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Dagar N, Jadhav HR, Gaikwad AB. Network pharmacology combined with molecular docking and dynamics to assess the synergism of esculetin and phloretin against acute kidney injury-diabetes comorbidity. Mol Divers 2025; 29:1-19. [PMID: 38578376 DOI: 10.1007/s11030-024-10829-5] [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: 01/11/2024] [Accepted: 02/21/2024] [Indexed: 04/06/2024]
Abstract
Acute kidney injury (AKI) is a global health concern with high incidence and mortality, where diabetes further worsens the condition. The available treatment options are not uniformly effective against the complex pathogenesis of AKI-diabetes comorbidity. Hence, combination therapies based on the multicomponent, multitarget approach can tackle more than one pathomechanism and can aid in AKI-diabetes comorbidity management. This study aimed to investigate the therapeutic potential of esculetin and phloretin combination against AKI-diabetes comorbidity by network pharmacology followed by validation by molecular docking and dynamics. The curative targets for diabetes, AKI, esculetin, and phloretin were obtained from DisGeNET, GeneCards, SwissTargetPrediction database. Further, the protein-protein interaction of the potential targets of esculetin and phloretin against AKI-diabetes comorbidity was investigated using the STRING database. Gene ontology and pathway enrichment analysis were performed with the help of the DAVID and KEGG databases, followed by network construction and analysis via Cytoscape. Molecular docking and dynamic simulations were performed to validate the targets of esculetin and phloretin against AKI-diabetes comorbidity. We obtained 6341 targets for AKI-diabetes comorbidity. Further, a total of 54 and 44 targets of esculetin and phloretin against AKI-diabetes comorbidity were retrieved. The top 10 targets for esculetin selected based on the degree value were AKR1B1, DAO, ESR1, PLK1, CA3, CA2, CCNE1, PRKN, HDAC2, and MAOA. Similarly, phloretin's 10 key targets were ACHE, CDK1, MAPK14, APP, CDK5R1, CCNE1, MAOA, MAOB, HDAC6, and PRKN. These targets were enriched in 58 pathways involved in the pathophysiology of AKI-diabetes comorbidity. Further, esculetin and phloretin showed an excellent binding affinity for these critical targets. The findings of this study suggest that esculetin and phloretin combination as a multicomponent multitarget therapy has the potential to prevent AKI-diabetes comorbidity.
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Affiliation(s)
- Neha Dagar
- Department of Pharmacy, Birla Institute of Technology and Science, Pilani Campus, Pilani, 333031, Rajasthan, India
| | - Hemant R Jadhav
- Department of Pharmacy, Birla Institute of Technology and Science, Pilani Campus, Pilani, 333031, Rajasthan, India
| | - Anil Bhanudas Gaikwad
- Department of Pharmacy, Birla Institute of Technology and Science, Pilani Campus, Pilani, 333031, Rajasthan, India.
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Xu F, Miyamoto Y, Zaganjor I, Onufrak S, Saelee R, Koyama AK, Pavkov ME. Urban-Rural Differences in Acute Kidney Injury Mortality in the United States. Am J Prev Med 2025; 68:31-38. [PMID: 39179183 PMCID: PMC11663092 DOI: 10.1016/j.amepre.2024.08.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/18/2024] [Revised: 08/14/2024] [Accepted: 08/15/2024] [Indexed: 08/26/2024]
Abstract
INTRODUCTION Acute kidney injury (AKI) is associated with increased mortality. AKI-related mortality trends by U.S. urban and rural counties were assessed. METHODS In the cross-sectional study, based on the Centers for Disease Control and Prevention WONDER (Wide-ranging ONline Data for Epidemiologic Research) Multiple Cause of Death data, age-standardized mortality with AKI as the multiple cause was obtained among adults aged ≥25 years from 2001-2020, by age, sex, race and ethnicity, stratified by urban-rural counties. Joinpoint regressions were used to assess trends from 2001-2019 in AKI-related mortality rate. Pairwise comparison was used to compare mean differences in mortality between urban and rural counties from 2001-2019. RESULTS From 2001-2020, age-standardized AKI-related mortality was consistently higher in rural than urban counties. AKI-related mortality (per 100,000 population) increased from 18.95 in 2001 to 29.46 in 2020 in urban counties and from 20.10 in 2001 to 38.24 in 2020 in rural counties. In urban counties, AKI-related mortality increased annually by 4.6% during 2001-2009 and decreased annually by 1.8% until 2019 (p<0.001). In rural counties, AKI-related mortality increased annually by 5.0% during 2001-2011 and decreased by 1.2% until 2019 (p<0.01). The overall urban-rural difference in AKI-related mortality was greater after 2009-2011. AKI-related mortality was significantly higher among older adults, men, and non-Hispanic Black adults than their counterparts in both urban and rural counties. Higher mortality was concentrated in rural counties in the Southern United States. CONCLUSIONS Multidisciplinary efforts are needed to increase AKI awareness and implement strategies to reduce AKI-related mortality in rural and high-risk populations.
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Affiliation(s)
- Fang Xu
- Division of Diabetes Translation, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, Georgia.
| | - Yoshihisa Miyamoto
- Division of Diabetes Translation, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Ibrahim Zaganjor
- Division of Diabetes Translation, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Stephen Onufrak
- Division of Diabetes Translation, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Ryan Saelee
- Division of Diabetes Translation, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Alain K Koyama
- Division of Diabetes Translation, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Meda E Pavkov
- Division of Diabetes Translation, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, Georgia
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Bufkin KB, Silva J. The XpressCard Point-of-Care Test for Human Neutrophil Gelatinase-Associated Lipocalin Enhances the Prediction of Acute Kidney Injury. J Clin Med 2024; 13:7564. [PMID: 39768487 PMCID: PMC11727882 DOI: 10.3390/jcm13247564] [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: 11/02/2024] [Revised: 12/08/2024] [Accepted: 12/10/2024] [Indexed: 01/16/2025] Open
Abstract
Background/Objectives: Acute kidney injury (AKI), a common complication in hospitalized patients, is a clinical syndrome with a sudden and reversible decline in kidney function. Within hospitalization, the average incidence rate is 2% to 5%, and 67% of patients admitted to the Intensive Care Unit (ICU) acquire acute kidney injury. There is a pressing need to identify biomarkers that provide early detection to enhance the diagnosis of acute kidney injury. Neutrophil gelatinase-associated lipocalin (NGAL) has been identified as the most promising biomarker for predicting acute kidney injury due to upregulation as early as 2 h before kidney injury. Methods: Urine samples from 52 adult subjects were utilized to evaluate the accuracy of acute kidney injury diagnosis using the XpressCard for human NGAL. Sensitivity and specificity were calculated to analyze the validity of the NGAL XpressCard's ability to accurately distinguish between acute and non-acute kidney injury. Results: The positive and negative predictive values were calculated to determine the prevalence of NGAL and predict the likelihood of diagnosing AKI. Data show that the NGAL XpressCard has a sensitivity and specificity of 59.3% and 95.8% and a positive and negative predictive value of 92.9% and 71.9%, respectively. Conclusions: The human NGAL XpressCard is effective at predicting AKI in hospitalized patients and correlates with high levels of HbA1c, which is associated with diabetes mellitus. It delivers immediate test results, which can enhance patient care.
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Affiliation(s)
| | - Jeane Silva
- Department of Health Management, Economics and Policy, The Graduate School, Augusta University, Augusta, GA 30912, USA
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Lee K, Jang HR, Rabb H. Lymphocytes and innate immune cells in acute kidney injury and repair. Nat Rev Nephrol 2024; 20:789-805. [PMID: 39095505 DOI: 10.1038/s41581-024-00875-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/10/2024] [Indexed: 08/04/2024]
Abstract
Acute kidney injury (AKI) is a common and serious disease entity that affects native kidneys and allografts but for which no specific treatments exist. Complex intrarenal inflammatory processes driven by lymphocytes and innate immune cells have key roles in the development and progression of AKI. Many studies have focused on prevention of early injury in AKI. However, most patients with AKI present after injury is already established. Increasing research is therefore focusing on mechanisms of renal repair following AKI and prevention of progression from AKI to chronic kidney disease. CD4+ and CD8+ T cells, B cells and neutrophils are probably involved in the development and progression of AKI, whereas regulatory T cells, double-negative T cells and type 2 innate lymphoid cells have protective roles. Several immune cells, such as macrophages and natural killer T cells, can have both deleterious and protective effects, depending on their subtype and/or the stage of AKI. The immune system not only participates in injury and repair processes during AKI but also has a role in mediating AKI-induced distant organ dysfunction. Targeted manipulation of immune cells is a promising therapeutic strategy to improve AKI outcomes.
