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Shi B, Ye J, Chen W, Liao B, Gu W, Yin H, Lyu J. Prognosis of critically ill patients with early and late sepsis-associated acute kidney injury: an observational study based on the MIMIC-IV. Ren Fail 2025; 47:2441393. [PMID: 39980278 PMCID: PMC11849006 DOI: 10.1080/0886022x.2024.2441393] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2024] [Revised: 12/04/2024] [Accepted: 12/08/2024] [Indexed: 02/22/2025] Open
Abstract
OBJECTIVE The Acute Disease Quality Initiative (ADQI) working group recently released a consensus definition of sepsis-associated acute kidney injury (SA-AKI), but the prognosis and risk factors for early and late SA-AKI have not been studied. METHODS This was a retrospective cohort study based on the Medical Information Mart for Intensive Care IV (MIMIC-IV) database (v2.2). First, SA-AKI patients that met the new definition from the ADQI were screened, and then, the relationships between SA-AKI occurrence time and relevant clinical parameters were analyzed. RESULTS After propensity score matching, 1,090 early SA-AKI (AKI occurring within 48 h of sepsis diagnosis) cases and late SA-AKI (AKI occurring between 48 h and 7 days after sepsis diagnosis) cases were identified. Compared with late SA-AKI patients, early SA-AKI patients had no significant differences in all-cause mortality at 28 days, 60 days or 180 days, renal replacement therapy (RRT) rates; or major adverse kidney events at 30 days (MAKE-30). However, the renal recovery of early SA-AKI patients was significantly better than that of late SA-AKI patients, their lengths of hospital stay and intensive care unit stay were significantly shorter, and the number of patients with positive fluid balance was lower, but the use of nonsteroidal anti-inflammatory drugs (NSAIDs) and nephrotoxic antibiotics and the incidence of septic shock were higher. In addition, there was a difference in the number of patients with early and late SA-AKI at highest AKI stages 1 and 3. Data analysis also revealed that liver disease, cancer, highest AKI stage 3 and septic shock were associated with renal nonrecovery. CONCLUSIONS Although there was no significant difference in mortality between early and late SA-AKI patients, there were significant differences in renal recovery, positive fluid balance, nephrotoxic antibiotic use, septic shock and AKI stage. Therefore, the classification of early and late SA-AKI has certain scientific and rational validity, but whether the two have different clinical outcomes and pathogeneses requires further study.
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Affiliation(s)
- Bowen Shi
- Department of Intensive Care Unit, The First Affiliated Hospital of Jinan University, Guangzhou, Guangdong, China
| | - Jianfeng Ye
- Department of Intensive Care Unit, The First Affiliated Hospital of Jinan University, Guangzhou, Guangdong, China
| | - Weisheng Chen
- Department of Intensive Care Unit, The First Affiliated Hospital of Jinan University, Guangzhou, Guangdong, China
| | - Bojian Liao
- Department of Intensive Care Unit, The First Affiliated Hospital of Jinan University, Guangzhou, Guangdong, China
| | - Wanjie Gu
- Department of Intensive Care Unit, The First Affiliated Hospital of Jinan University, Guangzhou, Guangdong, China
| | - Haiyan Yin
- Department of Intensive Care Unit, The First Affiliated Hospital of Jinan University, Guangzhou, Guangdong, China
| | - Jun Lyu
- Department of Clinical Research, The First Affiliated Hospital of Jinan University, Guangzhou, Guangdong, China
- Guangdong Provincial Key Laboratory of Traditional Chinese Medicine Informatization, Guangzhou, Guangdong, China
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Wu J, Zhang F, Li Z, Gan L, Cao H, Cao H, Hao C, Sun Z, Wang W. Multiple omics-based machine learning reveals specific macrophage sub-clusters in renal ischemia-reperfusion injury and constructs predictive models for transplant outcomes. Comput Biol Chem 2025; 117:108421. [PMID: 40086342 DOI: 10.1016/j.compbiolchem.2025.108421] [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: 12/04/2024] [Revised: 02/24/2025] [Accepted: 03/03/2025] [Indexed: 03/16/2025]
Abstract
BACKGROUND Ischemia-reperfusion injury (IRI) is closely associated with numerous severe postoperative complications, including acute rejection, delayed graft function (DGF) and graft failure. Macrophages are central to modulating the aseptic inflammatory response during the IRI process. The objective of this study is to conduct an analysis of the developmental and differentiation characteristics of macrophages in IRI, identify distinct molecules subtypes of IRI, and establish robust predictive strategies for DGF and graft survival. METHOD We analyzed scRNA-Seq data from GEO database to identify macrophage sub-clusters specific to renal IRI, and use the hdWGCNA algorithm to screen gene modules closely associated with this sub-cluster. Integrating these module genes with the results from bulk RNA-Seq differential analysis to obtain hub genes, and delineating the different IRI molecular subtypes through consensus clustering based on the expression profiles of hub genes. Innovatively, the gene expression matrix was transformed into a unique graphic pixel module and applied advanced computer vision processing algorithms to construct a DGF predictive model. Additionally, we also employed 111 combinations of 10 machine learning algorithms to develop a predictive signature for graft survival. Finally, we validated the expression of the key gene ANXA1 in a mouse IRI model using qRT-PCR, WB, and IHC. RESULT This study successfully identified a subset of macrophages closely associated with renal IRI, and cell communication and pseudo-time analysis implied that they may be instrumental in both the maintenance and exacerbation of the IRI process. Utilizing the expression patterns of hub genes, recipients can be clustered into two subtypes (CI and C2) with unique clinical and molecular features. We innovatively applied deep learning algorithms to construct a model for DGF prediction, which can effectively mitigate batch effects among IRI recipients. Compared to other existing models, our model demonstrated superior performance with AUC of 0.816 and 0.845 in the training and validation set. Furthermore, we also used the random survival forest algorithm to develop a high-precision predictive signature for graft failure. The mouse IRI model confirmed a marked upregulation of ANXA1 mRNA and protein expression in renal tissue following IRI. CONCLUSION This study successfully revealed the macrophage sub-cluster closely associated with renal IRI. Two distinct IRI subgroups with different characteristics were identified and robust strategies were constructed for predicting DGF and graft survival, which can offer potential therapeutic targets for the treatment of IRI and reference for early prevention of various postoperative complications.
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Affiliation(s)
- Jiyue Wu
- Department of Urology, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China; Institute of Urology, Capital Medical University, Beijing, China
| | - Feilong Zhang
- Department of Urology, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China; Institute of Urology, Capital Medical University, Beijing, China
| | - Zhen Li
- Department of Urology, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China; Institute of Urology, Capital Medical University, Beijing, China
| | - Lijian Gan
- Department of Urology, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China; Institute of Urology, Capital Medical University, Beijing, China
| | - Haoyuan Cao
- Department of Urology, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China; Institute of Urology, Capital Medical University, Beijing, China
| | - Huawei Cao
- Department of Urology, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China; Institute of Urology, Capital Medical University, Beijing, China
| | - Changzhen Hao
- Department of Urology, Peking University International Hospital, Beijing, China.
| | - Zejia Sun
- Department of Urology, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China; Institute of Urology, Capital Medical University, Beijing, China.
| | - Wei Wang
- Department of Urology, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China; Institute of Urology, Capital Medical University, Beijing, China.
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Ao T, Huang Y, Zhen P, Hu M. Association between the lactate-to-albumin ratio and sepsis-associated acute kidney injury: a cross-sectional study. Eur J Med Res 2025; 30:518. [PMID: 40551267 PMCID: PMC12186447 DOI: 10.1186/s40001-025-02760-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2025] [Accepted: 06/04/2025] [Indexed: 06/28/2025] Open
Abstract
BACKGROUND Patients who develop sepsis-associated acute kidney injury (SAKI) in the intensive care unit face a significantly elevated mortality risk. The lactate-to-albumin ratio (LAR) has been utilized as an important marker for the occurrence and development of various diseases. Nevertheless, the association between LAR and SAKI remains inadequately explored. This study seeks to investigate the connection between the LAR and SAKI. METHODS Patients identified with SAKI were selected from the Medical Information Mart for Intensive Care-IV (MIMIC-IV) database. LAR was recorded at the time of admission, with the primary endpoint being the development of AKI within 7 days following the sepsis diagnosis. Logistic regression and subgroup analyses were utilized to assess the relationship between LAR and SAKI. RESULTS The final analysis incorporated data from 4,113 patients retrieved from the MIMIC-IV database. Logistic regression analysis revealed that a 1-unit increase in LAR was linked to a 49% rise in the incidence of SAKI (95% confidence interval, 1.27 to 1.76; P < 0.001). These findings were further validated through subgroup analyses, confirming their robustness. CONCLUSIONS Higher LAR at admission was independently associated with an increased risk of SAKI.
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Affiliation(s)
- Ting Ao
- Department of Infectious Diseases, Beijing Luhe Hospital, Capital Medical University, No.82, Xinhua South Road, Tongzhou District, Beijing, 101100, China
| | - Yingxiu Huang
- Department of Infectious Diseases, Beijing Luhe Hospital, Capital Medical University, No.82, Xinhua South Road, Tongzhou District, Beijing, 101100, China
| | - Peng Zhen
- Department of Infectious Diseases, Beijing Luhe Hospital, Capital Medical University, No.82, Xinhua South Road, Tongzhou District, Beijing, 101100, China
| | - Ming Hu
- Department of Infectious Diseases, Beijing Luhe Hospital, Capital Medical University, No.82, Xinhua South Road, Tongzhou District, Beijing, 101100, China.
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Toba H, Jin D, Takai S. Suppressing SPARC gene with siRNA exerts therapeutic effects and inhibits MMP-2/9 and ADAMTS1 overexpression in a murine model of ischemia/reperfusion-induced acute kidney injury. J Pharmacol Sci 2025; 158:103-112. [PMID: 40288820 DOI: 10.1016/j.jphs.2025.03.010] [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: 01/14/2025] [Revised: 02/26/2025] [Accepted: 03/18/2025] [Indexed: 04/29/2025] Open
Abstract
Secreted protein acidic and rich in cysteine (SPARC), a collagen-binding matricellular protein, is reported to facilitate inflammation and fibrosis in various tissues including the kidneys. Ischemia/reperfusion (I/R) is a major process of acute kidney injury. To investigate whether SPARC inhibition might attenuate renal I/R injury, we injected small interfering RNA (siRNA) targeting SPARC into male BALB/c mice one day before 45 min of renal ischemia followed by 72 h of reperfusion. Serum creatinine concentration, blood urea nitrogen, histological tubular damage, tubulointerstitial fibrosis, and expression of collagen I and transforming growth factor-β were increased after I/R. Expression of 4-hydroxy-2-nonenal, an oxidative stress marker, and the inflammatory cytokines monocyte chemoattractant protein-1 and tumor necrosis factor-α, were also upregulated in I/R kidneys. Overexpression of SPARC mRNA was observed after I/R, and immunohistochemistry revealed that SPARC was localized mainly in damaged tubuloepithelial cells. Additionally, a disintegrin and metalloproteinase with thrombospondin type 1 motif (ADAMTS1) expression colocalized with SPARC. Injection of siRNA targeting SPARC attenuated renal dysfunction, histological abnormalities, collagen deposition, oxidative stress, and renal inflammation. In addition, SPARC gene knockdown suppressed the I/R-induced increases in ADAMTS1 and matrix metalloproteinase-2/9 expression. In conclusion, I/R-induced SPARC could be a novel therapeutic target against acute kidney injury.
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Affiliation(s)
- Hiroe Toba
- Laboratory of Clinical Pharmacology, Division of Pathological Sciences, Kyoto Pharmaceutical University, 1 Misasagi Shichono-cho, Yamashina-ku, Kyoto, 607-8412, Japan; Department of Pharmacology, Osaka Medical and Pharmaceutical University, 2-7 Daigaku-machi, Takatsuki-City, Osaka, 569-8686, Japan.
| | - Denan Jin
- Department of Pharmacology, Osaka Medical and Pharmaceutical University, 2-7 Daigaku-machi, Takatsuki-City, Osaka, 569-8686, Japan
| | - Shinji Takai
- Department of Pharmacology, Osaka Medical and Pharmaceutical University, 2-7 Daigaku-machi, Takatsuki-City, Osaka, 569-8686, Japan
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Ye X, Wang X, Zhang S, Wang Y, Han Y, Wang Z, Shao X. miRNA let-7a regulates apoptosis in renal tubular epithelial cells involved in sepsis-associated acute kidney injury. Int Immunopharmacol 2025; 153:114485. [PMID: 40121744 DOI: 10.1016/j.intimp.2025.114485] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2024] [Revised: 03/10/2025] [Accepted: 03/11/2025] [Indexed: 03/25/2025]
Abstract
OBJECTIVE To investigate the molecular mechanism by which the miRNA let-7a regulates renal tubular epithelial cell apoptosis by influencing the activity of the PI3K/Akt pathway, which is involved in the development of sepsis-associated acute kidney injury (SA-AKI). METHODS A sepsis-associated acute kidney injury model was constructed in vitro and in vivo using LPS, and the expression of the miRNA let-7a and activation of the PI3K/Akt pathway were detected in SA-AKI. Apoptosis marker molecules and inflammatory factor expression were detected by transfecting miRNA let-7a mimics with LPS-stimulated human renal tubular epithelial cells (HKCs) or using the PI3K/Akt pathway inhibitor LY294002. Bioassay analysis elucidated the relationship between miRNA let-7a and the PI3K/Akt signaling pathway. The mechanism was validated in primary renal tubular epithelial cells. RESULTS In the in vivo and in vitro models, miRNA let-7a expression was significantly reduced, and the PI3K/Akt pathway was activated. When miRNA let-7a was overexpressed or the PI3K/Akt pathway was inhibited, the inflammatory response of renal tubular epithelial cells was attenuated. Bioassay analysis verified that the miRNA let-7a binds to the PI3K/Akt signaling pathway. The miRNA let-7a-PI3K/Akt regulatory axis regulates the apoptosis of renal tubular epithelial cells in primary tubular epithelial cells. CONCLUSION The miRNA let-7a regulates inflammation and apoptosis in renal tubular epithelial cells by affecting the activity of the PI3K/Akt pathway in the development of sepsis-associated acute kidney injury.
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Affiliation(s)
- Xiaokun Ye
- Department of Immunology, Medical School, Nantong University, Nantong, Jiangsu, People's Republic of China; Clinical laboratory, The Second Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, People's Republic of China
| | - Xuesong Wang
- Department of Immunology, Medical School, Nantong University, Nantong, Jiangsu, People's Republic of China
| | - Shichao Zhang
- Department of Immunology, Medical School, Nantong University, Nantong, Jiangsu, People's Republic of China
| | - Yingying Wang
- Department of Immunology, Medical School, Nantong University, Nantong, Jiangsu, People's Republic of China
| | - Yingwen Han
- Department of Immunology, Medical School, Nantong University, Nantong, Jiangsu, People's Republic of China
| | - Ziyi Wang
- Department of Immunology, Medical School, Nantong University, Nantong, Jiangsu, People's Republic of China
| | - Xiaoyi Shao
- Department of Immunology, Medical School, Nantong University, Nantong, Jiangsu, People's Republic of China.
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Cai K, Mao W, Yang M, Chen C, Gong S, Zheng L, Zhao C. Impact of the Geriatric Nutritional Risk Index on short-term prognosis of patients with sepsis-related acute kidney injury: analysis using the MIMIC-IV database. BMC Nephrol 2025; 26:205. [PMID: 40269775 PMCID: PMC12020311 DOI: 10.1186/s12882-025-04122-2] [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: 01/31/2025] [Accepted: 04/11/2025] [Indexed: 04/25/2025] Open
Abstract
BACKGROUND In critically ill elderly patients, malnutrition is a common comorbidity. The Geriatric Nutritional Risk Index (GNRI) is a straightforward tool for evaluating the nutritional status of elderly individuals. The association between GNRI score and unfavorable health outcomes has been established. However, no studies have yet elucidated the relationship between GNRI score and sepsis-related acute kidney injury (S-AKI). METHODS We sourced patient data from the Medical Information Mart for Intensive Care IV (MIMIC-IV) database. All patients were divided into four groups based on their GNRI score using quartile analysis. The main objective of this study was to investigate the 28-day mortality rate. Secondary study outcomes were the incidence of severe AKI, length of stay in the intensive care unit, and days in the hospital. To evaluate the association between GNRI score and study outcomes, we used a Cox proportional hazards regression model and restricted cubic splines. Kaplan-Meier curves were used to compare the outcomes in each group. RESULTS A total of 4515 elderly patients with S-AKI were included in this study. Patients were categorized into four groups according to GNRI quartile: Q1 (< 78.92), Q2 (78.92-84.88), Q3 (84.88-90.84), and Q4 (> 90.84). Overall 28-day mortality was 29.5%. Patients with a low GNRI were predominantly women, and had a low body mass index. After controlling for confounding factors, GNRI score emerged as an independent predictor of 28-day mortality among elderly patients with S-AKI (Q4 vs. Q1: hazard ratio 0.74, 95% confidence interval 0.63-0.87; p < 0.001). Restricted cubic spline analysis revealed a linear relationship between GNRI and 28-day mortality (p for non-linearity = 0.207), and this association remained consistent across all subgroup analyses. CONCLUSIONS The GNRI is an important nutritional assessment tool, and is useful in predicting the prognosis of critically ill elderly patients with S- AKI.
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Affiliation(s)
- Kailun Cai
- Department of Critical Care Medicine, Zhejiang Hospital, Lingyin Road 12, Hangzhou, Zhejiang, 310013, China
| | - Wenchao Mao
- Department of Critical Care Medicine, Zhejiang Hospital, Lingyin Road 12, Hangzhou, Zhejiang, 310013, China
| | - Mingkun Yang
- Department of Second Clinical Medical College, Zhejiang Chinese Medicine University, Hangzhou, Zhejiang, 310053, China
| | - Changqin Chen
- Department of Critical Care Medicine, Zhejiang Hospital, Lingyin Road 12, Hangzhou, Zhejiang, 310013, China
| | - Shijin Gong
- Department of Critical Care Medicine, Zhejiang Hospital, Lingyin Road 12, Hangzhou, Zhejiang, 310013, China
| | - Lifen Zheng
- Chronic Disease Management Center, Quzhou Kecheng People's Hospital, No.172 Shuanggang Road, Quzhou, Zhejiang, 324000, China
| | - Changyun Zhao
- Department of Critical Care Medicine, Zhejiang Hospital, Lingyin Road 12, Hangzhou, Zhejiang, 310013, China.
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Luther T, Eckerbom P, Cox E, Lipcsey M, Bülow‐Anderberg S, Hultström M, Weis J, Palm F, Francis S, Liss P, Frithiof R. Plasma expansion and renal perfusion in critical COVID-19 with AKI: A prospective case control study. Acta Anaesthesiol Scand 2025; 69:e70004. [PMID: 39988995 PMCID: PMC11848233 DOI: 10.1111/aas.70004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2024] [Revised: 02/04/2025] [Accepted: 02/05/2025] [Indexed: 02/25/2025]
Abstract
INTRODUCTION A decrease in renal perfusion during acute kidney injury (AKI) due to critical COVID-19 has previously been demonstrated. The objective of this study was to compare the effects of plasma expansion with a standardized fluid bolus on renal perfusion in critically ill patients with AKI compared to similar patients without AKI. METHODS A case control study design was used to investigate group differences before and after a standardized intervention. ICU-treated COVID-19 patients without underlying kidney disease were assigned to two groups based on KDIGO Creatinine criteria for AKI. Renal perfusion was assessed by magnetic resonance imaging using phase contrast and arterial spin labeling before and directly after plasma expansion with 7.5 mL/kg Ringer's Acetate (Baxter). Arithmetic means of mean arterial pressures (MAP) recorded before and after plasma infusion were compared. Data was analyzed with a mixed model repeated measures ANOVA for all kidneys using a random effect to account for research subjects. RESULTS Nine patients with AKI and eight without were included in the study. The hemodynamic response to plasma expansion was similar in both groups, with increases in MAP by 9 mmHg (95% CI 0.5-18) and 15 mmHg (95% CI 5-24) in patients with and without AKI, respectively. Total renal perfusion and cortical perfusion were not significantly changed by plasma expansion in either group. There was a reduction of medullary perfusion in patients without AKI from 55 (95% CI 39-79) to 34 (95% CI 24-48) mL/min/100 g (p = .0027). CONCLUSION Plasma expansion with a standardized fluid bolus did not increase renal perfusion in critically ill patients with COVID-19, with or without AKI.
