic Nomogram to Predict 30-Day Mortality Risk in Patients with Sepsis-Induced Cardiorenal Syndrome. KIDNEY DISEASES (BASEL, SWITZERLAND) 2022; 8:334-346. [PMID: 36157260 PMCID: PMC9386441 DOI: 10.1159/000524483] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/04/2022] [Accepted: 03/30/2022] [Indexed: 06/16/2023]
Abstract
INTRODUCTION Sepsis-induced cardiorenal syndrome (sepsis-induced CRS) is a devastating medical condition that is frequently associated with a high fatality rate. In this study, we aimed to develop an individualized nomogram that may help clinicians assess 30-day mortality risk in patients diagnosed with sepsis-induced CRS. METHODS A total of 340 patients with sepsis-induced CRS admitted from January 2015 to May 2019 in Shanghai Tongji Hospital were used as a training cohort to develop a nomogram prognostic model. The model was constructed using multivariable logistic analyses and was then externally validated by an independent cohort of 103 patients diagnosed with sepsis-induced CRS from June 2019 to December 2020. The prognostic ability of the nomogram was assessed through discrimination, calibration, and accuracy. RESULTS Five prognostic factors were determined and included in the nomogram: age, Sequential (sepsis-related) Organ Failure Assessment (SOFA) score, vasopressors, baseline serum creatinine, and the rate of change in myoglobin. Our prognostic nomogram showed well-fitted calibration curves and yielded strong discrimination power with the area under the curve of 0.879 and 0.912 in model development and validation, respectively. In addition, the nomogram prognostic model exhibited an evidently higher predictive accuracy than the SOFA score. CONCLUSIONS We developed a prognostic nomogram model for patients with sepsis-induced CRS and externally validated the model in another independent cohort. The nomogram exhibited greater strength in predicting 30-day mortality risk than the SOFA score, which may help clinicians estimate short-term prognosis and modulate therapeutic strategies.
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Affiliation(s)
- Yiguo Liu
- Department of Nephrology, Tongji Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Yingying Zhang
- Department of Nephrology, Tongji Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Yuqiu Lu
- Department of Nephrology, Tongji Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Hao Tian Li
- Faculty of Science, University of Western Ontario, London, Ontario, Canada
| | - Chen Yu
- Department of Nephrology, Tongji Hospital, School of Medicine, Tongji University, Shanghai, China
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Liu Y, Zhang Y, Zhang X, Liu X, Zhou Y, Jin Y, Yu C. Nomogram and Machine Learning Models Predict 1-Year Mortality Risk in Patients With Sepsis-Induced Cardiorenal Syndrome. Front Med (Lausanne) 2022; 9:792238. [PMID: 35573024 PMCID: PMC9099150 DOI: 10.3389/fmed.2022.792238] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2021] [Accepted: 03/31/2022] [Indexed: 11/13/2022] Open
Abstract
Objective Early prediction of long-term outcomes in patients with sepsis-induced cardiorenal syndrome (CRS) remains a great challenge in clinical practice. Herein, we aimed to construct a nomogram and machine learning model for predicting the 1-year mortality risk in patients with sepsis-induced CRS. Methods This retrospective study enrolled 340 patients diagnosed with sepsis-induced CRS in Shanghai Tongji Hospital between January 2015 and May 2019, as a discovery cohort. Two predictive models, the nomogram and machine learning model, were used to predict 1-year mortality. The prognostic variables used to develop the nomogram were identified based on a forward stepwise binary logistic regression, and the predictive ability of the nomogram was evaluated by the areas under the receiver operating characteristic curve (AUC) and the calibration curve. Meanwhile, machine learning (ML) techniques, such as support vector machine, random forest (RF), and gradient boosted decision tree, were assessed mainly by accuracy and AUC. Feature ranking analysis was performed using the ML algorithm. Both nomogram and ML models were externally validated by an independent cohort of 103 patients diagnosed with sepsis-induced CRS between June 2019 and December 2020. Results Age, sequential sepsis-related organ failure score (SOFA), serum myoglobin (MYO), vasopressor use, and mechanical ventilation were identified as independent risk factors for 1-year mortality in the nomogram predictive model. In the discovery cohort, the nomogram yielded higher AUC for predicting mortality than did the SOFA score (0.855 [95% CI: 0.815–0.895] vs. 0.756 [95% CI: 0.705–0.808]). For ML, the model developed by RF showed the highest accuracy (0.765) and AUC (0.854). In feature ranking analysis, factors such as age, MYO, SOFA score, vasopressor use, and baseline serum creatinine were identified as important features affecting 1-year prognosis. Moreover, the nomogram and RF model both performed well in external validation, with an AUC of 0.877 and 0.863, respectively. Conclusion Our nomogram and ML models showed that age, SOFA score, serum MYO levels, and the use of vasopressors during hospitalization were the main factors influencing the risk of long-term mortality. Our models may serve as useful tools for assessing long-term prognosis in patients with sepsis-induced CRS.
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Bruno ME, Mukherjee S, Stromberg AJ, Saito H, Starr ME. Visceral fat-specific regulation of plasminogen activator inhibitor-1 in aged septic mice. J Cell Physiol 2022; 237:706-719. [PMID: 34369600 PMCID: PMC8810697 DOI: 10.1002/jcp.30551] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2021] [Revised: 07/20/2021] [Accepted: 07/23/2021] [Indexed: 01/03/2023]
Abstract
Elevated plasma levels of plasminogen activator inhibitor-1 (PAI-1) are documented in patients with sepsis and levels positively correlate with disease severity and mortality. Our previous work demonstrated that visceral adipose tissues (VAT) are a major source of PAI-1, especially in the aged (murine endotoxemia), that circulating PAI-1 protein levels match the trajectory of PAI-1 transcript levels in VAT (clinical sepsis), and that PAI-1 in both VAT and plasma are positively associated with acute kidney injury (AKI) in septic patients. In the current study utilizing preclinical sepsis models, PAI-1 tissue distribution was examined and cellular sources, as well as mechanisms mediating PAI-1 induction in VAT, were identified. In aged mice with sepsis, PAI-1 gene expression was significantly higher in VAT than in other major organs. VAT PAI-1 gene expression correlated with PAI-1 protein levels in both VAT and plasma. Moreover, VAT and plasma levels of PAI-1 were positively associated with AKI markers, modeling our previous clinical data. Using explant cultures of VAT, we determined that PAI-1 is secreted robustly in response to recombinant transforming growth factor β (TGFβ) and tumor necrosis factor α (TNFα) treatment; however, neutralization was effective only for TNFα indicating that TGFβ is not an endogenous modulator of PAI-1. Within VAT, TNFα was localized to neutrophils and macrophages. PAI-1 protein levels were fourfold higher in stromal vascular fraction (SVF) cells compared with mature adipocytes, and among SVF cells, both immune and nonimmune compartments expressed PAI-1 in a similar fashion. PAI-1 was localized predominantly to macrophages within the immune compartment and preadipocytes and endothelial cells within the nonimmune compartment. Collectively, these results indicate that induction and secretion of PAI-1 from VAT is facilitated by a complex interaction among immune and nonimmune cells. As circulating PAI-1 contributes to AKI in sepsis, understanding PAI-1 regulation in VAT could yield novel strategies for reducing systemic consequences of PAI-1 overproduction.
