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Safety of the reduced fixed dose of mycophenolate mofetil confirmed via therapeutic drug monitoring in de novo kidney transplant recipients. 通过治疗药物监测,确认在新肾移植受者中减少固定剂量的霉酚酸酯的安全性。
IF 2.9 3区 医学 Q1 UROLOGY & NEPHROLOGY Pub Date : 2024-10-24 DOI: 10.23876/j.krcp.23.274
Hee-Yeon Jung, Yu Jin Seo, Deokbi Hwang, Woo-Sung Yun, Hyung-Kee Kim, Seung Huh, Eun Sang Yoo, Jeong-Hoon Lim, Ji-Young Choi, Sun-Hee Park, Yong-Lim Kim, Dong Il Won, Jang-Hee Cho, Chan-Duck Kim

Background: Mycophenolate mofetil (MMF) is usually prescribed with a reduced fixed dose in Asian kidney transplant recipients (KTRs). However, the clinical efficacy and safety of the fixed dose have not yet been investigated via therapeutic drug monitoring. We evaluated whether reduced fixed-dose MMF is an optimal dosing strategy to achieve the therapeutic target of mycophenolic acid (MPA) exposure in Korean KTRs.

Methods: This open-label, prospective study enrolled 50 de novo KTRs prescribed with tacrolimus, corticosteroid, and fixed-dose MMF (1.0-1.5 g/day). The trough level (C0) and area under the curve (AUC0-12 hr) of MPA were measured at 1 and 24 weeks after kidney transplantation (KT). The relationship of body weight (BW)-adjusted MMF dose with MPA C0 and MPA AUC0-12 hr was assessed using linear regression analysis.

Results: The initial fixed dose of MMF of 1.44 ± 0.16 g/day was adjusted in 24 patients (48.0%) and then reduced to a mean dose of 1.19 ± 0.31 g/day at 24 weeks after KT. Most patients (≥84.0%) attained the minimum required MPA C0 of 1.0 μg/mL and MPA AUC0-12 hr of 30 μg × hr/mL at 1 and 24 weeks. The BW-adjusted MMF dose demonstrated significant positive correlations with MPA C0 and MPA AUC0-12 hr at 1 and 24 weeks after KT. Moreover, 14 patients (28.0%) reported MPA-related adverse events that were predictable based on MPA AUC0-12 hr (cutoff level, 46.4 μg × hr/mL).

Conclusion: The current reduced fixed-dose MMF strategy can help achieve the therapeutic target of MPA exposure in tacrolimus-treated Korean KTRs during the early posttransplant period.

背景:亚洲肾移植受者(KTR)通常在处方中减少霉酚酸酯(MMF)的固定剂量。然而,尚未通过治疗药物监测对固定剂量的临床疗效和安全性进行研究。我们评估了在韩国肾移植受者中,减少固定剂量的MMF是否是实现霉酚酸(MPA)暴露治疗目标的最佳给药策略:这项开放标签、前瞻性研究共纳入了50名使用他克莫司、皮质类固醇和固定剂量MMF(1.0-1.5克/天)的新KTR。在肾移植(KT)后1周和24周测量了MPA的谷值(C0)和曲线下面积(AUC0-12 hr)。采用线性回归分析评估了体重(BW)调整后的MMF剂量与MPA C0和MPA AUC0-12 hr的关系:24名患者(48.0%)调整了MMF的初始固定剂量(1.44±0.16克/天),然后在KT 24周后将平均剂量降至1.19±0.31克/天。大多数患者(≥84.0%)在 1 周和 24 周达到了最低要求的 MPA C0 1.0 μg/mL 和 MPA AUC0-12 hr 30 μg × hr/mL。体重调整后的 MMF 剂量与 KT 后 1 周和 24 周的 MPA C0 和 MPA AUC0-12 hr 呈显著正相关。此外,14 名患者(28.0%)报告了与 MPA 相关的不良事件,这些不良事件可根据 MPA AUC0-12 hr(临界值,46.4 μg × hr/mL)预测:结论:目前的减量固定剂量 MMF 策略有助于实现他克莫司治疗的韩国 KTR 移植后早期的 MPA 暴露治疗目标。
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引用次数: 0
Baseline characteristics and associated factors for hypertension in children with chronic kidney disease: results from the Korean Cohort Study for Outcome in Patients with Pediatric Chronic Kidney Disease study. 慢性肾病患儿高血压的基线特征和相关因素:韩国小儿慢性肾病患者结局队列研究的结果。
IF 2.9 3区 医学 Q1 UROLOGY & NEPHROLOGY Pub Date : 2024-10-17 DOI: 10.23876/j.krcp.24.006
Ji Yeon Song, Keum Hwa Lee, Jae Il Shin, Hee Gyung Kang, Yo Han Ahn, Hee Sun Baek, Min Hyun Cho, Jiwon Jung, Joo Hoon Lee, Heeyeon Cho, Kyoung Hee Han, Eujin Park, Eun Mi Yang, Seong Heon Kim

