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Outcomes of diabetic patients undergoing peritoneal dialysis in the French Language Peritoneal Dialysis Registry. 接受腹膜透析的糖尿病患者的结局在法语腹膜透析登记处。
IF 4.6 2区 医学 Q1 UROLOGY & NEPHROLOGY Pub Date : 2025-12-05 eCollection Date: 2026-01-01 DOI: 10.1093/ckj/sfaf382
Nesrine Khachroumi, Annabel Boyer, Antoine Lanot, Maxence Ficheux, Clémence Bechade, Thierry Lobbedez

Background: Diabetes is the leading cause of end-stage kidney disease (ESKD) worldwide. In particular, whether diabetes has a negative effect on the risk of transfer to haemodialysis (HD) remains controversial. This study was conducted to provide updated data on outcomes of patients with diabetes on peritoneal dialysis (PD).

Methods: This was a retrospective cohort study using data from the French Language Peritoneal Dialysis Registry, including patients starting PD between 2008 and 2018; the end of the study was 31 December 2021. Cox and Fine-Gray models examined associations between diabetes and mortality, transfer to HD, a composite outcome of death and HD transfer and kidney transplantation. In addition, the causes of transfer to HD were analysed separately. Mediation analyses were performed to assess the indirect effects of early peritonitis and assisted PD on HD transfer.

Results: Of 10 412 PD patients, 3473 (33%) were diabetics. Diabetes was associated with an increased risk of HD transfer {cause-specific hazard ratio [cs-HR] 1.69 [95% confidence interval (CI) 1.36-2.11]}, death [cs-HR 1.32 (95% CI 1.21-1.43)] and the composite outcome [cs-HR 1.23 (95% CI 1.15-1.31)] in Cox and Fine-Gray models [HD transfer subdistribution HR (sd-HR) 1.18 (95% CI 1.07-1.31); death sd-HR 1.25 (95% CI 1.15-1.35)]. Diabetic patients were less likely to receive a kidney transplant [cs-HR 0.52 (95% C: 0.41-0.66); sd-HR 0.44 (95% CI 0.35-0.56)]. At a 5% false discovery rate, diabetes was significantly associated with an increased risk of transfer to HD due to inadequate dialysis, other PD-related causes and non-PD-related causes. Mediation analyses showed no significant indirect effects via early peritonitis or assisted PD.

Conclusion: Diabetes has a higher risk of transfer to HD that was not explained by early peritonitis or not being assisted. Diabetic PD patients have a greater mortality risk and lower access to transplantation.

背景:糖尿病是世界范围内终末期肾病(ESKD)的主要原因。特别是,糖尿病是否对血液透析(HD)转移的风险有负面影响仍然存在争议。本研究旨在提供糖尿病患者腹膜透析(PD)预后的最新数据。方法:这是一项回顾性队列研究,使用法语腹膜透析登记处的数据,包括2008年至2018年间开始PD的患者;研究于2021年12月31日结束。Cox和Fine-Gray模型研究了糖尿病与死亡率、HD转移、死亡、HD转移和肾移植的复合结果之间的关系。此外,还分别分析了发生HD的原因。进行中介分析以评估早期腹膜炎和辅助PD对HD转移的间接影响。结果:10412例PD患者中,3473例(33%)为糖尿病患者。在Cox和Fine-Gray模型中,糖尿病与HD转移风险增加相关{病因特异性风险比[cs-HR] 1.69[95%可信区间(CI) 1.36-2.11]}、死亡[cs-HR 1.32 (95% CI 1.21-1.43)]和复合结局[cs-HR 1.23 (95% CI 1.15-1.31)] [HD转移亚分布HR (sd-HR) 1.18 (95% CI 1.07-1.31);死亡sd-HR 1.25 (95% CI 1.15-1.35)。糖尿病患者接受肾移植的可能性较低[cs-HR 0.52 (95% C: 0.41-0.66);sd-HR 0.44 (95% CI 0.35-0.56)。在5%的错误发现率下,由于透析不足、其他pd相关原因和非pd相关原因,糖尿病与转移到HD的风险增加显著相关。中介分析显示,通过早期腹膜炎或辅助PD没有显著的间接影响。结论:糖尿病有较高的转移到HD的风险,这不能用早期腹膜炎或没有得到帮助来解释。糖尿病PD患者有更高的死亡风险和更低的移植机会。
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引用次数: 0
The 2025 KDIGO guideline on the management of nephrotic syndrome in children: a comment of the European Renal Association Immunonephrology Working Group. 关于儿童肾病综合征管理的2025年KDIGO指南:欧洲肾脏协会免疫肾脏病工作组的评论
IF 4.6 2区 医学 Q1 UROLOGY & NEPHROLOGY Pub Date : 2025-12-05 eCollection Date: 2026-01-01 DOI: 10.1093/ckj/sfaf381
Eleni Frangou, Andreas Kronbichler, Stefanie Steiger, Annette Bruchfeld, Fernando Caravaca-Fontán, Safak Mirioglu, Sarah Moran, Luis F Quintana, Kate I Stevens, Y K Onno Teng, Jürgen Floege, Marina Vivarelli

