用于预测维持性血液透析的HIV/AIDS患者1年死亡风险的nomogram构建与验证

IF 3 3区 医学 Q1 UROLOGY & NEPHROLOGY
Renal Failure Pub Date : 2025-12-01 Epub Date: 2025-02-17 DOI:10.1080/0886022X.2025.2461665
Zhurui Xian, Xiaofei Song, Yongfu Wang, Tingting Yang, Nan Mao
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引用次数: 0

摘要

本研究旨在探讨2017年6月6日至2023年6月6日进行维护性血液透析(MH)的166例人类免疫缺陷病毒(HIV)/获得性免疫缺陷综合征(AIDS)患者1年死亡率的危险因素,并构建1年死亡率预测模型。根据1年随访结果将患者分为生存组和死亡组,并按1:1的比例分为训练组和验证组(训练组53例死亡和53例幸存者,验证组48例死亡和58例幸存者)。逐步逻辑回归用于构建1年死亡率预测模型,并将其可视化为nomogram。采用受试者工作特征(Receiver operating characteristic, ROC)分析、校正曲线和决策曲线对训练集进行模态图评价,对验证集进行验证。年龄(≥52岁)(OR (95% CI): 2.05 (3.191-18.892), p)、中性粒细胞与白蛋白比值(NAR)(≥0.135)(OR (95% CI): 4.753 (2.011-11.234), p)和HIV- rna(≥24,650)(OR (95% CI): 13.786 (5.493-34.598), p)代表HIV/AIDS MH患者1年死亡率的5个独立危险因素中的3个。训练集和验证集的nomogram AUC分别为0.908 (95% CI: 0.853-0.963)和0.939 (95% CI: 0.896-0.983)。1年死亡率预测显示出良好的分离能力、校准能力和临床净效益,这可能有助于对接受MH治疗的HIV/AIDS患者的管理。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Construction and validation of a nomogram to predict 1-year mortality risk in patients with HIV/AIDS undergoing maintenance hemodialysis.

This single-center retrospective study aimed to explore the 1-year mortality risk factors in 166 patients with human immunodeficiency virus (HIV)/acquired immune deficiency syndrome (AIDS) undergoing maintenance hemodialysis (MH) between 6 June 2017 and 6 June 2023, and construct a 1-year mortality prediction model. The patients were classified into survival and mortality groups based on the 1-year follow-up results, and into training and validation sets at a ratio of 1:1 (53 mortalities and 53 survivors in the training set and 48 mortalities and 58 survivors in the validation set). Stepwise logistic regression was used to construct a 1-year mortality prediction model and to visualize it as a nomogram. Receiver operating characteristic (ROC) analysis, calibration curves, and decision curves were used for nomogram evaluation in the training set and validation in the validation set. Age (≥52 years) (OR (95% CI): 2.05 (3.191-18.892), p < .001), neutrophil to albumin ratio (NAR) (≥0.135) (OR (95% CI): 4.753 (2.011-11.234), p < .001), and HIV-RNA (≥24,650) (OR (95% CI): 13.786 (5.493-34.598), p < .001), represents three of five independent risk factors of 1-year mortality in HIV/AIDS undergoing MH. The AUC of the nomogram for the training and validation sets were 0.908 (95% CI: 0.853-0.963) and 0.939 (95% CI: 0.896-0.983), respectively. The 1-year mortality prediction showed good separation capacity, calibration capacity, and clinical net benefit, which may benefit the management of patients with HIV/AIDS undergoing MH.

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来源期刊
Renal Failure
Renal Failure 医学-泌尿学与肾脏学
CiteScore
3.90
自引率
13.30%
发文量
374
审稿时长
1 months
期刊介绍: Renal Failure primarily concentrates on acute renal injury and its consequence, but also addresses advances in the fields of chronic renal failure, hypertension, and renal transplantation. Bringing together both clinical and experimental aspects of renal failure, this publication presents timely, practical information on pathology and pathophysiology of acute renal failure; nephrotoxicity of drugs and other substances; prevention, treatment, and therapy of renal failure; renal failure in association with transplantation, hypertension, and diabetes mellitus.
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