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Shi K, Jiang W, Song L, Li X, Zhang C, Li L, Feng Y, Yang J, Wang T, Wang H, Zhou L, Yu J, Zheng R. Persistent acute kidney injury biomarkers: A systematic review and meta-analysis. Clin Chim Acta 2025; 564:119907. [PMID: 39127297 DOI: 10.1016/j.cca.2024.119907] [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: 06/08/2024] [Revised: 08/06/2024] [Accepted: 08/07/2024] [Indexed: 08/12/2024]
Abstract
BACKGROUND Various biomarkers reportedly predict persistent acute kidney injury (AKI) despite their varying predictive performance across clinical trials. This study aims to compare the accuracy of various biomarkers in predicting persistent AKI in different populations and regions. METHODS In this meta-analysis, we searched for urinary C-C motif chemokine ligand 14 (CCL14), Tissue inhibitor of metalloproteinase-2&insulin-like growth factor-binding protein-7 (TIMP-2&IGFBP7), Neutrophil Gelatinase-Associated Lipocalin (NGAL), plasma Cystatin C (pCysC), Soluble urokinase plasminogen activator receptor (suPAR), Proenkephalin (PenK) and urinary dickkopf-3:urinary creatinine (uDKK3:uCr) from various databases including Medline, PubMed, Embase, and Cochrane. This was geared towards predicting persistent AKI in adults (>18 years). Hierarchically summarized subject work characteristic curves (HSROC) and diagnostic odds ratio (DOR) values were used to summarize the diagnostic accuracy of the biomarkers. Further, meta-regression and subgroup analyses were carried out to identify sources of heterogeneity as well as evaluate the best predictive biomarkers in different populations and regions. RESULTS We screened 31 studies from 2,356 studies and assessed the diagnostic value of 7 biomarkers for persistent AKI. Overall, CCL14 had the best diagnostic efficacy with an AUC of 0.79 (95 % CI 0.75-0.82), whereas TIMP-2 & IGFBP7, NGAL, and pCysC had diagnostic efficacy of 0.75 (95 % CI 0.71-0.79),0.71 (95 % CI 0.67-0.75), and 0.7007, respectively. Due to a limited number of studies, PenK, uDKK3:uCr, and suPAR were not subjected to meta-analysis; however, relevant literature reported diagnostic efficacy above 0.70. Subgroup analyses based on population, region, biomarker detection time, AKI onset time, and AKI duration revealed that in the intensive care unit (ICU) population, the AUC of CCL14 was 0.8070, the AUC of TIMP-2 & IGFBP7 was 0.726, the AUC of pCysC was 0.72, and the AUC of NGAL was 0.7344; in the sepsis population, the AUC of CCL14 was 0.85, the AUC of TIMP-2&IGFBP7 was 0.7438, and the AUC of NGAL was 0.544; in the post-operative population, the AUC of CCL14 was 0.83-0.93, the AUC of TIMP-2&IGFBP7 was 0.71, and the AUC of pCysC was 0.683. Regional differences were observed in biomarker prediction of persistent kidney injury, with AUCs of 0.8558 for CCL14, 0.7563 for TIMP-2 & IGFBP7, and 0.7116 for NGAL in the Eurasian American population. In the sub-African population, TIMP-2 & IGFBP7 had AUCs of 0.7945, 0.7418 for CCL14, 0.7097 for NGAL, and 0.7007 for pCysC. for TIMP-2 & IGFBP7 was 0.7945, AUC for CCL14 was 0.7418, AUC for NGAL was 0.7097, and AUC for pCysC was 0.7007 in the sub-African population. Duration of biomarker detection, AKI onset, and AKI did not influence the optimal predictive performance of CCL14. Subgroup analysis and meta-regression of CCL14-related studies revealed that CCL14 is the most appropriate biomarker for predicting persistent stage 2-3 AKI, with heterogeneity stemming from sample size and AKI staging. CONCLUSION This meta-analysis discovered CCL14 as the best biomarker to predict persistent AKI, specifically persistent stage 2-3 AKI.
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Affiliation(s)
- Keran Shi
- Department of Critical Care Medicine, Northern Jiangsu People's Hospital Affiliated Yangzhou University, Yangzhou 225001, China
| | - Wei Jiang
- Department of Critical Care Medicine, Northern Jiangsu People's Hospital Affiliated Yangzhou University, Yangzhou 225001, China
| | - Lin Song
- Department of Critical Care Medicine, Northern Jiangsu People's Hospital Affiliated Yangzhou University, Yangzhou 225001, China
| | - Xianghui Li
- Department of Critical Care Medicine, Northern Jiangsu People's Hospital Affiliated Yangzhou University, Yangzhou 225001, China
| | - Chuanqing Zhang
- Department of Critical Care Medicine, Northern Jiangsu People's Hospital Affiliated Yangzhou University, Yangzhou 225001, China
| | - Luanluan Li
- Department of Critical Care Medicine, Northern Jiangsu People's Hospital Affiliated Yangzhou University, Yangzhou 225001, China
| | - Yunfan Feng
- Department of Critical Care Medicine, Northern Jiangsu People's Hospital Affiliated Yangzhou University, Yangzhou 225001, China
| | - Jiayan Yang
- Department of Critical Care Medicine, Northern Jiangsu People's Hospital Affiliated Yangzhou University, Yangzhou 225001, China
| | - Tianwei Wang
- Department of Critical Care Medicine, Northern Jiangsu People's Hospital Affiliated Yangzhou University, Yangzhou 225001, China
| | - Haoran Wang
- Department of Critical Care Medicine, Northern Jiangsu People's Hospital Affiliated Yangzhou University, Yangzhou 225001, China
| | - Lulu Zhou
- Department of Critical Care Medicine, Northern Jiangsu People's Hospital Affiliated Yangzhou University, Yangzhou 225001, China
| | - Jiangquan Yu
- Department of Critical Care Medicine, Northern Jiangsu People's Hospital Affiliated Yangzhou University, Yangzhou 225001, China
| | - Ruiqiang Zheng
- Department of Critical Care Medicine, Northern Jiangsu People's Hospital Affiliated Yangzhou University, Yangzhou 225001, China.
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Wu D, Li H, Wang L, Hu Y, Huang H, Li J, Yang Y, Wu X, Ye X, Mao R, Li J, Shi X, Xie C, Yang C. Echinocystic acid inhibits sepsis-associated renal inflammation and apoptosis by targeting protein tyrosine phosphatase 1B. Int Immunopharmacol 2024; 142:113076. [PMID: 39298825 DOI: 10.1016/j.intimp.2024.113076] [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: 05/14/2024] [Revised: 08/24/2024] [Accepted: 09/01/2024] [Indexed: 09/22/2024]
Abstract
Thefruits of Gleditsia sinensis Lam. have been utilized to treat inflammatory diseases in China. Echinocystic acid (EA), one pentacyclic triterpenoid isolated from thefruits of G. sinensis, exhibits an anti-inflammatory effect. However, its anti-sepsis activity and mechanism of action, especially the protective effect against sepsis-associated acute kidney injury (SA-AKI), are not investigated yet. This study is to explore the efficacy and potential mechanism of EA on SA-AKI. EA elevated the function of multiple organs and effectively reduced the increased inflammation and apoptosis of kidney tissue and HK-2 cells. DARTS, CETSA, and molecular docking experiments revealed that EA could directly bind to protein tyrosine phosphatase 1B (PTP1B), a widespread prototype non-receptor tyrosine phosphatase. Collectively, EA can alleviate murine SA-AKI though restraining inflammation and apoptosis and may be a potential natural drug for remedying SA-AKI.
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Affiliation(s)
- Dan Wu
- State Key Laboratory of Medicinal Chemical Biology, College of Pharmacy and Tianjin Key Laboratory of Molecular Drug Research, Nankai University, Haihe Education Park, 38 Tongyan Road, Tianjin 300353, China
| | - Hailong Li
- State Key Laboratory of Medicinal Chemical Biology, College of Pharmacy and Tianjin Key Laboratory of Molecular Drug Research, Nankai University, Haihe Education Park, 38 Tongyan Road, Tianjin 300353, China
| | - Lin Wang
- State Key Laboratory of Medicinal Chemical Biology, College of Pharmacy and Tianjin Key Laboratory of Molecular Drug Research, Nankai University, Haihe Education Park, 38 Tongyan Road, Tianjin 300353, China
| | - Yayue Hu
- State Key Laboratory of Medicinal Chemical Biology, College of Pharmacy and Tianjin Key Laboratory of Molecular Drug Research, Nankai University, Haihe Education Park, 38 Tongyan Road, Tianjin 300353, China; Tianjin International Joint Academy of Biomedicine, Tianjin 300457, China
| | - Hong Huang
- State Key Laboratory of Medicinal Chemical Biology, College of Pharmacy and Tianjin Key Laboratory of Molecular Drug Research, Nankai University, Haihe Education Park, 38 Tongyan Road, Tianjin 300353, China; Tianjin International Joint Academy of Biomedicine, Tianjin 300457, China
| | - Jinhe Li
- State Key Laboratory of Medicinal Chemical Biology, College of Pharmacy and Tianjin Key Laboratory of Molecular Drug Research, Nankai University, Haihe Education Park, 38 Tongyan Road, Tianjin 300353, China; Tianjin International Joint Academy of Biomedicine, Tianjin 300457, China
| | - Ying Yang
- State Key Laboratory of Medicinal Chemical Biology, College of Pharmacy and Tianjin Key Laboratory of Molecular Drug Research, Nankai University, Haihe Education Park, 38 Tongyan Road, Tianjin 300353, China
| | - Xi Wu
- State Key Laboratory of Medicinal Chemical Biology, College of Pharmacy and Tianjin Key Laboratory of Molecular Drug Research, Nankai University, Haihe Education Park, 38 Tongyan Road, Tianjin 300353, China; Tianjin International Joint Academy of Biomedicine, Tianjin 300457, China
| | - Xiaoman Ye
- State Key Laboratory of Medicinal Chemical Biology, College of Pharmacy and Tianjin Key Laboratory of Molecular Drug Research, Nankai University, Haihe Education Park, 38 Tongyan Road, Tianjin 300353, China
| | - Ruiqi Mao
- State Key Laboratory of Medicinal Chemical Biology, College of Pharmacy and Tianjin Key Laboratory of Molecular Drug Research, Nankai University, Haihe Education Park, 38 Tongyan Road, Tianjin 300353, China; Tianjin International Joint Academy of Biomedicine, Tianjin 300457, China
| | - Jiahang Li
- State Key Laboratory of Medicinal Chemical Biology, College of Pharmacy and Tianjin Key Laboratory of Molecular Drug Research, Nankai University, Haihe Education Park, 38 Tongyan Road, Tianjin 300353, China; Tianjin International Joint Academy of Biomedicine, Tianjin 300457, China
| | - Xue Shi
- State Key Laboratory of Medicinal Chemical Biology, College of Pharmacy and Tianjin Key Laboratory of Molecular Drug Research, Nankai University, Haihe Education Park, 38 Tongyan Road, Tianjin 300353, China
| | - Chunfeng Xie
- State Key Laboratory of Medicinal Chemical Biology, College of Pharmacy and Tianjin Key Laboratory of Molecular Drug Research, Nankai University, Haihe Education Park, 38 Tongyan Road, Tianjin 300353, China.
| | - Cheng Yang
- State Key Laboratory of Medicinal Chemical Biology, College of Pharmacy and Tianjin Key Laboratory of Molecular Drug Research, Nankai University, Haihe Education Park, 38 Tongyan Road, Tianjin 300353, China.
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Yang S, Ye Z, Chen W, Wang P, Zhao S, Zhou X, Li W, Cheng F. BMAL1 alleviates sepsis-induced AKI by inhibiting ferroptosis. Int Immunopharmacol 2024; 142:113159. [PMID: 39303541 DOI: 10.1016/j.intimp.2024.113159] [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: 07/01/2024] [Revised: 09/08/2024] [Accepted: 09/10/2024] [Indexed: 09/22/2024]
Abstract
BACKGROUND The role of BMAL1 in various diseases remains unclear, particularly its impact on sepsis-induced acute kidney injury (AKI). This study aims to investigate the role of BMAL1 in sepsis-induced AKI and its potential effects on cell ferroptosis. Initially, we assessed BMAL1 expression levels in mice treated with sepsis-induced AKI (via LPS injection) and in LPS-stimulated renal tubular epithelial cells. Subsequently, we explored the correlation between BMAL1 and ferroptosis using sequencing technology, validating our findings throughout experimental approaches. To further elucidate BMAL1's specific effects on AKI-related ferroptosis, we constructed BMAL1 overexpression models in mice and cells, analysing its impact on AKI and ferroptosis both in vivo and in vitro. Furthermore, using transcriptome sequencing technology, we identified key BMAL1-regulated genes and their associated biological pathways, validating these findings through in vivo and in vitro experiments. RESULTS Our findings indicate decreased BMAL1 expression in sepsis-induced AKI. BMAL1 overexpression effectively mitigated renal tubular injury by reducing ferroptosis levels in renal tubular epithelial cells. Using transcriptome sequencing and ChIP-qPCR technology, we identified YAP as a target of BMAL1. The overexpression of BMAL1 significantly reduced the transcriptional activity of YAP and inhibited the Hippo signalling pathway. Treatment with the Hippo inhibitor Verteporfin (VP) reversed the BMAL1-downregulation-induced damage. Additionally, our study revealed that YAP positively regulates ACSL4 gene expression and its downstream signalling pathways. CONCLUSION This study demonstrates that BMAL1 overexpression alleviates renal tubular epithelial cell injury and ferroptosis by inhibiting YAP expression and the Hippo pathway, thereby exerting protective effects in sepsis-induced AKI. These findings underscore the therapeutic potential of targeting BMAL1 in managing sepsis-induced AKI.
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Affiliation(s)
- Songyuan Yang
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan 430060, China
| | - Zehua Ye
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan 430060, China
| | - Wu Chen
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan 430060, China
| | - Peihan Wang
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan 430060, China
| | - Shen Zhao
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan 430060, China
| | - Xiangjun Zhou
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan 430060, China
| | - Wei Li
- Department of Anesthesiology, Renmin Hospital of Wuhan University, Wuhan 430060, China
| | - Fan Cheng
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan 430060, China.
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Wang J, Chen J, Li Z, Liu Z. The negative feedback loop of NF-κB/miR-202-5p/HMGB2 attenuates sepsis induced acute kidney injury. Int Immunopharmacol 2024; 142:113050. [PMID: 39226829 DOI: 10.1016/j.intimp.2024.113050] [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: 07/12/2024] [Revised: 08/25/2024] [Accepted: 08/29/2024] [Indexed: 09/05/2024]
Abstract
Sepsis represents a primary cause of acute kidney injury (AKI), yet the underlying mechanisms of septic AKI remain poorly understood. Thus, there exists an urgent need for a deeper understanding of its underlying mechanisms and the development of effective therapeutic strategies. Our study reveals a notable induction in microRNA-202-5p (miR-202-5p) levels within renal tubular cells in septic AKI both in vivo and in vitro models. Treatment of renal tubular cells with LPS induced NF-κB activation, which was linked to the induction of miR-202-5p. ChIP assays confirmed NF-κB binding to the miR-202-5p gene promoter upon LPS stimulation. Functionally, miR-202-5p mimics attenuated tubular cell death, kidney injury, and intra-renal inflammatory cytokine production, whereas inhibition of miR-202-5p conferred injurious effects in septic AKI. Notably, miR-202-5p suppressed the expression of High Mobility Group Box 2 (HMGB2) in both in vitro and in vivo septic AKI models. Luciferase microRNA target assays further validated HMGB2 as a direct target of miR-202-5p. Knockdown of HMGB2 inhibits LPS-induced NF-κB activation in septic AKI, as evidenced by HMGB2 siRNA transfection significantly inhibited the nuclear translocation of NF-κB. Together, these findings elucidate the NF-κB/miR-202-5p/HMGB2 negative feedback loop which can attenuate kidney injury by inhibiting renal inflammation in septic AKI. Our findings open new avenues for developing targeted therapies to manage septic AKI effectively.
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Affiliation(s)
- Juan Wang
- Department of Thoracic Surgery, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Jian Chen
- qi ting jie dao she qu wei sheng fu wu zhong xin, Yixing, Jiangsu, China
| | - Zheng Li
- Department of Nephrology, The Second Xiangya Hospital at Central South University, Hunan Key Laboratory of Kidney Disease and Blood Purification, Changsha, Hunan, China.
| | - Zhiwen Liu
- Department of Nephrology, The Second Xiangya Hospital at Central South University, Hunan Key Laboratory of Kidney Disease and Blood Purification, Changsha, Hunan, China.
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5
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Alhilal M, Erol HS, Yildirim S, Cakir A, Koc M, Alhilal S, Dereli E, Alkanoglu O, Ay V, Can I, Halici MB. Medicinal evaluation and molecular docking study of osajin as an anti-inflammatory, antioxidant, and antiapoptotic agent against sepsis-associated acute kidney injury in rats. Ren Fail 2024; 46:2379008. [PMID: 39034431 PMCID: PMC11262233 DOI: 10.1080/0886022x.2024.2379008] [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: 03/20/2024] [Accepted: 07/07/2024] [Indexed: 07/23/2024] Open
Abstract
Despite efforts to find effective drugs for sepsis-associated acute kidney injury (SA-AKI), mortality rates in patients with SA-AKI have not decreased. Our study evaluated the protective effects of isoflavone osajin (OSJ) on SA-AKI in rats by targeting inflammation, oxidative stress, and apoptosis, which represent the cornerstones in the pathophysiological mechanism of SA-AKI. Polymicrobial sepsis was induced in rats via the cecal ligation and puncture (CLP) technique. Markers of oxidative stress were evaluated in kidney tissues using biochemical methods. The expression of interleukin-33 (IL-33), 8-hydroxydeoxyguanosine (8-OHdG), caspase-3, and kidney injury molecule-1 (KIM-1) was evaluated as indicators of inflammation, DNA damage, apoptosis, and SA-AKI respectively in the kidney tissues using immunohistochemical and immunofluorescent detection methods. The CLP technique significantly (p < 0.001) increased lipid peroxidation (LPO) levels and significantly (p < 0.001) decreased the activities of superoxide dismutase and catalase in kidney tissues. In the renal tissues, strong expression of IL-33, 8-OHdG, caspase-3, and KIM-1 was observed with severe degeneration and necrosis in the tubular epithelium and intense interstitial nephritis. In contrast, the administration of OSJ significantly (p < 0.001) reduced the level of LPO, markedly improved biomarkers of antioxidant status, decreased the levels of serum creatinine and urea, lowered the expression of IL-33, 8-OHdG, caspase-3, and KIM-1 and alleviated changes in renal histopathology. A promising binding score was found via a molecular docking investigation of the OSJ-binding mode with mouse IL-33 (PDB Code: 5VI4). Therefore, OSJ protects against SA-AKI by suppressing the IL-33/LPO/8-OHdG/caspase-3 pathway and improving the antioxidant system.
