限制三次样条分析:MAGEA12与肝癌预后的年龄依赖关系。

IF 1.3
Jun Wang, Kefen Zhang, Xiuming Tang, Yinzhu Chen, Zhen Ye
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引用次数: 0

摘要

目的:目前,对年龄与肝细胞癌(HCC)预后之间的非线性关系认识不足。因此,本研究旨在分析HCC诊断年龄与总生存期(OS)的关系,并确定可能的影响机制。方法:对TCGA公共数据库中的临床资料进行分析。采用限制三次样条和分段逻辑回归探讨诊断年龄与肝切除术后死亡风险之间的非线性关系。此外,采用生物信息学方法在遗传水平上了解这种非线性关系的可能机制。结果:诊断年龄与OS呈非线性关系,其中60岁为临界点。分段回归分析显示,年龄≥60岁为不良预后因素。结论:HCC诊断年龄与OS呈非线性关系,60岁为关键年龄点。MGEA12可能影响老年人的预后。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Restricted cubic spline analysis: Age-dependent relationship between MAGEA12 and hepatocellular carcinoma prognosis.

Objectives: Currently, understanding of the nonlinear relationship between age and hepatocellular carcinoma (HCC) prognosis is insufficient. Thus, this study aimed to analyze the relationship between age at HCC diagnosis and overall survival (OS) and identify possible influencing mechanisms.

Methods: Clinical data from the TCGA public database were analyzed. Restricted cubic spline and segmented logistic regression were employed to explore the nonlinear relationship between age at diagnosis and mortality risk following hepatectomy. Furthermore, bioinformatics methods were employed to understand the possible mechanisms of this nonlinear relationship at the genetic level.

Results: The results indicated a nonlinear relationship between age at diagnosis and OS, with the age of 60 years identified as a critical point. Segmented regression showed that age ≥60 years is an unfavorable prognostic factor. The "DNA mismatch repair" pathway was considerably enriched in patients aged <60 years. However, the gene mutation rate of "APOB," "MUC16," "ALB," and "PCLO" and the median tumor mutation burden were relatively more evident in patients aged ≥60 years. MGEA12 was more highly expressed in tumor tissues than in normal ones, particularly in patients aged ≥60 years. The survival rate of the high-expression group was lower than that of the low-expression group. At the mRNA level, the MGEA12 expression in Huh-7 and SUN449 was higher than that in the HSC-LX2 cell line.

Conclusion: A nonlinear relationship was found between age at HCC diagnosis and OS, with the age of 60 years being the critical point. MGEA12 may affect the prognosis of elderly people.

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