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Biochemical phenotypes of acute kidney injury and their association with major adverse kidney events. 急性肾损伤的生化表型及其与主要肾脏不良事件的关系。
IF 3 3区 医学 Q1 UROLOGY & NEPHROLOGY Pub Date : 2026-12-01 Epub Date: 2026-01-27 DOI: 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。
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引用次数: 0
Efficacy and safety of prolyl hydroxylase inhibitors for anemia in chronic kidney disease: a network meta-analysis. 脯氨酰羟化酶抑制剂治疗慢性肾病贫血的疗效和安全性:一项网络荟萃分析
IF 3 3区 医学 Q1 UROLOGY & NEPHROLOGY Pub Date : 2026-12-01 Epub Date: 2026-02-03 DOI: 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).

本贝叶斯网络荟萃分析评估了6种脯氨酸羟化酶抑制剂(PHIs)与促红细胞生成剂(esa)或安慰剂治疗慢性肾病(CKD)贫血的疗效和安全性。到2025年5月1日为止检索了电子数据库。预先设定的主要结局是血红蛋白的变化,次要结局包括铁代谢指标(血清铁、转铁蛋白饱和度[TSAT]、铁蛋白、hepcidin)和总体复合不良事件(ae)。采用累积排序曲线下曲面(SUCRA)进行排序。纳入46项随机对照试验,32,305例患者。在非透析性CKD (ND-CKD)中,与安慰剂和ESA相比,洛沙司他产生了最大的血红蛋白升高(MD = 1.21 g/dL, 95% CI: 0.72-1.71; SUCRA = 88.6%)。在透析性CKD (D-CKD)中,罗沙司他再次排名最高(MD = 1.78 g/dL, 95% CI: 1.32-2.24; SUCRA = 86.2%)。对于TSAT, ESA在ND-CKD中排名最佳(MD = 5.24%, 95% CI: 1.16-9.32),而daproducstat在D-CKD中排名第一(MD = 3.07%, 95% CI: 0.22-5.91)。罗沙司他改善D-CKD患者的血清铁(MD = 6.19 μg/dL, 95% CI: 2.81 ~ 9.58), vadustat和Roxadustat降低ND-CKD患者的hepcidin。一致性评估显示直接/间接比较之间没有统计学上显著的异质性/不一致性,支持结果的稳健性。在安全性方面,ESA对ND-CKD的AE风险最低(OR = 0.85, 95% CI: 0.74-0.98),而罗沙司他最低(SUCRA = 18.4%)。罗沙司他在改善血红蛋白方面表现出最强的疗效,但在ND-CKD中AE发生率较高,而ESA和达生产司他显示出安全性和铁代谢益处,支持肾性贫血的个体化治疗。注册号:普洛斯彼罗(CRD420251066181)。
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引用次数: 0
Combined plasma syndecan-1 and renal resistive index as early predictors of sepsis-associated Acute kidney injury: a prospective observational study. 联合血浆syndecan-1和肾抵抗指数作为脓毒症相关急性肾损伤的早期预测因子:一项前瞻性观察研究
IF 3 3区 医学 Q1 UROLOGY & NEPHROLOGY Pub Date : 2026-12-01 Epub Date: 2026-02-18 DOI: 10.1080/0886022X.2026.2628387
Rouxin Zhang, Danqing Zhang, Linxi Huang, Xiaohua Huang

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。
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引用次数: 0
Single-cell transcriptomics and machine-learning reveal M1 macrophage-driven progression from minimal change disease to focal segmental glomerulosclerosis. 单细胞转录组学和机器学习揭示了M1巨噬细胞驱动的从微小变化疾病到局灶节段性肾小球硬化的进展。
IF 3 3区 医学 Q1 UROLOGY & NEPHROLOGY Pub Date : 2026-12-01 Epub Date: 2026-02-01 DOI: 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.