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Affiliation(s)
- Mohammad Alhilal
- Department of Nursing, Faculty of Health Sciences, Mardin Artuklu University, Mardin, Turkey
| | - Huseyin Serkan Erol
- Department of Biochemistry, Faculty of Veterinary Medicine, Kastamonu University, Kastamonu, Turkey
| | - Serkan Yildirim
- Department of Pathology, Faculty of Veterinary Medicine, Ataturk University, Erzurum, Turkey
| | - Ahmet Cakir
- Department of Chemistry, Faculty of Science, Kilis 7 Aralık University, Kilis, Turkey
| | - Murat Koc
- Department of Tradational, Complementary and Integrative Medicine, Public Health Institute, Ankara Yildirim Beyazit University, Ankara, Turkey
| | - Suzan Alhilal
- Department of Medical Services and Techniques, Vocational School of Health Services, Mardin Artuklu University, Mardin, Turkey
| | - Esra Dereli
- Department of Pathology, Faculty of Veterinary Medicine, Ataturk University, Erzurum, Turkey
| | - Omer Alkanoglu
- Department of Biochemistry, Faculty of Veterinary Medicine, Ataturk University, Erzurum, Turkey
| | - Volkan Ay
- Department of Biochemistry, Faculty of Veterinary Medicine, Ataturk University, Erzurum, Turkey
| | - Ismail Can
- Department of Histology-Embryology, Faculty of Medicine, Kafkas University, Kars, Turkey
- HALICI Life Care LLC. Atatruk University, ATA-TECHNOCITY, Erzurum, Turkiye
| | - Mesut Bunyami Halici
- Department of Biochemistry, Faculty of Veterinary Medicine, Ataturk University, Erzurum, Turkey
- HALICI Life Care LLC. Atatruk University, ATA-TECHNOCITY, Erzurum, Turkiye
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Su QY, Chen WJ, Zheng YJ, Shi W, Gong FC, Huang SW, Yang ZT, Qu HP, Mao EQ, Wang RL, Zhu DM, Zhao G, Chen W, Wang S, Wang Q, Zhu CQ, Yuan G, Chen EZ, Chen Y. Development and external validation of a nomogram for the early prediction of acute kidney injury in septic patients: a multicenter retrospective clinical study. Ren Fail 2024; 46:2310081. [PMID: 38321925 PMCID: PMC10851832 DOI: 10.1080/0886022x.2024.2310081] [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: 10/24/2023] [Accepted: 01/21/2024] [Indexed: 02/08/2024] Open
Abstract
Background and purpose: Acute kidney injury (AKI) is a common serious complication in sepsis patients with a high mortality rate. This study aimed to develop and validate a predictive model for sepsis associated acute kidney injury (SA-AKI). Methods: In our study, we retrospectively constructed a development cohort comprising 733 septic patients admitted to eight Grade-A tertiary hospitals in Shanghai from January 2021 to October 2022. Additionally, we established an external validation cohort consisting of 336 septic patients admitted to our hospital from January 2017 to December 2019. Risk predictors were selected by LASSO regression, and a corresponding nomogram was constructed. We evaluated the model's discrimination, precision and clinical benefit through receiver operating characteristic (ROC) curves, calibration plots, decision curve analysis (DCA) and clinical impact curves (CIC) in both internal and external validation. Results: AKI incidence was 53.2% in the development cohort and 48.2% in the external validation cohort. The model included five independent indicators: chronic kidney disease stages 1 to 3, blood urea nitrogen, procalcitonin, D-dimer and creatine kinase isoenzyme. The AUC of the model in the development and validation cohorts was 0.914 (95% CI, 0.894-0.934) and 0.923 (95% CI, 0.895-0.952), respectively. The calibration plot, DCA, and CIC demonstrated the model's favorable clinical applicability. Conclusion: We developed and validated a robust nomogram model, which might identify patients at risk of SA-AKI and promising for clinical applications.
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Affiliation(s)
- Qin-Yue Su
- Department of Emergency Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Wen-Jie Chen
- Department of Emergency Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yan-Jun Zheng
- Department of Emergency Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Wen Shi
- Department of Emergency Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Fang-Chen Gong
- Department of Emergency Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Shun-Wei Huang
- Department of Emergency Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Zhi-tao Yang
- Department of Emergency Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Hong-Ping Qu
- Department of Critical Care Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - En-Qiang Mao
- Department of Emergency Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Rui-Lan Wang
- Department of Emergency Medicine, Shanghai First People’s Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Du-Ming Zhu
- Department of Critical Care Medicine, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Gang Zhao
- Department of Emergency Medicine, Shanghai Sixth People’s Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Wei Chen
- Department of Critical Care Medicine, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Sheng Wang
- Department of Critical Care Medicine, Shanghai Tenth People’s Hospital, Tongji University School of Medicine, Shanghai, China
| | - Qian Wang
- Department of Emergency Medicine, Shuguang Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Chang-Qing Zhu
- Department of Emergency Medicine, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Gao Yuan
- Department of Critical Care Medicine, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Er-Zhen Chen
- Department of Emergency Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Ying Chen
- Department of Emergency Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
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Wei W, Liu C, Song G, Yang L, Li J, Wang B, Yin T, Yang Y, Ma L, Zhang L, Fu P, Zhao Y. Prognostic value of neutrophil-to-lymphocyte ratio dynamics in patients with septic acute kidney injury: a cohort study. Ren Fail 2024; 46:2343818. [PMID: 38637281 PMCID: PMC11028010 DOI: 10.1080/0886022x.2024.2343818] [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: 10/05/2023] [Accepted: 04/11/2024] [Indexed: 04/20/2024] Open
Abstract
BACKGROUND Neutrophil-to-lymphocyte ratio (NLR) has been suggested to be a prognostic marker for various diseases, but whether NLR dynamics (ΔNLR) is related to mortality and disease severity in patients with septic acute kidney injury (AKI) has not been determined. METHODS Between August 2013 and August 2021, septic AKI patients at our center were retrospectively enrolled. ΔNLR was defined as the difference between the NLR at septic AKI diagnosis and at hospital admission. The relationship between the ΔNLR and mortality was evaluated by Kaplan-Meier curves, Cox proportional hazards, and cubic spline analyses. The prediction values were compared by area under the receiver-operating characteristic curve (AUROC), net reclassification improvement (NRI), and integrated discrimination improvement (IDI) analyses. RESULTS Of the 413 participants, the mean age was 63 ± 17 years, and 134 were female (32.4%). According to the median value, patients in the high-ΔNLR group had significantly greater 90-d mortality (74.4% vs. 46.6%, p < 0.001). After adjustment for potential confounders, high ΔNLR remained an independent predictor of 90-d mortality (HR = 2.80; 95% CI = 1.74-4.49, p < 0.001). Furthermore, ΔNLR had the highest AUROC for 90-d mortality (0.685) among the various biomarkers and exhibited an improved NRI (0.314) and IDI (0.027) when incorporated with PCT and CRP. For secondary outcomes, patients with high ΔNLR had increased risk of 30-d mortality (p = 0.004), need for renal replacement therapy (p = 0.011), and developing stage-3 AKI (p = 0.040) according to the adjusted models. CONCLUSIONS High ΔNLR is independently associated with increased risk of patient mortality and adverse outcomes. ΔNLR might be utilized to facilitate risk stratification and optimize septic AKI management.
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Affiliation(s)
- Wei Wei
- Division of Nephrology, West China Hospital, Sichuan University, Chengdu, PR China
- Kidney Research Institute, West China Hospital, Sichuan University, Chengdu, PR China
| | - Caihong Liu
- Division of Nephrology, West China Hospital, Sichuan University, Chengdu, PR China
- Kidney Research Institute, West China Hospital, Sichuan University, Chengdu, PR China
| | - Guojiao Song
- West China School of Medicine, Sichuan University, Chengdu, PR China
| | - Letian Yang
- Division of Nephrology, West China Hospital, Sichuan University, Chengdu, PR China
- Kidney Research Institute, West China Hospital, Sichuan University, Chengdu, PR China
| | - Jian Li
- Division of Nephrology, West China Hospital, Sichuan University, Chengdu, PR China
- Kidney Research Institute, West China Hospital, Sichuan University, Chengdu, PR China
| | - Bo Wang
- Division of Nephrology, West China Hospital, Sichuan University, Chengdu, PR China
- Kidney Research Institute, West China Hospital, Sichuan University, Chengdu, PR China
| | - Ting Yin
- Division of Nephrology, West China Hospital, Sichuan University, Chengdu, PR China
- Kidney Research Institute, West China Hospital, Sichuan University, Chengdu, PR China
| | - Yingying Yang
- Division of Nephrology, West China Hospital, Sichuan University, Chengdu, PR China
- Kidney Research Institute, West China Hospital, Sichuan University, Chengdu, PR China
| | - Liang Ma
- Division of Nephrology, West China Hospital, Sichuan University, Chengdu, PR China
- Kidney Research Institute, West China Hospital, Sichuan University, Chengdu, PR China
| | - Ling Zhang
- Division of Nephrology, West China Hospital, Sichuan University, Chengdu, PR China
- Kidney Research Institute, West China Hospital, Sichuan University, Chengdu, PR China
| | - Ping Fu
- Division of Nephrology, West China Hospital, Sichuan University, Chengdu, PR China
- Kidney Research Institute, West China Hospital, Sichuan University, Chengdu, PR China
| | - Yuliang Zhao
- Division of Nephrology, West China Hospital, Sichuan University, Chengdu, PR China
- Kidney Research Institute, West China Hospital, Sichuan University, Chengdu, PR China
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You R, Quan X, Xia P, Zhang C, Liu A, Liu H, Yang L, Zhu H, Chen L. A promising application of kidney-specific cell-free DNA methylation markers in real-time monitoring sepsis-induced acute kidney injury. Epigenetics 2024; 19:2408146. [PMID: 39370847 PMCID: PMC11459754 DOI: 10.1080/15592294.2024.2408146] [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: 03/27/2024] [Revised: 09/05/2024] [Accepted: 09/17/2024] [Indexed: 10/08/2024] Open
Abstract
Sepsis-induced acute kidney injury (SI-AKI) is a common clinical syndrome that is associated with high mortality and morbidity. Effective timely detection may improve the outcome of SI-AKI. Kidney-derived cell-free DNA (cfDNA) may provide new insight into understanding and identifying SI-AKI. Plasma cfDNA from 82 healthy individuals, 7 patients with sepsis non-acute kidney injury (SN-AKI), and 9 patients with SI-AKI was subjected to genomic methylation sequencing. We deconstructed the relative contribution of cfDNA from different cell types based on cell-specific methylation markers and focused on exploring the association between kidney-derived cfDNA and SI-AKI.Based on the deconvolution of the cfDNA methylome: SI-AKI patients displayed the elevated cfDNA concentrations with an increased contribution of kidney epithelial cells (kidney-Ep) DNA; kidney-Ep derived cfDNA achieved high accuracy in distinguishing SI-AKI from SN-AKI (AUC = 0.92, 95% CI 0.7801-1); the higher kidney-ep cfDNA concentrations tended to correlate with more advanced stages of SI-AKI; strikingly, SN-AKI patients with potential kidney damage unmet by SI-AKI criteria showed higher levels of kidney-Ep derived cfDNA than healthy individuals. The autonomous screening of kidney-Ep (n = 24) and kidney endothelial (kidney-Endo, n = 12) specific methylation markers indicated the unique identity of kidney-Ep/kidney-Endo compared with other cell types, and its targeted assessment reproduced the main findings of the deconvolution of the cfDNA methylome. Our study first demonstrates that kidney-Ep- and kidney-Endo-specific methylation markers can serve as a novel marker for SI-AKI emergence, supporting further exploration of the utility of kidney-specific cfDNA methylation markers in the study of SI-AKI.
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Affiliation(s)
- Ruilian You
- Department of Nephrology, State Key Laboratory of Complex Severe and Rare Diseases, Beijing, China
| | | | - Peng Xia
- Department of Nephrology, State Key Laboratory of Complex Severe and Rare Diseases, Beijing, China
| | - Chao Zhang
- Genomics Institute, GenePlus-Beijing, Beijing, China
| | - Anlei Liu
- Department of Emergency, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, China
| | - Hanshu Liu
- Department of Nephrology, State Key Laboratory of Complex Severe and Rare Diseases, Beijing, China
| | - Ling Yang
- Genomics Institute, GenePlus-Beijing, Beijing, China
| | - Huadong Zhu
- Department of Emergency, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, China
| | - Limeng Chen
- Department of Nephrology, State Key Laboratory of Complex Severe and Rare Diseases, Beijing, China
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9
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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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10
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Li J, Zhu M, Yan L. Predictive models of sepsis-associated acute kidney injury based on machine learning: a scoping review. Ren Fail 2024; 46:2380748. [PMID: 39082758 PMCID: PMC11293267 DOI: 10.1080/0886022x.2024.2380748] [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: 03/30/2024] [Revised: 06/27/2024] [Accepted: 07/11/2024] [Indexed: 08/03/2024] Open
Abstract
BACKGROUND With the development of artificial intelligence, the application of machine learning to develop predictive models for sepsis-associated acute kidney injury has made potential breakthroughs in early identification, grading, diagnosis, and prognosis determination. METHODS Here, we conducted a systematic search of the PubMed, Cochrane Library, Embase (Ovid), Web of Science, and Scopus databases on April 28, 2023, and screened relevant literature. Then, we comprehensively extracted relevant data related to machine learning algorithms, predictors, and predicted objectives. We subsequently performed a critical evaluation of research quality, data aggregation, and analyses. RESULTS We screened 25 studies on predictive models for sepsis-associated acute kidney injury from a total of originally identified 2898 studies. The most commonly used machine learning algorithm is traditional logistic regression, followed by eXtreme gradient boosting. We categorized these predictive models into early identification models (60%), prognostic prediction models (32%), and subtype identification models (8%) according to their predictive purpose. The five most commonly used predictors were serum creatinine levels, lactate levels, age, blood urea nitrogen concentration, and diabetes mellitus. In addition, a single data source, insufficient assessment of clinical utility, lack of model bias assessment, and hyperparameter adjustment may be the main reasons for the low quality of the current research. CONCLUSIONS However, studies on the nondeath prognostic outcomes, the long-term clinical outcomes, and the subtype identification models are insufficient. Additionally, the poor quality of the research and the insufficient practicality of the model are problems that need to be addressed urgently.
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Affiliation(s)
- Jie Li
- Department of Critical Care Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Department of Emergency, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Manli Zhu
- Department of Critical Care Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Department of Emergency, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Li Yan
- Department of Critical Care Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Department of Emergency, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
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11
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Atak M, Yigit E, Huner Yigit M, Topal Suzan Z, Yilmaz Kutlu E, Karabulut S. Synthetic and non-synthetic inhibition of ADAM10 and ADAM17 reduces inflammation and oxidative stress in LPS-induced acute kidney injury in male and female mice. Eur J Pharmacol 2024; 983:176964. [PMID: 39218341 DOI: 10.1016/j.ejphar.2024.176964] [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: 03/21/2024] [Revised: 07/30/2024] [Accepted: 08/28/2024] [Indexed: 09/04/2024]
Abstract
Acute kidney injury (AKI) is a severe medical condition that can lead to illness and death. A disintegrin and metalloprotease (ADAM) protein family is a potential treatment target for AKI due to its involvement in inflammation, growth, and differentiation. While ADAM10 and ADAM17 have been identified as significant contributors to inflammation, it is unclear whether they play a critical role in AKI. In this study, we induced AKI in male and female mice using lipopolysaccharide, a bacterial endotoxin that causes inflammation and oxidative stress. The role of kaempferol, which is found in many natural products and known to have antioxidant and anti-inflammatory activity in many pre-clinical studies, was investigated through ADAM10/17 enzymes in AKI. We also investigated the efficacy of a selective synthetic inhibitor named GW280264X for ADAM10/17 inhibition in AKI. Blood urea nitrogen and creatinine levels were measured in serum, while tumor necrosis factor-α, vascular adhesion molecule, interleukin (IL)-1β, glucose regulatory protein-78, IL-10, nuclear factor κ-B, thiobarbituric acid reactive substances, total thiol, ADAM10, and ADAM17 levels were measured in kidney tissue. We also evaluated kidney tissue histologically using hematoxylin and eosin, periodic acid-schiff, and caspase-3 staining. This research demonstrates that GW280264X and kaempferol reduces inflammation and oxidative stress, as evidenced by biochemical and histopathological results in AKI through ADAM10/17 inhibition. These findings suggest that inhibiting ADAM10/17 may be a promising therapeutic approach for treating acute kidney injury.
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Affiliation(s)
- Mehtap Atak
- Recep Tayyip Erdogan University, Faculty of Medicine, Department of Medical Biochemistry, Rize, Turkey.
| | - Ertugrul Yigit
- Karadeniz Technical University, Faculty of Medicine, Department of Medical Biochemistry, Trabzon, Turkey
| | - Merve Huner Yigit
- Recep Tayyip Erdogan University, Faculty of Medicine, Department of Medical Biochemistry, Rize, Turkey
| | - Zehra Topal Suzan
- Recep Tayyip Erdogan University, Faculty of Medicine, Department of Histology and Embryology, Rize, Turkey
| | - Eda Yilmaz Kutlu
- Recep Tayyip Erdogan University, Faculty of Medicine, Department of Medical Biochemistry, Rize, Turkey
| | - Soner Karabulut
- Karadeniz Technical University, Faculty of Medicine, Department of Medical Biology, Trabzon, Turkey
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12
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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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13
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Yuan L, Zhou Y, Wang R, Huang X, Tang R, Yan F. Unveiling the role of sTLR2: A novel biomarker for predicting septic-associated AKI. Cytokine 2024; 184:156798. [PMID: 39488192 DOI: 10.1016/j.cyto.2024.156798] [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: 09/08/2024] [Revised: 10/24/2024] [Accepted: 10/27/2024] [Indexed: 11/04/2024]
Abstract
BACKGROUND Acute kidney injury (AKI) is common in septic patients and strongly associated with adverse outcomes. The pathophysiology of AKI in septic patients remains elusive, and detection of patients at risk of AKI or at risk of progression to severe and persistent AKI is critical for timely and adequate support measures, including mitigating further renal damage. Therefore, identification of biomarkers associated with septic-associated AKI that contribute to improve septic AKI is an area of intensive research. METHODS A total of 116 consecutive patients with sepsis were categorized into two groups (AKI and non-AKI) based on the occurrence of AKI within 24 h of admission to the intensive care unit (ICU). Serum levels of soluble TLR2 (sTLR2), as well as biomarkers such as interleukin(IL)-6, IL-22, IL-10, creatinine, urea, procalcitonin, hypersensitive C-reactive protein (hs-CRP), and D-Dimer (D2), were measured within 24 h after ICU admission. Demographic and clinical characteristics including sequential organ failure assessment (SOFA) scores and acute physiology and chronic health evaluation II (APACHE II) scores were recorded. Logistic regression analysis was conducted to identify potential predictive biomarkers. Receiver operating characteristic (ROC) curve analysis was employed to determine the optimal model for predicting septic-associated AKI. RESULTS Patients in the AKI group exhibited significantly higher serum concentrations of IL-6, IL-10, sTLR2, creatinine, urea, hs-CRP, procalcitonin, D2 and lower serum albumin concentrations as well as higher APACHE II scores compared to those in the non-AKI group. Logistic regression analysis revealed that APACHE II scores, log10-transformed sTLR2 concentration, creatinine and D2 concentration were valuable predictors of AKI among septic patients. ROC curves demonstrated that log10-transformed sTLR2 concentration exhibited comparable predictive value to creatinine in determining the incidence of sepsis-associated AKI. The model with variables of APACHE II score, Log10-transformed serum TLR2 concentration, creatinine and D2 concentration yielded the greatest area under the curve of 0.863. CONCLUSION Elevated levels of sTLR2 in early-stage of septic patients may serve as a promising novel biomarker for predicting sepsis-associated AKI.
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Affiliation(s)
- Li Yuan
- Geriatric Diseases Institute of Chengdu, Department of Clinical Laboratory, Chengdu Fifth People's Hospital, Chengdu, Sichuan Province, China
| | - Yongshuang Zhou
- West China School of Medicine, West China Hospital Sichuan University, Chengdu, Sichuan Province, China
| | - Ruiyu Wang
- School of Medicine, University of Electronic Science and Technology of China, Chengdu, Sichuan Province, China; Department of Organ Transplantation, Sichuan Academy of Medical Sciences and Sichuan Provincial People's Hospital, Chengdu, Sichuan Province, China
| | - Xin Huang
- Geriatric Diseases Institute of Chengdu, Department of Clinical Laboratory, Chengdu Fifth People's Hospital, Chengdu, Sichuan Province, China
| | - Ruilin Tang
- Geriatric Diseases Institute of Chengdu, Department of Clinical Laboratory, Chengdu Fifth People's Hospital, Chengdu, Sichuan Province, China
| | - Fang Yan
- Geriatric Diseases Institute of Chengdu, Department of Geriatrics, Chengdu Fifth People's Hospital, Chengdu, Sichuan Province, China; Geriatric Diseases Institute of Chengdu, Department of Intensive Care Medicine, Chengdu Fifth People's Hospital, Chengdu, Sichuan Province, China; Center for Medicine Research and Translation, Chengdu Fifth People's Hospital, Chengdu, Sichuan Province, China.
