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南非东开普省农村地区耐多药结核病患者的合并症与治疗结果

Comorbidities and Treatment Outcomes in Patients Diagnosed with Drug-Resistant Tuberculosis in Rural Eastern Cape Province, South Africa.

作者信息

Hosu Mojisola Clara, Faye Lindiwe Modest, Apalata Teke

机构信息

Department of Laboratory Medicine and Pathology, Faculty of Medicine and Health Sciences, Walter Sisulu University, Private Bag, Mthatha 5117, South Africa.

National Health Laboratory Service, Mthatha 5099, South Africa.

出版信息

Diseases. 2024 Nov 19;12(11):296. doi: 10.3390/diseases12110296.

Abstract

BACKGROUND/OBJECTIVES: Tuberculosis (TB) remains a significant global health challenge, with drug-resistant tuberculosis (DR-TB) posing a greater threat due to difficulty in treatment. This study aimed to investigate the relationship between comorbidities and treatment outcomes in patients diagnosed with DR-TB in rural Eastern Cape using logistic regression.

METHODS

Data on patient characteristics, comorbidities, and treatment outcomes were extracted from the medical records and analyzed using Python version 3.8. and R version 4.1.1 software. A logistic regression model was used to determine the effects of selected variables on treatment outcomes of DR-TB cases.

RESULTS

Hearing loss and hypertension (HTN) were the most frequently observed comorbidities across various DR-TB cases, particularly rifampicin-resistant (RR), multidrug-resistant (MDR), and pre-extensively drug-resistant (pre-XDR-TB) cases. A hearing loss prevalence of 5.8% (26/445) was found among patients receiving treatment for TB, with the intensity of impairment ranging from mild to severe. Gender is significantly associated with the occurrence of HTN among these patients (-value: 0.022). Comorbidities such as epilepsy, hearing loss, and HTN significantly impact treatment success, with higher risks of mortality and incomplete cure. Using logistic regression, obesity (OR = 3.0884; e = 1.1277; = 0.0408) and HIV-positive status (OR = 0.4458; e = 0.8078; = 0.0001) were highly likely and less likely associated with better treatment outcomes, respectively. The logistic regression model achieved an accuracy of 64.0%, a precision of 63.0%, and a recall of 95.0%, with an F-1 score of 76.0%.

CONCLUSIONS

The findings underscore the importance of implementing integrated management strategies that address both DR-TB and its comorbidities, particularly in resource-limited settings where such patients are prevalent. Public health policies should incorporate strategies to provide nutritional assessments and interventions, particularly for individuals with low BMI. This could include food supplementation programs or partnerships with local food kitchens to ensure that patients have access to adequate nutrition during DR-TB treatment.

摘要

背景/目的:结核病仍然是一项重大的全球健康挑战,耐药结核病(DR-TB)由于治疗困难构成了更大威胁。本研究旨在使用逻辑回归分析东开普农村地区确诊为DR-TB的患者合并症与治疗结果之间的关系。

方法

从病历中提取患者特征、合并症和治疗结果的数据,并使用Python 3.8版本和R 4.1.1版本软件进行分析。使用逻辑回归模型确定选定变量对DR-TB病例治疗结果的影响。

结果

听力损失和高血压(HTN)是各类DR-TB病例中最常观察到的合并症,尤其是耐利福平(RR)、耐多药(MDR)和广泛耐药前(pre-XDR-TB)病例。在接受结核病治疗的患者中,听力损失患病率为5.8%(26/445),损伤程度从轻度到重度不等。性别与这些患者中HTN的发生显著相关(P值:0.022)。癫痫、听力损失和HTN等合并症显著影响治疗成功,死亡和未完全治愈的风险更高。使用逻辑回归分析,肥胖(OR = 3.0884;e = 1.1277;P = 0.0408)和HIV阳性状态(OR = 0.4458;e = 0.8078;P = 0.0001)分别极有可能和不太可能与更好的治疗结果相关。逻辑回归模型的准确率为64.0%,精确率为63.0%,召回率为95.0%,F-1得分为76.0%。

结论

研究结果强调了实施综合管理策略的重要性,该策略既要应对DR-TB及其合并症,特别是在这类患者普遍存在的资源有限环境中。公共卫生政策应纳入提供营养评估和干预措施的策略,特别是针对低体重指数个体。这可能包括食物补充计划或与当地食品厨房的合作,以确保患者在DR-TB治疗期间能够获得充足营养。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/75e3/11593127/b692d224b7d1/diseases-12-00296-g001.jpg

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