Pub Date : 2026-12-01Epub Date: 2026-01-27DOI: 10.1080/0886022X.2026.2620162
Pablo Maggiani-Aguilera, Guillermo Navarro-Blackaller, Pedro A Rodriguez-Peña, Yohevana García-Barrón, Edgar Saldaña-Rocha, Jose A Gómez, Jonathan S Chávez-Iñiguez
Acute kidney injury (AKI) is a heterogeneous syndrome in which conventional stratification based on serum creatinine and urine output may fail to capture the full spectrum of underlying metabolic disturbances. In a retrospective cohort study of hospitalized adults with AKI admitted to Hospital General de Mazatlán between January 2022 and July 2025, we sought to identify biochemical phenotypes associated with major adverse kidney events (MAKE). Demographic, clinical, and biochemical variables, including urea, creatinine, calcium, phosphorus, potassium, hemoglobin, albumin, and pH, were standardized using z-scores and clustered using k-means analysis. The primary outcome was MAKE, defined as in-hospital mortality or new requirement for kidney replacement therapy (KRT). Among 797 patients, three distinct biochemical phenotypes were identified: Phenotype 1, characterized by relatively preserved biochemical parameters; Phenotype 2, defined by anemia and hypocalcemia; and Phenotype 3, marked by severe metabolic derangements. Phenotype 3 exhibited the most severe kidney dysfunction and metabolic instability, including anemia, hyperkalemia, hyperphosphatemia, hypocalcemia, and acidosis, and was strongly associated with MAKE (odds ratio [OR] 3.39, 95% confidence interval [CI] 2.12-5.40; p < 0.001), in-hospital mortality (OR 2.47, 95% CI 1.48-4.12; p < 0.001), and initiation of KRT (OR 5.80, 95% CI 1.60-21.12; p = 0.007). Phenotype 2 was more frequently observed in women and was associated with AKI stage 3, gastrointestinal bleeding, and malignancy, but was not independently associated with MAKE. Biochemical phenotyping identified clinically meaningful AKI subgroups and highlighted a high-risk phenotype characterized by profound metabolic instability and adverse kidney outcomes.
急性肾损伤(AKI)是一种异质性综合征,基于血清肌酐和尿量的传统分层可能无法捕获潜在代谢紊乱的全部频谱。在一项回顾性队列研究中,研究人员对2022年1月至2025年7月期间在Mazatlán总医院(Hospital General de Mazatlán)住院的AKI成人患者进行了研究,旨在确定与主要肾脏不良事件(MAKE)相关的生化表型。人口统计学、临床和生化变量,包括尿素、肌酐、钙、磷、钾、血红蛋白、白蛋白和pH值,使用z-score进行标准化,并使用k-means分析进行聚类。主要终点为MAKE,定义为住院死亡率或肾脏替代治疗(KRT)的新要求。在797例患者中,鉴定出三种不同的生化表型:表型1,其特征是生化参数相对保存;表型2,由贫血和低钙血症定义;表型3,表现为严重的代谢紊乱。表型3表现出最严重的肾功能障碍和代谢不稳定,包括贫血、高钾血症、高磷血症、低钙血症和酸中毒,并与MAKE密切相关(优势比[OR] 3.39, 95%可信区间[CI] 2.12-5.40; p p p = 0.007)。表型2在女性中更常见,与AKI 3期、胃肠道出血和恶性肿瘤相关,但与MAKE无关。生化表型确定了具有临床意义的AKI亚组,并强调了以严重代谢不稳定和不良肾脏结局为特征的高风险表型。
{"title":"Biochemical phenotypes of acute kidney injury and their association with major adverse kidney events.","authors":"Pablo Maggiani-Aguilera, Guillermo Navarro-Blackaller, Pedro A Rodriguez-Peña, Yohevana García-Barrón, Edgar Saldaña-Rocha, Jose A Gómez, Jonathan S Chávez-Iñiguez","doi":"10.1080/0886022X.2026.2620162","DOIUrl":"10.1080/0886022X.2026.2620162","url":null,"abstract":"<p><p>Acute kidney injury (AKI) is a heterogeneous syndrome in which conventional stratification based on serum creatinine and urine output may fail to capture the full spectrum of underlying metabolic disturbances. In a retrospective cohort study of hospitalized adults with AKI admitted to Hospital General de Mazatlán between January 2022 and July 2025, we sought to identify biochemical phenotypes associated with major adverse kidney events (MAKE). Demographic, clinical, and biochemical variables, including urea, creatinine, calcium, phosphorus, potassium, hemoglobin, albumin, and pH, were standardized using z-scores and clustered using k-means analysis. The primary outcome was MAKE, defined as in-hospital mortality or new requirement for kidney replacement therapy (KRT). Among 797 patients, three distinct biochemical phenotypes were identified: Phenotype 1, characterized by relatively preserved biochemical parameters; Phenotype 2, defined by anemia and hypocalcemia; and Phenotype 3, marked by severe metabolic derangements. Phenotype 3 exhibited the most severe kidney dysfunction and metabolic instability, including anemia, hyperkalemia, hyperphosphatemia, hypocalcemia, and acidosis, and was strongly associated with MAKE (odds ratio [OR] 3.39, 95% confidence interval [CI] 2.12-5.40; <i>p</i> < 0.001), in-hospital mortality (OR 2.47, 95% CI 1.48-4.12; <i>p</i> < 0.001), and initiation of KRT (OR 5.80, 95% CI 1.60-21.12; <i>p</i> = 0.007). Phenotype 2 was more frequently observed in women and was associated with AKI stage 3, gastrointestinal bleeding, and malignancy, but was not independently associated with MAKE. Biochemical phenotyping identified clinically meaningful AKI subgroups and highlighted a high-risk phenotype characterized by profound metabolic instability and adverse kidney outcomes.</p>","PeriodicalId":20839,"journal":{"name":"Renal Failure","volume":"48 1","pages":"2620162"},"PeriodicalIF":3.0,"publicationDate":"2026-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12854221/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146066467","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-12-01Epub Date: 2026-02-03DOI: 10.1080/0886022X.2026.2616572
Yuanchen Niu, Tenghua Wang, Yaoxuan Zhan, Haimei Xu, Chen Li, Zhiqin Hu, Jin He, Yongmei Li, Yi Fang