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Affiliation(s)
- Kyungho Lee
- Division of Nephrology, Department of Medicine, Samsung Medical Center, Cell and Gene Therapy Institute, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
- Nephrology Division, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Hye Ryoun Jang
- Division of Nephrology, Department of Medicine, Samsung Medical Center, Cell and Gene Therapy Institute, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Hamid Rabb
- Nephrology Division, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
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Li XH, Luo YZ, Mo MQ, Gao TY, Yang ZH, Pan L. Vitamin D deficiency may increase the risk of acute kidney injury in patients with diabetes and predict a poorer outcome in patients with acute kidney injury. BMC Nephrol 2024; 25:333. [PMID: 39375595 PMCID: PMC11460229 DOI: 10.1186/s12882-024-03781-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2024] [Accepted: 09/26/2024] [Indexed: 10/09/2024] Open
Abstract
BACKGOUND People with diabetes are much more likely to develop acute kidney injury (AKI) than people without diabetes. Low 25-hydroxy-vitamin D [25(OH)D] concentrations increased the risk of AKI in specific populations. Few studies have explored the relationship between the 25(OH)D level and AKI in patients with diabetes. We conducted this study to investigate the relationship between the plasma level of 25(OH)D and the risk of AKI in patients with diabetes, and to evaluate whether the 25(OH)D level could be a good prognostic marker for AKI progression. METHODS A total of 347 patients with diabetes were retrospectively reviewed. The primary endpoint was the first event of AKI. The secondary endpoint is need-of-dialysis. AKI patients were further followed up for 6 months with the composite endpoint of end-stage renal disease (ESRD) or all-cause death. Kaplan-Meier survival analysis and Cox proportional hazards models were used. RESULTS During a median follow-up of 12 weeks (12.3 ± 6.7), 105 incident AKI were identified. The middle and high tertiles of baseline 25(OH)D levels were associated with a significantly decreased risk of AKI and dialysis compared to the low tertile group (HR = 0.25, 95% CI 0.14-0.46; HR = 0.24, 95% CI 0.13-0.44, respectively, for AKI; HR = 0.15; 95% CI 0.05-0.46; HR = 0.12; 95% CI 0.03-0.42, respectively, for dialysis). Sensitivity analysis revealed similar trends after excluding participants without history of CKD. Furthermore, AKI patients with 25(OH)D deficiency were associated with a higher risk for ESRD or all-cause death (HR, 4.24; 95% CI, 1.80 to 9.97, P < 0.001). CONCLUSION A low 25 (OH) vitamin D is associated with a higher risk of AKI and dialysis in patients with diabetes. AKI patients with 25(OH)D deficiency were associated with a higher risk for ESRD or all-cause death.
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Affiliation(s)
- Xiao-Hua Li
- Department of Nephrology, The First Affiliated Hospital of Guangxi Medical University, Guangxi Zhuang Autonomous Region, Nanning, 530021, P. R. China
| | - Yu-Zhen Luo
- Department of Nephrology, The First Affiliated Hospital of Guangxi Medical University, Guangxi Zhuang Autonomous Region, Nanning, 530021, P. R. China
| | - Man-Qiu Mo
- Geriatric Department of Endocrinology, The First Affiliated Hospital of Guangxi Medical University, Guangxi Zhuang Autonomous Region, Nanning, P. R. China
| | - Tian-Yun Gao
- Department of Nephrology, The First Affiliated Hospital of Guangxi Medical University, Guangxi Zhuang Autonomous Region, Nanning, 530021, P. R. China
| | - Zhen-Hua Yang
- Department of Nephrology, The First Affiliated Hospital of Guangxi Medical University, Guangxi Zhuang Autonomous Region, Nanning, 530021, P. R. China
| | - Ling Pan
- Department of Nephrology, The First Affiliated Hospital of Guangxi Medical University, Guangxi Zhuang Autonomous Region, Nanning, 530021, P. R. China.
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Babroudi S, Weiner DE, Neyra JA, Drew DA. Acute Kidney Injury Receiving Dialysis and Dialysis Care after Hospital Discharge. J Am Soc Nephrol 2024; 35:962-971. [PMID: 38652567 PMCID: PMC11230726 DOI: 10.1681/asn.0000000000000383] [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: 11/29/2023] [Accepted: 04/15/2024] [Indexed: 04/25/2024] Open
Abstract
The number of patients with AKI receiving outpatient hemodialysis (AKI-D) is increasing. At present, on the basis of limited data, approximately one third of patients with AKI-D who receive outpatient dialysis after hospital discharge survive and regain sufficient kidney function to discontinue dialysis. Data to inform dialysis management strategies that promote kidney function recovery and processes of care among patients with AKI-D receiving outpatient dialysis are lacking. In this article, we detail current trends in the incidence, risk factors, clinical outcomes, proposed management, and health policy landscape for patients with AKI-D receiving outpatient dialysis and identify areas for further research.
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Affiliation(s)
- Seda Babroudi
- Division of Nephrology, Department of Medicine, Tufts Medical Center, Boston, Massachusetts
| | - Daniel E. Weiner
- Division of Nephrology, Department of Medicine, Tufts Medical Center, Boston, Massachusetts
| | - Javier A. Neyra
- Division of Nephrology, Department of Medicine, University of Alabama at Birmingham, Birmingham, Alabama
| | - David A. Drew
- Division of Nephrology, Department of Medicine, Tufts Medical Center, Boston, Massachusetts
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Wang TH, Kao CC, Chang TH. Ensemble Machine Learning for Predicting 90-Day Outcomes and Analyzing Risk Factors in Acute Kidney Injury Requiring Dialysis. J Multidiscip Healthc 2024; 17:1589-1602. [PMID: 38628614 PMCID: PMC11020304 DOI: 10.2147/jmdh.s448004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Accepted: 03/24/2024] [Indexed: 04/19/2024] Open
Abstract
Purpose Our objectives were to (1) employ ensemble machine learning algorithms utilizing real-world clinical data to predict 90-day prognosis, including dialysis dependence and mortality, following the first hospitalized dialysis and (2) identify the significant factors associated with overall outcomes. Patients and Methods We identified hospitalized patients with Acute kidney injury requiring dialysis (AKI-D) from a dataset of the Taipei Medical University Clinical Research Database (TMUCRD) from January 2008 to December 2020. The extracted data comprise demographics, comorbidities, medications, and laboratory parameters. Ensemble machine learning models were developed utilizing real-world clinical data through the Google Cloud Platform. Results The Study Analyzed 1080 Patients in the Dialysis-Dependent Module, Out of Which 616 Received Regular Dialysis After 90 Days. Our Ensemble Model, Consisting of 25 Feedforward Neural Network Models, Demonstrated the Best Performance with an Auroc of 0.846. We Identified the Baseline Creatinine Value, Assessed at Least 90 Days Before the Initial Dialysis, as the Most Crucial Factor. We selected 2358 patients, 984 of whom were deceased after 90 days, for the survival module. The ensemble model, comprising 15 feedforward neural network models and 10 gradient-boosted decision tree models, achieved superior performance with an AUROC of 0.865. The pre-dialysis creatinine value, tested within 90 days prior to the initial dialysis, was identified as the most significant factor. Conclusion Ensemble machine learning models outperform logistic regression models in predicting outcomes of AKI-D, compared to existing literature. Our study, which includes a large sample size from three different hospitals, supports the significance of the creatinine value tested before the first hospitalized dialysis in determining overall prognosis. Healthcare providers could benefit from utilizing our validated prediction model to improve clinical decision-making and enhance patient care for the high-risk population.
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Affiliation(s)
- Tzu-Hao Wang
- Division of General Medicine, Department of Medical Education, Shuang-Ho Hospital, Taipei Medical University, New Taipei City, Taiwan, Republic of China
- Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan, Republic of China
| | - Chih-Chin Kao
- Division of Nephrology, Department of Internal Medicine, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan, Republic of China
- Division of Nephrology, Department of Internal Medicine, Taipei Medical University Hospital, Taipei, Taiwan, Republic of China
- Taipei Medical University-Research Center of Urology and Kidney (TMU-RCUK), Taipei Medical University, Taipei, Taiwan, Republic of China
| | - Tzu-Hao Chang
- Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan, Republic of China
- Clinical Big Data Research Center, Taipei Medical University Hospital, Taipei City, Taiwan, Republic of China
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Dagar N, Habshi T, Shelke V, Jadhav HR, Gaikwad AB. Renoprotective effect of esculetin against ischemic acute kidney injury-diabetic comorbidity. Free Radic Res 2024; 58:69-87. [PMID: 38323807 DOI: 10.1080/10715762.2024.2313738] [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: 09/13/2023] [Accepted: 01/11/2024] [Indexed: 02/08/2024]
Abstract
Mitophagy maintains cellular homeostasis by eliminating damaged mitochondria. Accumulated damaged mitochondria can lead to oxidative stress and cell death. Induction of the PINK1/Parkin-mediated mitophagy is reported to be renoprotective in acute kidney injury (AKI). Esculetin, a naturally available coumarin, has shown protective action against diabetic complications. However, its effect on AKI-diabetes comorbidity has not been explored yet. Therefore, we aimed to investigate the renoprotective effect of esculetin against AKI under diabetic conditions via regulating PINK1/Parkin-mediated mitophagy. For this, type 1 diabetic male Wistar rats were treated with two doses of esculetin (50 and 100 mg/kg/day orally) for five days followed by AKI induction by bilateral ischemic-reperfusion injury (IRI). NRK-52E cells grown in high glucose were exposed to sodium azide (10 mM) for induction of hypoxia/reperfusion injury (HRI) in-vitro. Esculetin (50 µM) treatment for 24 h was given to the cells before HRI. The in-vitro samples were utilized for cell viability and ΔΨm assay, immunoblotting, and immunofluorescence. Rats' plasma, urine, and kidney samples were collected for biochemical analysis, histopathology, and western blotting. Our results showed a significant decrease in kidney injury-specific markers and increased expression of mitophagy markers (PINK1 and Parkin) with esculetin treatment. Moreover, esculetin prevented the HRI and hyperglycemia-induced decrease in ΔΨm and autophagosome marker. Also, esculetin therapy reduced oxidative stress via increased Nrf2 and Keap1 expression. Esculetin attenuated AKI under diabetic condition by preventing mitochondrial dysfunction via inducing PINK1/Parkin-mediated mitophagy, suggesting its potential as an effective therapy for preventing AKI-diabetes comorbidity.