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14
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Rodriguez I, Deep A. Phoenix criteria for sepsis: are these enough to guide a clinician? Eur J Pediatr 2024; 183:5033-5035. [PMID: 39256242 PMCID: PMC11473534 DOI: 10.1007/s00431-024-05767-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/30/2024] [Revised: 09/02/2024] [Accepted: 09/04/2024] [Indexed: 09/12/2024]
Abstract
Sepsis is the leading cause of mortality in children worldwide. There is a paucity of data on the criteria used to define sepsis and septic shock and predict mortality. Schlapbach et al. published Phoenix criteria to define sepsis in JAMA in 2024. Previously, paediatricians have used systemic inflammatory response syndrome (SIRS) criteria, but these criteria lack sensitivity and specificity. This group recommends that sepsis in children be identified by a Phoenix Sepsis Score of at least 2 points in children with suspected infection, which indicates potentially life-threatening dysfunction of the respiratory, cardiovascular, coagulation, and/or neurological systems. Though included in the 8-point criteria, important criteria like renal and liver are missing from the main criteria. We remain worried about the way these criteria got excluded from the main criteria. Therefore, in this brief report, whilst commending the authors for this stelar task, we highlight the main pitfalls in these criteria especially the renal, neurologic, and liver criteria. These criteria have been shown to be independently associated with outcomes, and we recommend that in the future iterations of the criteria, renal and liver criteria should be defined according to latest definitions and the task force consider utilizing latest criteria for each organ system involved within the formulated criteria. CONCLUSION In conclusion, Phoenix criteria are a step in the right direction to define life-threatening organ dysfunction in sepsis, but clinicians need to be mindful that diagnosis/treatment of less severe sepsis should not be delayed if these criteria are not met. Therefore, local early detection and management tools for sepsis should be followed. WHAT IS KNOWN • There has always been a quest for a definition for pediatric sepsis. There are limitations to the previous pediatric sepsis criteria which were published in 2005 by the International Pediatric Sepsis Consensus Conference (IPSCC). IPSCC defines sepsis as a suspected or confirmed infection in the presence of systemic inflammatory response syndrome (SIRS). These new Phoenix Pediatric Sepsis (PPS) criteria for sepsis and septic shock are intended to identify children with life-threatening organ dysfunction due to infection, and the score was developed based on a very large pediatric dataset. WHAT IS NEW • Though the intention of Phoenix criteria is to help identify children with life threatening organ dysfunction, unfortunately the crietria will miss signs of early sepis. In this manuscript, we point out some of the drawbacks of these criteria which need to be borne in mind while applying these criteria.
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Affiliation(s)
- Isadora Rodriguez
- Paediatric Intensive Care Unit, King's College Hospital NHS Foundation Trust, Denmark Hill, London, UK
| | - Akash Deep
- Paediatric Intensive Care Unit, King's College Hospital NHS Foundation Trust, Denmark Hill, London, UK.
- Department of Women and Children's Health, School of Life Course Sciences, King's College London, London, UK.
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15
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Stanski NL, Zhang B, Cvijanovich NZ, Fitzgerald JC, Bigham MT, Jain PN, Schwarz AJ, Lutfi R, Allen GL, Thomas NJ, Baines T, Haileselassie B, Weiss SL, Atreya MR, Lautz AJ, Zingarelli B, Standage SW, Kaplan J, Goldstein SL. Diagnostic Validation of the Updated Pediatric Sepsis Biomarker Risk II for Acute Kidney Injury Prediction Model in Pediatric Septic Shock. Pediatr Crit Care Med 2024; 25:1005-1016. [PMID: 39115853 DOI: 10.1097/pcc.0000000000003589] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/05/2024]
Abstract
OBJECTIVES We previously derived the updated Pediatric Sepsis Biomarker Risk for Acute Kidney Injury (PERSEVERE-II AKI) prediction model, which had robust diagnostic test characteristics for severe AKI on day 3 (D3 severe AKI) of septic shock. We now sought to validate this model in an independent cohort of children to the one in which the model was developed. DESIGN A secondary analysis of a multicenter, prospective, observational study carried out from January 2019 to December 2022. SETTING Ten PICUs in the United States. PATIENTS Children with septic shock 1 week to 18 years old admitted to the PICU. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS Seventy-nine of 363 patients (22%) had D3 severe AKI, defined as Kidney Disease Improving Global Outcomes stage 2 or higher. Patients were assigned a probability of D3 severe AKI using the PERSEVERE-II AKI model. The model predicted D3 severe AKI with an area under the receiver operating characteristic curve of 0.89 (95% CI, 0.85-0.93), sensitivity of 77% (95% CI, 66-86%), specificity of 88% (95% CI, 84-92%), positive predictive value of 65% (95% CI, 54-74%), and negative predictive value of 93% (95% CI, 89-96%). These data represent an increase in post-test probability of D3 severe AKI with a positive test from 22% to 65%, and a prevalence threshold of 28%. On multivariable regression, the PERSEVERE-II AKI prediction model demonstrated greater adjusted odds ratio (aOR) for D3 severe AKI (aOR, 11.2; 95% CI, 4.9-25.3) and lesser aOR for failure of D3 renal recovery from early AKI (aOR, 0.31; 95% CI, 0.13-0.69). CONCLUSIONS The PERSEVERE-II AKI model demonstrates consistently robust performance for prediction of new or persistent D3 severe AKI in children with septic shock. A major limitation is that actual D3 severe AKI prevalence is below the prevalence threshold for the test, and thus future work should focus on evaluating use in enriched populations.
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Affiliation(s)
- Natalja L Stanski
- Division of Critical Care Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH
| | - Bin Zhang
- Division of Biostatistics and Epidemiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
| | - Natalie Z Cvijanovich
- Division of Critical Care Medicine, UCSF Benioff Children's Hospital Oakland, Oakland, CA
| | - Julie C Fitzgerald
- Division of Critical Care Medicine, Children's Hospital of Philadelphia, Philadelphia, PA
- Department of Anesthesiology and Critical Care, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
| | - Michael T Bigham
- Division of Critical Care Medicine, Akron Children's Hospital, Akron, OH
| | - Parag N Jain
- Division of Critical Care Medicine, Texas Children's Hospital and Baylor College of Medicine, Houston, TX
| | - Adam J Schwarz
- Division of Critical Care Medicine, Children's Hospital of Orange County, Orange, CA
| | - Riad Lutfi
- Division of Critical Care Medicine, Riley Hospital for Children, Indianapolis, IN
| | - Geoffrey L Allen
- Division of Critical Care Medicine, Children's Mercy Hospital, Kansas City, MO
| | - Neal J Thomas
- Division of Critical Care Medicine, Penn State Hershey Children's Hospital, Hershey, PA
| | - Torrey Baines
- Division of Critical Care Medicine, University of Florida Health Shands Children's Hospital, Gainesville, FL
| | | | - Scott L Weiss
- Division of Critical Care Medicine, Nemours Children's Health, Wilmington, DE
| | - Mihir R Atreya
- Division of Critical Care Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH
| | - Andrew J Lautz
- Division of Critical Care Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH
| | - Basilia Zingarelli
- Division of Critical Care Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH
| | - Stephen W Standage
- Division of Critical Care Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH
| | - Jennifer Kaplan
- Division of Critical Care Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH
| | - Stuart L Goldstein
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH
- Division of Nephrology and Hypertension, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
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16
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Stanski NL, Gist KM, Hasson D, Stenson EK, Seo J, Ollberding NJ, Muff-Luett M, Cortina G, Alobaidi R, See E, Kaddourah A, Fuhrman DY. Characteristics and Outcomes of Children and Young Adults With Sepsis Requiring Continuous Renal Replacement Therapy: A Comparative Analysis From the Worldwide Exploration of Renal Replacement Outcomes Collaborative in Kidney Disease (WE-ROCK). Crit Care Med 2024; 52:1686-1699. [PMID: 39258974 DOI: 10.1097/ccm.0000000000006405] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/12/2024]
Abstract
OBJECTIVES Pediatric sepsis-associated acute kidney injury (AKI) often requires continuous renal replacement therapy (CRRT), but limited data exist regarding patient characteristics and outcomes. We aimed to describe these features, including the impact of possible dialytrauma (i.e., vasoactive requirement, negative fluid balance) on outcomes, and contrast them to nonseptic patients in an international cohort of children and young adults receiving CRRT. DESIGN A secondary analysis of Worldwide Exploration of Renal Replacement Outcomes Collaborative in Kidney Disease (WE-ROCK), an international, multicenter, retrospective study. SETTING Neonatal, cardiac and PICUs at 34 centers in nine countries from January 1, 2015, to December 31, 2021. PATIENTS Patients 0-25 years old requiring CRRT for AKI and/or fluid overload. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS Among 1016 patients, 446 (44%) had sepsis at CRRT initiation and 650 (64%) experienced Major Adverse Kidney Events at 90 days (MAKE-90) (defined as a composite of death, renal replacement therapy [RRT] dependence, or > 25% decline in estimated glomerular filtration rate from baseline at 90 d from CRRT initiation). Septic patients were less likely to liberate from CRRT by 28 days (30% vs. 38%; p < 0.001) and had higher rates of MAKE-90 (70% vs. 61%; p = 0.002) and higher mortality (47% vs. 31%; p < 0.001) than nonseptic patients; however, septic survivors were less likely to be RRT dependent at 90 days (10% vs. 18%; p = 0.011). On multivariable regression, pre-CRRT vasoactive requirement, time to negative fluid balance, and median daily fluid balance over the first week of CRRT were not associated with MAKE-90; however, increasing duration of vasoactive requirement was independently associated with increased odds of MAKE-90 (adjusted OR [aOR], 1.16; 95% CI, 1.05-1.28) and mortality (aOR, 1.20; 95% CI, 1.1-1.32) for each additional day of support. CONCLUSIONS Septic children requiring CRRT have different clinical characteristics and outcomes compared with those without sepsis, including higher rates of mortality and MAKE-90. Increasing duration of vasoactive support during the first week of CRRT, a surrogate of potential dialytrauma, appears to be associated with these outcomes.
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Affiliation(s)
- Natalja L Stanski
- Division of Critical Care Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH
| | - Katja M Gist
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH
- Divsion of Cardiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
| | - Denise Hasson
- Division of Pediatric Critical Care Medicine, Hassenfeld Children's Hospital at NYU Langone, New York, NY
| | - Erin K Stenson
- Department of Pediatrics, Univeristy of Colorado Anschutz Medical Campus, Children's Hospital of Colorado, Aurora, CO
| | - JangDong Seo
- Division of Biostatistics and Epidemiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
| | - Nicholas J Ollberding
- Division of Biostatistics and Epidemiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
| | - Melissa Muff-Luett
- Department of Pediatrics, University of Nebraska Medical Center, Omaha, NE
| | | | | | - Emily See
- The Royal Children's Hospital, Melbourne, VIC, Australia
| | - Ahmad Kaddourah
- Weill Cornell Medical College-Qatar, Al Rayyan, Qatar
- Sidra Medicine, Doha, Qatar
| | - Dana Y Fuhrman
- Division of Pediatrics and Critical Care Medicine, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA
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17
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Yu H, Yang T, Liu D. Association between acetaminophen and risk of mortality in patients with sepsis-associated acute kidney injury: A retrospective cohort study from the MIMIC-IV database. J Investig Med 2024:10815589241290210. [PMID: 39324182 DOI: 10.1177/10815589241290210] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/27/2024]
Abstract
The occurrence of sepsis-associated acute kidney injury (SA-AKI) predicts a worse prognosis. We aimed to assess the impact of acetaminophen use on short-term mortality in patients with SA-AKI. A total of 6563 patients diagnosed with SA-AKI from the 2008 to 2019 Medical Information Mart for Intensive Care IV (MIMIC-IV) database were enrolled in this retrospective cohort study. The Cox regression model was utilized to analyze the associations of acetaminophen with 30-day mortality and in-hospital mortality. Additional propensity score matching (PSM) analysis was performed regarding patients with acetaminophen use versus those without. Of these patients, 30-day mortality occurred in 1421 (21.65%) patients and in-hospital mortality in 1246 (18.99%) patients. Patients who used acetaminophen were associated with a reduced risk of 30-day mortality (hazard ratio (HR) = 0.80, 95% confidence interval (CI): 0.71-0.90) and in-hospital mortality (HR = 0.72, 95% CI: 0.63-0.82). The PSM analysis demonstrated that acetaminophen use was still related to a reduced risk of 30-day mortality and in-hospital mortality. Subgroup analysis showed that the relationships between acetaminophen and 30-day mortality and in-hospital mortality were consistent across subgroups (p < 0.05). The use of acetaminophen has an association with lower short-term mortality in patients with SA-AKI.
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Affiliation(s)
- Hui Yu
- Department of Emergency Medicine, Affiliated Hospital of Jiangnan University, Wuxi, Jiangsu, China
| | - Ting Yang
- Department of Emergency Medicine, Affiliated Hospital of Jiangnan University, Wuxi, Jiangsu, China
| | - Dongsong Liu
- Department of Emergency Medicine, Affiliated Hospital of Jiangnan University, Wuxi, Jiangsu, China
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18
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Jiang W, Shi K, Shao J, Song L, Shi Y, Wang H, Zhou L, Li L, Feng Y, Yu J, Zheng R. Protective effect of intravenous amino acid on kidney function: A systematic review and meta-analysis of randomized controlled trials. J Crit Care 2024; 85:154937. [PMID: 39447274 DOI: 10.1016/j.jcrc.2024.154937] [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: 07/23/2024] [Revised: 10/07/2024] [Accepted: 10/08/2024] [Indexed: 10/26/2024]
Abstract
BACKGROUND Acute kidney injury (AKI) is a common complication in critically ill and cardiac surgery patients. Intravenous amino acids can increase renal perfusion and replenish renal functional reserves. However, the exact therapeutic efficacy of intravenous amino acids in reducing the incidence of AKI remains uncertain. Therefore, this study aims to comprehensively review the existing evidence to assess the potential of intravenous amino acids in kidney protection. METHODS EMBASE, PubMed, MEDLINE, and the Cochrane Library were searched for randomized controlled trials published on or before July 2, 2024, that examined the relationship between Intravenous amino acids and renal function. We extracted population characteristics and outcome variables related to renal function from randomized controlled trials comparing intravenous amino acid supplementation with no supplementation. We assessed this evidence using the Risk of Bias 2 (RoB2) tool for randomized controlled trials. Data were synthesized using a random-effects model. RESULTS This review included 7 randomized controlled trials with a total of 505 patients. The results showed that compared with the control group, intravenous amino acid administration significantly reduced the incidence of AKI (RR: 0.81, 95 % CI: 0.68-0.97, P = 0.02) and increased urine output (MD: 308.87, 95 % CI: 168.68-449.06, P < 0.0001). However, intravenous amino acids did not reduce mortality or the incidence of kidney replacement therapy, with no statistical difference in 30-day mortality (RR: 0.93, 95 % CI: 0.65-1.34, P = 0.71), 90-day mortality (RR:1.00, 95 % CI: 0.77-1.29, P = 0.98), or need for kidney replacement therapy (RR: 0.92, 95 % CI: 0.41-2.06, P = 0.83). Subgroup analysis suggested that, regardless of sample size, intravenous amino acid administration reduced the incidence of AKI and was particularly significant in patients undergoing cardiac and major vascular surgery. Furthermore, intraoperative intravenous amino acid therapy demonstrated a significant reduction in the incidence of AKI compared to postoperative administration. CONCLUSIONS Intravenous amino acids protect renal function in patients at high risk of AKI, particularly after cardiac surgery. It reduces the incidence of AKI and increases urine output, but has no significant effect on KRT and mortality.
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Affiliation(s)
- Wei Jiang
- Department of Critical Care Medicine, Northern Jiangsu People's Hospital Affiliated to Yangzhou University, Yangzhou 225001, China; Department of Critical Care Medicine, Northern Jiangsu People's Hospital, Yangzhou 225001, China
| | - Keran Shi
- Department of Critical Care Medicine, Northern Jiangsu People's Hospital Affiliated to Yangzhou University, Yangzhou 225001, China; Department of Critical Care Medicine, Northern Jiangsu People's Hospital, Yangzhou 225001, China
| | - Jun Shao
- Department of Critical Care Medicine, Northern Jiangsu People's Hospital Affiliated to Yangzhou University, Yangzhou 225001, China; Department of Critical Care Medicine, Northern Jiangsu People's Hospital, Yangzhou 225001, China
| | - Lin Song
- Department of Critical Care Medicine, Northern Jiangsu People's Hospital Affiliated to Yangzhou University, Yangzhou 225001, China; Department of Critical Care Medicine, Northern Jiangsu People's Hospital, Yangzhou 225001, China
| | - Ying Shi
- Department of Critical Care Medicine, Northern Jiangsu People's Hospital Affiliated to Yangzhou University, Yangzhou 225001, China; Department of Critical Care Medicine, Northern Jiangsu People's Hospital, Yangzhou 225001, China
| | - Haoran Wang
- Department of Critical Care Medicine, Northern Jiangsu People's Hospital Affiliated to Yangzhou University, Yangzhou 225001, China; Department of Critical Care Medicine, Northern Jiangsu People's Hospital, Yangzhou 225001, China
| | - Lulun Zhou
- Department of Critical Care Medicine, Northern Jiangsu People's Hospital Affiliated to Yangzhou University, Yangzhou 225001, China; Department of Critical Care Medicine, Northern Jiangsu People's Hospital, Yangzhou 225001, China
| | - Luanluan Li
- Department of Critical Care Medicine, Northern Jiangsu People's Hospital Affiliated to Yangzhou University, Yangzhou 225001, China; Department of Critical Care Medicine, Northern Jiangsu People's Hospital, Yangzhou 225001, China
| | - Yunfan Feng
- Department of Critical Care Medicine, Northern Jiangsu People's Hospital Affiliated to Yangzhou University, Yangzhou 225001, China; Department of Critical Care Medicine, Northern Jiangsu People's Hospital, Yangzhou 225001, China
| | - Jiangquan Yu
- Department of Critical Care Medicine, Northern Jiangsu People's Hospital Affiliated to Yangzhou University, Yangzhou 225001, China; Department of Critical Care Medicine, Northern Jiangsu People's Hospital, Yangzhou 225001, China
| | - Ruiqiang Zheng
- Department of Critical Care Medicine, Northern Jiangsu People's Hospital Affiliated to Yangzhou University, Yangzhou 225001, China; Department of Critical Care Medicine, Northern Jiangsu People's Hospital, Yangzhou 225001, China.
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19
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Wang Y, Lv W, Ma X, Diao R, Luo X, Shen Q, Xu M, Yin M, Jin Y. NDUFS3 alleviates oxidative stress and ferroptosis in sepsis induced acute kidney injury through AMPK pathway. Int Immunopharmacol 2024; 143:113393. [PMID: 39426231 DOI: 10.1016/j.intimp.2024.113393] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2024] [Revised: 09/27/2024] [Accepted: 10/09/2024] [Indexed: 10/21/2024]
Abstract
In recent years, ferroptosis has been found to play an important role in various acute kidney injury (AKI). However, relatively little research has been conducted on sepsis-induced acute kidney injury (SI-AKI). As an important trigger of ferroptosis, how mitochondrial damage plays a regulatory role in SI-AKI is still unclear. To explore the potential relationship between mitochondria and ferroptosis, we established a SI-AKI rat model by intraperitoneal injection of lipopolysaccharide (LPS). Transcriptome sequencing was used to detect changes in gene transcription levels in the control group, LPS 3 h group, LPS 6 h group and LPS 12 h group. The severity of kidney injury was determined based on serum creatinine (CRE), blood urea nitrogen (BUN), tissue HE staining, TUNEL staining and inflammatory factor levels. Cytoscape software was utilized to screen several mitochondria-related HUB genes, and NADH dehydrogenase [ubiquinone] ferrithionein 3 (NDUFS3) was selected for subsequent validation due to its novelty and feasibility. qRT-PCR, Western blot was employed to evaluate the expression of NDUFS3 in kidney tissues. GO enrichment analysis revealed that up-regulated genes in the LPS 12 h group were enriched in several cell death terms while down-regulated genes were enriched in lipid metabolic process and oxidation-reduction progress terms. Furthermore, Western blot, IHC, MDA, GSH and iron content levels were used to assess ferroptosis in the kidney tissue of the SI-AKI rats, dihydroethidium (DHE) assay and ATP kit were used to assess mitochondrial ROS levels and mitochondrial function. To further validate the function of NDUFS3, we constructed overexpression rats using hydrodynamic method by tail vein injection of pc DNA3.1-NDUFS3 overexpression plasmid. we utilized LPS to stimulate HK-2 cells and establish an in vitro model. We then overexpressed NDUFS3 using pcDNA 3.1. The overexpression of NDUFS3 was found to inhibit LPS-induced ferroptosis and mitochondrial damage in HK-2 cells, as evidenced by Western blot, MDA, GSH, divalent iron, ROS levels, Mitosox red, ATP content and transmission electron microscopy. Finally, the use of Compound C to inhibit AMPK in HK-2 cells demonstrated that NDUFS3 plays a protective role through the AMPK pathway. Therefore, our study supports the emerging role of NDUFS3 in SI-AKI, providing new potential mitochondria-related targets for the treatment of SI-AKI.