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Affiliation(s)
- Maria E.C. Bruno
- Aging and Critical Care Research Laboratory, University of Kentucky, Lexington, Kentucky 40536, USA,Department of Surgery, University of Kentucky, Lexington, Kentucky 40536, USA
| | - Sujata Mukherjee
- Aging and Critical Care Research Laboratory, University of Kentucky, Lexington, Kentucky 40536, USA,Department of Pharmacology and Nutritional Sciences, University of Kentucky, Lexington, Kentucky 40536, USA
| | - Arnold J. Stromberg
- Department of Statistics, University of Kentucky, Lexington, Kentucky 40536, USA
| | - Hiroshi Saito
- Aging and Critical Care Research Laboratory, University of Kentucky, Lexington, Kentucky 40536, USA,Department of Surgery, University of Kentucky, Lexington, Kentucky 40536, USA,Department of Pharmacology and Nutritional Sciences, University of Kentucky, Lexington, Kentucky 40536, USA,Department of Physiology, University of Kentucky, Lexington, Kentucky 40536, USA
| | - Marlene E. Starr
- Aging and Critical Care Research Laboratory, University of Kentucky, Lexington, Kentucky 40536, USA,Department of Surgery, University of Kentucky, Lexington, Kentucky 40536, USA,Department of Pharmacology and Nutritional Sciences, University of Kentucky, Lexington, Kentucky 40536, USA
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11
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Li C, Wang W, Xie SS, Ma WX, Fan QW, Chen Y, He Y, Wang JN, Yang Q, Li HD, Jin J, Liu MM, Meng XM, Wen JG. The Programmed Cell Death of Macrophages, Endothelial Cells, and Tubular Epithelial Cells in Sepsis-AKI. Front Med (Lausanne) 2021; 8:796724. [PMID: 34926535 PMCID: PMC8674574 DOI: 10.3389/fmed.2021.796724] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2021] [Accepted: 11/09/2021] [Indexed: 12/12/2022] Open
Abstract
Sepsis is a systemic inflammatory response syndrome caused by infection, following with acute injury to multiple organs. Sepsis-induced acute kidney injury (AKI) is currently recognized as one of the most severe complications related to sepsis. The pathophysiology of sepsis-AKI involves multiple cell types, including macrophages, vascular endothelial cells (ECs) and renal tubular epithelial cells (TECs), etc. More significantly, programmed cell death including apoptosis, necroptosis and pyroptosis could be triggered by sepsis in these types of cells, which enhances AKI progress. Moreover, the cross-talk and connections between these cells and cell death are critical for better understanding the pathophysiological basis of sepsis-AKI. Mitochondria dysfunction and oxidative stress are traditionally considered as the leading triggers of programmed cell death. Recent findings also highlight that autophagy, mitochondria quality control and epigenetic modification, which interact with programmed cell death, participate in the damage process in sepsis-AKI. The insightful understanding of the programmed cell death in sepsis-AKI could facilitate the development of effective treatment, as well as preventive methods.
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Affiliation(s)
- Chao Li
- Inflammation and Immune Mediated Diseases Laboratory of Anhui Province, The Key Laboratory of Anti-Inflammatory of Immune Medicines (Ministry of Education), Anhui Institute of Innovative Drugs, School of Pharmacy, Anhui Medical University, Hefei, China
| | - Wei Wang
- Anhui Province Key Laboratory of Genitourinary Diseases, Department of Urology and Institute of Urology, The First Affiliated Hospital of Anhui Medical University, Anhui Medical University, Hefei, China
| | - Shuai-Shuai Xie
- Inflammation and Immune Mediated Diseases Laboratory of Anhui Province, The Key Laboratory of Anti-Inflammatory of Immune Medicines (Ministry of Education), Anhui Institute of Innovative Drugs, School of Pharmacy, Anhui Medical University, Hefei, China
| | - Wen-Xian Ma
- Inflammation and Immune Mediated Diseases Laboratory of Anhui Province, The Key Laboratory of Anti-Inflammatory of Immune Medicines (Ministry of Education), Anhui Institute of Innovative Drugs, School of Pharmacy, Anhui Medical University, Hefei, China
| | - Qian-Wen Fan
- Inflammation and Immune Mediated Diseases Laboratory of Anhui Province, The Key Laboratory of Anti-Inflammatory of Immune Medicines (Ministry of Education), Anhui Institute of Innovative Drugs, School of Pharmacy, Anhui Medical University, Hefei, China
| | - Ying Chen
- Inflammation and Immune Mediated Diseases Laboratory of Anhui Province, The Key Laboratory of Anti-Inflammatory of Immune Medicines (Ministry of Education), Anhui Institute of Innovative Drugs, School of Pharmacy, Anhui Medical University, Hefei, China
| | - Yuan He
- Inflammation and Immune Mediated Diseases Laboratory of Anhui Province, The Key Laboratory of Anti-Inflammatory of Immune Medicines (Ministry of Education), Anhui Institute of Innovative Drugs, School of Pharmacy, Anhui Medical University, Hefei, China
| | - Jia-Nan Wang
- Inflammation and Immune Mediated Diseases Laboratory of Anhui Province, The Key Laboratory of Anti-Inflammatory of Immune Medicines (Ministry of Education), Anhui Institute of Innovative Drugs, School of Pharmacy, Anhui Medical University, Hefei, China
| | - Qin Yang
- Inflammation and Immune Mediated Diseases Laboratory of Anhui Province, The Key Laboratory of Anti-Inflammatory of Immune Medicines (Ministry of Education), Anhui Institute of Innovative Drugs, School of Pharmacy, Anhui Medical University, Hefei, China
| | - Hai-di Li
- Inflammation and Immune Mediated Diseases Laboratory of Anhui Province, The Key Laboratory of Anti-Inflammatory of Immune Medicines (Ministry of Education), Anhui Institute of Innovative Drugs, School of Pharmacy, Anhui Medical University, Hefei, China
| | - Juan Jin
- Key Laboratory of Anti-inflammatory and Immunopharmacology (Ministry of Education), Department of Pharmacology, Anhui Medical University, Hefei, China
| | - Ming-Ming Liu
- Inflammation and Immune Mediated Diseases Laboratory of Anhui Province, The Key Laboratory of Anti-Inflammatory of Immune Medicines (Ministry of Education), Anhui Institute of Innovative Drugs, School of Pharmacy, Anhui Medical University, Hefei, China
| | - Xiao-Ming Meng
- Inflammation and Immune Mediated Diseases Laboratory of Anhui Province, The Key Laboratory of Anti-Inflammatory of Immune Medicines (Ministry of Education), Anhui Institute of Innovative Drugs, School of Pharmacy, Anhui Medical University, Hefei, China
| | - Jia-Gen Wen
- Inflammation and Immune Mediated Diseases Laboratory of Anhui Province, The Key Laboratory of Anti-Inflammatory of Immune Medicines (Ministry of Education), Anhui Institute of Innovative Drugs, School of Pharmacy, Anhui Medical University, Hefei, China
