首页 > 最新文献

Clinical Kidney Journal最新文献

英文 中文
Antidepressant prescriptions by provider in patients with kidney failure and depression. 提供者在肾衰竭和抑郁症患者中的抗抑郁处方。
IF 4.6 2区 医学 Q1 UROLOGY & NEPHROLOGY Pub Date : 2025-12-05 eCollection Date: 2026-01-01 DOI: 10.1093/ckj/sfaf374
Dong Hui Shin, Deok Gie Kim, Sung Hwa Kim, Tae Sic Lee, Sang Won Hwang, Jun Young Lee, Jinhee Lee

Background: The prevalence of depression is high among patients with end-stage kidney disease (ESKD). Recent studies have indicated under-recognition and -treatment of depression in this population, and little is known about how the specialty of the prescribing clinician may influence clinical outcomes. This study aimed to evaluate whether the prescribing clinician's specialty (psychiatrist vs. non-psychiatrist) is associated with clinical outcomes in patients with ESKD and comorbid depression who receive antidepressant treatment.

Methods: We extracted data from the Korean National Health Institute Database System from January 2004 to December 2022. Patients with ESKD and depression who underwent antidepressant therapy after their ESKD diagnosis were included. Patients were followed up for 4.7 ± 3.5 years.

Results: Among 16 756 patients with ESKD and depression [mean age, 67.3 years; 8614 (51.4%) men], 7841 (46.8%) patients were prescribed antidepressants by psychiatrists. After propensity score matching, the 5-year mortality was significantly lower in the psychiatrist (25.8%) than in the non-psychiatrist group (38.2%). After multivariable adjustment, prescription by a psychiatrist remained significantly associated with lower mortality (adjusted hazard ratio, 0.66; 95% confidence interval, 0.62-0.70; P < .001). All-cause mortality was consistent across various subgroups, such as age (above or below 75 years), sex, time from dialysis initiation to depression diagnosis, income level, region of residence, and comorbidity status. This trend remained in 6-month, 1-year, 2-year, and 3-year landmark analyses.

Conclusions: Our findings suggest a potential benefit of specialty psychiatric care for improving clinical outcomes in patients with ESKD and depression.