Despite advances and therapeutic progress, nephrotic syndrome (NS) in childhood remains challenging due to its heterogeneous presentation, variable response to treatment and the potential of adverse long-term kidney outcomes. The recently published KDIGO 2025 clinical practice guideline for the management of NS in children refines the definitions of relapse, infrequently- and frequently-relapsing NS and steroid-resistant NS. Herein we describe the revised definitions, summarize the key updates of the KDIGO 2025 guidelines and comment on the new treatment algorithm from a European viewpoint, highlighting the need for individualized approaches to minimize toxicity and optimize long-term kidney outcomes in NS in children.

尽管进展和治疗进展,儿童肾病综合征(NS)仍然具有挑战性,因为它的异质表现,对治疗的不同反应和潜在的不良长期肾脏结局。最近出版的KDIGO 2025儿童NS管理临床实践指南细化了复发、罕见和频繁复发NS和类固醇耐药NS的定义。在此,我们描述了修订后的定义,总结了KDIGO 2025指南的关键更新,并从欧洲的角度对新的治疗算法进行了评论,强调需要个性化的方法来最小化儿童NS的毒性和优化长期肾脏预后。
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引用次数: 0
Personalized virtual reality in hemodialysis patients: a multicenter pilot study. 个性化虚拟现实在血液透析患者中的应用:一项多中心试点研究。
IF 4.6 2区 医学 Q1 UROLOGY & NEPHROLOGY Pub Date : 2025-12-04 eCollection Date: 2026-01-01 DOI: 10.1093/ckj/sfaf367
Philipp Russ, Leo T Wenzel, Simon Bedenbender, Michèle Maeske, Jonas Einloft, Hendrik L Meyer, Andre Ganser, Gert Bange, Martin C Hirsch, Andreas Neubauer, Peter Benoehr, Ivica Grgic

Background: Patients undergoing hemodialysis frequently experience stress, physical discomfort, depressive symptoms and prolonged immobility during lengthy treatment sessions. Immersive virtual reality (VR) has shown promise as a non-pharmacological intervention to improve wellbeing in various clinical settings. However, no multicenter study has examined personalized immersive VR in dialysis patients. This study therefore aimed to assess the tolerability and effects of a single personalized VR session on wellbeing, pain and physiological parameters in patients undergoing hemodialysis.

Methods: In this pre-post single group pilot study, 148 participants from 12 dialysis centers (10 outpatient, 2 in-hospital) were enrolled. Each patient completed one personalized 20-min VR session, selecting from 20 immersive 360° options. Emotional wellbeing and pain were assessed before and after VR exposure, while treatment tolerance, perceived quality and feasibility were assessed post-session. Physiological parameters (blood pressure, heart rate, oxygen saturation) were recorded before, during and after exposure.

Results: Of the 148 enrolled participants, 143 completed the intervention (mean age 62.2 ± 14.5 years; 64.9% male and 35.1% female). Wellbeing improved significantly; among participants reporting pain, scores decreased by ∼50%. Systolic blood pressure declined from 135 to 128 mmHg and diastolic from 72 to 69 mmHg during VR exposure, with heart rate decreasing from a mean of 72 to 67 bpm (P < .0001 for all); values returned toward baseline afterwards. No serious adverse events were reported.

Conclusion: Personalized VR was well tolerated and produced measurable psychological and physiological benefits in dialysis patients, supporting its potential as a feasible non-pharmacological adjunct to routine care.