Background: Hypertension is one of the most important complications of chronic kidney disease (CKD) as it exacerbates disease progression in children. The aim of this study is to identify characteristics and factors associated with hypertension in children with CKD.

Methods: This is a cross-sectional study using baseline data from the 10-year ongoing cohort study named KNOW-PedCKD (Korean Cohort Study for Outcome in Patients with Pediatric Chronic Kidney Disease). We enrolled finally 378 patients aged <18 years at seven major pediatric nephrology centers in Republic of Korea. Blood pressure was measured and samples and clinical data were collected during the patients' annual hospital visits.

Results: We found that 30.7% of the patients had hypertension (n = 116); specifically, 16.4% (n = 62) had systolic hypertension, and 22.8% (n = 86) had diastolic hypertension. Multiple logistic regression analysis indicated that older age (odds ratio [OR], 1.13; p < 0.001), female sex (OR, 2.32; p = 0.002), a high left ventricular mass index (OR, 1.05; p < 0.001), and a high urine protein/creatinine ratio (OR, 1.12; p = 0.02) were significant associated factors for systolic or diastolic hypertension.

Conclusion: This study analyzed the associated factors for hypertension in children with CKD. Hypertension is associated with various factors, including age, sex, heart status, and proteinuria. Therefore, clinicians should consider these factors during patient evaluations to improve health outcomes.

背景:高血压是慢性肾脏病(CKD)最重要的并发症之一,因为它会加剧儿童的病情发展。本研究旨在确定 CKD 儿童高血压的特征和相关因素:这是一项横断面研究,使用的基线数据来自一项名为 KNOW-PedCKD(韩国小儿慢性肾病患者结局队列研究)的持续 10 年的队列研究。我们最终招募了 378 名患者,他们的年龄均为 5 岁:我们发现,30.7%的患者患有高血压(n = 116);其中,16.4%(n = 62)患有收缩期高血压,22.8%(n = 86)患有舒张期高血压。多元逻辑回归分析表明,年龄较大(比值比 [OR],1.13;p < 0.001)、女性(OR,2.32;p = 0.002)、左心室质量指数高(OR,1.05;p < 0.001)和尿蛋白/肌酐比值高(OR,1.12;p = 0.02)是收缩期或舒张期高血压的重要相关因素:本研究分析了慢性肾脏病儿童高血压的相关因素。高血压与多种因素有关,包括年龄、性别、心脏状况和蛋白尿。因此,临床医生在评估患者时应考虑这些因素,以改善健康状况。
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引用次数: 0
A noninvasive method of diagnosing membranous nephropathy using exosomes derived from urine. 利用从尿液中提取的外泌体诊断膜性肾病的无创方法。
IF 2.9 3区 医学 Q1 UROLOGY & NEPHROLOGY Pub Date : 2024-09-26 DOI: 10.23876/j.krcp.23.208
Giae Yun, Taewoon Kim, Kwang Sik Kim, Kyusoon Shin, Jin-Ho Paik, Jee Yoon Park, Luke P Lee, Jong Wook Hong, Sejoong Kim

Background: Membranous nephropathy (MN) is a specific autoimmune disease affecting kidneys. It is characterized by the accumulation of immune complexes in the glomerular basement membrane. Renal biopsy is currently the standard procedure to confirm the diagnosis, although the presence of autoantibodies against the phospholipase A2 receptor (PLA2R) can also help diagnose. In this study, we aimed to investigate the potential of urinary exosomes as noninvasive markers for diagnosing MN.

Methods: Exosomes were extracted from urine samples of five patients with MN and four healthy controls. The concentration of PLA2R was measured in both urine and isolated exosomes using enzyme-linked immunosorbent assay techniques. The measurements were adjusted based on the urine creatinine (UCr) level of each participant.