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Affiliation(s)
- Tomas Luther
- Anaesthesiology and Intensive Care Medicine, Department of Surgical SciencesUppsala UniversityUppsalaSweden
| | - Per Eckerbom
- Section of Radiology, Department of Surgical SciencesUppsala UniversityUppsalaSweden
| | - Eleanor Cox
- Sir Peter Mansfield Imaging Centre, School of Physics & AstronomyUniversity of NottinghamNottinghamUK
- NIHR Nottingham Biomedical Research CentreNottingham University Hospitals NHS Trust and the University of NottinghamNottinghamUK
| | - Miklos Lipcsey
- Anaesthesiology and Intensive Care Medicine, Department of Surgical SciencesUppsala UniversityUppsalaSweden
- Hedenstierna Laboratory, Department of Surgical SciencesUppsala UniversityUppsalaSweden
| | - Sara Bülow‐Anderberg
- Anaesthesiology and Intensive Care Medicine, Department of Surgical SciencesUppsala UniversityUppsalaSweden
| | - Michael Hultström
- Anaesthesiology and Intensive Care Medicine, Department of Surgical SciencesUppsala UniversityUppsalaSweden
- Integrative Physiology, Department of Medical Cell BiologyUppsala UniversityUppsalaSweden
| | - Jan Weis
- Department of Medical PhysicsUppsala University HospitalUppsalaSweden
| | - Fredrik Palm
- Integrative Physiology, Department of Medical Cell BiologyUppsala UniversityUppsalaSweden
| | - Susan Francis
- Sir Peter Mansfield Imaging Centre, School of Physics & AstronomyUniversity of NottinghamNottinghamUK
- NIHR Nottingham Biomedical Research CentreNottingham University Hospitals NHS Trust and the University of NottinghamNottinghamUK
| | - Per Liss
- Section of Radiology, Department of Surgical SciencesUppsala UniversityUppsalaSweden
| | - Robert Frithiof
- Anaesthesiology and Intensive Care Medicine, Department of Surgical SciencesUppsala UniversityUppsalaSweden
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Gómez H, Chen X, Minturn JS, Saraiva IE, Hamahata N, Zaidi A, Sakhuja A, Chang CCH, Clermont G, Zarbock A, Kellum JA. Persistent severe acute kidney injury is a major modifiable determinant of outcome during critical illness. Intensive Care Med 2025; 51:542-555. [PMID: 39966171 DOI: 10.1007/s00134-025-07821-4] [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: 05/17/2024] [Accepted: 01/28/2025] [Indexed: 02/20/2025]
Abstract
RATIONALE Most cases of acute kidney injury (AKI) resolve within 72 h. However, a small number of patients with persistent severe AKI have significantly worse outcomes. We sought to describe the occurrence, impact on outcome and risk factors associated with persistent severe AKI in critically ill patients using a standardized definition. METHODS Retrospective cohort study, investigating critically ill patients admitted to one of 16 hospitals from October 2010 to June 2018. We defined persistent severe AKI as Kidney Disease: Improving Global Outcomes stage 2-3 AKI that progressed to and persisted at stage 3 for ≥ 72 h. Risk factors for persistent severe AKI and its association with outcomes were assessed using the super learner algorithm, integrating LASSO logistic regression and XGBoost, and multivariate logistic regression or Cox proportional hazards models, using no persistent severe AKI as the comparator. MEASUREMENTS AND MAIN RESULTS Of 65,119/190,550 (34.2%) patients with stage 2-3 AKI, 8,059 (12.4%) had persistent severe AKI. Severe, early community-acquired AKI, high fluid balance, multiple organ dysfunction, sepsis and shock were important risk factors. Persistent severe AKI was associated with an increased risk of 90-day mortality (HR 1.5, 95% CI 1.4-1.6), hospital readmission (OR 2.0, 95% CI 1.8-2.3), and with a lower probability of renal recovery (OR 0.14, 95% CI 0.13, 0.15). CONCLUSIONS Persistent severe AKI is an uncommon, but important complication in critically ill patients, associated with an increased risk of renal non-recovery, hospital readmission and death, and an important target for therapeutic development.
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Affiliation(s)
- Hernando Gómez
- Program for Critical Care Nephrology, Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, USA.
- Department of Critical Care Medicine, University of Pittsburgh Medical Center, Pittsburgh, USA.
- CRISMA Center, Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, USA.
| | - Xinlei Chen
- Department of Biostatistics, School of Public Health, University of Pittsburgh, Pittsburgh, USA
| | - John S Minturn
- Department of Critical Care Medicine, University of Pittsburgh Medical Center, Pittsburgh, USA
- CRISMA Center, Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, USA
| | - Ivan E Saraiva
- Program for Critical Care Nephrology, Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, USA
- Department of Critical Care Medicine, University of Pittsburgh Medical Center, Pittsburgh, USA
- CRISMA Center, Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, USA
| | | | - Arsalan Zaidi
- Program for Critical Care Nephrology, Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, USA
- Department of Critical Care Medicine, University of Pittsburgh Medical Center, Pittsburgh, USA
- CRISMA Center, Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, USA
| | - Ankit Sakhuja
- Division of Data Driven and Digital Medicine, Institute for Critical Care Medicine and The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, USA
| | - Chung-Chou H Chang
- Department of Biostatistics, School of Public Health, University of Pittsburgh, Pittsburgh, USA
- Department of Medicine, University of Pittsburgh, Pittsburgh, USA
| | - Gilles Clermont
- Program for Critical Care Nephrology, Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, USA
- Department of Critical Care Medicine, University of Pittsburgh Medical Center, Pittsburgh, USA
- CRISMA Center, Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, USA
| | - Alexander Zarbock
- Department of Anaesthesiology, Intensive Care and Pain Medicine, University Hospital of Münster, Münster, Germany
| | - John A Kellum
- Program for Critical Care Nephrology, Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, USA
- Department of Critical Care Medicine, University of Pittsburgh Medical Center, Pittsburgh, USA
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Zhuang C, Hu R, Li K, Liu Z, Bai S, Zhang S, Wen X. Machine learning prediction models for mortality risk in sepsis-associated acute kidney injury: evaluating early versus late CRRT initiation. Front Med (Lausanne) 2025; 11:1483710. [PMID: 39911678 PMCID: PMC11794530 DOI: 10.3389/fmed.2024.1483710] [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: 08/20/2024] [Accepted: 12/18/2024] [Indexed: 02/07/2025] Open
Abstract
Background Sepsis-associated acute kidney injury (S-AKI) has a significant impact on patient survival, with continuous renal replacement therapy (CRRT) being a crucial intervention. However, the optimal timing for CRRT initiation remains controversial. Methods Using the MIMIC-IV database for model development and the eICU database for external validation, we analyzed patients with S-AKI to compare survival rates between early and late CRRT initiation groups. Propensity score matching was performed to address potential selection bias. Subgroup analyses stratified patients by disease severity using SOFA scores (low ≤10, medium 11-15, high >15) and creatinine levels (low ≤3 mg/dL, medium 3-5 mg/dL, high >5 mg/dL). Multiple machine learning models were developed and evaluated to predict patient prognosis, with Shapley Additive exPlanations (SHAP) analysis identifying key prognostic factors. Results After propensity score matching, late CRRT initiation was associated with improved survival probability, but led to increased hospital and ICU stays. Subgroup analyses showed consistent trends favoring late CRRT across all SOFA categories, with the most pronounced effect in high SOFA scores (>15, p = 0.058). The GBM model demonstrated robust predictive performance (average C-index 0.694 in validation and test sets). SHAP analysis identified maximum lactate levels, age, and minimum SpO2 as the strongest predictors of mortality, while CRRT timing showed relatively lower impact on outcome prediction. Conclusion While later initiation of CRRT in S-AKI patients was associated with improved survival, this benefit comes with increased healthcare resource utilization. The clinical parameters, rather than CRRT timing, are the primary determinants of patient outcomes, suggesting the need for a more personalized approach to CRRT initiation based on overall illness severity.
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Affiliation(s)
- Chuanren Zhuang
- Department of Laboratory Medicine, Cangnan Hospital of Traditional Chinese Medicine, Wenzhou, Zhejiang, China
| | - Ruomeng Hu
- Department of Critical Care Medicine, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Ke Li
- Department of Critical Care Medicine, The People’s Hospital of Cangnan Zhejiang, Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Zhengshuang Liu
- Department of Critical Care Medicine, Cangnan Hospital of Traditional Chinese Medicine, Wenzhou, Zhejiang, China
| | - Songjie Bai
- Department of Cardiovascular Surgery, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi, China
| | - Sheng Zhang
- Department of Critical Care Medicine, Taizhou Hospital of Zhejiang Province, Wenzhou Medical University, Taizhou, China
| | - Xuehuan Wen
- Department of Oncology, The People’s Hospital of Cangnan Zhejiang, Wenzhou Medical University, Wenzhou, Zhejiang, China
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10
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Li M, Tong W, Dai C, Lu G, Jin D, Deng F. Downregulation of the immunoproteasome subunit PSMB8 attenuates sepsis-associated acute kidney injury through the NF-κB pathway. Immunobiology 2025; 230:152862. [PMID: 39733737 DOI: 10.1016/j.imbio.2024.152862] [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: 07/24/2024] [Revised: 10/15/2024] [Accepted: 12/05/2024] [Indexed: 12/31/2024]
Abstract
Sepsis-associated acute kidney injury (S-AKI) is a prevalent and life-threatening complication in hospitalized and critically ill patients. Recent researches indicates that immunoproteasome, especially proteasome 20S subunit beta 8 (PSMB8), is highly associated with various kidney diseases. This study aims to investigate the potential involvement of PSMB8 in S-AKI and its impact on apoptosis and inflammation. The model of S-AKI induced by LPS (10 mg/kg) was assessed by histological examination. ELISA and Real-time PCR were used to detect the levels of inflammatory cytokines in the renal cortex. The role of shPSMB8 in LPS-induced apoptosis was detected by flow cytometry. Finally, western blot was performed to assess the NF-κB signaling pathway related proteins, and the nuclear translocation of NF-kB P65 was detected by immunofluorescence microscopy. PSMB8 knockdown substantially protected against renal injury by reducing blood urea nitrogen and creatinine levels and ameliorating inflammation. PSMB8 knockdown inhibited renal expression of interleukin (IL)-1β, IL-6, tumor necrosis factor-α (TNF-α) and COX-2 to improve inflammatory response. Mechanistic studies demonstrated that downregulation of PSMB8 blocked LPS-induced S-AKI phosphorylation and nuclear translocation of NF-κB P65. Collectively, our results suggest that inhibition of PSMB8 significantly contributes to S-AKI via regulation of NF-κB. These findings reveal the pathogenic role of PSMB8 in AKI and suggest a novel therapeutic target for the condition.
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Affiliation(s)
- Min Li
- Department of Pediatric Nephrology, Children's Hospital of Anhui Medical University, Hefei, China; Department of Pediatric Nephrology, Anhui Provincial Children's Hospital, Hefei, China
| | - Wenjia Tong
- Department of Pediatric Nephrology, Children's Hospital of Anhui Medical University, Hefei, China; Department of Pediatric Nephrology, Anhui Provincial Children's Hospital, Hefei, China
| | - Chao Dai
- Department of Pediatric Intensive Care Unit, Children's Hospital of Anhui Medical University, Hefei, China; Department of Pediatric Intensive Care Unit, Anhui Provincial Children's Hospital, Hefei, China
| | - Guoping Lu
- Department of Pediatric Intensive Care Unit, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, China
| | - Danqun Jin
- Department of Pediatric Intensive Care Unit, Children's Hospital of Anhui Medical University, Hefei, China; Department of Pediatric Intensive Care Unit, Anhui Provincial Children's Hospital, Hefei, China.
| | - Fang Deng
- Department of Pediatric Nephrology, Children's Hospital of Anhui Medical University, Hefei, China; Department of Pediatric Nephrology, Anhui Provincial Children's Hospital, Hefei, China.
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11
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Su J, Wang L, Guan X, Li N, Sun L. Knocking-down annexin A3 suppresses inflammation, oxidative stress, apoptosis, and endoplasmic reticulum stress to attenuate sepsis-induced acute kidney injury in HK2 cells. Cytojournal 2024; 21:75. [PMID: 39917002 PMCID: PMC11801658 DOI: 10.25259/cytojournal_64_2024] [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: 05/17/2024] [Accepted: 11/26/2024] [Indexed: 02/09/2025] Open
Abstract
Objective Sepsis-induced acute kidney injury (AKI) is considered as a life-threatening complication of sepsis. The purpose of this study is to clarify the involvement of annexin A3 (ANXA3) in sepsis-related AKI. Material and Methods Lipopolysaccharide (LPS) was used to establish a cell model based on HK2 cells. ANXA3 expression was quantified through quantitative real-time polymerase chain reaction. Cell proliferative capacities were assessed through 5-ethynyl-2'-deoxyuridine proliferation, cell counting kit-8, and colony formation experiments. Flow cytometry was utilized to analyze apoptotic cells. Inflammatory and oxidative stress indicators were measured by employing corresponding commercial assay kits. Endoplasmic reticulum (ER) stress markers were quantified through western blot analysis. Results ANXA3 levels were significantly elevated in HK2 cells treated with LPS and in serum samples obtained from patients with AKI and sepsis (P < 0.001). LPS treatment exacerbated cellular damage, leading to increased ER and oxidative stresses, apoptosis, and inflammation, whereas knocking down ANXA3 significantly reversed these changes (P < 0.001). Conclusion Interference with ANXA3 protected HK2 cells from LPS-induced cell injury through inhibiting inflammation, oxidative stress, apoptosis, and ER stress.
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Affiliation(s)
- Jie Su
- Department of Emergency, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei, China
| | - Lantao Wang
- Department of Emergency, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei, China
| | - Xiaoying Guan
- Department of Emergency, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei, China
| | - Nan Li
- Department of Emergency, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei, China
| | - Lixiao Sun
- Department of Intensive Care Medicine, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei, China
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12
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Pei S, Zheng L, Tian Z, Meng S, Wang Z, Fan Y, Liu J, Cui Y, Xie K. High concentration hydrogen attenuates sepsis-induced acute kidney injury by promoting mitochondrial biogenesis and fusion. Int Immunopharmacol 2024; 143:113410. [PMID: 39433013 DOI: 10.1016/j.intimp.2024.113410] [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: 07/29/2024] [Revised: 09/28/2024] [Accepted: 10/12/2024] [Indexed: 10/23/2024]
Abstract
Sepsis is a major cause of mortality among critical patients. Acute kidney injury (AKI) is the common complication in patients with sepsis, characterized by rapid deterioration of renal function. The purpose of this study is to assess the impact of inhaling high concentration hydrogen on septic mice with AKI and to examine the involvement of mitochondria in this process. High concentration hydrogen does not cause hypoxia and can alleviate AKI and improve 7-day survival in septic mice. Inflammatory factors are markedly elevated in the serum and renal tissues in CLP group which are dramatically down-regulated by hydrogen. The activities of both antioxidant enzymes are significantly reduced after CLP, whereas hydrogen markedly increases the activities of SOD and CAT. MMP is found to be significantly lower in CLP group whereas this effect is reversed by hydrogen. The trend of ATP content in renal tissues corresponded with that of MMP. There is a substantial downregulation of PGC-1α, Nrf2, and TFAM protein in CLP group. Drp1 expression is significantly higher in CLP group compared to Sham group, while the opposite trend is observed for MFN2. Hydrogen can reverse these changes. Inhalation of high concentration hydrogen can improve acute kidney injury, 7-day survival, inflammatory response and oxidative stress in septic mice. The mechanism may be related to inhibit renal mitochondrial fission and promote mitochondrial fusion and biogenesis.
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Affiliation(s)
- Shuaijie Pei
- Department of Critical Care Medicine, Tianjin Medical University General Hospital, Tianjin, China; Department of Anesthesiology, Tianjin Medical University General Hospital, Tianjin, China
| | - Lina Zheng
- Department of Critical Care Medicine, Tianjin Medical University General Hospital, Tianjin, China; Department of Anesthesiology, Shanxi Provincial People's Hospital, Tai Yuan, Shanxi, China
| | - Zhigang Tian
- Department of Anesthesiology, Tianjin Medical University General Hospital, Tianjin, China; Department of Anesthesiology, Huanghua Development Zone Boai Hospital, Affiliate of Oriental College of Beijing University of Traditional Chinese Medicine, Huanghua, Hebei, China
| | - Shuqi Meng
- Department of Critical Care Medicine, Tianjin Medical University General Hospital, Tianjin, China; Department of Anesthesiology, Tianjin Medical University General Hospital, Tianjin, China
| | - Zhiwei Wang
- Department of Critical Care Medicine, Tianjin Medical University General Hospital, Tianjin, China
| | - Yan Fan
- Department of Critical Care Medicine, Tianjin Medical University General Hospital, Tianjin, China
| | - Jianfeng Liu
- Department of Critical Care Medicine, Tianjin Medical University General Hospital, Tianjin, China; Department of Anesthesiology, Tianjin Medical University General Hospital, Tianjin, China
| | - Yan Cui
- Department of Pathogen Biology, School of Basic Medical Sciences, Tianjin Medical University, Tianjin 300070, China.
| | - Keliang Xie
- Department of Critical Care Medicine, Tianjin Medical University General Hospital, Tianjin, China; Department of Anesthesiology, Tianjin Medical University General Hospital, Tianjin, China.
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Xia YM, Guan YQ, Liang JF, Wu WD. TAK-242 improves sepsis-associated acute kidney injury in rats by inhibiting the TLR4/NF-κB signaling pathway. Ren Fail 2024; 46:2313176. [PMID: 38482886 PMCID: PMC10877656 DOI: 10.1080/0886022x.2024.2313176] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Accepted: 01/27/2024] [Indexed: 03/18/2024] Open
Abstract
OBJECTIVE This study was designed to observe the effect of toll-like receptor 4 (TLR4)/nuclear factor kappa-B (NF-κB) pathway activity on sepsis-associated acute kidney injury (SA-AKI), thereby providing new considerations for the prevention and treatment of SA-AKI. METHODS The rats were divided into Sham, cecal ligation and puncture (CLP), CLP + vehicle, and CLP + TAK-242 groups. Except the Sham group, a model of CLP-induced sepsis was established in other groups. After 24 h, the indicators related to kidney injury in blood samples were detected. The pathological changes in the kidneys were observed by hematoxylin-eosin staining, and tubular damage was scored. Oxidative stress-related factors, mitochondrial dysfunction-related indicators in each group were measured; the levels of inflammatory factors in serum and kidney tissue of rats were examined. Finally, the expression of proteins related to the TLR4/NF-κB signaling pathway was observed by western blot. RESULTS Compared with the CLP + vehicle and CLP + TAK-242 groups, the CLP + TAK-242 group reduced blood urea nitrogen (BUN), creatinine (Cr), cystatin-C (Cys-C), reactive oxygen species (ROS), malondialdehyde (MDA), and inflammatory factors levels (p < 0.01), as well as increased superoxide dismutase (SOD) activity of CLP rats (p < 0.01). Additionally, TAK-242 treatment improved the condition of CLP rats that had glomerular and tubular injuries and mitochondrial disorders (p < 0.01). Further mechanism research revealed that TAK-242 can inhibit the TLR4/NF-κB signaling pathway activated by CLP (p < 0.01). Above indicators after TAK-242 treatment were close to those of the Sham group. CONCLUSION TAK-242 can improve oxidative stress, mitochondrial dysfunction, and inflammatory response by inhibiting the activity of TLR4/NF-κB signaling pathway, thereby preventing rats from SA-AKI.
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Affiliation(s)
- Yan-mei Xia
- Department of Critical, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Taiyuan, PRChina
- Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, PRChina
| | - Yu-qian Guan
- Department of Critical, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Taiyuan, PRChina
| | - Ji-fang Liang
- Department of Critical, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Taiyuan, PRChina
- Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, PRChina
| | - Wei-dong Wu
- Department of Critical, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Taiyuan, PRChina
- Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, PRChina
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14
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Xu F, Tan X, Wang J, Lu S, Ding H, Xue M, Chen Y, Wang S, Teng J, Shi Y, Song Z. Cell-free DNA predicts all-cause mortality of sepsis-induced acute kidney injury. Ren Fail 2024; 46:2273422. [PMID: 38419570 PMCID: PMC10906115 DOI: 10.1080/0886022x.2023.2273422] [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: 05/26/2023] [Accepted: 10/16/2023] [Indexed: 03/02/2024] Open
Abstract
Background Sepsis-induced acute kidney injury (S-AKI) is a common complication in critically ill patients. Therefore, reliable biomarkers for predicting S-AKI outcomes are necessary. Serum cell-free DNA (cfDNA) is a circulating extracellular DNA fragment used as a noninvasive screening tool for many diseases, including sepsis. This study aimed to investigate the prognostic value of cfDNA in S-AKI patients and its relationship with some other parameters.Methods A total of 89 S-AKI patients admitted to the intensive care unit (ICU) from June 2021 to December 2021 were enrolled in this study. The patients were categorized into the low cfDNA group (< 855 ng/ml) and high cfDNA group (≥ 855 ng/ml) and were followed up for three months. CfDNA was extracted from serum and quantified using Quant-iT PicoGreen dsDNA Reagent.Results Overall survival was significantly lower in the high cfDNA group than in the low cfDNA group (Log-Rank p = 0.012). Univariate Cox proportional hazard model showed that cfDNA was significantly associated with all-cause mortality (HR [hazard ratio] 2.505, 95% CI [95% confidence interval] 1.184-5.298, p = 0.016). Also, serum cfDNA was a significant risk factor for all-cause mortality after adjusting for covariates (HR 2.191, 95% CI 1.017-4.721, p = 0.045). Moreover, cfDNA was positively correlated with several baseline parameters, including serum creatine, aspartate aminotransferase, alanine aminotransferase, prothrombin time, and International Normalized Ratio.Conclusion High serum cfDNA level is associated with higher mortality among the S-AKI population, indicating that cfDNA is a valuable biomarker for S-AKI prognosis.