背景:在漫长的治疗过程中,接受血液透析的患者经常经历压力、身体不适、抑郁症状和长时间的不活动。沉浸式虚拟现实(VR)作为一种非药物干预手段,有望改善各种临床环境中的健康状况。然而,尚无多中心研究对透析患者的个性化沉浸式VR进行检测。因此,本研究旨在评估单个个性化VR会话对血液透析患者健康、疼痛和生理参数的耐受性和影响。方法:在这项单组试验研究中,纳入了来自12个透析中心的148名参与者(10名门诊,2名住院)。每位患者完成一次个性化的20分钟VR会话,从20个沉浸式360°选项中进行选择。在VR暴露前后评估情绪健康和疼痛,在治疗后评估治疗耐受性、感知质量和可行性。记录暴露前、暴露中、暴露后的生理参数(血压、心率、血氧饱和度)。结果:148名入组参与者中,143名完成了干预(平均年龄62.2±14.5岁,男性64.9%,女性35.1%)。幸福感显著改善;在报告疼痛的参与者中,得分下降了约50%。在VR暴露期间,收缩压从135降至128 mmHg,舒张压从72降至69 mmHg,心率从平均72降至67 bpm (P结论:个性化VR在透析患者中耐受性良好,并产生可测量的心理和生理益处,支持其作为常规护理可行的非药物辅助手段的潜力。
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引用次数: 0
Individualizing Kt by sex and body surface area: implications for survival in hemodialysis patients. 根据性别和体表面积个体化Kt:对血液透析患者生存的影响。
IF 4.6 2区 医学 Q1 UROLOGY & NEPHROLOGY Pub Date : 2025-12-03 eCollection Date: 2026-01-01 DOI: 10.1093/ckj/sfaf369
María Luz Sánchez-Tocino, Antonio López-González, María Lorena Iglesias-González, Silvia Villoria-González, Julia Audije-Gil, Jose Luis Fernández-Martín, David Hernán, Paula Manso, Fabiola Dapena, María Dolores Arenas-Jiménez

Background: The administration of an adequate dialysis dose is a critical aspect for ensuring the effectiveness of hemodialysis (HD) treatment and improving survival. Kt is a key indicator to evaluate the dose, with two targets: based on sex (Kt-Sx) and body surface area (Kt-BSA).

Methods: This retrospective study (2022-23) was conducted across 15 HD centers analyzed 1829 prevalent patients and 317 842 HD sessions.

Results: It was found that 65.9% met both Kt targets, 21.2% met only Kt-Sx and 12.9% met neither. Failure to meet both of the targets was associated with being male, older age, shorter time on HD, higher comorbidity, low body mass index, use of a catheter, shorter sessions, conventional HD, low flow rates and small membranes. Meeting at least the Kt-Sx target was associated with a 41.6% reduction in 24-month mortality risk, and an even more favorable association was observed when both targets were met, reducing the risk by 61.7%.

Conclusions: These findings highlight the importance of personalizing dialysis considering both sex and BSA, particularly in overweight or obese patients, to improve survival.

背景:给予足够的透析剂量是确保血液透析(HD)治疗有效性和提高生存率的关键方面。Kt是评估剂量的关键指标,有两个目标:基于性别(Kt- sx)和体表面积(Kt- bsa)。方法:这项回顾性研究(2022-23)在15个HD中心进行,分析了1829名流行患者和317842个HD疗程。结果:65.9%的人同时满足Kt指标,21.2%的人仅满足Kt- sx指标,12.9%的人两者都不满足。未能达到这两个指标与男性、年龄较大、HD时间较短、合并症较高、体重指数低、使用导管、疗程较短、传统HD、低流速和小膜有关。至少达到Kt-Sx目标与24个月死亡风险降低41.6%相关,当两个目标都达到时,观察到更有利的关联,风险降低61.7%。结论:这些发现强调了考虑性别和BSA的个性化透析的重要性,特别是超重或肥胖患者,以提高生存率。
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引用次数: 0
Cardiac impact of dapagliflozin in advanced chronic kidney disease: rationale and design of the Renal Lifecycle Trial cardiac imaging sub-studies. 达格列净对晚期慢性肾病患者心脏的影响:肾脏生命周期试验心脏成像亚研究的原理和设计
IF 4.6 2区 医学 Q1 UROLOGY & NEPHROLOGY Pub Date : 2025-12-02 eCollection Date: 2026-01-01 DOI: 10.1093/ckj/sfaf376
Micky Karsten, Sunil V Badve, Ron T Gansevoort, Stefan P Berger, Hiddo J L Heerspink, Alferso C Abrahams, Laurent Billot, Rianne H A C M Bon, Mariëlle A C J Gelens, Dean Guinness, Christian Hamilton-Craig, Loek van Heerebeek, Marc H Hemmelder, Lauren Houston, Rebecca Kozor, Dirk R J Kuypers, Helen Monaghan, Bruce Neal, Brendon L Neuen, James Otton, Vlado Perkovic, Adil Rajwani, Angela Y Wang, Marc G Vervloet, Clare Arnott, Lily Jakulj