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Affiliation(s)
- YuChen Wang
- Department of Laboratory Diagnosis, The First Afliated Hospital of Harbin Medical University, 23 Youzheng Street, Nangang District, Harbin 150001, Heilongjiang, People's Republic of China
| | - WuYang Lv
- Department of Laboratory Diagnosis, The First Afliated Hospital of Harbin Medical University, 23 Youzheng Street, Nangang District, Harbin 150001, Heilongjiang, People's Republic of China; Department of Laboratory Diagnosis, Shangluo Central Hospital, 148 Beixin Street, Shangluo 726099, Shaanxi, People's Republic of China
| | - XiaoTong Ma
- Department of Laboratory Diagnosis, The First Afliated Hospital of Harbin Medical University, 23 Youzheng Street, Nangang District, Harbin 150001, Heilongjiang, People's Republic of China
| | - RuXue Diao
- Department of Laboratory Diagnosis, The First Afliated Hospital of Harbin Medical University, 23 Youzheng Street, Nangang District, Harbin 150001, Heilongjiang, People's Republic of China
| | - XiaoXiao Luo
- Department of Laboratory Diagnosis, The First Afliated Hospital of Harbin Medical University, 23 Youzheng Street, Nangang District, Harbin 150001, Heilongjiang, People's Republic of China
| | - QiuLing Shen
- Department of Laboratory Diagnosis, The First Afliated Hospital of Harbin Medical University, 23 Youzheng Street, Nangang District, Harbin 150001, Heilongjiang, People's Republic of China
| | - MingYu Xu
- Department of Laboratory Diagnosis, The First Afliated Hospital of Harbin Medical University, 23 Youzheng Street, Nangang District, Harbin 150001, Heilongjiang, People's Republic of China
| | - MengJiao Yin
- Department of Laboratory Diagnosis, The First Afliated Hospital of Harbin Medical University, 23 Youzheng Street, Nangang District, Harbin 150001, Heilongjiang, People's Republic of China
| | - YingYu Jin
- Department of Laboratory Diagnosis, The First Afliated Hospital of Harbin Medical University, 23 Youzheng Street, Nangang District, Harbin 150001, Heilongjiang, People's Republic of China.
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20
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Won JP, Lee HG, Yoon HJ, Seo HG. Biochanin A-mediated anti-ferroptosis is associated with reduction of septic kidney injury. Life Sci 2024; 358:123124. [PMID: 39396639 DOI: 10.1016/j.lfs.2024.123124] [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: 07/03/2024] [Revised: 09/30/2024] [Accepted: 10/08/2024] [Indexed: 10/15/2024]
Abstract
AIMS This study aimed to investigate the therapeutic potential of biochanin A in a sepsis associated- acute kidney injury (SA-AKI) mouse model induced by lipopolysaccharide (LPS). MAIN METHODS Male BALB/C mice (n = 7 per group) were injected with biochanin A (40 mg/kg, i.p.) or ferrostatin-1 (5 mg/kg, i.p.) in the presence or absence of LPS (10 mg/kg, i.p.). Survival rates were monitored twice a day for up to 2 weeks. Morphologic and functional changes in kidney tissue were assessed by H&E staining and by analyzing of levels of blood-urea nitrogen (BUN) and creatinine (CR) in serum, respectively. Kidney epithelial cell death was analyzed by TUNEL staining, Prussian blue staining, iron quantification, lipid peroxide quantification, and glutathione quantification. Anti-ferroptosis mechanism of biochanin A was analyzed by RNA sequencing in mouse embryonic fibroblast cells. KEY FINDINGS Biochanin A increased the survival rate of septic mice and inhibited the secretion of high mobility group box 1, an important inflammatory mediator in sepsis. Biochanin A inhibited LPS-induced kidney damage by suppressing dilatation and kidney tubular epithelial cell death. Furthermore, serum levels of BUN and CR were reduced in biochanin A-treated endotoxemic mice. Biochanin A inhibited the accumulation of iron and lipid peroxide and prevented glutathione depletion in the kidney tissue. Also, nine genes associated with the anti-ferroptosis effects of biochanin A were identified by RNA sequencing analysis. SIGNIFICANCE The present study suggests that biochanin A is an effective inhibitor of ferroptosis, representing a potential treatment or prophylactic for sepsis-related disorders such as SA-AKI.
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Affiliation(s)
- Jun Pil Won
- Department of Food Science and Biotechnology of Animal Resources, College of Sang-Huh Life Sciences, Konkuk University, 120 Neungdong-ro, Gwangjin-gu, Seoul 05029, Republic of Korea
| | - Hyuk Gyoon Lee
- Department of Food Science and Biotechnology of Animal Resources, College of Sang-Huh Life Sciences, Konkuk University, 120 Neungdong-ro, Gwangjin-gu, Seoul 05029, Republic of Korea
| | - Han Jun Yoon
- Department of Food Science and Biotechnology of Animal Resources, College of Sang-Huh Life Sciences, Konkuk University, 120 Neungdong-ro, Gwangjin-gu, Seoul 05029, Republic of Korea
| | - Han Geuk Seo
- Department of Food Science and Biotechnology of Animal Resources, College of Sang-Huh Life Sciences, Konkuk University, 120 Neungdong-ro, Gwangjin-gu, Seoul 05029, Republic of Korea.
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21
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Donaldson LH, Hammond NE, Smyth KL, Agarwal S, Taylor S, Bompoint S, Coombes J, Bennett-Brook K, Bellomo R, Myburgh J, Venkatesh B. Sepsis associated acute kidney injury is common among Aboriginal and Torres Strait Islanders with septic shock and has poor outcomes: A nested cohort study. Nephrology (Carlton) 2024. [PMID: 39379170 DOI: 10.1111/nep.14405] [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: 04/17/2024] [Revised: 09/02/2024] [Accepted: 09/29/2024] [Indexed: 10/10/2024]
Abstract
Exploration of the incidence and outcomes of Acute Kidney Injury (AKI) broadly, and sepsis associated AKI specifically, in Aboriginal and Torres Strait Islander (First Nations) people has been limited. We compared a nested cohort of First Nations people drawn from a multinational randomised controlled trial of hydrocortisone in septic shock, to a cohort matched for age, sex and severity of illness. Acute Kidney Injury was defined using the Kidney Disease Improving Global Outcomes (KDIGO) criteria, as well as incident use of kidney replacement therapy (KRT). Major Adverse Kidney Events (MAKE) were described as the composite of death, new dialysis requirement or persisting kidney dysfunction at hospital discharge. A cohort of 57 Aboriginal and/or Torres Strait Islander patients with septic shock was identified. 91.2% (52) of the First Nations cohort met KDIGO criteria for Stage 1 AKI or greater and 63% (36) met Stage 3 criteria. 59.6% (34) of the First Nations required dialysis as compared to 45.6% (26) in the matched cohort. 60.7% (34) of First Nations participants met criteria for MAKE at hospital discharge. The proportions requiring dialysis at 6, 12 and 24 months were 8.3%, 9.1% and 6.9% respectively. The incidences of AKI and MAKE reported in this First Nations cohort are substantially higher than in previously published cohorts of patients with sepsis, even those that use sensitive definitions of AKI. Measures to promote better management of infectious diseases in First Nations communities are required.
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Affiliation(s)
- L H Donaldson
- The George Institute for Global Health, Faculty of Medicine, UNSW Sydney, Sydney, New South Wales, Australia
- Malcolm Fisher Department of Intensive Care Medicine, Royal North Shore Hospital, St Leonards, New South Wales, Australia
| | - N E Hammond
- The George Institute for Global Health, Faculty of Medicine, UNSW Sydney, Sydney, New South Wales, Australia
- Malcolm Fisher Department of Intensive Care Medicine, Royal North Shore Hospital, St Leonards, New South Wales, Australia
| | - K L Smyth
- Intensive Care Unit, Royal Darwin Hospital, Northern Territory, Australia
| | - S Agarwal
- Intensive Care Unit, Royal Darwin Hospital, Northern Territory, Australia
| | - S Taylor
- Menzies School of Health Research, Charles Darwin University, Casuarina, Northern Territory, Australia
| | - S Bompoint
- The George Institute for Global Health, Faculty of Medicine, UNSW Sydney, Sydney, New South Wales, Australia
| | - J Coombes
- The George Institute for Global Health, Faculty of Medicine, UNSW Sydney, Sydney, New South Wales, Australia
| | - K Bennett-Brook
- The George Institute for Global Health, Faculty of Medicine, UNSW Sydney, Sydney, New South Wales, Australia
| | - R Bellomo
- Department of Intensive Care, Royal Melbourne Hospital, Melbourne, Victoria, Australia
- Department of Critical Care, The University of Melbourne, Melbourne, Victoria, Australia
- Australian and New Zealand Intensive Care Research Centre, Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
- Data Analytics Research & Evaluation Centre, The University of Melbourne and Austin Hospital, Melbourne, Victoria, Australia
| | - J Myburgh
- The George Institute for Global Health, Faculty of Medicine, UNSW Sydney, Sydney, New South Wales, Australia
- Department of Intensive Care Medicine, St. George Hospital, Sydney, New South Wales, Australia
| | - B Venkatesh
- The George Institute for Global Health, Faculty of Medicine, UNSW Sydney, Sydney, New South Wales, Australia
- Intensive Care Unit, Princess Alexandra and Wesley Hospitals, Brisbane, Queensland, Australia
- Faculty of Medicine, University of Queensland, Brisbane, Queensland, Australia
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22
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Diao RX, Lv WY, Wang YC, Shen QL, Tang KH, Luo XX, Jin YY. Aquaporin-1 Facilitates Macrophage M1 Polarization by Enhancing Glycolysis Through the Activation of HIF1α in Lipopolysaccharide-Induced Acute Kidney Injury. Inflammation 2024:10.1007/s10753-024-02154-8. [PMID: 39365391 DOI: 10.1007/s10753-024-02154-8] [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: 05/21/2024] [Revised: 09/12/2024] [Accepted: 09/26/2024] [Indexed: 10/05/2024]
Abstract
This study aimed to investigate how aquaporin 1 (AQP1) modulates hypoxia-inducible factor-1α (HIF1α) to promote glycolysis and drive the M1 polarization of macrophages. Within 12 h post-treatment with LPS to induce acute kidney injury in rats, a significant upregulation of AQP1 and HIF1α protein levels was noted in serum and kidney tissues. This elevation corresponded with a decrease in blood glucose concentrations and an enhancement of glycolytic activity relative to the control group. Furthermore, there was a pronounced reduction in the circulating levels of the anti-inflammatory cytokine IL-10, accompanied by an upregulation in the levels of the pro-inflammatory cytokines IL-6 and TNF-α. The administration of an HIF1α inhibitor reversed these effects, which did not affect the production of AQP1 protein. In cellular assays, AQP1 knockdown mitigated the increase in HIF1α expression induced by LPS. Furthermore, the suppression of HIF1α with PX-478 led to decreased expression levels of Hexokinase 2 (HK2) and Lactate Dehydrogenase A (LDHA), indicating that AQP1 regulates glycolysis through HIF1α. M1 polarization of macrophages was reduced by AQP1 knockdown and was further diminished by the addition of an HIF1α inhibitor. Inhibition of the glycolytic process not only weakened M1 polarization but also promoted M2 polarization, thereby reducing the release of inflammatory cytokines. These findings provide a novel perspective for developing therapeutic strategies that target AQP1 and HIF1α, potentially improving the treatment of sepsis-associated AKI.
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Affiliation(s)
- Ru-Xue Diao
- Department of Clinical Laboratory, The First Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Wu-Yang Lv
- Department of Clinical Laboratory, Shangluo Central Hospital, Shanxi, China
| | - Yu-Chen Wang
- Department of Clinical Laboratory, The First Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Qiu-Ling Shen
- Department of Clinical Laboratory, The First Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Kai-Hong Tang
- Department of Clinical Laboratory, The First Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Xiao-Xiao Luo
- Department of Clinical Laboratory, The First Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Ying-Yu Jin
- Department of Clinical Laboratory, The First Affiliated Hospital of Harbin Medical University, Harbin, China.
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23
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Jeong R, Haines R, Ostermann M. Outcomes after acute kidney injury and critical illness. Curr Opin Crit Care 2024; 30:502-509. [PMID: 39092636 DOI: 10.1097/mcc.0000000000001183] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/04/2024]
Abstract
PURPOSE OF REVIEW Acute kidney injury (AKI) in critical illness is common, and survivors are faced with a host of adverse outcomes. In this article, we review the current landscape of outcomes and care in survivors of AKI and critical illness. RECENT FINDINGS Follow-up care of survivors of AKI and critical illness is prudent to monitor for and mitigate the risk of adverse outcomes. Observational data have suggested improvement in outcomes with nephrology-based follow-up care, and recent interventional studies demonstrate similar findings. However, current post-AKI care is suboptimal with various challenges, such as breakdowns in the transition of care during hospital episodes and into the community, barriers for patients in follow-up, and lack of identification of high-risk patients for nephrology-based follow-up. Tools predictive of renal nonrecovery and long-term outcomes may help to identify high-risk patients who may benefit the most from nephrology-based care post-AKI. SUMMARY Follow-up care of survivors of AKI and critical illness may improve outcomes and there is a need to prioritize transitions of care into the community. Further research is needed to elucidate the best ways to risk-stratify and manage post-AKI survivors to improve outcomes.
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Affiliation(s)
- Rachel Jeong
- Division of Nephrology, Department of Medicine
- Department of Critical Care Medicine, University of Calgary, Calgary, AB, Canada
| | - Ryan Haines
- Department of Critical Care, King's College London, Guy's & St. Thomas' Hospital, King's College London, London, UK
| | - Marlies Ostermann
- Department of Critical Care, King's College London, Guy's & St. Thomas' Hospital, King's College London, London, UK
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24
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Zhao Q, Zhang R, Wang Y, Li T, Xue J, Chen Z. FOXQ1, deubiquitinated by USP10, alleviates sepsis-induced acute kidney injury by targeting the CREB5/NF-κB signaling axis. Biochim Biophys Acta Mol Basis Dis 2024; 1870:167331. [PMID: 38960057 DOI: 10.1016/j.bbadis.2024.167331] [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: 11/22/2023] [Revised: 06/14/2024] [Accepted: 06/25/2024] [Indexed: 07/05/2024]
Abstract
Sepsis-induced acute kidney injury (S-AKI) is a severe and frequent complication that occurs during sepsis. This study aimed to understand the role of FOXQ1 in S-AKI and its potential upstream and downstream regulatory mechanisms. A cecal ligation and puncture induced S-AKI mouse model in vivo and an LPS-induced HK-2 cell model in vitro were used. FOXQ1 was significantly upregulated in CLP mice and downregulated in the LPS-induced HK-2 cells. Upregulation of FOXQ1 improved kidney injury and dysfunction in CLP mice. Overexpression of FOXQ1 remarkably suppressed the apoptosis and inflammatory response via down-regulating oxidative stress indicators and pro-inflammatory factors (IL-1β, IL-6, and TNF-α), both in vivo and in vitro. From online analysis, the CREB5/NF-κB axis was identified as the downstream target of FOXQ1. FOXQ1 transcriptionally activated CREB5, upregulating its expression. Overexpression of FOXQ1 suppressed the phosphorylation level and nucleus transport of p65. Rescue experiments showed that CREB5 mediates the protective role of FOXQ1 on S-AKI. Furthermore, FOXQ1 was identified as a substrate of USP10, a deubiquitinating enzyme. Ectopic expression of USP10 reduced the ubiquitination of FOXQ1, promoting its protein stability. USP10 upregulation alleviated LPS-induced cell apoptosis and inflammatory response, while suppression of FOXQ1 augmented these trends. Collectively, our results suggest that FOXQ1, deubiquitinated by USP10, plays a protective role in S-AKI induced inflammation and apoptosis by targeting CREB5/NF-κB axis.
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Affiliation(s)
- Qi Zhao
- Department of Emergency Medicine, Shengjing Hospital of China Medical University, Shenyang, Liaoning, China
| | - Ran Zhang
- Department of Emergency Medicine, Shengjing Hospital of China Medical University, Shenyang, Liaoning, China
| | - Yu Wang
- Department of Emergency Medicine, Shengjing Hospital of China Medical University, Shenyang, Liaoning, China
| | - Tiegang Li
- Department of Emergency Medicine, Shengjing Hospital of China Medical University, Shenyang, Liaoning, China.
| | - Jinqi Xue
- Department of Oncology, Shengjing Hospital of China Medical University, Shenyang, Liaoning, China.
| | - Zhiguang Chen
- Department of Emergency Medicine, Shengjing Hospital of China Medical University, Shenyang, Liaoning, China.
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25
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Lee KH, Lin YC, Tsai MT, Tu CF, Ou SM, Chen HY, Li FA, Tseng WC, Lin YP, Yang RB, Tarng DC. Plasma SCUBE2 as a novel biomarker associates with survival outcomes in patients with sepsis-associated acute kidney injury. JOURNAL OF MICROBIOLOGY, IMMUNOLOGY, AND INFECTION = WEI MIAN YU GAN RAN ZA ZHI 2024; 57:720-729. [PMID: 39034165 DOI: 10.1016/j.jmii.2024.07.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/02/2024] [Revised: 06/03/2024] [Accepted: 07/08/2024] [Indexed: 07/23/2024]
Abstract
BACKGROUND The adverse effects of sepsis-associated acute kidney injury (SA-AKI) highlight the need for new biomarkers. Signal Peptide-Complement C1r/C1s, Uegf, Bmp1-Epidermal Growth Factor-like Domain-Containing Protein 2 (SCUBE2), important for angiogenesis and endothelial integrity, has been linked to increased mortality in models of lipopolysaccharide-induced lung injury. This research aimed to assess the utility of plasma SCUBE2 levels as a prognostic indicator for SA-AKI in intensive care unit (ICU) patients. METHODS Between September 2020 and December 2022, our study enrolled ICU patients diagnosed with stage 3 SA-AKI. We collected demographic information, illness severity indices, and laboratory data, including plasma SCUBE2 and sepsis-triggered cytokine levels. We employed receiver operating characteristic curves and DeLong tests to assess the predictive accuracy for survival, Kaplan-Meier curves to evaluate the relative risk of death, and multivariate logistic regression to identify independent mortality predictors. RESULTS Among the total of 200 participants, the survivors had significantly higher plasma SCUBE2 levels (115.9 ng/mL) compared to those who died (35.6 ng/mL). SCUBE2 levels showed a positive correlation with the anti-inflammatory cytokine IL-10 and a negative correlation with the APACHE II score, SOFA score, C-reactive protein, and monocyte chemoattractant protein-1. Multivariate analysis revealed that elevated SCUBE2 and IL-10 levels were independently protective against mortality, and associated with the most favorable 30-day survival outcomes. CONCLUSIONS In ICU patients with stage 3 SA-AKI, lower plasma levels of SCUBE2 were correlated with elevated pro-inflammatory factors, which impacted survival outcomes. This suggests that SCUBE2 could be a potential biomarker for predicting prognosis in patients with SA-AKI.
