医学
危险系数
比例危险模型
队列
生存分析
风险因素
移植
人口学
内科学
置信区间
社会学
作者
Carli J. Lehr,Eugene H. Blackstone,Kenneth R. McCurry,Lucy Thuita,Wayne Tsuang,Maryam Valapour
出处
期刊:Chest
[Elsevier]
日期:2019-08-13
卷期号:157 (4): 907-915
被引量:35
标识
DOI:10.1016/j.chest.2019.06.042
摘要
Background Age has been implicated as a factor in the plateau of long-term survival after lung transplant. Methods We used data from the Scientific Registry of Transplant Recipients to identify all recipients of lung transplant aged ≥18 years of age between January 1, 2006, and February 19, 2015. A total of 14,253 patients were included in the analysis. Survival was estimated using a nonproportional hazard model and random-survival forest methodology was used to examine risk factors for death. Final selection of model variables was performed using bootstrap aggregation. Age was analyzed as both a continuous and categorical variable (age 55 years). Risk factors for death were obtained for the entire cohort and additional age-specific risk factors were identified for each age category. Results The median age at transplant was 59 years. There were 1,098 (7.7%) recipients 55 years of age. Age was the most significant risk factor for death at all time-points following transplant and its impact becomes more prominent as time from transplant increases. Risk factors for death for all patients included extremes of age, higher creatinine, single lung transplant, hospitalization before transplant, and increased bilirubin. Risk factors for death differed by age with social determinants of health disproportionately affecting survival for those in the youngest age category. Conclusions The youngest and oldest adult recipients experienced the lowest posttransplant survival through divergent pathways that may present opportunities for intervention to improve survival after lung transplant.
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