Pub Date : 2024-10-24DOI: 10.1186/s12882-024-03743-3
Sumona Banerjee, Louis Richard Feldenberg
Background: Tuberous Sclerosis complex (TSC) is a multisystemic neurocutaneous genetic condition with high rates of morbidity and mortality from subependymal giant cell astrocytoma (SEGA), renal angiomyolipoma, and renal cyst complications. Everolimus is an inhibitor for mTORC1 and is currently used to treat TSC for its main role in rapidly reducing SEGA volume and seizure burden, although mainly studied in the adult population. It has also been shown to stabilize estimated glomerular filtration rate and reduce renal angiomyolipoma size in the adult population.
Case presentation: This case report illustrates three pediatric patients placed on everolimus for SEGA and seizure control with incidental findings of the disappearance of or decreased burden of cystic kidney disease after everolimus therapy. In one patient, the cyst burden remained stable even after the cessation of everolimus while the SEGA resumed growth.
Conclusions: This report demonstrates the utility of everolimus in not only renal angiomyolipomas but also cystic kidney disease particularly in pediatric patients with a promising role in preserving renal function and preventing long term sequelae such as hematuria and hemorrhage from larger renal cysts especially if used early on in disease course.
背景:结节性硬化症综合征(TSC)是一种多系统性神经皮肤遗传病,因脐带下巨细胞星形细胞瘤(SEGA)、肾血管脂肪瘤和肾囊肿并发症而发病率和死亡率很高。依维莫司(Everolimus)是一种mTORC1抑制剂,目前用于治疗TSC,其主要作用是迅速减少SEGA的体积和癫痫发作的负担,但主要研究对象是成年人。在成人群体中,该药还被证明可以稳定肾小球滤过率并缩小肾血管肌脂肪瘤的大小:本病例报告介绍了三例因 SEGA 和癫痫发作而接受依维莫司治疗的儿童患者,偶然发现依维莫司治疗后囊性肾脏疾病消失或负担减轻。其中一名患者的囊肿负担在停止使用依维莫司后仍保持稳定,而SEGA则恢复生长:本报告表明依维莫司不仅适用于肾血管肌脂肪瘤,还适用于囊性肾病,尤其是儿童患者,在保护肾功能和预防长期后遗症(如较大肾囊肿引起的血尿和出血)方面大有可为,尤其是在病程早期使用依维莫司。
{"title":"Everolimus on cystic kidney disease burden reduction in pediatric tuberous sclerosis complex patients: a case series.","authors":"Sumona Banerjee, Louis Richard Feldenberg","doi":"10.1186/s12882-024-03743-3","DOIUrl":"https://doi.org/10.1186/s12882-024-03743-3","url":null,"abstract":"<p><strong>Background: </strong>Tuberous Sclerosis complex (TSC) is a multisystemic neurocutaneous genetic condition with high rates of morbidity and mortality from subependymal giant cell astrocytoma (SEGA), renal angiomyolipoma, and renal cyst complications. Everolimus is an inhibitor for mTORC1 and is currently used to treat TSC for its main role in rapidly reducing SEGA volume and seizure burden, although mainly studied in the adult population. It has also been shown to stabilize estimated glomerular filtration rate and reduce renal angiomyolipoma size in the adult population.</p><p><strong>Case presentation: </strong>This case report illustrates three pediatric patients placed on everolimus for SEGA and seizure control with incidental findings of the disappearance of or decreased burden of cystic kidney disease after everolimus therapy. In one patient, the cyst burden remained stable even after the cessation of everolimus while the SEGA resumed growth.</p><p><strong>Conclusions: </strong>This report demonstrates the utility of everolimus in not only renal angiomyolipomas but also cystic kidney disease particularly in pediatric patients with a promising role in preserving renal function and preventing long term sequelae such as hematuria and hemorrhage from larger renal cysts especially if used early on in disease course.</p>","PeriodicalId":9089,"journal":{"name":"BMC Nephrology","volume":"25 1","pages":"376"},"PeriodicalIF":2.2,"publicationDate":"2024-10-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11503930/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142494957","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-10-22DOI: 10.1186/s12882-024-03826-1
Li Wang, Jialin Wang, Jun Ji, Fangfang Xiang, Lin Zhang, Xiaotian Jiang, Yi Fang, Xiaoqiang Ding, Wuhua Jiang
Background: Chronic kidney disease (CKD) is a significant public health concern associated with a high prevalence of carotid plaques, which are indicators of atherosclerosis and predictors of adverse cardiovascular outcomes. Inflammation is a hallmark of CKD, contributing to both renal dysfunction and cardiovascular complications. This study aims to investigate the association between inflammatory markers-systemic inflammatory response index (SIRI), systemic immune-inflammation index (SII), aggregate inflammatory status index (AISI), monocyte to high-density lipoprotein cholesterol ratio (MHR), neutrophil to high-density lipoprotein cholesterol ratio (NHR), neutrophil to lymphocyte ratio (NLR), and monocyte to lymphocyte ratio (MLR)-and carotid plaques in CKD patients, and to explore the potential mediating role of estimated glomerular filtration rate (eGFR) in this relationship.
Methods: A cross-sectional analysis was conducted on patients admitted to the Division of Nephrology between January 2023 and June 2023. The primary endpoint was the presence of carotid plaques assessed using ultrasound imaging. Multivariable logistic regression models were used to examine the associations between inflammatory markers and carotid plaques, and trend tests were performed to evaluate the trending association of carotid plaques risk and inflammatory markers in tertiles. Restricted cubic spline (RCS) analysis was used to assess potential non-linear relationships, and subgroup analyses were conducted to examine consistency across different strata. Mediation analysis was performed to explore the role of eGFR.
Results: Of the 609 participants, 387 were included in the final analysis after applying exclusion criteria. Elevated levels of LnSIRI (OR = 1.87, 95% CI = 1.25-2.80), LnSII (OR = 1.67, 95% CI = 1.09-2.56), LnAISI (OR = 1.70, 95% CI = 1.22-2.37), LnMHR (OR = 1.94, 95% CI = 1.15-3.26), LnNHR (OR = 1.82, 95% CI = 1.10-3.02), and LnMLR (OR = 2.26, 95% CI = 1.18-4.34) were significantly associated with the presence of carotid plaques. There were significant trends for increasing tertiles of SIRI, AISI, MHR and NHR. RCS analysis showed no significant non-linear associations. Subgroup analyses indicated similar associations across most strata. eGFR partially mediated these relationships, with proportions mediated ranging from 14.7 to 17.5%.