Results: The levels of PLA2R/UCr were investigated in urine and urine-derived exosomes from patients and controls. Results of the analysis revealed significantly higher expression of PLA2R/UCr in patients compared to the control group (p < 0.05). Furthermore, the expression level of PLA2R/UCr was higher in urine-derived exosomes than in urine samples. Additionally, a positive correlation was observed between the expression levels of PLA2R/UCr and the urine protein-to-creatinine ratio, with urine-derived exosomes exhibiting a stronger correlation than urine samples.

Conclusion: Studies have indicated that measuring exosomal PLA2R/UCr levels in urine could be a noninvasive method for diagnosing MN. Using urine-derived exosomes could also reduce the burden of performing a biopsy on patients and facilitate follow-up treatment, such as monitoring for future recurrence.

背景:膜性肾病(MN膜性肾病(MN)是一种影响肾脏的特殊自身免疫性疾病。其特点是免疫复合物在肾小球基底膜上堆积。目前,肾活检是确诊的标准程序,但磷脂酶 A2 受体(PLA2R)自身抗体的存在也有助于诊断。本研究旨在探讨尿液外泌体作为诊断 MN 的非侵入性标记物的潜力:方法:从五名 MN 患者和四名健康对照者的尿液样本中提取外泌体。采用酶联免疫吸附测定法测量尿液和分离的外泌体中 PLA2R 的浓度。测量结果根据每位参与者的尿肌酐(UCr)水平进行了调整:结果:研究了患者和对照组尿液和尿液外泌体中 PLA2R/UCr 的水平。分析结果显示,与对照组相比,患者体内的 PLA2R/UCr 表达量明显更高(p < 0.05)。此外,尿液外泌体中 PLA2R/UCr 的表达水平高于尿液样本。此外,还观察到 PLA2R/UCr 的表达水平与尿蛋白-肌酐比值呈正相关,尿液中的外泌体比尿液样本的相关性更强:结论:研究表明,测量尿液中外泌体 PLA2R/UCr 的水平可作为诊断 MN 的一种无创方法。使用尿液中的外泌体还能减轻患者进行活组织检查的负担,并有助于后续治疗,如监测未来的复发情况。
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引用次数: 0
Artificial intelligence-powered chest computed tomography analysis unveils prognostic insights for COVID-19 mortality among prevalent hemodialysis patients. 人工智能驱动的胸部计算机断层扫描分析揭示了流行性血液透析患者 COVID-19 死亡率的预后见解。
IF 2.9 3区 医学 Q1 UROLOGY & NEPHROLOGY Pub Date : 2024-09-26 DOI: 10.23876/j.krcp.24.079
Eunji Kim, Soo-Jin Yoon, Sungbong Yu, Eunsil Ko, Kyungjun Shon, Jooyeon Yoon, Youn Kyung Kee, Do Hyoung Kim, AJin Cho, Hayne Cho Park, Young-Ki Lee

Background: Coronavirus disease 2019 (COVID-19) has led to severe pneumonia and mortality worldwide, however, clinical outcomes in end-stage renal disease patients remain unclear. This study evaluates the prognostic value of chest computed tomography (CT) findings in predicting COVID-19-related outcomes in prevalent hemodialysis patients.

Methods: We retrospectively analyzed 326 prevalent hemodialysis patients diagnosed with COVID-19 who underwent chest CT scans. Characteristics assessed included pleural effusion, lung involvement volume, nodular consolidation, patchy infiltration, and ground-glass opacity. Artificial intelligence (AI)-assisted CT analysis quantified lung involvement. The primary endpoint was in-hospital mortality. Clinical data were collected, and logistic regression analysis assessed the association between CT findings and mortality.

Results: The mean age of the patients was 66.7 ± 12.6 years, 61.0% were male, and 58.6% were diabetic. Chest CT showed that 18.1% had lung involvement >10%, 32.5% had pleural effusion, 68.7% had nodular consolidation, 57.1% had patchy infiltration, and 58.0% had ground-glass opacity. Seventy patients (21.5%) died. Multivariate logistic regression analysis identified lung involvement >2.7% (odds ratio [OR], 16.70; 95% confidence interval [CI], 4.35-65.63), pleural effusion (OR, 3.28; 95% CI, 1.15-9.35), nodular consolidation (OR, 4.08; 95% CI, 1.12-14.82), and patchy infiltration (OR, 3.75; 95% CI, 1.17-12.03) as significant mortality risk factors.