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Affiliation(s)
- Neha Dagar
- Department of Pharmacy, Birla Institute of Technology and Science, Pilani, India
| | - Tahib Habshi
- Department of Pharmacy, Birla Institute of Technology and Science, Pilani, India
| | - Vishwadeep Shelke
- Department of Pharmacy, Birla Institute of Technology and Science, Pilani, India
| | - Hemant R Jadhav
- Department of Pharmacy, Birla Institute of Technology and Science, Pilani, India
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Shil A, Zhang J, Chichger H. Investigating the use and awareness of artificial sweeteners among diabetic patients in Bangladesh. PLoS One 2023; 18:e0295272. [PMID: 38091359 PMCID: PMC10718416 DOI: 10.1371/journal.pone.0295272] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2023] [Accepted: 11/19/2023] [Indexed: 12/18/2023] Open
Abstract
BACKGROUND As with many countries around the world, the incidence of diabetes in Bangladesh is increasing significantly. Whilst there is controversy in the field regarding the health impact of artificial sweeteners in Western communities, the link between sweetener consumption and awareness in Bangladesh has not been established. METHODS In the present study, 260 diabetic patients completed a questionnaire survey to investigate the use and awareness of sweeteners and how this links to demographics and potential co-morbidities. RESULTS Findings show that daily artificial sweetener consumption is significantly associated with hypertension but not other co-morbidities such as kidney disease or obesity. We further demonstrate that there is limited checking of artificial sweeteners in food or drink products by participants. the rurality of diabetic participants was found to significantly correlates with lower awareness of any health impact of artificial sweeteners. CONCLUSIONS The findings from this study demonstrate that there is a need to increase the awareness of artificial sweetener use in diabetic patients in Bangladesh. Combined with a more robust understanding of the health impact of artificial sweeteners, these findings suggest that there is potential to improve outcomes for diabetic patients by improving this awareness.
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Affiliation(s)
- Aparna Shil
- Department of Botany, Jahangirnagar University, Dhaka, Bangladesh
| | - Jufen Zhang
- Clinical Trial Unit, School of Medicine, Anglia Ruskin University, Cambridge, United Kingdom
| | - Havovi Chichger
- Biomedical Research Group, School of Life Science, Anglia Ruskin University, Cambridge, United Kingdom
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Shelke V, Dagar N, Gaikwad AB. Phloretin as an add-on therapy to losartan attenuates diabetes-induced AKI in rats: A potential therapeutic approach targeting TLR4-induced inflammation. Life Sci 2023; 332:122095. [PMID: 37722590 DOI: 10.1016/j.lfs.2023.122095] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Revised: 09/12/2023] [Accepted: 09/13/2023] [Indexed: 09/20/2023]
Abstract
AIM Targeting Toll-like receptor 4 (TLR4) and Angiotensin II type 1 receptor (AT1R) could provide renoprotection during acute kidney injury (AKI) mainly by regulating inflammation, oxidative stress, mitochondrial dysfunction, and apoptosis. Phloretin (TLR4 inhibitor) as an add-on therapy to losartan (AT1R inhibitor) could provide more therapeutic benefits against AKI under diabetic condition. We aimed to study the effect of phloretin as an add-on therapy to losartan against AKI under diabetic condition. MAIN METHODS To mimic diabetic AKI condition, bilateral ischemia-reperfusion injury (BIRI) was done in diabetic male Wistar rats, and sodium azide treatment was given to high glucose NRK52E cells to mimic hypoxia-reperfusion injury. In diabetic rats, phloretin (50 mg/kg/per os (p.o.)) and losartan (10 mg/kg/p.o.) treatment was given for 4 days and 1 h prior to surgery while in NRK52E cells, both drugs (phloretin 50 μM and losartan 10 μM) were given 24 h prior to the hypoxia condition. The in vivo and in vitro samples were further used for different experiments. KEY FINDINGS Treatment with phloretin and losartan decreased diabetic and AKI biomarkers such as plasma creatinine, blood urea nitrogen (BUN), and kidney injury molecular 1 (KIM1). Moreover, a combination of phloretin and losartan significantly preserved ΔΨm and kidney morphology potentially by inhibiting TLR4-associated inflammation and AT1R-associated mitochondrial dysfunction, thereby oxidative stress. SIGNIFICANCE Combination therapy of phloretin and losartan was more effective than monotherapies. Both drugs target TLR4/MyD88/NF-κB pathway and reduce inflammation and mitochondrial dysfunction in AKI under diabetic condition.
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Affiliation(s)
- Vishwadeep Shelke
- Department of Pharmacy, Birla Institute of Technology and Science Pilani, Pilani Campus, Rajasthan 333031, India
| | - Neha Dagar
- Department of Pharmacy, Birla Institute of Technology and Science Pilani, Pilani Campus, Rajasthan 333031, India
| | - Anil Bhanudas Gaikwad
- Department of Pharmacy, Birla Institute of Technology and Science Pilani, Pilani Campus, Rajasthan 333031, India.
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Wu X, Yan P, Duan SB, Luo XQ, Zhang NY, Deng YH. Temporal trends of post-contrast acute kidney injury in patients with intravenous administration of iodinated contrast medium. Ren Fail 2023; 45:2251588. [PMID: 37724551 PMCID: PMC10512889 DOI: 10.1080/0886022x.2023.2251588] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2023] [Accepted: 08/20/2023] [Indexed: 09/21/2023] Open
Abstract
Little is known about whether preventative practices for post-contrast acute kidney injury (PC-AKI) recommended in guidelines have been adopted in clinical practice and translated into a lower incidence of PC-AKI. The aim of this study was to examine the yearly trends in the incidence of PC-AKI, and comorbidities and care practices associated with PC-AKI in hospitalized patients who received intravenous administration of iodinated contrast medium (ICM). Adult patients receiving intravenous ICM at the Second Xiangya Hospital of Central South University in China between 2015 and 2021 were included. Temporal trends in the incidence and risk factors for PC-AKI were evaluated using logistic regression analyses with adjustments for relevant variables. The incidence of PC-AKI has declined significantly from 5.3% in 2015 to 4.1% in 2021 (p < 0.001). This decreasing trend persisted after extensive multivariable adjustments. Of the comorbidities associated with PC-AKI, the proportion of patients with congestive heart failure or hypertension increased, while the proportion of patients older than 75 years, or with an estimated glomerular filtration rate (eGFR) < 30 mL/min/1.73 m2, diabetic nephropathy, or renal stone disease decreased. Among the care practices associated with PC-AKI, the proportion of patients using nephrotoxic drugs decreased, whereas the proportion of patients receiving intravenous fluids > 1000 mL on the day of ICM administration or using iso-osmolar ICM increased. In conclusion, a declining trend in PC-AKI incidence was observed in patients receiving intravenous ICM between 2015 and 2021, which may be related to increased awareness and efforts to prevent PC-AKI.
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Affiliation(s)
- Xi Wu
- Department of Nephrology, The Second Xiangya Hospital of Central South University; Hunan Key Laboratory of Kidney Disease and Blood Purification, Changsha, Hunan, P.R. China
| | - Ping Yan
- Department of Nephrology, The Second Xiangya Hospital of Central South University; Hunan Key Laboratory of Kidney Disease and Blood Purification, Changsha, Hunan, P.R. China
| | - Shao-Bin Duan
- Department of Nephrology, The Second Xiangya Hospital of Central South University; Hunan Key Laboratory of Kidney Disease and Blood Purification, Changsha, Hunan, P.R. China
| | - Xiao-Qin Luo
- Department of Nephrology, The Second Xiangya Hospital of Central South University; Hunan Key Laboratory of Kidney Disease and Blood Purification, Changsha, Hunan, P.R. China
| | - Ning-Ya Zhang
- Information Center, The Second Xiangya Hospital of Central South University, Changsha, Hunan, P.R. China
| | - Ying-Hao Deng
- Department of Nephrology, The Second Xiangya Hospital of Central South University; Hunan Key Laboratory of Kidney Disease and Blood Purification, Changsha, Hunan, P.R. China
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Kwong YD, Liu KD, Hsu CY, Cooper B, Palevsky PM, Kellum JA, Johansen KL, Miaskowski C. Subgroups of Patients with Distinct Health Utility Profiles after AKI. KIDNEY360 2023; 4:881-889. [PMID: 37357351 PMCID: PMC10371285 DOI: 10.34067/kid.0000000000000201] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Accepted: 06/18/2023] [Indexed: 06/27/2023]
Abstract
Key Points Health utility profiles can be identified at 60 days after AKI. Patient subgroups with distinct health utility profiles have different characteristics at index hospitalization and outcomes at 1 year. These profiles may be useful when considering resources to improve the physical and emotional health of patients after AKI. Background A large amount of interindividual variability exists in health-related quality of life outcomes after AKI. This study aimed to determine whether subgroups of early AKI survivors could be identified on the basis of distinct health utility impairment profiles ascertained at 60 days after AKI and whether these subgroups differed in clinical and biomarker characteristics at index hospitalization and outcomes at 1-year follow-up. Methods This retrospective analysis used data from the Biologic Markers of Renal Recovery for the Kidney study, an observational subcohort of the Acute Renal Failure Trial Network study. Of 402 patients who survived to 60 days after AKI, 338 completed the Health Utility Index 3 survey, which measures impairments in eight health attributes. Latent class analysis was used to identify subgroups of patients with distinct health utility profiles. Results Three subgroups with distinct health utility impairment profiles were identified: Low (28% of participants), Moderate (58%), and High (14%) with a median of one, four, and six impairments across the eight health attributes at 60 days after AKI, respectively. Patient subgroups differed in weight, history of cerebrovascular disease, intensity of dialysis, hospital length of stay, and dialysis dependence. Serum creatinine and blood urea nitrogen at index hospitalization did not differ among the three subgroups. The High impairment subgroup had higher levels of IL-6 and soluble TNF receptor 2 at study day 1. The three subgroups had different 1-year mortality rates: 5% in the Low, 21% in the Moderate, and 52% in the High impairment subgroup. Conclusion Patient subgroups with distinct health utility impairment profiles can be identified 60 days after AKI. These subgroups have different characteristics at index hospitalization. A higher level of impairment at 60 days was associated with decreased survival.