Conclusions: Inflammatory markers are significantly associated with carotid plaques in CKD patients, with eGFR playing a partial mediating role. These findings highlighted the importance of managing inflammation and maintaining renal function to mitigate the risk of atherosclerosis in CKD patients.
Trial registration: Not applicable.
背景:慢性肾脏病(CKD)是与颈动脉斑块高发病率相关的重大公共卫生问题,而颈动脉斑块是动脉粥样硬化的指标,也是心血管不良后果的预测因素。炎症是慢性肾脏病的特征之一,可导致肾功能障碍和心血管并发症。中性粒细胞与高密度脂蛋白胆固醇比值(NHR)、中性粒细胞与淋巴细胞比值(NLR)和单核细胞与淋巴细胞比值(MLR)与颈动脉斑块的关系,并探讨估计肾小球滤过率(eGFR)在这一关系中的潜在中介作用。研究方法对 2023 年 1 月至 2023 年 6 月期间肾内科收治的患者进行横断面分析。主要终点是通过超声成像评估是否存在颈动脉斑块。多变量逻辑回归模型用于检验炎症标志物与颈动脉斑块之间的关联,趋势检验用于评估颈动脉斑块风险与炎症标志物的梯度趋势关联。限制立方样条曲线(RCS)分析用于评估潜在的非线性关系,并进行了亚组分析以检验不同分层的一致性。此外,还进行了中介分析以探讨 eGFR 的作用:结果:在 609 名参与者中,有 387 人在适用排除标准后被纳入最终分析。LnSIRI(OR = 1.87,95% CI = 1.25-2.80)、LnSII(OR = 1.67,95% CI = 1.09-2.56)、LnAISI(OR = 1.70,95% CI = 1.22-2.37)、LnMHR(OR = 1.94,95% CI = 1.15-3.26)、LnNHR(OR = 1.82,95% CI = 1.10-3.02)和 LnMLR(OR = 2.26,95% CI = 1.18-4.34)与颈动脉斑块的存在显著相关。SIRI、AISI、MHR 和 NHR 均呈显著上升趋势。RCS 分析表明没有明显的非线性关联。亚组分析表明,大多数阶层之间存在相似的关联。eGFR部分介导了这些关系,介导比例从14.7%到17.5%不等:炎症标志物与慢性肾脏病患者颈动脉斑块密切相关,而 eGFR 起着部分中介作用。这些发现强调了控制炎症和维持肾功能对减轻慢性肾脏病患者动脉粥样硬化风险的重要性:试验注册:不适用。
{"title":"Associations between inflammatory markers and carotid plaques in CKD: mediating effects of eGFR-a cross-sectional study.","authors":"Li Wang, Jialin Wang, Jun Ji, Fangfang Xiang, Lin Zhang, Xiaotian Jiang, Yi Fang, Xiaoqiang Ding, Wuhua Jiang","doi":"10.1186/s12882-024-03826-1","DOIUrl":"10.1186/s12882-024-03826-1","url":null,"abstract":"<p><strong>Background: </strong>Chronic kidney disease (CKD) is a significant public health concern associated with a high prevalence of carotid plaques, which are indicators of atherosclerosis and predictors of adverse cardiovascular outcomes. Inflammation is a hallmark of CKD, contributing to both renal dysfunction and cardiovascular complications. This study aims to investigate the association between inflammatory markers-systemic inflammatory response index (SIRI), systemic immune-inflammation index (SII), aggregate inflammatory status index (AISI), monocyte to high-density lipoprotein cholesterol ratio (MHR), neutrophil to high-density lipoprotein cholesterol ratio (NHR), neutrophil to lymphocyte ratio (NLR), and monocyte to lymphocyte ratio (MLR)-and carotid plaques in CKD patients, and to explore the potential mediating role of estimated glomerular filtration rate (eGFR) in this relationship.</p><p><strong>Methods: </strong>A cross-sectional analysis was conducted on patients admitted to the Division of Nephrology between January 2023 and June 2023. The primary endpoint was the presence of carotid plaques assessed using ultrasound imaging. Multivariable logistic regression models were used to examine the associations between inflammatory markers and carotid plaques, and trend tests were performed to evaluate the trending association of carotid plaques risk and inflammatory markers in tertiles. Restricted cubic spline (RCS) analysis was used to assess potential non-linear relationships, and subgroup analyses were conducted to examine consistency across different strata. Mediation analysis was performed to explore the role of eGFR.</p><p><strong>Results: </strong>Of the 609 participants, 387 were included in the final analysis after applying exclusion criteria. Elevated levels of LnSIRI (OR = 1.87, 95% CI = 1.25-2.80), LnSII (OR = 1.67, 95% CI = 1.09-2.56), LnAISI (OR = 1.70, 95% CI = 1.22-2.37), LnMHR (OR = 1.94, 95% CI = 1.15-3.26), LnNHR (OR = 1.82, 95% CI = 1.10-3.02), and LnMLR (OR = 2.26, 95% CI = 1.18-4.34) were significantly associated with the presence of carotid plaques. There were significant trends for increasing tertiles of SIRI, AISI, MHR and NHR. RCS analysis showed no significant non-linear associations. Subgroup analyses indicated similar associations across most strata. eGFR partially mediated these relationships, with proportions mediated ranging from 14.7 to 17.5%.</p><p><strong>Conclusions: </strong>Inflammatory markers are significantly associated with carotid plaques in CKD patients, with eGFR playing a partial mediating role. These findings highlighted the importance of managing inflammation and maintaining renal function to mitigate the risk of atherosclerosis in CKD patients.</p><p><strong>Trial registration: </strong>Not applicable.</p>","PeriodicalId":9089,"journal":{"name":"BMC Nephrology","volume":"25 1","pages":"374"},"PeriodicalIF":2.2,"publicationDate":"2024-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11515654/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142494952","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-10-22DOI: 10.1186/s12882-024-03810-9
Yifan Zhu, Juan Li, Hulin Lu, Zhanqin Shi, Xiaoyi Wang
Introduction: Previous randomized controlled trials (RCTs) and meta-analyses comparing Hemodiafiltration (HDF) with conventional hemodialysis (HD) on the effectiveness of HDF for mortality in end-stage renal disease (ESRD) patients have yielded contrasting results. Importantly, we sought to compile the available information to provide the most up-to-date and reliable evidence.
