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多中心推导和验证 HIV 感染患者足放线菌病死亡率评估的预后评分系统。

Multicentre derivation and validation of a prognostic scoring system for mortality assessment in HIV-infected patients with talaromycosis.

机构信息

Clinical Research Center, Chongqing Public Health Medical Center, Shapingba, China.

Division of Infectious Diseases, Chongqing Public Health Medical Center, Shapingba, China.

出版信息

Mycoses. 2021 Feb;64(2):203-211. doi: 10.1111/myc.13206. Epub 2020 Nov 29.

Abstract

BACKGROUND

Although the widespread use of modern antiretroviral therapy (ART) has reduced the incidence of talaromycosis in people living with HIV, mortality remains as high as 20% in this population, even after appropriate antifungal treatment.

OBJECTIVES

The objective of our study was to develop a risk assessment system for HIV-infected patients with comorbid talaromycosis, in order to provide these patients with appropriate, effective and potentially life-saving interventions at an early stage of their illness.

PATIENTS/METHODS: This was a multicentre, retrospective cohort study conducted in China. We built a predictive model based on data from 11 hospitals, and a validated model using the data of 1 hospital located in an endemic area.

RESULTS

Forward stepwise multivariate statistical calculations indicated that age, aspartate aminotransferase/alanine transaminase ratio and albumin levels, and BUN levels were valid, independent predictors of the risk of death in HIV-infected patients with talaromycosis. Our developed and validated risk scoring system is effective for the identification of HIV-infected patients with talaromycosis at high risk of death at hospital admission (p < .001; AUC = 0.860). In our study, our risk prediction model provided functional and robust discrimination in the validation cohort (p < .001; AUC = 0.793).

CONCLUSION

The prognostic scoring system for mortality assessment developed in the present study is an easy-to-use clinical tool designed to accurately assist clinicians in identifying high-risk patients with talaromycosis.

摘要

背景

尽管现代抗逆转录病毒疗法(ART)的广泛应用降低了 HIV 感染者中足放线菌病的发病率,但即使在适当的抗真菌治疗后,该人群的死亡率仍高达 20%。

目的

我们的研究旨在为合并足放线菌病的 HIV 感染患者开发一种风险评估系统,以便在疾病早期为这些患者提供适当、有效且可能救命的干预措施。

患者/方法:这是一项在中国多家医院进行的多中心回顾性队列研究。我们基于 11 家医院的数据建立了预测模型,并使用一家位于流行地区的医院的数据验证了模型。

结果

向前逐步多变量统计计算表明,年龄、天冬氨酸氨基转移酶/丙氨酸氨基转移酶比值和白蛋白水平以及 BUN 水平是 HIV 感染者足放线菌病死亡风险的有效独立预测因素。我们开发和验证的风险评分系统可有效识别入院时死亡风险高的 HIV 感染者足放线菌病(p<0.001;AUC=0.860)。在我们的研究中,我们的风险预测模型在验证队列中提供了良好的区分能力(p<0.001;AUC=0.793)。

结论

本研究开发的用于评估死亡率的预后评分系统是一种易于使用的临床工具,旨在帮助临床医生准确识别高危足放线菌病患者。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e595/7839706/efafe9dd160a/MYC-64-203-g001.jpg

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