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Affiliation(s)
- Yuenting D Kwong
- Division of Nephrology, Department of Medicine, School of Medicine, University of California, San Francisco, San Francisco, California
| | - Kathleen D Liu
- Division of Nephrology, Department of Medicine, School of Medicine, University of California, San Francisco, San Francisco, California
- Department of Anesthesia, School of Medicine, University of California, San Francisco, San Francisco, California
| | - Chi-Yuan Hsu
- Division of Nephrology, Department of Medicine, School of Medicine, University of California, San Francisco, San Francisco, California
| | - Bruce Cooper
- Department of Physiological Nursing, School of Nursing, University of California, San Francisco, San Francisco, California
| | - Paul M Palevsky
- Kidney Medicine Section, Medical Service, VA Pittsburgh Healthcare System, Pittsburgh, Pennsylvania
- Renal-Electrolyte Division, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - John A Kellum
- Center for Critical Care Nephrology, Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Kirsten L Johansen
- Division of Nephrology, Hennepin Healthcare and University of Minnesota, Minneapolis, Minnesota
| | - Christine Miaskowski
- Department of Physiological Nursing, School of Nursing, University of California, San Francisco, San Francisco, California
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13
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Bikbov B, Fortino I, Leoni O, Nobili A, Tettamanti M. Burden of Acute Kidney Injury among Adult Hospital Patients in the Italian Lombardy Region: A 20-Year Real-World Data Analysis. Nephron Clin Pract 2023; 147:599-607. [PMID: 37231958 DOI: 10.1159/000530919] [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: 09/05/2022] [Accepted: 04/05/2023] [Indexed: 05/27/2023] Open
Abstract
BACKGROUND Acute kidney injury (AKI) is a frequent condition, with persistent shortage of large-scale epidemiological studies. We analyzed the population-wide healthcare system of the Italian Lombardy region over the 2000-2019 period, and evaluated AKI incidence, mortality, and related healthcare resource utilization and cost in all citizens 40 years and older. METHODS The retrospective cohort analysis of an administrative claims database that routinely collects information about healthcare provision in a high-income region with 10 million citizens. Over 20 years, AKI was identified in 84,384 hospital discharge records by the International Classification of Diseases 9th Revision codes (mean age 77.4 ± 11.6 years, 52.5% were males). RESULTS From 2000 to 2019, the AKI rates per 100,000 population changed from 32.9 to 90.5 for incidence, from 4.7 to 11.9 for mortality, and from 32.3 to 44.1 for years of life lost (YLLs), respectively. In-hospital mortality changed slightly (14.2% and 13.2%, respectively), while 30-day mortality decreased from 21.5% to 17.4%, respectively. Incidence rates increased with age and were higher in males, and varied almost four-fold between provinces. The median hospitalization cost was €4,014 (IQR: 3,652; 4,134), and the annual cost of treatment risen from €5.2 million in 2000 to €22.9 million in 2019. Hemodialysis was administered in 7.4% of hospitalizations. Over the total study period the cumulative AKI burden accounted for 11,420 in-hospital deaths, 63,370.8 YLLs, and €329 million of direct cost. CONCLUSIONS This real-world analysis demonstrates the high burden of AKI with prominent geographical differences that require further implementation of preventive and diagnostic actions.
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Affiliation(s)
- Boris Bikbov
- Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Milan, Italy
| | | | | | | | - Mauro Tettamanti
- Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Milan, Italy
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14
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Gui Y, Palanza Z, Fu H, Zhou D. Acute kidney injury in diabetes mellitus: Epidemiology, diagnostic, and therapeutic concepts. FASEB J 2023; 37:e22884. [PMID: 36943403 PMCID: PMC10602403 DOI: 10.1096/fj.202201340rr] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2022] [Revised: 02/16/2023] [Accepted: 03/08/2023] [Indexed: 03/23/2023]
Abstract
Acute kidney injury (AKI) and diabetes mellitus (DM) are public health problems that cause a high socioeconomic burden worldwide. In recent years, the landscape of AKI etiology has shifted: Emerging evidence has demonstrated that DM is an independent risk factor for the onset of AKI, while an alternative perspective considers AKI as a bona fide complication of DM. Therefore, it is necessary to systematically characterize the features of AKI in DM. In this review, we summarized the epidemiology of AKI in DM. While focusing on circulation- and tissue-specific microenvironment changes after DM, we described the active cellular and molecular mechanisms of increased kidney susceptibility to AKI under DM stress. We also reviewed the current diagnostic and therapeutic strategies for AKI in DM recommended in the clinic. Updated recognition of the epidemiology, pathophysiology, diagnosis, and medications of AKI in DM is believed to reveal a path to mitigate the frequency of AKI and DM comorbidity that will ultimately improve the quality of life in DM patients.
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Affiliation(s)
- Yuan Gui
- Division of Nephrology, Department of Medicine, University of Connecticut School of Medicine, Farmington, CT, 06030, USA
| | - Zachary Palanza
- Division of Nephrology, Department of Medicine, University of Connecticut School of Medicine, Farmington, CT, 06030, USA
| | - Haiyan Fu
- State Key Laboratory of Organ Failure Research, National Clinical Research Center of Kidney Disease, Division of Nephrology, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China
- Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, PA, 15261, USA
| | - Dong Zhou
- Division of Nephrology, Department of Medicine, University of Connecticut School of Medicine, Farmington, CT, 06030, USA
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15
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Mo M, Huang Z, Gao T, Luo Y, Pan X, Yang Z, Xia N, Liao Y, Pan L. Development and validation of short-term renal prognosis prediction model in diabetic patients with acute kidney injury. Diabetol Metab Syndr 2022; 14:197. [PMID: 36575456 PMCID: PMC9793591 DOI: 10.1186/s13098-022-00971-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Accepted: 12/19/2022] [Indexed: 12/28/2022] Open
Abstract
OBJECTIVE Diabetes is a major cause of the progression of acute kidney injury (AKI). Few prediction models have been developed to predict the renal prognosis in diabetic patients with AKI so far. The aim of this study was to develop and validate a predictive model to identify high-risk individuals with non-recovery of renal function at 90 days in diabetic patients with AKI. METHODS Demographic data and related laboratory indicators of diabetic patients with AKI in the First Affiliated Hospital of Guangxi Medical University from January 31, 2012 to January 31, 2022 were retrospectively analysed, and patients were followed up to 90 days after AKI diagnosis. Based on the results of Logistic regression, a model predicting the risk of non-recovery of renal function at 90 days in diabetic patients with AKI was developed and internal validated. Consistency index (C-index), calibration curve, and decision curve analysis were used to evaluate the differentiation, accuracy, and clinical utility of the prediction model, respectively. RESULTS A total of 916 diabetic patients with AKI were enrolled, with a male to female ratio of 2.14:1. The rate of non-recovery of renal function at 90 days was 66.8% (612/916). There were 641 in development cohort and 275 in validation cohort (ration of 7:3). In the development cohort, a prediction model was developed based on the results of Logistic regression analysis. The variables included in the model were: diabetes duration (OR = 1.022, 95% CI 1.012-1.032), hypertension (OR = 1.574, 95% CI 1.043-2.377), chronic kidney disease (OR = 2.241, 95% CI 1.399-3.591), platelet (OR = 0.997, 95% CI 0.995-1.000), 25-hydroxyvitamin D3 (OR = 0.966, 95% CI 0.956-0.976), postprandial blood glucose (OR = 1.104, 95% CI 1.032-1.181), discharged serum creatinine (OR = 1.003, 95% CI 1.001-1.005). The C-indices of the prediction model were 0.807 (95% CI 0.738-0.875) and 0.803 (95% CI 0.713-0.893) in the development and validation cohorts, respectively. The calibration curves were all close to the straight line with slope 1. The decision curve analysis showed that in a wide range of threshold probabilities. CONCLUSION A prediction model was developed to help predict short-term renal prognosis of diabetic patients with AKI, which has been verified to have good differentiation, calibration degree and clinical practicability.
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Affiliation(s)
- Manqiu Mo
- Geriatric Department of Endocrinology, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, China
| | - Zichun Huang
- Department of Cardiovascular Thoracic Surgery, Nanning Second People's Hospital, The Third Affiliated Hospital of Guangxi Medical University, Nanning, 530031, China
| | - Tianyun Gao
- Department of Nephrology, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, China
| | - Yuzhen Luo
- Department of Nephrology, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, China
| | - Xiaojie Pan
- Department of Nephrology, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, China
| | - Zhenhua Yang
- Department of Nephrology, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, China
| | - Ning Xia
- Geriatric Department of Endocrinology, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, China
| | - Yunhua Liao
- Department of Nephrology, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, China.
| | - Ling Pan
- Department of Nephrology, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, China.
