埃塞俄比亚南部耐多药结核病康复时间建模

Shambel Selman Abdo, Denebo Sebaro Wanore, D. Teni, Lombamo Abebe Ejamo
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摘要

导言:耐多药结核病(MDR-TB)是对主要抗结核药物产生耐药性的一种全球性健康威胁。 它被列为全球十大死因之一。因此,本研究调查了埃塞俄比亚南部耐多药结核病患者的康复时间:本研究分析了来自南方各族州选定医院的回顾性数据(2016 年 1 月至 2021 年 12 月)。结果:301 例 MDR-TB 患者(131 例 NEMMCH、121 例 BH、49 例 AGH)中,116 例(38 例 MDR-TB 患者)的康复时间为 3 个月:结果:在 301 个病例中,116 例(38.5%)被剔除。185例(61.5%)康复。采用参数共享虚弱模型来考虑医院和患者之间未观察到的异质性,并采用 AFT 模型。MDR-TB 的中位康复时间为 22 个月。虚弱模型的聚类效应是医院。Weibull-gamma 共享虚弱模型适用于该数据:最终模型显示,男性的康复率高于女性。肺外 MDR-TB 和城市居住与较长的康复时间相关。 恢复率随着基线体重、教育水平和职业的增加而增加。建议:建议:所有相关机构都应认识到 SNNP 地区 MDR-TB 的风险因素,根据世界卫生组织的指导方针,及早发现病例并适当治疗对药物敏感的 MDR-TB 患者,这对缩短 MDR-TB 患者的康复时间至关重要。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Modelling Time to Recovery from Multidrug Resistant Tuberculosis in Southern Ethiopia
Introduction: Multidrug resistant tuberculosis (MDR-TB) is a global heath threat, resistant to key anti-TB drugs.  It is ranked among the top 10 causes of death worldwide. Therefore, the current study investigated time to recovery from MDR-TB in southern Ethiopia. Data, Materials and Methods: Restrospective data from selected hospitals in SNNPR (January 2016 to December 2021) were analyzed. A cluster sample of 301 MDR-TB patients (131 NEMMCH, 121 BH, 49 AGH) was considered. Results: Among the 301 cases, 116 (38.5%) were censored. While 185 (61.5%) were recovered. Parametric shared frailty models were employed to account unobserved heterogeneity among the Hospitals and patients and AFT models were employed. the median recovery time of MDR-TB is 22 months. The clustering effect of frailty model was hospitals. Weibull-gamma shared frailty model was appropriate for this data. Conclusion: The final model showed that males have higher recovery rates than females. Extra pulmonary MDR-TB and Urban residency correleted with  longer recovery times.  The recovery rate increases with increasing baseline weight, education level, and occupation. But, the recovery rate decreases with smoking, co-morbidities, previous drug history, history of TB, and alcohol use Recommendation: All concerned bodies should be cognizant on the risk factors of MDR-TB in SNNP region By providing on early case detection and appropriate treatment of drug-susceptible MDR-TB, since it is essential to shorten the recovery time of MDR-TB patients in line with WHO guidelines
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