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Decarbonisation of Kidney Care in the United Arab Emirates: A Roadmap to an Environmentally Sustainable Care [Letter]. 阿拉伯联合酋长国肾脏护理的去碳化:实现环境可持续护理的路线图[信]。
IF 2.1 Q2 UROLOGY & NEPHROLOGY Pub Date : 2024-11-01 eCollection Date: 2024-01-01 DOI: 10.2147/IJNRD.S502317
Elanda Fikri
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引用次数: 0
Different Dosage Regimens of Rituximab in Primary Membranous Nephropathy Treatment: A Systematic Review. 利妥昔单抗在原发性膜性肾病治疗中的不同剂量方案:系统综述。
IF 2.1 Q2 UROLOGY & NEPHROLOGY Pub Date : 2024-10-29 eCollection Date: 2024-01-01 DOI: 10.2147/IJNRD.S489455
Yi Yu, Ricong Xu, Zhijian Li, Qijun Wan

Primary membranous nephropathy (PMN) is one of the prevalent pathological types of adult primary nephrotic syndrome. Pathogenic autoantibodies targeting podocyte antigens such as phospholipase A2 receptor (PLA2R) lead to the disease. Patients frequently experience notable adverse effects when treated with conventional immunosuppressive therapies. Rituximab (RTX), a mouse/human monoclonal antibody, selectively depletes B cells and leads to a decrease in the antibody levels in the circulation, which helps to alleviate membranous nephropathy. Various RTX dosage regimens have been applied globally in the PMN treatment with satisfactory effects. Nevertheless, the optimal dosage of RTX has yet to be determined. This article reviews the application of different doses of RTX in the management of PMN so far.

原发性膜性肾病(PMN)是成人原发性肾病综合征的主要病理类型之一。以磷脂酶 A2 受体(PLA2R)等荚膜细胞抗原为靶点的致病性自身抗体导致该病。患者在接受常规免疫抑制疗法治疗时经常会出现明显的不良反应。利妥昔单抗(RTX)是一种小鼠/人类单克隆抗体,可选择性地消耗 B 细胞,导致血液循环中的抗体水平下降,从而有助于缓解膜性肾病。在全球范围内,各种 RTX 剂量方案已被用于治疗膜性肾病,并取得了令人满意的效果。然而,RTX的最佳剂量仍有待确定。本文回顾了迄今为止不同剂量 RTX 在 PMN 治疗中的应用。
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引用次数: 0
Correlation of Asymmetric Dimethylarginine With Podocytopathy Markers in Diabetic Kidney Disease Patients. 糖尿病肾病患者体内非对称二甲基精氨酸与荚膜细胞病变标志物的相关性
IF 2.1 Q2 UROLOGY & NEPHROLOGY Pub Date : 2024-10-22 eCollection Date: 2024-01-01 DOI: 10.2147/IJNRD.S476395
Pringgodigdo Nugroho, Riahdo Juliarman Saragih, Aida Lydia, Muhadi Muhadi, Harry Isbagio, Hamzah Shatri, Carissa Cornelia Chundiawan, Fidel Hermanto

Background: Diabetic kidney disease (DKD) is the leading cause of end-stage kidney disease, and podocytopathy is an early manifestation of DKD characterized by the urinary excretion of podocyte-specific proteins, such as nephrin and podocin. Asymmetric dimethylarginine (ADMA)-a biomarker of endothelial dysfunction-is associated with progressive kidney dysfunction. However, the mechanism of endothelial dysfunction in DKD progression is unclear. The aim of this study was to investigate the correlations of ADMA levels with nephrin, podocin, and the podocin:nephrin ratio (PNR) in DKD patients.

Methods: A cross-sectional study of 41 DKD outpatients was performed in two hospitals in Jakarta from April-June 2023. The collected data included the subjects' characteristics, histories of disease and medication, and relevant laboratory data. Serum ADMA was measured using liquid chromatography, while urinary podocin and nephrin were measured using the enzyme-linked immunosorbent assay (ELISA) method. A correlation analysis was performed to evaluate the correlation of ADMA with nephrin, podocin, and PNR. Regression analysis was performed to determine confounding factors.

