基于炎症的nomogram预测终末期肾病患者动静脉瘘成熟衰竭的发展与验证

IF 1.8 3区 医学 Q2 SURGERY
Bin Zhao, Gang Fu, Shen Zhan, Lihong Zhang, Rui Cui, Shanshan Guo, Jia Li, Hu Lu, Yuzhu Wang
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引用次数: 0

摘要

背景与假设:动静脉瘘(AVF)被认为是终末期肾病(ESRD)患者血液透析最有效的血管通路。然而,关于全身炎症反应指数(SIRI)、甘油三酯-葡萄糖指数联合体重指数(TyG-BMI)、高敏c反应蛋白/白蛋白比(HRR)与AVF成熟之间关系的研究仍然有限。方法:我们纳入了2024年3月至8月在北京海淀医院首次行AVF创建的所有ESRD患者(n = 249)。为了评估AVF成熟衰竭的预测因素,我们分析了术前临床/实验室数据和随访超声评估,使用限制三次样条模型进行剂量-反应关系(SIRI, TyG-BMI, HRR)。多变量Cox模型确定了独立的危险因素,并通过c指数和校准图建立了预测模态图并进行了验证。结果:本研究纳入249例患者,AVF成熟率为73.5%。限制三次样条分析显示,AVF成熟度与SIRI (p-overall = 0.047)、TyG-BMI (p-overall = 0.039)和HRR (p-overall = 0.026)呈线性相关。多变量Cox回归确定了三个独立的预测因子:SIRI (HR = 1.69, 95%CI:1.45-1.96)、TyG-BMI (HR = 2.68, 95%CI:1.62-4.41)和HRR (HR = 1.44, 95%CI:1.28-1.61)(均为p)。结论:AVF未成熟与三个基于炎症的生物标志物独立相关,即SIRI、TyG-BMI和HRR。结合这些标记物的nomogram具有较高的预测准确性,支持其用于高风险患者的早期识别。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Development and validation of an inflammatory-based nomogram for predicting arteriovenous fistula maturation failure in end-stage renal disease patients.

Background and hypothesis: Arteriovenous fistula (AVF) is regarded as the most effective vascular access for hemodialysis in patients with end-stage renal disease (ESRD).However, research investigating the relationships between the systemic inflammation response index (SIRI), the triglyceride-glucose index combined with body mass index (TyG-BMI), and the high-sensitivity C-reactive protein to albumin ratio (HRR) with AVF maturation is still limited.

Methods: We included all ESRD patients undergoing first-time AVF creation between March and August 2024 at Haidian Hospital, Beijing (n = 249). To evaluate predictors of AVF maturation failure, we analyzed preoperative clinical/laboratory data and follow-up ultrasound assessments using restricted cubic spline models for dose-response relationships (SIRI, TyG-BMI, HRR). Multivariable Cox models identified independent risk factors, and a predictive nomogram was developed and validated through C-index and calibration plots.

Results: This study included 249 patients (73.5% AVF maturation rate). Restricted cubic spline analysis revealed linear associations between AVF maturation and SIRI (p-overall = 0.047), TyG-BMI (p-overall = 0.039), and HRR (p-overall = 0.026). Multivariable Cox regression identified three independent predictors: SIRI (HR = 1.69, 95%CI:1.45-1.96), TyG-BMI (HR = 2.68, 95%CI:1.62-4.41), and HRR (HR = 1.44, 95%CI:1.28-1.61) (all p < 0.001). The biomarker-based nomogram showed strong predictive accuracy, with calibration curves demonstrating excellent observed-versus-expected agreement.

Conclusion: Non-maturation of AVF was independently associated with three inflammation-based biomarkers, namely SIRI, TyG-BMI, and HRR. High predictive accuracy was demonstrated by the nomogram incorporating these markers, supporting its use for the early identification of high-risk patients.

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来源期刊
CiteScore
3.30
自引率
8.70%
发文量
342
审稿时长
4-8 weeks
期刊介绍: Langenbeck''s Archives of Surgery aims to publish the best results in the field of clinical surgery and basic surgical research. The main focus is on providing the highest level of clinical research and clinically relevant basic research. The journal, published exclusively in English, will provide an international discussion forum for the controlled results of clinical surgery. The majority of published contributions will be original articles reporting on clinical data from general and visceral surgery, while endocrine surgery will also be covered. Papers on basic surgical principles from the fields of traumatology, vascular and thoracic surgery are also welcome. Evidence-based medicine is an important criterion for the acceptance of papers.
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