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Affiliation(s)
- Kuo-Hua Lee
- Division of Nephrology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan; School of Medicine, National Yang-Ming Chiao Tung University, Taipei, Taiwan; Institute of Clinical Medicine, National Yang-Ming Chiao Tung University, Taipei, Taiwan; Center for Intelligent Drug Systems and Smart Bio-Devices (IDS2B), National Yang-Ming Chiao Tung University, Hsinchu, Taiwan
| | - Yuh-Charn Lin
- Department of Physiology, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
| | - Ming-Tsun Tsai
- Division of Nephrology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan; School of Medicine, National Yang-Ming Chiao Tung University, Taipei, Taiwan; Institute of Clinical Medicine, National Yang-Ming Chiao Tung University, Taipei, Taiwan; Center for Intelligent Drug Systems and Smart Bio-Devices (IDS2B), National Yang-Ming Chiao Tung University, Hsinchu, Taiwan
| | - Cheng-Fen Tu
- Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan
| | - Shuo-Ming Ou
- Division of Nephrology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan; School of Medicine, National Yang-Ming Chiao Tung University, Taipei, Taiwan; Institute of Clinical Medicine, National Yang-Ming Chiao Tung University, Taipei, Taiwan; Center for Intelligent Drug Systems and Smart Bio-Devices (IDS2B), National Yang-Ming Chiao Tung University, Hsinchu, Taiwan
| | - Huan-Yuan Chen
- Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan
| | - Fu-An Li
- Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan
| | - Wei-Cheng Tseng
- Division of Nephrology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan; School of Medicine, National Yang-Ming Chiao Tung University, Taipei, Taiwan; Institute of Clinical Medicine, National Yang-Ming Chiao Tung University, Taipei, Taiwan; Center for Intelligent Drug Systems and Smart Bio-Devices (IDS2B), National Yang-Ming Chiao Tung University, Hsinchu, Taiwan
| | - Yao-Ping Lin
- Division of Nephrology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan; School of Medicine, National Yang-Ming Chiao Tung University, Taipei, Taiwan; Institute of Clinical Medicine, National Yang-Ming Chiao Tung University, Taipei, Taiwan; Center for Intelligent Drug Systems and Smart Bio-Devices (IDS2B), National Yang-Ming Chiao Tung University, Hsinchu, Taiwan
| | - Ruey-Bing Yang
- Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan; Biomedical Translation Research Center, Academia Sinica, Taipei, Taiwan; Ph.D. Program in Drug Discovery and Development Industry, College of Pharmacy, Taipei Medical University, Taipei, Taiwan.
| | - Der-Cherng Tarng
- Division of Nephrology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan; School of Medicine, National Yang-Ming Chiao Tung University, Taipei, Taiwan; Institute of Clinical Medicine, National Yang-Ming Chiao Tung University, Taipei, Taiwan; Center for Intelligent Drug Systems and Smart Bio-Devices (IDS2B), National Yang-Ming Chiao Tung University, Hsinchu, Taiwan; Department and Institute of Physiology, National Yang-Ming Chiao Tung University, Taipei, Taiwan.
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Liu X, Guo Y, Pan J, Wu T, Zhao B, Wei S, Jiang W, Liu Y. Nanoparticles constructed from natural polyphenols are used in acute kidney injury. J Mater Chem B 2024; 12:8883-8896. [PMID: 39177039 DOI: 10.1039/d4tb00837e] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/24/2024]
Abstract
Acute kidney injury (AKI) is a severe clinical syndrome characterized by rapid deterioration of renal function caused by a variety of pathogeneses. Natural polyphenols have been considered to have potential in the treatment of AKI due to their powerful antioxidant and anti-inflammatory activities, but their low bioavailability in vivo limits their efficacy. Polyphenol nanoparticles based on a nano-delivery system show good effects in reducing kidney injury, improving renal function and promoting renal tissue repair, and brings new hope and possibility for the treatment of AKI. This review provides an overview of the common characteristics, treatments, and associated adverse effects of AKI. The classification and bioavailability of polyphenols as well as their therapeutic role in AKI and potential possible effects are outlined. The potential therapeutic effects of polyphenol-based nanoparticles on AKI and the underlying mechanisms are discussed.
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Affiliation(s)
- Xiaohua Liu
- Henan Science and Technology Innovation Promotion Center, Zhengzhou 450046, China
| | - Yike Guo
- Department of Pharmacy, Central China Subcenter of National Center for Cardiovascular Diseases, Henan Cardiovascular Disease Center, Fuwai Central-China Cardiovascular Hospital, Central China Fuwai Hospital of Zhengzhou University, Zhengzhou 450046, China.
- Academy of Medical Sciences, Tianjian Laboratory of Advanced Biomedical Sciences, Zhengzhou University, Zhengzhou, Henan, China
| | - Jiangpeng Pan
- Department of Pharmacy, Central China Subcenter of National Center for Cardiovascular Diseases, Henan Cardiovascular Disease Center, Fuwai Central-China Cardiovascular Hospital, Central China Fuwai Hospital of Zhengzhou University, Zhengzhou 450046, China.
| | - Tingting Wu
- Department of Pharmacy, Central China Subcenter of National Center for Cardiovascular Diseases, Henan Cardiovascular Disease Center, Fuwai Central-China Cardiovascular Hospital, Central China Fuwai Hospital of Zhengzhou University, Zhengzhou 450046, China.
| | - Bing Zhao
- Henan Finance University, Zhengzhou 450046, China
| | - Shuyi Wei
- Plastic Surgery Department, Peking University People's Hospital, No. 11 Xizhimen South Street, Xicheng District, Beijing, China.
| | - Wei Jiang
- Department of Pharmacy, Central China Subcenter of National Center for Cardiovascular Diseases, Henan Cardiovascular Disease Center, Fuwai Central-China Cardiovascular Hospital, Central China Fuwai Hospital of Zhengzhou University, Zhengzhou 450046, China.
- Academy of Medical Sciences, Tianjian Laboratory of Advanced Biomedical Sciences, Zhengzhou University, Zhengzhou, Henan, China
| | - Ying Liu
- Department of Pharmacy, Central China Subcenter of National Center for Cardiovascular Diseases, Henan Cardiovascular Disease Center, Fuwai Central-China Cardiovascular Hospital, Central China Fuwai Hospital of Zhengzhou University, Zhengzhou 450046, China.
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27
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White KC, Bellomo R, Tabah A, Attokaran AG, White H, McCullough J, Shekar K, Ramanan M, Garrett P, McIlroy P, Senthuran S, Luke S, Serpa-Neto A, Larsen T, Laupland KB. Sepsis-associated acute kidney injury in patients with chronic kidney disease: Patient characteristics, prevalence, timing, trajectory, treatment and associated outcomes. Nephrology (Carlton) 2024. [PMID: 39290173 DOI: 10.1111/nep.14392] [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: 04/01/2024] [Revised: 07/23/2024] [Accepted: 09/06/2024] [Indexed: 09/19/2024]
Abstract
AIM The features and outcomes of sepsis-associated acute kidney injury (SA-AKI) may be affected by chronic kidney disease (CKD). Accordingly, we aimed to compare SA-AKI in patients with or without CKD. METHODS Retrospective cohort study in 12 intensive care units (ICU). We studied the prevalence, patient characteristics, timing, trajectory, treatment and outcomes of SA-AKI with and without CKD. RESULTS Of 84 240 admissions, 7255 (8.6%) involved patients with CKD. SA-AKI was more common in patients with CKD (21% vs 14%; p < .001). CKD patients were older (70 vs. 60 years; p < .001), had a higher median Charlson co-morbidity index (5 vs. 3; p < .001) and acute physiology and chronic health evaluation (APACHE) III score (78 vs. 60; p < .001) and were more likely to receive renal replacement therapy (RRT) (25% vs. 17%; p < .001). They had less complete return to baseline function at ICU discharge (48% vs. 60%; p < .001), higher major adverse kidney events at day 30 (MAKE-30) (38% vs. 27%; p < .001), and higher hospital and 90-day mortality (21% vs. 13%; p < .001, and 27% vs. 16%; p < .001, respectively). After adjustment for patient characteristics and severity of illness, however, CKD was not an independent risk factor for increased 90-day mortality (OR 0.88; 95% CI 0.76-1.02; p = .08) or MAKE-30 (OR 0.98; 95% CI 0.80-1.09; p = .4). CONCLUSION SA-AKI is more common in patients with CKD. Such patients are older, more co-morbid, have higher disease severity, receive different ICU therapies and have different trajectories of renal recovery and greater unadjusted mortality. However, after adjustment day-90 mortality and MAKE-30 risk were not increased by CKD.
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Affiliation(s)
- Kyle C White
- Intensive Care Unit, Princess Alexandra Hospital, Woolloongabba, Queensland, Australia
- Faculty of Medicine, University of Queensland, Brisbane, Queensland, Australia
- Queensland University of Technology (QUT), Brisbane, Queensland, Australia
| | - Rinaldo Bellomo
- Department of Intensive Care, Austin Hospital, Heidelberg, Australia
- Australian and New Zealand Intensive Care Research Centre (ANZIC-RC), School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
- Department of Critical Care, University of Melbourne, Melbourne, Australia
- Department of Intensive Care, Royal Melbourne Hospital, Melbourne, Australia
| | - Alexis Tabah
- Faculty of Medicine, University of Queensland, Brisbane, Queensland, Australia
- Queensland University of Technology (QUT), Brisbane, Queensland, Australia
- Intensive Care Unit, Redcliffe Hospital, Brisbane, Queensland, Australia
| | - Antony G Attokaran
- Faculty of Medicine, University of Queensland, Brisbane, Queensland, Australia
- Intensive Care Unit, Rockhampton Hospital, Queensland, Australia
| | - Hayden White
- Intensive Care Unit, Logan Hospital, Queensland, Australia
- School of Medicine and Dentistry, Griffith University, Queensland, Australia
| | - James McCullough
- School of Medicine and Dentistry, Griffith University, Queensland, Australia
- Intensive Care Unit, Gold Coast University Hospital, Southport, Queensland, Australia
| | - Kiran Shekar
- Faculty of Medicine, University of Queensland, Brisbane, Queensland, Australia
- Queensland University of Technology (QUT), Brisbane, Queensland, Australia
- Adult Intensive Care Services, The Prince Charles Hospital, Brisbane, Queensland, Australia
| | - Mahesh Ramanan
- Faculty of Medicine, University of Queensland, Brisbane, Queensland, Australia
- Intensive Care Unit, Caboolture Hospital, Caboolture, Queensland, Australia
- Critical Care Division, The George Institute for Global Health, University of New South Wales, Sydney, Australia
| | - Peter Garrett
- School of Medicine and Dentistry, Griffith University, Queensland, Australia
- Intensive Care Unit, Sunshine Coast University Hospital, Queensland, Australia
| | - Philippa McIlroy
- Intensive Care Unit, Cairns Hospital, Cairns, Queensland, Australia
| | - Siva Senthuran
- College of Medicine and Dentistry, James Cook University, Townsville, Queensland, Australia
- Intensive Care Unit, Townsville Hospital, Townsville, Queensland, Australia
| | - Stephen Luke
- College of Medicine and Dentistry, James Cook University, Townsville, Queensland, Australia
- Intensive Care Services, Mackay Base Hospital, Mackay, Queensland, Australia
| | - Ary Serpa-Neto
- Australian and New Zealand Intensive Care Research Centre (ANZIC-RC), School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
- Department of Critical Care Medicine, Hospital Israelita Albert Einstein, São Paulo, Brazil
| | - Tom Larsen
- Department of Critical Care, University of Melbourne, Melbourne, Australia
- Data Analytics Research and Evaluation (DARE) Centre, Austin Health and the University of Melbourne, Victoria, Australia
| | - Kevin B Laupland
- Queensland University of Technology (QUT), Brisbane, Queensland, Australia
- Department of Intensive Care Services, Royal Brisbane and Women's Hospital, Brisbane, Queensland, Australia
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Wiedermann CJ. Albumin in Normovolemic Fluid Management for Severe Traumatic Brain Injury: Controversies and Research Gaps. J Clin Med 2024; 13:5452. [PMID: 39336939 PMCID: PMC11432589 DOI: 10.3390/jcm13185452] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2024] [Revised: 08/22/2024] [Accepted: 09/12/2024] [Indexed: 09/30/2024] Open
Abstract
Traumatic brain injury (TBI) is a significant public health issue characterized by high mortality rates and long-term complications. This commentary examines the controversial role of the use of albumin in the fluid management of patients with severe TBI. Despite its physiological benefits, the clinical use of albumin remains controversial due to the fact that various studies have yielded mixed results. Serum albumin is important for maintaining normovolemia, primarily through its contribution to colloid osmotic pressure, which helps to retain fluid in the circulatory system. This review highlights the existing evidence, examines inconsistencies in guideline recommendations, and suggests future research directions to clarify the efficacy and safety of the use of albumin in maintaining normovolemia in patients with TBI. The review also discusses the potential benefits of small-volume resuscitation strategies for the management of acute kidney injury in TBI patients, drawing parallels with the management of septic acute kidney injury. The need for further well-designed randomized controlled trials and ethical considerations in studies regarding the use of hyperoncotic albumin in TBI management is emphasized.
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Affiliation(s)
- Christian J. Wiedermann
- Institute of General Practice and Public Health, Claudiana—College of Health Professions, 39100 Bolzano, Italy;
- Department of Public Health, Medical Decision Making and Health Technology Assessment, UMIT TIROL—Private University for Health Sciences and Health Technology, 6060 Hall, Austria
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Lei X, Wang J, Zhang F, Tang X, He F, Cheng S, Zou F, Yan W. Micheliolide ameliorates lipopolysaccharide-induced acute kidney injury through suppression of NLRP3 activation by promoting mitophagy via Nrf2/PINK1/Parkin axis. Int Immunopharmacol 2024; 138:112527. [PMID: 38950457 DOI: 10.1016/j.intimp.2024.112527] [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: 03/10/2024] [Revised: 06/05/2024] [Accepted: 06/17/2024] [Indexed: 07/03/2024]
Abstract
BACKGROUND Sepsis-associated acute kidney injury (SA-AKI) represents a frequent complication of in critically ill patients. The objective of this study is to illuminate the potential protective activity of Micheliolide (MCL) and its behind mechanism against SA-AKI. METHODS The protective potential of MCL on SA-AKI was investigated in lipopolysaccharide (LPS) treated HK2 cells and SA-AKI mice model. The mitochondrial damage was determined by detection of reactive oxygen species and membrane potential. The Nrf2 silencing was achieved by transfection of Nrf2-shRNA in HK2 cells, and Nrf2 inhibitor, ML385 was employed in SA-AKI mice. The mechanism of MCL against SA-AKI was evaluated through detecting hallmarks related to inflammation, mitophagy and Nrf2 pathway via western blotting, immunohistochemistry, and enzyme linked immunosorbent assay. RESULTS MCL enhanced viability, suppressed apoptosis, decreased inflammatory cytokine levels and improved mitochondrial damage in LPS-treated HK2 cells, and ameliorated renal injury in SA-AKI mice. Moreover, MCL could reduce the activation of NLRP3 inflammasome via enhancing mitophagy. Additionally, Nrf2 deficiency reduced the suppression effect of MCL on NLRP3 inflammasome activation and blocked the facilitation effect of MCL on mitophagy in LPS-treated HK2 cells, the consistent is true for ML385 treatment in SA-AKI mice. CONCLUSIONS MCL might target Nrf2 and further reduce the NLRP3 inflammasome activation via enhancing mitophagy, which alleviated SA-AKI.
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Affiliation(s)
- Xianghong Lei
- Department of Nephrology, The First Affiliated Hospital of Gannan Medical University, Ganzhou City, Jiangxi Province 341000, China.
| | - Jiyang Wang
- Department of Nephrology, The First Affiliated Hospital of Gannan Medical University, Ganzhou City, Jiangxi Province 341000, China
| | - Fengxia Zhang
- Department of Nephrology, The First Affiliated Hospital of Gannan Medical University, Ganzhou City, Jiangxi Province 341000, China
| | - Xianhu Tang
- Department of Nephrology, The First Affiliated Hospital of Gannan Medical University, Ganzhou City, Jiangxi Province 341000, China
| | - Fengxia He
- Department of Nephrology, The First Affiliated Hospital of Gannan Medical University, Ganzhou City, Jiangxi Province 341000, China
| | - Shengyu Cheng
- Department of Nephrology, The First Affiliated Hospital of Gannan Medical University, Ganzhou City, Jiangxi Province 341000, China
| | - Fangqin Zou
- Department of Nephrology, The First Affiliated Hospital of Gannan Medical University, Ganzhou City, Jiangxi Province 341000, China
| | - Wenjun Yan
- Department of Nephrology, The First Affiliated Hospital of Gannan Medical University, Ganzhou City, Jiangxi Province 341000, China
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30
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Azevedo FBD, Samaan F, Zanetta DMT, Yu L, Velasco IT, Burdmann EDA. Epidemiology of acute kidney injury in the clinical emergency: A prospective cohort study at a high-complexity public university hospital in São Paulo, Brazil. PLoS One 2024; 19:e0309949. [PMID: 39236044 PMCID: PMC11376543 DOI: 10.1371/journal.pone.0309949] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2024] [Accepted: 08/22/2024] [Indexed: 09/07/2024] Open
Abstract
INTRODUCTION Southern Hemisphere countries have been underrepresented in epidemiological studies on acute kidney injury (AKI). The objectives of this study were to determine the frequency, risk factors, and outcomes of AKI in adult hospitalized patients from the emergency department of a public high-complexity teaching hospital in the city of São Paulo, Brazil. METHODS Observational and prospective study. AKI was defined by the KDIGO guidelines (Kidney Disease: Improving Global Outcomes) using only serum creatinine. RESULTS Among the 731 patients studied (age: median 61 years, IQR 47-72 years; 55% male), 48% had hypertension and 28% had diabetes as comorbidities. The frequency of AKI was 52.1% (25.9% community-based AKI [C-AKI] and 26.3% hospital-acquired AKI [H-AKI]). Dehydration, hypotension, and edema were found in 29%, 15%, and 15% of participants, respectively, at hospital admission. The in-hospital and 12-month mortality rates of patients with vs. without AKI were 25.2% vs. 11.1% (p<0.001) and 36.7% vs. 12.9% (p<0.001), respectively. The independent risk factors for C-AKI were chronic kidney disease (CKD), chronic liver disease, age, and hospitalization for cardiovascular disease. Those for H-AKI were CKD, heart failure as comorbidities, hypotension, and edema at hospital admission. H-AKI was an independent risk factor for death in the hospital, but not at 12 months. C-AKI was not a risk factor for death. CONCLUSIONS AKI occurred in more than half of the admissions to the clinical emergency department of the hospital and was equally distributed between C-AKI and H-AKI. Many patients had correctable risk factors for AKI, such as dehydration and arterial hypotension (44%) at admission. The only independent risk factor for both C-AKI and H-AKI was CKD as comorbidity.