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Chancharoenthana W, Udompronpitak K, Manochantr Y, Kantagowit P, Kaewkanha P, Issara-Amphorn J, Leelahavanichkul A. Repurposing of High-Dose Erythropoietin as a Potential Drug Attenuates Sepsis in Preconditioning Renal Injury. Cells 2021; 10:3133. [PMID: 34831360 PMCID: PMC8617638 DOI: 10.3390/cells10113133] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2021] [Revised: 11/07/2021] [Accepted: 11/09/2021] [Indexed: 12/29/2022] Open
Abstract
Due to (i) the uremia-enhanced sepsis severity, (ii) the high prevalence of sepsis with pre-existing renal injury and (iii) the non-erythropoiesis immunomodulation of erythropoietin (EPO), EPO was tested in sepsis with pre-existing renal injury models with the retrospective exploration in patients. Then, EPO was subcutaneously administered in mice with (i) cecal ligation and puncture (CLP) after renal injury including 5/6 nephrectomy (5/6Nx-CLP) and bilateral nephrectomy (BiNx-CLP) or sham surgery (sham-CLP) and (ii) lipopolysaccharide (LPS) injection, along with testing in macrophages. In patients, the data of EPO administration and the disease characteristics in patients with sepsis-induced acute kidney injury (sepsis-AKI) were evaluated. As such, increased endogenous EPO was demonstrated in all sepsis models, including BiNx-CLP despite the reduced liver erythropoietin receptor (EPOR), using Western blot analysis and gene expression, in liver (partly through hepatocyte apoptosis). A high-dose EPO, but not a low-dose, attenuated sepsis in mouse models as determined by mortality and serum inflammatory cytokines. Furthermore, EPO attenuated inflammatory responses in LPS-activated macrophages as determined by supernatant cytokines and the expression of several inflammatory genes (iNOS, IL-1β, STAT3 and NFκB). In parallel, patients with sepsis-AKI who were treated with the high-dose EPO showed favorable outcomes, particularly the 29-day mortality rate. In conclusion, high-dose EPO attenuated sepsis with preconditioning renal injury in mice possibly through the macrophage anti-inflammatory effect, which might be beneficial in some patients.
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Affiliation(s)
- Wiwat Chancharoenthana
- Tropical Nephrology Research Unit, Department of Clinical Tropical Medicine, Faculty of Tropical Medicine, Mahidol University, Bangkok 10400, Thailand;
| | - Kanyarat Udompronpitak
- Department of Microbiology, Faculty of Medicine, Chulalongkorn University, Bangkok 10330, Thailand; (K.U.); (Y.M.); (P.K.); (P.K.); (J.I.-A.)
| | - Yolradee Manochantr
- Department of Microbiology, Faculty of Medicine, Chulalongkorn University, Bangkok 10330, Thailand; (K.U.); (Y.M.); (P.K.); (P.K.); (J.I.-A.)
| | - Piyawat Kantagowit
- Department of Microbiology, Faculty of Medicine, Chulalongkorn University, Bangkok 10330, Thailand; (K.U.); (Y.M.); (P.K.); (P.K.); (J.I.-A.)
| | - Ponthakorn Kaewkanha
- Department of Microbiology, Faculty of Medicine, Chulalongkorn University, Bangkok 10330, Thailand; (K.U.); (Y.M.); (P.K.); (P.K.); (J.I.-A.)
| | - Jiraporn Issara-Amphorn
- Department of Microbiology, Faculty of Medicine, Chulalongkorn University, Bangkok 10330, Thailand; (K.U.); (Y.M.); (P.K.); (P.K.); (J.I.-A.)
| | - Asada Leelahavanichkul
- Department of Microbiology, Faculty of Medicine, Chulalongkorn University, Bangkok 10330, Thailand; (K.U.); (Y.M.); (P.K.); (P.K.); (J.I.-A.)
- Translational Research in Inflammation and Immunology Research Unit (TRITU), Department of Microbiology, Chulalongkorn University, Bangkok 10330, Thailand
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13
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Silva JBNF, Calcia TBB, Silva CP, Guilherme RF, Almeida-Souza F, Lemos FS, Calabrese KS, Caruso-Neves C, Neves JS, Benjamim CF. ATRvD1 Attenuates Renal Tubulointerstitial Injury Induced by Albumin Overload in Sepsis-Surviving Mice. Int J Mol Sci 2021; 22:ijms222111634. [PMID: 34769064 PMCID: PMC8583751 DOI: 10.3390/ijms222111634] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2021] [Revised: 10/15/2021] [Accepted: 10/22/2021] [Indexed: 11/16/2022] Open
Abstract
Novel strategies for the prevention and treatment of sepsis-associated acute kidney injury and its long-term outcomes have been required and remain a challenge in critical care medicine. Therapeutic strategies using lipid mediators, such as aspirin-triggered resolvin D1 (ATRvD1), can contribute to the resolution of acute and chronic inflammation. In this study, we examined the potential effect of ATRvD1 on long-term kidney dysfunction after severe sepsis. Fifteen days after cecal ligation and puncture (CLP), sepsis-surviving BALB/c mice were subjected to a tubulointerstitial injury through intraperitoneal injections of bovine serum albumin (BSA) for 7 days, called the subclinical acute kidney injury (subAKI) animal model. ATRvD1 treatment was performed right before BSA injections. On day 22 after CLP, the urinary protein/creatinine ratio (UPC), histologic parameters, fibrosis, cellular infiltration, apoptosis, inflammatory markers levels, and mRNA expression were determined. ATRvD1 treatment mitigated tubulointerstitial injury by reducing proteinuria excretion, the UPC ratio, the glomerular cell number, and extracellular matrix deposition. Pro-fibrotic markers, such as transforming growth factor β (TGFβ), type 3 collagen, and metalloproteinase (MMP)-3 and -9 were reduced after ATRvD1 administration. Post-septic mice treated with ATRvD1 were protected from the recruitment of IBA1+ cells. The interleukin-1β (IL-1β) levels were increased in the subAKI animal model, being attenuated by ATRvD1. Tumor necrosis factor-α (TNF-α), IL-10, and IL-4 mRNA expression were increased in the kidney of BSA-challenged post-septic mice, and it was also reduced after ATRvD1. These results suggest that ATRvD1 protects the kidney against a second insult such as BSA-induced tubulointerstitial injury and fibrosis by suppressing inflammatory and pro-fibrotic mediators in renal dysfunction after sepsis.
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Affiliation(s)
- José Bruno N. F. Silva
- Institute of Microbiology Paulo de Góes (IMPG), Federal University of Rio de Janeiro (UFRJ), Rio de Janeiro 21941-902, Brazil; (J.B.N.F.S.); (R.F.G.)
| | - Thayanne B. B. Calcia
- Institute of Biophysics Carlos Chagas Filho (IBCCF), Federal University of Rio de Janeiro (UFRJ), Rio de Janeiro 21941-902, Brazil; (T.B.B.C.); (C.C.-N.)
| | - Cyntia P. Silva
- Institute of Biomedical Sciences (ICB), Federal University of Rio de Janeiro (UFRJ), Rio de Janeiro 21941-902, Brazil; (C.P.S.); (F.S.L.); (J.S.N.)
| | - Rafael F. Guilherme
- Institute of Microbiology Paulo de Góes (IMPG), Federal University of Rio de Janeiro (UFRJ), Rio de Janeiro 21941-902, Brazil; (J.B.N.F.S.); (R.F.G.)
| | - Fernando Almeida-Souza
- Laboratory of Immunomodulation and Protozoology, Oswaldo Cruz Institute (IOC), Fiocruz, Rio de Janeiro 21040-900, Brazil; (F.A.-S.); (K.S.C.)
