International Journal of Nephrology and Renovascular Disease最新文献

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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
International Journal of Nephrology and Renovascular Disease 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
{"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
International Journal of Nephrology and Renovascular Disease 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
{"title":"Comparative Analysis of Logistic Regression, Gradient Boosted Trees, SVM, and Random Forest Algorithms for Prediction of Acute Kidney Injury Requiring Dialysis After Cardiac Surgery.","authors":"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","doi":"10.2147/IJNRD.S461028","DOIUrl":"10.2147/IJNRD.S461028","url":null,"abstract":"<p><strong>Purpose: </strong>This study aimed to identify the best-performing algorithm for predicting Acute Kidney Injury (AKI) necessitating dialysis following cardiac surgery.</p><p><strong>Patients and methods: </strong>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.</p><p><strong>Results: </strong>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.</p><p><strong>Conclusion: </strong>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.</p>","PeriodicalId":14181,"journal":{"name":"International Journal of Nephrology and Renovascular Disease","volume":null,"pages":null},"PeriodicalIF":2.1,"publicationDate":"2024-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11283789/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141787970","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
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
International Journal of Nephrology and Renovascular Disease 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
{"title":"Causes of Chronic Kidney Disease and Their Associations with Cardiovascular Risk and Disease in a Sub-Saharan Low-Income Population.","authors":"Nkosingiphile Matthew Sandile Twala, Grace Tade, Patrick Hector Dessein, Gloria Teckie","doi":"10.2147/IJNRD.S463751","DOIUrl":"10.2147/IJNRD.S463751","url":null,"abstract":"<p><strong>Introduction: </strong>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.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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%).</p><p><strong>Conclusion: </strong>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.</p>","PeriodicalId":14181,"journal":{"name":"International Journal of Nephrology and Renovascular Disease","volume":null,"pages":null},"PeriodicalIF":2.0,"publicationDate":"2024-06-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11180468/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141330929","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
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
International Journal of Nephrology and Renovascular Disease 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
Hyperphosphatemia in Chronic Kidney Disease: The Search for New Treatment Paradigms and the Role of Tenapanor. 慢性肾病中的高磷血症:寻找新的治疗范例和特纳帕诺的作用。
IF 2
International Journal of Nephrology and Renovascular Disease Pub Date : 2024-05-28 eCollection Date: 2024-01-01 DOI: 10.2147/IJNRD.S385826
Valeria Cernaro, Elisa Longhitano, Chiara Casuscelli, Luigi Peritore, Domenico Santoro
{"title":"Hyperphosphatemia in Chronic Kidney Disease: The Search for New Treatment Paradigms and the Role of Tenapanor.","authors":"Valeria Cernaro, Elisa Longhitano, Chiara Casuscelli, Luigi Peritore, Domenico Santoro","doi":"10.2147/IJNRD.S385826","DOIUrl":"10.2147/IJNRD.S385826","url":null,"abstract":"<p><p>Hyperphosphataemia represents a significant challenge in the management of chronic kidney disease, exerting a pronounced influence on the pathogenesis of cardiovascular complications and mineral bone disorders. Traditional approaches to address hyperphosphataemia involve implementing dietary phosphate restrictions, administering phosphate binders, and, in cases of end-stage renal disease, resorting to dialysis. Unfortunately, these interventions frequently prove inadequate in maintaining phosphate levels within recommended ranges. Additionally, commonly employed pharmacological agents are not immune to eliciting adverse events, thereby limiting their prescription and therapeutic adherence. There is a growing focus on exploring novel therapeutic strategies in this context. The current discussion centres on tenapanor, a pharmacological agent predominantly acting as a selective inhibitor of sodium/hydrogen exchanger isoform 3 (NHE3). Its mechanism of action involves modulating tight junctions, resulting in reduced sodium absorption and intestinal paracellular permeability to phosphate. Furthermore, tenapanor downregulates sodium-dependent phosphate 2b transport protein (NaPi2b) expression, thereby impeding active transcellular phosphate transport. Clinical trials have elucidated the efficacy and safety profile of tenapanor. This evidence hints at a potential paradigm shift in the management of hyperphosphataemia. However, the burgeoning optimism surrounding tenapanor warrants tempered enthusiasm, as further research remains indispensable. The imperative lies in meticulously delineating its efficacy and safety contours within the crucible of clinical practice. In this review, we synthesize the intricate interplay between hyperphosphataemia and Chronic Kidney Disease-Mineral Bone Disorder, and we discuss the existing pharmacological interventions for hyperphosphataemia and explore emerging treatment paradigms that offer novel perspectives in managing elevated phosphate levels in CKD patients.