Methods: We systematically searched PubMed, Embase and Cochrane Library for RCTs up to January 14, 2024. Review Manager 5.3 software was used to analyze relevant data and evaluate the quality of evidence.
Results: Our study involved 10 randomized controlled trials with 4654 chronic dialysis patients. Compared to hemodialysis, hemodiafiltration demonstrated a reduction in all-cause mortality (relative risk [RR] 0.84, 95% confidence intervals [CI] 0.72-0.99, P = 0.04) and cardiovascular mortality (RR 0.74, 95% CI 0.61-0.90, P = 0.002). However, it did not reduce the rate of sudden death (RR 0.92, 95% CI 0.64-1.34, P = 0.68) and infection-related mortality (RR 0.70, 95% CI 0.47-1.03, P = 0.07). A subgroup analysis revealed that HDF demonstrated superiority over high-flux hemodialysis in terms of all-cause mortality, while not over low-flux hemodialysis (RR 0.81, 95% CI 0.69-0.96, P = 0.01; RR 0.93, 95% CI 0.77-1.12, P = 0.44, respectively). Furthermore, a subgroup analysis for convection volume found that hemodiafiltration with a convection volume of 22 L or more reduced all-cause and cardiovascular mortality (RR 0.76, 95% CI 0.65-0.88, P = 0.0002, RR 0.73, 95% CI 0.54-0.94, P = 0.01, respectively).
Conclusion: In maintenance hemodialysis patients, hemodiafiltration can reduce mortality compared to conventional hemodialysis. Furthermore, this effect is more pronounced in HDF with high convection volume.
导言:以往的随机对照试验(RCT)和荟萃分析比较了血液滤过(HDF)和传统血液透析(HD)对终末期肾病(ESRD)患者死亡率的影响,结果截然不同。重要的是,我们试图对现有信息进行汇编,以提供最新、最可靠的证据:我们系统地检索了 PubMed、Embase 和 Cochrane 图书馆中截至 2024 年 1 月 14 日的 RCT。使用Review Manager 5.3软件分析相关数据并评估证据质量:我们的研究涉及 10 项随机对照试验,4654 名慢性透析患者参与了研究。与血液透析相比,血液透析滤过可降低全因死亡率(相对风险 [RR] 0.84,95% 置信区间 [CI] 0.72-0.99,P = 0.04)和心血管死亡率(RR 0.74,95% CI 0.61-0.90,P = 0.002)。但是,它并没有降低猝死率(RR 0.92,95% CI 0.64-1.34,P = 0.68)和感染相关死亡率(RR 0.70,95% CI 0.47-1.03,P = 0.07)。亚组分析显示,就全因死亡率而言,HDF优于高通量血液透析,但不优于低通量血液透析(分别为RR 0.81,95% CI 0.69-0.96,P = 0.01;RR 0.93,95% CI 0.77-1.12,P = 0.44)。此外,对流容量的亚组分析发现,对流容量在22升或以上的血液透析可降低全因死亡率和心血管死亡率(分别为RR 0.76,95% CI 0.65-0.88,P = 0.0002;RR 0.73,95% CI 0.54-0.94,P = 0.01):结论:在维持性血液透析患者中,与传统血液透析相比,血液透析滤过可降低死亡率。结论:在维持性血液透析患者中,与传统血液透析相比,血液滤过可降低死亡率,而且这种效果在高对流容量的 HDF 中更为明显。
{"title":"Effect of hemodiafiltration and hemodialysis on mortality of patients with end-stage kidney disease: a meta-analysis.","authors":"Yifan Zhu, Juan Li, Hulin Lu, Zhanqin Shi, Xiaoyi Wang","doi":"10.1186/s12882-024-03810-9","DOIUrl":"10.1186/s12882-024-03810-9","url":null,"abstract":"<p><strong>Introduction: </strong>Previous randomized controlled trials (RCTs) and meta-analyses comparing Hemodiafiltration (HDF) with conventional hemodialysis (HD) on the effectiveness of HDF for mortality in end-stage renal disease (ESRD) patients have yielded contrasting results. Importantly, we sought to compile the available information to provide the most up-to-date and reliable evidence.</p><p><strong>Methods: </strong>We systematically searched PubMed, Embase and Cochrane Library for RCTs up to January 14, 2024. Review Manager 5.3 software was used to analyze relevant data and evaluate the quality of evidence.</p><p><strong>Results: </strong>Our study involved 10 randomized controlled trials with 4654 chronic dialysis patients. Compared to hemodialysis, hemodiafiltration demonstrated a reduction in all-cause mortality (relative risk [RR] 0.84, 95% confidence intervals [CI] 0.72-0.99, P = 0.04) and cardiovascular mortality (RR 0.74, 95% CI 0.61-0.90, P = 0.002). However, it did not reduce the rate of sudden death (RR 0.92, 95% CI 0.64-1.34, P = 0.68) and infection-related mortality (RR 0.70, 95% CI 0.47-1.03, P = 0.07). A subgroup analysis revealed that HDF demonstrated superiority over high-flux hemodialysis in terms of all-cause mortality, while not over low-flux hemodialysis (RR 0.81, 95% CI 0.69-0.96, P = 0.01; RR 0.93, 95% CI 0.77-1.12, P = 0.44, respectively). Furthermore, a subgroup analysis for convection volume found that hemodiafiltration with a convection volume of 22 L or more reduced all-cause and cardiovascular mortality (RR 0.76, 95% CI 0.65-0.88, P = 0.0002, RR 0.73, 95% CI 0.54-0.94, P = 0.01, respectively).</p><p><strong>Conclusion: </strong>In maintenance hemodialysis patients, hemodiafiltration can reduce mortality compared to conventional hemodialysis. Furthermore, this effect is more pronounced in HDF with high convection volume.</p>","PeriodicalId":9089,"journal":{"name":"BMC Nephrology","volume":"25 1","pages":"372"},"PeriodicalIF":2.2,"publicationDate":"2024-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11520167/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142494953","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-10-22DOI: 10.1186/s12882-024-03824-3
Shadan Saberi, Hamid Najafipour, Mohammad Amin Rajizadeh, Abbas Etminan, Elham Jafari, Maryam Iranpour
Acute Kidney Injury (AKI) is frequently observed in hospitalized patients in intensive care units, often caused by renal ischemia-reperfusion injury (IRI). IRI disrupts the function of various 'remote organs' such as the lungs, pancreas, intestine, liver, heart, and brain through inflammation, oxidative stress, apoptosis, leukocyte infiltration, and increased urea and creatinine levels. Gender differences in renal IRI-induced injury are noted. H2S, an endogenous gaseous modulator, shows potential in vasodilation, bronchodilation, and hypotension and can regulate apoptosis, inflammation, angiogenesis, metabolism, and oxidative stress. This study aims to investigate the protective effects of NaHS on brain, heart, and lung injuries following renal IR and to assess the oxidative system status as a potential mechanism in male and female rats.Forty-eight Wistar rats were randomly divided into eight groups (n = 6): Control/Saline, Sham/Saline, IR/Saline, and IR/NaHS in both sexes. Forty-five minutes of bilateral renal ischemia followed by 24-hour reperfusion was induced in the IR groups. NaHS (100µM/Kg, IP) was administered 10 min before clamp release in treated groups. BUN, SCr, BUN/SCr, albuminuria, histopathology, and oxidative stress biomarkers of the brain, heart, and lung were assessed as remote organs. IR increased serum markers of renal function, albuminuria, malondialdehyde levels, and tissue injury scores while reducing nitrite levels and superoxide dismutase and glutathione peroxidase activities. NaHS treatment reversed the adverse effects of IR in remote organs in both sexes, although it showed limited improvement in renal function. Our findings demonstrate that NaHS has a beneficial effect on remote organ injury following renal IR by mitigating oxidative stress, with noted tissue-specific and gender-specific differences in response. These findings suggest NaHS as a potential therapeutic agent for mitigating multi-organ injury after renal IR, with effects varying by tissue and gender.