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16
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Rivera S, Behnke L, Henderson M. Transitions of Care Considerations for Nephrology Patients. Crit Care Nurs Clin North Am 2022; 34:491-500. [DOI: 10.1016/j.cnc.2022.07.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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17
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Lee CC, Kuo G, Chan MJ, Fan PC, Chen JJ, Yen CL, Tsai TY, Chen YC, Tian YC, Chang CH. Characteristics of and Outcomes After Dialysis-Treated Acute Kidney Injury, 2009-2018: A Taiwanese Multicenter Study. Am J Kidney Dis 2022; 81:665-674.e1. [PMID: 36252882 DOI: 10.1053/j.ajkd.2022.08.022] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2022] [Accepted: 08/17/2022] [Indexed: 11/06/2022]
Abstract
RATIONALE & OBJECTIVE Dialysis-treated acute kidney injury (AKI) is increasingly common in intensive care units (ICUs) and is associated with poor outcomes. Few studies have explored the temporal trends in severity of acute illness at dialysis initiation, indications for dialysis, and their association with patient outcomes. STUDY DESIGN Multicenter retrospective cohort study. SETTING & PARTICIPANTS 9,535 adult patients admitted to the ICU who received their first dialysis treatment from Chang Gung Memorial Hospital system in Taiwan from 2009 through 2018. EXPOSURE Calendar year. OUTCOMES ICU mortality and dialysis treatment at discharge among hospital survivors. ANALYTICAL APPROACH The temporal trends during the study period were investigated using test statistics suited for continuous or categorical data. The association between the study year and the risk of mortality was analyzed using multivariable Cox regression with adjustment for relevant clinical variables, including the severity of acute illness, defined by Sequential Organ Failure Assessment (SOFA) score. RESULTS The mean SOFA score at dialysis initiation decreased slightly from 14.0 in 2009 to 13.6 in 2018. There was no significant trend in the number of indications for dialysis initiation that were fulfilled over time. Observed ICU mortality decreased over time, and the curve appeared to be reverse J-shaped, with a substantial decrease from 56.1% in 2009 to 46.3% in 2015 and a slight increase afterward. The risk of mortality was significantly reduced from 2013 to 2018 compared with 2009 in adjusted models. The decreasing trend in ICU mortality over time remained significant. There was an increase in dialysis treatment at discharge among survivors, mainly in patients with estimated glomerular filtration rate<60mL/min/1.73m2, from 36.8% in 2009 to 43.9% in 2018. LIMITATIONS Residual confounding from unmeasured factors over time such as severity of comorbidities, detailed medication interventions, and delivered dialysis dose. CONCLUSIONS We observed reductions in mortality among ICU patients with dialysis-treated acute kidney injury between 2009 and 2018, even after adjusting for dialysis indication and severity of illness at dialysis initiation. However, dialysis treatment at discharge among survivors has increased over time, mainly in patients with preexisting kidney disease.
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Affiliation(s)
- Cheng-Chia Lee
- Kidney Research Center, Department of Nephrology, Chang Gung Memorial Hospital, Taoyuan, Taiwan; Graduate Institute of Clinical Medical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - George Kuo
- Kidney Research Center, Department of Nephrology, Chang Gung Memorial Hospital, Taoyuan, Taiwan
| | - Ming-Jen Chan
- Kidney Research Center, Department of Nephrology, Chang Gung Memorial Hospital, Taoyuan, Taiwan; Graduate Institute of Clinical Medical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Pei-Chun Fan
- Kidney Research Center, Department of Nephrology, Chang Gung Memorial Hospital, Taoyuan, Taiwan; Graduate Institute of Clinical Medical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Jia-Jin Chen
- Kidney Research Center, Department of Nephrology, Chang Gung Memorial Hospital, Taoyuan, Taiwan
| | - Chieh-Li Yen
- Kidney Research Center, Department of Nephrology, Chang Gung Memorial Hospital, Taoyuan, Taiwan
| | - Tsung-Yu Tsai
- Kidney Research Center, Department of Nephrology, Chang Gung Memorial Hospital, Taoyuan, Taiwan; Graduate Institute of Clinical Medical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Yung-Chang Chen
- Kidney Research Center, Department of Nephrology, Chang Gung Memorial Hospital, Taoyuan, Taiwan; Graduate Institute of Clinical Medical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Ya-Chung Tian
- Kidney Research Center, Department of Nephrology, Chang Gung Memorial Hospital, Taoyuan, Taiwan; Graduate Institute of Clinical Medical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Chih-Hsiang Chang
- Kidney Research Center, Department of Nephrology, Chang Gung Memorial Hospital, Taoyuan, Taiwan; Graduate Institute of Clinical Medical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan.
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18
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Gautam SC, Lim J, Jaar BG. Complications Associated with Continuous RRT. KIDNEY360 2022; 3:1980-1990. [PMID: 36514412 PMCID: PMC9717642 DOI: 10.34067/kid.0000792022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Accepted: 09/06/2022] [Indexed: 01/12/2023]
Abstract
Continuous renal replacement therapy (CRRT) is a form of renal replacement therapy that is used in modern intensive care units (ICUs) to help manage acute kidney injury (AKI), end stage kidney disease (ESKD), poisonings, and some electrolyte disorders. CRRT has transformed the care of patients in the ICU over the past several decades. In this setting, it is important to recognize CRRT-associated complications but also up-to-date management of these complications. Some of these complications are minor, but others may be more significant and even life-threatening. Some CRRT complications may be related to dialysis factors and others to specific patient factors. Our overarching goal in this article is to review and discuss the most significant CRRT-related complications at the different stage of management of CRRT. With the advent of newer solutions, there have been newer complications as well.
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Affiliation(s)
- Samir C. Gautam
- Department of Medicine, Division of Nephrology, Johns Hopkins School of Medicine, Baltimore, Maryland
| | - Jonathan Lim
- Department of Medicine, Division of Nephrology, Johns Hopkins School of Medicine, Baltimore, Maryland,Nephrology Center of Maryland, Baltimore, Maryland
| | - Bernard G. Jaar
- Department of Medicine, Division of Nephrology, Johns Hopkins School of Medicine, Baltimore, Maryland,Nephrology Center of Maryland, Baltimore, Maryland,Welch Center for Prevention, Epidemiology and Clinical Research, Johns Hopkins University, Baltimore, Maryland,Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
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19
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El Rahyel A, Vemulapalli KC, Lahr RE, Rex DK. Implications of stable or increasing adenoma detection rate on the need for continuous measurement. Gastrointest Endosc 2022; 95:948-953.e4. [PMID: 34687741 DOI: 10.1016/j.gie.2021.10.017] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/09/2021] [Accepted: 10/12/2021] [Indexed: 02/08/2023]
Abstract
BACKGROUND AND AIMS Measurement of the adenoma detection rate (ADR) is resource intensive, and the benefit of continuous measurement for colonoscopists with high ADR is unclear. We examined the ADR trends at our center to determine whether continuous measurement for consistently high ADR is warranted. METHODS Among colonoscopies performed between January 1999 and November 2019 at a tertiary center, we analyzed data from colonoscopists performing at least 50 screening colonoscopies annually for 5 consecutive years. ADR trends for individual colonoscopists were examined using Joinpoint regression models. RESULTS Eleven colonoscopists performed screening colonoscopies on 14,047 patients, and 5912 among them had at least 1 conventional adenoma removed (42.0%). Of 25,829 polyps, 13,585 (52.6%) were conventional adenomas or adenocarcinomas and contributed to ADR calculation. All but 1 colonoscopist included met the recommended minimum threshold ADR of 25% continuously over the study period. Of the 11 colonoscopists, 5 had an increase in their ADR and the remaining 6 had stable ADRs over the study period. CONCLUSIONS For colonoscopists consistently performing above the minimum threshold, diversion of resources toward improvement of quality measures other than ADR is justified.
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Affiliation(s)
- Ahmed El Rahyel
- Division of Gastroenterology/Hepatology, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Krishna C Vemulapalli
- Division of Gastroenterology/Hepatology, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Rachel E Lahr
- Division of Gastroenterology/Hepatology, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Douglas K Rex
- Division of Gastroenterology/Hepatology, Indiana University School of Medicine, Indianapolis, Indiana, USA
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20
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Androga LA, Zoghby Z, Ramar P, Amundson RH, d'Uscio M, Philpot LM, Thorsteinsdottir B, Kattah AG, Albright RC. Provider Perspectives and Clinical Outcomes with Inpatient Telenephrology. Clin J Am Soc Nephrol 2022; 17:655-662. [PMID: 35322794 PMCID: PMC9269575 DOI: 10.2215/cjn.13441021] [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: 10/09/2021] [Accepted: 03/15/2022] [Indexed: 11/23/2022]
Abstract
BACKGROUND AND OBJECTIVES Despite the dramatic increase in the provision of virtual nephrology care, only anecdotal reports of outcomes without comparators to usual care exist in the literature. This study aimed to provide objective determination of clinical noninferiority of hybrid (telenephrology plus face-to-face) versus standard (face-to-face) inpatient nephrology care. DESIGN, SETTING, PARTICIPANTS, & MEASUREMENTS This retrospective study compares objective outcomes in patients who received inpatient hybrid care versus standard nephrology care at two Mayo Clinic Health System community hospitals. Outcomes were then additionally compared with those patients receiving care at another Mayo Clinic Health System site where only standard care is available. Hospitalized adults who had nephrology consults from March 1, 2020 to February 28, 2021 were considered. Regression was used to assess 30-day mortality, length of hospitalization, readmissions, odds of being prescribed dialysis, and hospital transfers. Sensitivity analysis was performed using patients who had ≥50% of their care encounters via telenephrology. Structured surveys were used to understand the perspectives of non-nephrology hospital providers and telenephrologists. RESULTS In total, 850 patients were included. Measured outcomes that included the number of hospital transfers (odds ratio, 1.19; 95% confidence interval, 0.37 to 3.82) and 30-day readmissions (odds ratio, 0.97; 95% confidence interval, 0.84 to 1.06), among others, did not differ significantly between controls and patients in the general cohort. Telenephrologists (n=11) preferred video consults (82%) to phone for communication. More than half (64%) of telenephrologists spent less time on telenephrology compared with standard care. Non-nephrology hospital providers (n=21) were very satisfied (48%) and satisfied (29%) with telenephrology response time and felt telenephrology was as safe as standard care (67%), while providing them enough information to make patient care decisions (76%). CONCLUSIONS Outcomes for in-hospital nephrology consults were not significantly different comparing hybrid care versus standard care. Non-nephrology hospital providers and telenephrologists had favorable opinions of telenephrology and most perceived it is as safe and effective as standard care. PODCAST This article contains a podcast at https://www.asn-online.org/media/podcast/CJASN/2022_04_11_CJN13441021.mp3.