This Bayesian network meta-analysis evaluated the efficacy and safety of six prolyl hydroxylase inhibitors (PHIs) versus erythropoiesis-stimulating agents (ESAs) or placebo for chronic kidney disease (CKD) anemia. Electronic databases were searched through 1 May 2025. The prespecified primary outcome was change in hemoglobin, while secondary outcomes included iron metabolism indices (serum iron, transferrin saturation [TSAT], ferritin, hepcidin) and overall composite adverse events (AEs). Surface under the cumulative ranking curve (SUCRA) was used for ranking. Forty-six randomized controlled trials with 32,305 patients were included. In non-dialysis CKD (ND-CKD), roxadustat yielded the greatest hemoglobin rise (MD = 1.21 g/dL, 95% CI: 0.72-1.71; SUCRA = 88.6%) versus placebo and ESA. In dialysis CKD (D-CKD), roxadustat again ranked the highest (MD = 1.78 g/dL, 95% CI: 1.32-2.24; SUCRA = 86.2%) versus ESA and other PHIs. For TSAT, ESA ranked best in ND-CKD (MD = 5.24%, 95% CI: 1.16-9.32), while daprodustat led in D-CKD (MD = 3.07%, 95% CI: 0.22-5.91). Roxadustat improved serum iron in D-CKD (MD = 6.19 μg/dL, 95% CI: 2.81-9.58), and vadadustat and roxadustat reduced hepcidin in ND-CKD. Consistency assessment revealed no statistically significant heterogeneity/inconsistency between direct/indirect comparisons, supporting the robustness of the results. Regarding safety, ESA had the lowest AE risk in ND-CKD (OR = 0.85, 95% CI: 0.74-0.98), while roxadustat ranked lowest (SUCRA = 18.4%). Roxadustat demonstrated the strongest efficacy in hemoglobin improvement but higher AE incidence in ND-CKD, whereas ESA and daprodustat showed safety and iron metabolism benefits, supporting individualized therapy for renal anemia.Registration number: PROSPERO (CRD420251066181).
{"title":"Efficacy and safety of prolyl hydroxylase inhibitors for anemia in chronic kidney disease: a network meta-analysis.","authors":"Yuanchen Niu, Tenghua Wang, Yaoxuan Zhan, Haimei Xu, Chen Li, Zhiqin Hu, Jin He, Yongmei Li, Yi Fang","doi":"10.1080/0886022X.2026.2616572","DOIUrl":"10.1080/0886022X.2026.2616572","url":null,"abstract":"<p><p>This Bayesian network meta-analysis evaluated the efficacy and safety of six prolyl hydroxylase inhibitors (PHIs) versus erythropoiesis-stimulating agents (ESAs) or placebo for chronic kidney disease (CKD) anemia. Electronic databases were searched through 1 May 2025. The prespecified primary outcome was change in hemoglobin, while secondary outcomes included iron metabolism indices (serum iron, transferrin saturation [TSAT], ferritin, hepcidin) and overall composite adverse events (AEs). Surface under the cumulative ranking curve (SUCRA) was used for ranking. Forty-six randomized controlled trials with 32,305 patients were included. In non-dialysis CKD (ND-CKD), roxadustat yielded the greatest hemoglobin rise (MD = 1.21 g/dL, 95% CI: 0.72-1.71; SUCRA = 88.6%) versus placebo and ESA. In dialysis CKD (D-CKD), roxadustat again ranked the highest (MD = 1.78 g/dL, 95% CI: 1.32-2.24; SUCRA = 86.2%) versus ESA and other PHIs. For TSAT, ESA ranked best in ND-CKD (MD = 5.24%, 95% CI: 1.16-9.32), while daprodustat led in D-CKD (MD = 3.07%, 95% CI: 0.22-5.91). Roxadustat improved serum iron in D-CKD (MD = 6.19 μg/dL, 95% CI: 2.81-9.58), and vadadustat and roxadustat reduced hepcidin in ND-CKD. Consistency assessment revealed no statistically significant heterogeneity/inconsistency between direct/indirect comparisons, supporting the robustness of the results. Regarding safety, ESA had the lowest AE risk in ND-CKD (OR = 0.85, 95% CI: 0.74-0.98), while roxadustat ranked lowest (SUCRA = 18.4%). Roxadustat demonstrated the strongest efficacy in hemoglobin improvement but higher AE incidence in ND-CKD, whereas ESA and daprodustat showed safety and iron metabolism benefits, supporting individualized therapy for renal anemia.<b>Registration number:</b> PROSPERO (CRD420251066181).</p>","PeriodicalId":20839,"journal":{"name":"Renal Failure","volume":"48 1","pages":"2616572"},"PeriodicalIF":3.0,"publicationDate":"2026-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12872084/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146114145","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
The interplay between macro-microcirculatory dysfunction and sepsis associated acute kidney injury (SA-AKI) remains elusive. This study aimed to explore the association between hemodynamics and endothelial damage in SA-AKI by evaluating the combined predictive value of renal resistive index (RRI) and plasma syndecan-1. This prospective observational study enrolled 80 septic patients admitted to the general intensive care unit (ICU) of a tertiary hospital from May to December 2024. Plasma syndecan-1 levels were measured at admission, and RRI was assessed within 24 h of ICU admission. Univariate and multivariate logistic regression models were applied to identify independent risk factors of SA-AKI. Diagnostic performance was evaluated using receiver operating characteristic (ROC) curve analysis by calculating the area under the curve (AUC). Among 80 septic patients, 41(51.25%) developed AKI. Syndecan-1 levels were significantly higher in the AKI group [109.95 (73.67-221.40) vs.73.67 (54.59-109.95) ng/mL, p = 0.007], and RRI values were markedly elevated (0.69 ± 0.08 vs. 0.60 ± 0.06, p < 0.001) compared to non-AKI patients. Univariate analysis revealed syndecan-1 (OR = 2.68, 95%CI 1.29-5.59) and RRI (OR = 1.18, 95%CI 1.09-1.28) as predictors of AKI. In multivariate models adjusted for confounders, both plasma syndecan-1 (OR = 3.57, 95%CI 1.01-12.64, p = 0.048) and RRI (OR = 1.19, 95% CI 1.07-1.33, p = 0.002) retained significance. A predictive model using a combination of plasma syndecan-1 and RRI achieved superior diagnostic performance (AUC 0.859, sensitivity 87.8%, specificity 92.3%). In patients with SA-AKI, elevated plasma syndecan-1 and RRI were identified as independent risk factors. The combination of syndecan-1 and RRI can serve as synergistic biomarkers for the prediction of SA-AKI.