微小改变病(MCD)和局灶节段性肾小球硬化(FSGS)是两种具有重要临床意义的关键肾病综合征类型。MCD主要影响儿童,而FSGS在成人中更常见,通常导致不可逆的肾功能障碍。尽管有足细胞损伤和免疫失调等共同特征,但它们的病理和临床表现不同。了解这些疾病的基因表达变化可以揭示新的治疗靶点。分析单细胞转录组数据集(GSE213030和GSE176465)以研究MCD和FSGS的细胞相互作用。机器学习算法开发诊断模型,并确定免疫亚型进行详细的亚型分析。在小鼠模型中使用qRT-PCR和免疫组织化学染色验证了关键基因,重点研究了它们与M1巨噬细胞活化的关系。综合单细胞分析鉴定出巨噬细胞活化的6个关键基因(PTPRC、ACTR2、MYO1F、UBB、CSF1R和LYN)。通过Sprague-Dawley (SD)大鼠模型的转录组学分析和空间共表达模式证实,这些基因与M1巨噬细胞活化密切相关。机器学习模型验证了它们在从MCD到FSGS的疾病进展中的预测价值。这项研究强调了六个中心基因作为预测mcd到fsgs进展的潜在生物标志物。它们在巨噬细胞活化中的作用表明,这些基因可以作为个性化治疗策略的新治疗靶点,特别是对于疾病转移高风险的患者。
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引用次数: 0
Flow-driven left ventricular remodelling in long-term haemodialysis: a multicenter model of arteriovenous access-induced cardiac load. 长期血液透析中血流驱动的左心室重构:动静脉通路诱导心脏负荷的多中心模型。
IF 3 3区 医学 Q1 UROLOGY & NEPHROLOGY Pub Date : 2026-12-01 Epub Date: 2026-02-05 DOI: 10.1080/0886022X.2026.2622136
Naoko Kyoda, Rika Ago, Shingo Fukuma, Takao Masaki

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.

背景:动静脉(AV)通路是透析治疗的重要组成部分,与心血管异常的发生有关。然而,是否AV进入血流和暴露于血流的持续时间,如透析记录所代表的,对心脏结局有独立或相互作用的影响尚不清楚。方法:在这项多中心横断面研究中,我们招募了2014年4月至2024年1月期间接受经胸超声心动图和房室通路流量测量的血液透析患者。左心室质量指数(LVMI)作为心血管发病率的替代指标。采用脉冲多普勒超声将房室通路流量量化为肱动脉流量(FV)。应用多元回归模型研究FV和透析时间与LVMI的关系,并评估这些变量之间潜在的相互作用。结果:共纳入241例患者。平均FV为0.71±0.29 L/min,中位透析时间为5.0年(四分位数范围为3.0-11.0年)。较高的FV与LVMI增加显著相关(平均差异= 22.83;95%可信区间[CI]: 0.37至45.29;p = 0.046),而透析时间与LVMI增加无关(平均差异= 0.51;95% CI: -0.41至1.45;p = 0.27)。此外,未观察到统计学上显著的相互作用(平均差异= 0.13;95% CI: -3.14 ~ 3.40; p = 0.94)。结论:房室通路流量与左室心肌梗死呈线性且独立显著相关,可作为未来左室肥厚预测算法和心肾机器学习模型的候选变量。
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引用次数: 0
Cardiorenal protective effects of glucagon-like peptide-1 receptor agonists in chronic kidney disease: a systematic review and meta-analysis. 胰高血糖素样肽-1受体激动剂对慢性肾病的心肾保护作用:系统综述和荟萃分析
IF 3 3区 医学 Q1 UROLOGY & NEPHROLOGY Pub Date : 2026-12-01 Epub Date: 2026-02-05 DOI: 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.

胰高血糖素样肽-1受体激动剂(GLP-1 RAs)广泛应用于慢性肾脏疾病(CKD)患者,但关于其疗效和安全性的现有证据仍不一致。为了评估GLP-1 RAs在这一人群中的心肾结局和不良反应,我们对截至2024年12月PubMed、Embase、Cochrane Central Register of controlled trials和Web of Science的随机对照试验进行了系统回顾和荟萃分析。纳入了9项试验,涉及21717名患者,其中绝大多数患有T2DM。GLP-1RAs治疗CKD与降低主要不良肾脏事件(MAKE, RR, 0.84; 95% CI, 0.76-0.94)和主要不良心脑血管事件(MACE, RR, 0.84; 95% CI, 0.72-0.97)的发生率、降低全因死亡率(RR, 0.83; 95% CI, 0.76-0.90)和蛋白尿水平(SMD, -1.22; 95% CI, -1.53 -0.90)相关。与GLP-1类风湿性关节炎治疗相关的胃肠道事件,包括恶心(RR, 4.14, 95% CI, 2.70-6.33)、呕吐(RR, 3.05, 95% CI, 1.88-4.97)、腹泻(RR, 2.65, 95% CI, 1.76-3.98)和消化不良(RR, 3.79, 95% CI, 1.02-14.12)已经引起了极大的关注。总之,GLP-1RAs治疗在CKD中显示出良好的心肾保护作用,主要是在合并T2DM的患者中,尽管有明显的胃肠道问题。
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引用次数: 0
Dysregulated iron metabolism and kidney stone risk: an epidemiological and experimental study. 铁代谢失调与肾结石风险:流行病学和实验研究。
IF 3 3区 医学 Q1 UROLOGY & NEPHROLOGY Pub Date : 2026-12-01 Epub Date: 2026-03-03 DOI: 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。
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引用次数: 0
Immunometabolic transcriptomic signatures of diabetes-related genes predict kidney transplant rejection. 糖尿病相关基因的免疫代谢转录组特征预测肾移植排斥反应。
IF 3 3区 医学 Q1 UROLOGY & NEPHROLOGY Pub Date : 2026-12-01 Epub Date: 2026-02-09 DOI: 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.