Results: The mean value of ADMA was 70.2 (SD 17.2) ng/mL, the median for nephrin was 65 (20-283 ng/mL), and the median of podocin was 0.505 (0.433-0.622) ng/mL. ADMA correlated significantly with nephrin (r = 0.353, p = 0.024) and PNR (r = -0.360, p = 0.021), but no correlation was found between ADMA and podocin (r = 0.133, p = 0.409). The multivariate analysis showed that body mass index was a confounding factor.

Conclusion: This study revealed weak positive correlations between ADMA and urinary nephrin and between ADMA and PNR. No correlation was found between ADMA and urinary podocin.

背景:糖尿病肾病(DKD)是终末期肾病的主要病因,而荚膜细胞病变是糖尿病肾病的早期表现,其特征是荚膜细胞特异性蛋白(如肾素和荚膜蛋白)在尿液中的排泄。不对称二甲基精氨酸(ADMA)是内皮功能障碍的生物标志物,与进行性肾功能障碍有关。然而,DKD进展过程中内皮功能障碍的机制尚不清楚。本研究旨在探讨DKD患者体内ADMA水平与肾素、荚膜蛋白及荚膜蛋白:肾素比值(PNR)的相关性:2023年4月至6月,雅加达两家医院对41名DKD门诊患者进行了横断面研究。收集的数据包括受试者的特征、病史、用药史和相关实验室数据。血清 ADMA 采用液相色谱法测量,尿液中的荚膜蛋白和肾素则采用酶联免疫吸附试验(ELISA)法测定。进行了相关性分析,以评估 ADMA 与肾素、荚膜蛋白和 PNR 的相关性。为确定混杂因素,还进行了回归分析:ADMA的平均值为70.2(SD 17.2)纳克/毫升,肾素的中位数为65(20-283纳克/毫升),荚膜素的中位数为0.505(0.433-0.622)纳克/毫升。ADMA与肾素(r = 0.353,p = 0.024)和PNR(r = -0.360,p = 0.021)明显相关,但ADMA与荚膜蛋白(r = 0.133,p = 0.409)之间没有相关性。多变量分析表明,体重指数是一个干扰因素:本研究显示,ADMA 和尿肾素之间以及 ADMA 和 PNR 之间存在微弱的正相关性。ADMA与尿podocin之间没有相关性。
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引用次数: 0
Decarbonisation of Kidney Care in the United Arab Emirates: A Roadmap to an Environmentally Sustainable Care. 阿拉伯联合酋长国肾脏护理的去碳化:实现环境可持续护理的路线图。
IF 2.1 Q2 UROLOGY & NEPHROLOGY Pub Date : 2024-10-15 eCollection Date: 2024-01-01 DOI: 10.2147/IJNRD.S481121
Stephen Geoffrey Holt, Erik Koornneef, Ali Abdul Kareem Al Obeidli, Luke Hubbert, Lindsay Nicholson

Chronic kidney disease (CKD) remains a major public health burden and a leading cause of mortality worldwide and in the United Arab Emirates (UAE). Alongside its clinical and humanistic burden, CKD care is associated with a significant carbon footprint. In this narrative review, we present an overview of the carbon footprint of current CKD treatments and the results of an analysis estimating the carbon footprint of CKD treatments in the UAE. Using the life cycle assessment (LCA) method and local data from the published national reports and inventory sources, we estimated that haemodialysis leads to greenhouse gas (GHG) emissions of ~12.8 tons of CO2 equivalents (CO2eq) per person in the UAE annually. Thus, the decarbonisation of CKD care is crucial in establishing an environmentally sustainable healthcare system. We propose a framework to decarbonise CKD care in the UAE that tackles the carbon footprint of CKD care in the UAE by focusing on three main pillars: Delaying early CKD and slowing its progression; reducing anthropogenic emissions from CKD and dialysis care by promoting best practices and eco-friendly technologies; and enhancing access to kidney transplantation. Such approaches are relevant not only for the UAE but also for global healthcare systems aiming towards net-zero emissions.