大微循环功能障碍与脓毒症相关的急性肾损伤(SA-AKI)之间的相互作用仍然难以捉摸。本研究旨在通过评估肾抵抗指数(RRI)和血浆syndecan-1的联合预测价值,探讨血流动力学与SA-AKI内皮损伤的关系。本前瞻性观察研究纳入了2024年5月至12月在某三级医院普通重症监护病房(ICU)住院的80例脓毒症患者。入院时测定血浆syndecan-1水平,入院后24 h内评估RRI。采用单因素和多因素logistic回归模型确定SA-AKI的独立危险因素。通过计算曲线下面积(AUC),采用受试者工作特征(ROC)曲线分析评估诊断效果。80例脓毒症患者中41例(51.25%)发生AKI。AKI组Syndecan-1水平明显升高[109.95(73.67-221.40)比73.67 (54.59-109.95)ng/mL, p = 0.007], RRI值明显升高(0.69±0.08比0.60±0.06,p = 0.048), RRI (OR = 1.19, 95% CI 1.07-1.33, p = 0.002)保持显著性。结合血浆syndecan-1和RRI的预测模型获得了更好的诊断效果(AUC 0.859,敏感性87.8%,特异性92.3%)。在SA-AKI患者中,血浆syndecan-1和RRI升高被认为是独立的危险因素。syndecan-1与RRI联合可作为预测SA-AKI的协同生物标志物。
{"title":"Combined plasma syndecan-1 and renal resistive index as early predictors of sepsis-associated Acute kidney injury: a prospective observational study.","authors":"Rouxin Zhang, Danqing Zhang, Linxi Huang, Xiaohua Huang","doi":"10.1080/0886022X.2026.2628387","DOIUrl":"10.1080/0886022X.2026.2628387","url":null,"abstract":"<p><p>The interplay between macro-microcirculatory dysfunction and sepsis associated acute kidney injury (SA-AKI) remains elusive. This study aimed to explore the association between hemodynamics and endothelial damage in SA-AKI by evaluating the combined predictive value of renal resistive index (RRI) and plasma syndecan-1. This prospective observational study enrolled 80 septic patients admitted to the general intensive care unit (ICU) of a tertiary hospital from May to December 2024. Plasma syndecan-1 levels were measured at admission, and RRI was assessed within 24 h of ICU admission. Univariate and multivariate logistic regression models were applied to identify independent risk factors of SA-AKI. Diagnostic performance was evaluated using receiver operating characteristic (ROC) curve analysis by calculating the area under the curve (AUC). Among 80 septic patients, 41(51.25%) developed AKI. Syndecan-1 levels were significantly higher in the AKI group [109.95 (73.67-221.40) vs.73.67 (54.59-109.95) ng/mL, <i>p</i> = 0.007], and RRI values were markedly elevated (0.69 ± 0.08 vs. 0.60 ± 0.06, <i>p</i> < 0.001) compared to non-AKI patients. Univariate analysis revealed syndecan-1 (OR = 2.68, 95%CI 1.29-5.59) and RRI (OR = 1.18, 95%CI 1.09-1.28) as predictors of AKI. In multivariate models adjusted for confounders, both plasma syndecan-1 (OR = 3.57, 95%CI 1.01-12.64, <i>p</i> = 0.048) and RRI (OR = 1.19, 95% CI 1.07-1.33, <i>p</i> = 0.002) retained significance. A predictive model using a combination of plasma syndecan-1 and RRI achieved superior diagnostic performance (AUC 0.859, sensitivity 87.8%, specificity 92.3%). In patients with SA-AKI, elevated plasma syndecan-1 and RRI were identified as independent risk factors. The combination of syndecan-1 and RRI can serve as synergistic biomarkers for the prediction of SA-AKI.</p>","PeriodicalId":20839,"journal":{"name":"Renal Failure","volume":"48 1","pages":"2628387"},"PeriodicalIF":3.0,"publicationDate":"2026-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12918287/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146220892","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-12-01Epub Date: 2026-02-01DOI: 10.1080/0886022X.2026.2620204
Ting-Ting Wang, Hong Lu, Tong Shen, Shi-Liang Chen, Yi-Bo He, Ding-Ming Song, Xiang-Fei Cui, Ming Tong
Minimal change disease (MCD) and focal segmental glomerulosclerosis (FSGS) are two key nephrotic syndrome types with significant clinical implications. MCD predominantly affects children, while FSGS is more common in adults, often leading to irreversible kidney dysfunction. Despite shared features like podocyte injury and immune dysregulation, their pathological and clinical presentations differ. Understanding gene expression changes in these diseases could reveal new therapeutic targets. Single-cell transcriptomic datasets (GSE213030 and GSE176465) were analyzed to investigate cellular interactions in MCD and FSGS. Machine learning algorithms developed diagnostic models, and immune subtypes were identified for detailed subtype analysis. Key genes were validated using qRT-PCR and immunohistochemical staining in a mouse model, focusing on their association with M1 macrophage activation. Integrated single-cell analysis identified six key genes (PTPRC, ACTR2, MYO1F, UBB, CSF1R, and LYN) central to macrophage activation. These genes were closely linked to M1 macrophage activation, as confirmed through transcriptomic profiling and spatial co-expression patterns in Sprague-Dawley (SD) rat models. Machine learning models validated their predictive value in disease progression from MCD to FSGS. This study highlights six hub genes as potential biomarkers for predicting MCD-to-FSGS progression. Their roles in macrophage activation suggest these genes may serve as novel therapeutic targets for personalized treatment strategies, particularly for patients at high risk of disease transition.