{"title":"NaHS protects brain, heart, and lungs as remote organs from renal ischemia/reperfusion-induced oxidative stress in male and female rats.","authors":"Shadan Saberi, Hamid Najafipour, Mohammad Amin Rajizadeh, Abbas Etminan, Elham Jafari, Maryam Iranpour","doi":"10.1186/s12882-024-03824-3","DOIUrl":"10.1186/s12882-024-03824-3","url":null,"abstract":"<p><p>Acute Kidney Injury (AKI) is frequently observed in hospitalized patients in intensive care units, often caused by renal ischemia-reperfusion injury (IRI). IRI disrupts the function of various 'remote organs' such as the lungs, pancreas, intestine, liver, heart, and brain through inflammation, oxidative stress, apoptosis, leukocyte infiltration, and increased urea and creatinine levels. Gender differences in renal IRI-induced injury are noted. H2S, an endogenous gaseous modulator, shows potential in vasodilation, bronchodilation, and hypotension and can regulate apoptosis, inflammation, angiogenesis, metabolism, and oxidative stress. This study aims to investigate the protective effects of NaHS on brain, heart, and lung injuries following renal IR and to assess the oxidative system status as a potential mechanism in male and female rats.Forty-eight Wistar rats were randomly divided into eight groups (n = 6): Control/Saline, Sham/Saline, IR/Saline, and IR/NaHS in both sexes. Forty-five minutes of bilateral renal ischemia followed by 24-hour reperfusion was induced in the IR groups. NaHS (100µM/Kg, IP) was administered 10 min before clamp release in treated groups. BUN, SCr, BUN/SCr, albuminuria, histopathology, and oxidative stress biomarkers of the brain, heart, and lung were assessed as remote organs. IR increased serum markers of renal function, albuminuria, malondialdehyde levels, and tissue injury scores while reducing nitrite levels and superoxide dismutase and glutathione peroxidase activities. NaHS treatment reversed the adverse effects of IR in remote organs in both sexes, although it showed limited improvement in renal function. Our findings demonstrate that NaHS has a beneficial effect on remote organ injury following renal IR by mitigating oxidative stress, with noted tissue-specific and gender-specific differences in response. These findings suggest NaHS as a potential therapeutic agent for mitigating multi-organ injury after renal IR, with effects varying by tissue and gender.</p>","PeriodicalId":9089,"journal":{"name":"BMC Nephrology","volume":"25 1","pages":"373"},"PeriodicalIF":2.2,"publicationDate":"2024-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11515705/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142494958","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Background: Carotid intima-media thickness (cIMT) is a measure of atherosclerotic vascular disease and a surrogate biomarker for cardiovascular risk in patients with chronic kidney disease (CKD). Mineral and bone disorders (MBD) are complications of CKD, contributing to vascular calcification and accelerated atherosclerosis. Increased fibroblast growth factor 23 (FGF23)-the earliest detectable serum abnormality associated with CKD-MBD-has been linked with cardiovascular disease in patients with CKD. This study aimed to identify factors and analyze the relationship associated with high cIMT, high FGF23, and poor MBD control in children with CKD.
Methods: A cross-sectional study was conducted in Yogyakarta, Indonesia recruiting children with CKD. The correlations and factors between cIMT, FGF23, and MBD were explored.
Results: We recruited 42 children aged 2-18 years old with CKD stages 2 to 5D. There were no significant correlations between cIMT and factors including advanced CKD, use of dialysis, body mass index, hypertension, anemia, MBD, FGF23 levels, and left ventricular mass index (LVMI). Patients with advanced CKD had poorly controlled anemia, hypertension, and higher LVMI. In multivariate analysis, CKD stages, hypertension stages, the presence of MBD, and LVMI were associated with FGF23 levels (p < 0.05).
Conclusions: FGF23 levels increased with CKD progression, and MBD was more prevalent in advanced kidney disease. Elevated FGF23 is potentially associated with increased MBD prevalence in late-stage CKD. A larger study is needed to confirm the factors affecting cIMT in children with CKD.