- Postgraduate in Animal Science, State University of Maranhão, São Luís 65055-310, Brazil
| | - Felipe S. Lemos
- Institute of Biomedical Sciences (ICB), Federal University of Rio de Janeiro (UFRJ), Rio de Janeiro 21941-902, Brazil; (C.P.S.); (F.S.L.); (J.S.N.)
| | - Kátia S. Calabrese
- Laboratory of Immunomodulation and Protozoology, Oswaldo Cruz Institute (IOC), Fiocruz, Rio de Janeiro 21040-900, Brazil; (F.A.-S.); (K.S.C.)
| | - Celso Caruso-Neves
- Institute of Biophysics Carlos Chagas Filho (IBCCF), Federal University of Rio de Janeiro (UFRJ), Rio de Janeiro 21941-902, Brazil; (T.B.B.C.); (C.C.-N.)
| | - Josiane S. Neves
- Institute of Biomedical Sciences (ICB), Federal University of Rio de Janeiro (UFRJ), Rio de Janeiro 21941-902, Brazil; (C.P.S.); (F.S.L.); (J.S.N.)
| | - Claudia F. Benjamim
- Institute of Biophysics Carlos Chagas Filho (IBCCF), Federal University of Rio de Janeiro (UFRJ), Rio de Janeiro 21941-902, Brazil; (T.B.B.C.); (C.C.-N.)
- Correspondence: or ; Tel.: +55-21-3938-6709
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14
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Arikan H, Ozturk S, Tokgoz B, Dursun B, Seyahi N, Trabulus S, Islam M, Ayar Y, Gorgulu N, Karadag S, Gok M, Akcali E, Bora F, Aydın Z, Altun E, Ahbap E, Polat M, Soypacacı Z, Oguz EG, Koyuncu S, Colak H, Sahin İ, Dolarslan ME, Helvacı O, Kurultak I, Eren Z, Dheir H, Ogutmen MB, Taymez DG, Genek DG, Ozkurt S, Bakır EA, Yuksel E, Sahutoglu T, Oto OA, Boz G, Sengul E, Kara E, Tuglular S. Characteristics and outcomes of acute kidney injury in hospitalized COVID-19 patients: A multicenter study by the Turkish society of nephrology. PLoS One 2021; 16:e0256023. [PMID: 34375366 PMCID: PMC8354466 DOI: 10.1371/journal.pone.0256023] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2021] [Accepted: 07/28/2021] [Indexed: 01/08/2023] Open
Abstract
BACKGROUND Acute kidney injury (AKI) is common in coronavirus disease-2019 (COVID-19) and the severity of AKI is linked to adverse outcomes. In this study, we investigated the factors associated with in-hospital outcomes among hospitalized patients with COVID-19 and AKI. METHODS In this multicenter retrospective observational study, we evaluated the characteristics and in-hospital renal and patient outcomes of 578 patients with confirmed COVID-19 and AKI. Data were collected from 34 hospitals in Turkey from March 11 to June 30, 2020. AKI definition and staging were based on the Kidney Disease Improving Global Outcomes criteria. Patients with end-stage kidney disease or with a kidney transplant were excluded. Renal outcomes were identified only in discharged patients. RESULTS The median age of the patients was 69 years, and 60.9% were males. The most frequent comorbid conditions were hypertension (70.5%), diabetes mellitus (43.8%), and chronic kidney disease (CKD) (37.6%). The proportions of AKI stages 1, 2, and 3 were 54.0%, 24.7%, and 21.3%, respectively. 291 patients (50.3%) were admitted to the intensive care unit. Renal improvement was complete in 81.7% and partial in 17.2% of the patients who were discharged. Renal outcomes were worse in patients with AKI stage 3 or baseline CKD. The overall in-hospital mortality in patients with AKI was 38.9%. In-hospital mortality rate was not different in patients with preexisting non-dialysis CKD compared to patients without CKD (34.4 versus 34.0%, p = 0.924). By multivariate Cox regression analysis, age (hazard ratio [HR] [95% confidence interval (95%CI)]: 1.01 [1.0-1.03], p = 0.035], male gender (HR [95%CI]: 1.47 [1.04-2.09], p = 0.029), diabetes mellitus (HR [95%CI]: 1.51 [1.06-2.17], p = 0.022) and cerebrovascular disease (HR [95%CI]: 1.82 [1.08-3.07], p = 0.023), serum lactate dehydrogenase (greater than two-fold increase) (HR [95%CI]: 1.55 [1.05-2.30], p = 0.027) and AKI stage 2 (HR [95%CI]: 1.98 [1.25-3.14], p = 0.003) and stage 3 (HR [95%CI]: 2.25 [1.44-3.51], p = 0.0001) were independent predictors of in-hospital mortality. CONCLUSIONS Advanced-stage AKI is associated with extremely high mortality among hospitalized COVID-19 patients. Age, male gender, comorbidities, which are risk factors for mortality in patients with COVID-19 in the general population, are also related to in-hospital mortality in patients with AKI. However, preexisting non-dialysis CKD did not increase in-hospital mortality rate among AKI patients. Renal problems continue in a significant portion of the patients who were discharged.