背景:抑郁症在终末期肾病(ESKD)患者中的患病率很高。最近的研究表明,在这一人群中,对抑郁症的认识和治疗不足,而且很少有人知道开处方的临床医生的专业如何影响临床结果。本研究旨在评估临床医生的专业(精神科医生与非精神科医生)是否与接受抗抑郁治疗的ESKD合并抑郁症患者的临床结果相关。方法:我们从韩国国立卫生研究院数据库系统中提取2004年1月至2022年12月的数据。在ESKD诊断后接受抗抑郁治疗的ESKD和抑郁症患者被纳入研究。随访时间为4.7±3.5年。结果:16756例ESKD合并抑郁症患者[平均年龄67.3岁;8614例(51.4%)男性,7841例(46.8%)患者由精神科医生开具抗抑郁药。倾向评分匹配后,精神科医生组的5年死亡率(25.8%)显著低于非精神科医生组(38.2%)。多变量调整后,精神科医生的处方仍然与较低的死亡率显著相关(调整后的风险比为0.66;95%可信区间为0.62-0.70;P)结论:我们的研究结果表明,专业精神科护理对改善ESKD合并抑郁症患者的临床结局有潜在的益处。
{"title":"Antidepressant prescriptions by provider in patients with kidney failure and depression.","authors":"Dong Hui Shin, Deok Gie Kim, Sung Hwa Kim, Tae Sic Lee, Sang Won Hwang, Jun Young Lee, Jinhee Lee","doi":"10.1093/ckj/sfaf374","DOIUrl":"10.1093/ckj/sfaf374","url":null,"abstract":"<p><strong>Background: </strong>The prevalence of depression is high among patients with end-stage kidney disease (ESKD). Recent studies have indicated under-recognition and -treatment of depression in this population, and little is known about how the specialty of the prescribing clinician may influence clinical outcomes. This study aimed to evaluate whether the prescribing clinician's specialty (psychiatrist vs. non-psychiatrist) is associated with clinical outcomes in patients with ESKD and comorbid depression who receive antidepressant treatment.</p><p><strong>Methods: </strong>We extracted data from the Korean National Health Institute Database System from January 2004 to December 2022. Patients with ESKD and depression who underwent antidepressant therapy after their ESKD diagnosis were included. Patients were followed up for 4.7 ± 3.5 years.</p><p><strong>Results: </strong>Among 16 756 patients with ESKD and depression [mean age, 67.3 years; 8614 (51.4%) men], 7841 (46.8%) patients were prescribed antidepressants by psychiatrists. After propensity score matching, the 5-year mortality was significantly lower in the psychiatrist (25.8%) than in the non-psychiatrist group (38.2%). After multivariable adjustment, prescription by a psychiatrist remained significantly associated with lower mortality (adjusted hazard ratio, 0.66; 95% confidence interval, 0.62-0.70; <i>P</i> < .001). All-cause mortality was consistent across various subgroups, such as age (above or below 75 years), sex, time from dialysis initiation to depression diagnosis, income level, region of residence, and comorbidity status. This trend remained in 6-month, 1-year, 2-year, and 3-year landmark analyses.</p><p><strong>Conclusions: </strong>Our findings suggest a potential benefit of specialty psychiatric care for improving clinical outcomes in patients with ESKD and depression.</p>","PeriodicalId":10435,"journal":{"name":"Clinical Kidney Journal","volume":"19 1","pages":"sfaf374"},"PeriodicalIF":4.6,"publicationDate":"2025-12-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12813503/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146009154","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
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。
{"title":"The 2025 KDIGO guideline on the management of nephrotic syndrome in children: a comment of the European Renal Association Immunonephrology Working Group.","authors":"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","doi":"10.1093/ckj/sfaf381","DOIUrl":"10.1093/ckj/sfaf381","url":null,"abstract":"<p><p>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.</p>","PeriodicalId":10435,"journal":{"name":"Clinical Kidney Journal","volume":"19 1","pages":"sfaf381"},"PeriodicalIF":4.6,"publicationDate":"2025-12-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12789865/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145951641","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