{"title":"Carotid intima-media thickness, fibroblast growth factor 23, and mineral bone disorder in children with chronic kidney disease.","authors":"Retno Palupi-Baroto, Kristia Hermawan, Indah Kartika Murni, Tiara Nurlita, Yuli Prihastuti, Ira Puspitawati, Chika Carnation Tandri, Cahyani Gita Ambarsari","doi":"10.1186/s12882-024-03771-z","DOIUrl":"10.1186/s12882-024-03771-z","url":null,"abstract":"<p><strong>Background: </strong>Carotid intima-media thickness (cIMT) is a measure of atherosclerotic vascular disease and a surrogate biomarker for cardiovascular risk in patients with chronic kidney disease (CKD). Mineral and bone disorders (MBD) are complications of CKD, contributing to vascular calcification and accelerated atherosclerosis. Increased fibroblast growth factor 23 (FGF23)-the earliest detectable serum abnormality associated with CKD-MBD-has been linked with cardiovascular disease in patients with CKD. This study aimed to identify factors and analyze the relationship associated with high cIMT, high FGF23, and poor MBD control in children with CKD.</p><p><strong>Methods: </strong>A cross-sectional study was conducted in Yogyakarta, Indonesia recruiting children with CKD. The correlations and factors between cIMT, FGF23, and MBD were explored.</p><p><strong>Results: </strong>We recruited 42 children aged 2-18 years old with CKD stages 2 to 5D. There were no significant correlations between cIMT and factors including advanced CKD, use of dialysis, body mass index, hypertension, anemia, MBD, FGF23 levels, and left ventricular mass index (LVMI). Patients with advanced CKD had poorly controlled anemia, hypertension, and higher LVMI. In multivariate analysis, CKD stages, hypertension stages, the presence of MBD, and LVMI were associated with FGF23 levels (p < 0.05).</p><p><strong>Conclusions: </strong>FGF23 levels increased with CKD progression, and MBD was more prevalent in advanced kidney disease. Elevated FGF23 is potentially associated with increased MBD prevalence in late-stage CKD. A larger study is needed to confirm the factors affecting cIMT in children with CKD.</p>","PeriodicalId":9089,"journal":{"name":"BMC Nephrology","volume":"25 1","pages":"369"},"PeriodicalIF":2.2,"publicationDate":"2024-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11494757/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142457916","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-10-21DOI: 10.1186/s12882-024-03811-8
Nader Ghenaati, Hamid Reza Zendehtalab, Mohammad Namazinia, Masoud Zare
Background: Chronic renal failure poses a significant global health challenge, exerting a substantial burden on both patients and their caregivers. Hemodialysis, a common treatment for end-stage renal disease, imposes extensive physical, emotional, and financial pressures on caregivers, often leading to a high care burden. This study uniquely examines the impact of peer support groups on reducing the care burden among caregivers of patients receiving hemodialysis in an Iranian healthcare setting, an aspect that has not been extensively explored before.
Methods: A parallel-controlled clinical trial was conducted involving 60 caregivers, divided into intervention and control groups. The intervention group participated in an 8-session peer support program tailored to their identified needs, including coping with stress, social isolation, and financial challenges. The Zarit Care Burden Interview Scale was used to measure care burden before and after the intervention.
Results: The study revealed statistically significant reductions in care burden, particularly in physical, social, and emotional dimensions, among caregivers in the intervention group compared to the control group. The total care burden score showed a marked decrease, indicating the effectiveness of the peer support intervention. While economic challenges remained a concern, the intervention had a limited impact in this domain.
Conclusion: This study demonstrates that peer support groups significantly alleviate the care burden experienced by caregivers of patients receiving hemodialysis, improving their well-being across several dimensions. The findings highlight the importance of integrating peer support strategies into healthcare programs for chronic disease management and underscore the need for supplementary economic support measures to comprehensively address caregivers' needs. Future research should explore the scalability and long-term sustainability of such interventions and address the unique economic challenges faced by these caregivers.
Trial registration: This study was registered in the Iranian Registry of Clinical Trials (IRCT) under the registration number IRCT20220724055540N1 on 11/08/2022.
{"title":"Peer support groups and care burden in hemodialysis caregivers: a RCT in an Iranian healthcare setting.","authors":"Nader Ghenaati, Hamid Reza Zendehtalab, Mohammad Namazinia, Masoud Zare","doi":"10.1186/s12882-024-03811-8","DOIUrl":"10.1186/s12882-024-03811-8","url":null,"abstract":"<p><strong>Background: </strong>Chronic renal failure poses a significant global health challenge, exerting a substantial burden on both patients and their caregivers. Hemodialysis, a common treatment for end-stage renal disease, imposes extensive physical, emotional, and financial pressures on caregivers, often leading to a high care burden. This study uniquely examines the impact of peer support groups on reducing the care burden among caregivers of patients receiving hemodialysis in an Iranian healthcare setting, an aspect that has not been extensively explored before.</p><p><strong>Methods: </strong>A parallel-controlled clinical trial was conducted involving 60 caregivers, divided into intervention and control groups. The intervention group participated in an 8-session peer support program tailored to their identified needs, including coping with stress, social isolation, and financial challenges. The Zarit Care Burden Interview Scale was used to measure care burden before and after the intervention.</p><p><strong>Results: </strong>The study revealed statistically significant reductions in care burden, particularly in physical, social, and emotional dimensions, among caregivers in the intervention group compared to the control group. The total care burden score showed a marked decrease, indicating the effectiveness of the peer support intervention. While economic challenges remained a concern, the intervention had a limited impact in this domain.</p><p><strong>Conclusion: </strong>This study demonstrates that peer support groups significantly alleviate the care burden experienced by caregivers of patients receiving hemodialysis, improving their well-being across several dimensions. The findings highlight the importance of integrating peer support strategies into healthcare programs for chronic disease management and underscore the need for supplementary economic support measures to comprehensively address caregivers' needs. Future research should explore the scalability and long-term sustainability of such interventions and address the unique economic challenges faced by these caregivers.</p><p><strong>Trial registration: </strong>This study was registered in the Iranian Registry of Clinical Trials (IRCT) under the registration number IRCT20220724055540N1 on 11/08/2022.</p>","PeriodicalId":9089,"journal":{"name":"BMC Nephrology","volume":"25 1","pages":"371"},"PeriodicalIF":2.2,"publicationDate":"2024-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11495059/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142457922","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-10-21DOI: 10.1186/s12882-024-03822-5
Samson A Iwhiwhu, Ravi Kumar, Abdul H Khan, Jeremiah M Afolabi, Jada D Williams, Julia E de la Cruz, Adebowale Adebiyi
Background: Pemetrexed is combined with cisplatin to treat cancer. Whether pemetrexed-cisplatin combination chemotherapy exacerbates cisplatin nephrotoxicity is unclear. Here, we investigated kidney injury in mice administered a non-lethal low-dose regimen of pemetrexed or cisplatin alone and compared it with a pemetrexed-cisplatin combination.
Methods: Mice were randomly divided into four groups and administered intraperitoneally the experimental drugs solubilized in captisol (sulfobutylether β-cyclodextrin). Group 1 received captisol, Group 2 pemetrexed (10 mg/kg), Group 3 cisplatin (1 mg/kg), and Group 4 pemetrexed (10 mg/kg) plus cisplatin (1 mg/kg). The mice were treated every other day for two weeks, three times per week. Glomerular filtration rate (GFR) was determined on the third day after the last treatment, followed by a necropsy.