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Affiliation(s)
- Flávia Barros de Azevedo
- Division of Clinical Emergencies, Hospital University of São Paulo, São Paulo, São Paulo, Brazil
- Mobile Emergency Care Service, Porangatu, Goias, Brazil
| | - Farid Samaan
- Planning and Evaluation Group, São Paulo State Department of Health, São Paulo, São Paulo, Brazil
- Research Division, Dante Pazzanese Institute of Cardiology, São Paulo, São Paulo, Brazil
| | | | - Luis Yu
- Laboratório de Investigação Médica (LIM) 12, Serviço de Nefrologia, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
| | - Irineu Tadeu Velasco
- Division of Clinical Emergencies, Hospital University of São Paulo, São Paulo, São Paulo, Brazil
| | - Emmanuel de Almeida Burdmann
- Laboratório de Investigação Médica (LIM) 12, Serviço de Nefrologia, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
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Ferreira Alves G, Aimaretti E, da Silveira Hahmeyer ML, Einaudi G, Porchietto E, Rubeo C, Marzani E, Aragno M, da Silva-Santos JE, Cifani C, Fernandes D, Collino M. Pharmacological inhibition of CK2 by silmitasertib mitigates sepsis-induced circulatory collapse, thus improving septic outcomes in mice. Biomed Pharmacother 2024; 178:117191. [PMID: 39079263 DOI: 10.1016/j.biopha.2024.117191] [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: 05/27/2024] [Revised: 07/12/2024] [Accepted: 07/22/2024] [Indexed: 08/25/2024] Open
Abstract
Casein kinase II (CK2) has recently emerged as a pivotal mediator in the propagation of inflammation across various diseases. Nevertheless, its role in the pathogenesis of sepsis remains unexplored. Here, we investigated the involvement of CK2 in sepsis progression and the potential beneficial effects of silmitasertib, a selective and potent CK2α inhibitor, currently under clinical trials for COVID-19 and cancer. Sepsis was induced by caecal ligation and puncture (CLP) in four-month-old C57BL/6OlaHsd mice. One hour after the CLP/Sham procedure, animals were assigned to receive silmitasertib (50 mg/kg/i.v.) or vehicle. Plasma/organs were collected at 24 h for analysis. A second set of experiments was performed for survival rate over 120 h. Septic mice developed multiorgan failure, including renal dysfunction due to hypoperfusion (reduced renal blood flow) and increased plasma levels of creatinine. Renal derangements were associated with local overactivation of CK2, and downstream activation of the NF-ĸB-iNOS-NO axis, paralleled by a systemic cytokine storm. Interestingly, all markers of injury/inflammation were mitigated following silmitasertib administration. Additionally, when compared to sham-operated mice, sepsis led to vascular hyporesponsiveness due to an aberrant systemic and local release of NO. Silmitasertib restored sepsis-induced vascular abnormalities. Overall, these pharmacological effects of silmitasertib significantly reduced sepsis mortality. Our findings reveal, for the first time, the potential benefits of a selective and potent CK2 inhibitor to counteract sepsis-induced hyperinflammatory storm, vasoplegia, and ultimately prolonging the survival of septic mice, thus suggesting a pivotal role of CK2 in sepsis and silmitasertib as a novel powerful pharmacological tool for drug repurposing in sepsis.
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Affiliation(s)
- Gustavo Ferreira Alves
- Department of Neurosciences (Rita Levi Montalcini), University of Turin, Turin, Italy; Department of Pharmacology, Federal University of Santa Catarina, Florianópolis, Brazil; Pharmacology Unit, School of Pharmacy, University of Camerino, Camerino, Italy
| | - Eleonora Aimaretti
- Department of Clinical and Biological Sciences, University of Turin, Turin, Italy
| | | | - Giacomo Einaudi
- Pharmacology Unit, School of Pharmacy, University of Camerino, Camerino, Italy
| | - Elisa Porchietto
- Pharmacology Unit, School of Pharmacy, University of Camerino, Camerino, Italy
| | - Chiara Rubeo
- Department of Clinical and Biological Sciences, University of Turin, Turin, Italy
| | - Enrica Marzani
- Department of Neurosciences (Rita Levi Montalcini), University of Turin, Turin, Italy
| | - Manuela Aragno
- Department of Clinical and Biological Sciences, University of Turin, Turin, Italy
| | | | - Carlo Cifani
- Pharmacology Unit, School of Pharmacy, University of Camerino, Camerino, Italy
| | - Daniel Fernandes
- Department of Pharmacology, Federal University of Santa Catarina, Florianópolis, Brazil
| | - Massimo Collino
- Department of Neurosciences (Rita Levi Montalcini), University of Turin, Turin, Italy.
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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] [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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Wang Y, Cui C, Zhao W, Tian X, Liu P, Wei L, Zhu Z, Liu M, Fu R, Jia L. WIP1-mediated regulation of p38 MAPK signaling attenuates pyroptosis in sepsis-associated acute kidney injury. Immunobiology 2024; 229:152832. [PMID: 38943814 DOI: 10.1016/j.imbio.2024.152832] [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: 01/27/2024] [Revised: 06/12/2024] [Accepted: 06/25/2024] [Indexed: 07/01/2024]
Abstract
Wild-Type p53-Induced Phosphatase 1 (WIP1/PPM1D) is a serine/threonine phosphatase that plays a significant role in various physiological processes. However, the involvement of WIP1 in kidney remains unclear. Lipopolysaccharide (LPS) was administered to induce acute injury in mice and human kidney 2 (HK2) cells in the study. The WIP1 inhibitor, CCT007093, was administered both in vitro and in vivo to assess its effect on kidney. The single-cell sequencing (scRNA-seq) data revealed that Ppm1d mRNA reached peak on day 2 following unilateral ischemia-reperfusion injury (uni-IRI) in mice, especially in the proximal renal tubules during repair phase. Compared to the control group, WIP1 protein exhibited a significant increase in renal tubules of patients with acute tubular injury (ATI) and mice with LPS-induced acute kidney injury (AKI), as well as in LPS-injured HK2 cells. In vitro experiments showed that CCT007093 increased the protein levels of NLRP3, cleaved-Caspase1, GSDMD-N and IL-1β in HK2 cells and further reduced the viability of LPS-stimulated HK2 cells. In vivo experiments showed that inhibition of WIP1 activity with CCT007093 further increased cleaved-Caspase1, GSDMD-N protein levels in kidney tissue from mice with LPS-induced AKI. In addition, LPS induces phosphorylation of p38 MAPK, a key regulator of pyroptosis, which is further activated by CCT007093. In conclusion, inhibition of WIP1 activity acts as a positive regulator of renal tubular pyroptosis mainly through the mediation of phospho-p38 MAPK.
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Affiliation(s)
- Yinhong Wang
- Department of Nephrology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
| | - Chenkai Cui
- Department of Nephrology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
| | - Weihao Zhao
- Department of Nephrology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
| | - Xuefei Tian
- Section of Nephrology, Department of Internal medicine, Yale University School of Medicine, New Haven, CT, USA
| | - Pengfei Liu
- National & Local Joint Engineering Research Center of Biodiagnosis and Biotherapy, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
| | - Linting Wei
- Department of Nephrology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
| | - Zikun Zhu
- Department of Computer Science, School of Computing & Department of Electrical and Computer Engineering, National University of Singapore, Singapore
| | - Ming Liu
- The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
| | - Rongguo Fu
- Department of Nephrology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China.
| | - Lining Jia
- Department of Nephrology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China.
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Liu C, Wei W, Huang Y, Fu P, Zhang L, Zhao Y. Metabolic reprogramming in septic acute kidney injury: pathogenesis and therapeutic implications. Metabolism 2024; 158:155974. [PMID: 38996912 DOI: 10.1016/j.metabol.2024.155974] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/10/2024] [Revised: 07/06/2024] [Accepted: 07/09/2024] [Indexed: 07/14/2024]
Abstract
Acute kidney injury (AKI) is a frequent and severe complication of sepsis and is characterized by significant mortality and morbidity. However, the pathogenesis of septic acute kidney injury (S-AKI) remains elusive. Metabolic reprogramming, which was originally referred to as the Warburg effect in cancer, is strongly related to S-AKI. At the onset of sepsis, both inflammatory cells and renal parenchymal cells, such as macrophages, neutrophils and renal tubular epithelial cells, undergo metabolic shifts toward aerobic glycolysis to amplify proinflammatory responses and fortify cellular resilience to septic stimuli. As the disease progresses, these cells revert to oxidative phosphorylation, thus promoting anti-inflammatory reactions and enhancing functional restoration. Alterations in mitochondrial dynamics and metabolic reprogramming are central to the energetic changes that occur during S-AKI. In this review, we summarize the current understanding of the pathogenesis of metabolic reprogramming in S-AKI, with a focus on each cell type involved. By identifying relevant key regulatory factors, we also explored potential metabolic reprogramming-related therapeutic targets for the management of S-AKI.
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Affiliation(s)
- Caihong Liu
- Department of Nephrology, Institute of Kidney Diseases, West China Hospital of Sichuan University, Chengdu 610041, China
| | - Wei Wei
- Department of Nephrology, Institute of Kidney Diseases, West China Hospital of Sichuan University, Chengdu 610041, China
| | - Yongxiu Huang
- Department of Nephrology, Institute of Kidney Diseases, West China Hospital of Sichuan University, Chengdu 610041, China
| | - Ping Fu
- Department of Nephrology, Institute of Kidney Diseases, West China Hospital of Sichuan University, Chengdu 610041, China
| | - Ling Zhang
- Department of Nephrology, Institute of Kidney Diseases, West China Hospital of Sichuan University, Chengdu 610041, China
| | - Yuliang Zhao
- Department of Nephrology, Institute of Kidney Diseases, West China Hospital of Sichuan University, Chengdu 610041, China.
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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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Zhan Z, Lian Z, Bai H. Dexamethasone inhibited angiotensin II and its receptors to reduce sepsis-induced lung and kidney injury in rats. PLoS One 2024; 19:e0308557. [PMID: 39178201 PMCID: PMC11343412 DOI: 10.1371/journal.pone.0308557] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2021] [Accepted: 07/25/2024] [Indexed: 08/25/2024] Open
Abstract
OBJECTIVES To investigate the effect of dexamethasone (DXM) on acute lung and kidney injury with sepsis and its possible mechanism. METHODS Control (NC), lipopolysaccharide (LPS) and lipopolysaccharide + dexamethasone (LPS+DXM) treated groups were established by random assignment of 72 Wistar rats. The NC rats were injected with physiological saline, while the LPS group was injected with LPS (5 mg/kg) and LPS+DXM group was injected with LPS(5 mg/kg) first and followed by DXM (1 mg/kg). Serum tumor necrosis factor-α (TNF-α) and serum macrophage inflammatory protein 1α (MIP-1α) were measured by ELISA. Lung wet/dry weight ratio, serum creatinine(SCR) and blood urea nitrogen(BUN) were determined at various time points. Hematoxylin Eosin staining (HE) for pathological changes in the lung and kidney. Radioimmunoassay was used to detect the levels of angiotensin II (Ang II) in plasma, lung and kidney tissues. Immunohistochemistry and western blot (WB) were used to detect angiotensin II receptor type 1 (AT1R) protein and angiotensin II receptor type 2 (AT2R) protein in lung and kidney tissues. The level of nitric oxide (NO) in serum, lung and kidney were detected using nitrate reductase method. RESULTS Compared with control group, serum TNF-α, MIP-1α, SCR, BUN, lung W/D, Ang II level in plasma, lung and kidney, lung and kidney AT2R protein, NO level in serum, lung and kidney were significantly elevated(P<0.05) and pathological damage of lung and kidney tissues were showed in LPS group rats (P<0.05), whereas DXM down-regulated the above indexes and alleviate pathological damage of lung and kidney tissues. However, the expression of the lung and kidney AT1R protein was opposite to the above results. CONCLUSIONS Sepsis can cause acute lung and kidney injury and changes RAAS components in circulating, lung and renal. DXM can improve acute lung and kidney injury in septic rats, and the mechanism may be related to the down-regulation of inflammatory factors, AngII, AT2R, NO and up-regulation of AT1R expression by DXM.
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Affiliation(s)
- Zhuqin Zhan
- Department of Nephrology, Children’s Hospital of Fudan University (Xiamen Branch), Xiamen Children’s Hospital, Xiamen, China
| | - Zhulan Lian
- Department of Pediatrics, The First Affiliated Hospital of Xiamen University, Xiamen, China
- Pediatric Key Laboratory of Xiamen, Xiamen, China
- Institute of Pediatrics School of Medicine, Xiamen University, Xiamen, China
| | - Haitao Bai
- Department of Pediatrics, The First Affiliated Hospital of Xiamen University, Xiamen, China
- Pediatric Key Laboratory of Xiamen, Xiamen, China
- Institute of Pediatrics School of Medicine, Xiamen University, Xiamen, China
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Chen D, Wang LJ, Li HL, Feng F, Li JC, Liu L. Progress of heparanase in septic cardiomyopathy: A review. Medicine (Baltimore) 2024; 103:e38901. [PMID: 39151539 PMCID: PMC11332786 DOI: 10.1097/md.0000000000038901] [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: 01/22/2024] [Revised: 06/19/2024] [Accepted: 06/20/2024] [Indexed: 08/19/2024] Open
Abstract
Septic cardiomyopathy (SCM) is a severe complication caused by sepsis, resulting in a high mortality rate. The current understanding of the pathogenic mechanism of SCM primarily involves endocardial injury, microcirculation disturbance, mitochondrial dysfunction and fibrosis. Heparanase (HPA), an endo-β-D-glucuronidase, has been implicated in inflammation, immune response, coagulation promotion, microcirculation disturbance, mitochondrial dysfunction and fibrosis. Therefore, it was hypothesized that HPA may play an important role in the pathogenesis of SCM. The present study provides a summary of various pathophysiological changes and mechanisms behind the involvement of HPA in SCM. It also presents a novel perspective on the pathogenic mechanism, diagnosis and treatment of SCM.
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Affiliation(s)
- Di Chen
- The First Clinical Medical School of Lanzhou University, Lanzhou, Gansu, P. R. China
| | - Lin-Jun Wang
- The First Clinical Medical School of Lanzhou University, Lanzhou, Gansu, P. R. China
| | - Hong-Lei Li
- The First Clinical Medical School of Lanzhou University, Lanzhou, Gansu, P. R. China
| | - Fei Feng
- The First Clinical Medical School of Lanzhou University, Lanzhou, Gansu, P. R. China
| | - Jian-Chun Li
- The First Clinical Medical School of Lanzhou University, Lanzhou, Gansu, P. R. China
| | - Liping Liu
- The First Clinical Medical School of Lanzhou University, Lanzhou, Gansu, P. R. China
- Departments of Emergency Critical Care Medicine, The First Hospital of Lanzhou University, Lanzhou, Gansu, P. R. China
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Medica D, Quercia AD, Marengo M, Fanelli V, Castellano G, Fabbrini P, Migliori M, Merlotti G, Camussi G, Joannes-Boyau O, Honorè PM, Cantaluppi V. High-volume hemofiltration does not protect human kidney endothelial and tubular epithelial cells from septic plasma-induced injury. Sci Rep 2024; 14:18323. [PMID: 39112634 PMCID: PMC11306637 DOI: 10.1038/s41598-024-69202-z] [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: 02/02/2024] [Accepted: 08/01/2024] [Indexed: 08/10/2024] Open
Abstract
High volume hemofiltration (HVHF) could remove from plasma inflammatory mediators involved in sepsis-associated acute kidney injury (SA-AKI). The IVOIRE trial did not show improvements of outcome and organ dysfunction using HVHF. The aim of this study was to evaluate in vitro the biological effects of plasma of patients treated by HVHF or standard volume hemofiltration (SVHF). We evaluated leukocyte adhesion, apoptosis and functional alterations of endothelial cells (EC) and tubular epithelial cells (TEC). In vitro data were correlated with plasma levels of TNF-α, Fas-Ligand (FasL), CD40-Ligand (CD40L), von Willebrand Factor (vWF) and endothelial-derived microparticles. An experimental model of in vitro hemofiltration using LPS-activated blood was established to assess cytokine mass adsorption during HVHF or SVHF. Plasma concentrations of TNF-ɑ, FasL, CD40L and von Willebrand Factor (vWF) were elevated at the start (d1h0) of both HVHF and SVHF, significantly decreased after 6 h (d1h6), remained stable after 12 h (d1h12) and then newly increased at 48 h (d3h0). Plasma levels of all these molecules were similar between HVHF- and SVHF-treated patients at all time points considered. In addition, the levels of endothelial microparticles remained always elevated, suggesting the presence of a persistent microvascular injury. Plasma from septic patients induced leukocyte adhesion on EC and TEC through up-regulation of adhesion receptors. Moreover, on EC, septic plasma induced a cytotoxic and anti-angiogenic effect. On TEC, septic plasma exerted a direct pro-apoptotic effect via Fas up-regulation and caspase activation, loss of polarity, altered expression of megalin and tight junction molecules with an impaired ability to internalize albumin. The inhibition of plasma-induced cell injury was concomitant to the decrease of TNF-α, Fas-Ligand and CD40-Ligand levels. The protective effect of both HVHF and SVHF was time-limited, since a further increase of circulating mediators and plasma-induced cell injury was observed after 48 h (d3h0). No significant difference of EC/TEC damage were observed using HVHF- or SVHF-treated plasma. The in vitro hemofiltration model confirmed the absence of a significant modulation of cytokine adsorption between HVHF and SVHF. In comparison to SVHF, HVHF did not increase inflammatory cytokine clearance and did not reverse the detrimental effects of septic plasma-induced EC and TEC injury. Further studies using adsorptive membranes are needed to evaluate the potential role of high dose convective therapies in the limitation of the harmful activity of plasma soluble factors involved in SA-AKI.Trial registration IVOIRE randomized clinical trial; ClinicalTrials.gov (NCT00241228) (18/10/2005).
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Affiliation(s)
- Davide Medica
- Nephrology and Kidney Transplantation Unit, Department of Translational Medicine (DIMET), University of Piemonte Orientale (UPO), "Maggiore Della Carità" University Hospital, via Gen. P. Solaroli 17, 28100, Novara, Italy
| | | | | | - Vito Fanelli
- Anesthesiology and Intensive Care Unit, University of Torino, AOU Città della Salute e della Scienza, Torino, Italy
| | - Giuseppe Castellano
- Nephrology, Dialysis and Kidney Transplantation Unit, University of Milano, Milano, Italy
| | - Paolo Fabbrini
- Nephrology and Dialysis Unit, "Bassini" Hospital, ASST Nord Milano, Cinisello Balsamo, MI, Italy
| | - Massimiliano Migliori
- Nephrology and Dialysis Unit, Versilia Hospital, USL Toscana Nordovest, Camaiore, LU, Italy
| | - Guido Merlotti
- Nephrology and Kidney Transplantation Unit, Department of Translational Medicine (DIMET), University of Piemonte Orientale (UPO), "Maggiore Della Carità" University Hospital, via Gen. P. Solaroli 17, 28100, Novara, Italy
| | - Giovanni Camussi
- Department of Medical Sciences, University of Torino, Torino, Italy
| | - Olivier Joannes-Boyau
- Anesthesiology and Critical Care Department, University of Bordeaux 2, University Hospital of Bordeaux, Bordeaux, France
| | - Patrick M Honorè
- ICU Department, Louvain Medical School of Medicine, CHU UCL Namur Mont-Godinne, Campus Mont Godinne, Namur, Belgium
| | - Vincenzo Cantaluppi
- Nephrology and Kidney Transplantation Unit, Department of Translational Medicine (DIMET), University of Piemonte Orientale (UPO), "Maggiore Della Carità" University Hospital, via Gen. P. Solaroli 17, 28100, Novara, Italy.
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Oh W, Takkavatakarn K, Kittrell H, Shawwa K, Gomez H, Sawant AS, Tandon P, Kumar G, Sterling M, Hofer I, Chan L, Oropello J, Kohli-Seth R, Charney AW, Kraft M, Kovatch P, Kellum JA, Nadkarni GN, Sakhuja A. Development and Validation of a Policy Tree Approach for Optimizing Intravenous Fluids in Critically Ill Patients with Sepsis and Acute Kidney Injury. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.08.06.24311556. [PMID: 39148835 PMCID: PMC11326317 DOI: 10.1101/2024.08.06.24311556] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 08/17/2024]
Abstract
Purpose Intravenous fluids are mainstay of management of acute kidney injury (AKI) after sepsis but can cause fluid overload. Recent literature shows that restrictive fluid strategy may be beneficial in some patients with AKI, however, identifying these patients is challenging. We aimed to develop and validate a machine learning algorithm to identify patients who would benefit from a restrictive fluid strategy. Methods We included patients with sepsis who developed AKI within 48 hours of ICU admission and defined restrictive fluid strategy as receiving <500mL fluids within 24 hours after AKI. Our primary outcome was early AKI reversal within 48 hours of AKI onset, and secondary outcomes included sustained AKI reversal and major adverse kidney events (MAKE) at discharge. We used a causal forest, a machine learning algorithm to estimate individual treatment effects and policy tree algorithm to identify patients who would benefit by restrictive fluid strategy. We developed the algorithm in MIMIC-IV and validated it in eICU database. Results Among 2,091 patients in the external validation cohort, policy tree recommended restrictive fluids for 88.2%. Among these, patients who received restrictive fluids demonstrated significantly higher rate of early AKI reversal (48.2% vs 39.6%, p<0.001), sustained AKI reversal (36.7% vs 27.4%, p<0.001) and lower rates of MAKE by discharge (29.3% vs 35.1%, p=0.019). These results were consistent in adjusted analysis. Conclusion Policy tree based on causal machine learning can identify septic patients with AKI who benefit from a restrictive fluid strategy. This approach needs to be validated in prospective trials.