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。
{"title":"Personalized virtual reality in hemodialysis patients: a multicenter pilot study.","authors":"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","doi":"10.1093/ckj/sfaf367","DOIUrl":"10.1093/ckj/sfaf367","url":null,"abstract":"<p><strong>Background: </strong>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.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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 (<i>P</i> < .0001 for all); values returned toward baseline afterwards. No serious adverse events were reported.</p><p><strong>Conclusion: </strong>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.</p>","PeriodicalId":10435,"journal":{"name":"Clinical Kidney Journal","volume":"19 1","pages":"sfaf367"},"PeriodicalIF":4.6,"publicationDate":"2025-12-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12757744/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145899468","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
Untangling amino acid metabolism in renal diseases: mechanisms, dysregulation, and critical gaps. 解开肾脏疾病中的氨基酸代谢:机制、失调和关键空白。
IF 4.6 2区 医学 Q1 UROLOGY & NEPHROLOGY Pub Date : 2025-12-04 eCollection Date: 2026-02-01 DOI: 10.1093/ckj/sfaf380
Petr Heneberg, Daniela Heneberg Šimčíková

Amino acid metabolism is closely linked with kidney physiology and pathology. In acute kidney injury, chronic kidney disease, diabetic kidney disease, and autosomal dominant polycystic kidney disease, disturbances in the branched-chain amino acids, tryptophan, glutamine, taurine, and sulfur amino acids pathways are consistently observed. Specific metabolites such as D-serine, kynurenine intermediates, and branched-chain keto acids are associated with disease progression. Taurine and indoxyl sulfate have also been proposed as therapeutic targets. At the nephron level, transporters and enzymes controlling amino acid flux influence nitrogen balance, oxidative stress, fibrosis, inflammation, and tubular injury. In chronic kidney disease, impaired amino acid handling contributes to protein-energy wasting, altered muscle metabolism, and systemic complications. In autosomal dominant polycystic kidney disease, cyst fluid metabolomics has revealed alterations in tryptophan and polyamine metabolism. The use of nutritional interventions, microbiome modulation, and selective supplementation as therapeutic strategies is being explored, although clinical trial evidence remains limited. Several key issues remain unresolved, including the need for isotope tracer studies to define renal amino acid kinetics in humans, the rigorous validation of metabolite biomarkers across diverse populations, the integration of diet and microbiome-derived metabolites into mechanistic frameworks, and the systematic evaluation of sex-specific differences. Longitudinal studies are scarce, thus restricting predictive power and therapeutic translation. Further mechanistic clarification may support the development of biomarkers and targeted therapies.

