埃塞俄比亚西南部吉马大学医疗中心中风患者死亡存活时间模型:回顾性队列研究

IF 1.8 Q3 PERIPHERAL VASCULAR DISEASE
Stroke Research and Treatment Pub Date : 2023-11-29 eCollection Date: 2023-01-01 DOI:10.1155/2023/1557133
Bikiltu Wakuma Negasa, Teramaj Wongel Wotale, Mesfin Esayas Lelisho, Legesse Kassa Debusho, Kibrealem Sisay, Wubishet Gezimu
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引用次数: 0

摘要

背景:中风是一种因脑组织血流受阻而导致的危及生命的疾病。每年,全球约有 1500 万人罹患中风,其中 500 万人患有某种形式的永久性肢体残疾。在全球范围内,中风是仅次于缺血性心脏病的第二大死亡原因。对包括埃塞俄比亚在内的发达国家和发展中国家来说,中风都是一个公共卫生负担:本研究旨在估算埃塞俄比亚西南部吉马大学医疗中心中风患者的死亡时间:方法:对 432 名患者进行了一项基于医疗机构的回顾性队列研究。数据收集自 2016 年 1 月 1 日至 2019 年 1 月 30 日在吉马大学医疗中心接受随访的中风患者。采用对数秩检验比较不同类别患者的生存经历。利用 R 软件采用 Cox 比例危险模型和加速失败时间模型对脑卒中患者的生存率进行分析。使用 Akaike's 信息标准比较拟合模型:结果:在随访的 432 名脑卒中患者中,有 223 人(51.6%)死亡。患者死亡时间的中位数为 15 天。根据 Weibull 加速衰竭时间模型的结果,发现患者的年龄、心房颤动、饮酒、中风诊断类型、高血压和糖尿病是导致中风患者生存时间缩短的重要预后因素:结论:与本研究中使用的其他分布相比,Weibull 加速衰竭时间模型能更好地描述中风患者数据集的死亡时间。研究发现,患者的年龄、心房颤动、饮酒、被诊断为出血性脑卒中、高血压和糖尿病是缩短脑卒中患者存活时间的因素。因此,医护人员需要对通过风险因素的患者进行全面跟踪。此外,还需要教育患者改变生活方式。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Modeling Survival Time to Death among Stroke Patients at Jimma University Medical Center, Southwest Ethiopia: A Retrospective Cohort Study.

Background: Stroke is a life-threatening condition that occurs due to impaired blood flow to brain tissues. Every year, about 15 million people worldwide suffer from a stroke, with five million of them suffering from some form of permanent physical disability. Globally, stroke is the second-leading cause of death following ischemic heart disease. It is a public health burden for both developed and developing nations, including Ethiopia.

Objectives: This study is aimed at estimating the time to death among stroke patients at Jimma University Medical Center, Southwest Ethiopia.

Methods: A facility-based retrospective cohort study was conducted among 432 patients. The data were collected from stroke patients under follow-up at Jimma University Medical Center from January 1, 2016, to January 30, 2019. A log-rank test was used to compare the survival experiences of different categories of patients. The Cox proportional hazard model and the accelerated failure time model were used to analyze the survival analysis of stroke patients using R software. An Akaike's information criterion was used to compare the fitted models.

Results: Of the 432 stroke patients followed, 223 (51.6%) experienced the event of death. The median time to death among the patients was 15 days. According to the results of the Weibull accelerated failure time model, the age of patients, atrial fibrillation, alcohol consumption, types of stroke diagnosed, hypertension, and diabetes mellitus were found to be the significant prognostic factors that contribute to shorter survival times among stroke patients.

Conclusion: The Weibull accelerated failure time model better described the time to death of the stroke patients' data set than other distributions used in this study. Patients' age, atrial fibrillation, alcohol consumption, being diagnosed with hemorrhagic types of stroke, having hypertension, and having diabetes mellitus were found to be factors shortening survival time to death for stroke patients. Hence, healthcare professionals need to thoroughly follow the patients who pass risk factors. Moreover, patients need to be educated about lifestyle modifications.

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来源期刊
Stroke Research and Treatment
Stroke Research and Treatment PERIPHERAL VASCULAR DISEASE-
CiteScore
3.20
自引率
0.00%
发文量
14
审稿时长
12 weeks
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