Conclusion: Chest CT findings, including lung involvement >2.7% and the presence of pleural effusion, nodular consolidation, and patchy infiltrates, significantly indicated mortality in COVID-19 pneumonia among prevalent hemodialysis patients. AI-assisted CT analysis proved useful in assessing lung involvement extent, showing that even minimal lung involvement can be associated with increased mortality.

背景:冠状病毒病2019(COVID-19)已在全球范围内导致严重肺炎和死亡,然而,终末期肾病患者的临床结局仍不清楚。本研究评估了胸部计算机断层扫描(CT)结果在预测流行性血液透析患者 COVID-19 相关预后中的预后价值:我们回顾性分析了326名被确诊为COVID-19并接受了胸部CT扫描的流行性血液透析患者。评估的特征包括胸腔积液、肺受累体积、结节性合并症、斑片状浸润和磨玻璃不透明。人工智能(AI)辅助 CT 分析量化了肺部受累情况。主要终点是院内死亡率。研究人员收集了临床数据,并通过逻辑回归分析评估了CT结果与死亡率之间的关联:患者的平均年龄为(66.7 ± 12.6)岁,61.0%为男性,58.6%为糖尿病患者。胸部 CT 显示,18.1% 的患者肺部受累程度大于 10%,32.5% 的患者出现胸腔积液,68.7% 的患者出现结节性合并症,57.1% 的患者出现斑片状浸润,58.0% 的患者出现磨玻璃样混浊。70名患者(21.5%)死亡。多变量逻辑回归分析发现,肺部受累>2.7%(几率比[OR],16.70;95% 置信区间[CI],4.35-65.63)、胸腔积液(OR,3.28;95% CI,1.15-9.35)、结节性合并症(OR,4.08;95% CI,1.12-14.82)和斑片状浸润(OR,3.75;95% CI,1.17-12.03)是重要的死亡风险因素:结论:胸部CT检查结果,包括肺部受累>2.7%、胸腔积液、结节性合并症和斑片状浸润的存在,可显著提示流行性血液透析患者COVID-19肺炎的死亡率。事实证明,人工智能辅助 CT 分析有助于评估肺部受累程度,表明即使是极小的肺部受累也会增加死亡率。
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引用次数: 0
Predicting long-term mortality of patients with postoperative acute kidney injury following noncardiac general anesthesia surgery using machine learning. 利用机器学习预测非心脏全身麻醉手术后急性肾损伤患者的长期死亡率。
IF 2.9 3区 医学 Q1 UROLOGY & NEPHROLOGY Pub Date : 2024-09-26 DOI: 10.23876/j.krcp.24.106
Bo Yeon Choi, Wona Choi, Jiwon Min, Byung Ha Chung, Eun Sil Koh, Su Yeon Hong, Tae Hyun Ban, Yong Kyun Kim, Hye Eun Yoon, In Young Choi

Background: This study addresses the gap in knowledge regarding the long-term mortality implications of postoperative acute kidney injury (PO-AKI) utilizing advanced machine learning techniques to predict outcomes more accurately than traditional statistical models.

Methods: A retrospective cohort study was conducted using data from seven institutions between March 2009 and December 2019. Machine learning models were developed to predict all-cause mortality of PO-AKI patients using 23 preoperative variables and one postoperative variable. Model performance was compared to a traditional statistical approach with Cox regression analysis. The concordance index was used as a predictive performance metric to compare prediction capabilities among different models.

Results: Among 199,403 patients, 2,105 developed PO-AKI. During a median follow-up of 144 months (interquartile range, 99.61-170.71 months), 472 in-hospital deaths occurred. Subjects with PO-AKI had a significantly lower survival rate than those without PO-AKI (p < 0.001). For predicting mortality, the XGBoost with an accelerated failure time model had the highest concordance index (0.7521), followed by random survival forest (0.7371), multivariable Cox regression model (0.7318), survival support vector machine (0.7304), and gradient boosting (0.7277).

Conclusion: XGBoost with an accelerated failure time model was developed in this study to predict long-term mortality associated with PO-AKI. Its performance was superior to conventional models. The application of machine learning techniques may offer a promising approach to predict mortality following PO-AKI more accurately, providing a basis for developing targeted interventions and clinical guidelines to improve patient outcomes.