</p>","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/PMC11144652/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141237578","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
Anti-SARS-CoV-2 Spike Antibody Response to the Fourth Dose of BNT162b2 mRNA COVID-19 Vaccine and Associated Factors in Japanese Hemodialysis Patients. 日本血液透析患者对第四剂 BNT162b2 mRNA COVID-19 疫苗的抗 SARS-CoV-2 尖峰抗体反应及相关因素。
IF 2
International Journal of Nephrology and Renovascular Disease Pub Date : 2024-05-17 eCollection Date: 2024-01-01 DOI: 10.2147/IJNRD.S452964
Keiji Hirai, Masako Shimotashiro, Toshiaki Okumura, Susumu Ookawara, Yoshiyuki Morishita
{"title":"Anti-SARS-CoV-2 Spike Antibody Response to the Fourth Dose of BNT162b2 mRNA COVID-19 Vaccine and Associated Factors in Japanese Hemodialysis Patients.","authors":"Keiji Hirai, Masako Shimotashiro, Toshiaki Okumura, Susumu Ookawara, Yoshiyuki Morishita","doi":"10.2147/IJNRD.S452964","DOIUrl":"10.2147/IJNRD.S452964","url":null,"abstract":"<p><strong>Background: </strong>We assessed the anti-SARS-CoV-2 spike antibody response to four doses of BNT162b2 mRNA COVID-19 vaccine in Japanese hemodialysis patients and determined factors associated with the anti-SARS-CoV-2 spike antibody titer after the fourth dose.</p><p><strong>Methods: </strong>Fifty-one patients were enrolled in this single-center, prospective, longitudinal study. Change in anti-SARS-CoV-2 spike antibody titers between after the second and fourth doses were evaluated. Multiple linear regression analysis was used to identify factors associated with the anti-SARS-CoV-2 spike antibody titer after the fourth dose.</p><p><strong>Results: </strong>The anti-SARS-CoV-2 spike antibody titer was higher 4 weeks after the fourth dose compared with 4 weeks after the third dose (30,000 [interquartile range (IQR), 14,000-56,000] vs 18,000 [IQR, 11,000-32,500] AU/mL, p<0.001) and 4 weeks after the second dose (vs 2896 [IQR, 1110-4358] AU/mL, p<0.001). Hypoxia-inducible factor prolyl hydroxylase inhibitor use (standard coefficient [β]=0.217, p=0.011), and the log-anti-SARS-CoV-2 spike antibody titer 1 week before the fourth dose (β=0.810, p<0.001) were correlated with the log-anti-SARS-CoV-2 spike antibody titer 4 weeks after the fourth dose, whereas only the log-anti-SARS-CoV-2 spike antibody titer 1 week before the fourth dose (β=0.677, p<0.001) was correlated with the log-anti-SARS-CoV-2 spike antibody titer 12 weeks after the fourth dose.</p><p><strong>Conclusion: </strong>Hypoxia-inducible factor prolyl hydroxylase inhibitor use and the anti-SARS-CoV-2 spike antibody titer before the fourth dose were associated with the anti-SARS-CoV-2 spike antibody titer after the fourth dose in Japanese hemodialysis patients.</p>","PeriodicalId":14181,"journal":{"name":"International Journal of Nephrology and Renovascular Disease","volume":null,"pages":null},"PeriodicalIF":2.0,"publicationDate":"2024-05-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11108064/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141075604","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
Hospital-Acquired Acute Kidney Injury in Non-Critical Medical Patients in a Developing Country Tertiary Hospital: Incidence and Predictors. 发展中国家三级医院非危重内科病人的医院获得性急性肾损伤:发病率和预测因素。
IF 2
International Journal of Nephrology and Renovascular Disease Pub Date : 2024-04-25 eCollection Date: 2024-01-01 DOI: 10.2147/IJNRD.S454987
Nahom Dessalegn Mekonnen, Tigist Workneh Leulseged, Buure Ayderuss Hassen, Kidus Haile Yemaneberhan, Helen Surafeal Berhe, Nebiat Adane Mera, Anteneh Abera Beyene, Lidiya Zenebe Getachew, Birukti Gebreyohannes Habtezgi, Feven Negasi Abriha