{"title":"Single-cell transcriptomics and machine-learning reveal M1 macrophage-driven progression from minimal change disease to focal segmental glomerulosclerosis.","authors":"Ting-Ting Wang, Hong Lu, Tong Shen, Shi-Liang Chen, Yi-Bo He, Ding-Ming Song, Xiang-Fei Cui, Ming Tong","doi":"10.1080/0886022X.2026.2620204","DOIUrl":"10.1080/0886022X.2026.2620204","url":null,"abstract":"<p><p>Minimal change disease (MCD) and focal segmental glomerulosclerosis (FSGS) are two key nephrotic syndrome types with significant clinical implications. MCD predominantly affects children, while FSGS is more common in adults, often leading to irreversible kidney dysfunction. Despite shared features like podocyte injury and immune dysregulation, their pathological and clinical presentations differ. Understanding gene expression changes in these diseases could reveal new therapeutic targets. Single-cell transcriptomic datasets (GSE213030 and GSE176465) were analyzed to investigate cellular interactions in MCD and FSGS. Machine learning algorithms developed diagnostic models, and immune subtypes were identified for detailed subtype analysis. Key genes were validated using qRT-PCR and immunohistochemical staining in a mouse model, focusing on their association with M1 macrophage activation. Integrated single-cell analysis identified six key genes (<i>PTPRC</i>, <i>ACTR2</i>, <i>MYO1F</i>, <i>UBB</i>, <i>CSF1R</i>, and <i>LYN</i>) central to macrophage activation. These genes were closely linked to M1 macrophage activation, as confirmed through transcriptomic profiling and spatial co-expression patterns in Sprague-Dawley (SD) rat models. Machine learning models validated their predictive value in disease progression from MCD to FSGS. This study highlights six hub genes as potential biomarkers for predicting MCD-to-FSGS progression. Their roles in macrophage activation suggest these genes may serve as novel therapeutic targets for personalized treatment strategies, particularly for patients at high risk of disease transition.</p>","PeriodicalId":20839,"journal":{"name":"Renal Failure","volume":"48 1","pages":"2620204"},"PeriodicalIF":3.0,"publicationDate":"2026-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12865855/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146100695","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Background: Arteriovenous (AV) access, an essential component of dialysis treatment, has been implicated in the development of cardiovascular abnormalities. However, whether AV access blood flow and the duration of exposure to this flow, as represented by the dialysis vintage, have independent or interactive effects on cardiac outcomes remains unclear.
Methods: In this multicenter cross-sectional study, we enrolled hemodialysis patients who had undergone both transthoracic echocardiography and measurement of AV access flow, between April 2014 and January 2024. Left ventricular mass index (LVMI) was used as a surrogate marker of cardiovascular morbidity. AV access flow was quantified as brachial artery flow volume (FV) using pulsed Doppler ultrasonography. Multivariate regression models were applied to investigate the associations of FV and dialysis vintage with LVMI, and to assess potential interactions between these variables.
Results: A total of 241 patients were included. The mean FV was 0.71 ± 0.29 L/min, and the median dialysis vintage was 5.0 years (interquartile range, 3.0-11.0 years). Higher FV was significantly associated with increased LVMI (mean difference = 22.83; 95% confidence interval [CI]: 0.37 to 45.29; p = 0.046), whereas dialysis vintage was not (mean difference = 0.51; 95% CI: -0.41 to 1.45; p = 0.27). Moreover, no statistically significant interaction was observed (mean difference = 0.13; 95% CI: -3.14 to 3.40; p = 0.94).
Conclusion: AV access flow may serve as a candidate variable in future left ventricular hypertrophy prediction algorithms and cardio-renal machine learning models because of its linear and independently significant association with LVMI.