背景:本研究利用先进的机器学习技术,比传统统计模型更准确地预测术后急性肾损伤(PO-AKI)的结果,填补了有关术后急性肾损伤长期死亡率影响的知识空白:本研究利用先进的机器学习技术,比传统统计模型更准确地预测术后急性肾损伤(PO-AKI)的长期死亡率影响,填补了相关知识的空白:方法:利用 2009 年 3 月至 2019 年 12 月期间七家医疗机构的数据开展了一项回顾性队列研究。利用 23 个术前变量和 1 个术后变量开发了机器学习模型,用于预测 PO-AKI 患者的全因死亡率。将模型性能与传统的 Cox 回归分析统计方法进行了比较。将一致性指数作为预测性能指标,以比较不同模型的预测能力:结果:在 199,403 名患者中,2,105 人发生了 PO-AKI。中位随访时间为144个月(四分位间范围为99.61-170.71个月),有472例患者在院内死亡。患有 PO-AKI 的受试者存活率明显低于未患 PO-AKI 的受试者(P < 0.001)。在预测死亡率方面,加速衰竭时间的XGBoost模型的一致性指数最高(0.7521),其次是随机生存森林(0.7371)、多变量Cox回归模型(0.7318)、生存支持向量机(0.7304)和梯度提升(0.7277):本研究开发了带有加速衰竭时间模型的 XGBoost,用于预测与 PO-AKI 相关的长期死亡率。其性能优于传统模型。机器学习技术的应用为更准确地预测 PO-AKI 死亡率提供了一种可行的方法,为制定有针对性的干预措施和临床指南以改善患者预后提供了依据。
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引用次数: 0
A comprehensive review of Alport syndrome: definition, pathophysiology, clinical manifestations, and diagnostic considerations. 全面回顾阿尔波特综合征:定义、病理生理学、临床表现和诊断注意事项。
IF 2.9 3区 医学 Q1 UROLOGY & NEPHROLOGY Pub Date : 2024-09-26 DOI: 10.23876/j.krcp.24.065
Eunjeong Kang, Byung Hwa Park, Hajeong Lee, Hee Gyung Kang, Ji Hyun Kim, Ye Na Kim, Yeonsoon Jung, Hark Rim, Ho Sik Shin

Alport syndrome, a rare genetic disorder affecting around 1 in 50,000 individuals, primarily presents as microscopic hematuria and chronic kidney disease (CKD) with associated extrarenal complications. The Alport syndrome results from mutations in COL4A3, COL4A4, and COL4A5 genes, disrupting the formation of the α3-α4-α5 chain in the collagen IV network. The etiology involves X chromosome-related, autosomal dominant, autosomal recessive, and digenic inheritance patterns. The disease primarily manifests as kidney involvement, featuring persistent hematuria, proteinuria, and a progressive decline in renal function. Hearing loss, ocular abnormalities, and extrarenal manifestations further contribute to its complexity. Genotype-phenotype correlations are relatively evident, with distinct presentations in X-linked, autosomal recessive, and autosomal dominant cases. Diagnosis relies on urinalysis, histologic examination, and genetic testing with advancements in next-generation sequencing aiding identification. Although no specific treatment exists, early diagnosis improves outcomes, emphasizing the importance of genetic testing for prognosis and familial screening. The purpose of this review is to advance knowledge and enhance understanding of Alport syndrome.

阿尔波特综合征是一种罕见的遗传性疾病,发病率约为五万分之一,主要表现为镜下血尿和慢性肾病(CKD),并伴有肾外并发症。阿尔波特综合征是由于 COL4A3、COL4A4 和 COL4A5 基因突变,破坏了胶原 IV 网络中 α3-α4-α5 链的形成。病因涉及 X 染色体相关、常染色体显性、常染色体隐性和二基因遗传模式。该病主要表现为肾脏受累,以持续性血尿、蛋白尿和肾功能进行性下降为特征。听力损失、眼部异常和肾外表现进一步加剧了该病的复杂性。基因型与表型的相关性相对明显,X 连锁型、常染色体隐性型和常染色体显性型病例的表现各不相同。诊断主要依靠尿液分析、组织学检查和基因检测,而下一代测序技术的进步有助于鉴别。虽然目前还没有特效治疗方法,但早期诊断可改善预后,这也强调了基因检测对预后和家族筛查的重要性。本综述旨在增进对阿尔波特综合征的了解和认识。
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引用次数: 0
Exploring new horizons: angiotensin II, angiotensin II type 1 receptor, and renal outer medullary potassium channel interaction in distal convoluted tubule. 探索新视野:远曲小管中血管紧张素 II、血管紧张素 II 1 型受体和肾外髓钾通道的相互作用。
IF 2.9 3区 医学 Q1 UROLOGY & NEPHROLOGY Pub Date : 2024-09-19 DOI: 10.23876/j.krcp.24.023
Kun Zhao, Tiantian Han, Linzhen Jia, Libo Wen, Renjun Gao, Xue Li