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Affiliation(s)
- Lagu A Androga
- Division of Nephrology & Hypertension, Mayo Clinic, Rochester, Minnesota
| | - Ziad Zoghby
- Division of Nephrology & Hypertension, Mayo Clinic, Rochester, Minnesota
| | - Priya Ramar
- Department of Medicine, Mayo Clinic, Rochester, Minnesota
| | - Rachel H Amundson
- Division of Nephrology & Hypertension, Mayo Clinic, Rochester, Minnesota
| | - Margaret d'Uscio
- Division of Nephrology & Hypertension, Mayo Clinic, Rochester, Minnesota
| | - Lindsey M Philpot
- Division of Community Internal Medicine, Mayo Clinic, Rochester, Minnesota
| | | | - Andrea G Kattah
- Division of Nephrology & Hypertension, Mayo Clinic, Rochester, Minnesota
| | - Robert C Albright
- Division of Nephrology & Hypertension, Mayo Clinic, Rochester, Minnesota
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21
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Sohaney R, Yin H, Shahinian V, Saran R, Burrows NR, Pavkov ME, Banerjee T, Hsu CY, Powe N, Steffick D, Zivin K, Heung M. In-Hospital and 1-Year Mortality Trends in a National Cohort of US Veterans with Acute Kidney Injury. Clin J Am Soc Nephrol 2022; 17:184-193. [PMID: 35131927 PMCID: PMC8823933 DOI: 10.2215/cjn.01730221] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2021] [Accepted: 12/08/2021] [Indexed: 02/03/2023]
Abstract
BACKGROUND AND OBJECTIVES AKI, a frequent complication among hospitalized patients, confers excess short- and long-term mortality. We sought to determine trends in in-hospital and 1-year mortality associated with AKI as defined by Kidney Disease Improving Global Outcomes consensus criteria. DESIGN, SETTING, PARTICIPANTS, & MEASUREMENTS This retrospective cohort study used data from the national Veterans Health Administration on all patients hospitalized from October 1, 2008 to September 31, 2017. AKI was defined by Kidney Disease Improving Global Outcomes serum creatinine criteria. In-hospital and 1-year mortality trends were analyzed in patients with and without AKI using Cox regression with year as a continuous variable. RESULTS We identified 1,688,457 patients and 2,689,093 hospitalizations across the study period. Among patients with AKI, 6% died in hospital, and 28% died within 1 year. In contrast, in-hospital and 1-year mortality rates were 0.8% and 14%, respectively, among non-AKI hospitalizations. During the study period, there was a slight decline in crude in-hospital AKI-associated mortality (hazard ratio, 0.98 per year; 95% confidence interval, 0.98 to 0.99) that was attenuated after accounting for patient demographics, comorbid conditions, and acute hospitalization characteristics (adjusted hazard ratio, 0.99 per year; 95% confidence interval, 0.99 to 1.00). This stable temporal trend in mortality persisted at 1 year (adjusted hazard ratio, 1.00 per year; 95% confidence interval, 0.99 to 1.00). CONCLUSIONS AKI associated mortality remains high, as greater than one in four patients with AKI died within 1 year of hospitalization. Over the past decade, there seems to have been no significant progress toward improving in-hospital or long-term AKI survivorship.
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Affiliation(s)
- Ryann Sohaney
- Division of Nephrology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan,Division of Nephrology, Department of Internal Medicine, Henry Ford Health System, Detroit, Michigan
| | - Huiying Yin
- Division of Nephrology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan,Kidney Epidemiology and Cost Center, University of Michigan, Ann Arbor, Michigan
| | - Vahakn Shahinian
- Division of Nephrology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan,Kidney Epidemiology and Cost Center, University of Michigan, Ann Arbor, Michigan
| | - Rajiv Saran
- Division of Nephrology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan,Kidney Epidemiology and Cost Center, University of Michigan, Ann Arbor, Michigan,Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, Michigan
| | - Nilka Ríos Burrows
- Division of Diabetes Translation, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Meda E. Pavkov
- Division of Diabetes Translation, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Tanushree Banerjee
- Department of Medicine, University of California San Francisco, San Francisco, California
| | - Chi-yuan Hsu
- Division of Nephrology, School of Medicine, University of California, San Francisco, California
| | - Neil Powe
- Department of Medicine, University of California San Francisco, San Francisco, California
| | - Diane Steffick
- Division of Nephrology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan,Kidney Epidemiology and Cost Center, University of Michigan, Ann Arbor, Michigan
| | - Kara Zivin
- Department of Psychiatry, University of Michigan, Ann Arbor, Michigan,Center for Clinical Management Research, Veterans Affairs Ann Arbor Health Care System, Ann Arbor, Michigan
| | - Michael Heung
- Division of Nephrology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan,Kidney Epidemiology and Cost Center, University of Michigan, Ann Arbor, Michigan
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22
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Mo M, Huang Z, Huo D, Pan L, Xia N, Liao Y, Yang Z. Influence of Red Blood Cell Distribution Width on All-Cause Death in Critical Diabetic Patients with Acute Kidney Injury. Diabetes Metab Syndr Obes 2022; 15:2301-2309. [PMID: 35942039 PMCID: PMC9356623 DOI: 10.2147/dmso.s377650] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Accepted: 07/18/2022] [Indexed: 12/05/2022] Open
Abstract
OBJECTIVE To explore the relationship between red blood cell distribution width (RDW) and all-cause death in critical diabetic patients with acute kidney injury (AKI). METHODS The clinical data of critical diabetic patients with AKI in MIMIC-III database were analyzed retrospectively. According to the survival status of 28-day after AKI and levels of RDW, patients were divided into survival and death groups, high RDW (RDW > 15.3%) and low RDW groups (RDW ≤ 15.3%). Kaplan-Meier curves were used to compare the survival rates of diabetic patients with AKI in different RDW and AKI stages, and Cox regression analysis was used to evaluate the risk factors of 28-day all-cause death in critical diabetic patients with AKI. RESULTS A total of 5200 patients with critical diabetic patients with AKI were included in this study with the male to female ratio of 1.53:1. The mean follow-up time was 24.97 ± 7.14 days, and the 28-day all-cause mortality was 17.9% (931/5200). Age, RDW, blood urea nitrogen, serum creatinine, lactic acid, proportion of AKI stage, sepsis and respiratory failure in the death group were higher than those in the survival group, while mean arterial pressure (MAP) and red blood cell count were lower than those in the survival group. Kaplan-Meier analysis showed that the 28-day survival rate of the high RDW group was significantly lower than that of the low RDW group (log-rank χ 2 = 9.970, P = 0.002). Multivariate Cox regression analysis showed that advanced age (HR = 1.042, 95% CI = 1.021-1.063), decreased MAP (HR = 0.984, 95% CI = 0.969-0.998), stage 3 AKI (HR = 3.318, 95% CI = 1.598-6.890) and increased RDW (HR = 1.255, 95% CI = 1.123-1.403) were independent risk factors of 28-day all-cause death in critical diabetic patients with AKI (P < 0.05). CONCLUSION High level of RDW is an important risk factor of all-cause death in critical diabetic patients with AKI, and it may be used as a valuable index to classify the mortality.
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Affiliation(s)
- Manqiu Mo
- Geriatric Department of Endocrinology, the First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, People’s Republic of China
| | - Zichun Huang
- Department of Cardiovascular Thoracic Surgery, the Third Affiliated Hospital of Guangxi Medical University: Nanning Second People’s Hospital, Nanning, 530031, People’s Republic of China
| | - Dongmei Huo
- Department of Nephrology, the First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, People’s Republic of China
| | - Ling Pan
- Department of Nephrology, the First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, People’s Republic of China
| | - Ning Xia
- Geriatric Department of Endocrinology, the First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, People’s Republic of China
| | - Yunhua Liao
- Department of Nephrology, the First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, People’s Republic of China
| | - Zhenhua Yang
- Department of Nephrology, the First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, People’s Republic of China
- Correspondence: Zhenhua Yang; Yunhua Liao, Department of Nephrology, the First Affiliated Hospital of Guangxi Medical University, No. 6, Shuangyong Road, Nanning, 530021, Guangxi, People’s Republic of China, Email ;
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Neutrophil-to-lymphocyte ratio is a marker for acute kidney injury progression and mortality in critically ill populations: a population-based, multi-institutional study. J Nephrol 2021; 35:911-920. [PMID: 34623629 PMCID: PMC8498757 DOI: 10.1007/s40620-021-01162-3] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2021] [Accepted: 09/17/2021] [Indexed: 12/12/2022]
Abstract
Backgrounds Neutrophil-to-lymphocyte ratio (NLR), a surrogate marker of systemic response to physiological stress, is used for prognosis prediction in many diseases. However, the usefulness of this marker for predicting acute kidney injury (AKI) progression is unclear. Methods This retrospective study was based on the Chang Gung Research Database. Patients admitted to the intensive care unit with a diagnosis of stage 1 or 2 AKI were identified. The primary outcome was a composite of progression to stage 3 AKI, requirement of renal replacement therapy, or 14-day in-hospital mortality. The association between NLR and the primary outcome was examined using a logistic regression model and multivariable analysis. The nonlinearity and cutoff points of this relationship were determined using a restricted cubic spline model. Results A total of 10,441 patients were enrolled. NLR level at the time of stage 1–2 AKI diagnosis was a marker of adverse outcomes. After adjustment for confounders, NLR was independently associated with the composite outcome of AKI progression, renal replacement therapy, or mortality. The restricted cubic spline model revealed a J-shaped curve, with the lowest odds ratio for an NLR between 7 and 38. Subgroup analysis revealed linear and J-shaped relationships between NLR and the primary outcome in patients admitted to the intensive care unit for medical reasons and for cardiovascular surgery, respectively. Conclusions NLR is an independent marker of AKI progression and in-hospital mortality. Because it is readily available in daily practice, it might be used for risk stratification in the AKI population. Graphic abstract ![]()
Supplementary Information The online version contains supplementary material available at 10.1007/s40620-021-01162-3.