Background: Patients with chronic kidney disease (CKD) are frequently hospitalized for heart failure. Sodium-glucose co-transporter 2 (SGLT2)-inhibitors improve cardiorenal outcomes in CKD and heart failure, at least in estimated glomerular filtration rate (eGFR) ranges 20-60 ml/min/1.73 m2, possibly through direct cardiac effects. In the cardiac imaging sub-studies of the Renal Lifecycle Trial, we aim to establish the effects of SGLT2-inhibition on cardiac structure and function in patients with advanced CKD, kidney failure and in kidney transplant recipients.

Methods: In the Renal Lifecycle Trial, patients with advanced CKD (eGFR ≤25 ml/min/1.73 m2), those treated with hemodialysis or peritoneal dialysis (PD) or kidney transplant recipients (eGFR ≤45 ml/min/1.73 m2), are randomized to receive either dapagliflozin or placebo. The echocardiography sub-study (acronym: STOP-HF-in-PD) will enroll 100 PD-treated patients, who undergo echocardiography at baseline, and at 6 and 12 months post-randomization. In the cardiac magnetic resonance imaging (MRI) sub-study, 250 Renal Lifecycle Trial participants across all three groups (i.e. advanced CKD, dialysis, kidney transplant recipients), including a subset of STOP-HF-in-PD participants, will undergo cardiac MRI at baseline, and at 12 months post-randomization. The primary endpoint of STOP-HF-in-PD is the difference in left ventricular global longitudinal strain, a measure of cardiac function, after 6-months of dapagliflozin compared to placebo. For the cardiac MRI sub-study, the primary endpoint is the difference of indexed left ventricular mass after 12 months of dapagliflozin compared to placebo.

Conclusions: The Renal Lifecycle Trial cardiac imaging sub-studies will generate novel data on the effects of SGLT2-inhibition on cardiac structure and function in a population with advanced CKD, in whom SGLT2-inhibitor induced cardiovascular protection remains to be established.

Clinical trial registration: The Renal Lifecycle Trial and its sub-studies are registered at ClinicalTrials.gov under registration number NCT05374291.