慢性肾脏病(CKD)仍然是一个重大的公共卫生负担,也是全球和阿拉伯联合酋长国(UAE)的主要死亡原因。除临床和人文负担外,慢性肾脏病护理还伴随着巨大的碳足迹。在这篇叙述性综述中,我们概述了目前慢性肾功能衰竭治疗的碳足迹,并介绍了估算阿联酋慢性肾功能衰竭治疗碳足迹的分析结果。通过使用生命周期评估 (LCA) 方法以及从已发布的国家报告和清单来源中获取的本地数据,我们估计血液透析导致阿联酋每人每年排放约 12.8 吨二氧化碳当量 (CO2eq) 的温室气体 (GHG)。因此,慢性肾脏病治疗的去碳化对于建立环境可持续的医疗保健系统至关重要。我们提出了在阿联酋实现慢性肾功能衰竭治疗脱碳的框架,通过关注三大支柱来解决阿联酋慢性肾功能衰竭治疗的碳足迹问题:延缓早期慢性肾功能衰竭并减缓其进展;通过推广最佳实践和生态友好型技术,减少慢性肾功能衰竭和透析护理过程中的人为排放;以及提高肾移植的可及性。这些方法不仅适用于阿联酋,也适用于旨在实现净零排放的全球医疗保健系统。
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引用次数: 0
Management of hyperkalemia: Expert consensus from Kuwait - a Modified Delphi Approach. 高钾血症的管理:来自科威特的专家共识 - 改良德尔菲法。
IF 2.1 Q2 UROLOGY & NEPHROLOGY Pub Date : 2024-10-05 eCollection Date: 2024-01-01 DOI: 10.2147/IJNRD.S476344
Ali AlSahow, Bassam Bulbanat, Bassam Alhelal, Khaldoun Alhumoud, Ahmad Alkharaza, Torki Alotaibi, Heba Alrajab, Anas Alyousef, Fatimah Hadi

Introduction: Hyperkalemia is common in heart failure (HF) patients on renin angiotensin aldosterone inhibitors (RAASi), in chronic kidney disease (CKD), and in hemodialysis, and it negatively impacts their management. New potassium binders, such as sodium zirconium cyclosilicate (SZC), are effective in management of acute and chronic hyperkalemia. However, guidelines inconsistencies and lack of standardized treatment protocols are hindering proper and wider use of such agents. Therefore, an expert panel from Kuwait developed a consensus statement to address hyperkalemia management in acute settings, in HF, in CKD, and in hemodialysis.

Methods: A three-step modified Delphi method was adopted to develop the present consensus, which consisted of two rounds of voting and in-between a virtual meeting. Twelve experts from Kuwait participated in this consensus. Statements were developed and shared with experts for voting. A meeting was held to discuss statements that did not reach consensus at the first round and then the remaining statements were shared for final voting.

Results: The consensus consists of 44 statements involving an introduction to and the management of hyperkalemia in acute settings, HF, CKD, and hemodialysis. Thirty-six statements approved unanimously in the first vote. In the second vote, four statements were removed and four were approved after editing.

Conclusion: Hyperkalemia management lacks standardized definitions, treatment thresholds and consistent guidelines and laboratory practices. This consensus is in response to lack of standardized treatment in the Arabian Gulf, and it aims to establish guidance on hyperkalemia management for healthcare practitioners in Kuwait and highlight future needs.