氨基酸代谢与肾脏的生理病理密切相关。在急性肾损伤、慢性肾病、糖尿病肾病和常染色体显性多囊肾病中,支链氨基酸、色氨酸、谷氨酰胺、牛磺酸和硫氨基酸通路的紊乱一直被观察到。特定代谢物如d-丝氨酸、犬尿氨酸中间体和支链酮酸与疾病进展有关。牛磺酸和硫酸吲哚酚也被认为是治疗靶点。在肾元水平,转运体和控制氨基酸通量的酶影响氮平衡、氧化应激、纤维化、炎症和肾小管损伤。在慢性肾脏疾病中,氨基酸处理受损会导致蛋白质能量浪费、肌肉代谢改变和全身并发症。在常染色体显性多囊肾病中,囊肿液代谢组学揭示了色氨酸和多胺代谢的改变。尽管临床试验证据仍然有限,但正在探索营养干预、微生物组调节和选择性补充作为治疗策略的使用。几个关键问题仍未解决,包括需要同位素示踪剂研究来定义人类肾脏氨基酸动力学,在不同人群中严格验证代谢物生物标志物,将饮食和微生物衍生代谢物整合到机制框架中,以及对性别特异性差异的系统评估。由于缺乏纵向研究,因此限制了预测能力和治疗转译。进一步的机制阐明可能支持生物标志物和靶向治疗的发展。
{"title":"Untangling amino acid metabolism in renal diseases: mechanisms, dysregulation, and critical gaps.","authors":"Petr Heneberg, Daniela Heneberg Šimčíková","doi":"10.1093/ckj/sfaf380","DOIUrl":"10.1093/ckj/sfaf380","url":null,"abstract":"<p><p>Amino acid metabolism is closely linked with kidney physiology and pathology. In acute kidney injury, chronic kidney disease, diabetic kidney disease, and autosomal dominant polycystic kidney disease, disturbances in the branched-chain amino acids, tryptophan, glutamine, taurine, and sulfur amino acids pathways are consistently observed. Specific metabolites such as D-serine, kynurenine intermediates, and branched-chain keto acids are associated with disease progression. Taurine and indoxyl sulfate have also been proposed as therapeutic targets. At the nephron level, transporters and enzymes controlling amino acid flux influence nitrogen balance, oxidative stress, fibrosis, inflammation, and tubular injury. In chronic kidney disease, impaired amino acid handling contributes to protein-energy wasting, altered muscle metabolism, and systemic complications. In autosomal dominant polycystic kidney disease, cyst fluid metabolomics has revealed alterations in tryptophan and polyamine metabolism. The use of nutritional interventions, microbiome modulation, and selective supplementation as therapeutic strategies is being explored, although clinical trial evidence remains limited. Several key issues remain unresolved, including the need for isotope tracer studies to define renal amino acid kinetics in humans, the rigorous validation of metabolite biomarkers across diverse populations, the integration of diet and microbiome-derived metabolites into mechanistic frameworks, and the systematic evaluation of sex-specific differences. Longitudinal studies are scarce, thus restricting predictive power and therapeutic translation. Further mechanistic clarification may support the development of biomarkers and targeted therapies.</p>","PeriodicalId":10435,"journal":{"name":"Clinical Kidney Journal","volume":"19 2","pages":"sfaf380"},"PeriodicalIF":4.6,"publicationDate":"2025-12-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12865306/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146118061","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
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。
{"title":"Individualizing Kt by sex and body surface area: implications for survival in hemodialysis patients.","authors":"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","doi":"10.1093/ckj/sfaf369","DOIUrl":"10.1093/ckj/sfaf369","url":null,"abstract":"<p><strong>Background: </strong>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).</p><p><strong>Methods: </strong>This retrospective study (2022-23) was conducted across 15 HD centers analyzed 1829 prevalent patients and 317 842 HD sessions.</p><p><strong>Results: </strong>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%.</p><p><strong>Conclusions: </strong>These findings highlight the importance of personalizing dialysis considering both sex and BSA, particularly in overweight or obese patients, to improve survival.</p>","PeriodicalId":10435,"journal":{"name":"Clinical Kidney Journal","volume":"19 1","pages":"sfaf369"},"PeriodicalIF":4.6,"publicationDate":"2025-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12766457/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145910760","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
Real-world eligibility for FSGS clinical trials: insights from a US health system. FSGS临床试验的实际资格:来自美国卫生系统的见解。
IF 4.6 2区 医学 Q1 UROLOGY & NEPHROLOGY Pub Date : 2025-12-03 eCollection Date: 2026-02-01 DOI: 10.1093/ckj/sfaf377
Mercedes A Munis, Qiaoling Chen, Alisha Smith, Candelaria L Garcia, David Fuller, John J Sim
{"title":"Real-world eligibility for FSGS clinical trials: insights from a US health system.","authors":"Mercedes A Munis, Qiaoling Chen, Alisha Smith, Candelaria L Garcia, David Fuller, John J Sim","doi":"10.1093/ckj/sfaf377","DOIUrl":"10.1093/ckj/sfaf377","url":null,"abstract":"","PeriodicalId":10435,"journal":{"name":"Clinical Kidney Journal","volume":"19 2","pages":"sfaf377"},"PeriodicalIF":4.6,"publicationDate":"2025-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12877409/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146140609","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
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":"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
Mucosal-associated invariant T cells and the gut-kidney axis: a review. 粘膜相关的不变T细胞和肠肾轴:综述。
IF 4.6 2区 医学 Q1 UROLOGY & NEPHROLOGY Pub Date : 2025-12-01 eCollection Date: 2026-02-01 DOI: 10.1093/ckj/sfaf366
Xu Zhang, Jiaqiang Wang, Yunxuan He, Xiang Xiao, Junming Fan, Xin Ma