Background: This study investigates angiotensin II (Ang II)'s regulatory mechanism on renal outer medullary potassium channel (ROMK) activity in the distal convoluted tubule (DCT) during low potassium intake, focusing on the Janus kinase 2 (JAK2) pathway activation mediated by the Ang II type 1 receptor (AT1R).

Methods: Utilizing a low potassium diet mouse model, various methods including patch clamping, reverse transcription-quantitative polymerase chain reaction, Western blotting, and immunohistochemical staining were applied to analyze ROMK channel activity and the expression of related proteins.

Results: The findings reveal that Ang II inhibits ROMK activity in the DCT2 membrane through AT1R activation, with the JAK2 pathway playing a central role. Further, inhibiting JAK2 reverses this effect, indicating its potential in hypertension treatment.

Conclusion: This study provides novel insights into the role of Ang II in renal potassium excretion and hypertension pathophysiology.

背景:本研究探讨了低钾摄入时血管紧张素II(Ang II)对远曲小管(DCT)肾外髓质钾通道(ROMK)活性的调控机制,重点研究了Ang II 1型受体(AT1R)介导的Janus激酶2(JAK2)通路激活:方法:利用低钾饮食小鼠模型,采用贴片钳夹、逆转录-定量聚合酶链反应、Western印迹和免疫组化染色等多种方法分析ROMK通道活性及相关蛋白的表达:结果:研究结果表明,Ang II通过激活AT1R抑制DCT2膜中ROMK的活性,其中JAK2通路起着核心作用。此外,抑制 JAK2 能逆转这种效应,表明其在高血压治疗中的潜力:这项研究为了解 Ang II 在肾脏钾排泄和高血压病理生理学中的作用提供了新的视角。
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引用次数: 0
Framingham risk score is a useful indicator of posttransplant cardiovascular events and survival among Korean kidney transplant recipients: a nationwide, prospective cohort study. 弗雷明汉风险评分是韩国肾移植受者移植后心血管事件和存活率的有效指标:一项全国性前瞻性队列研究。
IF 2.9 3区 医学 Q1 UROLOGY & NEPHROLOGY Pub Date : 2024-09-13 DOI: 10.23876/j.krcp.23.237
Jeonghwan Lee, Hong Suk Chang, Hyejin Mo, In Mok Jung, Boram Weon, Soie Kwon, Chun Soo Lim, Yon Su Kim, Sang-Ho Lee, Yu Ho Lee, Jeong-Hoon Lee, Jaeseok Yang, Myoung Soo Kim, Jung Pyo Lee

Background: Cardiovascular disease is an important risk factor for mortality among kidney transplant recipients. In this study, we aimed to investigate the association between cardiovascular risk score at kidney transplantation and long-term outcomes of patients.

Methods: In this prospective, observational cohort study, we enrolled kidney transplant recipients who participated in the Korean Organ Transplantation Registry and underwent transplantation between April 2014 and December 2019. The cardiovascular risk status of kidney transplant recipients was assessed using the Framingham risk score. All-cause mortality, major adverse cardiovascular events, allograft failure, estimated glomerular filtration rates (eGFRs), and composite outcomes were evaluated after kidney transplantation.

Results: Of the 4,682 kidney transplant recipients, 96 died during 30.7 ± 19.1 months of follow-up. The Kaplan-Meier survival analysis results showed that high Framingham risk scores were associated with all-cause mortality, major adverse cardiovascular events, and composite outcomes. According to the multivariable Cox analysis, high Framingham risk scores were associated with an increased risk of mortality (hazard ratio [HR], 3.20; 95% confidence interval [CI], 1.30-7.91), major adverse cardiovascular events (HR, 8.43; 95% CI, 2.41-29.52), and composite outcomes (HR, 2.05; 95% CI, 1.19-3.46). The eGFRs after transplantation were significantly higher among patients in the low Framingham risk score group (p < 0.001). However, Framingham risk scores were not associated with graft loss or rapid decline in eGFRs.