简介:高钾血症常见于服用肾素血管紧张素醛固酮抑制剂(RAASi)的心力衰竭(HF)患者、慢性肾脏病(CKD)患者和血液透析患者,对他们的治疗产生负面影响。新型钾结合剂,如环硅酸锆钠(SZC),可有效治疗急性和慢性高钾血症。然而,指导方针的不一致和标准化治疗方案的缺乏阻碍了此类药物的正确和广泛使用。因此,科威特的一个专家小组制定了一份共识声明,以解决急性环境、高血压、慢性肾脏病和血液透析中的高钾血症管理问题:方法:为达成本共识,采用了三步修正德尔菲法,包括两轮投票和中间的虚拟会议。来自科威特的 12 位专家参加了此次共识会议。制定了声明并与专家们分享,以进行投票。举行了一次会议,讨论第一轮未达成共识的声明,然后共享其余声明进行最后表决:共识包括 44 项声明,涉及急性期、高血压、慢性肾脏病和血液透析中高钾血症的介绍和管理。在第一次投票中,36 份声明获得一致通过。在第二次投票中,四项声明被删除,四项声明经编辑后获得批准:结论:高钾血症管理缺乏标准化的定义、治疗阈值以及一致的指南和实验室实践。本共识是针对阿拉伯海湾地区缺乏标准化治疗的现状而提出的,旨在为科威特的医疗从业人员制定高钾血症管理指南,并强调未来的需求。
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引用次数: 0
Influence of Podocyte Injury on the Development of Class IV Lupus Nephritis. 荚膜细胞损伤对四级狼疮性肾炎发展的影响
IF 2.1 Q2 UROLOGY & NEPHROLOGY Pub Date : 2024-10-04 eCollection Date: 2024-01-01 DOI: 10.2147/IJNRD.S473616
Cyntia Camilo Franco Borges Zago, Bruna de Freitas Oliveira, Giovanna Uehara, Ana Laura Carvalho da Silva, Laura Penna Rocha, Fabiano Bichuette Custódio, Liliane Silvano Araújo, Crislaine Aparecida da Silva, Marlene Antônia Reis, Juliana Reis Machado

Purpose: In the kidneys, Systemic Lupus Erythematosus leads to Lupus Nephritis (LN), a form of glomerulonephritis. There is evidence that patients with LN may present activation of specific pathways for podocyte injury. This injury can occur through different mechanisms such as loss of podocyte adhesion to the glomerular basement membrane, cell death or dedifferentiation. Podocyturia with consequent podocytopenia has been described in some nephropathies such as LN, highlighting the importance of studying podocyte injuries in this condition. Evaluating in situ morphological characteristics of podocytes becomes relevant for a better understanding of the processes involved in their pathogenesis. This study investigated podocytes in different classes of LN in renal biopsies performed by the Kidney Research Center at the Federal University of Triângulo Mineiro.

Patients and methods: Twenty control cases and 29 biopsy cases diagnosed with LN were selected, divided according to the histopathological classes of the disease. Podocyte density was assessed through immunohistochemistry for Wilms tumor 1 protein and the evaluation of foot process effacement was performed by transmission electron microscopy.

Results: Podocyte density was lower in the LN and this reduction was observed in all analyzed classes when compared to the control group. More foot process effacement was observed in the LN group, with more effacement in classes I/II and class IV compared to the control group. The class IV group showed more foot process effacement than the class III group and presented higher proteinuria levels compared to the classes I/II group. A strong, positive, and significant correlation was observed between the activity index and foot process effacement in the class IV group.

Conclusion: Podocytes play an important role in the development of LN, and possibly, injuries to these cells are more closely related to the inflammatory/diffuse proliferative cellular process developed in class IV LN.