Mucosal-associated invariant T (MAIT) cells are a distinct subset of innate-like lymphocytes that bridge microbial homeostasis and tissue immunity. These evolutionarily conserved cells are activated via the recognition of microbial metabolites presented by the MR1 molecule and establish stable residency in the kidney, where they profoundly influence local immune-metabolic processes. There is growing interest in the robust regulatory capacities of MAIT cells in renal physiology and pathology. This review systematically delineates their paradoxical roles in kidney diseases. Under specific conditions, they exert protective functions by suppressing inflammation and maintaining tissue homeostasis. Conversely, in distinct microenvironments, they adopt a pro-inflammatory phenotype, exacerbating pathological progression through the release of inflammatory cytokines and cytotoxic effector functions. The gut-kidney axis serves as a critical regulatory hub, wherein dysbiosis-derived signals can significantly amplify the renal impact of MAIT cells. Focusing on clinical translation, we provide an in-depth exploration of innovative strategies targeting MAIT cells, including adoptive cell therapy, receptor-targeting agents, and microbiome reconstruction. These approaches position MAIT cells as promising therapeutic targets for a new generation of immune-mediated kidney diseases.

粘膜相关不变性T (MAIT)细胞是先天样淋巴细胞的一个独特亚群,它在微生物稳态和组织免疫之间起着桥梁作用。这些进化上保守的细胞通过MR1分子呈现的微生物代谢物的识别被激活,并在肾脏中建立稳定的居住地,在那里它们深刻地影响局部免疫代谢过程。人们对MAIT细胞在肾脏生理和病理中的强大调节能力越来越感兴趣。这篇综述系统地描述了它们在肾脏疾病中的矛盾作用。在特定条件下,它们通过抑制炎症和维持组织稳态发挥保护作用。相反,在不同的微环境中,它们采用促炎表型,通过释放炎症细胞因子和细胞毒性效应功能加剧病理进展。肠肾轴是一个关键的调节枢纽,其中生态失调衍生的信号可以显著放大MAIT细胞对肾脏的影响。以临床翻译为重点,我们深入探索了针对MAIT细胞的创新策略,包括过继细胞治疗、受体靶向药物和微生物组重建。这些方法将MAIT细胞定位为新一代免疫介导肾病的有希望的治疗靶点。
{"title":"Mucosal-associated invariant T cells and the gut-kidney axis: a review.","authors":"Xu Zhang, Jiaqiang Wang, Yunxuan He, Xiang Xiao, Junming Fan, Xin Ma","doi":"10.1093/ckj/sfaf366","DOIUrl":"10.1093/ckj/sfaf366","url":null,"abstract":"<p><p>Mucosal-associated invariant T (MAIT) cells are a distinct subset of innate-like lymphocytes that bridge microbial homeostasis and tissue immunity. These evolutionarily conserved cells are activated via the recognition of microbial metabolites presented by the MR1 molecule and establish stable residency in the kidney, where they profoundly influence local immune-metabolic processes. There is growing interest in the robust regulatory capacities of MAIT cells in renal physiology and pathology. This review systematically delineates their paradoxical roles in kidney diseases. Under specific conditions, they exert protective functions by suppressing inflammation and maintaining tissue homeostasis. Conversely, in distinct microenvironments, they adopt a pro-inflammatory phenotype, exacerbating pathological progression through the release of inflammatory cytokines and cytotoxic effector functions. The gut-kidney axis serves as a critical regulatory hub, wherein dysbiosis-derived signals can significantly amplify the renal impact of MAIT cells. Focusing on clinical translation, we provide an in-depth exploration of innovative strategies targeting MAIT cells, including adoptive cell therapy, receptor-targeting agents, and microbiome reconstruction. These approaches position MAIT cells as promising therapeutic targets for a new generation of immune-mediated kidney diseases.</p>","PeriodicalId":10435,"journal":{"name":"Clinical Kidney Journal","volume":"19 2","pages":"sfaf366"},"PeriodicalIF":4.6,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12865311/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146118087","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。
{"title":"Mechanism of reduced intestinal phosphate absorption by tenapanor: a hypothesis.","authors":"Takeshi Nakanishi, Tilman B Drueke, Takahiro Kuragano","doi":"10.1093/ckj/sfaf375","DOIUrl":"10.1093/ckj/sfaf375","url":null,"abstract":"<p><p>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.</p>","PeriodicalId":10435,"journal":{"name":"Clinical Kidney Journal","volume":"19 1","pages":"sfaf375"},"PeriodicalIF":4.6,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12766451/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145910757","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
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。
{"title":"Prediction of hospital mortality in sepsis-associated acute kidney injury using a machine-learning approach: a multicenter study using SHAP interpretability analysis.","authors":"Songsong Luo, Jiawei Lai, Lujiao Mo, Xiaoyuan Shen, Riliang Fang","doi":"10.1093/ckj/sfaf372","DOIUrl":"10.1093/ckj/sfaf372","url":null,"abstract":"<p><strong>Background: </strong>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.</p><p><strong>Methods: </strong>This retrospective cohort study utilized five international critical care databases: Medical Information Mart for Intensive Care (MIMIC)-IV (<i>n</i> = 12 966), MIMIC-III-CareVue (<i>n</i> = 2209), eICU (<i>n</i> = 8210), Northwestern University Intensive Care Unit (NWICU) (<i>n</i> = 2207) and Salzburg Intensive Care database (SICdb) (<i>n</i> = 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.</p><p><strong>Results: </strong>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).</p><p><strong>Conclusions: </strong>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.</p>","PeriodicalId":10435,"journal":{"name":"Clinical Kidney Journal","volume":"19 1","pages":"sfaf372"},"PeriodicalIF":4.6,"publicationDate":"2025-11-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12805249/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145997659","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
期刊
Clinical Kidney Journal
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1