背景:慢性肾脏疾病(CKD)患者经常因心力衰竭住院。钠-葡萄糖共转运蛋白2 (SGLT2)抑制剂改善CKD和心力衰竭的心肾结局,至少在估计的肾小球滤过率(eGFR)在20-60 ml/min/1.73 m2范围内,可能通过直接的心脏作用。在肾生命周期试验的心脏成像子研究中,我们旨在确定sglt2抑制对晚期CKD、肾衰竭患者和肾移植受者心脏结构和功能的影响。方法:在肾生命周期试验中,晚期CKD患者(eGFR≤25 ml/min/1.73 m2)、接受血液透析或腹膜透析(PD)治疗的患者或肾移植患者(eGFR≤45 ml/min/1.73 m2)随机接受达格列净或安慰剂治疗。超声心动图亚研究(首字母缩略词:STOP-HF-in-PD)将招募100名pd治疗患者,他们在基线、随机化后6个月和12个月接受超声心动图检查。在心脏磁共振成像(MRI)亚研究中,所有三组(即晚期CKD,透析,肾移植受者)的250名肾脏生命周期试验参与者,包括一部分停止hf - In - pd的参与者,将在基线和随机化后12个月接受心脏MRI。STOP-HF-in-PD的主要终点是与安慰剂相比,服用达格列净6个月后左心室整体纵向应变的差异,这是衡量心功能的一种指标。对于心脏MRI亚研究,主要终点是达格列净与安慰剂治疗12个月后左心室质量指数的差异。结论:肾生命周期试验心脏成像子研究将提供sglt2抑制对晚期CKD患者心脏结构和功能影响的新数据,sglt2抑制剂诱导的心血管保护仍有待建立。临床试验注册:肾生命周期试验及其子研究已在ClinicalTrials.gov注册,注册号为NCT05374291。
{"title":"Cardiac impact of dapagliflozin in advanced chronic kidney disease: rationale and design of the Renal Lifecycle Trial cardiac imaging sub-studies.","authors":"Micky Karsten, Sunil V Badve, Ron T Gansevoort, Stefan P Berger, Hiddo J L Heerspink, Alferso C Abrahams, Laurent Billot, Rianne H A C M Bon, Mariëlle A C J Gelens, Dean Guinness, Christian Hamilton-Craig, Loek van Heerebeek, Marc H Hemmelder, Lauren Houston, Rebecca Kozor, Dirk R J Kuypers, Helen Monaghan, Bruce Neal, Brendon L Neuen, James Otton, Vlado Perkovic, Adil Rajwani, Angela Y Wang, Marc G Vervloet, Clare Arnott, Lily Jakulj","doi":"10.1093/ckj/sfaf376","DOIUrl":"https://doi.org/10.1093/ckj/sfaf376","url":null,"abstract":"<p><strong>Background: </strong>Patients with chronic kidney disease (CKD) are frequently hospitalized for heart failure. Sodium-glucose co-transporter 2 (SGLT2)-inhibitors improve cardiorenal outcomes in CKD and heart failure, at least in estimated glomerular filtration rate (eGFR) ranges 20-60 ml/min/1.73 m<sup>2</sup>, possibly through direct cardiac effects. In the cardiac imaging sub-studies of the Renal Lifecycle Trial, we aim to establish the effects of SGLT2-inhibition on cardiac structure and function in patients with advanced CKD, kidney failure and in kidney transplant recipients.</p><p><strong>Methods: </strong>In the Renal Lifecycle Trial, patients with advanced CKD (eGFR ≤25 ml/min/1.73 m<sup>2</sup>), those treated with hemodialysis or peritoneal dialysis (PD) or kidney transplant recipients (eGFR ≤45 ml/min/1.73 m<sup>2</sup>), are randomized to receive either dapagliflozin or placebo. The echocardiography sub-study (acronym: STOP-HF-in-PD) will enroll 100 PD-treated patients, who undergo echocardiography at baseline, and at 6 and 12 months post-randomization. In the cardiac magnetic resonance imaging (MRI) sub-study, 250 Renal Lifecycle Trial participants across all three groups (i.e. advanced CKD, dialysis, kidney transplant recipients), including a subset of STOP-HF-in-PD participants, will undergo cardiac MRI at baseline, and at 12 months post-randomization. The primary endpoint of STOP-HF-in-PD is the difference in left ventricular global longitudinal strain, a measure of cardiac function, after 6-months of dapagliflozin compared to placebo. For the cardiac MRI sub-study, the primary endpoint is the difference of indexed left ventricular mass after 12 months of dapagliflozin compared to placebo.</p><p><strong>Conclusions: </strong>The Renal Lifecycle Trial cardiac imaging sub-studies will generate novel data on the effects of SGLT2-inhibition on cardiac structure and function in a population with advanced CKD, in whom SGLT2-inhibitor induced cardiovascular protection remains to be established.</p><p><strong>Clinical trial registration: </strong>The Renal Lifecycle Trial and its sub-studies are registered at ClinicalTrials.gov under registration number NCT05374291.</p>","PeriodicalId":10435,"journal":{"name":"Clinical Kidney Journal","volume":"19 1","pages":"sfaf376"},"PeriodicalIF":4.6,"publicationDate":"2025-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12805250/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145997651","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Mechanism of reduced intestinal phosphate absorption by tenapanor: a hypothesis. tenapanor减少肠道磷酸盐吸收的机制:一个假说。
IF 4.6 2区 医学 Q1 UROLOGY & NEPHROLOGY Pub Date : 2025-12-01 eCollection Date: 2026-01-01 DOI: 10.1093/ckj/sfaf375
Takeshi Nakanishi, Tilman B Drueke, Takahiro Kuragano

Tenapanor, a selective inhibitor of the sodium/hydrogen exchanger isoform 3 (NHE3), was initially developed for the treatment of irritable bowel syndrome with constipation. Subsequent preclinical and clinical studies revealed its ability to reduce gastrointestinal phosphate absorption, leading to effective serum phosphate control with minimal pill burden in patients with kidney failure undergoing dialysis therapy. However, the precise mechanisms underlying NHE3 inhibition, its impact on phosphate handling and the primary site of action within the gastrointestinal tract remain incompletely understood. This review explores the hypothesis that tenapanor-induced NHE3 inhibition elevates the luminal pH via enhanced bicarbonate secretion in the colon, thereby altering phosphate speciation. Phosphate exists in the body as monovalent (H₂PO₄⁻) and divalent (HPO₄²⁻) anions, with the latter predominating under alkaline conditions. Although divalent anions are theoretically more prone to be absorbed from the gut lumen via the paracellular transport route because of the lumen-negative transepithelial potential, on the contrary recent studies have provided evidence that monovalent species are transported more efficiently and that paracellular phosphate permeability is suppressed at high luminal pH. We now propose that the net negative electrostatic environment within the paracellular pore pathway of tight junctions may selectively hinder divalent phosphate transport. This hypothesis aligns with prior findings that tenapanor does not alter the expression of tight junction proteins, suggesting a physicochemical rather than a structural basis for reduced permeability. Further investigations are warranted to determine whether the electrostatic properties of the paracellular pathway contribute to the phosphate-lowering effect of tenapanor.

