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伊朗肝移植死亡率与连续变量的空间不平等和非线性关联:一项回顾性队列研究。

Spatial inequalities and non-linear association of continuous variables with mortality risk of liver transplantation in Iran: a retrospective cohort study.

机构信息

Department of Biostatistics, School of Public Health, Hamadan University of Medical Science, Hamadan, Iran.

Department of Biostatistics, School of Public Health and Modeling of Noncommunicable Diseases Research Center, Hamadan University of Medical Sciences, Hamadan, Iran.

出版信息

Sci Rep. 2024 Jan 3;14(1):404. doi: 10.1038/s41598-023-50808-8.

Abstract

Liver transplantation is the second most common solid organ transplant and the best option for liver failure. Of course, patient survival after transplantation depends on many risk factors. The aim of this study was to investigate the spatial and non-linear effects of continuous risk factors on patient survival after liver transplantation. This retrospective cohort study (n = 3148) used data on liver transplantation in Iran (2004-2019). A generalized additive model with spatial effects and non-linear effects of age and Model for End-Stage Liver Disease (MELD) score variables by penalized spline was used. The majority of patients were male (63.3%), with a mean (SD) age of 42.65 (13.31) and a mean (SD) MELD score of 24.43 (6.72). The 1, 5, and 10-year survival rates were 88.2%, 84.6%, and 82.5% respectively. The non-linear effect showed a steeper slope of the age effect on the hazard of death after the age of 50 (p < 0.05), and the MELD score had a direct but non-linear relationship with the hazard of death (p < 0.05). In the spatial pattern, the provinces with a greater distance from the transplant center had significantly fewer old patients than other provinces. Also, more distant provinces with an older transplant age had higher post-transplant mortality rates. Our study showed that it is better to take age and MELD score into account in postoperative care. The spatial pattern of mortality risk reflects inequalities in access to transplantation and public health services after transplantation.

摘要

肝移植是第二大常见的实体器官移植,也是治疗肝功能衰竭的最佳选择。当然,患者移植后的存活率取决于许多风险因素。本研究旨在探讨连续风险因素对肝移植后患者存活率的空间和非线性影响。这项回顾性队列研究(n=3148)使用了伊朗肝移植的数据(2004-2019 年)。采用具有空间效应和年龄及终末期肝病模型(MELD)评分变量的惩罚样条的广义加性模型。大多数患者为男性(63.3%),平均年龄(标准差)为 42.65(13.31),平均 MELD 评分为 24.43(6.72)。1、5、10 年的存活率分别为 88.2%、84.6%和 82.5%。非线性效应显示,年龄对死亡风险的影响在 50 岁以后呈更陡峭的斜率(p<0.05),MELD 评分与死亡风险呈直接但非线性关系(p<0.05)。在空间模式中,与移植中心距离较远的省份,老年患者明显较少。此外,移植年龄较大的较远省份,术后死亡率较高。本研究表明,在术后护理中更好地考虑年龄和 MELD 评分。死亡率的空间模式反映了移植后获得移植和公共卫生服务的不平等。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1d6f/10764747/4a85816ddaf3/41598_2023_50808_Fig1_HTML.jpg

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