{"title":"Flow-driven left ventricular remodelling in long-term haemodialysis: a multicenter model of arteriovenous access-induced cardiac load.","authors":"Naoko Kyoda, Rika Ago, Shingo Fukuma, Takao Masaki","doi":"10.1080/0886022X.2026.2622136","DOIUrl":"10.1080/0886022X.2026.2622136","url":null,"abstract":"<p><strong>Background: </strong>Arteriovenous (AV) access, an essential component of dialysis treatment, has been implicated in the development of cardiovascular abnormalities. However, whether AV access blood flow and the duration of exposure to this flow, as represented by the dialysis vintage, have independent or interactive effects on cardiac outcomes remains unclear.</p><p><strong>Methods: </strong>In this multicenter cross-sectional study, we enrolled hemodialysis patients who had undergone both transthoracic echocardiography and measurement of AV access flow, between April 2014 and January 2024. Left ventricular mass index (LVMI) was used as a surrogate marker of cardiovascular morbidity. AV access flow was quantified as brachial artery flow volume (FV) using pulsed Doppler ultrasonography. Multivariate regression models were applied to investigate the associations of FV and dialysis vintage with LVMI, and to assess potential interactions between these variables.</p><p><strong>Results: </strong>A total of 241 patients were included. The mean FV was 0.71 ± 0.29 L/min, and the median dialysis vintage was 5.0 years (interquartile range, 3.0-11.0 years). Higher FV was significantly associated with increased LVMI (mean difference = 22.83; 95% confidence interval [CI]: 0.37 to 45.29; <i>p</i> = 0.046), whereas dialysis vintage was not (mean difference = 0.51; 95% CI: -0.41 to 1.45; <i>p</i> = 0.27). Moreover, no statistically significant interaction was observed (mean difference = 0.13; 95% CI: -3.14 to 3.40; <i>p</i> = 0.94).</p><p><strong>Conclusion: </strong>AV access flow may serve as a candidate variable in future left ventricular hypertrophy prediction algorithms and cardio-renal machine learning models because of its linear and independently significant association with LVMI.</p>","PeriodicalId":20839,"journal":{"name":"Renal Failure","volume":"48 1","pages":"2622136"},"PeriodicalIF":3.0,"publicationDate":"2026-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12884986/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146126244","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-12-01Epub Date: 2026-02-05DOI: 10.1080/0886022X.2026.2620155
Yuqi Wang, Luda Feng, Yajing Wang, Boyang Li, Ning Liang, Xuan Song, Jianguo Qin, Mianzhi Zhang, Yu Li
Glucagon-like peptide-1 receptor agonists (GLP-1 RAs) are widely used in patients with chronic kidney disease (CKD), but existing evidence regarding their efficacy and safety remains inconsistent. To evaluate the cardiorenal outcomes and adverse effects of GLP-1 RAs in this population, we conducted a systematic review and meta-analysis of randomized controlled trials from PubMed, Embase, Cochrane Central Register of Controlled Trials, and Web of Science up to December 2024. Nine trials involving 21,717 patients, the vast majority of whom had T2DM, were included. GLP-1RAs treatment for CKD was associated with decreasing the incidence of major adverse kidney events (MAKE; RR, 0.84; 95% CI, 0.76-0.94) and major adverse cardiac and cerebrovascular events (MACE; RR, 0.84; 95% CI, 0.72-0.97), reducing all-cause mortality (RR, 0.83; 95% CI, 0.76-0.90) and albuminuria level (SMD, -1.22; 95% CI, -1.53 - 0.90). Gastrointestinal events associated with GLP-1 RA treatments including nausea (RR, 4.14; 95% CI, 2.70-6.33), vomiting (RR, 3.05; 95% CI, 1.88-4.97), diarrhea (RR, 2.65; 95% CI, 1.76-3.98), and dyspepsia (RR, 3.79; 95% CI, 1.02-14.12) have garnered significant attention. In conclusion, administration of GLP-1RAs treatment demonstrates excellent cardiorenal protective effects in CKD, primarily in patients with co-existing T2DM, though with notable gastrointestinal concerns.
{"title":"Cardiorenal protective effects of glucagon-like peptide-1 receptor agonists in chronic kidney disease: a systematic review and meta-analysis.","authors":"Yuqi Wang, Luda Feng, Yajing Wang, Boyang Li, Ning Liang, Xuan Song, Jianguo Qin, Mianzhi Zhang, Yu Li","doi":"10.1080/0886022X.2026.2620155","DOIUrl":"10.1080/0886022X.2026.2620155","url":null,"abstract":"<p><p>Glucagon-like peptide-1 receptor agonists (GLP-1 RAs) are widely used in patients with chronic kidney disease (CKD), but existing evidence regarding their efficacy and safety remains inconsistent. To evaluate the cardiorenal outcomes and adverse effects of GLP-1 RAs in this population, we conducted a systematic review and meta-analysis of randomized controlled trials from PubMed, Embase, Cochrane Central Register of Controlled Trials, and Web of Science up to December 2024. Nine trials involving 21,717 patients, the vast majority of whom had T2DM, were included. GLP-1RAs treatment for CKD was associated with decreasing the incidence of major adverse kidney events (MAKE; RR, 0.84; 95% CI, 0.76-0.94) and major adverse cardiac and cerebrovascular events (MACE; RR, 0.84; 95% CI, 0.72-0.97), reducing all-cause mortality (RR, 0.83; 95% CI, 0.76-0.90) and albuminuria level (SMD, -1.22; 95% CI, -1.53 - 0.90). Gastrointestinal events associated with GLP-1 RA treatments including nausea (RR, 4.14; 95% CI, 2.70-6.33), vomiting (RR, 3.05; 95% CI, 1.88-4.97), diarrhea (RR, 2.65; 95% CI, 1.76-3.98), and dyspepsia (RR, 3.79; 95% CI, 1.02-14.12) have garnered significant attention. In conclusion, administration of GLP-1RAs treatment demonstrates excellent cardiorenal protective effects in CKD, primarily in patients with co-existing T2DM, though with notable gastrointestinal concerns.</p>","PeriodicalId":20839,"journal":{"name":"Renal Failure","volume":"48 1","pages":"2620155"},"PeriodicalIF":3.0,"publicationDate":"2026-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12879500/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146126198","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-12-01Epub Date: 2026-03-03DOI: 10.1080/0886022X.2026.2631316
Wenlong Wan, Dongfeng Yuan, Yang Xun, Xiao Yu
Kidney stone disease is a major global health burden with high recurrence, closely linked to oxidative stress. While iron, a redox-active metal, can exacerbate oxidative stress via the Fenton reaction, population evidence on its association with kidney stone risk is scarce. Based on data from 4,370 adults in the National Health and Nutrition Examination Survey (NHANES 2017-2018), we conducted survey-weighted multivariable logistic regression to assess the associations between iron status indicators and kidney stone risk, and used restricted cubic splines to examine potential dose-response relationships. Animal tissues were analyzed via IHC, Western blot, and biochemical assays. After adjustment, each 10% increase in transferrin saturation correlated with a 26% lower likelihood of kidney stones (odds ratio [OR] 0.74, 95% confidence interval [CI] 0.56-0.97, p = .04), while each 10 mg/day increase in dietary iron intake correlated with a 12% higher risk (OR 1.12, 95% CI 1.01-1.24, p = .036). Dose-response analysis revealed a U-shaped relationship for iron intake (inflection point: 11.7 mg/day). Animal experiments confirmed renal iron accumulation, elevated sTfR, and activated ferroptosis. This study first demonstrates a significant association between dysregulated iron metabolism and kidney stone risk, suggesting that systemic iron dysregulation and local renal ferroptosis may contribute to stone pathogenesis, offering new preventive insights.