Tenapanor是一种钠/氢交换物异构体3 (NHE3)的选择性抑制剂,最初用于治疗肠易激综合征伴便秘。随后的临床前和临床研究表明,它能够减少胃肠道磷酸盐吸收,从而在接受透析治疗的肾衰竭患者中以最小的药丸负担有效地控制血清磷酸盐。然而,NHE3抑制的确切机制、其对磷酸盐处理的影响以及胃肠道内的主要作用部位仍不完全清楚。这篇综述探讨了tenapanor诱导的NHE3抑制通过增强结肠中碳酸氢盐的分泌来提高腔内pH值,从而改变磷酸盐形态的假设。磷酸盐在体内以一价(H₂PO₄⁻)和二价(HPO₄²⁻)阴离子的形式存在,后者在碱性条件下占优势。虽然二价阴离子理论上更容易通过细胞旁运输途径从肠腔吸收,因为管腔阴性的经上皮电位,相反,最近的研究提供的证据表明,在高光腔ph下,单价物质的运输效率更高,细胞旁磷酸盐的渗透性受到抑制。我们现在提出,紧密连接的细胞旁孔途径内的净负静电环境可能选择性地阻碍二价磷酸盐的运输。这一假设与先前的发现一致,即tenapanor不会改变紧密连接蛋白的表达,这表明渗透性降低的物理化学基础而不是结构基础。需要进一步的研究来确定细胞旁通路的静电特性是否有助于tenapanor降低磷酸盐的作用。
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引用次数: 0
Prediction of hospital mortality in sepsis-associated acute kidney injury using a machine-learning approach: a multicenter study using SHAP interpretability analysis. 使用机器学习方法预测败血症相关急性肾损伤的住院死亡率:一项使用SHAP可解释性分析的多中心研究
IF 4.6 2区 医学 Q1 UROLOGY & NEPHROLOGY Pub Date : 2025-11-29 eCollection Date: 2026-01-01 DOI: 10.1093/ckj/sfaf372
Songsong Luo, Jiawei Lai, Lujiao Mo, Xiaoyuan Shen, Riliang Fang

Background: Sepsis-associated acute kidney injury (S-AKI) represents a critical complication with high mortality rates in intensive care units. Current risk stratification tools lack precision and interpretability for clinical decision-making. This study aimed to develop and validate interpretable machine learning models for predicting hospital mortality in S-AKI patients.

Methods: This retrospective cohort study utilized five international critical care databases: Medical Information Mart for Intensive Care (MIMIC)-IV (n = 12 966), MIMIC-III-CareVue (n = 2209), eICU (n = 8210), Northwestern University Intensive Care Unit (NWICU) (n = 2207) and Salzburg Intensive Care database (SICdb) (n = 1893). Adult patients with S-AKI meeting sepsis-3.0 and acute kidney injury criteria were included. Feature selection used the Boruta algorithm on MIMIC-IV, MIMIC-III and eICU databases. Eleven machine learning algorithms were trained using MIMIC-IV data with external validation on all other datasets. Performance was evaluated using receiver operating characteristic (ROC) curve analysis, calibration plots and decision curve analysis. SHapley Additive exPlanations (SHAP) analysis provided model interpretability.

Results: Among 27 485 S-AKI patients, hospital mortality was 27.5%. Boruta identified 21 consensus features including severity scores [Simplified Acute Physiology Score II (SAPS II), Sequential Organ Failure Assessment (SOFA), OASIS], vital signs and laboratory parameters. Gradient Boosting Machine emerged as optimal with area under the curve (AUC) values of 0.770 (training), 0.731 (internal validation) and 0.732-0.778 across four external validation cohorts. The model demonstrated excellent calibration and minimal overfitting (3.9% AUC difference). Decision curve analysis revealed superior clinical utility across probability thresholds of 4%-82%. SHAP analysis identified SAPS II as the most important predictor, with scores >60 and SOFA >15 associated with substantially increased mortality risk. Complete case analysis confirmed model robustness (AUC 0.766-0.847).