目的:肾移植仍然是治疗终末期肾病的金标准,但移植的长期存活受到急性和慢性排斥反应的限制。新出现的证据强调了免疫代谢的关键作用,异体免疫和代谢失调之间的双向关系,特别是在移植后糖尿病(PTDM)的背景下。本研究探讨了传统上与糖尿病易感性相关的基因表达是否可以预测肾移植排斥反应。方法:我们对一个公开可用的数据集(GSE49198)进行转录组学再分析,该数据集包括来自肾移植受者的596份外周血样本。基于先验领域知识选择13个候选基因(INSR、CAT、TNF、MMP2、TGFB1、VEGFA、IGF1、PPARG、PPARGC1A、HLA-DQB1、CTLA4、ABCA1、DPP4)。患者被分为高风险组(急性和慢性排斥反应,n = 95)和低风险组(稳定,耐受,最小免疫抑制,n = 439)。统计分析包括Bonferroni校正的Mann-Whitney U检验、Spearman秩相关检验、层次聚类检验和三维主成分分析(PCA)。结果:三个基因(PPARG、INSR和DPP4)在高风险和低风险队列中表达差异有统计学意义(p PPARG和INSR在排斥反应中上调,而DPP4下调)。基因间相关分析显示冗余度低。三维PCA揭示了拓扑上的区别:低风险患者形成密集的稳态集群,而高风险患者表现出向量空间分散(“代谢散射”)。结论:我们发现了一个独特的代谢基因标记,能够预测肾移植排斥反应。DPP4的下调伴随着PPARG和INSR的上调,表明代谢重编程和体内平衡的丧失是免疫介导的移植物失败的标志。
{"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}
引用次数: 0
A tri-scale in silico framework integrating pharmacovigilance and mechanistic modeling suggests tepotinib-associated acute kidney injury risk. 一个整合药物警戒和机制模型的三尺度计算机框架表明,替波替尼相关的急性肾损伤风险。
IF 3 3区 医学 Q1 UROLOGY & NEPHROLOGY Pub Date : 2026-12-01 Epub Date: 2026-01-25 DOI: 10.1080/0886022X.2025.2610895
Rubin Zheng, Jiaxi Chen, Jinfen Han, Jiayi Lyu, Qin Wang, Miao Deng, Jing Lu, Zhixun Bai

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.

分子靶向治疗的前瞻性安全性评估需要可推广的框架,将现实世界的证据与机制见解相结合。作为一个适当的例子,替波替尼,一种用于非小细胞肺癌的间充质上皮转化(MET)抑制剂,具有已知的肺毒性,但其与急性肾损伤(AKI)的联系及其潜在机制尚不清楚。我们设计了一个三尺度的计算机策略,包括通过不成比例分析(报告优势比,ROR和比例报告比,PRR)从FDA不良事件报告系统(FAERS)(2020-2025)中提取人群尺度的药物警戒信号,基于网络毒理学的多靶点探索共享靶点和中心基因鉴定,以及利用空腔探测引导盲对接(CB-Dock2)平台进行基于机械对接的分子合理性评估。药物警戒分析发现明显的肾损害信号(ROR = 20.60)。网络毒理学提示潜在的肾毒性,并揭示了173个共同靶点和优先考虑的6个中心基因(HSP90AA1, AKT1, EGFR, CASP3, TNF, SRC)。这些基因被证明在PI3K-Akt和MAPK通路中起关键作用。分子对接显示tepotiniband在所有6个hub靶点之间具有高亲和力结合(Vina评分:-8.0至-10.6 kcal/mol),为AKI的假设机制联系提供了结构基础。这些发现不仅强调了在替波替尼治疗的患者中加强肾脏监测的必要性,而且更广泛地说,建立了FAERS-NetDock管道作为评估酪氨酸激酶抑制剂(TKIs)诱导的肾毒性的可重复使用的、可推广的和产生假设的框架;该框架可立即应用于分析其他TKIs(如克唑替尼、卡马替尼、沙伐替尼、阿法替尼和奥西替尼)的安全性,并易于适应于降低更广泛靶向治疗的风险。
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引用次数: 0
Riboflavin intake and kidney health: population evidence and mechanistic insights from NHANES and molecular docking analyses. 核黄素摄入与肾脏健康:来自NHANES和分子对接分析的人口证据和机制见解。
IF 3 3区 医学 Q1 UROLOGY & NEPHROLOGY Pub Date : 2026-12-01 Epub Date: 2026-01-25 DOI: 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
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引用次数: 0
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Renal Failure
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