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基于供体和受体特征的肝移植术后早期生存预测模型的建立和验证。

Development and validation of a model for early survival prediction following liver transplantation based on donor and recipient characteristics.

机构信息

Organ Transplant Center, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, P. R. China.

Guangdong Provincial Key Laboratory of Organ Donation and Transplant Immunology, Guangzhou, P. R. China.

出版信息

Ann Med. 2024 Dec;56(1):2410404. doi: 10.1080/07853890.2024.2410404. Epub 2024 Oct 1.

DOI:10.1080/07853890.2024.2410404
PMID:39351705
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11571776/
Abstract

BACKGROUND

Circulating cytokine levels not only correlate with the progression of liver disease but also serve as indicators for the infection status of the body. Growing evidence points to the connection between donor cytokines and graft function following transplantation. This study set out to explore the clinical significance of donor cytokines in predicting liver transplantation prognosis.

METHODS

Data from 172 deceased donor liver transplantations conducted between 2017 and 2022, with available donor serum cytokine information, were collected. The subjects were randomly divided into estimation ( = 120) and validation ( = 52) groups to establish and validate the model. The newly developed SA10 score was compared against established models EAD, MEAF, L-GrAFT7, and L-GrAFT10.

RESULTS

Donor IL-10, along with donor age and recipient AST peak value within the first 7 days post-operation, was identified as an independent factor associated with recipient survival and was incorporated into the SA10 score. SA10 exhibited robust predictive capability, particularly for 1-month survival (AUC = 0.90, 95% CI = 0.84-0.96), outperforming EAD (AUC = 0.75, 95% CI = 0.60-0.90,  = 0.04) and L-GrAFT7 (AUC = 0.65, 95% CI = 0.49-0.81,  < 0.01). Comparable performance was observed between SA10, MEAF, and L-GrAFT10.

CONCLUSION

Donor IL-10 independently influences recipient survival, with the SA10 score demonstrating comparable and even superior predictive ability compared to existing models.

摘要

背景

循环细胞因子水平不仅与肝病的进展相关,还可作为机体感染状态的指标。越来越多的证据表明,供者细胞因子与移植后移植物功能之间存在关联。本研究旨在探讨供者细胞因子在预测肝移植预后中的临床意义。

方法

收集了 2017 年至 2022 年期间进行的 172 例尸肝移植中,有供者血清细胞因子信息的 172 例患者的数据。将患者随机分为估计组(n=120)和验证组(n=52),以建立和验证模型。将新开发的 SA10 评分与已建立的 EAD、MEAF、L-GrAFT7 和 L-GrAFT10 模型进行比较。

结果

供者 IL-10 以及供者年龄和受体术后 7 天内的 AST 峰值,被确定为与受体生存相关的独立因素,并被纳入 SA10 评分。SA10 表现出强大的预测能力,特别是对 1 个月的生存率(AUC=0.90,95%CI=0.84-0.96),优于 EAD(AUC=0.75,95%CI=0.60-0.90, = 0.04)和 L-GrAFT7(AUC=0.65,95%CI=0.49-0.81, < 0.01)。SA10、MEAF 和 L-GrAFT10 之间的性能相当。

结论

供者 IL-10 独立影响受体的生存,SA10 评分的预测能力与现有模型相当,甚至更优。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/25a6/11571776/5fc9a705a147/IANN_A_2410404_F0004_C.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/25a6/11571776/7d745ccf0de0/IANN_A_2410404_F0001_B.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/25a6/11571776/ee082df5d37f/IANN_A_2410404_F0002_C.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/25a6/11571776/3427463f10d0/IANN_A_2410404_F0003_C.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/25a6/11571776/5fc9a705a147/IANN_A_2410404_F0004_C.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/25a6/11571776/7d745ccf0de0/IANN_A_2410404_F0001_B.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/25a6/11571776/ee082df5d37f/IANN_A_2410404_F0002_C.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/25a6/11571776/3427463f10d0/IANN_A_2410404_F0003_C.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/25a6/11571776/5fc9a705a147/IANN_A_2410404_F0004_C.jpg

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