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Affiliation(s)
- Wonsuk Oh
- Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
- Division of Data-Driven and Digital Medicine, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Kullaya Takkavatakarn
- Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
- Division of Data-Driven and Digital Medicine, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
- Division of Nephrology, Department of Medicine, King Chulalongkorn Memorial Hospital, Chulalongkorn University, Bangkok, Thailand
| | - Hannah Kittrell
- Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Khaled Shawwa
- Division of Nephrology, Department of Medicine, West Virginia University, Morgantown, West Virginia, USA
| | - Hernando Gomez
- Department of Critical Care Medicine, School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Ashwin S. Sawant
- Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
- Division of Data-Driven and Digital Medicine, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
- Division of Hospital Medicine, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Pranai Tandon
- Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
- Division of Data-Driven and Digital Medicine, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Gagan Kumar
- Department of Pulmonary and Critical Care Medicine, Northeast Georgia Medical Center, Gainesville, Georgia, USA
| | - Michael Sterling
- Division of Pulmonary, Allergy and Critical Care Medicine, Department of Medicine, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Ira Hofer
- Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
- Division of Data-Driven and Digital Medicine, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
- Department of Anesthesiology, Perioperative and Pain Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Lili Chan
- Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
- Division of Data-Driven and Digital Medicine, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
- Division of Nephrology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - John Oropello
- Institute for Critical Care Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Roopa Kohli-Seth
- Institute for Critical Care Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Alexander W Charney
- Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
- Departments of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Monica Kraft
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Patricia Kovatch
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - John A. Kellum
- Department of Critical Care Medicine, School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Girish N. Nadkarni
- Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
- Division of Data-Driven and Digital Medicine, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
- Division of Nephrology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Ankit Sakhuja
- Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
- Division of Data-Driven and Digital Medicine, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
- Institute for Critical Care Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
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Yamamoto R, Yamakawa K, Yoshizawa J, Kaito D, Umemura Y, Homma K, Sasaki J. Urine Output and Development of Acute Kidney Injury in Sepsis: A Multicenter Observational Study. J Intensive Care Med 2024:8850666241268390. [PMID: 39094594 DOI: 10.1177/08850666241268390] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/04/2024]
Abstract
BACKGROUND Acute kidney injury (AKI) is common in sepsis and a urine output <0.5 mL/kg/h associated with increased mortality is incorporated into AKI diagnosis. We aimed to identify the urine-output threshold associated with increased AKI incidence and hypothesized that a higher urine output than a specified threshold, which differs from the predominantly used 0.5 mL/kg/h threshold, would be associated with an increased AKI incidence. METHODS This was a post-hoc analysis of a nationwide prospective observational study. This study included adult patients newly diagnosed with sepsis and requiring intensive care. Urine output on the day of sepsis diagnosis was categorized as low, moderate, or high (<0.5, 0.5-1.0, and >1.0 mL/kg/h, respectively), and we compared AKI incidence, renal replacement therapy (RRT) requirement, and 28-day survival by category. Estimated probabilities for these outcomes were also compared after adjusting for patient background and hourly fluid administration. RESULTS Among 172 eligible patients, AKI occurred in 46.3%, 48.3%, and 53.1% of those with high, moderate, and low urine output, respectively. The probability of AKI was lower in patients with high urine output than in those with low output (43.6% vs 56.5%; P = .028), whereas RRT requirement was lower in patients with high and moderate urine output (11.7% and 12.8% vs 49.1%; P < .001). Patients with low urine output demonstrated significantly lower survival (87.7% vs 82.8% and 67.8%; P = .018). Cubic spline curves for AKI, RRT, and survival prediction indicated different urine-output thresholds, including <1.2 to 1.3 mL/kg/h for AKI and <0.6 to 0.8 mL/kg/h for RRT and mortality risk. CONCLUSIONS Urine output >1.0 mL/kg/h on the day of sepsis diagnosis was associated with lower AKI incidence. The urine-output threshold was higher for developing AKI than for RRT requirement or mortality.
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Affiliation(s)
- Ryo Yamamoto
- Department of Emergency and Critical Care Medicine, Keio University School of Medicine, Tokyo, Japan
| | - Kazuma Yamakawa
- Department of Emergency and Critical Care Medicine, Osaka Medical and Pharmaceutical University, Osaka, Japan
| | - Jo Yoshizawa
- Department of Emergency and Critical Care Medicine, Keio University School of Medicine, Tokyo, Japan
| | - Daiki Kaito
- Department of Emergency and Critical Care Medicine, Keio University School of Medicine, Tokyo, Japan
| | - Yutaka Umemura
- Department of Traumatology and Acute Critical Medicine, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Koichiro Homma
- Department of Emergency and Critical Care Medicine, Keio University School of Medicine, Tokyo, Japan
| | - Junichi Sasaki
- Department of Emergency and Critical Care Medicine, Keio University School of Medicine, Tokyo, Japan
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Donaldson LH, Vlok R, Sakurai K, Burrows M, McDonald G, Venkatesh K, Bagshaw SM, Bellomo R, Delaney A, Myburgh J, Hammond NE, Venkatesh B. Quantifying the Impact of Alternative Definitions of Sepsis-Associated Acute Kidney Injury on its Incidence and Outcomes: A Systematic Review and Meta-Analysis. Crit Care Med 2024; 52:1264-1274. [PMID: 38557802 DOI: 10.1097/ccm.0000000000006284] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/04/2024]
Abstract
OBJECTIVES To derive a pooled estimate of the incidence and outcomes of sepsis-associated acute kidney injury (SA-AKI) in ICU patients and to explore the impact of differing definitions of SA-AKI on these estimates. DATA SOURCES Medline, Medline Epub, EMBASE, and Cochrane CENTRAL between 1990 and 2023. STUDY SELECTION Randomized clinical trials and prospective cohort studies of adults admitted to the ICU with either sepsis and/or SA-AKI. DATA EXTRACTION Data were extracted in duplicate. Risk of bias was assessed using adapted standard tools. Data were pooled using a random-effects model. Heterogeneity was assessed by using a single covariate logistic regression model. The primary outcome was the proportion of participants in ICU with sepsis who developed AKI. DATA SYNTHESIS A total of 189 studies met inclusion criteria. One hundred fifty-four reported an incidence of SA-AKI, including 150,978 participants. The pooled proportion of patients who developed SA-AKI across all definitions was 0.40 (95% CI, 0.37-0.42) and 0.52 (95% CI, 0.48-0.56) when only the Risk Injury Failure Loss End-Stage, Acute Kidney Injury Network, and Improving Global Outcomes definitions were used to define SA-AKI. There was significant variation in the incidence of SA-AKI depending on the definition of AKI used and whether AKI defined by urine output criteria was included; the incidence was lowest when receipt of renal replacement therapy was used to define AKI (0.26; 95% CI, 0.24-0.28), and highest when the Acute Kidney Injury Network score was used (0.57; 95% CI, 0.45-0.69; p < 0.01). Sixty-seven studies including 29,455 participants reported at least one SA-AKI outcome. At final follow-up, the proportion of patients with SA-AKI who had died was 0.48 (95% CI, 0.43-0.53), and the proportion of surviving patients who remained on dialysis was 0.10 (95% CI, 0.04-0.17). CONCLUSIONS SA-AKI is common in ICU patients with sepsis and carries a high risk of death and persisting kidney impairment. The incidence and outcomes of SA-AKI vary significantly depending on the definition of AKI used.
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Affiliation(s)
- Lachlan H Donaldson
- Critical Care Program, The George Institute for Global Health, Faculty of Medicine, UNSW Sydney, Kensington, NSW, Australia
- Malcolm Fisher Department of Intensive Care Medicine, Royal North Shore Hospital, St Leonards, NSW, Australia
| | - Ruan Vlok
- Malcolm Fisher Department of Intensive Care Medicine, Royal North Shore Hospital, St Leonards, NSW, Australia
| | - Ken Sakurai
- Malcolm Fisher Department of Intensive Care Medicine, Royal North Shore Hospital, St Leonards, NSW, Australia
| | - Morgan Burrows
- Intensive Care Unit, North Shore Private Hospital, St Leonards, NSW, Australia
| | - Gabrielle McDonald
- Malcolm Fisher Department of Intensive Care Medicine, Royal North Shore Hospital, St Leonards, NSW, Australia
| | - Karthik Venkatesh
- Critical Care Program, The George Institute for Global Health, Faculty of Medicine, UNSW Sydney, Kensington, NSW, Australia
- Malcolm Fisher Department of Intensive Care Medicine, Royal North Shore Hospital, St Leonards, NSW, Australia
| | - Sean M Bagshaw
- Department of Critical Care Medicine, Faculty of Medicine and Dentistry, University of Alberta and Alberta Health Services, Edmonton, AB, Canada
| | - Rinaldo Bellomo
- Department of Intensive Care, Royal Melbourne Hospital, Melbourne, VIC, Australia
- Department of Epidemiology and Preventive Medicine, Australian and New Zealand Intensive Care Research Centre, Monash University, Melbourne, VIC, Australia
| | - Anthony Delaney
- Critical Care Program, The George Institute for Global Health, Faculty of Medicine, UNSW Sydney, Kensington, NSW, Australia
- Malcolm Fisher Department of Intensive Care Medicine, Royal North Shore Hospital, St Leonards, NSW, Australia
| | - John Myburgh
- Critical Care Program, The George Institute for Global Health, Faculty of Medicine, UNSW Sydney, Kensington, NSW, Australia
- Department of Intensive Care Medicine, St George Hospital, Sydney, NSW, Australia
| | - Naomi E Hammond
- Critical Care Program, The George Institute for Global Health, Faculty of Medicine, UNSW Sydney, Kensington, NSW, Australia
- Malcolm Fisher Department of Intensive Care Medicine, Royal North Shore Hospital, St Leonards, NSW, Australia
| | - Balasubramanian Venkatesh
- Critical Care Program, The George Institute for Global Health, Faculty of Medicine, UNSW Sydney, Kensington, NSW, Australia
- Intensive Care Unit, Princess Alexandra and Wesley Hospitals, Brisbane, QLD, Australia
- Faculty of Medicine, University of Queensland, Brisbane, QLD, Australia
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Shimizu K, Yajima N, Yanai R, Wakabayashi K, Miwa Y, Matsuyama T. Prognostic Factors for Mortality in Patients With Autoimmune Diseases Complicated by Pneumocystis Pneumonia. Cureus 2024; 16:e67749. [PMID: 39318924 PMCID: PMC11421872 DOI: 10.7759/cureus.67749] [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: 08/25/2024] [Indexed: 09/26/2024] Open
Abstract
Objectives Pneumocystis pneumonia (PCP) has a poor prognosis in patients with autoimmune diseases. Additionally, the mortality of PCP in autoimmune diseases is higher than that of human immunodeficiency virus-PCP. Therefore, this study aimed to assess the risk factors associated with mortality in patients with autoimmune diseases complicated with PCP. Methods We conducted a retrospective observational study involving 38 patients treated for PCP at Showa University School of Medicine from January 2010 to August 2014. Diagnoses were established based on clinical symptoms, imaging, and laboratory tests, including hypoxemia (partial pressure of oxygen (PaO2) < 70 mmHg), chest computed tomography findings, elevated (1,3)-β-D-glucan, and positive Pneumocystis jiroveciipolymerase chain reaction tests from sputum samples. Data regarding patient demographics, underlying diseases, therapeutic interventions, and laboratory findings were collected. Statistical comparisons between survivors and non-survivors were performed using Fisher's exact probability test and Mann-Whitney U test for independence test with Stata/SE version 17.0 (StataCorp LLC, College Station, TX). Results The median age of the study group was 72.4 years old, with the majority having rheumatoid arthritis. Mortality occurred in 18% (seven out of 38) of cases. Factors associated with increased mortality include males, higher serum creatinine and C-reactive protein levels, lower albumin and immunoglobulin A levels, and lower PaO2/fraction of inspired oxygen (FiO2) ratio. No significant difference was observed in the rate of intratracheal intubation, ICU management, and hospitalization period. Prophylactic administration of trimethoprim-sulfamethoxazole (TMP-SMX) was not performed in any of the cases. Conclusions This study examined the risk of mortality for PCP in patients with autoimmune diseases. The male gender, low IgA and albumin levels, low PaO2/FiO2 ratio, as well as high creatinine and CRP levels, were identified as significant factors for poor prognosis. These factors can help identify patients at high risk for PCP and guide the consideration of prophylactic TMP-SMX administration. They may also provide insights into when to discontinue prophylactic treatment. Future studies should investigate the administration of prophylactic TMP-SMX. Additionally, the risk of mortality for PCP under the administration of new biological agents, such as anifrolumab, belimumab, and rituximab, or immunosuppressants, such as mycophenolate mofetil and voclosporin, should be evaluated. These findings can contribute to improving PCP prevention and treatment strategies in patients with autoimmune diseases, ultimately leading to better patient outcomes.
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Affiliation(s)
- Kunika Shimizu
- Division of Rheumatology, Department of Medicine, Showa University School of Medicine, Tokyo, JPN
| | - Nobuyuki Yajima
- Division of Rheumatology, Department of Medicine, Showa University School of Medicine, Tokyo, JPN
| | - Ryo Yanai
- Division of Rheumatology, Department of Medicine, Showa University School of Medicine, Tokyo, JPN
| | - Kuninobu Wakabayashi
- Division of Rheumatology, Department of Medicine, Showa University School of Medicine, Tokyo, JPN
| | - Yusuke Miwa
- Division of Rheumatology, Department of Medicine, Showa University School of Medicine, Tokyo, JPN
| | - Takaaki Matsuyama
- Department of Legal Medicine, Showa University School of Medicine, Tokyo, JPN
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Okamoto K, Fukushima H, Kawaguchi M, Tsuruya K. Low-Dose Continuous Kidney Replacement Therapy and Mortality in Critically Ill Patients With Acute Kidney Injury: A Retrospective Cohort Study. Am J Kidney Dis 2024; 84:145-153.e1. [PMID: 38490319 DOI: 10.1053/j.ajkd.2024.01.526] [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: 08/04/2023] [Revised: 01/07/2024] [Accepted: 01/20/2024] [Indexed: 03/17/2024]
Abstract
RATIONALE & OBJECTIVE Continuous kidney replacement therapy (CKRT) is preferred when available for hemodynamically unstable acute kidney injury (AKI) patients in the intensive care unit (ICU). The Kidney Disease: Improving Global Outcomes (KDIGO) guidelines recommend a delivered CKRT dose of 20-25mL/kg/h; however, in Japan the doses are typically below this recommendation due to government health insurance system restrictions. This study investigated the association between mortality and dose of CKRT. STUDY DESIGN Single-center retrospective cohort study. SETTING & PARTICIPANTS Critically ill patients with AKI treated with CKRT at a tertiary Japanese university hospital between January 1, 2012, and December 31, 2021. EXPOSURE Delivered CKRT doses below or above the median. OUTCOME 90-day mortality after CKRT initiation. ANALYTICAL APPROACH Multivariable Cox regression analysis and Kaplan-Meier analysis. RESULTS The study population consisted of 494 patients. The median age was 72 years, and 309 patients (62.6%) were men. Acute tubular injury was the leading cause of AKI, accounting for 81.8%. The median delivered CKRT dose was 13.2mL/kg/h. Among the study participants, 456 (92.3%) received delivered CKRT doses below 20mL/kg/h, and 204 (41.3%) died within 90 days after CKRT initiation. Multivariable Cox regression analysis revealed increased mortality in the below-median group (HR, 1.73 [95% CI, 1.19-2.51], P=0.004). Additionally, a significant, inverse, nonlinear association between 90-day mortality and delivered CKRT dose was observed using delivered CKRT dose as a continuous variable. LIMITATIONS Single-center, retrospective, observational study. CONCLUSIONS A lower delivered CKRT dose was independently associated with higher 90-day mortality among critically ill patients who mostly received dosing below the current KDIGO recommendations. PLAIN-LANGUAGE SUMMARY The Kidney Disease: Improving Global Outcomes (KDIGO) guidelines recommend delivering a continuous kidney replacement therapy (CKRT) dose of 20-25mL/kg/h. However, it is not clear if it is safe to use delivered CKRT doses below this recommendation. In this study, over 90% of the patients received CKRT with a delivered dose below the KDIGO recommendation. We divided these patients into 2 groups based on the median delivered CKRT dose. Our findings show that a delivered CKRT dose below the median was associated with increased risk of death within 90 days. These findings show that a lower delivered CKRT dose was independently associated with higher 90-day mortality among critically ill patients who mostly received dosing below current KDIGO recommendations.
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Affiliation(s)
- Keisuke Okamoto
- Department of Nephrology, Nara Medical University, Nara, Japan.
| | - Hidetada Fukushima
- Department of Emergency and Critical Care Medicine, Nara Medical University, Nara, Japan
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Fiorentino M, Philippe R, Palumbo CA, Prenna S, Cantaluppi V, Rosa SD. Epigenetic Mechanisms in Sepsis-Associated Acute Kidney Injury. Semin Respir Crit Care Med 2024; 45:491-502. [PMID: 39208853 DOI: 10.1055/s-0044-1789240] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/04/2024]
Abstract
Sepsis, the dysregulated immune response of the host to infections, leads to numerous complications, including multiple organ dysfunction with sepsis-associated acute kidney injury (SA-AKI) being a frequent complication associated with increased risk of mortality and the progression toward chronic kidney disease (CKD). Several mechanisms have been widely investigated in understanding the complex pathophysiology of SA-AKI, including hemodynamic alterations, inflammation, oxidative stress, and direct cellular injury driven by pathogens or cell-derived products (pathogen-associated molecular patterns and damage-associated molecular patterns). Despite advancements in the management of septic patients, the prognosis of SA-AKI patients remains significantly poor and is associated with high in-hospital mortality and adverse long-term outcomes. Therefore, recent research has focused on the early identification of specific SA-AKI endotypes and subphenotypes through epigenetic analysis and the use of potential biomarkers, either alone or in combination with clinical data, to improve prognosis. Epigenetic regulation, such as DNA methylation, histone modifications, and noncoding RNA modulation, is crucial in modulating gene expression in response to stress and renal injury in SA-AKI. At the same time, these modifications are dynamic and reversible processes that can alter gene expression in several pathways implicated in the context of SA-AKI, including inflammation, immune response, and tolerance status. In addition, specific epigenetic modifications may exacerbate renal damage by causing persistent inflammation or cellular metabolic reprogramming, leading to progression toward CKD. This review aims to provide a comprehensive understanding of the epigenetic characteristics that define SA-AKI, also exploring targeted therapies that can improve patient outcomes and limit the chronic progression of this syndrome.
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Affiliation(s)
- Marco Fiorentino
- Nephrology, Dialysis and Transplantation Unit, Department of Precision and Regenerative Medicine and Ionian Area (DiMePRe-J), University of Bari "Aldo Moro," Bari, Italy
| | - Reginald Philippe
- Centre for Medical Sciences - CISMed, University of Trento, Trento, Italy
| | - Carmen A Palumbo
- Nephrology, Dialysis and Transplantation Unit, Department of Precision and Regenerative Medicine and Ionian Area (DiMePRe-J), University of Bari "Aldo Moro," Bari, Italy
| | - Stefania Prenna
- Department of Anesthesia and Intensive Care, Santa Chiara Hospital, APSS Trento, Trento, Italy
| | - Vincenzo Cantaluppi
- Nephrology and Kidney Transplantation Unit, Department of Translational Medicine (DIMET), University of Piemonte Orientale (UPO), "Maggiore della Carità" University Hospital, Novara, Italy
| | - Silva De Rosa
- Centre for Medical Sciences - CISMed, University of Trento, Trento, Italy
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Steenvoorden TS, Rood JAJ, Bemelman FJ, Armstrong Jr. R, Leuvenink HGD, van der Heijden JW, Vogt L. Alkaline phosphatase treatment of acute kidney injury-an update. Nephrol Dial Transplant 2024; 39:1239-1247. [PMID: 38400561 PMCID: PMC11334066 DOI: 10.1093/ndt/gfae028] [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: 11/02/2023] [Indexed: 02/25/2024] Open
Abstract
Through improved insights into the increasing incidence and detrimental effects of acute kidney injury (AKI), its clinical relevance has become more and more apparent. Although treatment strategies for AKI have also somewhat improved, an adequate remedy still does not exist. Finding one is complicated by a multifactorial pathophysiology and by heterogeneity in the patient population. Alkaline phosphatase (ALP) has been suggested as a therapy for sepsis-associated AKI because of its protective effects against lipopolysaccharide (LPS)-induced inflammation and kidney injury in animals. However, its effectiveness as an AKI treatment has not been demonstrated definitively. Because the anti-inflammatory properties of ALP are likely not reliant on a direct effect on LPS itself, we postulate that other pathways are much more important in explaining the renoprotective properties ascribed to ALP. The re-evaluation of which properties of the ALP enzyme are responsible for the benefit seen in the lab is an important step in determining where the true potential of ALP as a treatment strategy for AKI in the clinic lies. In this review we will discuss how ALP can prevent activation of harmful pro-inflammatory receptors, redirect cell-cell signalling and protect barrier tissues, which together form the basis for current knowledge of the role of ALP in the kidney. With this knowledge in mind and by analysing currently available clinical evidence, we propose directions for new research that can determine whether ALP as a treatment strategy for AKI has a future in the clinical field.