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Affiliation(s)
- Feixiang Xu
- Department of Emergency, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Xiao Tan
- Department of Nephrology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Jianli Wang
- Department of Emergency, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Su Lu
- Department of Emergency, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Hailin Ding
- Department of Emergency, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Mingming Xue
- Department of Emergency, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Yumei Chen
- Department of Emergency, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Sheng Wang
- Department of Emergency, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Jie Teng
- Department of Nephrology, Zhongshan Hospital (Xiamen), Fudan University, Xiamen, China
- Nephrology Clinical Quality Control Center of Xiamen, Xiamen, China
| | - Yiqin Shi
- Department of Nephrology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Zhenju Song
- Department of Emergency, Zhongshan Hospital, Fudan University, Shanghai, China
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15
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Huang J, Zhao Y, Luo X, Luo Y, Ji J, Li J, Lai J, Liu Z, Chen Y, Lin Y, Liu J. Dexmedetomidine inhibits ferroptosis and attenuates sepsis-induced acute kidney injury via activating the Nrf2/SLC7A11/FSP1/CoQ10 pathway. Redox Rep 2024; 29:2430929. [PMID: 39581576 PMCID: PMC11587839 DOI: 10.1080/13510002.2024.2430929] [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] [Indexed: 11/26/2024] Open
Abstract
OBJECTIVES The molecular mechanism underlying the protective effects of DEX against sepsis-induced acute kidney injury (SAKI) remains to be elucidated. METHODS We established S-AKI models in vivo via CLP and in vitro with LPS-induced HK-2 cells. RESULTS The Nrf2/SLC7A11/FSP1/CoQ10 pathway was inhibited in S-AKI both in vitro and in vivo. The overexpression of Nrf2 inhibited LPS-induced ferroptosis by activating the SLC7A11/FSP1/CoQ10 pathway. DEX ameliorated kidney tissue damage, as determined by a decrease in BUN, Cr, and inflammatory factor levels, along with renal tubule vacuolation and inflammatory cell infiltration in S-AKI mice. Additionally, DEX treatment significantly ameliorated ferroptosis in S-AKI in vitro and in vivo, as indicated by an improvement in mitochondrial shrinkage and disruption of cristae, a decrease in iron, ROS, MDA, and 4-HNE levels, and an increase in GSH and GPX4 levels. Mechanistically, DEX treatment restored the reduction of Nrf2 expression and nuclear translocation in S-AKI, as well as, the levels of downstream SLC7A11, FSP1, and CoQ10. Knocking down Nrf2 in vitro and administering brusatol in vivo eliminated the protective effect of DEX against S-AKI. CONCLUSIONS DEX mitigated ferroptosis and attenuated S-AKI by activating the Nrf2/SLC7A11/FSP1/CoQ10 pathway. Abbreviation: CLP: Cecal ligation puncture; LPS: Lipopolysaccharide; Nrf2: Nuclear factor-erythroid- 2-related factor 2; SLC7A11: Solute carrier family 7 member 11; FSP1: Ferroptosis suppressor protein 1; CoQ10: Coenzyme Q10; BUN: Blood urea nitrogen; Cr: Serum creatinine; ROS: Reactive oxygen species; MDA: Malondialdehyde; 4-HNE: 4-hydroxynonenal; GSH: Hlutathione; GPX4: Glutathione peroxidase 4.
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Affiliation(s)
- Jiao Huang
- Department of Anesthesiology, The First Affiliated Hospital of Guangxi Medical University, Nanning, People’s Republic of China
| | - Yang Zhao
- Department of Anesthesiology, Affiliated Hospital of North Sichuan Medical College, Nanchong, People’s Republic of China
| | - Xi Luo
- Department of Anesthesiology, The First Affiliated Hospital of Guangxi Medical University, Nanning, People’s Republic of China
| | - Yunpeng Luo
- Department of Anesthesiology, Guizhou Provincial People’s Hospital, Guiyang, People’s Republic of China
| | - Jiemei Ji
- Department of Anesthesiology, The First Affiliated Hospital of Guangxi Medical University, Nanning, People’s Republic of China
| | - Jia Li
- Department of Anesthesiology, The Affiliated Hospital of Zunyi Medical University, Zunyi, People’s Republic of China
| | - Jian Lai
- Department of Anesthesiology, The First Affiliated Hospital of Guangxi Medical University, Nanning, People’s Republic of China
| | - Ziru Liu
- Department of Anesthesiology, Yueyang Central Hospital, Yueyang, People’s Republic of China
| | - Yuanyuan Chen
- Department of Anesthesiology, The First Affiliated Hospital of Guangxi Medical University, Nanning, People’s Republic of China
| | - Yunan Lin
- Department of Anesthesiology, The First Affiliated Hospital of Guangxi Medical University, Nanning, People’s Republic of China
| | - Jingchen Liu
- Department of Anesthesiology, The First Affiliated Hospital of Guangxi Medical University, Nanning, People’s Republic of China
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Shin J, Yoon Y, Oh DJ. Clinical impact of Wnt5a expression on persistence of acute kidney injury in patients with urosepsis. Ren Fail 2024; 46:2369176. [PMID: 38913943 PMCID: PMC11198152 DOI: 10.1080/0886022x.2024.2369176] [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: 02/26/2024] [Accepted: 06/12/2024] [Indexed: 06/26/2024] Open
Abstract
Abnormal Wnt5a expression is associated with dysregulated inflammation and organ dysfunction. However, the effect of Wnt5a activation on the duration of organ dysfunction remains unclear. This prospective study investigated the association between Wnt5a levels and persistent acute kidney injury (AKI) in patients with urosepsis. Serum creatinine and Wnt5a levels were measured on days 1 and 5 and at discharge in 87 patients diagnosed with urosepsis. Patients with urosepsis were classified into an improving acute kidney injury (AKI) group and a persistent or worsening AKI group according to the AKI stage on days 1 and 5. AKI recovery was defined as a discharge-to-baseline serum creatinine ratio of <1.5. Twenty-eight patients with urosepsis (32.2%) had persistent or worsening AKI, and their Wnt5a levels were higher on days 1 and 5 and at discharge than those with improving AKI. The association between Wnt5a levels and persistent or worsening AKI was maintained after adjusting for age, sex, baseline serum creatinine levels, and disease severity. Moreover, elevated Wnt5a levels were associated with an increased risk of major adverse kidney events. High Wnt5a levels at discharge were associated with unrecovered AKI and participants with AKI recovery had a steeper Wnt5a slope over time than those without recovery, irrespective of age, sex, baseline serum creatinine level, or disease severity. Assessment of Wnt5a expression was helpful in predicting AKI persistence and adverse outcomes in patients with urosepsis. Therefore, Wnt5a may serve as a valuable bio-marker for identifying the risk of persistence of AKI.
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Affiliation(s)
- Jungho Shin
- Department of Internal Medicine, Chung-Ang University College of Medicine, Seoul, South Korea
| | - Yoosik Yoon
- Department of Microbiology, Chung-Ang University College of Medicine, Seoul, South Korea
| | - Dong-Jin Oh
- Department of Internal Medicine, Myongji Hospital, Hanyang University College of Medicine, Goyang, South Korea
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17
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Song MJ, Jang Y, Legrand M, Park S, Ko R, Suh GY, Oh DK, Lee SY, Park MH, Lim CM, Jung SY, Lim SY. Epidemiology of sepsis-associated acute kidney injury in critically ill patients: a multicenter, prospective, observational cohort study in South Korea. Crit Care 2024; 28:383. [PMID: 39581988 PMCID: PMC11587587 DOI: 10.1186/s13054-024-05167-9] [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: 09/23/2024] [Accepted: 11/11/2024] [Indexed: 11/26/2024] Open
Abstract
BACKGROUND Despite the clinical importance of sepsis-associated acute kidney injury (SA-AKI), little is known about its epidemiology. We aimed to investigate the incidence and outcomes of SA-AKI, as well as the risk factors for mortality among patients with severe SA-AKI in critically ill patients. METHODS This secondary multicenter, observational, prospective cohort analysis of sepsis in South Korea evaluated patients aged ≥ 19 years admitted to intensive care units with a diagnosis of sepsis. The primary outcome was the incidence of SA-AKI, defined using the new consensus definition of the Acute Disease Quality Initiative 28 Workgroup. Secondary outcomes were in-hospital mortality and risk factors for in-hospital mortality. RESULTS Between September 2019 and December 2022, 5100 patients were admitted to intensive care units with a diagnosis of sepsis, and 3177 (62.3%) developed SA-AKI. A total of 613 (19.3%), 721 (22.7%), and 1843 (58.0%) patients had stage 1, 2, and 3 SA-AKI, respectively. Severe SA-AKI (stages 2 and 3 combined) was associated with an increased risk of in-hospital mortality. Adherence to the fluid resuscitation component of the one-hour sepsis bundle was associated with a decreased risk of in-hospital mortality in severe SA-AKI (adjusted odds ratio, 0.62; 95% confidence interval, 0.48-0.79; P < 0.001). CONCLUSIONS Of the patients admitted to the intensive care unit for sepsis, 62.3% developed SA-AKI. Severe SA-AKI was associated with an increased risk of mortality. Adherence to the fluid resuscitation component of the one-hour sepsis bundle can potentially improve outcomes in these patients.
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Affiliation(s)
- Myung Jin Song
- Department of Internal Medicine, Seoul National University College of Medicine and Seoul National University Bundang Hospital, 82 Gumi-ro, Bundang-gu, Seongnam-si , 13620, Republic of Korea
| | - Yeonhoon Jang
- Office of Hospital Information, Seoul National University Bundang Hospital, Seongnam-si, Republic of Korea
| | - Matthieu Legrand
- Department of Anesthesia and Perioperative Care, Division of Critical Care Medicine, University of California, San Francisco, CA, USA
| | - Sunghoon Park
- Department of Pulmonary, Allergy and Critical Care Medicine, Hallym University Sacred Heart Hospital, Anyang, Republic of Korea
| | - RyoungEun Ko
- Department of Critical Care Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Gee Young Suh
- Department of Critical Care Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Samsung Medical Center, Sungkyunkwan University, Seoul, Republic of Korea
| | - Dong Kyu Oh
- Division of Pulmonology and Critical Care Medicine, Department of Internal Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Su Yeon Lee
- Division of Pulmonology and Critical Care Medicine, Department of Internal Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Mi Hyeon Park
- Division of Pulmonology and Critical Care Medicine, Department of Internal Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Chae-Man Lim
- Division of Pulmonology and Critical Care Medicine, Department of Internal Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Se Young Jung
- Office of Hospital Information, Seoul National University Bundang Hospital, Seongnam-si, Republic of Korea.
- Department of Family Medicine, College of Medicine, Seoul National University, Seoul, Republic of Korea.
| | - Sung Yoon Lim
- Department of Internal Medicine, Seoul National University College of Medicine and Seoul National University Bundang Hospital, 82 Gumi-ro, Bundang-gu, Seongnam-si , 13620, Republic of Korea.
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18
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Zhang L, Liu L, Yan G, Ma X, Zhu G, Dong X, Lu Y, Zhang H. Predictive Value of the Systemic Immune-Inflammation Index in the 28-Day Mortality for Patients with Sepsis-Associated Acute Kidney Injury and Construction of a Prediction Model. J Inflamm Res 2024; 17:8727-8739. [PMID: 39553309 PMCID: PMC11568861 DOI: 10.2147/jir.s488900] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2024] [Accepted: 11/06/2024] [Indexed: 11/19/2024] Open
Abstract
Purpose The predictive value of the Systemic Immune-Inflammation Index (SII) on mortality in patients with sepsis-associated acute kidney injury (S-AKI) remains unclear. This study aims to investigate the predictive value of SII levels at the Intensive Care Unit (ICU) on the 28-day mortality of S-AKI patients. Patients and Methods S-AKI patients admitted to the ICU of Henan Provincial People's Hospital from January 1, 2023, to December 31, 2023. Patients who were diagnosed with S-AKI were divided into survival and death groups based on their 28-day outcome after ICU admission. Using receiver operating characteristic (ROC) curves to determine the best cut-off values and prognostic abilities of various parameters. Kaplan-Meier survival curves describe the 28-day survival of patients after ICU admission. Cox regression analysis identified the main risk factors associated with mortality in S-AKI patients, constructing a predictive nomogram. The concordance index (C-index) and decision curve analysis were used to validate the predictive ability of this model. Results A total of 216 patients with S-AKI were included. ROC analysis showed that SII had the highest predictive value for mortality risk in S-AKI patients after ICU admission. Compared with the low-SII group, the high-SII group had higher 28-day (86.7% vs 32.4%, respectively, P <0.001) mortality rate. Based on Cox regression analysis, a nomogram predictive model was constructed, including age, respiratory failure, SII levels, number of organ dysfunctions at ICU admission, sequential organ failure assessment (SOFA), and acute physiology and chronic health evaluation II (APACHEII). The C-index for predicting the 28-day survival rate was 0.682. Decision curve analysis indicated a high level of clinical predictive efficacy. Conclusion SII serves as a potential biomarker for predicting the prognosis of S-AKI patients. The constructed nomogram prognostic model can aid in assessing the prognosis of S-AKI patients.
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Affiliation(s)
- Lijuan Zhang
- Department of Nephrology, People’s Hospital of Zhengzhou University, Zhengzhou, Henan, People’s Republic of China
- Blood Purification Center, Henan Provincial People’s Hospital, Zhengzhou, Henan, People’s Republic of China
| | - Liyan Liu
- Department of Nephrology, The Fifth People’s Hospital of Jinan, Jinan, Shandong, People’s Republic of China
| | - Guosheng Yan
- Blood Purification Center, Henan Provincial People’s Hospital, Zhengzhou, Henan, People’s Republic of China
| | - Xu Ma
- Blood Purification Center, Henan Provincial People’s Hospital, Zhengzhou, Henan, People’s Republic of China
| | - Guizhen Zhu
- Blood Purification Center, Henan Provincial People’s Hospital, Zhengzhou, Henan, People’s Republic of China
| | - Xinxin Dong
- Blood Purification Center, Henan Provincial People’s Hospital, Zhengzhou, Henan, People’s Republic of China
| | - Yang Lu
- Blood Purification Center, Henan Provincial People’s Hospital, Zhengzhou, Henan, People’s Republic of China
| | - Hongtao Zhang
- Department of Nephrology, People’s Hospital of Zhengzhou University, Zhengzhou, Henan, People’s Republic of China
- Blood Purification Center, Henan Provincial People’s Hospital, Zhengzhou, Henan, People’s Republic of China
- Department of Nephrology, Fuwai Central China Cardiovascular Hospital, Zhengzhou, Henan, People’s Republic of China
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19
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Shi Q, Xiao Z, Cai W, Chen Y, Liang H, Ye Z, Li Z, Liang X. Quantitative proteomics analysis reveals the protective role of S14G-humanin in septic acute kidney injury using 4D-label-free and PRM Approaches. Biochem Biophys Res Commun 2024; 733:150630. [PMID: 39332154 DOI: 10.1016/j.bbrc.2024.150630] [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: 06/12/2024] [Revised: 08/29/2024] [Accepted: 08/29/2024] [Indexed: 09/29/2024]
Abstract
Mitochondrial dysfunction contributes to septic acute kidney injury (S-AKI), making mitochondrial protection a potential therapeutic strategy. This study investigates the effects of S14G-humanin (HNG) in S-AKI, utilizing 4D-label-free and parallel reaction monitoring (PRM) techniques for proteomic analysis. An S-AKI model was created in male C57BL/6 mice using lipopolysaccharide (LPS) injection, followed by HNG administration. After 24 h, kidney tissues were analyzed for histology, biochemistry, mitochondrial function, and proteomics. HNG treatment improved renal function, reduced tubular injury, and decreased pro-inflammatory cytokines and oxidative stress markers. Proteomic analysis identified 5900 proteins, with 5111 quantifiable. HNG altered the expression of 132 proteins, with 18 selected for PRM validation. Ten of these proteins were linked to key pathways, including fatty acid degradation and PPAR signaling. This study is the first to show HNG's protective effects in S-AKI, providing insights into its mechanisms through advanced proteomic techniques.
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Affiliation(s)
- Qingying Shi
- Department of Nephrology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, 106th, Zhongshan Road II, Guangzhou, 510080, China
| | - Zhenmeng Xiao
- Blood Purification Center, the People's Hospital of Zhengzhou University, No. 7 Weiwu Road, Zhengzhou, 450003, China
| | - Wenjing Cai
- Department of Nephrology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, 106th, Zhongshan Road II, Guangzhou, 510080, China
| | - Yuanhan Chen
- Department of Nephrology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, 106th, Zhongshan Road II, Guangzhou, 510080, China; Guangdong-Hong Kong Joint Laboratory on Immunological and Genetic Kidney Diseases, 106th, Zhongshan Road II, Guangzhou, 510080, China
| | - Huaban Liang
- Department of Nephrology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, 106th, Zhongshan Road II, Guangzhou, 510080, China; Guangdong-Hong Kong Joint Laboratory on Immunological and Genetic Kidney Diseases, 106th, Zhongshan Road II, Guangzhou, 510080, China
| | - Zhiming Ye
- Department of Nephrology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, 106th, Zhongshan Road II, Guangzhou, 510080, China; Guangdong-Hong Kong Joint Laboratory on Immunological and Genetic Kidney Diseases, 106th, Zhongshan Road II, Guangzhou, 510080, China
| | - Zhilian Li
- Department of Nephrology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, 106th, Zhongshan Road II, Guangzhou, 510080, China; Guangdong-Hong Kong Joint Laboratory on Immunological and Genetic Kidney Diseases, 106th, Zhongshan Road II, Guangzhou, 510080, China.
| | - Xinling Liang
- Department of Nephrology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, 106th, Zhongshan Road II, Guangzhou, 510080, China; Guangdong-Hong Kong Joint Laboratory on Immunological and Genetic Kidney Diseases, 106th, Zhongshan Road II, Guangzhou, 510080, China.
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20
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Sun J, Qi Y, Wang Y, Wang W, Meng P, Han C, Chen B. Association of Serum Ferritin Levels with Short-Term Mortality Risk in Sepsis-Associated Acute Kidney Injury: A Retrospective Cohort Study. Nephron Clin Pract 2024; 149:185-196. [PMID: 39527922 DOI: 10.1159/000542410] [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: 12/22/2023] [Accepted: 10/05/2024] [Indexed: 11/16/2024] Open
Abstract
BACKGROUND This study aimed to assess the prognostic significance of serum ferritin levels in sepsis-associated acute kidney injury (SA-AKI) and their correlation with short-term mortality. Despite the established predictive value of serum ferritin in various serious diseases, its specific prognostic relevance in SA-AKI remains unexplored. Therefore, this study seeks to fill this research gap by investigating the association between serum ferritin levels and short-term mortality in patients with SA-AKI. METHODS This retrospective cohort study utilized clinical data from the Medical Information Mart for Intensive Care-IV (MIMIC-IV) database, including all patients with SA-AKI admitted to the intensive care unit for the first time. The relationship between serum ferritin levels and 28-day mortality was explored using restricted cubic splines. Kaplan-Meier curves and Cox regression models were employed to evaluate the association between serum ferritin levels and mortality. Subgroup and sensitivity analyses were performed to verify the robustness of the results. RESULTS In this study, a total of 878 patients (486 males and 392 females) with a median age of 63.7 years were enrolled. The results indicated that increasing serum ferritin levels were linearly associated with a gradual increase in 28-day mortality rates. Specifically, patients in the highest quartile of serum ferritin had significantly higher 28-day mortality compared to those in the reference group (the first quartile of ferritin levels). After adjusting for various factors, the fully adjusted hazard ratio was 1.92 (95% CI: 1.24-2.96, p = 0.003). CONCLUSION In patients with SA-AKI, higher serum ferritin levels are associated with an increased 28-day mortality rate.
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Affiliation(s)
- Jie Sun
- Intensive Care Unit, The Second Hospital of Tianjin Medical University, Tianjin, China,
- Department of Emergency Medicine, Jincheng People's Hospital, Jincheng, China,
| | - Ying Qi
- Intensive Care Unit, The Second Hospital of Tianjin Medical University, Tianjin, China
| | - Yan Wang
- Department of Respiratory and Critical Care Medicine, Jincheng General Hospital, Jincheng, China
| | - Wenxin Wang
- Intensive Care Unit, The Second Hospital of Tianjin Medical University, Tianjin, China
| | - Pengpeng Meng
- Department of Respiratory and Critical Care Medicine, Jincheng General Hospital, Jincheng, China
| | - Changjin Han
- Department of Respiratory and Critical Care Medicine, Jincheng General Hospital, Jincheng, China
| | - Bing Chen
- Intensive Care Unit, The Second Hospital of Tianjin Medical University, Tianjin, China
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21
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Yagnik K, Mohan G, Ketkar A, Nivera N, Weiner S, Patton C, Du D. Factors Affecting Continuous Renal Replacement Therapy (CRRT) in Patients With Septic Shock: An Analysis of a National Inpatient Sample Database. Cureus 2024; 16:e74356. [PMID: 39720367 PMCID: PMC11668267 DOI: 10.7759/cureus.74356] [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: 11/23/2024] [Indexed: 12/26/2024] Open
Abstract
BACKGROUND Septic shock is defined as sepsis with hypotension requiring vasopressors to maintain a mean arterial pressure above 65 mmHg and having a serum lactate level of more than 2 mmol/L despite adequate volume resuscitation as per the Sepsis-3 criteria. Continuous renal replacement therapy (CRRT) is commonly utilized in septic shock patients for the treatment of acute kidney injury as well as for modulating immune response and maintaining hemodynamic stability. METHODS We looked at the National Inpatient Sample database in 2019. We identified adult patients with septic shock as the primary diagnosis using the International Classification of Diseases, 10th revision, clinical modification codes R65.21 and R78.81, and subbranches of Aa41, A40, and R60. STATA 18 (StataCorp, College Station, TX) was used to perform logistic multivariate regression analyses. RESULTS A total of 15,794 adults who were admitted for septic shock as the primary diagnosis underwent CRRT. The mean age of the patients was 61.7 years. The overall mortality rate was 57% (N = 9,002). An increase in age by one year was associated with a 1% increase in mortality (p = 0.001). The presence of hypertension increased mortality by 29% (N = 6,391) (p = 0.028). Interestingly, preexisting diabetes mellitus improved mortality by 37% (N = 3331) (p = 0.001).The outcome of CRRT was better in patients with chronic kidney disease, with a 26% improvement in mortality (N = 2341) (p = 0.001). A significant improvement in outcome (29% decrease in mortality, p=0.013) and 31% reduction in hospital length of stay (p = 0.008) was noted with CRRT initiated on day 2 of hospitalization. CONCLUSION This study highlights that the approximate time of initiation of CRRT for optimal benefit of the treatment is between 24 and 48 hours of hospitalization. This study emphasizes the prognostic factors of a standard therapy, which can serve as a basis for clinical decision-making.