Conclusion: The Framingham risk score is a useful indicator of cardiovascular events, mortality, and kidney function after kidney transplantation.

背景:心血管疾病是肾移植受者死亡的重要风险因素。本研究旨在探讨肾移植时心血管风险评分与患者长期预后之间的关系:在这项前瞻性、观察性队列研究中,我们招募了参加韩国器官移植注册并在 2014 年 4 月至 2019 年 12 月期间接受移植手术的肾移植受者。肾移植受者的心血管风险状况使用弗雷明汉风险评分进行评估。对肾移植后的全因死亡率、主要不良心血管事件、异体移植失败、估计肾小球滤过率(eGFR)和综合结果进行了评估:结果:在 4682 名肾移植受者中,有 96 人在 30.7 ± 19.1 个月的随访期间死亡。Kaplan-Meier 生存分析结果显示,高弗雷明汉风险评分与全因死亡率、主要不良心血管事件和综合结果相关。根据多变量 Cox 分析,Framingham 风险评分高与死亡率(危险比 [HR],3.20;95% 置信区间 [CI],1.30-7.91)、主要不良心血管事件(HR,8.43;95% CI,2.41-29.52)和综合结果(HR,2.05;95% CI,1.19-3.46)的风险增加有关。低弗雷明汉风险评分组患者移植后的 eGFR 明显更高(p < 0.001)。然而,弗雷明汉风险评分与移植损失或 eGFR 快速下降无关:结论:弗雷明汉风险评分是肾移植后心血管事件、死亡率和肾功能的有效指标。
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引用次数: 0
Donor-derived cell-free DNA-based liquid biopsies to determine future kidney transplant rejection. 基于无细胞 DNA 的捐献者液体活检,用于确定未来的肾移植排斥反应。
IF 2.9 3区 医学 Q1 UROLOGY & NEPHROLOGY Pub Date : 2024-09-13 DOI: 10.23876/j.krcp.23.286
Weiwei Wang, Cuello Garcia Haider, Yinfeng Wang, Zhoufan Zhang, Yuelin Liu, Fengcheng Xue, Haitao Liu, Tingya Jiang, Jingyi Cao, Yang Zhou

Donor-derived cell-free DNA (dd-cfDNA) based liquid kidney biopsies have the potential to detect the chances of kidney transplant rejection. Several studies have found that dd-cfDNA can be used to determine the risk of kidney transplant rejection and may correlate with antibody-mediated rejection (ABMR), T cell-mediated rejection (TCMR), and estimated glomerular filtration rate (eGFR). A high concentration of dd-cfDNA in the body fluids may indicate possible transplant rejection since dd-cfDNA is released as a result of apoptotic and necrotic processes initiated by the recipient's immune system. dd-cfDNA assays have advantages over conventional biopsies since they are noninvasive, and therefore, have the potential to provide a safe and reliable biomarker. Different dd-cfDNA levels have been reported above a number of cutoff thresholds: ABMR at 2.45% and TCMR at 1.3%, compared with 0.44% in healthy patients; and eGFR at 2.5%, a decrease of 25% compared with healthy patients. These results indicate the levels of dd-cfDNA that may be used to signal possible kidney rejection. dd-cfDNA assay is a rapid technique, making it particularly useful in emergencies, and further research into its use in the study of kidney rejection should prove beneficial.

