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埃塞俄比亚亚的斯亚贝巴泽韦迪图纪念医院接受抗逆转录病毒治疗的成年艾滋病毒/艾滋病患者中结核病发病率与病毒载量随时间变化的联合建模。

Joint Modeling of Incidence of Tuberculosis and Change in Viral Load Over Time Among Adult HIV/AIDS Patients on Anti-Retroviral Therapy at Zewditu Memorial Hospital in Addis Ababa, Ethiopia.

作者信息

Ayana Galana Mamo, Akalu Temesgen Yihunie, Ayele Tadesse Awoke

机构信息

Department of Epidemiology and Biostatistics, School of Public Health, Haramaya University, Harar, Ethiopia.

Department of Epidemiology and Biostatistics, Institute of Public Health, University of Gondar, Gondar, Ethiopia.

出版信息

HIV AIDS (Auckl). 2021 Mar 1;13:239-249. doi: 10.2147/HIV.S291872. eCollection 2021.

Abstract

BACKGROUND

Globally, approximately 37.9 million people were living with HIV and one-third of these people are co-infected with tuberculosis (TB). However, little is known about predictors of tuberculosis incidence and its association with viral load. Thus, this study was aimed at assessing the incidence of tuberculosis and its predictors and its association with the longitudinal change in viral load over time among adult HIV/AIDS patients at Zewditu memorial hospital, Addis Ababa Ethiopia.

METHODS

A retrospective follow-up study was conducted among 471 HIV patients. The proportional hazard assumption was checked for the survival sub-model and the longitudinal sub-model. Νormality assumption was checked. Then the joint model with time-dependent lagged parameterizations was fitted. The goodness of fit was checked using the Cox-Snell residual test and Akaike Information Criteria (AIC) was used for model selection. Finally, the hazard ratio with a 95% confidence interval (CI) with a corresponding P-value <0.05 was used.

RESULTS

A total of 471 patients were followed for a minimum of 12 and a maximum of 48 months with a median follow-up time of 44 months [IQR (33, 46)]. The incidence rate was 3.08/1000 person-years (PY) with a 95% CI of [0.0023788, 0.003998). Age above 65 years adjusted hazard ratio (AHR) = 2.07, 95% CI: 1.06, 4.06), underweight at baseline (AHR = 2.29, 95% CI: 1.20, 4.35), past opportunistic infection (AHR = 2.98, CI: 1.23, 7.17) and 6th month lagged value of the viral load were significant predictors for being co-infected with TB.

CONCLUSION

The incidence of TB among HIV/AIDS patients in Zewditu memorial hospital was low. Older age, underweight at baseline, and past opportunistic infection were significant predictors of time to TB co-infection. Thus, addressing significant predictors and strengthening continuous follow-up are highly recommended in the study setting.

摘要

背景

全球约有3790万人感染艾滋病毒,其中三分之一同时感染结核病(TB)。然而,对于结核病发病率的预测因素及其与病毒载量的关联知之甚少。因此,本研究旨在评估埃塞俄比亚亚的斯亚贝巴泽韦迪图纪念医院成年艾滋病毒/艾滋病患者中结核病的发病率、预测因素及其与病毒载量随时间的纵向变化之间的关联。

方法

对471名艾滋病毒患者进行了回顾性随访研究。对生存子模型和纵向子模型检查了比例风险假设。检查了正态性假设。然后拟合了具有时间依赖性滞后参数化的联合模型。使用Cox-Snell残差检验检查拟合优度,并使用赤池信息准则(AIC)进行模型选择。最后,使用具有95%置信区间(CI)且相应P值<0.05的风险比。

结果

共对471名患者进行了至少12个月、最长48个月的随访,中位随访时间为44个月[四分位间距(IQR)(33,46)]。发病率为3.08/1000人年(PY),95%CI为[0.00237至0.003998]。65岁以上调整后风险比(AHR)=2.07,95%CI:1.06,4.06),基线体重过轻(AHR = 2.29,95%CI:1.20,4.35),既往机会性感染(AHR = 2.98,CI:1.23,7.17)以及病毒载量的第6个月滞后值是合并感染结核病的显著预测因素。

结论

泽韦迪图纪念医院艾滋病毒/艾滋病患者中的结核病发病率较低。年龄较大、基线体重过轻和既往机会性感染是合并感染结核病时间的显著预测因素。因此,在该研究环境中,强烈建议针对显著预测因素并加强持续随访。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/58bc/7935332/0de2acdd1f6b/HIV-13-239-g0001.jpg

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