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Affiliation(s)
- Karan Yagnik
- Internal Medicine, Monmouth Medical Center, Long Branch, USA
| | - Gaurav Mohan
- Internal Medicine, Monmouth Medical Center, Long Branch, USA
| | - Apurva Ketkar
- Internal Medicine, Monmouth Medical Center, Long Branch, USA
| | - Noel Nivera
- Nephrology, Monmouth Medical Center, Long Branch, USA
| | - Sharon Weiner
- Pulmonology, Rutgers Health/Monmouth Medical Center, Long Branch, USA
| | - Chandler Patton
- Pulmonary and Critical Care, Monmouth Medical Center, Long Branch, USA
| | - Doantrang Du
- Internal Medicine, Robert Wood Johnson (RWJ) Barnabas Health, Long Branch, USA
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22
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Hu J, Lin Y, Wang Y, Shi Y, Shi X, Wu B. Diagnostic and Prognostic Values of KLF5 and RUNX1 in Acute Kidney Injury in Septic Patients. Appl Biochem Biotechnol 2024; 196:8306-8316. [PMID: 38727937 DOI: 10.1007/s12010-024-04956-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/16/2024] [Indexed: 12/14/2024]
Abstract
Diagnostic and prognostic values of Kruppel-like factor 5 (KLF5) and Runt-related transcription factor 1 (RUNX1) were determined in sepsis-induced acute kidney injury (SI-AKI). The study included 120 septic patients and set two groups: SI-AKI group (n = 60) or non-AKI group (n = 60). Fasting venous blood was drawn, and KLF5 and RUNX1 levels were measured. The receiver operating characteristic curve was plotted for diagnostic evaluation of KLF5 and RUNX1 in SI-AKI. The correlation between KLF5 and RUNX1 and serum creatinine (Scr), cystatin C (Cys-C), and kidney injury molecule 1 (KIM-1) were assessed by Pearson method. Predictive values of KLF5 and RUNX1 in 28-day survival of SI-AKI patients were considered by Kaplan-Meier survival curves and multivariate Cox regression analysis. Serum KLF5 and RUNX1 in SI-AKI patients were upregulated. Serum KLF5 and RUNX1 were of high diagnostic value in distinguishing SI-AKI patients from non-AKI patients. KLF5 and RUNX1 were in a positive correlation with Scr, Cys-C, and KIM-1, respectively. The 28-day survival of SI-AKI patients with high serum KLF5 or RUNX1 expression was poor, and serum KLF5 and RUNX1 expression were independently correlated with SI-AKI patients' survival. KLF5 and RUNX1 have diagnostic and prognostic values in SI-AKI patients.
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Affiliation(s)
- JiaJia Hu
- Department of Medical ICU, The Third Affiliated Hospital of Sun Yat-sen University, No. 600, Tianhe Road, Tianhe District, Guangzhou City, 510630, Guangdong Province, China
| | - YuSen Lin
- Department of Medical ICU, The Third Affiliated Hospital of Sun Yat-sen University, No. 600, Tianhe Road, Tianhe District, Guangzhou City, 510630, Guangdong Province, China
| | - YanHong Wang
- Department of Medical ICU, The Third Affiliated Hospital of Sun Yat-sen University, No. 600, Tianhe Road, Tianhe District, Guangzhou City, 510630, Guangdong Province, China
| | - YunFeng Shi
- Department of Medical ICU, The Third Affiliated Hospital of Sun Yat-sen University, No. 600, Tianhe Road, Tianhe District, Guangzhou City, 510630, Guangdong Province, China
| | - XiaoHan Shi
- Department of Medical ICU, The Third Affiliated Hospital of Sun Yat-sen University, No. 600, Tianhe Road, Tianhe District, Guangzhou City, 510630, Guangdong Province, China
| | - BenQuan Wu
- Department of Medical ICU, The Third Affiliated Hospital of Sun Yat-sen University, No. 600, Tianhe Road, Tianhe District, Guangzhou City, 510630, Guangdong Province, China.
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23
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Molinari L, Rio-Pertuz GD, Priyanka P, Smith A, Maggiore JC, Kennedy J, Gomez H, Seymour CW, Kellum JA. Distribution of Acute and Chronic Kidney Disease Across Clinical Phenotypes for Sepsis. Chest 2024; 166:480-490. [PMID: 38462074 PMCID: PMC11443243 DOI: 10.1016/j.chest.2024.03.006] [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: 08/31/2023] [Revised: 02/27/2024] [Accepted: 03/03/2024] [Indexed: 03/12/2024] Open
Abstract
BACKGROUND Sepsis is the most common cause of acute kidney injury (AKI) in critically ill patients. Four phenotypes (α, β, γ, δ) for sepsis, which have different outcomes and responses to treatment, were described using routine clinical data in the electronic health record. RESEARCH QUESTION Do the frequencies of AKI, acute kidney disease (AKD), chronic kidney disease (CKD), and AKI on CKD differ by sepsis phenotype? STUDY DESIGN AND METHODS This was a secondary analysis of a randomized clinical trial of early resuscitation, including patients with septic shock at 31 sites. After excluding patients with end-stage kidney disease and missing data, we determined frequencies of the following clinical outcomes: AKI (defined within 24 h as Kidney Disease: Improving Global Outcomes stages 2 or 3 or stage 1 with tissue inhibitor of metalloproteinases-2 × insulin-like growth factor binding protein 7 value of > 2.0), CKD, and AKD (persistence of AKI at any stage on day 7 after enrollment) across four phenotypes. We performed multivariable logistic regression to assess the risk-adjusted association between development of AKI and AKD and phenotype. RESULTS Among 1,090 eligible patients, 543 patients (50%) had AKI. Across phenotypes, the frequencies of AKI varied, being highest in the δ and β phenotypes (78% and 71%, respectively) and the lowest in the α phenotype (26%; P < .001). AKD occurred most often in the δ phenotype (41%) and least often in the α phenotype (8%; P < .001). The highest frequencies of CKD and of AKI on CKD were found in the β phenotype (53% and 38% respectively; P < .001 for both). In the multivariable logistic regression models (α phenotype as reference), δ phenotype showed the strongest association with AKI (OR, 12.33; 95% CI, 7.81-19.47; P < .001) and AKD (OR, 9.18; 95% CI, 5.44-15.51; P < .001). INTERPRETATION The rates of AKI and AKD differed across clinical sepsis phenotypes and are more common among patients with phenotypes β and δ. Phenotype β showed a higher level of underlying CKD that predisposed patients to new AKI. The α and γ phenotypes showed lower frequencies of AKI and less progression to AKD.
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Affiliation(s)
- Luca Molinari
- Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, PA; Center for Critical Care Nephrology, University of Pittsburgh, Pittsburgh, PA; Department of Translational Medicine, Università degli Studi del Piemonte Orientale, Novara, Italy
| | - Gaspar Del Rio-Pertuz
- Center for Critical Care Nephrology, University of Pittsburgh, Pittsburgh, PA; Division of Cardiology, Department of Medicine, University of Minnesota, Minneapolis, MN
| | - Priyanka Priyanka
- Center for Critical Care Nephrology, University of Pittsburgh, Pittsburgh, PA
| | - Ali Smith
- Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, PA
| | - Joseph C Maggiore
- Department of Developmental Biology, University of Pittsburgh, Pittsburgh, PA
| | - Jason Kennedy
- Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, PA
| | - Hernando Gomez
- Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, PA; Center for Critical Care Nephrology, University of Pittsburgh, Pittsburgh, PA
| | | | - John A Kellum
- Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, PA; Center for Critical Care Nephrology, University of Pittsburgh, Pittsburgh, PA.
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24
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Zhang LM, Liu XM, Guo DW, Li F, Hao J, Zhao S. FBXW7-Mediated Downregulation of GPX4 Aggravates Acute Kidney Injury Following Ischemia‒Reperfusion. Inflammation 2024:10.1007/s10753-024-02137-9. [PMID: 39207602 DOI: 10.1007/s10753-024-02137-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2024] [Revised: 08/10/2024] [Accepted: 08/27/2024] [Indexed: 09/04/2024]
Abstract
Acute kidney injury (AKI) is a prevalent and potentially life-threatening complication characterized by a high incidence and mortality. A large number of studies have emphasized the role of ferroptosis in AKI. Moreover, FBXW7, a ubiquitin ligase, has been implicated in acute organ injury. Analysis of the GEO database (GSE98622) revealed increased FBXW7 mRNA levels in the kidney following ischemia‒reperfusion (IR). However, the role of FBXW7 in AKI has not been elucidated. Therefore, this study aimed to investigate the role of FBXW7 in IR-AKI and its underlying mechanisms. Here, we found that IR could induce AKI and increase FBXW7 expression, while the ferroptosis inhibitor Fer-1 alleviated AKI and decreased FBXW7 expression. Furthermore, we treated HK-2 cells with hypoxia for 12 h and reoxygenation for 4 h (H12R4) to simulate IR-AKI and investigated the impact of modulating FBXW7 expression on ferroptosis by employing ferroptosis-related agonists or inhibitors. Our findings revealed that H12R4 induced HK2 ferroptosis and increased the expression of FBXW7. FBXW7 overexpression in control cells exacerbated erastin-induced ferroptosis, and FBXW7 knockdown inhibited ferroptosis in H12R4-treated cells. Mechanistically, we confirmed that FBXW7 can bind to GPX4, a key molecule that inhibits ferroptosis. The half-life of the GPX4 protein decreased after FBXW7 overexpression, GPX4 ubiquitination increased after H12R4, and GPX4 degradation decreased after FBXW7 knockdown. In conclusion, our results indicated that FBXW7 plays an important role in the development of IR-AKI by promoting ferroptosis through the downregulation of GPX4 expression. This study provides new insight into FBXW7 as a potential target for treating AKI.
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Affiliation(s)
- Li-Min Zhang
- Department of Pathology, Hebei Medical University, 361 Zhongshan East Road, Shijiazhuang, 050100, Hebei, China
- Hebei Key Laboratory of Kidney Diseases, Shijiazhuang, China
- Center of Metabolic Diseases and Cancer Research, Institute of Medical and Health Science of Hebei Medical University, Shijiazhuang, China
- Institute of Microcirculation, Hebei North University, Zhangjiakou, China
| | - Xiao-Meng Liu
- Department of Pathology, Hebei Medical University, 361 Zhongshan East Road, Shijiazhuang, 050100, Hebei, China
- Hebei Key Laboratory of Kidney Diseases, Shijiazhuang, China
- Center of Metabolic Diseases and Cancer Research, Institute of Medical and Health Science of Hebei Medical University, Shijiazhuang, China
| | - Dong-Wei Guo
- Department of Pathology, Hebei Medical University, 361 Zhongshan East Road, Shijiazhuang, 050100, Hebei, China
- Hebei Key Laboratory of Kidney Diseases, Shijiazhuang, China
- Center of Metabolic Diseases and Cancer Research, Institute of Medical and Health Science of Hebei Medical University, Shijiazhuang, China
| | - Fan Li
- Department of Pathology, Hebei Medical University, 361 Zhongshan East Road, Shijiazhuang, 050100, Hebei, China
- Hebei Key Laboratory of Kidney Diseases, Shijiazhuang, China
- Center of Metabolic Diseases and Cancer Research, Institute of Medical and Health Science of Hebei Medical University, Shijiazhuang, China
| | - Jun Hao
- Department of Pathology, Hebei Medical University, 361 Zhongshan East Road, Shijiazhuang, 050100, Hebei, China
- Hebei Key Laboratory of Kidney Diseases, Shijiazhuang, China
- Center of Metabolic Diseases and Cancer Research, Institute of Medical and Health Science of Hebei Medical University, Shijiazhuang, China
| | - Song Zhao
- Department of Pathology, Hebei Medical University, 361 Zhongshan East Road, Shijiazhuang, 050100, Hebei, China.
- Hebei Key Laboratory of Kidney Diseases, Shijiazhuang, China.
- Center of Metabolic Diseases and Cancer Research, Institute of Medical and Health Science of Hebei Medical University, Shijiazhuang, China.
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25
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Zhao L, Zhang T, Li X, Chen L, Zhou S, Meng Z, Fang W, Xu J, Zhang J, Chen M. Development and Validation of a Nomogram for Predicting Acute Kidney Injury in Septic Patients. J Inflamm Res 2024; 17:5653-5662. [PMID: 39219815 PMCID: PMC11365504 DOI: 10.2147/jir.s470773] [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: 05/26/2024] [Accepted: 08/10/2024] [Indexed: 09/04/2024] Open
Abstract
Purpose Sepsis-associated acute kidney injury (S-AKI) is associated with increased morbidity and mortality. We aimed to develop a nomogram for predicting the risk of S-AKI patients. Patients and Methods We collected data from septic patients admitted to the Provincial Hospital Affiliated with Shandong First Medical University from January 2019 to September 2022. Septic patients were divided into two groups based on the occurrence of AKI. A nomogram was developed by multiple logistic regression analyses. The performance of the nomogram was evaluated using C-statistics, calibration curves, and decision curve analysis (DCA). The validation cohort contained 70 patients between December 2022, and March 2023 in the same hospital. Results 198 septic patients were enrolled in the training cohort. Multivariate logistic regression analysis showed that neutrophil gelatinase-associated lipocalin (NGAL), platelet-to-lymphocyte ratio (PLR), and vasopressor use were independent risk factors for S-AKI. A nomogram was developed based on these factors. C-statistics for the training and validation cohorts were respectively 0.873 (95% CI 0.825-0.921) and 0.826 (95% CI 0.727-0.924), indicating high prediction accuracy. The calibration curves showed good concordance. DCA revealed that the nomogram was of great clinical value. Conclusion The nomogram presents early and effective prediction for the S-AKI patients, and provides optimal intervention to improve patient outcomes.
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Affiliation(s)
- Li Zhao
- Department of Critical Care Medicine, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, 250021, People’s Republic of China
| | - Tuo Zhang
- Department of Critical Care Medicine, Shandong Provincial Hospital, Cheeloo College of Medicine, Shandong University, Jinan, 250021, People’s Republic of China
| | - Xunliang Li
- Department of Intensive Care Unit, Central Hospital Affiliated to Shandong First Medical University, Jinan, 250013, People’s Republic of China
| | - Li Chen
- Department of Critical Care Medicine, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, 250021, People’s Republic of China
| | - Shenglin Zhou
- Department of Critical Care Medicine, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, 250021, People’s Republic of China
| | - Zhaoli Meng
- Department of Critical Care Medicine, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, 250021, People’s Republic of China
| | - Wei Fang
- Department of Critical Care Medicine, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, 250021, People’s Republic of China
| | - Jianle Xu
- Department of Statistics and Medical Records Management, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, 250021, People’s Republic of China
| | - Jicheng Zhang
- Department of Critical Care Medicine, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, 250021, People’s Republic of China
| | - Man Chen
- Department of Critical Care Medicine, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, 250021, People’s Republic of China
- Department of Critical Care Medicine, Shandong Provincial Hospital, Cheeloo College of Medicine, Shandong University, Jinan, 250021, People’s Republic of China
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Xiao Z, Zhang J, Qiu Z, Liu H, Ding H, Li H, Liu Y, Zou X, Long J. Ferroptosis and inflammation are modulated by the NFIL3-ACSL4 axis in sepsis associated-acute kidney injury. Cell Death Discov 2024; 10:349. [PMID: 39097582 PMCID: PMC11297963 DOI: 10.1038/s41420-024-02113-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2024] [Revised: 07/12/2024] [Accepted: 07/19/2024] [Indexed: 08/05/2024] Open
Abstract
Sepsis-associated acute kidney injury (SA-AKI) increases the risk of death in patients with sepsis, and its major pathological change is the death of renal tubular cells. However, the mechanism of its occurrence remains unclear. Sepsis can lead to circadian dysregulation, and the rhythm gene NFIL3 has been reported to regulate lipid metabolism. There is compelling evidence that has demonstrated that lipid peroxidation can cause cellular ferroptosis. In this study, we established the in vitro and in vivo models of SA-AKI and confirmed the presence of ferroptosis of the renal tubular epithelial cells in SA-AKI. In addition, analysis of the GEO database showed that NFIL3 was highly expressed in sepsis patients and was highly correlated with the key molecule of ferroptosis, ACSL4. The in vitro and in vivo data suggested that NFIL3 was involved in ferroptosis and inflammation in SA-AKI. Subsequently, loss-of-function experiments revealed that NFIL3 knockdown attenuated ferroptosis and inflammation in renal tubular epithelial cells by downregulating ACSL4 expression, thus protecting SA-AKI. In conclusion, this study is the first to illustrate the involvement of the rhythm gene NFIL3 in SA-AKI, providing new insights and potential therapeutic targets for SA-AKI.
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Affiliation(s)
- Zhong Xiao
- Department of Anesthesiology, The Affiliated Hospital of Guizhou Medical University, Guiyang, China
- College of Anesthesiology, Guizhou Medical University, Guiyang, China
- Department of Critical Care Medicine, Shaoxing People's Hospital, Shaoxing, China
| | - Jie Zhang
- Emergency Department, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Zhimin Qiu
- Emergency Department, The First People's Hospital of Xiaoshan District, Hangzhou, China
| | - Hongbing Liu
- Emergency Department, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Hua Ding
- Department of Breast Surgery, The Affiliated Hospital of Guizhou Medical University, Guiyang, China
| | - Hi Li
- Department of Anesthesiology, The Affiliated Hospital of Guizhou Medical University, Guiyang, China
- College of Anesthesiology, Guizhou Medical University, Guiyang, China
| | - Yuanxin Liu
- Department of Anesthesiology, The Affiliated Hospital of Guizhou Medical University, Guiyang, China
- College of Anesthesiology, Guizhou Medical University, Guiyang, China
| | - Xiaohua Zou
- Department of Anesthesiology, The Affiliated Hospital of Guizhou Medical University, Guiyang, China.
- College of Anesthesiology, Guizhou Medical University, Guiyang, China.
| | - Juan Long
- Department of Anesthesiology, The Affiliated Hospital of Guizhou Medical University, Guiyang, China.
- College of Anesthesiology, Guizhou Medical University, Guiyang, China.
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Chawalitpongpun P, Kanchanasurakit S, Sanhatham N, Sasom W, Thanommim S, Senpradit A, Siriplabpla W. A clinical risk score for predicting acute kidney injury in sepsis patients receiving normal saline in Northern Thailand: a retrospective cohort study. Acute Crit Care 2024; 39:369-378. [PMID: 39266272 PMCID: PMC11392696 DOI: 10.4266/acc.2024.00514] [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: 03/04/2024] [Accepted: 07/29/2024] [Indexed: 09/14/2024] Open
Abstract
BACKGROUND Normal saline is commonly used for resuscitation in sepsis patients but has a high chloride content, potentially increasing the risk of acute kidney injury (AKI). This study evaluated risk factors and developed a predictive risk score for AKI in sepsis patients treated with normal saline. METHODS This retrospective cohort study utilized the medical and electronic health records of sepsis patients who received normal saline between January 2018 and May 2020. Predictors of AKI used to construct the predictive risk score were identified through multivariate logistic regression models, with discrimination and calibration assessed using the area under the receiver operating characteristic curve (AUROC) and the expected-to-observed (E/O) ratio. Internal validation was conducted using bootstrapping techniques. RESULTS AKI was reported in 211 of 735 patients (28.7%). Eight potential risk factors, including norepinephrine, the Acute Physiology and Chronic Health Evaluation II score, serum chloride, respiratory failure with invasive mechanical ventilation, nephrotoxic antimicrobial drug use, history of angiotensin-converting enzyme inhibitors/angiotensin receptor blockers use, history of liver disease, and serum creatinine were used to create the NACl RENAL-Cr score. The model demonstrated good discrimination and calibration (AUROC, 0.79; E/O, 1). The optimal cutoff was 2.5 points, with corresponding sensitivity, specificity, positive predictive value, and negative predictive value scores of 71.6%, 72.5%, 51.2%, and 86.4%, respectively. CONCLUSIONS The NACl RENAL-Cr score, consisting of eight critical variables, was used to predict AKI in sepsis patients who received normal saline. This tool can assist healthcare professionals when deciding on sepsis treatment and AKI monitoring.