Conclusions: The interpretable machine learning model demonstrated excellent performance and robust generalizability for S-AKI mortality prediction across five international databases. SHAP analysis provided clinically meaningful insights supporting personalized risk stratification and evidence-based clinical decision-making.

背景:脓毒症相关急性肾损伤(S-AKI)是重症监护病房中一种死亡率很高的严重并发症。目前的风险分层工具对临床决策缺乏精确性和可解释性。本研究旨在开发和验证可解释的机器学习模型,以预测S-AKI患者的住院死亡率。方法:本回顾性队列研究采用5个国际重症监护数据库:重症监护医学信息市场(MIMIC)-IV (n = 12966)、MIMIC- iii - carevue (n = 2209)、eICU (n = 8210)、西北大学重症监护病房(NWICU) (n = 2207)和萨尔茨堡重症监护数据库(SICdb) (n = 1893)。纳入符合脓毒症-3.0和急性肾损伤标准的S-AKI成人患者。在MIMIC-IV、MIMIC-III和eICU数据库上采用Boruta算法进行特征选择。使用MIMIC-IV数据对11种机器学习算法进行了训练,并在所有其他数据集上进行了外部验证。采用受试者工作特征(ROC)曲线分析、校正图和决策曲线分析对疗效进行评价。SHapley加性解释(SHAP)分析提供了模型的可解释性。结果:27485例S-AKI患者住院死亡率为27.5%。Boruta确定了21个共识特征,包括严重程度评分[简化急性生理评分II (SAPS II),顺序器官衰竭评估(SOFA), OASIS],生命体征和实验室参数。在四个外部验证队列中,Gradient Boosting Machine的曲线下面积(AUC)值分别为0.770(训练)、0.731(内部验证)和0.732-0.778,是最优的。该模型具有良好的校准和最小的过拟合(3.9% AUC差异)。决策曲线分析显示,在概率阈值为4%-82%的情况下,临床效用优越。SHAP分析发现SAPS II是最重要的预测因子,评分bbb60分和SOFA >5分与死亡风险显著增加相关。完整的案例分析证实了模型的稳健性(AUC 0.766-0.847)。结论:可解释的机器学习模型在5个国际数据库中对S-AKI死亡率预测表现出优异的性能和强大的通用性。SHAP分析提供了有临床意义的见解,支持个性化风险分层和循证临床决策。
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引用次数: 0
Uremic frost: a historical note. 尿毒症霜:一个历史笔记。
IF 4.6 2区 医学 Q1 UROLOGY & NEPHROLOGY Pub Date : 2025-11-28 eCollection Date: 2025-12-01 DOI: 10.1093/ckj/sfaf368
Søren H Elsborg, Rikke Nørregaard, Henricus A M Mutsaers
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引用次数: 0
Renal thrombotic microangiopathy impairs renal function recovery in lupus nephritis. 肾血栓性微血管病变损害狼疮性肾炎患者的肾功能恢复。
IF 4.6 2区 医学 Q1 UROLOGY & NEPHROLOGY Pub Date : 2025-11-28 eCollection Date: 2025-12-01 DOI: 10.1093/ckj/sfaf326
Manhuai Zhang, Xinxin Zhang, Wang Xiang, Jianwen Yu, Xin Wang, Hongjian Ye, Zhong Zhong, Ruihan Tang, Xi Xia, Wei Chen

Background: Renal thrombotic microangiopathy (TMA) remains a challenge for lupus nephritis (LN) patients. The purpose of this study was to determine the prognostic significance of renal TMA in patients with LN.

Methods: Patients were recruited from the LN database (http://ln.medidata.cn) of the First Affiliated Hospital of Sun Yat-Sen University between 2001 and 2023. To assess the association between renal TMA and kidney recovery outcomes, propensity score matching (PSM), and Cox proportional hazards regression analysis were used.

Results: 5.17% LN patients had kidney biopsies showing TMA. After PSM, patients with renal TMA exhibited lower scores on the Systemic Lupus Erythematosus Disease Activity Index (SLEDAI) and the Activity Index (AI) scores in renal biopsies. Renal TMA was independently associated with deteriorated renal function recovery compared with non-renal TMA [hazard ratio (HR) 0.62; 95% confidence interval (CI) 0.42-0.94, P = .022). This association remained significant after PSM (HR: 0.50; 95% CI: 0.31-0.82, P = .004). Additionally, renal TMA was independently associated with higher risk of renal replacement therapy (RRT) (HR: 6.90; 95% CI: 3.57-13.30, P < .001) in LN patients. The proportion of glomerulosclerosis is a predictive factor for renal function recovery in LN patients with renal TMA (HR: 0.62; 95% CI: 0.40-0.95, P = .027).