目的:在肾脏中,系统性红斑狼疮会导致狼疮性肾炎(LN),这是一种肾小球肾炎。有证据表明,狼疮肾炎患者可能会出现荚膜细胞损伤的特定途径激活。这种损伤可通过不同的机制发生,如荚膜细胞失去与肾小球基底膜的粘附力、细胞死亡或脱分化。一些肾病(如淋巴结核)中出现了荚膜细胞尿和随之而来的荚膜细胞减少症,这凸显了研究这种情况下荚膜细胞损伤的重要性。评估荚膜细胞的原位形态特征有助于更好地了解其发病过程。本研究调查了 Triângulo Mineiro 联邦大学肾脏研究中心进行的肾活检中不同类型 LN 中的荚膜细胞:研究选择了 20 例对照病例和 29 例确诊为 LN 的活检病例,并根据疾病的组织病理学分类进行了划分。通过Wilms肿瘤1蛋白的免疫组织化学方法评估荚膜细胞密度,并通过透射电子显微镜评估足突脱出情况:结果:与对照组相比,淋巴结核患者的荚膜细胞密度较低,而且在所有分析级别中都能观察到这种降低。与对照组相比,LN 组观察到更多的足突脱出,I/II 级和 IV 级脱出更多。与 I/II 级组相比,IV 级组比 III 级组有更多的足突脱出,蛋白尿水平也更高。在 IV 级组,观察到活动指数和足突脱出之间存在较强的正相关性:结论:荚膜细胞在 LN 的形成过程中起着重要作用,这些细胞的损伤可能与 IV 级 LN 的炎症/弥漫性增生细胞过程有更密切的关系。
{"title":"Influence of Podocyte Injury on the Development of Class IV Lupus Nephritis.","authors":"Cyntia Camilo Franco Borges Zago, Bruna de Freitas Oliveira, Giovanna Uehara, Ana Laura Carvalho da Silva, Laura Penna Rocha, Fabiano Bichuette Custódio, Liliane Silvano Araújo, Crislaine Aparecida da Silva, Marlene Antônia Reis, Juliana Reis Machado","doi":"10.2147/IJNRD.S473616","DOIUrl":"https://doi.org/10.2147/IJNRD.S473616","url":null,"abstract":"<p><strong>Purpose: </strong>In the kidneys, Systemic Lupus Erythematosus leads to Lupus Nephritis (LN), a form of glomerulonephritis. There is evidence that patients with LN may present activation of specific pathways for podocyte injury. This injury can occur through different mechanisms such as loss of podocyte adhesion to the glomerular basement membrane, cell death or dedifferentiation. Podocyturia with consequent podocytopenia has been described in some nephropathies such as LN, highlighting the importance of studying podocyte injuries in this condition. Evaluating in situ morphological characteristics of podocytes becomes relevant for a better understanding of the processes involved in their pathogenesis. This study investigated podocytes in different classes of LN in renal biopsies performed by the Kidney Research Center at the Federal University of Triângulo Mineiro.</p><p><strong>Patients and methods: </strong>Twenty control cases and 29 biopsy cases diagnosed with LN were selected, divided according to the histopathological classes of the disease. Podocyte density was assessed through immunohistochemistry for Wilms tumor 1 protein and the evaluation of foot process effacement was performed by transmission electron microscopy.</p><p><strong>Results: </strong>Podocyte density was lower in the LN and this reduction was observed in all analyzed classes when compared to the control group. More foot process effacement was observed in the LN group, with more effacement in classes I/II and class IV compared to the control group. The class IV group showed more foot process effacement than the class III group and presented higher proteinuria levels compared to the classes I/II group. A strong, positive, and significant correlation was observed between the activity index and foot process effacement in the class IV group.</p><p><strong>Conclusion: </strong>Podocytes play an important role in the development of LN, and possibly, injuries to these cells are more closely related to the inflammatory/diffuse proliferative cellular process developed in class IV LN.</p>","PeriodicalId":14181,"journal":{"name":"International Journal of Nephrology and Renovascular Disease","volume":null,"pages":null},"PeriodicalIF":2.1,"publicationDate":"2024-10-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11460275/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142390464","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Simplified Creatinine Index as Predictor of Malnutrition in Stage 5 Chronic Kidney Disease Patients on Maintenance Haemodialysis. 简化肌酐指数作为维持性血液透析的 5 期慢性肾病患者营养不良的预测指标。
IF 2.1 Q2 UROLOGY & NEPHROLOGY Pub Date : 2024-07-29 eCollection Date: 2024-01-01 DOI: 10.2147/IJNRD.S465294
Ria Bandiara, Davin Takaryanto, Rizky Andhika, Afiatin Makmun, Rudi Supriyadi, Lilik Sukesi

Background: Malnutrition inflammation score (MIS) is an instrument for assessing the nutritional status of stage 5 CKD patients, while simplified creatinine index (SCI) is used to assess muscle mass indirectly.

Purpose: This study aims to analyse the correlation between SCI and MIS, as well as determine the SCI cut-off value as a predictor of malnutrition in stage 5 CKD patients on maintenance HD.

Methods: This research was an analytical observational study with a cross-sectional study approach. The 132 research subjects were stage 5 CKD patients at the HD Unit of RSUP Dr. Hasan Sadikin Bandung. The research used the Rank-Spearman test with SPSS for correlative bivariate analysis. The area under the curve (AUC) on the receiver operating characteristic (ROC) curve was analysed to find the SCI cut-off value as a predictor of malnutrition in stage 5 CKD patients.