肾结石疾病是全球主要的健康负担,具有高复发率,与氧化应激密切相关。虽然铁是一种氧化活性金属,可通过芬顿反应加剧氧化应激,但其与肾结石风险相关的人口证据很少。基于国家健康与营养检查调查(NHANES 2017-2018)中4370名成年人的数据,我们进行了调查加权的多变量logistic回归来评估铁状态指标与肾结石风险之间的关联,并使用限制性三次样条来检查潜在的剂量-反应关系。通过免疫组化、免疫印迹和生化分析动物组织。调整后,转铁蛋白饱和度每增加10%,肾结石的可能性降低26%(优势比[OR] 0.74, 95%可信区间[CI] 0.56-0.97, p =)。2004),而饮食铁摄入量每增加10毫克/天,风险增加12% (OR 1.12, 95% CI 1.01-1.24, p = 0.036)。剂量-反应分析显示铁摄入量呈u型关系(拐点:11.7 mg/天)。动物实验证实肾铁积聚、sTfR升高和铁下垂活化。本研究首次证明了铁代谢失调与肾结石风险之间的显著关联,提示全身性铁代谢失调和局部肾铁上沉可能参与了肾结石的发病机制,为预防肾结石提供了新的见解。
{"title":"Dysregulated iron metabolism and kidney stone risk: an epidemiological and experimental study.","authors":"Wenlong Wan, Dongfeng Yuan, Yang Xun, Xiao Yu","doi":"10.1080/0886022X.2026.2631316","DOIUrl":"10.1080/0886022X.2026.2631316","url":null,"abstract":"<p><p>Kidney stone disease is a major global health burden with high recurrence, closely linked to oxidative stress. While iron, a redox-active metal, can exacerbate oxidative stress <i>via</i> the Fenton reaction, population evidence on its association with kidney stone risk is scarce. Based on data from 4,370 adults in the National Health and Nutrition Examination Survey (NHANES 2017-2018), we conducted survey-weighted multivariable logistic regression to assess the associations between iron status indicators and kidney stone risk, and used restricted cubic splines to examine potential dose-response relationships. Animal tissues were analyzed <i>via</i> IHC, Western blot, and biochemical assays. After adjustment, each 10% increase in transferrin saturation correlated with a 26% lower likelihood of kidney stones (odds ratio [OR] 0.74, 95% confidence interval [CI] 0.56-0.97, <i>p</i> = .04), while each 10 mg/day increase in dietary iron intake correlated with a 12% higher risk (OR 1.12, 95% CI 1.01-1.24, <i>p</i> = .036). Dose-response analysis revealed a U-shaped relationship for iron intake (inflection point: 11.7 mg/day). Animal experiments confirmed renal iron accumulation, elevated sTfR, and activated ferroptosis. This study first demonstrates a significant association between dysregulated iron metabolism and kidney stone risk, suggesting that systemic iron dysregulation and local renal ferroptosis may contribute to stone pathogenesis, offering new preventive insights.</p>","PeriodicalId":20839,"journal":{"name":"Renal Failure","volume":"48 1","pages":"2631316"},"PeriodicalIF":3.0,"publicationDate":"2026-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12958378/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147348932","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-12-01Epub Date: 2026-02-09DOI: 10.1080/0886022X.2026.2626857
Roberto Casale, Andrea Dello Strologo, Carlo Alfieri, Giuseppe Grandaliano, Francesco Pesce
Objectives: Kidney transplantation remains the gold standard for end-stage renal disease, yet long-term graft survival is limited by acute and chronic rejection. Emerging evidence highlights the critical role of immunometabolism, the bidirectional relationship between alloimmunity and metabolic dysregulation, specifically in the context of post-transplant diabetes mellitus (PTDM). This study investigates whether the expression of genes traditionally associated with diabetes susceptibility can predict kidney transplant rejection.
Methods: We performed a transcriptomic reanalysis of a publicly available dataset (GSE49198) comprising 596 peripheral blood samples from kidney transplant recipients. A panel of 13 candidate genes (INSR, CAT, TNF, MMP2, TGFB1, VEGFA, IGF1, PPARG, PPARGC1A, HLA-DQB1, CTLA4, ABCA1, DPP4) was selected based on prior domain knowledge. Patients were stratified into a High-Risk group (Acute and Chronic Rejection, n = 95) and a Low-Risk group (Stable, Tolerant, Minimal Immunosuppression, n = 439). Statistical analysis included Mann-Whitney U tests with Bonferroni correction, Spearman's rank correlation, hierarchical clustering, and 3D Principal Component Analysis (PCA).
Results: Three genes (PPARG, INSR, and DPP4) showed statistically significant differential expression between High-Risk and Low-Risk cohorts (p < 0.05, corrected). PPARG and INSR were upregulated in rejection, while DPP4 was downregulated. Inter-gene correlation analysis revealed low redundancy. 3D PCA revealed a topological distinction: Low-Risk patients formed a dense homeostatic cluster, whereas High-Risk patients exhibited vector space dispersion ('metabolic scattering').
Conclusions: We identified a distinct metabolic gene signature capable of predicting kidney transplant rejection. The downregulation of DPP4 with the upregulation of PPARG and INSR suggests that metabolic reprogramming and loss of homeostasis are hallmarks of immune-mediated graft failure.