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Affiliation(s)
- Hakki Arikan
- Department of Internal Medicine, Division of Nephrology, Marmara University School of Medicine, Istanbul, Turkey
| | - Savas Ozturk
- Department of Nephrology, Haseki Training and Research Hospital, Istanbul, Turkey
| | - Bulent Tokgoz
- Department of Internal Medicine, Division of Nephrology, Erciyes University School of Medicine, Kayseri, Turkey
| | - Belda Dursun
- Department of Internal Medicine, Division of Nephrology, Pamukkale University Medical School, Denizli, Turkey
| | - Nurhan Seyahi
- Department of Nephrology, Cerrahpasa Medical Faculty, Istanbul University, Istanbul, Turkey
| | - Sinan Trabulus
- Department of Nephrology, Cerrahpasa Medical Faculty, Istanbul University, Istanbul, Turkey
| | - Mahmud Islam
- Division of Nephrology, Zonguldak Ataturk State Hospital, Zonguldak, Turkey
| | - Yavuz Ayar
- Division of Nephrology, Bursa City Hospital, Faculty of Medicine, University of Health Sciences, Bursa, Turkey
| | - Numan Gorgulu
- Department of Nephrology, Istanbul Bagcilar Training and Research Hospital, University of Health Sciences, Istanbul, Turkey
| | - Serhat Karadag
- Department of Nephrology, Haseki Training and Research Hospital, Istanbul, Turkey
| | - Mahmut Gok
- Department of Nephrology, Sultan 2.Abdulhamid Han Training and Research Hospital, Istanbul, Turkey
| | - Esra Akcali
- Department of Nephrology, Mersin University Faculty of Medicine, Mersin, Turkey
| | - Feyza Bora
- Department of Internal Medicine, Division of Nephrology, Akdeniz University Faculty of Medicine, Antalya, Turkey
| | - Zeki Aydın
- Department of Nephrology, Kocaeli Darica Farabi Training and Research Hospital, University of Health Sciences, Kocaeli, Turkey
| | - Eda Altun
- Division of Nephrology, Golcuk Necati Celik State Hospital, Kocaeli, Turkey
| | - Elbis Ahbap
- Department of Nephrology, Sisli Hamidiye Etfal Education and Research Hospital, Istanbul, Turkey
| | - Mehmet Polat
- Division of Nephrology, Nevsehir State Hospital, Nevsehir, Turkey
| | - Zeki Soypacacı
- Department of Nephrology, Ataturk Training and Research Hospital, University of Katip Celebi, Izmir, Turkey
| | - Ebru Gok Oguz
- Department of Nephrology, Diskapi Yildirim Beyazit Education and Research Hospital, University of Health Sciences, Ankara, Turkey
| | - Sumeyra Koyuncu
- Department of Internal Medicine, Division of Nephrology, Erciyes University School of Medicine, Kayseri, Turkey
| | - Hulya Colak
- Division of Nephrology, Tepecik Education and Research Hospital University of Health Sciences, İzmir, Turkey
| | - İdris Sahin
- Department of Internal Medicine, Division of Nephrology, Inonu University Faculty of Medicine, Malatya, Turkey
| | - Murside Esra Dolarslan
- Division of Nephrology, Trabzon Kanuni Education and Research Hospital, University of Health Sciences, Trabzon, Turkey
| | - Ozant Helvacı
- Division of Nephrology, Yenimahalle Research and Training Hospital, Yildirim Beyazit University Faculty of Medicine, Ankara, Turkey
| | - Ilhan Kurultak
- Department of Nephrology, Trakya University Faculty of Medicine, Edirne, Turkey
| | - Zehra Eren
- Department of Nephrology, Alanya Alaaddin Keykubat University School of Medicine, Antalya, Turkey
| | - Hamad Dheir
- Department of Internal Medicine, Division of Nephrology, Sakarya University Medical Faculty Education and Research Hospital, Sakarya, Turkey
| | - Melike Betul Ogutmen
- Division of Nephrology, Haydarpasa Numune Education and Research Hospital, University of Health Sciences, Istanbul, Turkey
| | - Dilek Guven Taymez
- Nephrology and Dialysis Department, Kocaeli State Hospital, Kocaeli, Turkey
| | - Dilek Gibyeli Genek
- Department of Nephrology, Faculty of Medicine, Mugla Sitki Kocman University, Mugla, Turkey
| | - Sultan Ozkurt
- Department of Nephrology, Faculty of Medicine, Eskisehir Osmangazi University, Eskisehir, Turkey
| | - Elif Ari Bakır
- Department of Nephrology, Bahcesehir University Hospital, Istanbul, Turkey
| | - Enver Yuksel
- Department of Nephrology, Gaziyasargil Training and Research Hospital, University of Health Sciences, Diyarbakir, Turkey
| | - Tuncay Sahutoglu
- Nephrology Unit, Sanliurfa Mehmet Akif Inan Training and Research Hospital, Sanliurfa, Turkey
| | - Ozgur Akin Oto
- Department of Internal Medicine, Division of Nephrology, Istanbul Medical Faculty, Istanbul University, Istanbul, Turkey
| | - Gulsah Boz
- Division of Nephrology, Kayseri City Training and Research Hospital, Kayseri, Turkey
| | - Erkan Sengul
- Division of Nephrology, Kocaeli Derince Education and Research Hospital, University of Health Sciences, Kocaeli, Turkey
| | - Ekrem Kara
- Department of Internal Medicine, Division of Nephrology, Faculty of Medicine, Recep Tayyip Erdogan University, Rize, Turkey
| | - Serhan Tuglular
- Department of Internal Medicine, Division of Nephrology, Marmara University School of Medicine, Istanbul, Turkey
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15
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Rao A, Ranka S, Ayers C, Hendren N, Rosenblatt A, Alger HM, Rutan C, Omar W, Khera R, Gupta K, Mody P, DeFilippi C, Das SR, Hedayati SS, de Lemos JA. Association of Kidney Disease With Outcomes in COVID-19: Results From the American Heart Association COVID-19 Cardiovascular Disease Registry. J Am Heart Assoc 2021; 10:e020910. [PMID: 34107743 PMCID: PMC8477855 DOI: 10.1161/jaha.121.020910] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Background Emerging evidence links acute kidney injury (AKI) in patients with COVID‐19 with higher mortality and respiratory morbidity, but the relationship of AKI with cardiovascular disease outcomes has not been reported in this population. We sought to evaluate associations between chronic kidney disease (CKD), AKI, and mortality and cardiovascular outcomes in patients hospitalized with COVID‐19. Methods and Results In a large multicenter registry including 8574 patients with COVID‐19 from 88 US hospitals, data were collected on baseline characteristics and serial laboratory data during index hospitalization. Primary exposure variables were CKD (categorized as no CKD, CKD, and end‐stage kidney disease) and AKI (classified into no AKI or stages 1, 2, or 3 using a modification of the Kidney Disease Improving Global Outcomes guideline definition). The primary outcome was all‐cause mortality. The key secondary outcome was major adverse cardiac events, defined as cardiovascular death, nonfatal stroke, nonfatal myocardial infarction, new‐onset nonfatal heart failure, and nonfatal cardiogenic shock. CKD and end‐stage kidney disease were not associated with mortality or major adverse cardiac events after multivariate adjustment. In contrast, AKI was significantly associated with mortality (stage 1 hazard ratio [HR], 1.72 [95% CI, 1.46–2.03]; stage 2 HR, 1.83 [95% CI, 1.52–2.20]; stage 3 HR, 1.69 [95% CI, 1.44–1.98]; versus no AKI) and major adverse cardiac events (stage 1 HR, 2.17 [95% CI, 1.74–2.71]; stage 2 HR, 2.70 [95% CI, 2.07–3.51]; stage 3 HR, 3.06 [95% CI, 2.52–3.72]; versus no AKI). Conclusions This large study demonstrates a significant association between AKI and all‐cause mortality and, for the first time, major adverse cardiovascular events in patients hospitalized with COVID‐19.