Results: Sixty-three subjects (47.7%) were classified as good nutrition and 69 subjects (52.3%) as poor nutrition. The average SCI value in this study was 24.5 mg/kg/day ± SD 3.2 mg/kg/day, with a median MIS value was 6. This study showed a significant negative correlation between SCI and MIS (r = -0.586, p < 0.001). The optimal SCI cut-off from the ROC curve analysis value was ≤ 24.53 mg/kg/day (sensitivity = 76.8%; specificity = 79.4%).

Conclusion: A negative correlation existed between SCI and MIS, with an SCI value ≤ 24.53 indicating poor nutritional status in stage 5 CKD patients on maintenance HD. SCI can be used as a predictor of malnutrition at a lower cost and easier.

背景:目的:本研究旨在分析简化肌酐指数(SCI)和营养炎症评分(MIS)之间的相关性,并确定简化肌酐指数的临界值,以预测接受维持性 HD 治疗的 5 期 CKD 患者的营养不良状况:本研究是一项分析性观察研究,采用横断面研究方法。132名研究对象是万隆哈桑-萨迪金博士医疗中心(RSUP Dr. Hasan Sadikin Bandung)血液透析室的5期CKD患者。研究使用 SPSS 的 Rank-Spearman 检验进行相关的双变量分析。通过分析接收者操作特征曲线(ROC)上的曲线下面积(AUC),找出预测 5 期 CKD 患者营养不良的 SCI 临界值:63名受试者(47.7%)被归类为营养良好,69名受试者(52.3%)被归类为营养不良。本研究的 SCI 平均值为 24.5 毫克/千克/天(± SD 3.2 毫克/千克/天),MIS 中位值为 6。本研究显示 SCI 与 MIS 之间存在显著负相关(r = -0.586,p <0.001)。从 ROC 曲线分析值来看,最佳 SCI 临界值≤ 24.53 毫克/千克/天(灵敏度 = 76.8%;特异性 = 79.4%):SCI与MIS之间存在负相关,SCI值≤24.53表明维持性HD治疗的5期CKD患者营养状况较差。SCI可作为营养不良的预测指标,成本更低,操作更简单。
{"title":"Simplified Creatinine Index as Predictor of Malnutrition in Stage 5 Chronic Kidney Disease Patients on Maintenance Haemodialysis.","authors":"Ria Bandiara, Davin Takaryanto, Rizky Andhika, Afiatin Makmun, Rudi Supriyadi, Lilik Sukesi","doi":"10.2147/IJNRD.S465294","DOIUrl":"10.2147/IJNRD.S465294","url":null,"abstract":"<p><strong>Background: </strong>Malnutrition inflammation score (MIS) is an instrument for assessing the nutritional status of stage 5 CKD patients, while simplified creatinine index (SCI) is used to assess muscle mass indirectly.</p><p><strong>Purpose: </strong>This study aims to analyse the correlation between SCI and MIS, as well as determine the SCI cut-off value as a predictor of malnutrition in stage 5 CKD patients on maintenance HD.</p><p><strong>Methods: </strong>This research was an analytical observational study with a cross-sectional study approach. The 132 research subjects were stage 5 CKD patients at the HD Unit of RSUP Dr. Hasan Sadikin Bandung. The research used the Rank-Spearman test with SPSS for correlative bivariate analysis. The area under the curve (AUC) on the receiver operating characteristic (ROC) curve was analysed to find the SCI cut-off value as a predictor of malnutrition in stage 5 CKD patients.</p><p><strong>Results: </strong>Sixty-three subjects (47.7%) were classified as good nutrition and 69 subjects (52.3%) as poor nutrition. The average SCI value in this study was 24.5 mg/kg/day ± SD 3.2 mg/kg/day, with a median MIS value was 6. This study showed a significant negative correlation between SCI and MIS (r = -0.586, p < 0.001). The optimal SCI cut-off from the ROC curve analysis value was ≤ 24.53 mg/kg/day (sensitivity = 76.8%; specificity = 79.4%).</p><p><strong>Conclusion: </strong>A negative correlation existed between SCI and MIS, with an SCI value ≤ 24.53 indicating poor nutritional status in stage 5 CKD patients on maintenance HD. SCI can be used as a predictor of malnutrition at a lower cost and easier.</p>","PeriodicalId":14181,"journal":{"name":"International Journal of Nephrology and Renovascular Disease","volume":null,"pages":null},"PeriodicalIF":2.1,"publicationDate":"2024-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11296508/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141889207","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Comparative Analysis of Logistic Regression, Gradient Boosted Trees, SVM, and Random Forest Algorithms for Prediction of Acute Kidney Injury Requiring Dialysis After Cardiac Surgery. 逻辑回归、梯度提升树、SVM 和随机森林算法在预测心脏手术后需要透析的急性肾损伤方面的比较分析。
IF 2.1 Q2 UROLOGY & NEPHROLOGY Pub Date : 2024-07-24 eCollection Date: 2024-01-01 DOI: 10.2147/IJNRD.S461028
Evi Diana Omar, Hasnah Mat, Ainil Zafirah Abd Karim, Ridwan Sanaudi, Fairol H Ibrahim, Mohd Azahadi Omar, Muhd Zulfadli Hafiz Ismail, Vivek Jason Jayaraj, Bak Leong Goh