Results: Whereas the relative kidney weight was comparable in the control vs. pemetrexed or cisplatin alone group, it was significantly increased in the combination group. Mice treated with cisplatin and pemetrexed-cisplatin combination exhibited reduced GFR. The pemetrexed-cisplatin combination caused significant increases in the plasma or urinary levels of kidney injury biomarkers, renal lipid peroxidation, and nitrosative stress compared with pemetrexed or cisplatin alone. Histopathology revealed that pemetrexed or cisplatin alone had minimal effects on the kidneys. By contrast, the pemetrexed-cisplatin combination caused tubular degeneration, dilatation, and granular casts. Live-cell imaging showed that the pemetrexed-cisplatin combination caused more severe apoptosis of primary renal epithelial cells than individual concentrations.
Conclusions: These findings suggest that combining pemetrexed and cisplatin causes oxidative kidney damage at individual doses that do not cause significant nephrotoxicity. Hence, the renal function of patients undergoing treatment with the pemetrexed-cisplatin combination needs extensive monitoring.
{"title":"A low-dose pemetrexed-cisplatin combination regimen induces significant nephrotoxicity in mice.","authors":"Samson A Iwhiwhu, Ravi Kumar, Abdul H Khan, Jeremiah M Afolabi, Jada D Williams, Julia E de la Cruz, Adebowale Adebiyi","doi":"10.1186/s12882-024-03822-5","DOIUrl":"10.1186/s12882-024-03822-5","url":null,"abstract":"<p><strong>Background: </strong>Pemetrexed is combined with cisplatin to treat cancer. Whether pemetrexed-cisplatin combination chemotherapy exacerbates cisplatin nephrotoxicity is unclear. Here, we investigated kidney injury in mice administered a non-lethal low-dose regimen of pemetrexed or cisplatin alone and compared it with a pemetrexed-cisplatin combination.</p><p><strong>Methods: </strong>Mice were randomly divided into four groups and administered intraperitoneally the experimental drugs solubilized in captisol (sulfobutylether β-cyclodextrin). Group 1 received captisol, Group 2 pemetrexed (10 mg/kg), Group 3 cisplatin (1 mg/kg), and Group 4 pemetrexed (10 mg/kg) plus cisplatin (1 mg/kg). The mice were treated every other day for two weeks, three times per week. Glomerular filtration rate (GFR) was determined on the third day after the last treatment, followed by a necropsy.</p><p><strong>Results: </strong>Whereas the relative kidney weight was comparable in the control vs. pemetrexed or cisplatin alone group, it was significantly increased in the combination group. Mice treated with cisplatin and pemetrexed-cisplatin combination exhibited reduced GFR. The pemetrexed-cisplatin combination caused significant increases in the plasma or urinary levels of kidney injury biomarkers, renal lipid peroxidation, and nitrosative stress compared with pemetrexed or cisplatin alone. Histopathology revealed that pemetrexed or cisplatin alone had minimal effects on the kidneys. By contrast, the pemetrexed-cisplatin combination caused tubular degeneration, dilatation, and granular casts. Live-cell imaging showed that the pemetrexed-cisplatin combination caused more severe apoptosis of primary renal epithelial cells than individual concentrations.</p><p><strong>Conclusions: </strong>These findings suggest that combining pemetrexed and cisplatin causes oxidative kidney damage at individual doses that do not cause significant nephrotoxicity. Hence, the renal function of patients undergoing treatment with the pemetrexed-cisplatin combination needs extensive monitoring.</p>","PeriodicalId":9089,"journal":{"name":"BMC Nephrology","volume":"25 1","pages":"370"},"PeriodicalIF":2.2,"publicationDate":"2024-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11494951/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142457910","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-10-20DOI: 10.1186/s12882-024-03807-4
Moein Alishahi, Seyed Reza Mazloum, Samira Mohajer, Mohammad Namazinia
Background: Chronic Kidney Disease (CKD) is a progressive disorder that often leads to End-Stage Renal Disease (ESRD), necessitating hemodialysis (HD) treatment. Fatigue is a prevalent and debilitating symptom among HD patients, significantly affecting their quality of life. Recreational Therapy (RT) is a therapeutic recreational service designed to maintain and restore a person's level of performance and independence in daily activities. This study aimed to evaluate the effect of a smartphone-based recreational therapy intervention on fatigue in hemodialysis patients.
Methods: This randomized controlled trial was conducted on HD patients at a hospital in Mashhad, Iran. The intervention group received a custom-designed recreational therapy mobile application, including music, comedy, exercise, and educational content. The control group received standard care. Fatigue was assessed using the Multidimensional Fatigue Inventory (MFI-20) before and after the 30-day intervention.
Results: A total of 72 patients (36 per group) participated in the study. The intervention group demonstrated a significant reduction in overall fatigue scores and improvements across various fatigue dimensions, including general fatigue, physical fatigue, mental fatigue, reduced activity, and reduced motivation, compared to the control group (p < 0.001).
Conclusion: The smartphone-based recreational therapy intervention effectively reduced fatigue in hemodialysis patients. This approach could be a valuable complementary strategy for managing fatigue in this population. Further research is needed to explore the long-term sustainability of these benefits and the intervention's impact on other patient-reported outcomes.
Trial registration: This study was registered in the Iranian Registry of Clinical Trials (no. IRCT20220803055608N1) on 29/08/2022.