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Affiliation(s)
- Anjali Rao
- Department of Internal Medicine University of Texas Southwestern Medical Center Dallas TX.,Parkland Health and Hospital System Dallas TX
| | - Sagar Ranka
- Department of Cardiovascular Medicine University of Kansas Kansas City KS
| | - Colby Ayers
- Department of Internal Medicine University of Texas Southwestern Medical Center Dallas TX
| | - Nicholas Hendren
- Department of Internal Medicine University of Texas Southwestern Medical Center Dallas TX.,Parkland Health and Hospital System Dallas TX
| | - Anna Rosenblatt
- Department of Internal Medicine University of Texas Southwestern Medical Center Dallas TX.,Parkland Health and Hospital System Dallas TX
| | | | | | - Wally Omar
- Department of Internal Medicine Beth Israel Deaconess Medical Center Boston MA
| | - Rohan Khera
- Department of Internal Medicine Yale School of Medicine New Haven CT
| | - Kamal Gupta
- Department of Cardiovascular Medicine University of Kansas Kansas City KS
| | - Purav Mody
- Department of Internal Medicine University of Texas Southwestern Medical Center Dallas TX
| | | | - Sandeep R Das
- Department of Internal Medicine University of Texas Southwestern Medical Center Dallas TX.,Parkland Health and Hospital System Dallas TX
| | - S Susan Hedayati
- Department of Internal Medicine University of Texas Southwestern Medical Center Dallas TX
| | - James A de Lemos
- Department of Internal Medicine University of Texas Southwestern Medical Center Dallas TX.,Parkland Health and Hospital System Dallas TX
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16
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Zwischenberger BA, Balasuriya BK, Harris DD, Nataraj N, Owen AM, Bruno MEC, Mukherjee S, Ortiz-Soriano V, O’Connor W, Ke C, Stromberg AJ, Chang PK, Neyra JA, Saito H, Starr ME. Adipose-Derived Inflammatory and Coagulant Mediators in Patients With Sepsis. Shock 2021; 55:596-606. [PMID: 32496420 PMCID: PMC8994194 DOI: 10.1097/shk.0000000000001579] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
ABSTRACT Results from preclinical sepsis studies using rodents are often criticized as not being reproducible in humans. Using a murine model, we previously reported that visceral adipose tissues (VAT) are highly active during the acute inflammatory response, serving as a major source of inflammatory and coagulant mediators. The purpose of this study was to determine whether these findings are recapitulated in patients with sepsis and to evaluate their clinical significance. VAT and plasma were obtained from patients undergoing intra-abdominal operations with noninflammatory conditions (control), local inflammation, or sepsis. In mesenteric and epiploic VAT, gene expression of pro-inflammatory (TNFα, IL-6, IL-1α, IL-1β) and pro-coagulant (PAI-1, PAI-2, TSP-1, TF) mediators was increased in sepsis compared with control and local inflammation groups. In the omentum, increased expression was limited to IL-1β, PAI-1, and PAI-2, showing a depot-specific regulation. Histological analyses showed little correlation between cellular infiltration and gene expression, indicating a resident source of these mediators. Notably, a strong correlation between PAI-1 expression in VAT and circulating protein levels was observed, both being positively associated with markers of acute kidney injury (AKI). In another cohort of septic patients stratified by incidence of AKI, circulating PAI-1 levels were higher in those with versus without AKI, thus extending these findings beyond intra-abdominal cases. This study is the first to translate upregulation of VAT mediators in sepsis from mouse to human. Collectively, the data suggest that development of AKI in septic patients is associated with high plasma levels of PAI-1, likely derived from resident cells within VAT.
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Affiliation(s)
- Brittany A. Zwischenberger
- Aging and Critical Care Research Laboratory, University of Kentucky, Lexington, Kentucky
- Department of Surgery, University of Kentucky, Lexington, Kentucky
| | - Beverly K. Balasuriya
- Aging and Critical Care Research Laboratory, University of Kentucky, Lexington, Kentucky
- Department of Surgery, University of Kentucky, Lexington, Kentucky
| | - Dwight D. Harris
- Aging and Critical Care Research Laboratory, University of Kentucky, Lexington, Kentucky
- Department of Surgery, University of Kentucky, Lexington, Kentucky
| | - Nisha Nataraj
- Aging and Critical Care Research Laboratory, University of Kentucky, Lexington, Kentucky
- Department of Surgery, University of Kentucky, Lexington, Kentucky
| | - Allison M. Owen
- Aging and Critical Care Research Laboratory, University of Kentucky, Lexington, Kentucky
- Department of Surgery, University of Kentucky, Lexington, Kentucky
- Department of Physiology, University of Kentucky, Lexington, Kentucky
| | - Maria E. C. Bruno
- Aging and Critical Care Research Laboratory, University of Kentucky, Lexington, Kentucky
- Department of Surgery, University of Kentucky, Lexington, Kentucky
| | - Sujata Mukherjee
- Aging and Critical Care Research Laboratory, University of Kentucky, Lexington, Kentucky
- Department of Pharmacology and Nutritional Sciences, University of Kentucky, Lexington, Kentucky
| | | | - William O’Connor
- Department of Pathology and Laboratory Medicine, University of Kentucky, Lexington, Kentucky
| | - Chenlu Ke
- Department of Statistics, University of Kentucky, Lexington, Kentucky
| | | | - Phillip K. Chang
- Department of Surgery, University of Kentucky, Lexington, Kentucky
| | - Javier A. Neyra
- Department of Internal Medicine, University of Kentucky, Lexington, Kentucky
| | - Hiroshi Saito
- Aging and Critical Care Research Laboratory, University of Kentucky, Lexington, Kentucky
- Department of Surgery, University of Kentucky, Lexington, Kentucky
- Department of Physiology, University of Kentucky, Lexington, Kentucky
| | - Marlene E. Starr
- Aging and Critical Care Research Laboratory, University of Kentucky, Lexington, Kentucky
- Department of Surgery, University of Kentucky, Lexington, Kentucky
- Department of Pharmacology and Nutritional Sciences, University of Kentucky, Lexington, Kentucky
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17
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Cui Y, Gao H, Han S, Yuan R, He J, Zhuo Y, Feng YL, Tang M, Feng J, Yang S. Oleuropein Attenuates Lipopolysaccharide-Induced Acute Kidney Injury In Vitro and In Vivo by Regulating Toll-Like Receptor 4 Dimerization. Front Pharmacol 2021; 12:617314. [PMID: 33841147 PMCID: PMC8024564 DOI: 10.3389/fphar.2021.617314] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2020] [Accepted: 02/15/2021] [Indexed: 12/11/2022] Open
Abstract
Acute kidney injury (AKI) is a common critical illness that involves multiple systems and multiple organs with a rapid decline in kidney function over short period. It has a high mortality rate and presents a great treatment challenge for physicians. Oleuropein, the main active constituent of Ilex pubescens Hook. et Arn. var. kwangsiensis Hand.-Mazz. displays significant anti-inflammatory activity, although oleuropein’s therapeutic effect and mechanism of action in AKI remain to be elucidated. The present study aimed to further clarify the mechanism by which oleuropein exerts effects on inflammation in vitro and in vivo. In vitro, the inflammatory effect and mechanism were investigated through ELISA, Western blotting, the thermal shift assay, co-immunoprecipitation, and immunofluorescence staining. Lipopolysaccharide (LPS) induced acute kidney injury was employed in an animal model to investigate oleuropein’s therapeutic effect on AKI and mechanism in vivo. The underlying mechanisms were investigated by Western blot analysis of kidney tissue. In LPS-stimulated macrophages, our data demonstrated that oleuropein significantly reduced the expression of inflammatory mediators like NO, IL-6, TNF-α, iNOS, and COX-2. Moreover, oleuropein inhibited NF-κB/p65 translocation, and had a negative regulatory effect on key proteins in the NF-κB and MAPK pathways. In addition, the thermal shift and co-immunoprecipitation assays revealed that oleuropein played an essential role in binding to the active sites of TLR4, as well as inhibiting TLR4 dimerization and suppressing the binding of TLR4 to MyD88. Oleuropein markedly alleviated LPS induced acute kidney injury, decreased serum creatinine and blood urea nitrogen (BUN) levels and proinflammatory cytokines. More importantly, the TLR4-MyD88-NF-κB/MAPK pathways were confirmed to play an important role in the oleuropein treatment of AKI. In this study, oleuropein exhibited excellent anti-inflammatory effects by regulating TLR4-MyD88-NF-κB/MAPK axis in vitro and in vivo, suggesting oleuropein as a candidate molecule for treating AKI.