基于供者衍生无细胞 DNA(dd-cfDNA)的液态肾活检有可能检测出肾移植排斥反应的几率。多项研究发现,dd-cfDNA 可用于确定肾移植排斥反应的风险,并可能与抗体介导的排斥反应(ABMR)、T 细胞介导的排斥反应(TCMR)和估计肾小球滤过率(eGFR)相关。体液中高浓度的 dd-cfDNA 可能预示着可能的移植排斥反应,因为 dd-cfDNA 是受体免疫系统启动的凋亡和坏死过程释放的结果。dd-cfDNA 检测方法与传统活检方法相比具有无创优势,因此有可能提供安全可靠的生物标志物。据报道,不同的 dd-cfDNA 水平高于一些临界值:ABMR为2.45%,TCMR为1.3%,而健康患者为0.44%;eGFR为2.5%,与健康患者相比下降了25%。dd-cfDNA 检测是一种快速技术,因此在紧急情况下特别有用。
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引用次数: 0
Conventional machine learning-based prediction models did not outperform the International IgA Nephropathy Prediction Tool. 基于机器学习的传统预测模型并不优于国际 IgA 肾病预测工具。
IF 2.9 3区 医学 Q1 UROLOGY & NEPHROLOGY Pub Date : 2024-09-12 DOI: 10.23876/j.krcp.23.212
Sehoon Park, Yisak Kim, Chung Hee Baek, Hyunjeong Cho, Ji In Park, Eun Sil Koh, Jung Pyo Lee, Sun-Hee Park, Hyung Woo Kim, Seung Hyeok Han, Ho Jun Chin, Dong Ki Kim, Kyung Chul Moon, Young-Gon Kim, Hajeong Lee

Background: Immunoglobulin A nephropathy (IgAN) is a major cause of end-stage kidney disease (ESKD). The International IgA Nephropathy Prediction Tool (IIgAN-PT) predicts IgAN prognosis, but improvement in the prediction performance using machine learning (ML)-based methods is needed.

Methods: We analyzed 4,425 biopsy-confirmed patients with IgAN and ≥6 months of follow-up from nine tertiary university hospitals in Korea. The study population was divided into development and validation cohorts. Using the collected 87 clinicodemographic and pathological variables, ML-based prediction models for ESKD or estimated glomerular filtration rate were constructed: 1) the conventional CatBoost model, 2) the optimized CatBoost model with Cox proportional hazards, 3) the deep Cox proportional hazards model, and 4) the deep Cox mixture model. The area under the curve (AUC) and calibration plots were used to investigate the discriminative and calibration performance of the models, which were then compared with those of the IIgAN-PT full model.

Results: The full model showed excellent performance (AUC [95% confidence interval] for 5-year outcome, 0.896 [0.8530.940]), with acceptable calibration results. The ML-based models showed good performance in predicting adverse kidney outcomes and revealed acceptable discrimination performance in the external validation (AUC [95% confidence interval] for the 5-year outcome: 1) 0.829 [0.791-0.866]; 2) 0.847 [0.804-0.890]; 3) 0.823 [0.784-0.862]; and 4) 0.832 [0.794-0.870]), although they underestimated the external validation cohort risks. With the validation data, the overall performance of the IIgAN-PT was non-inferior to that of the ML-based model. Conclusions: Our ML-based models showed good performance in predicting adverse kidney outcomes in patients with IgAN but they did not outperform the IIgAN-PT.

背景:免疫球蛋白 A 肾病(IgAN免疫球蛋白A肾病(IgAN)是终末期肾病(ESKD)的主要病因。国际 IgA 肾病预测工具(IIgAN-PT)可预测 IgAN 的预后,但需要使用基于机器学习(ML)的方法提高预测性能:我们分析了韩国 9 家三级大学医院的 4425 名经活检确诊且随访时间≥6 个月的 IgAN 患者。研究对象分为开发队列和验证队列。利用收集到的 87 个临床人口学和病理学变量,构建了基于 ML 的 ESKD 或估计肾小球滤过率预测模型:1)传统 CatBoost 模型;2)带 Cox 比例危险度的优化 CatBoost 模型;3)深度 Cox 比例危险度模型;4)深度 Cox 混合模型。曲线下面积(AUC)和校准图用于研究这些模型的判别和校准性能,然后与 IIgAN-PT 完整模型的判别和校准性能进行比较:完整模型显示出卓越的性能(5年结果的AUC[95%置信区间]为0.896[0.8530.940]),校准结果可接受。虽然基于 ML 的模型低估了外部验证队列的风险,但它们在预测肾脏不良结局方面表现良好,并在外部验证中显示出可接受的鉴别性能(5 年结局的 AUC [95% 置信区间]:1) 0.829 [0.791-0.866];2) 0.847 [0.804-0.890];3) 0.823 [0.784-0.862];4) 0.832 [0.794-0.870])。根据验证数据,IIgAN-PT 的总体性能不劣于基于 ML 的模型。结论我们基于 ML 的模型在预测 IgAN 患者肾脏不良预后方面表现良好,但并不优于 IIgAN-PT。
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引用次数: 0
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Kidney Research and Clinical Practice
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