Conclusions: Renal TMA is strongly associated with poorer renal function recovery in LN patients. Furthermore, a higher degree of glomerulosclerosis is a significant risk factor for impaired recovery in these patients.

背景:对于狼疮性肾炎(LN)患者来说,肾血栓性微血管病变(TMA)仍然是一个挑战。本研究的目的是确定肾TMA在LN患者中的预后意义。方法:从2001 - 2023年中山大学第一附属医院LN数据库(http://ln.medidata.cn)中招募患者。为了评估肾脏TMA与肾脏恢复结果之间的关系,使用倾向评分匹配(PSM)和Cox比例风险回归分析。结果:5.17% LN患者肾活检显示TMA。PSM后,肾TMA患者在系统性红斑狼疮疾病活动指数(SLEDAI)和肾活检活动指数(AI)得分较低。与非肾TMA相比,肾TMA与肾功能恢复恶化独立相关[危险比(HR) 0.62;95%置信区间(CI) 0.42 ~ 0.94, P = 0.022)。这种关联在PSM后仍然显著(HR: 0.50; 95% CI: 0.31-0.82, P = 0.004)。此外,肾TMA与肾替代治疗(RRT)的高风险独立相关(HR: 6.90; 95% CI: 3.57-13.30, P = 0.027)。结论:肾TMA与LN患者较差的肾功能恢复密切相关。此外,较高程度的肾小球硬化是这些患者恢复受损的重要危险因素。
{"title":"Renal thrombotic microangiopathy impairs renal function recovery in lupus nephritis.","authors":"Manhuai Zhang, Xinxin Zhang, Wang Xiang, Jianwen Yu, Xin Wang, Hongjian Ye, Zhong Zhong, Ruihan Tang, Xi Xia, Wei Chen","doi":"10.1093/ckj/sfaf326","DOIUrl":"10.1093/ckj/sfaf326","url":null,"abstract":"<p><strong>Background: </strong>Renal thrombotic microangiopathy (TMA) remains a challenge for lupus nephritis (LN) patients. The purpose of this study was to determine the prognostic significance of renal TMA in patients with LN.</p><p><strong>Methods: </strong>Patients were recruited from the LN database (http://ln.medidata.cn) of the First Affiliated Hospital of Sun Yat-Sen University between 2001 and 2023. To assess the association between renal TMA and kidney recovery outcomes, propensity score matching (PSM), and Cox proportional hazards regression analysis were used.</p><p><strong>Results: </strong>5.17% LN patients had kidney biopsies showing TMA. After PSM, patients with renal TMA exhibited lower scores on the Systemic Lupus Erythematosus Disease Activity Index (SLEDAI) and the Activity Index (AI) scores in renal biopsies. Renal TMA was independently associated with deteriorated renal function recovery compared with non-renal TMA [hazard ratio (HR) 0.62; 95% confidence interval (CI) 0.42-0.94, <i>P</i> = .022). This association remained significant after PSM (HR: 0.50; 95% CI: 0.31-0.82, <i>P</i> = .004). Additionally, renal TMA was independently associated with higher risk of renal replacement therapy (RRT) (HR: 6.90; 95% CI: 3.57-13.30, <i>P</i> < .001) in LN patients. The proportion of glomerulosclerosis is a predictive factor for renal function recovery in LN patients with renal TMA (HR: 0.62; 95% CI: 0.40-0.95, <i>P =</i> .027).</p><p><strong>Conclusions: </strong>Renal TMA is strongly associated with poorer renal function recovery in LN patients. Furthermore, a higher degree of glomerulosclerosis is a significant risk factor for impaired recovery in these patients.</p>","PeriodicalId":10435,"journal":{"name":"Clinical Kidney Journal","volume":"18 12","pages":"sfaf326"},"PeriodicalIF":4.6,"publicationDate":"2025-11-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12676121/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145699806","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Reframing incremental peritoneal dialysis: prioritizing minimum glucose exposure to preserve residual kidney function. 重构渐进式腹膜透析:优先考虑最低葡萄糖暴露以保留剩余肾功能。
IF 4.6 2区 医学 Q1 UROLOGY & NEPHROLOGY Pub Date : 2025-11-28 eCollection Date: 2026-01-01 DOI: 10.1093/ckj/sfaf365
Hacı Hasan Yeter
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引用次数: 0
期刊
Clinical Kidney Journal
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