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Dahlerus C, Segal JH, He K, Wu W, Chen S, Shearon TH, Sun Y, Pearson A, Li X, Messana JM. Acute Kidney Injury Requiring Dialysis and Incident Dialysis Patient Outcomes in US Outpatient Dialysis Facilities. Clin J Am Soc Nephrol 2021; 16:853-861. [PMID: 34045300 PMCID: PMC8216606 DOI: 10.2215/cjn.18311120] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2020] [Accepted: 03/23/2021] [Indexed: 02/04/2023]
Abstract
BACKGROUND AND OBJECTIVES About 30% of patients with AKI may require ongoing dialysis in the outpatient setting after hospital discharge. A 2017 Centers for Medicare & Medicaid Services policy change allows Medicare beneficiaries with AKI requiring dialysis to receive outpatient treatment in dialysis facilities. Outcomes for these patients have not been reported. We compare patient characteristics and mortality among patients with AKI requiring dialysis and patients without AKI requiring incident dialysis. DESIGN, SETTING, PARTICIPANTS, & MEASUREMENTS We used a retrospective cohort design with 2017 Medicare claims to follow outpatients with AKI requiring dialysis and patients without AKI requiring incident dialysis up to 365 days. Outcomes are unadjusted and adjusted mortality using Kaplan-Meier estimation for unadjusted survival probability, Poisson regression for monthly mortality, and Cox proportional hazards modeling for adjusted mortality. RESULTS In total, 10,821 of 401,973 (3%) Medicare patients requiring dialysis had at least one AKI claim, and 52,626 patients were Medicare patients without AKI requiring incident dialysis. Patients with AKI requiring dialysis were more likely to be White (76% versus 70%), non-Hispanic (92% versus 87%), and age 60 or older (82% versus 72%) compared with patients without AKI requiring incident dialysis. Unadjusted mortality was markedly higher for patients with AKI requiring dialysis compared with patients without AKI requiring incident dialysis. Adjusted mortality differences between both cohorts persisted through month 4 of the follow-up period (all P=0.01), then, they declined and were no longer statistically significant. Adjusted monthly mortality stratified by Black and other race between patients with AKI requiring dialysis and patients without AKI requiring incident dialysis was lower throughout month 4 (1.5 versus 0.60, 1.20 versus 0.84, 1.00 versus 0.80, and 0.95 versus 0.74; all P<0.001), which persisted through month 7. Overall adjusted mortality risk was 22% higher for patients with AKI requiring dialysis (1.22; 95% confidence interval, 1.17 to 1.27). CONCLUSIONS In fully adjusted analyses, patients with AKI requiring dialysis had higher early mortality compared with patients without AKI requiring incident dialysis, but these differences declined after several months. Differences were also observed by age, race, and ethnicity within both patient cohorts.
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Affiliation(s)
- Claudia Dahlerus
- Division of Nephrology, Michigan Medicine, University of Michigan, Ann Arbor, Michigan,Kidney Epidemiology and Cost Center, University of Michigan, Ann Arbor, Michigan
| | - Jonathan H. Segal
- Division of Nephrology, Michigan Medicine, University of Michigan, Ann Arbor, Michigan,Kidney Epidemiology and Cost Center, University of Michigan, Ann Arbor, Michigan
| | - Kevin He
- Kidney Epidemiology and Cost Center, University of Michigan, Ann Arbor, Michigan,Department of Biostatistics, University of Michigan, Ann Arbor, Michigan
| | - Wenbo Wu
- Kidney Epidemiology and Cost Center, University of Michigan, Ann Arbor, Michigan,Department of Biostatistics, University of Michigan, Ann Arbor, Michigan
| | - Shu Chen
- Kidney Epidemiology and Cost Center, University of Michigan, Ann Arbor, Michigan,Department of Biostatistics, University of Michigan, Ann Arbor, Michigan
| | - Tempie H. Shearon
- Kidney Epidemiology and Cost Center, University of Michigan, Ann Arbor, Michigan,Department of Biostatistics, University of Michigan, Ann Arbor, Michigan
| | - Yating Sun
- Kidney Epidemiology and Cost Center, University of Michigan, Ann Arbor, Michigan,Department of Biostatistics, University of Michigan, Ann Arbor, Michigan
| | - Aaron Pearson
- Kidney Epidemiology and Cost Center, University of Michigan, Ann Arbor, Michigan,Department of Biostatistics, University of Michigan, Ann Arbor, Michigan
| | - Xiang Li
- Kidney Epidemiology and Cost Center, University of Michigan, Ann Arbor, Michigan,Department of Biostatistics, University of Michigan, Ann Arbor, Michigan
| | - Joseph M. Messana
- Division of Nephrology, Michigan Medicine, University of Michigan, Ann Arbor, Michigan,Kidney Epidemiology and Cost Center, University of Michigan, Ann Arbor, Michigan
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25
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Abdel-Rahman EM, Turgut F, Gautam JK, Gautam SC. Determinants of Outcomes of Acute Kidney Injury: Clinical Predictors and Beyond. J Clin Med 2021; 10:jcm10061175. [PMID: 33799741 PMCID: PMC7999959 DOI: 10.3390/jcm10061175] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2021] [Revised: 03/05/2021] [Accepted: 03/10/2021] [Indexed: 12/24/2022] Open
Abstract
Acute kidney injury (AKI) is a common clinical syndrome characterized by rapid impairment of kidney function. The incidence of AKI and its severe form AKI requiring dialysis (AKI-D) has been increasing over the years. AKI etiology may be multifactorial and is substantially associated with increased morbidity and mortality. The outcome of AKI-D can vary from partial or complete recovery to transitioning to chronic kidney disease, end stage kidney disease, or even death. Predicting outcomes of patients with AKI is crucial as it may allow clinicians to guide policy regarding adequate management of this problem and offer the best long-term options to their patients in advance. In this manuscript, we will review the current evidence regarding the determinants of AKI outcomes, focusing on AKI-D.
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Affiliation(s)
- Emaad M. Abdel-Rahman
- Division of Nephrology, University of Virginia, Charlottesville, VA 22908, USA;
- Correspondence: ; Tel.: +1-(434)-243-2671
| | - Faruk Turgut
- Internal Medicine/Nephrology, Faculty of Medicine, Mustafa Kemal University, Antakya/Hatay 31100, Turkey;
| | - Jitendra K. Gautam
- Division of Nephrology, University of Virginia, Charlottesville, VA 22908, USA;
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26
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Mo M, Pan L, Huang Z, Liang Y, Liao Y, Xia N. Development and Validation of a Prediction Model for Survival in Diabetic Patients With Acute Kidney Injury. Front Endocrinol (Lausanne) 2021; 12:737996. [PMID: 35002952 PMCID: PMC8727769 DOI: 10.3389/fendo.2021.737996] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/16/2021] [Accepted: 12/01/2021] [Indexed: 01/08/2023] Open
Abstract
OBJECTIVE We aimed to analyze the risk factors affecting all-cause mortality in diabetic patients with acute kidney injury (AKI) and to develop and validate a nomogram for predicting the 90-day survival rate of patients. METHODS Clinical data of diabetic patients with AKI who were diagnosed at The First Affiliated Hospital of Guangxi Medical University from April 30, 2011, to April 30, 2021, were collected. A total of 1,042 patients were randomly divided into a development cohort and a validation cohort at a ratio of 7:3. The primary study endpoint was all-cause death within 90 days of AKI diagnosis. Clinical parameters and demographic characteristics were analyzed using Cox regression to develop a prediction model for survival in diabetic patients with AKI, and a nomogram was then constructed. The concordance index (C-index), receiver operating characteristic curve, and calibration plot were used to evaluate the prediction model. RESULTS The development cohort enrolled 730 patients with a median follow-up time of 87 (40-98) days, and 86 patients (11.8%) died during follow-up. The 90-day survival rate was 88.2% (644/730), and the recovery rate for renal function in survivors was 32.9% (212/644). Multivariate analysis showed that advanced age (HR = 1.064, 95% CI = 1.043-1.085), lower pulse pressure (HR = 0.964, 95% CI = 0.951-0.977), stage 3 AKI (HR = 4.803, 95% CI = 1.678-13.750), lower 25-hydroxyvitamin D3 (HR = 0.944, 95% CI = 0.930-0.960), and multiple organ dysfunction syndrome (HR = 2.056, 95% CI = 1.287-3.286) were independent risk factors affecting the all-cause death of diabetic patients with AKI (all p < 0.01). The C-indices of the prediction cohort and the validation cohort were 0.880 (95% CI = 0.839-0.921) and 0.798 (95% CI = 0.720-0.876), respectively. The calibration plot of the model showed excellent consistency between the prediction probability and the actual probability. CONCLUSION We developed a new prediction model that has been internally verified to have good discrimination, calibration, and clinical value for predicting the 90-day survival rate of diabetic patients with AKI.