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Affiliation(s)
- Yushun Cui
- College of Pharmacy, Guangxi University of Chinese Medicine, Nanning, China.,College of Pharmacy, Jiangxi University of Traditional Chinese Medicine, Nanchang, China
| | - Hongwei Gao
- College of Pharmacy, Guangxi University of Chinese Medicine, Nanning, China.,Guangxi Engineering Technology Research Center of Advantage Chinese Patent Drug and Ethnic Drug Development, Nanning, China
| | - Shan Han
- College of Pharmacy, Guangxi University of Chinese Medicine, Nanning, China.,Guangxi Engineering Technology Research Center of Advantage Chinese Patent Drug and Ethnic Drug Development, Nanning, China
| | - Renyikun Yuan
- College of Pharmacy, Jiangxi University of Traditional Chinese Medicine, Nanchang, China.,State Key Laboratory of Innovative Drug and Efficient Energy-Saving Pharmaceutical Equipment, Nanchang, China
| | - Jia He
- College of Pharmacy, Guangxi University of Chinese Medicine, Nanning, China.,Guangxi Engineering Technology Research Center of Advantage Chinese Patent Drug and Ethnic Drug Development, Nanning, China
| | - Youqiong Zhuo
- College of Pharmacy, Guangxi University of Chinese Medicine, Nanning, China.,Guangxi Engineering Technology Research Center of Advantage Chinese Patent Drug and Ethnic Drug Development, Nanning, China
| | - Yu-Lin Feng
- College of Pharmacy, Jiangxi University of Traditional Chinese Medicine, Nanchang, China.,State Key Laboratory of Innovative Drug and Efficient Energy-Saving Pharmaceutical Equipment, Nanchang, China
| | - Meiwen Tang
- College of Pharmacy, Guangxi University of Chinese Medicine, Nanning, China
| | - Jianfang Feng
- College of Pharmacy, Guangxi University of Chinese Medicine, Nanning, China.,Guangxi Engineering Technology Research Center of Advantage Chinese Patent Drug and Ethnic Drug Development, Nanning, China
| | - Shilin Yang
- College of Pharmacy, Guangxi University of Chinese Medicine, Nanning, China.,College of Pharmacy, Jiangxi University of Traditional Chinese Medicine, Nanchang, China
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18
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Prabhu RA, Shenoy SV, Nagaraju SP, Rangaswamy D, Rao IR, Bhojaraja MV, Nayak M D, Koulmane Laxminarayana SL, Saraf K, Ramaswamy A. Acute Kidney Injury and Progressive Diabetic Kidney Disease: An Epidemiological Perspective. Int J Nephrol Renovasc Dis 2021; 14:23-31. [PMID: 33603439 PMCID: PMC7881798 DOI: 10.2147/ijnrd.s291319] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2020] [Accepted: 01/09/2021] [Indexed: 12/24/2022] Open
Abstract
PURPOSE Diabetic kidney disease (DKD) represents a unique subset of patients with chronic kidney disease (CKD). Acute kidney injury (AKI) is implicated in DKD progression; however, their interplay is not studied well. We studied risk factors for AKI and the effect of AKI on disease progression in a homogeneous group of patients with DKD. PATIENTS AND METHODS We conducted a retrospective open cohort study of patients with DKD at a single tertiary care centre between August 2016 - August 2019. Patients with a minimum follow-up of 2 years were included in the study. The incidence, etiology and risk factors for AKI were studied. The primary outcome studied was the effect of AKI on reduction in estimated glomerular filtration rate (eGFR) in DKD. Loss in eGFR by 50% and need for renal replacement therapy or reaching CKD stage V were studied as secondary outcomes. RESULTS Two hundred and ninety-two DKD patients meeting the study criteria with a follow-up of 29.57 (±4.3) months were included. The incidence of AKI was 31.1%. Sepsis was the most common etiology (61%). Proteinuria was an independent risk factor for AKI after adjusting for covariates (adjusted OR - 1.158; 95% CI (1.018-1.316); p=0.025). In patients with AKI, median decline in eGFR was 10.29 mL/min/1.73m2/year (IQR-5.58-13.84) which was significantly higher compared to patients with no AKI [eGFR 7.25 (IQR 5.06-11.38); p-0.014]. On subgroup analysis, sepsis-induced AKI (versus non-sepsis AKI; p<0.001) and higher AKI stage (stage 2/3 versus stage 1; p=0.019) were associated with a faster decline in eGFR. CONCLUSION AKI is common in patients with DKD with sepsis being the most common etiology. AKI in diabetic kidney disease is associated with a faster decline in eGFR. Baseline proteinuria is an independent risk factor for AKI.
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Affiliation(s)
- Ravindra Attur Prabhu
- Department of Nephrology, Kasturba Medical College Manipal, Manipal Academy of Higher Education, Manipal, Karnataka, India
| | - Srinivas V Shenoy
- Department of Nephrology, Kasturba Medical College Manipal, Manipal Academy of Higher Education, Manipal, Karnataka, India
| | - Shankar Prasad Nagaraju
- Department of Nephrology, Kasturba Medical College Manipal, Manipal Academy of Higher Education, Manipal, Karnataka, India
| | - Dharshan Rangaswamy
- Department of Nephrology, Kasturba Medical College Manipal, Manipal Academy of Higher Education, Manipal, Karnataka, India
| | - Indu Ramachandra Rao
- Department of Nephrology, Kasturba Medical College Manipal, Manipal Academy of Higher Education, Manipal, Karnataka, India
| | - Mohan V Bhojaraja
- Department of Nephrology, Kasturba Medical College Manipal, Manipal Academy of Higher Education, Manipal, Karnataka, India
| | - Deepak Nayak M
- Department of Pathology, Kasturba Medical College Manipal, Manipal Academy of Higher Education, Manipal, Karnataka, India
| | | | - Karan Saraf
- Department of Nephrology, Kasturba Medical College Manipal, Manipal Academy of Higher Education, Manipal, Karnataka, India
- Department of Nephrology, Excelcare Hospitals, Guwahati, Assam, India
| | - Ashok Ramaswamy
- Department of Nephrology, Kasturba Medical College Manipal, Manipal Academy of Higher Education, Manipal, Karnataka, India
- Department of Nephrology, Saveetha Medical College, Chennai, Tamil Nadu, India
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19
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Noble RA, Lucas BJ, Selby NM. Long-Term Outcomes in Patients with Acute Kidney Injury. Clin J Am Soc Nephrol 2020; 15:423-429. [PMID: 32075806 PMCID: PMC7057296 DOI: 10.2215/cjn.10410919] [Citation(s) in RCA: 56] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
The long-term sequelae of AKI have received increasing attention so that its associations with a number of adverse outcomes, including higher mortality and development of CKD, are now widely appreciated. These associations take on particular importance when considering the high incidence of AKI, with a lack of proven interventions and uncertainties around optimal care provision meaning that the long-term sequelae of AKI present a major unmet clinical need. In this review, we examine the published data that inform our current understanding of long-term outcomes following AKI and discuss potential knowledge gaps, covering long-term mortality, CKD, progression to ESKD, proteinuria, cardiovascular events, recurrent AKI, and hospital readmission.