{"title":"The effect of recreational therapy application on fatigue in hemodialysis patients: a randomized clinical trial.","authors":"Moein Alishahi, Seyed Reza Mazloum, Samira Mohajer, Mohammad Namazinia","doi":"10.1186/s12882-024-03807-4","DOIUrl":"10.1186/s12882-024-03807-4","url":null,"abstract":"<p><strong>Background: </strong>Chronic Kidney Disease (CKD) is a progressive disorder that often leads to End-Stage Renal Disease (ESRD), necessitating hemodialysis (HD) treatment. Fatigue is a prevalent and debilitating symptom among HD patients, significantly affecting their quality of life. Recreational Therapy (RT) is a therapeutic recreational service designed to maintain and restore a person's level of performance and independence in daily activities. This study aimed to evaluate the effect of a smartphone-based recreational therapy intervention on fatigue in hemodialysis patients.</p><p><strong>Methods: </strong>This randomized controlled trial was conducted on HD patients at a hospital in Mashhad, Iran. The intervention group received a custom-designed recreational therapy mobile application, including music, comedy, exercise, and educational content. The control group received standard care. Fatigue was assessed using the Multidimensional Fatigue Inventory (MFI-20) before and after the 30-day intervention.</p><p><strong>Results: </strong>A total of 72 patients (36 per group) participated in the study. The intervention group demonstrated a significant reduction in overall fatigue scores and improvements across various fatigue dimensions, including general fatigue, physical fatigue, mental fatigue, reduced activity, and reduced motivation, compared to the control group (p < 0.001).</p><p><strong>Conclusion: </strong>The smartphone-based recreational therapy intervention effectively reduced fatigue in hemodialysis patients. This approach could be a valuable complementary strategy for managing fatigue in this population. Further research is needed to explore the long-term sustainability of these benefits and the intervention's impact on other patient-reported outcomes.</p><p><strong>Trial registration: </strong>This study was registered in the Iranian Registry of Clinical Trials (no. IRCT20220803055608N1) on 29/08/2022.</p>","PeriodicalId":9089,"journal":{"name":"BMC Nephrology","volume":"25 1","pages":"368"},"PeriodicalIF":2.2,"publicationDate":"2024-10-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11492748/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142457931","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Background: Although peritoneal dialysis (PD) is an efficient therapy for renal replacement, the long-term survival rate of patients undergoing PD remains low. The platelet-to-albumin ratio (PAR), recently identified as a parameter of inflammatory and nutritional status, is associated with an adverse prognosis for various diseases. However, the association between the serum PAR and prognosis of patients undergoing PD is poorly understood. This study aimed to evaluate whether the PAR is a reliable predictor of cardiovascular disease (CVD) and all-cause mortality in patients undergoing PD.
Methods: This multicenter cohort study enrolled patients undergoing PD from January 1, 2009, to September 30, 2018. The patients were divided into four groups according to the quartiles of their baseline PAR. The primary endpoint was all-cause and CVD-related mortality. Cox proportional hazard models were used to determine the association between the PAR and all-cause or CVD-related mortality. The receiver operating characteristic (ROC) curve was utilized to compare the performance among PAR and other inflammatory indicators. C-statistic, net reclassification improvement (NRI), and integrated discrimination improvement (IDI) were applied to examine the incremental prognostic value of PAR compared with baseline model for predicting all-cause and CVD mortality.
Results: A total of 2825 patients were included. During the follow-up period of 47.5 ± 28.3 months, 747 (26.4%) mortality cases were observed, of which 415 (55.6%) were CVD-related. Compared with the Q1 (PAR < 4.43), placement in Q4 (PAR > 7.27) was associated with an increased risk of all-cause mortality and CVD mortality (p < 0.001). The adjusted restricted cubic spline analysis indicated that the relationship of the PAR with all-cause and cardiovascular mortality was linear (p for nonlinearity = 0.289 and 0.422, respectively). No positive correlations were shown in the interaction tests. PAR exhibited superior predictive value for mortality compared to other inflammatory indicators, with a respective AUC value of 0.611 (P < 0.001) for all-cause mortality and 0.609 (P < 0.001) for cardiovascular mortality. According to the C-statistic, continuous NRI and IDI, the addition of PAR to the baseline model yielded a moderate but significant improvement in outcome prediction.
Conclusions: The PAR is an independent prognostic factor associated with all-cause and cardiovascular mortality in patients undergoing PD.
背景:尽管腹膜透析(PD)是一种有效的肾脏替代疗法,但接受腹膜透析的患者的长期存活率仍然很低。血小板与白蛋白比值(PAR)最近被确定为炎症和营养状况的参数,与各种疾病的不良预后有关。然而,人们对接受腹膜透析的患者血清 PAR 与预后之间的关系知之甚少。本研究旨在评估 PAR 是否能可靠地预测接受肺结核治疗的患者的心血管疾病(CVD)和全因死亡率:这项多中心队列研究招募了2009年1月1日至2018年9月30日期间接受PD的患者。根据基线PAR的四分位数将患者分为四组。主要终点是全因死亡率和心血管疾病相关死亡率。采用 Cox 比例危险模型来确定 PAR 与全因死亡率或心血管疾病相关死亡率之间的关系。受体操作特征曲线(ROC)用于比较 PAR 和其他炎症指标的性能。采用C统计量、净再分类改进(NRI)和综合判别改进(IDI)来检验PAR与基线模型相比在预测全因死亡率和心血管疾病死亡率方面的增量预后价值:共纳入 2825 名患者。在 47.5 ± 28.3 个月的随访期间,观察到 747 例(26.4%)死亡病例,其中 415 例(55.6%)与心血管疾病相关。与 Q1(PAR 7.27)相比,PAR 与全因死亡和心血管疾病死亡风险的增加有关(p 结论:PAR 是一个独立的预后因素:PAR是与接受腹膜透析的患者全因死亡率和心血管死亡率相关的独立预后因素。
{"title":"Platelet-to-albumin ratio: a potential biomarker for predicting all-cause and cardiovascular mortality in patients undergoing peritoneal dialysis.","authors":"Huijuan Ma, Jiexin Chen, Xiaojiang Zhan, Shuilian Ao, Jihong Deng, Ruiying Tang, Fenfen Peng, Na Tian, Yueqiang Wen, Xiaoyang Wang, Xiaoran Feng, Ning Su, Xingming Tang, Xianfeng Wu, Qian Zhou, Qingdong Xu","doi":"10.1186/s12882-024-03792-8","DOIUrl":"10.1186/s12882-024-03792-8","url":null,"abstract":"<p><strong>Background: </strong>Although peritoneal dialysis (PD) is an efficient therapy for renal replacement, the long-term survival rate of patients undergoing PD remains low. The platelet-to-albumin ratio (PAR), recently identified as a parameter of inflammatory and nutritional status, is associated with an adverse prognosis for various diseases. However, the association between the serum PAR and prognosis of patients undergoing PD is poorly understood. This study aimed to evaluate whether the PAR is a reliable predictor of cardiovascular disease (CVD) and all-cause mortality in patients undergoing PD.