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Affiliation(s)
- Phaweesa Chawalitpongpun
- Department of Pharmaceutical Care, School of Pharmaceutical Sciences, University of Phayao, Mueang Phayao, Thailand
| | - Sukrit Kanchanasurakit
- Department of Pharmaceutical Care, School of Pharmaceutical Sciences, University of Phayao, Mueang Phayao, Thailand
- Department of Pharmacy, Phrae Hospital, Mueang Phrae, Thailand
| | - Nattha Sanhatham
- Department of Pharmaceutical Care, School of Pharmaceutical Sciences, University of Phayao, Mueang Phayao, Thailand
- Chiang Rai Provincial Health Office, Mueang Chiang Rai, Thailand
| | - Warinda Sasom
- Department of Pharmaceutical Care, School of Pharmaceutical Sciences, University of Phayao, Mueang Phayao, Thailand
- Department of Pharmacy, Ngao Hospital, Lampang, Thailand
| | - Siriwan Thanommim
- Department of Pharmaceutical Care, School of Pharmaceutical Sciences, University of Phayao, Mueang Phayao, Thailand
- Department of Pharmacy, Phayuha Khiri Hospital, Nakhon Sawan, Thailand
| | - Araya Senpradit
- Department of Pharmaceutical Care, School of Pharmaceutical Sciences, University of Phayao, Mueang Phayao, Thailand
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Li L, Guan J, Peng X, Zhou L, Zhang Z, Ding L, Zheng L, Wu L, Hu Z, Liu L, Yao Y. Machine learning for the prediction of 1-year mortality in patients with sepsis-associated acute kidney injury. BMC Med Inform Decis Mak 2024; 24:208. [PMID: 39054463 PMCID: PMC11271185 DOI: 10.1186/s12911-024-02583-3] [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: 05/30/2023] [Accepted: 06/21/2024] [Indexed: 07/27/2024] Open
Abstract
INTRODUCTION Sepsis-associated acute kidney injury (SA-AKI) is strongly associated with poor prognosis. We aimed to build a machine learning (ML)-based clinical model to predict 1-year mortality in patients with SA-AKI. METHODS Six ML algorithms were included to perform model fitting. Feature selection was based on the feature importance evaluated by the SHapley Additive exPlanations (SHAP) values. Area under the receiver operating characteristic curve (AUROC) was used to evaluate the discriminatory ability of the prediction model. Calibration curve and Brier score were employed to assess the calibrated ability. Our ML-based prediction models were validated both internally and externally. RESULTS A total of 12,750 patients with SA-AKI and 55 features were included to build the prediction models. We identified the top 10 predictors including age, ICU stay and GCS score based on the feature importance. Among the six ML algorithms, the CatBoost showed the best prediction performance with an AUROC of 0.813 and Brier score of 0.119. In the external validation set, the predictive value remained favorable (AUROC = 0.784). CONCLUSION In this study, we developed and validated a ML-based prediction model based on 10 commonly used clinical features which could accurately and early identify the individuals at high-risk of long-term mortality in patients with SA-AKI.
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Affiliation(s)
- Le Li
- Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, 100730, China
| | - Jingyuan Guan
- Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, 100730, China
| | - Xi Peng
- Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, 100730, China
| | - Likun Zhou
- Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, 100730, China
| | - Zhuxin Zhang
- Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, 100730, China
| | - Ligang Ding
- Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, 100730, China
| | - Lihui Zheng
- Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, 100730, China
| | - Lingmin Wu
- Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, 100730, China
| | - Zhicheng Hu
- Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, 100730, China
| | - Limin Liu
- Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, 100730, China
| | - Yan Yao
- Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, 100730, China.
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Bidar F, Peillon L, Bodinier M, Venet F, Monneret G, Lukaszewicz AC, Llitjos JF, Textoris J, Rimmelé T. Immune profiling of critically ill patients with acute kidney injury during the first week after various types of injuries: the REALAKI study. Crit Care 2024; 28:227. [PMID: 38978044 PMCID: PMC11232205 DOI: 10.1186/s13054-024-04998-w] [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: 04/09/2024] [Accepted: 06/21/2024] [Indexed: 07/10/2024] Open
Abstract
BACKGROUND Acute kidney injury (AKI) is common in hospitalized patients and results in significant morbidity and mortality. The objective of the study was to explore the systemic immune response of intensive care unit patients presenting with AKI, especially the association between immune profiles and persistent AKI during the first week after admission following various types of injuries (sepsis, trauma, surgery, and burns). METHODS REALAKI is an ancillary analysis of the REAnimation Low Immune Status Marker (REALISM) cohort study, in which 359 critically ill patients were enrolled in three different intensive care units. Patients with end-stage renal disease were excluded from the REALAKI study. Clinical samples and data were collected three times after admission: at day 1 or 2 (D1-2), day 3 or 4 (D3-4) and day 5, 6 or 7 (D5-7). Immune profiles were compared between patients presenting with or without AKI. Patients with AKI at both D1-2 and D5-7 were defined as persistent AKI. A multivariable logistic regression model was performed to determine the independent association between AKI and patients' immunological parameters. RESULTS Three hundred and fifty-nine patients were included in this analysis. Among them, 137 (38%) were trauma patients, 103 (29%) post-surgery patients, 95 (26%) sepsis patients, and 24 (7%) were burn patients. One hundred and thirty-nine (39%) patients presented with AKI at D1-2 and 61 (20%) at D5-7. Overall, 94% presented with persistent AKI at D5-7. Patients with AKI presented with increased pro and anti-inflammatory cytokines and altered innate and adaptive immune responses. The modifications observed in the immune profiles tended to be more pronounced with increasing KDIGO stages. In the logistic regression model, a statistically significant association was observed at D1-2 between AKI and CD10lowCD16low immature neutrophils (OR 3.03 [1.7-5.5]-p < 0.001). At D5-7, increased interleukin-10 (IL-10) levels and reduced ex vivo TNF-α production after LPS stimulation were significantly associated with the presence of AKI (OR 1.38 [1.12-1.71]-p = 0.001 and 0.51 [0.27-0.91]-p = 0.03, respectively). Patients who recovered from AKI between D1-2 and D5-7 compared to patients with persistent AKI at D5-7, tended to correct these alterations. CONCLUSION Following various types of severe injuries, early AKI is associated with the initial inflammatory response. Presence of AKI at the end of the first week after injury is associated with injury-induced immunosuppression.
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Affiliation(s)
- Frank Bidar
- Anesthesia and Critical Care Medicine Department, Edouard Herriot Hospital, Hospices Civils de Lyon, Lyon, France.
- EA 7426 "Pathophysiology of Injury-Induced Immunosuppression" (Université Claude Bernard Lyon 1 - Hospices Civils de Lyon - bioMérieux), Lyon, France.
| | - Louis Peillon
- Anesthesia and Critical Care Medicine Department, Edouard Herriot Hospital, Hospices Civils de Lyon, Lyon, France
| | - Maxime Bodinier
- EA 7426 "Pathophysiology of Injury-Induced Immunosuppression" (Université Claude Bernard Lyon 1 - Hospices Civils de Lyon - bioMérieux), Lyon, France
| | - Fabienne Venet
- EA 7426 "Pathophysiology of Injury-Induced Immunosuppression" (Université Claude Bernard Lyon 1 - Hospices Civils de Lyon - bioMérieux), Lyon, France
- Immunology Laboratory, Edouard Herriot Hospital, Hospices Civils de Lyon, Lyon, France
- NLRP3 Inflammation and Immune Response to Sepsis Team, Centre International de Recherche in Infectiology (CIRI), Inserm U1111, CNRS, UMR5308, Ecole Normale Supérieure de Lyon, Claude Bernard University Lyon 1, Lyon, France
| | - Guillaume Monneret
- EA 7426 "Pathophysiology of Injury-Induced Immunosuppression" (Université Claude Bernard Lyon 1 - Hospices Civils de Lyon - bioMérieux), Lyon, France
- Immunology Laboratory, Edouard Herriot Hospital, Hospices Civils de Lyon, Lyon, France
| | - Anne-Claire Lukaszewicz
- Anesthesia and Critical Care Medicine Department, Edouard Herriot Hospital, Hospices Civils de Lyon, Lyon, France
- EA 7426 "Pathophysiology of Injury-Induced Immunosuppression" (Université Claude Bernard Lyon 1 - Hospices Civils de Lyon - bioMérieux), Lyon, France
| | - Jean-François Llitjos
- Anesthesia and Critical Care Medicine Department, Edouard Herriot Hospital, Hospices Civils de Lyon, Lyon, France
- EA 7426 "Pathophysiology of Injury-Induced Immunosuppression" (Université Claude Bernard Lyon 1 - Hospices Civils de Lyon - bioMérieux), Lyon, France
| | - Julien Textoris
- EA 7426 "Pathophysiology of Injury-Induced Immunosuppression" (Université Claude Bernard Lyon 1 - Hospices Civils de Lyon - bioMérieux), Lyon, France
| | - Thomas Rimmelé
- Anesthesia and Critical Care Medicine Department, Edouard Herriot Hospital, Hospices Civils de Lyon, Lyon, France
- EA 7426 "Pathophysiology of Injury-Induced Immunosuppression" (Université Claude Bernard Lyon 1 - Hospices Civils de Lyon - bioMérieux), Lyon, France
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Kiernan E, Zelnick LR, Khader A, Coston TD, Bailey ZA, Speckmaier S, Lo J, Sathe N, Kestenbaum BR, Himmelfarb J, Johnson N, Shapiro N, Douglas IS, Hough C, Bhatraju P. Molecular Phenotyping of Patients with Sepsis and Kidney Injury and Differential Response to Fluid Resuscitation. RESEARCH SQUARE 2024:rs.3.rs-4523416. [PMID: 39011119 PMCID: PMC11247924 DOI: 10.21203/rs.3.rs-4523416/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/17/2024]
Abstract
Purpose Previous work has identified two AKI sub-phenotypes (SP1 and SP2) characterized by differences in inflammation and endothelial dysfunction. Here we identify these sub-phenotypes using biospecimens collected in the emergency department and test for differential response to restrictive versus liberal fluid strategy in sepsis-induced hypotension in the CLOVERS trial. Methods We applied a previously validated 3-biomarker model using plasma angiopietin-1 and 2, and soluble tumor necrosis factor receptor-1 to classify sub-phenotypes in patients with kidney dysfunction (AKI or end-stage kidney disease [ESKD]). We also compared a de novo latent class analysis (LCA) to the 3-biomarker based sub-phenotypes. Kaplan-Meier estimates were used to test for differences in outcomes and sub-phenotype by treatment interaction. Results Among 1289 patients, 846 had kidney dysfunction on enrollment and the 3-variable prediction model identified 605 as SP1 and 241 as SP2. The optimal LCA model identified two sub-phenotypes with high correlation with the 3-biomarker model (Cohen's Kappa 0.8). The risk of 28 and 90-day mortality was greater in SP2 relative to SP1 independent of AKI stage and SOFA scores. Patients with SP2, characterized by more severe endothelial injury and inflammation, had a reduction in 28-day mortality with a restrictive fluid strategy versus a liberal fluid strategy (26% vs 41%), while patients with SP1 had no difference in 28-day mortality (10% vs 11%) (p-value-for-interaction = 0.03). Conclusion Sub-phenotypes can be identified in the emergency department that respond differently to fluid strategy in sepsis. Identification of these sub-phenotypes could inform a precision-guided therapeutic approach for patients with sepsis-induced hypotension and kidney injury.
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Qiao J, Tan Y, Liu H, Yang B, Zhang Q, Liu Q, Sun W, Li Z, Wang Q, Feng W, Yang S, Cui L. Histone H3K18 and Ezrin Lactylation Promote Renal Dysfunction in Sepsis-Associated Acute Kidney Injury. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2024; 11:e2307216. [PMID: 38767134 PMCID: PMC11267308 DOI: 10.1002/advs.202307216] [Citation(s) in RCA: 15] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Revised: 04/29/2024] [Indexed: 05/22/2024]
Abstract
Histone lactylation is a metabolic stress-related histone modification. However, the role of histone lactylation in the development of sepsis-associated acute kidney injury (SA-AKI) remains unclear. Here, histone H3K18 lactylation (H3K18la) is elevated in SA-AKI, which is reported in this study. Furthermore, this lactate-dependent histone modification is enriched at the promoter of Ras homolog gene family member A (RhoA) and positively correlated with the transcription. Correction of abnormal lactate levels resulted in a reversal of abnormal histone lactylation at the promoter of RhoA. Examination of related mechanism revealed that histone lactylation promoted the RhoA/Rho-associated protein kinase (ROCK) /Ezrin signaling, the activation of nuclear factor-κB (NF-κB), inflammation, cell apoptosis, and aggravated renal dysfunction. In addition, Ezrin can undergo lactylation modification. Multiple lactylation sites are identified in Ezrin and confirmed that lactylation mainly occurred at the K263 site. The role of histone lactylation is revealed in SA-AKI and reportes a novel post-translational modification in Ezrin. Its potential role in regulating inflammatory metabolic adaptation of renal proximal tubule epithelial cells is also elucidated. The results provide novel insights into the epigenetic regulation of the onset of SA-AKI.
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Affiliation(s)
- Jiao Qiao
- Institute of Medical TechnologyPeking University Health Science CenterBeijing100191China
- Department of Laboratory MedicinePeking University Third HospitalBeijing100191China
- Core Unit of National Clinical Research Center for Laboratory MedicinePeking University Third HospitalBeijing100191China
| | - Yuan Tan
- Institute of Medical TechnologyPeking University Health Science CenterBeijing100191China
- Department of Laboratory MedicinePeking University Third HospitalBeijing100191China
- Core Unit of National Clinical Research Center for Laboratory MedicinePeking University Third HospitalBeijing100191China
| | - Hongchao Liu
- Department of Laboratory MedicinePeking University Third HospitalBeijing100191China
- Core Unit of National Clinical Research Center for Laboratory MedicinePeking University Third HospitalBeijing100191China
| | - Boxin Yang
- Department of Laboratory MedicinePeking University Third HospitalBeijing100191China
- Core Unit of National Clinical Research Center for Laboratory MedicinePeking University Third HospitalBeijing100191China
| | - Qian Zhang
- Department of Laboratory MedicinePeking University Third HospitalBeijing100191China
- Core Unit of National Clinical Research Center for Laboratory MedicinePeking University Third HospitalBeijing100191China
| | - Qi Liu
- Institute of Medical TechnologyPeking University Health Science CenterBeijing100191China
- Department of Laboratory MedicinePeking University Third HospitalBeijing100191China
- Core Unit of National Clinical Research Center for Laboratory MedicinePeking University Third HospitalBeijing100191China
| | - Wenyuan Sun
- Department of Laboratory MedicinePeking University Third HospitalBeijing100191China
- Core Unit of National Clinical Research Center for Laboratory MedicinePeking University Third HospitalBeijing100191China
| | - Zhongxin Li
- Department of Laboratory MedicinePeking University Third HospitalBeijing100191China
- Core Unit of National Clinical Research Center for Laboratory MedicinePeking University Third HospitalBeijing100191China
| | - Qingchen Wang
- Department of Laboratory MedicinePeking University Third HospitalBeijing100191China
- Core Unit of National Clinical Research Center for Laboratory MedicinePeking University Third HospitalBeijing100191China
| | - Weimin Feng
- Institute of Medical TechnologyPeking University Health Science CenterBeijing100191China
- Department of Laboratory MedicinePeking University Third HospitalBeijing100191China
- Core Unit of National Clinical Research Center for Laboratory MedicinePeking University Third HospitalBeijing100191China
| | - Shuo Yang
- Department of Laboratory MedicinePeking University Third HospitalBeijing100191China
- Core Unit of National Clinical Research Center for Laboratory MedicinePeking University Third HospitalBeijing100191China
| | - Liyan Cui
- Institute of Medical TechnologyPeking University Health Science CenterBeijing100191China
- Department of Laboratory MedicinePeking University Third HospitalBeijing100191China
- Core Unit of National Clinical Research Center for Laboratory MedicinePeking University Third HospitalBeijing100191China
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Iba T, Helms J, Maier CL, Levi M, Scarlatescu E, Levy JH. The role of thromboinflammation in acute kidney injury among patients with septic coagulopathy. J Thromb Haemost 2024; 22:1530-1540. [PMID: 38382739 DOI: 10.1016/j.jtha.2024.02.006] [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: 12/01/2023] [Revised: 01/22/2024] [Accepted: 02/07/2024] [Indexed: 02/23/2024]
Abstract
Inflammation and coagulation are critical self-defense mechanisms for mitigating infection that can nonetheless induce tissue injury and organ dysfunction. In severe cases, like sepsis, a dysregulated thromboinflammatory response may result in multiorgan dysfunction. Sepsis-associated acute kidney injury (AKI) is a significant contributor to patient morbidity and mortality. The connection between AKI and thromboinflammation is largely due to unique aspects of the renal vasculature. Specifically, the interaction between blood cells with the endothelial, glomerular, and peritubular capillary systems during thromboinflammation reduces oxygen supply to tubular epithelial cells. Previous studies have focused on tubular epithelial cell damage due to hypoxia, oxidative stress, and nephrotoxins. Although these factors are pivotal in acute tubular injury or necrosis, recent studies have demonstrated that AKI in sepsis encompasses a mixture of tubular and glomerular damage subtypes. In cases of sepsis-induced coagulopathy, thromboinflammation within the glomerulus and peritubular capillaries is an important pathogenic mechanism for AKI. Unfortunately, and despite the use of renal replacement therapy, the development of AKI in sepsis continues to be associated with high morbidity, mortality, and clinical challenges requiring alternative approaches. This review introduces the important role of thromboinflammation in AKI pathogenesis and details innovative vascular-targeting therapeutic strategies.
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Affiliation(s)
- Toshiaki Iba
- Department of Emergency and Disaster Medicine, Juntendo University Graduate School of Medicine, Tokyo, Japan.
| | - Julie Helms
- French National Institute of Health and Medical Research, United Medical Resources 1260, Regenerative Nanomedicine, Federation de Medicine Translationnelle de Strasbourg, Strasbourg University Hospital, Medical Intensive Care Unit - NHC, Strasbourg University, Strasbourg, France
| | - Cheryl L Maier
- Department of Pathology and Laboratory Medicine, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Marcel Levi
- Department of Vascular Medicine, Amsterdam University Medical Center, Amsterdam, The Netherlands; Department of Medicine, University College London Hospitals National Health Service Foundation Trust, Cardio-metabolic Programme-National Institute for Health and Care Research University College London Hospitals/University College London Biomedical Research Centre, London, United Kingdom
| | - Ecaterina Scarlatescu
- University of Medicine and Pharmacy "Carol Davila," Bucharest, Romania; Department of Anaesthesia and Intensive Care, Fundeni Clinical Institute, Bucharest, Romania
| | - Jerrold H Levy
- Department of Anesthesiology, Critical Care, and Surgery, Duke University School of Medicine, Durham, North Carolina, USA
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Saraiva IE, Hamahata N, Huang DT, Kane-Gill SL, Rivosecchi RM, Shiva S, Nolin TD, Chen X, Minturn J, Chang CCH, Li X, Kellum J, Gómez H. Metformin for sepsis-associated AKI: a protocol for the Randomized Clinical Trial of the Safety and FeasibiLity of Metformin as a Treatment for sepsis-associated AKI (LiMiT AKI). BMJ Open 2024; 14:e081120. [PMID: 38688665 PMCID: PMC11086423 DOI: 10.1136/bmjopen-2023-081120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Accepted: 04/15/2024] [Indexed: 05/02/2024] Open
Abstract
INTRODUCTION Acute kidney injury (AKI) is a common complication of sepsis associated with increased risk of death. Preclinical data and observational human studies suggest that activation of AMP-activated protein kinase, an ubiquitous master regulator of energy that can limit mitochondrial injury, with metformin may protect against sepsis-associated AKI (SA-AKI) and mortality. The Randomized Clinical Trial of the Safety and FeasibiLity of Metformin as a Treatment for sepsis-associated AKI (LiMiT AKI) aims to evaluate the safety and feasibility of enteral metformin in patients with sepsis at risk of developing SA-AKI. METHODS AND ANALYSIS Blind, randomised, placebo-controlled clinical trial in a single-centre, quaternary teaching hospital in the USA. We will enrol adult patients (18 years of age or older) within 48 hours of meeting Sepsis-3 criteria, admitted to intensive care unit, with oral or enteral access. Patients will be randomised 1:1:1 to low-dose metformin (500 mg two times per day), high-dose metformin (1000 mg two times per day) or placebo for 5 days. Primary safety outcome will be the proportion of metformin-associated serious adverse events. Feasibility assessment will be based on acceptability by patients and clinicians, and by enrolment rate. ETHICS AND DISSEMINATION This study has been approved by the Institutional Review Board. All patients or surrogates will provide written consent prior to enrolment and any study intervention. Metformin is a widely available, inexpensive medication with a long track record for safety, which if effective would be accessible and easy to deploy. We describe the study methods using the Standard Protocol Items for Randomized Trials framework and discuss key design features and methodological decisions. LiMiT AKI will investigate the feasibility and safety of metformin in critically ill patients with sepsis at risk of SA-AKI, in preparation for a future large-scale efficacy study. Main results will be published as soon as available after final analysis. TRIAL REGISTRATION NUMBER NCT05900284.
