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影响布隆迪两家中心抗结核治疗患者耐多药结核病的关键因素:混合效应建模研究。

Key factors influencing multidrug-resistant tuberculosis in patients under anti-tuberculosis treatment in two centres in Burundi: a mixed effect modelling study.

机构信息

Department of Medicine, University of Burundi, Bujumbura, PB 1550, Burundi.

Department of Statistics, Lake Tanganyika University, Mutanga, PB 5304, Burundi.

出版信息

BMC Public Health. 2021 Nov 23;21(1):2142. doi: 10.1186/s12889-021-12233-2.

Abstract

BACKGROUND

Despite the World Health Organization efforts to expand access to the tuberculosis treatment, multidrug resistant tuberculosis (MDR-TB) remains a major threat. MDR-TB represents a challenge for clinicians and staff operating in national tuberculosis (TB) programmes/centres. In sub-Saharan African countries including Burundi, MDR-TB coexists with high burden of other communicable and non-communicable diseases, creating a complex public health situation which is difficult to address. Tackling this will require targeted public health intervention based on evidence which well defines the at-risk population. In this study, using data from two referral anti-tuberculosis in Burundi, we model the key factors associated with MDR-TB in Burundi.

METHODS

A case-control study was conducted from 1August 2019 to 15 January 2020 in Kibumbu Sanatorium and Bujumbura anti-tuberculosis centres for cases and controls respectively. In all, 180 TB patients were selected, comprising of 60 cases and 120 controls using incidence density selection method. The associated factors were carried out by mixed effect logistic regression. Model performance was assessed by the Area under Curve (AUC). Model was internally validated via bootstrapping with 2000 replications. All analysis were done using R Statistical 3.5.0.

RESULTS

MDR-TB was more identified among patients who lived in rural areas (51.3%), in patients' residence (69.2%) and among those with a household size of six or more family members (59.5%). Most of the MDR-TB cases had already been under TB treatment (86.4%), had previous contact with an MDR-TR case (85.0%), consumed tobacco (55.5%) and were diabetic (66.6 %). HIV prevalence was 32.3 % in controls and 67.7 % among cases. After modelling using mixed effects, Residence of patients (aOR= 1.31, 95%C: 1.12-1.80), living in houses with more than 6 family members (aOR= 4.15, 95% C: 3.06-5.39), previous close contact with MDR-TB (aOR= 6.03, 95% C: 4.01-8.12), history of TB treatment (aOR= 2.16, 95% C: 1.06-3.42), tobacco consumption (aOR = 3.17 ,95% C: 2.06-5.45) and underlying diabetes' ( aOR= 4.09,95% CI = 2.01-16.79) were significantly associated with MDR-TB. With 2000 stratified bootstrap replicates, the model had an excellent predictive performance, accurately predicting 88.15% (95% C: 82.06%-92.8%) of all observations. The coexistence of risk factors to the same patients increases the risk of MDR-TB occurrence. TB patients with no any risk factors had 17.6% of risk to become MDR-TB. That probability was respectively three times and five times higher among diabetic and close contact MDR-TB patients.

CONCLUSION

The relatively high TB's prevalence and MDR-TB occurrence in Burundi raises a cause for concern especially in this context where there exist an equally high burden of chronic diseases including malnutrition. Targeting interventions based on these identified risk factors will allow judicious channel of resources and effective public health planning.

摘要

背景

尽管世界卫生组织努力扩大结核病治疗的可及性,但耐多药结核病(MDR-TB)仍然是一个主要威胁。MDR-TB 对在国家结核病(TB)规划/中心工作的临床医生和工作人员构成挑战。在包括布隆迪在内的撒哈拉以南非洲国家,MDR-TB 与其他传染病和非传染病的高负担并存,造成了难以解决的复杂公共卫生状况。解决这一问题需要基于明确界定高危人群的循证进行有针对性的公共卫生干预。在这项研究中,我们利用来自布隆迪两个转诊抗结核机构的数据,对布隆迪的 MDR-TB 相关因素进行建模。

方法

2019 年 8 月 1 日至 2020 年 1 月 15 日,在 Kibumbu 疗养院和布琼布拉抗结核中心分别对病例和对照进行了病例对照研究。总共选择了 180 名结核病患者,其中包括 60 名病例和 120 名对照,采用发病率密度选择法。采用混合效应逻辑回归法进行相关因素分析。采用曲线下面积(AUC)评估模型性能。通过 2000 次重复的自举法对内进行验证。所有分析均使用 R 统计 3.5.0 进行。

结果

MDR-TB 在居住在农村地区(51.3%)、在患者居住地(69.2%)和有六名或更多家庭成员的家庭(59.5%)的患者中更为常见。大多数 MDR-TB 病例已经接受过结核病治疗(86.4%)、与 MDR-TB 病例有过接触(85.0%)、吸烟(55.5%)和患有糖尿病(66.6%)。对照组 HIV 患病率为 32.3%,病例组为 67.7%。使用混合效应建模后,患者居住地(OR=1.31,95%CI:1.12-1.80)、居住在有 6 名或以上家庭成员的房屋(OR=4.15,95%CI:3.06-5.39)、与 MDR-TB 患者有过密切接触(OR=6.03,95%CI:4.01-8.12)、有结核病治疗史(OR=2.16,95%CI:1.06-3.42)、吸烟(OR=3.17,95%CI:2.06-5.45)和患有糖尿病(OR=4.09,95%CI:2.01-16.79)与 MDR-TB 显著相关。通过 2000 次分层自举重复,该模型具有出色的预测性能,准确预测了所有观察结果的 88.15%(95%CI:82.06%-92.8%)。同一患者的风险因素共存会增加发生 MDR-TB 的风险。没有任何风险因素的结核病患者发生 MDR-TB 的风险为 17.6%。在糖尿病和与 MDR-TB 密切接触的患者中,这一概率分别是三倍和五倍。

结论

布隆迪结核病和耐多药结核病的高患病率令人担忧,特别是在存在同样高的慢性疾病负担的情况下,包括营养不良。基于这些确定的风险因素进行有针对性的干预将允许明智地分配资源和有效地进行公共卫生规划。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/78ed/8609742/ae54b4f18e7b/12889_2021_12233_Fig1_HTML.jpg

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