{"title":"Immunometabolic transcriptomic signatures of diabetes-related genes predict kidney transplant rejection.","authors":"Roberto Casale, Andrea Dello Strologo, Carlo Alfieri, Giuseppe Grandaliano, Francesco Pesce","doi":"10.1080/0886022X.2026.2626857","DOIUrl":"10.1080/0886022X.2026.2626857","url":null,"abstract":"<p><strong>Objectives: </strong>Kidney transplantation remains the gold standard for end-stage renal disease, yet long-term graft survival is limited by acute and chronic rejection. Emerging evidence highlights the critical role of immunometabolism, the bidirectional relationship between alloimmunity and metabolic dysregulation, specifically in the context of post-transplant diabetes mellitus (PTDM). This study investigates whether the expression of genes traditionally associated with diabetes susceptibility can predict kidney transplant rejection.</p><p><strong>Methods: </strong>We performed a transcriptomic reanalysis of a publicly available dataset (GSE49198) comprising 596 peripheral blood samples from kidney transplant recipients. A panel of 13 candidate genes (<i>INSR, CAT, TNF, MMP2, TGFB1, VEGFA, IGF1, PPARG, PPARGC1A, HLA-DQB1, CTLA4, ABCA1, DPP4</i>) was selected based on prior domain knowledge. Patients were stratified into a High-Risk group (Acute and Chronic Rejection, <i>n</i> = 95) and a Low-Risk group (Stable, Tolerant, Minimal Immunosuppression, <i>n</i> = 439). Statistical analysis included Mann-Whitney U tests with Bonferroni correction, Spearman's rank correlation, hierarchical clustering, and 3D Principal Component Analysis (PCA).</p><p><strong>Results: </strong>Three genes (<i>PPARG</i>, <i>INSR</i>, and <i>DPP4</i>) showed statistically significant differential expression between High-Risk and Low-Risk cohorts (<i>p</i> < 0.05, corrected). <i>PPARG</i> and <i>INSR</i> were upregulated in rejection, while <i>DPP4</i> was downregulated. Inter-gene correlation analysis revealed low redundancy. 3D PCA revealed a topological distinction: Low-Risk patients formed a dense homeostatic cluster, whereas High-Risk patients exhibited vector space dispersion ('metabolic scattering').</p><p><strong>Conclusions: </strong>We identified a distinct metabolic gene signature capable of predicting kidney transplant rejection. The downregulation of <i>DPP4</i> with the upregulation of <i>PPARG</i> and <i>INSR</i> suggests that metabolic reprogramming and loss of homeostasis are hallmarks of immune-mediated graft failure.</p>","PeriodicalId":20839,"journal":{"name":"Renal Failure","volume":"48 1","pages":"2626857"},"PeriodicalIF":3.0,"publicationDate":"2026-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12893154/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146150577","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Proactive safety evaluation of molecularly targeted therapies requires generalizable frameworks that integrate real-world evidence with mechanistic insights. As a case in point, tepotinib, a mesenchymal-epithelial transition (MET) inhibitor for non-small cell lung cancer, has a known pulmonary toxicity profile, but its link to acute kidney injury (AKI) and underlying mechanism remain unclear. We devised a tri-scale in silico strategy encompassing population-scale pharmacovigilance signal extraction from the FDA Adverse Event Reporting System (FAERS) (2020-2025) via disproportionality analysis (Reporting Odds Ratio, ROR, and Proportional Reporting Ratio, PRR), network toxicology-based multi-target exploration for shared target and hub gene identification, and mechanistic docking-based molecular plausibility assessment using the Cavity-detection guided Blind Docking (CB-Dock2) platform. Pharmacovigilance analysis identified a significant renal impairment signal (ROR = 20.60). Network toxicology suggested potential nephrotoxicity and revealed 173 shared targets and prioritizing six hub genes (HSP90AA1, AKT1, EGFR, CASP3, TNF, SRC). These genes were shown to be critically involved in PI3K-Akt and MAPK pathways. Molecular docking revealed high-affinity binding between tepotiniband all six hub targets (Vina scores: -8.0 to -10.6 kcal/mol), providing a structural basis for the postulated mechanistic link to AKI. These findings not only highlight the necessity for enhanced renal monitoring in tepotinib-treated patients but, more broadly, establish the FAERS-NetDock Pipeline as a reusable, generalizable and hypothesis-generating framework for evaluating tyrosine kinase inhibitors (TKIs)-induced nephrotoxicity; this framework is immediately applicable to profiling the safety of other TKIs (e.g. crizotinib, capmatinib, savolitinib, afatinib and osimertinib) and is readily adaptable for de-risking a wider spectrum of targeted therapies.