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Affiliation(s)
- Manqiu Mo
- Geriatric Department of Endocrinology, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Ling Pan
- Department of Nephrology, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Zichun Huang
- Department of Cardiovascular Thoracic Surgery, The Third Affiliated Hospital of Guangxi Medical University: Nanning Second People’s Hospital, Nanning, China
| | - Yuzhen Liang
- Department of Endocrinology, The Second Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Yunhua Liao
- Department of Nephrology, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Ning Xia
- Geriatric Department of Endocrinology, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
- *Correspondence: Ning Xia,
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27
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Advani A. Acute Kidney Injury: A Bona Fide Complication of Diabetes. Diabetes 2020; 69:2229-2237. [PMID: 33082271 DOI: 10.2337/db20-0604] [Citation(s) in RCA: 42] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/07/2020] [Accepted: 08/07/2020] [Indexed: 11/13/2022]
Abstract
The landscape of kidney disease in diabetes has shifted. The classical dogma of "diabetic nephropathy" progressing through stages of albuminuria, leading to decline in glomerular filtration rate and end-stage kidney disease (ESKD), has been replaced by a more nuanced understanding of the complex and heterogeneous nature of kidney disease in diabetes. Paralleling this evolution, standardized definitions have resulted in a growing appreciation that acute kidney injury (AKI) is increasing in its incidence rapidly and that people with diabetes are much more likely to develop AKI than people without diabetes. Here, I propose that AKI should be considered a complication of diabetes alongside other complications that similarly do not fit neatly into the historical microvascular/macrovascular paradigm. In this article, we take a look at the evidence indicating that diabetes is a major risk factor for AKI and we review the causes of this increased risk. We consider the long-term implications of AKI in diabetes and its potential contribution to the future development of chronic kidney disease, ESKD, and mortality. Finally, we look toward the future at strategies to better identify people at risk for AKI and to develop new approaches to improve AKI outcomes. Recognizing AKI as a bona fide complication of diabetes should open up new avenues for investigation that may ultimately improve the outlook for people living with diabetes and at risk for kidney disease.
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Affiliation(s)
- Andrew Advani
- Keenan Research Centre for Biomedical Science and Li Ka Shing Knowledge Institute of St. Michael's Hospital, Toronto, Ontario, Canada
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28
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Rudman-Melnick V, Adam M, Potter A, Chokshi SM, Ma Q, Drake KA, Schuh MP, Kofron JM, Devarajan P, Potter SS. Single-Cell Profiling of AKI in a Murine Model Reveals Novel Transcriptional Signatures, Profibrotic Phenotype, and Epithelial-to-Stromal Crosstalk. J Am Soc Nephrol 2020; 31:2793-2814. [PMID: 33115917 DOI: 10.1681/asn.2020010052] [Citation(s) in RCA: 124] [Impact Index Per Article: 24.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2020] [Accepted: 07/26/2020] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND Current management of AKI, a potentially fatal disorder that can also initiate or exacerbate CKD, is merely supportive. Therefore, deeper understanding of the molecular pathways perturbed in AKI is needed to identify targets with potential to lead to improved treatment. METHODS We performed single-cell RNA sequencing (scRNA-seq) with the clinically relevant unilateral ischemia-reperfusion murine model of AKI at days 1, 2, 4, 7, 11, and 14 after AKI onset. Using real-time quantitative PCR, immunofluorescence, Western blotting, and both chromogenic and single-molecule in situ hybridizations, we validated AKI signatures in multiple experiments. RESULTS Our findings show the time course of changing gene expression patterns for multiple AKI stages and all renal cell types. We observed elevated expression of crucial injury response factors-including kidney injury molecule-1 (Kim1), lipocalin 2 (Lcn2), and keratin 8 (Krt8)-and of several novel genes (Ahnak, Sh3bgrl3, and Col18a1) not previously examined in kidney pathologies. AKI induced proximal tubule dedifferentiation, with a pronounced nephrogenic signature represented by Sox4 and Cd24a. Moreover, AKI caused the formation of "mixed-identity cells" (expressing markers of different renal cell types) that are normally seen only during early kidney development. The injured tubules acquired a proinflammatory and profibrotic phenotype; moreover, AKI dramatically modified ligand-receptor crosstalk, with potential pathologic epithelial-to-stromal interactions. Advancing age in AKI onset was associated with maladaptive response and kidney fibrosis. CONCLUSIONS The scRNA-seq, comprehensive, cell-specific profiles provide a valuable resource for examining molecular pathways that are perturbed in AKI. The results fully define AKI-associated dedifferentiation programs, potential pathologic ligand-receptor crosstalk, novel genes, and the improved injury response in younger mice, and highlight potential targets of kidney injury.
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Affiliation(s)
- Valeria Rudman-Melnick
- Division of Developmental Biology, Cincinnati Children's Medical Center, Cincinnati, Ohio
| | - Mike Adam
- Division of Developmental Biology, Cincinnati Children's Medical Center, Cincinnati, Ohio
| | - Andrew Potter
- Division of Developmental Biology, Cincinnati Children's Medical Center, Cincinnati, Ohio
| | - Saagar M Chokshi
- Division of Nephrology and Hypertension, Cincinnati Children's Medical Center, Cincinnati, Ohio
| | - Qing Ma
- Division of Nephrology and Hypertension, Cincinnati Children's Medical Center, Cincinnati, Ohio
| | - Keri A Drake
- Division of Pediatric Nephrology, University of Texas Southwestern Medical Center, Dallas, Texas
| | - Meredith P Schuh
- Division of Nephrology and Hypertension, Cincinnati Children's Medical Center, Cincinnati, Ohio
| | - J Matthew Kofron
- Division of Developmental Biology, Cincinnati Children's Medical Center, Cincinnati, Ohio
| | - Prasad Devarajan
- Division of Nephrology and Hypertension, Cincinnati Children's Medical Center, Cincinnati, Ohio
| | - S Steven Potter
- Division of Developmental Biology, Cincinnati Children's Medical Center, Cincinnati, Ohio
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29
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Shopit A, Niu M, Wang H, Tang Z, Li X, Tesfaldet T, Ai J, Ahmad N, Al-Azab M, Tang Z. Protection of diabetes-induced kidney injury by phosphocreatine via the regulation of ERK/Nrf2/HO-1 signaling pathway. Life Sci 2019; 242:117248. [PMID: 31899224 DOI: 10.1016/j.lfs.2019.117248] [Citation(s) in RCA: 47] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2019] [Revised: 12/25/2019] [Accepted: 12/29/2019] [Indexed: 12/19/2022]
Abstract
Diabetic nephropathy is the most common long-term complication of diabetes mellitus. The Methylglyoxal (MGO) production is mainly by metabolic pathways, such as lipolysis and glycolysis, its increases in the DM enhances oxidative stress and plays a crucial role in the diabetic nephrotic pathogenesis. Phosphocreatine (PCr) can improve lipopolysaccharide, ox-LDL-induced atherosclerosis, and alleviate vascular endothelial cell injury in diabetes. The aim of our present study is to examine the potential role of phosphocreatine (PCr) as a molecule protects against diabetes-induced Kidney Injury in-vitro and in-vivo through ERK/Nrf2/HO-1 signaling pathway. NRK-52E cells treatment with PCr obviously suppressed MGO-induced change of viability, apoptosis, coupled with decreased Bax/Bcl-2ratio, casapse-9 and caspase-3expressions. We determined the generation of reactive oxygen species (ROS) using membrane permeable fluorescent probe DCFH-DA as well as intracellular calcium by flow cytometry. ERK, Nrf2 and HO-1 expressions were determined by Western blot. PCr pretreatment significantly returned the oxidative stress enzymes to normal condition in-vitro and in-vivo. PCr pretreatment significantly reduced apoptosis, calcium and ROS production, induced by MGO, in NRK-52E cells. Moreover, pretreatment with PCr significantly inhibited cleaved caspase-3, cleaved caspase-9 and p-ERK expressions, while increased Nrf-2 and HO-1 expressions. Furthermore, PCr pretreatment significantly decreased p-ERK expression of MGO-induced injury in NRK-52E cells transfected with p-ERK cDNA. In conclusion, the renal protective effect of PCr in-vitro and in-vivo depends on suppressing apoptosis and ROS generation through ERK mediated Nrf-2/HO-1 pathway, suggesting that PCr may be a novel therapeutic candidate for the diabetic nephropathy treatment.
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Affiliation(s)
- Abdullah Shopit
- Acad integrated Med & Collage of Pharmacy, Department of Pharmacology, Dalian Medical University, Dalian 116044, China
| | - Mengyue Niu
- Acad integrated Med & Collage of Pharmacy, Department of Pharmacology, Dalian Medical University, Dalian 116044, China
| | - Hongyan Wang
- Acad integrated Med & Collage of Pharmacy, Department of Pharmacology, Dalian Medical University, Dalian 116044, China
| | - Zhongyuan Tang
- Department of Orthodontics, School of Stomatology, Jilin University, Changchun 130000, China
| | - Xiaodong Li
- Second Clinical College, Dalian Medical University, Dalian 116044, China
| | - Tsehaye Tesfaldet
- Acad integrated Med & Collage of Pharmacy, Department of Pharmacology, Dalian Medical University, Dalian 116044, China
| | - Jie Ai
- Acad integrated Med & Collage of Pharmacy, Department of Pharmacology, Dalian Medical University, Dalian 116044, China
| | - Nisar Ahmad
- Acad integrated Med & Collage of Pharmacy, Department of Pharmacology, Dalian Medical University, Dalian 116044, China
| | - Mahmoud Al-Azab
- Department of immunology, Dalian Medical University, Dalian 116044, China
| | - Zeyao Tang
- Acad integrated Med & Collage of Pharmacy, Department of Pharmacology, Dalian Medical University, Dalian 116044, China.
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