Purpose: This study aimed to identify the best-performing algorithm for predicting Acute Kidney Injury (AKI) necessitating dialysis following cardiac surgery.

Patients and methods: The dataset encompassed patient data from a tertiary cardiothoracic center in Malaysia between 2011 and 2015, sourced from electronic health records. Extensive preprocessing and feature selection ensured data quality and relevance. Four machine learning algorithms were applied: Logistic Regression, Gradient Boosted Trees, Support Vector Machine, and Random Forest. The dataset was split into training and validation sets and the hyperparameters were tuned. Accuracy, Area Under the ROC Curve (AUC), precision, F-measure, sensitivity, and specificity were some of the evaluation criteria. Ethical guidelines for data use and patient privacy were rigorously followed throughout the study.

Results: With the highest accuracy (88.66%), AUC (94.61%), and sensitivity (91.30%), Gradient Boosted Trees emerged as the top performance. Random Forest displayed strong AUC (94.78%) and accuracy (87.39%). In contrast, the Support Vector Machine showed higher sensitivity (98.57%) with lower specificity (59.55%), but lower accuracy (79.02%) and precision (70.81%). Sensitivity (87.70%) and specificity (87.05%) were maintained in balance via Logistic Regression.

Conclusion: These findings imply that Gradient Boosted Trees and Random Forest might be an effective method for identifying patients who would develop AKI following heart surgery. However specific goals, sensitivity/specificity trade-offs, and consideration of the practical ramifications should all be considered when choosing an algorithm.

目的:本研究旨在确定预测心脏手术后需要透析的急性肾损伤(AKI)的最佳算法:数据集包括马来西亚一家三级心胸中心 2011 年至 2015 年间的患者数据,数据来源于电子健康记录。广泛的预处理和特征选择确保了数据的质量和相关性。应用了四种机器学习算法:逻辑回归、梯度提升树、支持向量机和随机森林。数据集被分成训练集和验证集,并对超参数进行了调整。评估标准包括准确度、ROC 曲线下面积(AUC)、精确度、F 值、灵敏度和特异性。整个研究过程严格遵守了数据使用和患者隐私的伦理准则:梯度提升树的准确率(88.66%)、AUC(94.61%)和灵敏度(91.30%)最高,表现最佳。随机森林的 AUC(94.78%)和准确率(87.39%)都很高。相比之下,支持向量机的灵敏度(98.57%)较高,特异度(59.55%)较低,但准确度(79.02%)和精确度(70.81%)较低。通过逻辑回归,灵敏度(87.70%)和特异度(87.05%)保持平衡:这些研究结果表明,梯度提升树和随机森林可能是识别心脏手术后发生 AKI 患者的有效方法。不过,在选择算法时应考虑具体目标、灵敏度/特异性权衡以及实际影响。
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引用次数: 0
Causes of Chronic Kidney Disease and Their Associations with Cardiovascular Risk and Disease in a Sub-Saharan Low-Income Population. 撒哈拉以南低收入人群慢性肾脏病的病因及其与心血管风险和疾病的关系。
IF 2 Q2 Medicine Pub Date : 2024-06-12 eCollection Date: 2024-01-01 DOI: 10.2147/IJNRD.S463751
Nkosingiphile Matthew Sandile Twala, Grace Tade, Patrick Hector Dessein, Gloria Teckie