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Affiliation(s)
- Thei S Steenvoorden
- Department of Internal Medicine, Section Nephrology, Amsterdam UMC, location AMC, Amsterdam Cardiovascular Sciences, University of Amsterdam, Amsterdam, The Netherlands
| | - Janneke A J Rood
- Department of Internal Medicine, Section Nephrology, Amsterdam UMC, location VU University Medical Center, Amsterdam, Vrije Universiteit, Amsterdam, The Netherlands
| | - Frederike J Bemelman
- Department of Internal Medicine, Section Nephrology, Amsterdam UMC, location AMC, Amsterdam Cardiovascular Sciences, University of Amsterdam, Amsterdam, The Netherlands
| | - Roberto Armstrong Jr.
- Department of Surgery, University Medical Center Groningen, Groningen, The Netherlands
| | - Henri G D Leuvenink
- Department of Surgery, University Medical Center Groningen, Groningen, The Netherlands
| | | | - Liffert Vogt
- Department of Internal Medicine, Section Nephrology, Amsterdam UMC, location AMC, Amsterdam Cardiovascular Sciences, University of Amsterdam, Amsterdam, The Netherlands
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Lorenzin A, de Cal M, Perin N, Morisi N, Brendolan A, Lentini P, Zanella M, Ronco C. Human Proenkephalin A 119-159 (penKid) in Extracorporeal Therapies: Ex vivo Sieving Coefficient, Diffusive Clearance, and Hemoadsorption Kinetics. Blood Purif 2024; 53:773-780. [PMID: 39068927 DOI: 10.1159/000540061] [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: 03/05/2024] [Accepted: 06/24/2024] [Indexed: 07/30/2024]
Abstract
INTRODUCTION Enkephalins, endogenous opioid peptides, are involved in the regulation of renal function. One derived molecule, proenkephalin A, also known as penKid, has been demonstrated to be a reliable biomarker for kidney function and its plasma concentration correlates with measured glomerular filtration rate. penKid is used for prediction and diagnosis of AKI and need of renal replacement therapy (RRT). penKid has also been used to predict the successful weaning from RRT in patients with AKI. Whether the concentration of penKid is affected or not by RRT is a controversial point and there are no studies describing the kinetics of the molecule in such conditions. The low molecular weight (4.5 kDa) would imply free removal by the glomerulus and the dialysis membranes. During RRT, this reduction could not be detected in clinical practice due to the complex kinetics involving either low dialytic clearance or increased production in response to impaired kidney function. The aim of this study was to determine the sieving coefficient and the diffusive clearance of the penKid molecule in conditions of in vitro continuous veno-venous hemofiltration (CVVH) and continuous veno-venous hemodialysis (CVVHD), respectively, and also the penKid removal ratio in conditions of in vitro hemoadsorption (HA) using a synthetic microporous resin. METHODS Blood spiked with a lyophilized penKid peptide solved in 20 mm dipotassium phosphate and 6 mm disodium EDTA [pH 8] to reach target concentrations is used as testing solution. In each experiment, the blood batch was adjusted at a volume of 1,000 mL, maintained at 37°, and continuously stirred. Samples were collected from blood, ultrafiltrate, and spent dialysate at different times during the experiments. Sieving, clearance, and removal ratio were calculated. RESULTS Significant removal of penKid was observed in CVVH (sieving 1.04 ± 0.27), in CVVHD (clearance 23.08 ± 0.89), and in HA (removal ratio 76.1 ± 1% after 120 min). CONCLUSION penKid is effectively removed by extracorporeal therapies. In presence of anuria, penKid generation kinetics can be calculated based on extracorporeal removal and volume variation. In steady state conditions, declining values may be the result of an initial renal function recovery and may suggest discontinuation and successful liberation from RRT.
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Affiliation(s)
- Anna Lorenzin
- International Renal Research Institute of Vicenza (IRRIV), San Bortolo Hospital, Vicenza, Italy
- Department of Nephrology Dialysis and Transplantation, San Bortolo Hospital, Vicenza, Italy
| | - Massimo de Cal
- International Renal Research Institute of Vicenza (IRRIV), San Bortolo Hospital, Vicenza, Italy
- Department of Nephrology Dialysis and Transplantation, San Bortolo Hospital, Vicenza, Italy
| | - Natascha Perin
- International Renal Research Institute of Vicenza (IRRIV), San Bortolo Hospital, Vicenza, Italy
- Department of Nephrology Dialysis and Transplantation, San Bortolo Hospital, Vicenza, Italy
| | - Niccolò Morisi
- International Renal Research Institute of Vicenza (IRRIV), San Bortolo Hospital, Vicenza, Italy
- Surgical, Medical and Dental Department of Morphological Sciences, Section of Nephrology, University of Modena and Reggio Emilia, Modena, Italy
| | - Alessandra Brendolan
- International Renal Research Institute of Vicenza (IRRIV), San Bortolo Hospital, Vicenza, Italy
| | - Paolo Lentini
- Department of Nephrology, San Bassiano Hospital, Bassano del Grappa, Italy
| | - Monica Zanella
- Department of Nephrology Dialysis and Transplantation, San Bortolo Hospital, Vicenza, Italy
| | - Claudio Ronco
- International Renal Research Institute of Vicenza (IRRIV), San Bortolo Hospital, Vicenza, Italy
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He RB, Li W, Yao R, Xu MY, Dong W, Chen Y, Ni WJ, Xie SS, Sun ZH, Li C, Liu D, Li SJ, Ji ML, Ru YX, Zhao T, Zhu Q, Wen JG, Li J, Jin J, Yao RS, Meng XM. Aurantiamide mitigates acute kidney injury by suppressing renal necroptosis and inflammation via GRPR-dependent mechanism. Int Immunopharmacol 2024; 139:112745. [PMID: 39059099 DOI: 10.1016/j.intimp.2024.112745] [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: 04/15/2024] [Revised: 07/15/2024] [Accepted: 07/20/2024] [Indexed: 07/28/2024]
Abstract
Acute kidney injury (AKI) manifests as a clinical syndrome characterised by the rapid accumulation of metabolic wastes, such as blood creatinine and urea nitrogen, leading to a sudden decline in renal function. Currently, there is a lack of specific therapeutic drugs for AKI. Previously, we identified gastrin-releasing peptide receptor (GRPR) as a pathogenic factor in AKI. In this study, we investigated the therapeutic potential of a novel Chinese medicine monomer, aurantiamide (AA), which exhibits structural similarities to our previously reported GRPR antagonist, RH-1402. We compared the therapeutic efficacy of AA with RH-1402 both in vitro and in vivo using various AKI models. Our results demonstrated that, in vitro, AA attenuated injury, necroptosis, and inflammatory responses in human renal tubular epithelial cells subjected to repeated hypoxia/reoxygenation and lipopolysaccharide stimulation. In vivo, AA ameliorated renal tubular injury and inflammation in mouse models of ischemia/reperfusion and cecum ligation puncture-induced AKI, surpassing the efficacy of RH-1402. Furthermore, molecular docking and cellular thermal shift assay confirmed GRPR as a direct target of AA, which was further validated in primary cells. Notably, in GRPR-silenced HK-2 cells and GRPR systemic knockout mice, AA failed to mitigate renal inflammation and injury, underscoring the importance of GRPR in AA's mechanism of action. In conclusion, our study has demonstrated that AA serve as a novel antagonist of GRPR and a promising clinical candidate for AKI treatment.
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Affiliation(s)
- Ruo-Bing He
- Inflammation and Immune Mediated Diseases Laboratory of Anhui Province, The Key Laboratory of Anti-inflammatory of Immune Medicines, Ministry of Education, Anhui Institute of Innovative Drugs, School of Pharmacy, Anhui Medical University, Hefei 230032, China
| | - Wei Li
- Inflammation and Immune Mediated Diseases Laboratory of Anhui Province, The Key Laboratory of Anti-inflammatory of Immune Medicines, Ministry of Education, Anhui Institute of Innovative Drugs, School of Pharmacy, Anhui Medical University, Hefei 230032, China
| | - Rui Yao
- Department of Urology, the First Affiliated Hospital of Anhui Medical University, Institute of Urology, Anhui Medical University, Anhui Province Key Laboratory of Urological and Andrological Diseases Research and Medical Transformation, Hefei 230022, China
| | - Meng-Ying Xu
- Inflammation and Immune Mediated Diseases Laboratory of Anhui Province, The Key Laboratory of Anti-inflammatory of Immune Medicines, Ministry of Education, Anhui Institute of Innovative Drugs, School of Pharmacy, Anhui Medical University, Hefei 230032, China
| | - Wei Dong
- Department of Pediatrics, Second Clinical School of Medicine, Anhui Medical University, Hefei, China
| | - Ying Chen
- Inflammation and Immune Mediated Diseases Laboratory of Anhui Province, The Key Laboratory of Anti-inflammatory of Immune Medicines, Ministry of Education, Anhui Institute of Innovative Drugs, School of Pharmacy, Anhui Medical University, Hefei 230032, China
| | - Wei-Jian Ni
- Department of Pharmacy, Centre for Leading Medicine and Advanced Technologies of IHM, Anhui Provincial Hospital, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, 230001, China; Anhui Provincial Key Laboratory of Precision Pharmaceutical Preparations and Clinical Pharmacy, Hefei, Anhui, 230001, China
| | - Shuai-Shuai Xie
- Inflammation and Immune Mediated Diseases Laboratory of Anhui Province, The Key Laboratory of Anti-inflammatory of Immune Medicines, Ministry of Education, Anhui Institute of Innovative Drugs, School of Pharmacy, Anhui Medical University, Hefei 230032, China
| | - Zheng-Hao Sun
- Inflammation and Immune Mediated Diseases Laboratory of Anhui Province, The Key Laboratory of Anti-inflammatory of Immune Medicines, Ministry of Education, Anhui Institute of Innovative Drugs, School of Pharmacy, Anhui Medical University, Hefei 230032, China; School of Basic Medicine, Anhui Medical University, Hefei 230032, China
| | - Chao Li
- Inflammation and Immune Mediated Diseases Laboratory of Anhui Province, The Key Laboratory of Anti-inflammatory of Immune Medicines, Ministry of Education, Anhui Institute of Innovative Drugs, School of Pharmacy, Anhui Medical University, Hefei 230032, China
| | - Dong Liu
- Inflammation and Immune Mediated Diseases Laboratory of Anhui Province, The Key Laboratory of Anti-inflammatory of Immune Medicines, Ministry of Education, Anhui Institute of Innovative Drugs, School of Pharmacy, Anhui Medical University, Hefei 230032, China
| | - Shuang-Jian Li
- Inflammation and Immune Mediated Diseases Laboratory of Anhui Province, The Key Laboratory of Anti-inflammatory of Immune Medicines, Ministry of Education, Anhui Institute of Innovative Drugs, School of Pharmacy, Anhui Medical University, Hefei 230032, China
| | - Ming-Lu Ji
- Inflammation and Immune Mediated Diseases Laboratory of Anhui Province, The Key Laboratory of Anti-inflammatory of Immune Medicines, Ministry of Education, Anhui Institute of Innovative Drugs, School of Pharmacy, Anhui Medical University, Hefei 230032, China
| | - Ya-Xin Ru
- Inflammation and Immune Mediated Diseases Laboratory of Anhui Province, The Key Laboratory of Anti-inflammatory of Immune Medicines, Ministry of Education, Anhui Institute of Innovative Drugs, School of Pharmacy, Anhui Medical University, Hefei 230032, China
| | - Tian Zhao
- Inflammation and Immune Mediated Diseases Laboratory of Anhui Province, The Key Laboratory of Anti-inflammatory of Immune Medicines, Ministry of Education, Anhui Institute of Innovative Drugs, School of Pharmacy, Anhui Medical University, Hefei 230032, China
| | - Qi Zhu
- Inflammation and Immune Mediated Diseases Laboratory of Anhui Province, The Key Laboratory of Anti-inflammatory of Immune Medicines, Ministry of Education, Anhui Institute of Innovative Drugs, School of Pharmacy, Anhui Medical University, Hefei 230032, China
| | - Jia-Gen Wen
- Inflammation and Immune Mediated Diseases Laboratory of Anhui Province, The Key Laboratory of Anti-inflammatory of Immune Medicines, Ministry of Education, Anhui Institute of Innovative Drugs, School of Pharmacy, Anhui Medical University, Hefei 230032, China
| | - Jun Li
- Inflammation and Immune Mediated Diseases Laboratory of Anhui Province, The Key Laboratory of Anti-inflammatory of Immune Medicines, Ministry of Education, Anhui Institute of Innovative Drugs, School of Pharmacy, Anhui Medical University, Hefei 230032, China
| | - Juan Jin
- Department of Pharmacology, School of Basic Medical Sciences, Key Laboratory of Anti-inflammatory and Immunopharmacology, Ministry of Education, Anhui Medical University, Hefei 230032, China.
| | - Ri-Sheng Yao
- School of Food and Biological Engineering, Hefei University of Technology, Hefei 230009, China.
| | - Xiao-Ming Meng
- Inflammation and Immune Mediated Diseases Laboratory of Anhui Province, The Key Laboratory of Anti-inflammatory of Immune Medicines, Ministry of Education, Anhui Institute of Innovative Drugs, School of Pharmacy, Anhui Medical University, Hefei 230032, China.
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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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Cui K, Feng S, Mao Y, Luo H, Yang J, Xu R, Bai L. The association between blood urea nitrogen to albumin ratio and the 28 day mortality in tuberculosis patients complicated by sepsis. Sci Rep 2024; 14:16430. [PMID: 39013924 PMCID: PMC11252304 DOI: 10.1038/s41598-024-65622-z] [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: 02/07/2024] [Accepted: 06/21/2024] [Indexed: 07/18/2024] Open
Abstract
The relationship between blood urea nitrogen to albumin ratio (BAR) and the prognosis of patients with tuberculosis (TB) complicated by sepsis remains unclear. This study aimed to explore the association between BAR and overall patient prognosis. This was a retrospective cohort study of patients with TB complicated by sepsis who were admitted to the intensive care unit (ICU) of the Public Health Clinical Center of Chengdu between January 2019 and February 2023. The relationship between BAR values and prognosis in these patients was investigated using multivariate Cox regression, stratified analysis with interaction, restricted cubic spline (RCS), and threshold effect analysis. Sensitivity analyses were conducted to assess the robustness of the results. Our study included 537 TB patients complicated by sepsis admitted in the ICU, with a median age of 63.0 (48.0, 72.0) years; 76.7% of whom were men. The multivariate-restricted cubic spline analysis showed a non-linear association between BAR and patient prognosis. In the threshold analysis, we found that TB patients complicated by sepsis and a BAR < 7.916 mg/g had an adjusted hazard ratio (HR) for prognosis of 1.163 (95% CI 1.038-1.303; P = 0.009). However, when the BAR was ≥ 7.916 mg/g, there was no significant increase in the risk of death. The results of the sensitivity analysis were stable.
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Affiliation(s)
- Kunping Cui
- Center of Infectious Diseases, West China Hospital of Sichuan University, Chengdu, 610041, Sichuan, China
| | - Shuang Feng
- Ultrasonic Medicine, Public Health Clinical Center of Chengdu, Chengdu, 610000, Sichuan, China
| | - Yi Mao
- Intensive Care Unit, Public Health Clinical Center of Chengdu, Chengdu, 610000, Sichuan, China
| | - Haixia Luo
- Intensive Care Unit, Public Health Clinical Center of Chengdu, Chengdu, 610000, Sichuan, China
| | - Jiao Yang
- Intensive Care Unit, Public Health Clinical Center of Chengdu, Chengdu, 610000, Sichuan, China
| | - Ruyi Xu
- Center of Infectious Diseases, West China Hospital of Sichuan University, Chengdu, 610041, Sichuan, China
| | - Lang Bai
- Center of Infectious Diseases, West China Hospital of Sichuan University, Chengdu, 610041, Sichuan, China.
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Li H, Ren Q, Hu Y, Guo F, Huang R, Lin L, Tan Z, Ma L, Fu P. SKLB023 protects against inflammation and apoptosis in sepsis-associated acute kidney injury via the inhibition of toll-like receptor 4 signaling. Int Immunopharmacol 2024; 139:112668. [PMID: 39008938 DOI: 10.1016/j.intimp.2024.112668] [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: 05/20/2024] [Revised: 06/28/2024] [Accepted: 07/08/2024] [Indexed: 07/17/2024]
Abstract
Sepsis-associated acute kidney injury (SA-AKI) is one of common critical illnesses with high morbidity and mortality. At present, effective therapeutic drugs for SA-AKI are remain lacking. SKLB023 is a synthetic small-molecule compound which exerts potent anti-inflammatory effects in our previous studies. Here, this study aimed to characterize the protective effect of SKLB023 on SA-AKI and explore its underlying mechanism. The SA-AKI experimental models have been established by cecum ligation/puncture (CLP) and lipopolysaccharide (LPS) injection in male C57BL/6J mice. SKLB023 was administered by gavage (50 or 25 mg/kg in CLP model and 50 mg/kg in LPS model) daily 3 days in advance and 30 min earlier on the day of modeling. Our results confirmed SKLB023 treatment could improve the survival of SA-AKI mice and ameliorate renal pathological injury, inflammation, and apoptosis in the two types of septic AKI mice. Mechanically, SKLB023 deceased the expression of TLR4 in LPS-triggered renal tubular epithelial cells, and inhibited the activation of downstream pathways including NF-κB and MAPK pathways. Our study suggested that SKLB023 is expected to be a potential drug for the prevention and treatment of septic AKI.
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Affiliation(s)
- Hui Li
- Department of Nephrology, Institute of Kidney Diseases, West China Hospital of Sichuan University, Chengdu 610041, PR China
| | - Qian Ren
- Department of Nephrology, Institute of Kidney Diseases, West China Hospital of Sichuan University, Chengdu 610041, PR China
| | - Yao Hu
- Department of Medicine Renal Division, Affiliated Hospital & Clinical Medical College of Chengdu University, Chengdu 610041, PR China
| | - Fan Guo
- Department of Nephrology, Institute of Kidney Diseases, West China Hospital of Sichuan University, Chengdu 610041, PR China
| | - Rongshuang Huang
- Department of Nephrology, Institute of Kidney Diseases, West China Hospital of Sichuan University, Chengdu 610041, PR China
| | - Lin Lin
- West-district Outpatient Department, West China Hospital of Stomatology, Sichuan University, Chengdu 610041, PR China.
| | - Zhouke Tan
- Department of Nephrology, Organ Transplant Center, Guizhou Province Key Laboratory of Cell Engineering, Affiliated Hospital of ZunYi Medical University, ZunYi 563003, PR China.
| | - Liang Ma
- Department of Nephrology, Institute of Kidney Diseases, West China Hospital of Sichuan University, Chengdu 610041, PR China.
| | - Ping Fu
- Department of Nephrology, Institute of Kidney Diseases, West China Hospital of Sichuan University, Chengdu 610041, PR China
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