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使用参数混合治愈模型评估影响结核病患者疾病短期和长期复发的因素:一项队列研究

Evaluations of Factors Affecting of Short-and Long-Time of Occurrence of Disease Relapse in Patients with Tuberculosis Using Parametric Mixture Cure Model: A Cohort Study.

作者信息

Kazempour-Dizaji Mehdi, Varahram Mohammad, Tabarsi Payam, Roozbahani Rahim, Zare Ali, Emamhadi Mohammad Ali, Marjani Majid, Abedini Atefe, Moniri Afshin, Madani Mohammadreza, Baghaei Shiva Parvaneh

机构信息

Mycobacteriology Research Center (MRC), National Research Institute of Tuberculosis and Lung Disease (NRITLD), Shahid Beheshti University of Medical Sciences, Tehran, Iran.

Department of Biostatistics, NRITLD, Shahid Beheshti University of Medical Sciences, Tehran, Iran.

出版信息

Tanaffos. 2022 Jan;21(1):70-77.

Abstract

BACKGROUND

The success of treatment strategies to control the disease relapse requires determining factors affecting the incident short-time and long-time of disease relapse. Therefore, this study was aimed to identify the factors affecting of short-and long-time of occurrence of disease relapse in patients with tuberculosis (TB) using a parametric mixture cure model.

MATERIALS AND METHODS

In this historical cohort study; the data was collected from 4564 patients with TB who referred to the Tuberculosis and Lung Diseases Research Center of Dr. Masih Daneshvari Hospital from 2005 to 2015. In order to evaluate the factors affecting of short-and long-time of occurrence of disease relapse, a parametric mixture cure model was used.

RESULTS

In this study, the estimation of the annual incidence of TB relapse showed that the probability of recurrence in the first year is 1% and in the third and tenth years after treatment is 3% and 5%, respectively. In addition, the results of this study showed that the variables of residence, exposure to cigarette smoke, adverse effects of drug use, incarceration, and pulmonary and extra- pulmonary tuberculosis were the factors affecting the short-time recurrence of TB. The variables of drug use, pulmonary and extra- pulmonary tuberculosis, and also incarceration affected the long-term recurrence of this disease.

CONCLUSION

Cure models by separating factors affecting the short-time occurrence from the long-time occurrence of disease relapse can provide more accurate information to researchers to control and reduce TB relapse.

摘要

背景

控制疾病复发的治疗策略的成功需要确定影响疾病短期和长期复发的因素。因此,本研究旨在使用参数混合治愈模型来确定影响结核病(TB)患者疾病短期和长期复发的因素。

材料与方法

在这项历史性队列研究中,数据收集自2005年至2015年转诊至马西赫·达内什瓦里医院结核病和肺部疾病研究中心的4564例结核病患者。为了评估影响疾病短期和长期复发的因素,使用了参数混合治愈模型。

结果

在本研究中,结核病复发年发病率的估计表明,第一年复发的概率为1%,治疗后第三年和第十年的复发概率分别为3%和5%。此外,本研究结果表明,居住变量、接触香烟烟雾、药物使用的不良反应、监禁以及肺结核和肺外结核是影响结核病短期复发的因素。药物使用、肺结核和肺外结核以及监禁变量影响了该疾病的长期复发。

结论

通过将影响疾病复发短期发生的因素与长期发生的因素分开的治愈模型,可以为研究人员提供更准确的信息,以控制和减少结核病复发。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/021e/9571239/db9ed8a6f06d/Tanaffos-21-70-g001.jpg

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