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Affiliation(s)
- Ivan E Saraiva
- CRISMA Center, Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Program for Critical Care Nephrology, Department of Critical Care Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
- Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Natsumi Hamahata
- Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - David T Huang
- CRISMA Center, Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Sandra L Kane-Gill
- CRISMA Center, Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Program for Critical Care Nephrology, Department of Critical Care Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
- Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Department of Pharmacy & Therapeutics, University of Pittsburgh School of Pharmacy, Pittsburgh, Pennsylvania, USA
- Department of Pharmacy, University of Pittsburgh Medical Center Health System, Pittsburgh, Pennsylvania, USA
| | - Ryan M Rivosecchi
- Department of Pharmacy, University of Pittsburgh Medical Center Health System, Pittsburgh, Pennsylvania, USA
| | - Sruti Shiva
- Department of Pharmacology & Chemical Biology, Vascular Medical Institute, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Thomas D Nolin
- Department of Pharmacy & Therapeutics, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Renal-Electrolyte Division, Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Xinlei Chen
- Department of Biostatistics, School of Public Health, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - John Minturn
- CRISMA Center, Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Chung-Chou H Chang
- Department of Biostatistics, School of Public Health, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Xiaotong Li
- Department of Pharmacy & Therapeutics, University of Pittsburgh School of Pharmacy, Pittsburgh, Pennsylvania, USA
| | - John Kellum
- Program for Critical Care Nephrology, Department of Critical Care Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Hernando Gómez
- CRISMA Center, Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Program for Critical Care Nephrology, Department of Critical Care Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
- Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
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Pan YH, Tsai HW, Lin HA, Chen CY, Chao CC, Lin SF, Hou SK. Early Identification of Sepsis-Induced Acute Kidney Injury by Using Monocyte Distribution Width, Red-Blood-Cell Distribution, and Neutrophil-to-Lymphocyte Ratio. Diagnostics (Basel) 2024; 14:918. [PMID: 38732331 PMCID: PMC11083534 DOI: 10.3390/diagnostics14090918] [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: 03/29/2024] [Revised: 04/25/2024] [Accepted: 04/25/2024] [Indexed: 05/13/2024] Open
Abstract
Sepsis-induced acute kidney injury (AKI) is a common complication in patients with severe illness and leads to increased risks of mortality and chronic kidney disease. We investigated the association between monocyte distribution width (MDW), red-blood-cell volume distribution width (RDW), neutrophil-to-lymphocyte ratio (NLR), sepsis-related organ-failure assessment (SOFA) score, mean arterial pressure (MAP), and other risk factors and sepsis-induced AKI in patients presenting to the emergency department (ED). This retrospective study, spanning 1 January 2020, to 30 November 2020, was conducted at a university-affiliated teaching hospital. Patients meeting the Sepsis-2 consensus criteria upon presentation to our ED were categorized into sepsis-induced AKI and non-AKI groups. Clinical parameters (i.e., initial SOFA score and MAP) and laboratory markers (i.e., MDW, RDW, and NLR) were measured upon ED admission. A logistic regression model was developed, with sepsis-induced AKI as the dependent variable and laboratory parameters as independent variables. Three multivariable logistic regression models were constructed. In Model 1, MDW, initial SOFA score, and MAP exhibited significant associations with sepsis-induced AKI (area under the curve [AUC]: 0.728, 95% confidence interval [CI]: 0.668-0.789). In Model 2, RDW, initial SOFA score, and MAP were significantly correlated with sepsis-induced AKI (AUC: 0.712, 95% CI: 0.651-0.774). In Model 3, NLR, initial SOFA score, and MAP were significantly correlated with sepsis-induced AKI (AUC: 0.719, 95% CI: 0.658-0.780). Our novel models, integrating MDW, RDW, and NLR with initial SOFA score and MAP, can assist with the identification of sepsis-induced AKI among patients with sepsis presenting to the ED.
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Affiliation(s)
- Yi-Hsiang Pan
- Department of Emergency Medicine, Taipei Medical University Hospital, Taipei 110, Taiwan; (Y.-H.P.); (H.-W.T.); (H.-A.L.); (C.-C.C.)
| | - Hung-Wei Tsai
- Department of Emergency Medicine, Taipei Medical University Hospital, Taipei 110, Taiwan; (Y.-H.P.); (H.-W.T.); (H.-A.L.); (C.-C.C.)
| | - Hui-An Lin
- Department of Emergency Medicine, Taipei Medical University Hospital, Taipei 110, Taiwan; (Y.-H.P.); (H.-W.T.); (H.-A.L.); (C.-C.C.)
- Graduate Institute of Injury Prevention and Control, College of Public Health, Taipei Medical University, Taipei 110, Taiwan
- Department of Emergency Medicine, School of Medicine, College of Medicine, Taipei Medical University, Taipei 110, Taiwan
| | - Ching-Yi Chen
- Department of Internal Medicine, School of Medicine, College of Medicine, Taipei Medical University, Taipei 110, Taiwan;
- Division of Nephrology, Department of Internal Medicine, Taipei Medical University Hospital, Taipei 110, Taiwan
| | - Chun-Chieh Chao
- Department of Emergency Medicine, Taipei Medical University Hospital, Taipei 110, Taiwan; (Y.-H.P.); (H.-W.T.); (H.-A.L.); (C.-C.C.)
- Department of Emergency Medicine, School of Medicine, College of Medicine, Taipei Medical University, Taipei 110, Taiwan
| | - Sheng-Feng Lin
- Department of Emergency Medicine, Taipei Medical University Hospital, Taipei 110, Taiwan; (Y.-H.P.); (H.-W.T.); (H.-A.L.); (C.-C.C.)
- School of Public Health, College of Public Health, Taipei Medical University, 250 Wu-Hsing Street, Taipei 110, Taiwan
- Department of Public Health, School of Medicine, College of Medicine, Taipei Medical University, Taipei 110, Taiwan
- Center of Evidence-Based Medicine, Taipei Medical University Hospital, Taipei 110, Taiwan
| | - Sen-Kuang Hou
- Department of Emergency Medicine, Taipei Medical University Hospital, Taipei 110, Taiwan; (Y.-H.P.); (H.-W.T.); (H.-A.L.); (C.-C.C.)
- Department of Emergency Medicine, School of Medicine, College of Medicine, Taipei Medical University, Taipei 110, Taiwan
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Legrand M, Bagshaw SM, Bhatraju PK, Bihorac A, Caniglia E, Khanna AK, Kellum JA, Koyner J, Harhay MO, Zampieri FG, Zarbock A, Chung K, Liu K, Mehta R, Pickkers P, Ryan A, Bernholz J, Dember L, Gallagher M, Rossignol P, Ostermann M. Sepsis-associated acute kidney injury: recent advances in enrichment strategies, sub-phenotyping and clinical trials. Crit Care 2024; 28:92. [PMID: 38515121 PMCID: PMC10958912 DOI: 10.1186/s13054-024-04877-4] [Citation(s) in RCA: 21] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2023] [Accepted: 03/17/2024] [Indexed: 03/23/2024] Open
Abstract
Acute kidney injury (AKI) often complicates sepsis and is associated with high morbidity and mortality. In recent years, several important clinical trials have improved our understanding of sepsis-associated AKI (SA-AKI) and impacted clinical care. Advances in sub-phenotyping of sepsis and AKI and clinical trial design offer unprecedented opportunities to fill gaps in knowledge and generate better evidence for improving the outcome of critically ill patients with SA-AKI. In this manuscript, we review the recent literature of clinical trials in sepsis with focus on studies that explore SA-AKI as a primary or secondary outcome. We discuss lessons learned and potential opportunities to improve the design of clinical trials and generate actionable evidence in future research. We specifically discuss the role of enrichment strategies to target populations that are most likely to derive benefit and the importance of patient-centered clinical trial endpoints and appropriate trial designs with the aim to provide guidance in designing future trials.
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Affiliation(s)
- Matthieu Legrand
- Division of Critical Care Medicine, Department of Anesthesia and Perioperative Care, UCSF, 521 Parnassus Avenue, San Francisco, CA, 94143, USA.
| | - Sean M Bagshaw
- Department of Critical Care Medicine, Faculty of Medicine and Dentistry, University of Alberta and Alberta Health Services, Edmonton, Canada
| | - Pavan K Bhatraju
- Division of Pulmonary, Critical Care and Sleep Medicine, University of Washington, Seattle, USA
- Kidney Research Institute, University of Washington, Seattle, USA
| | - Azra Bihorac
- Department of Medicine, University of Florida, Gainesville, FL, USA
- Intelligent Critical Care Center (IC3), University of Florida, Gainesville, FL, USA
| | - Ellen Caniglia
- Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, USA
| | - Ashish K Khanna
- Department of Anesthesiology, Section on Critical Care Medicine, Wake Forest University School of Medicine, Winston-Salem, NC, USA
- Outcomes Research Consortium, Cleveland, OH, USA
- Perioperative Outcomes and Informatics Collaborative, Winston-Salem, NC, USA
| | - John A Kellum
- Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - Jay Koyner
- University Section of Nephrology, Department of Anesthesiology, Intensive Care Medicine and Pain Medicine, Department of Medicine, University of Chicago, Chicago, IL, USA
| | - Michael O Harhay
- Clinical Trials Methods and Outcomes Lab, Department of Biostatistics, Epidemiology, and Informatics, PAIR (Palliative and Advanced Illness Research) Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Fernando G Zampieri
- Department of Critical Care Medicine, Faculty of Medicine and Dentistry, University of Alberta and Alberta Health Services, Edmonton, Canada
| | | | | | - Kathleen Liu
- Divisions of Nephrology and Critical Care Medicine, Departments of Medicine and Anesthesia, University of California San Francisco, San Francisco, CA, USA
| | - Ravindra Mehta
- Department of Medicine, University of California, San Diego, USA
| | - Peter Pickkers
- Intensive Care Medicine, Radboudumc, Nijmegen, The Netherlands
| | - Abigail Ryan
- Chronic Care Policy Group, Division of Chronic Care Management, Center for Medicare and Medicaid Services, Center for Medicare, Baltimore, MD, USA
| | | | - Laura Dember
- Renal-Electrolyte and Hypertension Division, Department of Medicine, Department of Biostatistics, Epidemiology and Informatics, Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Martin Gallagher
- The George Institute for Global Health, University of New South Wales, Sydney, Australia
| | - Patrick Rossignol
- FCRIN INI-CRCT (Cardiovascular and Renal Clinical Trialists), Nancy, France
- INSERM CIC-P 1433, CHRU de Nancy, INSERM U1116, Université de Lorraine, Nancy, France
- Medicine and Nephrology-Hemodialysis Departments, Monaco Private Hemodialysis Centre, Princess Grace Hospital, Monaco, Monaco
| | - Marlies Ostermann
- Department of Critical Care, King's College London, Guy's & St Thomas' Hospital, London, UK
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Tang J, Zhong Z, Nijiati M, Wu C. Systemic inflammation response index as a prognostic factor for patients with sepsis-associated acute kidney injury: a retrospective observational study. J Int Med Res 2024; 52:3000605241235758. [PMID: 38518195 PMCID: PMC10960344 DOI: 10.1177/03000605241235758] [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: 11/09/2023] [Accepted: 02/12/2024] [Indexed: 03/24/2024] Open
Abstract
OBJECTIVE To assess the association between the systemic inflammation response index (SIRI) and the prognosis in patients with sepsis-associated acute kidney injury (SA-AKI). METHODS In this observational study, adult patients with SA-AKI were categorized into three groups based on SIRI tertiles. Survival outcomes were compared across the three groups using Kaplan-Meier survival curves. Various Cox proportional hazards regression models were developed to determine the association between the SIRI and mortality in patients with SA-AKI. Subgroup analyses were also performed to explore the association between different SIRI tertiles and all-cause mortality. RESULTS After adjusting for several confounders, the second SIRI tertile (2.5 < SIRI < 7.6) was found to be an independent risk factor for 30-day mortality [hazard ratio (95% confidence interval): 1.19 (1.01-1.40)], 90-day mortality [1.22 (1.06-1.41)], and 365-day mortality [1.24 (1.09-1.40)]. Furthermore, high SIRI values were associated with increased risks of 30-day, 90-day, and 365-day mortality in patients with SA-AKI across all three models. The third tertile showed a significant association with adverse outcomes in most subgroups. CONCLUSIONS The SIRI serves as a comprehensive biomarker for predicting all-cause mortality of critically ill patients with SA-AKI.
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Affiliation(s)
- Jia Tang
- Graduate School of Xinjiang Medical University, Urumqi, China
| | - Zhenguang Zhong
- Department of Bioengineering, Imperial College London, London, United Kingdom
| | - Muyesai Nijiati
- Xinjiang Emergency Center, People’s Hospital of Xinjiang Uygur Autonomous Region, Urumqi, China
| | - Changdong Wu
- Xinjiang Emergency Center, People’s Hospital of Xinjiang Uygur Autonomous Region, Urumqi, China
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Zhang J, Gu L, Jiang Y, Ma Y, Zhang Z, Shen S, Shen S, Peng Q, Xiao W. Artesunate-Nanoliposome-TPP, a Novel Drug Delivery System That Targets the Mitochondria, Attenuates Cisplatin-Induced Acute Kidney Injury by Suppressing Oxidative Stress and Inflammatory Effects. Int J Nanomedicine 2024; 19:1385-1408. [PMID: 38371457 PMCID: PMC10871145 DOI: 10.2147/ijn.s444076] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Accepted: 01/25/2024] [Indexed: 02/20/2024] Open
Abstract
Background Acute kidney injury (AKI) is a syndrome, posing a substantial healthcare burden. The pathological basis of AKI is associated with inflammation and oxidative stress which cause additional damage to mitochondria. Artesunate (ATS) is a derivative of artemisinin isolated from Artemisia annua L. that is an effective treatment for malaria and favored for the prevention and treatment of kidney diseases. However, there are still challenges related to its efficacy, including poor water solubility, limited oral bioavailability and short half-life. Liposome-based nanoparticles are used for drug delivery due to their ideal biocompatibility and their ability to improve the bioavailability of specific drugs and enhance drug efficacy. Methods In this study, a novel TPP-based natural ATS-nanoliposome, namely T-A-Ls, was applied for the treatment of AKI. ATS was encapsulated with or without triphenylphosphonium (TPP)-modified nanoliposomes. AKI was induced by cisplatin in C57BL/6J mice and a cisplatin-induced injury model was generated in HK-2 cells in vitro. Blood urea nitrogen (BUN), serum creatinine (Scr) measurements and section staining were utilized to assess renal protective effect of T-A-Ls. Inflammatory-related factors and proteins were quantified via Elisa, Immunofluorescence and Western Blot (WB). The anti-mitochondrial oxidative stress effect of T-A-Ls was determined by ROS, JC-1 and oxygen consumption rate (OCR) kits. Immunohistochemistry and WB were conducted to measure associated protein expressions. In vivo biodistribution and the concentration of T-A-Ls in kidney were also explored. Results T-A-Ls exhibited good oxidative resistance, preferential renal uptake, mitochondrial targeting, and it ameliorated kidney injury in cisplatin-induced AKI mice. Mitochondrial dysfunction, ATP production and respiratory capacity were improved in damaged HK-2 cells; ROS content decreased while mitochondrial membrane potential recovered. T-A-Ls exerted renal protection by inhibiting inflammation and reducing oxidative stress; these effects were mediated by a downregulation in the expression of RAGE and iNOS and an upregulation in both Nrf2 and HO-1. Conclusion T-A-Ls could improve the delivery of ATS to the kidney, offering a promising avenue to treat AKI.
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Affiliation(s)
- Jiaxing Zhang
- Institute of Digestive Disease, The Sixth Affiliated Hospital of Guangzhou Medical University, Qingyuan People’s Hospital, Qingyuan, Guang Dong, People’s Republic of China
- School of Traditional Chinese Medicine, Southern Medical University, Guangzhou, Guang Dong, People’s Republic of China
| | - Liwei Gu
- Artemisinin Research Center and Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing, People’s Republic of China
| | - Yumao Jiang
- Gannan Medical University, Ganzhou, Jiang Xi, People’s Republic of China
| | - Yun Ma
- Department of Pharmacy, Nanfang Hospital, Southern Medical University, Guangzhou, Guang Dong, People’s Republic of China
| | - Ziyue Zhang
- Artemisinin Research Center and Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing, People’s Republic of China
| | - Shengnan Shen
- Artemisinin Research Center and Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing, People’s Republic of China
| | - Shuo Shen
- Artemisinin Research Center and Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing, People’s Republic of China
| | - Qing Peng
- Institute of Basic Medical Sciences, Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, People’s Republic of China
| | - Wei Xiao
- School of Traditional Chinese Medicine, Southern Medical University, Guangzhou, Guang Dong, People’s Republic of China
- Key Laboratory of Glucolipid Metabolic Disorder, Ministry of Education, Guangdong Pharmaceutical University, Guangzhou, People’s Republic of China
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Zhu Z, Wang D, Lu X, Jiang T, Zhang L, Chen M, Chen S. Platelet-derived extracellular vesicles are associated with kidney injury in patients with urosepsis. Mol Cell Probes 2024; 73:101949. [PMID: 38215889 DOI: 10.1016/j.mcp.2024.101949] [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: 07/09/2023] [Revised: 12/22/2023] [Accepted: 01/05/2024] [Indexed: 01/14/2024]
Abstract
BACKGROUND There is increasing evidence that platelet-derived extracellular vesicles (PEVs) may be involved in the mechanisms of inflammatory storm and organ damage in sepsis. However, there are no available studies on PEVs and renal injury in patients with urosepsis. METHODS We analyzed the concentration and ratio of PEVs in plasma by flow cytometry and measured plasma IL-1β/IL-6/TNF-α/NGAL levels by ELISA. Correlation analysis was also used to examine the concentration of PEVs in relation to levels of inflammatory factors and indicators of kidney damage, as well as the severity of the disease. Finally, the receiver operating characteristic curves were produced for PEVs concentrations as a diagnosis of S-AKI/AKI. RESULTS We found significantly higher levels of IL-1β/IL-6/TNF-α/NGAL in patients with urogenital sepsis. Furthermore, the concentrations of PEVs in plasma were significantly elevated in patients with urosepsis, especially in patients with Gram-negative bacterial infections, which were significantly and positively correlated with IL-1β/IL-6/TNF-α/NGAL levels. The area under the curve for PEVs diagnosing S-AKI and AKI was 0.746 [0.484, 1.000] and 0.943 [0.874, 1.000] respectively. CONCLUSION Overall, the present study suggested that PEVs may mediate the release of inflammatory mediators in patients with urosepsis and participate in the mechanism of acute kidney injury, as well as having potential as diagnostic indicators of S-AKI and AKI and as early warning indicators of the severity of patients with urosepsis.
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Affiliation(s)
- Zepeng Zhu
- Department of Urology, The Fourth Affiliated Hospital of Nanjing Medical University, Nanjing, China; Department of Urology, Zhongda Hospital, Southeast University, Nanjing, China; Medical School, Southeast University, Nanjing, China
| | - Dong Wang
- Department of Urology, Zhongda Hospital, Southeast University, Nanjing, China; Medical School, Southeast University, Nanjing, China
| | - Xun Lu
- Department of Urology, Zhongda Hospital, Southeast University, Nanjing, China; Medical School, Southeast University, Nanjing, China
| | - Tiancheng Jiang
- Department of Urology, Zhongda Hospital, Southeast University, Nanjing, China; Medical School, Southeast University, Nanjing, China
| | - Lei Zhang
- Department of Urology, Zhongda Hospital, Southeast University, Nanjing, China; Surgical Research Center, Institute of Urology, Southeast University Medical School, Nanjing, China
| | - Ming Chen
- Department of Urology, Zhongda Hospital, Southeast University, Nanjing, China; Surgical Research Center, Institute of Urology, Southeast University Medical School, Nanjing, China.
| | - Shuqiu Chen
- Department of Urology, Zhongda Hospital, Southeast University, Nanjing, China; Surgical Research Center, Institute of Urology, Southeast University Medical School, Nanjing, China.
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Zhao Q, Ma J, Xiao J, Feng Z, Liu H. Data driven analysis reveals prognostic genes and immunological targets in human sepsis-associated acute kidney injury. World J Emerg Med 2024; 15:91-97. [PMID: 38476535 PMCID: PMC10925525 DOI: 10.5847/wjem.j.1920-8642.2024.026] [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: 05/29/2023] [Accepted: 11/20/2023] [Indexed: 03/14/2024] Open
Abstract
BACKGROUND The molecular mechanism of sepsis-associated acute kidney injury (SA-AKI) is unclear. We analyzed co-differentially expressed genes (co-DEGs) to elucidate the underlying mechanism and intervention targets of SA-AKI. METHODS The microarray datasets GSE65682, GSE30718, and GSE174220 were downloaded from the Gene Expression Omnibus (GEO) database. We identified the co-DEGs and constructed a gene co-expression network to screen the hub genes. We analyzed immune correlations and disease correlations and performed functional annotation of the hub genes. We also performed single-cell and microenvironment analyses and investigated the enrichment pathways and the main transcription factors. Finally, we conducted a correlation analysis to evaluate the role of the hub genes. RESULTS Interleukin 32 (IL32) was identified as the hub gene in SA-AKI, and the main enriched signaling pathways were associated with hemopoiesis, cellular response to cytokine stimulus, inflammatory response, and regulation of kidney development. Additionally, IL32 was significantly associated with mortality in SA-AKI patients. Monocytes, macrophages, T cells, and NK cells were closely related to IL32 and were involved in the immune microenvironment in SA-AKI patients. IL32 expression increased significantly in the kidney of septic mouse. Toll-like receptor 2 (TLR2) was significantly and negatively correlated with IL32. CONCLUSION IL32 is the key gene involved in SA-AKI and is significantly associated with prognosis. TLR2 and relevant immune cells are closely related to key genes.
