Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou 510120, China.
Department of Surgery, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou 510120, China.
Genes (Basel). 2024 Sep 9;15(9):1183. doi: 10.3390/genes15091183.
: Hepatocellular carcinoma (HCC) is a primary malignant liver tumor characterized by a low survival rate and high mortality. This study aimed to investigate the causal effect of immune cell phenotypes, plasma metabolites, and HCC in East Asian populations. : The summary results for 731 immunocytes, 1400 plasma metabolites, and HCCs were acquired from publicly available genome-wide association studies (GWASs). This study utilized two-sample Mendelian randomization (MR) analysis to establish causal relationships, which was achieved by employing various statistical methods including inverse variance-weighted, simple mode, MR-Egger, weighted median, and weighted mode. Multiple sensitivity analyses were conducted to confirm the reliability of the MR data. Ultimately, mediation analysis was employed to ascertain the path that leads from immunocytes to plasma metabolites. : Among the 20 immune cells and HCC for East Asians, causal links were found, with one showing an inverse correlation. In addition, 36 metabolites were significantly associated with HCC for East Asians. Through analysis of established causative metabolites, we identified a strong correlation between the glycerophospholipid metabolic pathway and HCC for East Asians. By employing a two-step MR analysis, we identified 11 immunocytes that are causally linked to HCC for East Asians through the mediation of 14 plasma metabolites, with Linolenate [α or γ; (18:3n3 or 6)] levels showing the highest mediation proportion (19.3%). : Our findings affirm the causal links among immunocytes, plasma metabolites, and HCC in eastern Asia populations by calculating the percentage of the impact that is influenced by plasma metabolites. This study offers innovative perspectives on the early detection, diagnosis, and therapy of HCC.
肝细胞癌 (HCC) 是一种原发性恶性肝肿瘤,其生存率低,死亡率高。本研究旨在探讨东亚人群中免疫细胞表型、血浆代谢物与 HCC 的因果关系。
从公开的全基因组关联研究 (GWAS) 中获得了 731 个免疫细胞、1400 种血浆代谢物和 HCC 的汇总结果。本研究采用两样本 Mendelian 随机化 (MR) 分析来建立因果关系,通过使用各种统计方法,包括逆方差加权、简单模式、MR-Egger、加权中位数和加权模式来实现。进行了多种敏感性分析以确认 MR 数据的可靠性。最终,采用中介分析确定了免疫细胞到血浆代谢物的因果途径。
在东亚的 20 种免疫细胞和 HCC 中,发现了 20 种免疫细胞和 HCC 之间存在因果关系,其中一种呈负相关。此外,36 种代谢物与东亚人的 HCC 显著相关。通过对已建立的因果代谢物进行分析,我们发现东亚人 HCC 与甘油磷脂代谢途径之间存在很强的相关性。通过两步 MR 分析,我们确定了 11 种免疫细胞通过 14 种血浆代谢物与东亚人的 HCC 存在因果关系,其中亚麻酸[α 或 γ;(18:3n3 或 6)]水平的中介作用比例最高 (19.3%)。
通过计算受血浆代谢物影响的百分比,本研究证实了东亚人群中免疫细胞、血浆代谢物与 HCC 之间的因果关系。这为 HCC 的早期检测、诊断和治疗提供了新的视角。
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