{"title":"Hospital-Acquired Acute Kidney Injury in Non-Critical Medical Patients in a Developing Country Tertiary Hospital: Incidence and Predictors.","authors":"Nahom Dessalegn Mekonnen, Tigist Workneh Leulseged, Buure Ayderuss Hassen, Kidus Haile Yemaneberhan, Helen Surafeal Berhe, Nebiat Adane Mera, Anteneh Abera Beyene, Lidiya Zenebe Getachew, Birukti Gebreyohannes Habtezgi, Feven Negasi Abriha","doi":"10.2147/IJNRD.S454987","DOIUrl":"https://doi.org/10.2147/IJNRD.S454987","url":null,"abstract":"<p><strong>Background: </strong>Acute kidney injury (AKI) is a frequent complication in critical patients, leading to a worse prognosis. Although its consequences are worse among critical patients, AKI is also associated with less favorable outcomes in non-critical patients. Therefore, understanding the magnitude of the problem in these patients is crucial, yet there is a scarcity of evidence in non-critical settings, especially in resource limited countries. Hence, the study aimed at determining the incidence and predictors of hospital acquired acute kidney injury (HAAKI) in non-critical medical patients who were admitted at a large tertiary hospital in Ethiopia.</p><p><strong>Methods: </strong>A retrospective chart review study was conducted from September 25, 2022 to January 20, 2023 among 232 hospitalized non-critical medical patients admitted to St. Paul's Hospital Millennium Medical College between January 2020 and January 2022. The incidence of HAAKI was estimated using incidence density per total person day (PD) observation of the study participants. To identify predictors of HAAKI, a log binomial regression model was fitted at a p value of ≤0.05. The magnitude of association was measured using adjusted relative risk (ARR) with its 95% CI.</p><p><strong>Results: </strong>During the median follow-up duration of 11 days (IQR, 6-19 days), the incidence of HAAKI was estimated to be 6.0 per 100 PD (95% CI = 5.5 to 7.2). Significant predictors of HAAKI were found to be having type 2 diabetes mellitus (ARR = 2.36, 95% CI = 1.03, 5.39, p-value=0.042), and taking vancomycin (ARR = 3.04, 95% CI = 1.38, 6.72, p-value=0.006) and proton pump inhibitors (ARR = 3.80, 95% CI = 1.34,10.82, p-value=0.012).</p><p><strong>Conclusion: </strong>HAAKI is a common complication in hospitalized non-critical medical patients, and is associated with a common medical condition and commonly prescribed medications. Therefore, it is important to remain vigilant in the prevention and timely identification of these cases and to establish a system of rational prescribing habits.</p>","PeriodicalId":14181,"journal":{"name":"International Journal of Nephrology and Renovascular Disease","volume":null,"pages":null},"PeriodicalIF":2.0,"publicationDate":"2024-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11057508/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140864512","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
Acute Kidney Injury Prediction Model Using Cystatin-C, Beta-2 Microglobulin, and Neutrophil Gelatinase-Associated Lipocalin Biomarker in Sepsis Patients. 利用胱抑素-C、β-2 微球蛋白和中性粒细胞明胶酶相关脂质体生物标记物的脓毒症患者急性肾损伤预测模型
IF 2
International Journal of Nephrology and Renovascular Disease Pub Date : 2024-03-28 eCollection Date: 2024-01-01 DOI: 10.2147/IJNRD.S450901
Hani Susianti, Aswoco Andyk Asmoro, Sujarwoto, Wiwi Jaya, Heri Sutanto, Amanda Yuanita Kusdijanto, Kevin Putro Kuwoyo, Kristian Hananto, Matthew Brian Khrisna
{"title":"Acute Kidney Injury Prediction Model Using Cystatin-C, Beta-2 Microglobulin, and Neutrophil Gelatinase-Associated Lipocalin Biomarker in Sepsis Patients.","authors":"Hani Susianti, Aswoco Andyk Asmoro, Sujarwoto, Wiwi Jaya, Heri Sutanto, Amanda Yuanita Kusdijanto, Kevin Putro Kuwoyo, Kristian Hananto, Matthew Brian Khrisna","doi":"10.2147/IJNRD.S450901","DOIUrl":"10.2147/IJNRD.S450901","url":null,"abstract":"<p><strong>Introduction: </strong>AKI is a frequent complication in sepsis patients and is estimated to occur in almost half of patients with severe sepsis. However, there is currently no effective therapy for AKI in sepsis. Therefore, the therapeutic approach is focused on prevention. Based on this, there is an opportunity to examine a panel of biomarker models for predicting AKI.</p><p><strong>Material and methods: </strong>This prospective cohort study analysed the differences in Cystatin C, Beta-2 Microglobulin, and NGAL levels in sepsis patients with AKI and sepsis patients without AKI. The biomarker modelling of AKI prediction was done using machine learning, namely Orange Data Mining. In this study, 130 samples were analysed by machine learning. The parameters used to obtain the biomarker panel were 23 laboratory examination parameters.</p><p><strong>Results: </strong>This study used SVM and the Naïve Bayes model of machine learning. The SVM model's sensitivity, specificity, NPV, and PPV were 50%, 94.4%, 71.4%, and 87.5%, respectively. For the Naïve Bayes model, the sensitivity, specificity, NPV, and PPV were 83.3%, 77.8%, 87.5%, and 71.4%, respectively.</p><p><strong>Discussion: </strong>This study's SVM machine learning model has higher AUC and specificity but lower sensitivity. The Naïve Bayes model had better sensitivity; it can be used to predict AKI in sepsis patients.</p><p><strong>Conclusion: </strong>The Naïve Bayes machine learning model in this study is useful for predicting AKI in sepsis patients.</p>","PeriodicalId":14181,"journal":{"name":"International Journal of Nephrology and Renovascular Disease","volume":null,"pages":null},"PeriodicalIF":2.0,"publicationDate":"2024-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10984190/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140335605","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