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Affiliation(s)
- Qing Zhao
- Department of Diagnosis and Treatment of Cadres, the First Medical Center, Chinese PLA General Hospital, Beijing 100853, China
| | - Jinfu Ma
- Intensive Care Unit, the 305th Hospital of Chinese PLA, Beijing 100032, China
| | - Jianguo Xiao
- Department of Critical Care Medicine, the First Medical Center, Chinese PLA General Hospital, Beijing 100853, China
| | - Zhe Feng
- Nephrology Department, the First Medical Center, Chinese PLA General Hospital, Beijing 100853, China
| | - Hui Liu
- Department of Critical Care Medicine, the First Medical Center, Chinese PLA General Hospital, Beijing 100853, China
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Rossiter A, La A, Koyner JL, Forni LG. New biomarkers in acute kidney injury. Crit Rev Clin Lab Sci 2024; 61:23-44. [PMID: 37668397 DOI: 10.1080/10408363.2023.2242481] [Citation(s) in RCA: 17] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2023] [Revised: 05/14/2023] [Accepted: 07/26/2023] [Indexed: 09/06/2023]
Abstract
Acute kidney injury (AKI) is a commonly encountered clinical syndrome. Although it often complicates community acquired illness, it is more common in hospitalized patients, particularly those who are critically ill or who have undergone major surgery. Approximately 20% of hospitalized adult patients develop an AKI during their hospital care, and this rises to nearly 60% in the critically ill, depending on the population being considered. In general, AKI is more common in older adults, in those with preexisting chronic kidney disease and in those with known risk factors for AKI (including diabetes and hypertension). The development of AKI is associated with an increase in both mortality and morbidity, including the development of post-AKI chronic kidney disease. Currently, AKI is defined by a rise in serum creatinine from either a known or derived baseline value and/or oliguria or anuria. However, clinicians may fail to recognize the initial development of AKI because of a delay in the rise of serum creatinine or because of inaccurate urine output monitoring. This, in turn, delays any putative measures to treat AKI or to limit its degree. Consequently, efforts have focused on new biomarkers associated with AKI that may allow early recognition of this syndrome with the intent that this will translate into improved patient outcomes. Here we outline current biomarkers associated with AKI and explore their potential in aiding diagnosis, understanding the pathophysiology and directing therapy.
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Affiliation(s)
- Adam Rossiter
- Critical Care Unit, Royal Surrey Hospital, Guildford, Surry, UK
| | - Ashley La
- Department of Medicine, University of Chicago, Chicago, Illinois, USA
| | - Jay L Koyner
- Department of Medicine, University of Chicago, Chicago, Illinois, USA
| | - Lui G Forni
- Critical Care Unit, Royal Surrey Hospital, Guildford, Surry, UK
- School of Medicine, Department of Clinical & Experimental Medicine, Faculty of Health Sciences, University of Surrey, Surry, UK
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Pickkers P, Angus DC, Bass K, Bellomo R, van den Berg E, Bernholz J, Bestle MH, Doi K, Doig CJ, Ferrer R, Francois B, Gammelager H, Pedersen UG, Hoste E, Iversen S, Joannidis M, Kellum JA, Liu K, Meersch M, Mehta R, Millington S, Murray PT, Nichol A, Ostermann M, Pettilä V, Solling C, Winkel M, Young PJ, Zarbock A. Phase-3 trial of recombinant human alkaline phosphatase for patients with sepsis-associated acute kidney injury (REVIVAL). Intensive Care Med 2024; 50:68-78. [PMID: 38172296 PMCID: PMC10810941 DOI: 10.1007/s00134-023-07271-w] [Citation(s) in RCA: 30] [Impact Index Per Article: 30.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Accepted: 11/09/2023] [Indexed: 01/05/2024]
Abstract
PURPOSE Ilofotase alfa is a human recombinant alkaline phosphatase with reno-protective effects that showed improved survival and reduced Major Adverse Kidney Events by 90 days (MAKE90) in sepsis-associated acute kidney injury (SA-AKI) patients. REVIVAL, was a phase-3 trial conducted to confirm its efficacy and safety. METHODS In this international double-blinded randomized-controlled trial, SA-AKI patients were enrolled < 72 h on vasopressor and < 24 h of AKI. The primary endpoint was 28-day all-cause mortality. The main secondary endpoint was MAKE90, other secondary endpoints were (i) days alive and free of organ support through day 28, (ii) days alive and out of the intensive care unit (ICU) through day 28, and (iii) time to death through day 90. Prior to unblinding, the statistical analysis plan was amended, including an updated MAKE90 definition. RESULTS Six hundred fifty patients were treated and analyzed for safety; and 649 for efficacy data (ilofotase alfa n = 330; placebo n = 319). The observed mortality rates in the ilofotase alfa and placebo groups were 27.9% and 27.9% at 28 days, and 33.9% and 34.8% at 90 days. The trial was stopped for futility on the primary endpoint. The observed proportion of patients with MAKE90A and MAKE90B were 56.7% and 37.4% in the ilofotase alfa group vs. 64.6% and 42.8% in the placebo group. Median [interquartile range (IQR)] days alive and free of organ support were 17 [0-24] and 14 [0-24], number of days alive and discharged from the ICU through day 28 were 15 [0-22] and 10 [0-22] in the ilofotase alfa and placebo groups, respectively. Adverse events were reported in 67.9% and 75% patients in the ilofotase and placebo group. CONCLUSION Among critically ill patients with SA-AKI, ilofotase alfa did not improve day 28 survival. There may, however, be reduced MAKE90 events. No safety concerns were identified.
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Affiliation(s)
- Peter Pickkers
- Department of Intensive Care, Radboudumc, Nijmegen, The Netherlands.
| | - Derek C Angus
- Department of Critical Care Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | | | - Rinaldo Bellomo
- Department of Intensive Care, Austin Hospital, Melbourne, VIC, Australia
- Australian and New Zealand Intensive Care Research Centre, Monash University, Melbourne, VIC, Australia
| | | | | | - Morten H Bestle
- Department of Anesthesiology and Intensive Care, Copenhagen University Hospital-North Zealand, Hilleroed, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Kent Doi
- Department of Emergency and Critical Care Medicine, The University of Tokyo, Tokyo, Japan
| | - Chistopher J Doig
- Department of Critical Care Medicine, Medicine and Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Canada
| | - Ricard Ferrer
- Department of Intensive Care Medicine, SODIR-VHIR Research Group, Val d'Hebron University Hospital, Barcelona, Spain
| | - Bruno Francois
- Intensive Care, Inserm CIC 1435 & UMR 1092, CHU Limoges, Limoges, France
| | - Henrik Gammelager
- Department of Intensive Care Medicine, Aarhus University Hospital, Aarhus, Denmark
| | | | - Eric Hoste
- Department of Internal Medicine and Pediatrics, Intensive Care Unit, Ghent University Hospital, Ghent University, Ghent, Belgium
- Research Foundation-Flanders, (FWO), Brussels, Belgium
| | - Susanne Iversen
- Department of Anaesthesiology and Intensive Care, Slagelse Hospital, Slagelse, Denmark
| | - Michael Joannidis
- Division of Intensive Care and Emergency Medicine, Department of Internal Medicine, Medical University of Innsbruck, Innsbruck, Austria
| | - John A Kellum
- Center for Critical Care Nephrology, Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, USA
| | - Kathleen Liu
- Division of Nephrology, Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Melanie Meersch
- Department of Anesthesiology, Intensive Care and Pain Medicine, University Hospital Münster, Münster, Germany
| | - Ravindra Mehta
- Department of Medicine, University of California San Diego, La Jolla, CA, USA
| | | | | | - Alistair Nichol
- Australian and New Zealand Intensive Care Research Centre, Monash University, Melbourne, VIC, Australia
- University College Dublin-Clinical Research Centre at St Vincent's University Hospital, Dublin, Ireland
| | - Marlies Ostermann
- Department of Critical Care, Guys & St Thomas' Foundation Trust, London, UK
| | - Ville Pettilä
- Department of Perioperative and Intensive Care, University of Helsinki and Helsinki University Hospital, HUS, Helsinki, Finland
| | - Christoffer Solling
- Department of Anaestesiology and Intensive Care, Viborg Regional Hospital, Viborg, Denmark
| | | | - Paul J Young
- Australian and New Zealand Intensive Care Research Centre, Monash University, Melbourne, VIC, Australia
- Intensive Care Unit, Wellington Hospital, Wellington, New Zealand
- Medical Research Institute of New Zealand, Wellington, New Zealand
- Department of Critical Care, University of Melbourne, Melbourne, VIC, Australia
| | - Alexander Zarbock
- Department of Anesthesiology, Intensive Care and Pain Medicine, University Hospital Münster, Münster, Germany
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Platnich J, Kung JY, Romanovsky AS, Ostermann M, Wald R, Pannu N, Bagshaw SM. A Systematic Bibliometric Analysis of High-Impact Articles in Critical Care Nephrology. Blood Purif 2023; 53:243-267. [PMID: 38052181 PMCID: PMC10997269 DOI: 10.1159/000535558] [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: 10/13/2023] [Accepted: 11/24/2023] [Indexed: 12/07/2023]
Abstract
INTRODUCTION Critical care nephrology is a subspecialty that merges critical care and nephrology in response to shared pathobiology, clinical care, and technological innovations. To date, there has been no description of the highest impact articles. Accordingly, we systematically identified high impact articles in critical care nephrology. METHODS This was a bibliometric analysis. The search was developed by a research librarian. Web of Science was searched for articles published between January 1, 2000 and December 31, 2020. Articles required a minimum of 30 citations, publication in English language, and reporting of primary (or secondary) original data. Articles were screened by two reviewers for eligibility and further adjudicated by three experts. The "Top 100" articles were hierarchically ranked by adjudication, citations in the 2 years following publication and journal impact factor (IF). For each article, we extracted detailed bibliometric data. Risk of bias was assessed for randomized trials by the Cochrane Risk of Bias tool. Analyses were descriptive. RESULTS The search yielded 2,805 articles. Following initial screening, 307 articles were selected for full review and adjudication. The Top 100 articles were published across 20 journals (median [IQR] IF 10.6 [8.9-56.3]), 38% were published in the 5 years ending in 2020 and 62% were open access. The agreement between adjudicators was excellent (intraclass correlation, 0.96; 95% CI, 0.84-0.99). Of the Top 100, 44% were randomized trials, 35% were observational, 14% were systematic reviews, 6% were nonrandomized interventional studies and one article was a consensus document. The risk of bias among randomized trials was low. Common subgroup themes were RRT (42%), AKI (30%), fluids/resuscitation (14%), pediatrics (10%), interventions (8%), and perioperative care (6%). The citations for the Top 100 articles were 175 (95-393) and 9 were cited >1,000 times. CONCLUSION Critical care nephrology has matured as an important subspecialty of critical care and nephrology. These high impact papers have focused largely on original studies, mostly clinical trials, within a few core themes. This list can be leveraged for curricula development, to stimulate research, and for quality assurance.
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Affiliation(s)
- Jaye Platnich
- Department of Medicine, Faculty of Medicine and Dentistry, University of Alberta and Alberta Health Services, Edmonton, AB, Canada
| | - Janice Y. Kung
- Geoffrey & Robyn Sperber Health Sciences Library, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
| | - Adam S. Romanovsky
- Department of Medicine, Faculty of Medicine and Dentistry, University of Alberta and Alberta Health Services, Edmonton, AB, Canada
- Department of Critical Care Medicine, Faculty of Medicine and Dentistry, University of Alberta and Alberta Health Services, Edmonton, AB, Canada
| | - Marlies Ostermann
- Department of Critical Care Medicine, King’s College London, Guy’s & St Thomas’ Hospital, London, UK
| | - Ron Wald
- Division of Nephrology, St. Michael’s Hospital and the University of Toronto and the Li Ka Shing Knowledge Institute, Toronto, ON, Canada
| | - Neesh Pannu
- Department of Medicine, Faculty of Medicine and Dentistry, University of Alberta and Alberta Health Services, Edmonton, AB, Canada
| | - Sean M. Bagshaw
- Department of Critical Care Medicine, Faculty of Medicine and Dentistry, University of Alberta and Alberta Health Services, Edmonton, AB, Canada
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Lai CF, Liu JH, Tseng LJ, Tsao CH, Chou NK, Lin SL, Chen YM, Wu VC. Unsupervised clustering identifies sub-phenotypes and reveals novel outcome predictors in patients with dialysis-requiring sepsis-associated acute kidney injury. Ann Med 2023; 55:2197290. [PMID: 37043222 PMCID: PMC10101673 DOI: 10.1080/07853890.2023.2197290] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/22/2022] [Accepted: 03/25/2023] [Indexed: 04/13/2023] Open
Abstract
INTRODUCTION Heterogeneity exists in sepsis-associated acute kidney injury (SA-AKI). This study aimed to perform unsupervised consensus clustering in critically ill patients with dialysis-requiring SA-AKI. PATIENTS AND METHODS This prospective observational cohort study included all septic patients, defined by the Sepsis-3 criteria, with dialysis-requiring SA-AKI in surgical intensive care units in Taiwan between 2009 and 2018. We employed unsupervised consensus clustering based on 23 clinical variables upon initializing renal replacement therapy. Multivariate-adjusted Cox regression models and Fine-Gray sub-distribution hazard models were built to test associations between cluster memberships with mortality and being free of dialysis at 90 days after hospital discharge, respectively. RESULTS Consensus clustering among 999 enrolled patients identified three sub-phenotypes characterized with distinct clinical manifestations upon renal replacement therapy initiation (n = 352, 396 and 251 in cluster 1, 2 and 3, respectively). They were followed for a median of 48 (interquartile range 9.5-128.5) days. Phenotypic cluster 1, featured by younger age, lower Charlson Comorbidity Index, higher baseline estimated glomerular filtration rate but with higher severity of acute illness was associated with an increased risk of death (adjusted hazard ratio of 3.05 [95% CI, 2.35-3.97]) and less probability to become free of dialysis (adjusted sub-distribution hazard ratio of 0.55 [95% CI, 0.38-0.8]) than cluster 3. By examining distinct features of the sub-phenotypes, we discovered that pre-dialysis hyperlactatemia ≥3.3 mmol/L was an independent outcome predictor. A clinical model developed to determine high-risk sub-phenotype 1 in this cohort (C-static 0.99) can identify a sub-phenotype with high in-hospital mortality risk (adjusted hazard ratio of 1.48 [95% CI, 1.25-1.74]) in another independent multi-centre SA-AKI cohort. CONCLUSIONS Our data-driven approach suggests sub-phenotypes with clinical relevance in dialysis-requiring SA-AKI and serves an outcome predictor. This strategy represents further development toward precision medicine in the definition of high-risk sub-phenotype in patients with SA-AKI.Key messagesUnsupervised consensus clustering can identify sub-phenotypes of patients with SA-AKI and provide a risk prediction.Examining the features of patient heterogeneity contributes to the discovery of serum lactate levels ≥ 3.3 mmol/L upon initializing RRT as an independent outcome predictor.This data-driven approach can be useful for prognostication and lead to a better understanding of therapeutic strategies in heterogeneous clinical syndromes.
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Affiliation(s)
- Chun-Fu Lai
- Renal Division, Department of Internal Medicine, National Taiwan University Hospital, Taipei City, Taiwan
| | - Jung-Hua Liu
- Department of Communication, National Chung Cheng University, Minhsiung, Taiwan
| | - Li-Jung Tseng
- Department of Surgery, National Taiwan University Hospital, Taipei City, Taiwan
| | - Chun-Hao Tsao
- Department of Surgery, National Taiwan University Hospital, Taipei City, Taiwan
| | - Nai-Kuan Chou
- Department of Surgery, National Taiwan University Hospital, Taipei City, Taiwan
| | - Shuei-Liong Lin
- Renal Division, Department of Internal Medicine, National Taiwan University Hospital, Taipei City, Taiwan
- Graduate Institute of Physiology, National Taiwan University College of Medicine, Taipei City, Taiwan
| | - Yung-Ming Chen
- Renal Division, Department of Internal Medicine, National Taiwan University Hospital, Taipei City, Taiwan
- National Taiwan University Hospital Bei-Hu Branch, Taipei City, Taiwan
| | - Vin-Cent Wu
- Renal Division, Department of Internal Medicine, National Taiwan University Hospital, Taipei City, Taiwan
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Kim SG, Han CH, Yu SB, Lee H, Kwon S, Kim Y, Lee J, Kim DK, Oh YK, Lim CS, Kim YS, Kim BG, Lee JP. Trajectory of AKI and hospital mortality among patients with COVID-19. Ren Fail 2023; 45:2177086. [PMID: 36876658 PMCID: PMC10013401 DOI: 10.1080/0886022x.2023.2177086] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/07/2023] Open
Abstract
BACKGROUND Acute kidney injury (AKI) in COVID-19 patients is associated with poor prognosis. Characterization of AKI by timing and trajectory and early prediction of AKI progression is required for better preventive management and the prediction of patient outcomes. METHODS A total of 858 patients who were hospitalized due to coronavirus disease 2019 (COVID-19) were retrospectively enrolled from December 2020 to August 2021. The occurrence of AKI was evaluated throughout hospitalization. The hazard ratios (HRs) of mortality outcomes according to the trajectory of AKI were measured using Cox regression models after adjustment for multiple variables. RESULTS Among 858 patients, 226 (26.3%) presented AKI at admission, and 44 (5.1%) developed AKI during hospitalization. Patients with AKI at admission or hospital-acquired AKI had a higher risk of mortality than those without AKI, with HRs of 9.87 (2.81-34.67) and 13.74 (3.57-52.84), respectively. Of 226 patients with AKI at admission, 104 (46.0%) recovered within 48 hr, 83 (36.7%) had AKI beyond 48 hr and recovered in 7 days, and 39 (17.3%) showed no recovery from AKI on Day 7. Delayed recovery and persistent AKI were significantly associated with an increased risk of mortality, with HRs of 4.39 (1.06-18.24) and 24.33 (7.10-83.36), respectively. CONCLUSIONS The onset and progression of AKI was significantly associated with in-hospital mortality in patients with COVID-19. A thorough observation of the recovery trajectory of early AKI after infection is necessary.
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Affiliation(s)
- Seong Geun Kim
- Department of Internal Medicine-Nephrology, Seoul National University College of Medicine, Seoul, Republic of Korea.,Department of Internal Medicine, Seoul National University Hospital, Seoul, Republic of Korea
| | - Chung Hee Han
- Department of Obstetrics and Gynecology, Bagaehospital, Pyeongtaek, Gyunggi-Do, Republic of Korea
| | - Sung Bong Yu
- Department of Surgery, Bagaehospital, Pyeongtaek, Gyunggi-Do, Republic of Korea
| | - Hyeseung Lee
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Republic of Korea
| | - Soie Kwon
- Department of Internal Medicine-Nephrology, Seoul National University College of Medicine, Seoul, Republic of Korea.,Department of Internal Medicine, Seoul National University Hospital, Seoul, Republic of Korea
| | - Yerim Kim
- Department of Internal Medicine-Nephrology, Keimyung University School of Medicine, Daegu, Republic of Korea
| | - Jeonghwan Lee
- Department of Internal Medicine-Nephrology, Seoul National University College of Medicine, Seoul, Republic of Korea.,Department of Internal Medicine, Seoul National University Boramae Medical Center, Seoul, Republic of Korea
| | - Dong Ki Kim
- Department of Internal Medicine-Nephrology, Seoul National University College of Medicine, Seoul, Republic of Korea.,Department of Internal Medicine, Seoul National University Hospital, Seoul, Republic of Korea
| | - Yun Kyu Oh
- Department of Internal Medicine-Nephrology, Seoul National University College of Medicine, Seoul, Republic of Korea.,Department of Internal Medicine, Seoul National University Boramae Medical Center, Seoul, Republic of Korea
| | - Chun Soo Lim
- Department of Internal Medicine-Nephrology, Seoul National University College of Medicine, Seoul, Republic of Korea.,Department of Internal Medicine, Seoul National University Boramae Medical Center, Seoul, Republic of Korea
| | - Yon Su Kim
- Department of Internal Medicine-Nephrology, Seoul National University College of Medicine, Seoul, Republic of Korea.,Department of Internal Medicine, Seoul National University Hospital, Seoul, Republic of Korea
| | - Byung Gun Kim
- Department of Orthopedic Surgery, Bagaehospital, Pyeongtaek, Gyunggi-Do, Republic of Korea
| | - Jung Pyo Lee
- Department of Internal Medicine-Nephrology, Seoul National University College of Medicine, Seoul, Republic of Korea.,Department of Internal Medicine, Seoul National University Boramae Medical Center, Seoul, Republic of Korea
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Li L, Shen Y, Tang Z, Yang Y, Fu Z, Ni D, Cai X. Engineered nanodrug targeting oxidative stress for treatment of acute kidney injury. EXPLORATION (BEIJING, CHINA) 2023; 3:20220148. [PMID: 38264689 PMCID: PMC10742205 DOI: 10.1002/exp.20220148] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/30/2022] [Accepted: 04/23/2023] [Indexed: 01/25/2024]
Abstract
Acute kidney injury (AKI) is a clinical syndrome characterized by a rapid decline in renal function, and is associated with a high risk of death. Many pathological changes happen in the process of AKI, including crucial alterations to oxidative stress levels. Numerous efforts have thus been made to develop effective medicines to scavenge excess reactive oxygen species (ROS). However, researchers have encountered several significant challenges, including unspecific biodistribution, high biotoxicity, and in vivo instability. To address these problems, engineered nanoparticles have been developed to target oxidative stress and treat AKI. This review thoroughly discusses the methods that empower nanodrugs to specifically target the glomerular filtration barrier and presents the latest achievements in engineering novel ROS-scavenging nanodrugs in clustered sections. The analysis of each study's breakthroughs and imperfections visualizes the progress made in developing effective nanodrugs with specific biodistribution and oxidative stress-targeting capabilities. This review fills the blank of a comprehensive outline over current progress in applying nanotechnology to treat AKI, providing potential insights for further research.