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Affiliation(s)
- Rebecca A Noble
- Centre for Kidney Research and Innovation, Division of Medical Sciences and Graduate Entry Medicine, School of Medicine, University of Nottingham, Nottingham, United Kingdom; and.,Department of Renal Medicine, Royal Derby Hospital, Derby Hospitals NHS Foundation Trust, Derby, United Kingdom
| | - Bethany J Lucas
- Centre for Kidney Research and Innovation, Division of Medical Sciences and Graduate Entry Medicine, School of Medicine, University of Nottingham, Nottingham, United Kingdom; and.,Department of Renal Medicine, Royal Derby Hospital, Derby Hospitals NHS Foundation Trust, Derby, United Kingdom
| | - Nicholas M Selby
- Centre for Kidney Research and Innovation, Division of Medical Sciences and Graduate Entry Medicine, School of Medicine, University of Nottingham, Nottingham, United Kingdom; and .,Department of Renal Medicine, Royal Derby Hospital, Derby Hospitals NHS Foundation Trust, Derby, United Kingdom
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20
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Zahran AM, Fathy YI, Salama AE, Alebsawi ME. Validation of acute kidney injury prediction scores in critically ill patients. SAUDI JOURNAL OF KIDNEY DISEASES AND TRANSPLANTATION 2020; 31:1273-1280. [PMID: 33565439 DOI: 10.4103/1319-2442.308336] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
Prediction of acute kidney injury (AKI) in critically ill patients allows prompt intervention that improves outcome. We aimed for external validation of two AKI prediction scores that can be bedside calculated. A prospective observational study included patients admitted to medical and surgical critical care units. Performance of two AKI prediction scores, Malhotra score and acute kidney injury prediction score (APS), was assessed for their ability to predict AKI. The best cutoff point for each score was determined by Youden index. Area under the receiving operation characteristic curve, sensitivity, specificity, positive predictive value, negative predictive value, and accuracy were used to assess performance of each score. Univariate and multivariate regression analyses were done to detect the predictability of AKI. Goodness-of-fit and kappa Cohen agreement tests were done to show whether the expected score results fit well and agree with the observed results. AKI prevalence was 37.6%. The best cutoff values were 5 and 4 for Malhotra score and APS, respectively. Area under the curve for Malhotra 5 was 0.712 and for APS 4 was 0.652 with nearly similar sensitivity and specificity. Regression analysis demonstrated that Malhotra 5 was the independent predictor of AKI. Goodness-of-fit test showed significant results denoting lack of fit between the scores and the actual results. Kappa test showed moderate agreement for Malhotra 5 and fair agreement for APS 4. Both scores showed moderate performance for AKI prediction. Malhotra 5 showed better performance compared to APS 4. Multicenter international study is warranted to develop a universal model that can predict AKI in critically ill patients.
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Affiliation(s)
- Ahmed Mohamed Zahran
- Department of Internal Medicine, Nephrology Unit, Faculty of Medicine, Menoufia University, Menoufia, Egypt
| | - Yasser Ibrahim Fathy
- Department of Critical Care, Faculty of Medicine, Menoufia University, Menoufia, Egypt
| | - Asmaa Esmail Salama
- Department of Critical Care, Faculty of Medicine, Menoufia University, Menoufia, Egypt
| | - Mohamed Esam Alebsawi
- Department of Critical Care, Faculty of Medicine, Menoufia University, Menoufia, Egypt
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21
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Heterogenous Renal Injury Biomarker Production Reveals Human Sepsis-Associated Acute Kidney Injury Subtypes. Crit Care Explor 2019; 1:e0047. [PMID: 32166228 PMCID: PMC7063889 DOI: 10.1097/cce.0000000000000047] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Supplemental Digital Content is available in the text. To identify mechanisms associated with sepsis-acute kidney injury based on the expression levels of renal injury biomarkers, neutrophil gelatinase–associated lipocalin, and kidney injury molecule-1 in renal biopsies which may allow the identification of sepsis-acute kidney injury patient subtypes.
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22
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Impact on Outcomes across KDIGO-2012 AKI Criteria According to Baseline Renal Function. J Clin Med 2019; 8:jcm8091323. [PMID: 31466281 PMCID: PMC6780552 DOI: 10.3390/jcm8091323] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2019] [Revised: 08/19/2019] [Accepted: 08/23/2019] [Indexed: 12/17/2022] Open
Abstract
Acute kidney injury (AKI) and Chronic Kidney Disease (CKD) are global health problems. The pathophysiology of acute-on-chronic kidney disease (AoCKD) is not well understood. We aimed to study clinical outcomes in patients with previous normal (pure acute kidney injury; P-AKI) or impaired kidney function (AoCKD) across the 2012 Kidney Disease Improving Global Outcomes (KDIGO) AKI classification. We performed a retrospective study of patients with AKI, divided into P-AKI and AoCKD groups, evaluating clinical and epidemiological features, distribution across KDIGO-2012 criteria, in-hospital mortality and need for dialysis. One thousand, two hundred and sixty-nine subjects were included. AoCKD individuals were older and had higher comorbidity. P-AKI individuals fulfilled more often the serum creatinine (SCr) ≥ 3.0× criterion in AKI-Stage3, AoCKD subjects reached SCr ≥ 4.0 mg/dL criterion more frequently. AKI severity was associated with in-hospital mortality independently of baseline renal function. AoCKD subjects presented higher mortality when fulfilling AKI-Stage1 criteria or SCr ≥ 3.0× criterion within AKI-Stage3. The relationship between mortality and associated risk factors, such as the net increase of SCr or AoCKD status, fluctuated depending on AKI stage and stage criteria sub-strata. AoCKD patients that fulfil SCr increment rate criteria may be exposed to more severe insults, possibly explaining the higher mortality. AoCKD may constitute a unique clinical syndrome. Adequate staging criteria may help prompt diagnosis and administration of appropriate therapy.
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23
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Stevens JS. Critically Ill Definitions in Acute Kidney Injury Clinical Research. Kidney Int Rep 2018; 3:1258-1259. [PMID: 30450451 PMCID: PMC6224697 DOI: 10.1016/j.ekir.2018.09.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
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