Advances in Human-Centered Care to Address Contemporary Unmet Needs in Chronic Dialysis. 推进以人为本的护理,满足当代慢性透析未满足的需求。
IF 2
International Journal of Nephrology and Renovascular Disease Pub Date : 2024-03-20 eCollection Date: 2024-01-01 DOI: 10.2147/IJNRD.S387598
Sumedh Jayanti, Gopala K Rangan
{"title":"Advances in Human-Centered Care to Address Contemporary Unmet Needs in Chronic Dialysis.","authors":"Sumedh Jayanti, Gopala K Rangan","doi":"10.2147/IJNRD.S387598","DOIUrl":"10.2147/IJNRD.S387598","url":null,"abstract":"<p><p>Advances in the treatment of kidney failure with chronic dialysis have stagnated over the past three decades, with over 50% of patients still managed by conventional in-hospital haemodialysis. In parallel, the demands of chronic dialysis medical care have changed and evolved due to a growing population that has higher frailty and multimorbidity. Thus, the gap between the needs of kidney failure patients and the healthcare capability to provide effective overall management has widened. To address this problem, healthcare policy has increasingly aligned towards a human-centred approach. The paradigm shift of human-centred approach places patients at the forefront of decision-making processes, ensuring that specific needs are understood and prioritised. Integration of human-centred approaches with patient care has been shown to improve satisfaction and quality of life. The aim of this narrative is to evaluate the current clinical challenges for managing kidney failure for dialysis providers; summarise current experiences and unmet needs of chronic dialysis patients; and finally emphasise how human-centred care has advanced chronic dialysis care. Specific incremental advances include implementation of renal supportive care; home-assisted dialysis; hybrid dialysis; refinements to dialysis methods; whereas emerging advances include portable and wearable dialysis devices and the potential for the integration of artificial intelligence in clinical practice.</p>","PeriodicalId":14181,"journal":{"name":"International Journal of Nephrology and Renovascular Disease","volume":null,"pages":null},"PeriodicalIF":2.0,"publicationDate":"2024-03-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10961023/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140206823","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
Post-Transplant Glomerulonephritis: Challenges and Solutions. 移植后肾小球肾炎:挑战与解决方案。
IF 2
International Journal of Nephrology and Renovascular Disease Pub Date : 2024-03-15 eCollection Date: 2024-01-01 DOI: 10.2147/IJNRD.S391779
Marcos Vinicius de Sousa
{"title":"Post-Transplant Glomerulonephritis: Challenges and Solutions.","authors":"Marcos Vinicius de Sousa","doi":"10.2147/IJNRD.S391779","DOIUrl":"10.2147/IJNRD.S391779","url":null,"abstract":"<p><p>Glomeruli can be damaged in several conditions after kidney transplantation, with a potential impact on the graft function and survival. Primary glomerulonephritis, a group of glomerular immunological damage that results in variable histological patterns and clinical phenotypes, can occur in kidney transplant recipients as a recurrent or de novo condition. Specific immunologic conditions associated with kidney transplantation, such as acute rejection episodes, can act as an additional trigger after transplantation, impacting the incidence of these glomerulopathies. The post-transplant GN recurrence ranges from 3% to 15%, varying according to the GN subtype and post-transplant time, mainly occurring after 3-5 years of kidney transplantation. Advances in the knowledge of glomerulonephritis pathophysiology have provided new approaches to pre-transplant risk evaluation and post-transplant monitoring. Glomeruli can be affected by several systemic viral infections, such as human immunodeficiency virus (HIV), hepatitis C virus (HCV), hepatitis B virus (HBV), severe acute respiratory syndrome coronavirus 2 (SARS-COV-2), cytomegalovirus (CMV), and BK virus. The diagnosis of these infections, as well as the identification of possible complications associated with them, are important to minimize the negative impacts of these conditions on kidney transplant recipients' outcomes.</p>","PeriodicalId":14181,"journal":{"name":"International Journal of Nephrology and Renovascular Disease","volume":null,"pages":null},"PeriodicalIF":2.0,"publicationDate":"2024-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10944656/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140143397","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}
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