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Affiliation(s)
- Liwen Li
- Department of Ultrasound in MedicineShanghai Jiao Tong University School of Medicine Affiliated Sixth People's HospitalShanghaiPeople's Republic of China
| | - Yining Shen
- Department of Ultrasound in MedicineShanghai Jiao Tong University School of Medicine Affiliated Sixth People's HospitalShanghaiPeople's Republic of China
| | - Zhongmin Tang
- Departments of Radiology and Medical PhysicsUniversity of Wisconsin‐MadisonWisconsinUSA
| | - Yuwen Yang
- Department of Ultrasound in MedicineShanghai Jiao Tong University School of Medicine Affiliated Sixth People's HospitalShanghaiPeople's Republic of China
| | - Zi Fu
- Department of OrthopaedicsShanghai Key Laboratory for Prevention and Treatment of Bone and Joint DiseasesShanghai Institute of Traumatology and OrthopaedicsRuijin HospitalShanghai Jiao Tong University School of MedicineShanghaiPeople's Republic of China
| | - Dalong Ni
- Department of OrthopaedicsShanghai Key Laboratory for Prevention and Treatment of Bone and Joint DiseasesShanghai Institute of Traumatology and OrthopaedicsRuijin HospitalShanghai Jiao Tong University School of MedicineShanghaiPeople's Republic of China
| | - Xiaojun Cai
- Department of Ultrasound in MedicineShanghai Jiao Tong University School of Medicine Affiliated Sixth People's HospitalShanghaiPeople's Republic of China
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Wang M, Wang X, Zhu B, Li W, Jiang Q, Zuo Y, Wen J, He Y, Xi X, Jiang L. The effects of timing onset and progression of AKI on the clinical outcomes in AKI patients with sepsis: a prospective multicenter cohort study. Ren Fail 2023; 45:1-10. [PMID: 37096423 PMCID: PMC10132224 DOI: 10.1080/0886022x.2022.2138433] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/26/2023] Open
Abstract
BACKGROUND Limited studies are available concerning on the earlier identification of AKI with sepsis. The aim of the study was to identify the risk factors of AKI early which depended on the timing onset and progression of AKI and investigate the effects of timing onset and progression of AKI on clinical outcomes. METHODS Patients who developed sepsis during their first 48-h admission to ICU were included. The primary outcome was major adverse kidney events (MAKE) consisted of all-cause mortality, RRT-dependence, or an inability to recover to 1.5 times of the baseline creatinine value up to 30 days. We determined MAKE and in-hospital mortality by multivariable logistic regression and explored the risk factors of early persistent-AKI. C statistics were used to evaluate model fit. RESULTS 58.7% sepsis patients developed AKI. According to the timing onset and progression of AKI, Early transient-AKI, early persistent-AKI, late transient-AKI, late persistent-AKI were identified. Clinical outcomes were quite different among subgroups. Early persistent-AKI had 3.0-fold (OR 3.04, 95% CI 1.61 - 4.62) risk of MAKE and 2.6-fold (OR 2.60, 95%CI 1.72 - 3.76) risk of in-hospital mortality increased compared with the late transients-AKI. Older age, underweight, obese, faster heart rate, lower MAP, platelet, hematocrit, pH and energy intake during the first 24 h on ICU admission could well predict the early persistent-AKI in patients with sepsis. CONCLUSION Four AKI subphenotypes were identified based on the timing onset and progression of AKI. Early persistent-AKI showed higher risk of major adverse kidney events and in-hospital mortality. TRIAL REGISTRATION This study was registered in the Chinese Clinical Trials Registry (www.chictr.org/cn) under registration number ChiCTR-ECH-13003934.
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Affiliation(s)
- Meiping Wang
- Department of Critical Care Medicine, Xuanwu Hospital, Capital Medical University, Beijing, China
- Department of Critical Care Medicine, Fuxing Hospital, Capital Medical University, Beijing, China
- Department of Epidemiology and Health Statistics, School of Public Health, Capital Medical University, Beijing, China
| | - Xia Wang
- Department of Critical Care Medicine, Fuxing Hospital, Capital Medical University, Beijing, China
| | - Bo Zhu
- Department of Critical Care Medicine, Fuxing Hospital, Capital Medical University, Beijing, China
| | - Wen Li
- Department of Critical Care Medicine, Fuxing Hospital, Capital Medical University, Beijing, China
- Department of Critical Care Medicine, Peking University Third Hospital, Beijing, China
| | - Qi Jiang
- Department of Critical Care Medicine, Fuxing Hospital, Capital Medical University, Beijing, China
| | - Yingting Zuo
- Department of Epidemiology and Health Statistics, School of Public Health, Capital Medical University, Beijing, China
| | - Jing Wen
- Department of Epidemiology and Health Statistics, School of Public Health, Capital Medical University, Beijing, China
| | - Yan He
- Department of Epidemiology and Health Statistics, School of Public Health, Capital Medical University, Beijing, China
| | - Xiuming Xi
- Department of Critical Care Medicine, Fuxing Hospital, Capital Medical University, Beijing, China
| | - Li Jiang
- Department of Critical Care Medicine, Xuanwu Hospital, Capital Medical University, Beijing, China
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Helms J, Merdji H, Loewert S, Severac F, Monnier A, Kaurin J, Curtiaud A, Meziani F, Demiselle J. Disseminated intravascular coagulation is strongly associated with severe acute kidney injury in patients with septic shock. Ann Intensive Care 2023; 13:119. [PMID: 38038826 PMCID: PMC10692023 DOI: 10.1186/s13613-023-01216-8] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2023] [Accepted: 11/17/2023] [Indexed: 12/02/2023] Open
Abstract
BACKGROUND Disseminated intravascular coagulation (DIC) worsens the prognosis of septic shock and contributes to multiple organ failure. To date, no data linking DIC and acute kidney injury (AKI) occurrence, severity, and evolution in this setting are available. We aimed at analyzing the association between AKI occurrence, severity and evolution in patients with septic shock-induced DIC. In a prospective monocentric cohort study, consecutive patients, 18 years and older, admitted in the ICU of Strasbourg University Hospital in the setting of systemic hypotension requiring vasopressor related to an infection, without history of terminal chronic kidney disease were eligible. AKI was defined according to the KDIGO classification. DIC diagnosis was based on the International Society on Thrombosis and Haemostasis (ISTH) score. Evolution of AKI was evaluated through the composite endpoint of major adverse kidney events. Only patients with DIC that occurred before or at the time of AKI diagnosis were considered. Univariate and multivariate analysis were performed to determine factors associated with renal outcomes. RESULTS 350 patients were included, of whom 129 experienced DIC. Patients with DIC were more seriously ill (median SAPS II 64 vs. 56, p < 0.001), and had higher 28-day mortality (43.3% vs. 26.2%, p < 0.001). AKI was more frequent in patients with DIC (86.8% vs. 74.2%, p < 0.005), particularly for the more severe stage of AKI [KDIGO 3 in 58.1% of patients with DIC vs. 30.8% of patients without DIC, p < 0.001, AKI requiring renal replacement therapy (RRT) in 47.3% of patients with DIC vs. 21.3% of patients without DIC, p < 0.001]. After adjustment for confounding factors, DIC occurrence remained associated with the risk of having the more severe stage of AKI with an odds ratio (OR) of 2.74 [IC 95% (1.53-4.91), p < 0.001], and with the risk of requiring RRT during the ICU stay [OR 2.82 (1.53-5.2), p < 0.001]. CONCLUSION DIC appears to be strongly associated with the risk of developing the more severe form of AKI (stage 3 of the KDIGO classification, RRT requirement), even after adjustment for severity and other relevant factors.
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Affiliation(s)
- Julie Helms
- Service de Médecine Intensive-Réanimation, Nouvel Hôpital Civil, Hôpitaux universitaires de Strasbourg, 1, Place de l'Hôpital, 67091, Strasbourg Cedex, France
- UMR 1260, Regenerative Nanomedicine (RNM), FMTS, INSERM (French National Institute of Health and Medical Research), Strasbourg, France
| | - Hamid Merdji
- Service de Médecine Intensive-Réanimation, Nouvel Hôpital Civil, Hôpitaux universitaires de Strasbourg, 1, Place de l'Hôpital, 67091, Strasbourg Cedex, France
- UMR 1260, Regenerative Nanomedicine (RNM), FMTS, INSERM (French National Institute of Health and Medical Research), Strasbourg, France
| | - Sébastien Loewert
- Service de Médecine Intensive-Réanimation, Nouvel Hôpital Civil, Hôpitaux universitaires de Strasbourg, 1, Place de l'Hôpital, 67091, Strasbourg Cedex, France
| | - François Severac
- Groupe Méthodes en Recherche Clinique (GMRC), Hôpital Civil, Hôpitaux universitaires de Strasbourg, Strasbourg, France
| | - Alexandra Monnier
- Service de Médecine Intensive-Réanimation, Nouvel Hôpital Civil, Hôpitaux universitaires de Strasbourg, 1, Place de l'Hôpital, 67091, Strasbourg Cedex, France
| | - Julian Kaurin
- Service de Médecine Intensive-Réanimation, Nouvel Hôpital Civil, Hôpitaux universitaires de Strasbourg, 1, Place de l'Hôpital, 67091, Strasbourg Cedex, France
| | - Anaïs Curtiaud
- Service de Médecine Intensive-Réanimation, Nouvel Hôpital Civil, Hôpitaux universitaires de Strasbourg, 1, Place de l'Hôpital, 67091, Strasbourg Cedex, France
| | - Ferhat Meziani
- Service de Médecine Intensive-Réanimation, Nouvel Hôpital Civil, Hôpitaux universitaires de Strasbourg, 1, Place de l'Hôpital, 67091, Strasbourg Cedex, France
- UMR 1260, Regenerative Nanomedicine (RNM), FMTS, INSERM (French National Institute of Health and Medical Research), Strasbourg, France
| | - Julien Demiselle
- Service de Médecine Intensive-Réanimation, Nouvel Hôpital Civil, Hôpitaux universitaires de Strasbourg, 1, Place de l'Hôpital, 67091, Strasbourg Cedex, France.
- UMR 1260, Regenerative Nanomedicine (RNM), FMTS, INSERM (French National Institute of Health and Medical Research), Strasbourg, France.
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Kamei J, Kanamoto M, Igarashi Y, Suzuki K, Fujita K, Kuwana T, Ogura T, Mochizuki K, Banshotani Y, Ishikura H, Nakamura Y, J-STAD (Japan Sepsis Treatment and Diagnosis) Study Group. Blood Purification in Patients with Sepsis Associated with Acute Kidney Injury: A Narrative Review. J Clin Med 2023; 12:6388. [PMID: 37835031 PMCID: PMC10573845 DOI: 10.3390/jcm12196388] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2023] [Revised: 10/01/2023] [Accepted: 10/03/2023] [Indexed: 10/15/2023] Open
Abstract
Sepsis leads to organ dysfunction. Acute kidney injury, a common type of organ dysfunction, is associated with a high mortality rate in patients with sepsis. Kidney replacement therapy can correct the metabolic, electrolyte, and fluid imbalances caused by acute kidney injury. While this therapy can improve outcomes, evidence of its beneficial effects is lacking. Herein, we review the indications for blood purification therapy, including kidney replacement therapy, and the current knowledge regarding acute kidney injury in terms of renal and non-renal indications. While renal indications have been well-documented, indications for blood purification therapy in sepsis (non-renal indications) remain controversial. Excessive inflammation is an important factor in the development of sepsis; blood purification therapy has been shown to reduce inflammatory mediators and improve hemodynamic instability. Given the pathophysiology of sepsis, blood purification therapy may decrease mortality rates in these patients. Further trials are needed in order to establish the effectiveness of blood purification therapy for sepsis.
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Affiliation(s)
- Jun Kamei
- Department of Primary Care and Emergency Medicine, Graduate School of Medicine, Kyoto University, Kyoto 606-8501, Japan;
| | - Masafumi Kanamoto
- Department of Anesthesiology, Gunma Prefectural Cardiovascular Center, 3-12, Kameizumi, Gunma 371-0004, Japan;
| | - Yutaka Igarashi
- Department of Emergency and Critical Care Medicine, Nippon Medical School, Tokyo 1138603, Japan;
| | - Kodai Suzuki
- Department of Emergency and Disaster Medicine, Gifu University Graduate School of Medicine, Gifu 501-1194, Japan;
| | - Kensuke Fujita
- Department of Emergency Medicine and Critical Care Medicine, Saiseikai Utsunomiya Hospital, Tochigi 321-0974, Japan; (K.F.); (T.O.)
| | - Tsukasa Kuwana
- Division of Emergency and Critical Care Medicine, Department of Acute Medicine, Nihon University School of Medicine, Tokyo 173-8610, Japan;
| | - Takayuki Ogura
- Department of Emergency Medicine and Critical Care Medicine, Saiseikai Utsunomiya Hospital, Tochigi 321-0974, Japan; (K.F.); (T.O.)
| | - Katsunori Mochizuki
- Department of Emergency and Critical Care Medicine, Osaka Medical and Pharmaceutical University, Osaka 569-8686, Japan;
| | - Yuki Banshotani
- Tajima Emergency & Critical Care Medical Center, Toyooka Hospital, Hyogo 668-8501, Japan;
| | - Hiroyasu Ishikura
- Department of Emergency and Critical Care Medicine, Fukuoka University Hospital, Fukuoka 814-0180, Japan;
| | - Yoshihiko Nakamura
- Department of Emergency and Critical Care Medicine, Fukuoka University Hospital, Fukuoka 814-0180, Japan;
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Du J, Zhang D, Xie J, Wang L, Xie Y, Chen D, She X, Hong J, Wang R. Association between input/weight ratio and acute kidney injury in obese critical ill patients: a propensity analysis of multicenter clinical databases. Intern Emerg Med 2023; 18:2053-2061. [PMID: 37227680 DOI: 10.1007/s11739-023-03311-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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Accepted: 04/29/2023] [Indexed: 05/26/2023]
Abstract
Rehydration volume may be underestimated in obese critically ill patients, which can lead to acute kidney injury (AKI). This study aimed to investigate the association between input/weight ratio (IWR) and AKI risk in obese critical patients. This retrospective observational study analyzed data from three large open databases. Patients were divided into lean and obese groups and matched 1:1 based on age, sex, APACHE II score, SOFA score, sepsis status, mechanical ventilation status, renal replacement therapy status, and hospital type. The exposure of interest was the mean IWR during the first three ICU admission days. The primary outcome was the incidence of AKI within 28 days after ICU admission. Cox regression analysis was used to evaluate the association between IWR and AKI risk. A total of 82,031 eligible patients were included in the study, with 25,427 obese patients matched with 25,427 lean patients. The IWRs were significantly lower in the obese groups in both the unmatched cohort (35.85 ± 19.05 vs. 46.01 ± 30.43 ml/kg, p < 0.01) and the matched cohort (36.13 ± 19.16 vs. 47.34 ± 31.13 ml/kg, p < 0.01). An increase in IWR was significantly associated with decreased creatinine levels, increased urine output and a lower AKI risk. The interaction terms of IWR and obesity were significantly associated with decreased AKI incidence in both the unmatched cohort (hazard ratio [HR] = 0.97, 95% CI 0.96-0.97, p < 0.01) and the matched cohort (HR = 0.97, 95% CI 0.96-0.97, p < 0.01). Inadequate rehydration of patients with obesity may contribute to an increased risk of AKI in patients with obesity. These results highlight the need for better rehydration management in patients with obesity.
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Affiliation(s)
- Jiang Du
- Emergency & Critical Care Department, Shanghai General Hospital of Shanghai Jiaotong University School of Medicine, 650 Xin Songjiang Rd, Shanghai, China.
- Emergency & Critical Care Department, Shanghai General Hospital Jiading Branch of Shanghai Jiaotong University School of Medicine, 800 Huangjiahuayuan RD, 650 Xin Songjiang Rd, Shanghai, China.
| | - Dan Zhang
- Emergency & Critical Care Department, Shanghai General Hospital of Shanghai Jiaotong University School of Medicine, 650 Xin Songjiang Rd, Shanghai, China
- Emergency & Critical Care Department, Shanghai General Hospital Jiading Branch of Shanghai Jiaotong University School of Medicine, 800 Huangjiahuayuan RD, 650 Xin Songjiang Rd, Shanghai, China
| | - Jie Xie
- Emergency & Critical Care Department, Shanghai General Hospital Jiading Branch of Shanghai Jiaotong University School of Medicine, 800 Huangjiahuayuan RD, 650 Xin Songjiang Rd, Shanghai, China
| | - Liu Wang
- Emergency & Critical Care Department, Shanghai General Hospital of Shanghai Jiaotong University School of Medicine, 650 Xin Songjiang Rd, Shanghai, China
| | - Yun Xie
- Emergency & Critical Care Department, Shanghai General Hospital of Shanghai Jiaotong University School of Medicine, 650 Xin Songjiang Rd, Shanghai, China
| | - Daonan Chen
- Emergency & Critical Care Department, Shanghai General Hospital of Shanghai Jiaotong University School of Medicine, 650 Xin Songjiang Rd, Shanghai, China
| | - Xiaoyin She
- Emergency & Critical Care Department, Shanghai General Hospital Jiading Branch of Shanghai Jiaotong University School of Medicine, 800 Huangjiahuayuan RD, 650 Xin Songjiang Rd, Shanghai, China.
| | - Jiang Hong
- Emergency & Critical Care Department, Shanghai General Hospital of Shanghai Jiaotong University School of Medicine, 650 Xin Songjiang Rd, Shanghai, China.
| | - Ruilan Wang
- Emergency & Critical Care Department, Shanghai General Hospital of Shanghai Jiaotong University School of Medicine, 650 Xin Songjiang Rd, Shanghai, China
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50
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Zhu Y, Wang L, Liu R, Ding X, Yin S, Chen Y, Zhu C, Wang Z, Li W. Inhibition of PRMT1 alleviates sepsis-induced acute kidney injury in mice by blocking the TGF-β1 and IL-6 trans-signaling pathways. FEBS Open Bio 2023; 13:1859-1873. [PMID: 37525933 PMCID: PMC10549220 DOI: 10.1002/2211-5463.13684] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Revised: 06/28/2023] [Accepted: 07/31/2023] [Indexed: 08/02/2023] Open
Abstract
Sepsis-induced acute kidney injury (SI-AKI) causes renal dysfunction and has a high mortality rate. Protein arginine methyltransferase-1 (PRMT1) is a key regulator of renal insufficiency. In the present study, we explored the potential involvement of PRMT1 in SI-AKI. A murine model of SI-AKI was induced by cecal ligation and perforation. The expression and localization of PRMT1 and molecules involved in the transforming growth factor (TGF)-β1/Smad3 and interleukin (IL)-6/signal transducer and activator of transcription 3 (STAT3) signaling pathways were detected in mouse kidney tissues by western blot analysis, immunofluorescence, and immunohistochemistry. The association of PRMT1 with downstream molecules of the TGF-β1/Smad3 and IL-6/STAT3 signaling pathways was further verified in vitro in mouse renal tubular epithelial cells. Cecal ligation and perforation caused epithelial-mesenchymal transition, apoptosis, and inflammation in renal tissues, and this was alleviated by inhibition of PRMT1. Inhibition of PRMT1 in SI-AKI mice decreased the expression of TGF-β1 and phosphorylation of Smad3 in the renal cortex, and downregulated the expression of soluble IL-6R and phosphorylation of STAT3 in the medulla. Knockdown of PRMT1 in mouse renal tubular epithelial cells restricted the expression of Cox-2, E-cadherin, Pro-caspase3, and phosphorylated Smad3 (involved in the TGF-β1-mediated signaling pathway), and also blocked IL-6/soluble IL-6R, inducing the expression of Cox-2 and phosphorylated-STAT3. In conclusion, our findings suggest that inhibition of PRMT1 mitigates SI-AKI by inactivating the TGF-β1/Smad3 pathway in the cortex and the IL-6/STAT3 pathway in the medulla. Our findings may aid in the identification of potential therapeutic target molecules for SI-AKI.
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Affiliation(s)
- Yu Zhu
- Nephrology Department, Shenzhen HospitalUniversity of Chinese Academy of Sciences (Guangming)ShenzhenChina
| | - Longmei Wang
- Department of Infectious DiseasesEnze Medical CenterLinhaiChina
| | - Rui Liu
- Department of Infectious and Tropical DiseasesThe Second Affiliated Hospital of Hainan Medical UniversityHaikouChina
- National Health Commission Key Laboratory of Tropical Disease ControlHainan Medical UniversityHaikouChina
| | | | - Song Yin
- Division of Life Sciences and Medicine, Department of Infectious Disease, The First Affiliated Hospital of USTCUniversity of Science and Technology of ChinaHefeiChina
- Wannan Medical CollegeWuhuChina
| | - Yuankun Chen
- Department of Infectious and Tropical DiseasesThe Second Affiliated Hospital of Hainan Medical UniversityHaikouChina
- National Health Commission Key Laboratory of Tropical Disease ControlHainan Medical UniversityHaikouChina
| | - Chuanlong Zhu
- Department of Infectious and Tropical DiseasesThe Second Affiliated Hospital of Hainan Medical UniversityHaikouChina
- Department of Infectious DiseaseThe First Affiliated Hospital of Nanjing Medical UniversityChina
| | - Zheng Wang
- Department of Respiratory and Critical MedicinePeople's Hospital of Zhengzhou UniversityChina
| | - Wenting Li
- Department of Infectious and Tropical DiseasesThe Second Affiliated Hospital of Hainan Medical UniversityHaikouChina
- National Health Commission Key Laboratory of Tropical Disease ControlHainan Medical UniversityHaikouChina
- Department of Infectious DiseaseThe First Affiliated Hospital of Anhui Medical UniversityHefeiChina
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