Introduction: The causes of chronic kidney disease (CKD) in people living in Sub-Saharan Africa await identification. Also, whether cardiovascular risk and disease extent differ among patients with different CKD etiologies is uncertain.

Methods: In this prospective cross-sectional study, we examined the presumed causes of chronic kidney disease (CKD) and their relationships with cardiovascular risk and disease in 743 consecutive patients from a sub-Saharan low-income population.

Results: Hypertensive nephropathy (HNP) (60.2%), diabetic nephropathy (DNP) (24.4%), HIV associated CKD (20.0%) and glomerular disease (13.6%) comprised the major CKD etiologies upon enrolment at the hospital nephrology clinic. Pulse pressure was larger in patients with concurrent HNP and DNP than in those with HNP only (p<0.001). Pulse pressure and systolic blood pressure were larger in HNP or/and DNP patients than those with HIV associated CKD and glomerular disease (p=0.04 to <0.001). Cardiovascular disease was more prevalent in patients with HNP and concurrent HNP and DNP than those from other etiologic categories (p<0.05). HNP and DNP were associated with pulsatile pressures (pulse pressure and systolic blood pressure) independent of one another (p<0.01). In adjusted product of coefficient mediation analysis, mean arterial or distending pressure accounted fully for the potential impact of HNP on pulsatile pressures (103.9-115.7%) but not for that of DNP on the respective pressures (-2.0%-(-)7.5%).

Conclusion: HNP is by far the most prevalent presumed cause of CKD in this African population. Cardiovascular risk and disease differ markedly across CKD etiological categories.

导言:撒哈拉以南非洲地区居民患慢性肾脏病(CKD)的原因尚待查明。此外,不同病因的慢性肾脏病患者的心血管风险和疾病程度是否存在差异也尚不确定:在这项前瞻性横断面研究中,我们对来自撒哈拉以南地区低收入人群的 743 名连续患者的慢性肾病(CKD)推测病因及其与心血管风险和疾病的关系进行了研究:高血压肾病(HNP)(60.2%)、糖尿病肾病(DNP)(24.4%)、艾滋病相关慢性肾脏病(HIV associated CKD)(20.0%)和肾小球疾病(13.6%)是医院肾脏病门诊登记的主要慢性肾脏病病因。同时患有 HNP 和 DNP 的患者的脉压比仅患有 HNP 的患者的脉压要大(p 结论:HNP 是目前最常见的慢性肾脏疾病:迄今为止,HNP 是非洲人群中最常见的慢性肾功能衰竭假定病因。不同病因的 CKD 患者的心血管风险和疾病有明显不同。
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引用次数: 0
Retrospective Study on the Efficacy and Safety of Dulaglutide in Patients with Diabetes and Moderate-Advanced Chronic Kidney Disease. 杜拉鲁肽对糖尿病和中晚期慢性肾病患者疗效和安全性的回顾性研究
IF 2 Q2 Medicine Pub Date : 2024-05-28 eCollection Date: 2024-01-01 DOI: 10.2147/IJNRD.S450772
Sriya Kosaraju, Rong M Zhang
{"title":"Retrospective Study on the Efficacy and Safety of Dulaglutide in Patients with Diabetes and Moderate-Advanced Chronic Kidney Disease.","authors":"Sriya Kosaraju, Rong M Zhang","doi":"10.2147/IJNRD.S450772","DOIUrl":"10.2147/IJNRD.S450772","url":null,"abstract":"","PeriodicalId":14181,"journal":{"name":"International Journal of Nephrology and Renovascular Disease","volume":null,"pages":null},"PeriodicalIF":2.0,"publicationDate":"2024-05-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11143983/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141199266","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
International Journal of Nephrology and Renovascular Disease
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