{"title":"A tri-scale in silico framework integrating pharmacovigilance and mechanistic modeling suggests tepotinib-associated acute kidney injury risk.","authors":"Rubin Zheng, Jiaxi Chen, Jinfen Han, Jiayi Lyu, Qin Wang, Miao Deng, Jing Lu, Zhixun Bai","doi":"10.1080/0886022X.2025.2610895","DOIUrl":"10.1080/0886022X.2025.2610895","url":null,"abstract":"<p><p>Proactive safety evaluation of molecularly targeted therapies requires generalizable frameworks that integrate real-world evidence with mechanistic insights. As a case in point, tepotinib, a mesenchymal-epithelial transition (MET) inhibitor for non-small cell lung cancer, has a known pulmonary toxicity profile, but its link to acute kidney injury (AKI) and underlying mechanism remain unclear. We devised a tri-scale in silico strategy encompassing population-scale pharmacovigilance signal extraction from the FDA Adverse Event Reporting System (FAERS) (2020-2025) <i>via</i> disproportionality analysis (Reporting Odds Ratio, ROR, and Proportional Reporting Ratio, PRR), network toxicology-based multi-target exploration for shared target and hub gene identification, and mechanistic docking-based molecular plausibility assessment using the Cavity-detection guided Blind Docking (CB-Dock2) platform. Pharmacovigilance analysis identified a significant renal impairment signal (ROR = 20.60). Network toxicology suggested potential nephrotoxicity and revealed 173 shared targets and prioritizing six hub genes (HSP90AA1, AKT1, EGFR, CASP3, TNF, SRC). These genes were shown to be critically involved in PI3K-Akt and MAPK pathways. Molecular docking revealed high-affinity binding between tepotiniband all six hub targets (Vina scores: -8.0 to -10.6 kcal/mol), providing a structural basis for the postulated mechanistic link to AKI. These findings not only highlight the necessity for enhanced renal monitoring in tepotinib-treated patients but, more broadly, establish the FAERS-NetDock Pipeline as a reusable, generalizable and hypothesis-generating framework for evaluating tyrosine kinase inhibitors (TKIs)-induced nephrotoxicity; this framework is immediately applicable to profiling the safety of other TKIs (e.g. crizotinib, capmatinib, savolitinib, afatinib and osimertinib) and is readily adaptable for de-risking a wider spectrum of targeted therapies.</p>","PeriodicalId":20839,"journal":{"name":"Renal Failure","volume":"48 1","pages":"2610895"},"PeriodicalIF":3.0,"publicationDate":"2026-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12833899/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146046982","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-12-01Epub Date: 2026-01-25DOI: 10.1080/0886022X.2025.2611520
Peiwen Wu, Wenjie Long, Xiang Xiao, Li Wang, Ying Xu, Xin Ma
Chronic kidney disease (CKD) constitutes a significant global public health challenge, with emerging evidence suggesting that riboflavin may confer renoprotective effects. However, the association between dietary riboflavin intake and CKD risk remains inadequately elucidated. To investigate this, we analyzed National Health and Nutrition Examination Survey (NHANES) 2005-2018 datasets using weighted multivariate logistic regression, interaction testing, stratified subgroup analyses, and curve fitting. Additionally, network pharmacology and molecular docking simulations were employed to identify and validate potential therapeutic targets. Our results showed that patients with CKD exhibited significantly lower riboflavin intake than their non-CKD counterparts (1.98 vs. 2.21 mg/d, p < 0.001). After full adjustment, each 1 mg/d increment in riboflavin intake was associated with an 18.8% reduced risk of CKD (adjusted OR = 0.812, 95% CI: 0.686-0.962). Individuals in the highest intake quartile had a 42.7% lower risk compared to the lowest quartile (adjusted OR = 0.573, 95% CI: 0.400-0.822). A non-linear dose-response relationship was observed, characterized by an inflection point at 1.66 mg/d, indicating a more pronounced protective effect at lower intake levels. Mechanistic investigations suggested that riboflavin's benefits may be mediated through interactions with key targets like caspase-3 (CASP3), Erb-B2 receptor tyrosine kinase 2 (ERBB2), and matrix metallopeptidase 9 (MMP9), implicating apoptotic and metabolic pathways. In conclusion, dietary riboflavin intake is inversely associated with CKD risk, particularly at lower concentrations, and strategic augmentation of intake represents a promising dietary intervention for CKD prevention and management.
慢性肾脏疾病(CKD)构成了一个重大的全球公共卫生挑战,新出现的证据表明核黄素可能具有肾脏保护作用。然而,饮食核黄素摄入量与CKD风险之间的关系仍未充分阐明。为了研究这一点,我们使用加权多元逻辑回归、相互作用检验、分层亚组分析和曲线拟合分析了2005-2018年国家健康与营养检查调查(NHANES)数据集。此外,网络药理学和分子对接模拟用于识别和验证潜在的治疗靶点。我们的研究结果显示,CKD患者的核黄素摄入量明显低于非CKD患者(1.98 vs. 2.21 mg/d, p
{"title":"Riboflavin intake and kidney health: population evidence and mechanistic insights from NHANES and molecular docking analyses.","authors":"Peiwen Wu, Wenjie Long, Xiang Xiao, Li Wang, Ying Xu, Xin Ma","doi":"10.1080/0886022X.2025.2611520","DOIUrl":"https://doi.org/10.1080/0886022X.2025.2611520","url":null,"abstract":"<p><p>Chronic kidney disease (CKD) constitutes a significant global public health challenge, with emerging evidence suggesting that riboflavin may confer renoprotective effects. However, the association between dietary riboflavin intake and CKD risk remains inadequately elucidated. To investigate this, we analyzed National Health and Nutrition Examination Survey (NHANES) 2005-2018 datasets using weighted multivariate logistic regression, interaction testing, stratified subgroup analyses, and curve fitting. Additionally, network pharmacology and molecular docking simulations were employed to identify and validate potential therapeutic targets. Our results showed that patients with CKD exhibited significantly lower riboflavin intake than their non-CKD counterparts (1.98 vs. 2.21 mg/d, <i>p</i> < 0.001). After full adjustment, each 1 mg/d increment in riboflavin intake was associated with an 18.8% reduced risk of CKD (adjusted OR = 0.812, 95% CI: 0.686-0.962). Individuals in the highest intake quartile had a 42.7% lower risk compared to the lowest quartile (adjusted OR = 0.573, 95% CI: 0.400-0.822). A non-linear dose-response relationship was observed, characterized by an inflection point at 1.66 mg/d, indicating a more pronounced protective effect at lower intake levels. Mechanistic investigations suggested that riboflavin's benefits may be mediated through interactions with key targets like caspase-3 (CASP3), Erb-B2 receptor tyrosine kinase 2 (ERBB2), and matrix metallopeptidase 9 (MMP9), implicating apoptotic and metabolic pathways. In conclusion, dietary riboflavin intake is inversely associated with CKD risk, particularly at lower concentrations, and strategic augmentation of intake represents a promising dietary intervention for CKD prevention and management.</p>","PeriodicalId":20839,"journal":{"name":"Renal Failure","volume":"48 1","pages":"2611520"},"PeriodicalIF":3.0,"publicationDate":"2026-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146047071","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}