</p><p><strong>Methods: </strong>This multicenter cohort study enrolled patients undergoing PD from January 1, 2009, to September 30, 2018. The patients were divided into four groups according to the quartiles of their baseline PAR. The primary endpoint was all-cause and CVD-related mortality. Cox proportional hazard models were used to determine the association between the PAR and all-cause or CVD-related mortality. The receiver operating characteristic (ROC) curve was utilized to compare the performance among PAR and other inflammatory indicators. C-statistic, net reclassification improvement (NRI), and integrated discrimination improvement (IDI) were applied to examine the incremental prognostic value of PAR compared with baseline model for predicting all-cause and CVD mortality.</p><p><strong>Results: </strong>A total of 2825 patients were included. During the follow-up period of 47.5 ± 28.3 months, 747 (26.4%) mortality cases were observed, of which 415 (55.6%) were CVD-related. Compared with the Q1 (PAR < 4.43), placement in Q4 (PAR > 7.27) was associated with an increased risk of all-cause mortality and CVD mortality (p < 0.001). The adjusted restricted cubic spline analysis indicated that the relationship of the PAR with all-cause and cardiovascular mortality was linear (p for nonlinearity = 0.289 and 0.422, respectively). No positive correlations were shown in the interaction tests. PAR exhibited superior predictive value for mortality compared to other inflammatory indicators, with a respective AUC value of 0.611 (P < 0.001) for all-cause mortality and 0.609 (P < 0.001) for cardiovascular mortality. According to the C-statistic, continuous NRI and IDI, the addition of PAR to the baseline model yielded a moderate but significant improvement in outcome prediction.</p><p><strong>Conclusions: </strong>The PAR is an independent prognostic factor associated with all-cause and cardiovascular mortality in patients undergoing PD.</p>","PeriodicalId":9089,"journal":{"name":"BMC Nephrology","volume":"25 1","pages":"365"},"PeriodicalIF":2.2,"publicationDate":"2024-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11490134/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142457923","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-10-19DOI: 10.1186/s12882-024-03809-2
John W Larkin, Suman Lama, Sheetal Chaudhuri, Joanna Willetts, Anke C Winter, Yue Jiao, Manuela Stauss-Grabo, Len A Usvyat, Jeffrey L Hymes, Franklin W Maddux, David C Wheeler, Peter Stenvinkel, Jürgen Floege
Background: Gastrointestinal bleeding (GIB) is a clinical challenge in kidney failure. INSPIRE group assessed if machine learning could determine a hemodialysis (HD) patient's 180-day GIB hospitalization risk.
Methods: An eXtreme Gradient Boosting (XGBoost) and logistic regression model were developed using an HD dataset in United States (2017-2020). Patient data was randomly split (50% training, 30% validation, and 20% testing). HD treatments ≤ 180 days before GIB hospitalization were classified as positive observations; others were negative. Models considered 1,303 exposures/covariates. Performance was measured using unseen testing data.
Results: Incidence of 180-day GIB hospitalization was 1.18% in HD population (n = 451,579), and 1.12% in testing dataset (n = 38,853). XGBoost showed area under the receiver operating curve (AUROC) = 0.74 (95% confidence interval (CI) 0.72, 0.76) versus logistic regression showed AUROC = 0.68 (95% CI 0.66, 0.71). Sensitivity and specificity were 65.3% (60.9, 69.7) and 68.0% (67.6, 68.5) for XGBoost versus 68.9% (64.7, 73.0) and 57.0% (56.5, 57.5) for logistic regression, respectively. Associations in exposures were consistent for many factors. Both models showed GIB hospitalization risk was associated with older age, disturbances in anemia/iron indices, recent all-cause hospitalizations, and bone mineral metabolism markers. XGBoost showed high importance on outcome prediction for serum 25 hydroxy (25OH) vitamin D levels, while logistic regression showed high importance for parathyroid hormone (PTH) levels.
Conclusions: Machine learning can be considered for early detection of GIB event risk in HD. XGBoost outperforms logistic regression, yet both appear suitable. External and prospective validation of these models is needed. Association between bone mineral metabolism markers and GIB events was unexpected and warrants investigation.
Trial registration: This retrospective analysis of real-world data was not a prospective clinical trial and registration is not applicable.
{"title":"Prediction of gastrointestinal bleeding hospitalization risk in hemodialysis using machine learning.","authors":"John W Larkin, Suman Lama, Sheetal Chaudhuri, Joanna Willetts, Anke C Winter, Yue Jiao, Manuela Stauss-Grabo, Len A Usvyat, Jeffrey L Hymes, Franklin W Maddux, David C Wheeler, Peter Stenvinkel, Jürgen Floege","doi":"10.1186/s12882-024-03809-2","DOIUrl":"10.1186/s12882-024-03809-2","url":null,"abstract":"<p><strong>Background: </strong>Gastrointestinal bleeding (GIB) is a clinical challenge in kidney failure. INSPIRE group assessed if machine learning could determine a hemodialysis (HD) patient's 180-day GIB hospitalization risk.</p><p><strong>Methods: </strong>An eXtreme Gradient Boosting (XGBoost) and logistic regression model were developed using an HD dataset in United States (2017-2020). Patient data was randomly split (50% training, 30% validation, and 20% testing). HD treatments ≤ 180 days before GIB hospitalization were classified as positive observations; others were negative. Models considered 1,303 exposures/covariates. Performance was measured using unseen testing data.</p><p><strong>Results: </strong>Incidence of 180-day GIB hospitalization was 1.18% in HD population (n = 451,579), and 1.12% in testing dataset (n = 38,853). XGBoost showed area under the receiver operating curve (AUROC) = 0.74 (95% confidence interval (CI) 0.72, 0.76) versus logistic regression showed AUROC = 0.68 (95% CI 0.66, 0.71). Sensitivity and specificity were 65.3% (60.9, 69.7) and 68.0% (67.6, 68.5) for XGBoost versus 68.9% (64.7, 73.0) and 57.0% (56.5, 57.5) for logistic regression, respectively. Associations in exposures were consistent for many factors. Both models showed GIB hospitalization risk was associated with older age, disturbances in anemia/iron indices, recent all-cause hospitalizations, and bone mineral metabolism markers. XGBoost showed high importance on outcome prediction for serum 25 hydroxy (25OH) vitamin D levels, while logistic regression showed high importance for parathyroid hormone (PTH) levels.</p><p><strong>Conclusions: </strong>Machine learning can be considered for early detection of GIB event risk in HD. XGBoost outperforms logistic regression, yet both appear suitable. External and prospective validation of these models is needed. Association between bone mineral metabolism markers and GIB events was unexpected and warrants investigation.</p><p><strong>Trial registration: </strong>This retrospective analysis of real-world data was not a prospective clinical trial and registration is not applicable.</p>","PeriodicalId":9089,"journal":{"name":"BMC Nephrology","volume":"25 1","pages":"366"},"PeriodicalIF":2.2,"publicationDate":"2024-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11490046/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142457924","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}