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单细胞和空间转录组学揭示了 Apelin/APJ 通路在肝细胞癌中小血管形成和肿瘤进展中的作用。

Single-cell and spatial transcriptomics reveal apelin/APJ pathway's role in microvessel formation and tumour progression in hepatocellular carcinoma.

机构信息

The First Department of Oncology, The First Affiliated Hospital of Anhui University of Chinese Medicine, Hefei, China.

Department of Dr. Hu Guojun Specialist Clinic, The First Affiliated Hospital of Anhui University of Chinese Medicine, Hefei, China.

出版信息

J Cell Mol Med. 2024 Oct;28(20):e70152. doi: 10.1111/jcmm.70152.

DOI:10.1111/jcmm.70152
PMID:39434201
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11493554/
Abstract

The apelin receptor (APJ) is a key player in tumour angiogenesis, but its role in hepatocellular carcinoma (HCC) remains unclear. This study aims to elucidate the function of the apelin/APJ pathway in HCC using a multi-omics approach and identify potential therapeutic biomarkers. Differentially expressed genes related to the apelin/APJ axis were identified from bulk transcriptomics to reveal HCC-associated disparities. Single-cell and spatial transcriptomics were used to localize and analyse the function of these genes. Machine learning models were constructed to predict outcomes based on apelin/APJ expression, and experimental validation was conducted to explore the pathway's impact on HCC angiogenesis. Single cell analysis revealed an overexpression of APJ/Aplin in the endothelium. The stemness of endothelial cell (EC) with high apelin/APJ was enhanced, as well as the expression of TGFb, oxidative stresses and PI3K/AKT pathway genes. Spatial transcriptomics confirmed that EC populations with high APJ scores were enriched within the tumour. Machine learning models showed high prognostic accuracy. High APJ expression was linked to worse outcomes (p = 0.001), and AUC values were high (1 year, 3 year, 5 year) (0.95, 0.97, 0.98). Immune suppression and non-responsiveness of immune therapy were also seen in high-risk groups. The experimental validation showed that silencing apelin reduced angiogenesis (p  < 0.05), endothelial proliferation, decreased expression of ANG2, KLF2, VEGFA and lower ERK1/2 phosphorylation. Apelin may serve as a potential therapeutic target in HCC, given its role in promoting tumour angiogenesis and poor patient outcomes.

摘要

阿片素受体(APJ)是肿瘤血管生成的关键因子,但它在肝细胞癌(HCC)中的作用尚不清楚。本研究旨在采用多组学方法阐明阿片素/APJ 通路在 HCC 中的功能,并鉴定潜在的治疗生物标志物。从批量转录组学中鉴定与阿片素/APJ 轴相关的差异表达基因,以揭示与 HCC 相关的差异。单细胞和空间转录组学用于定位和分析这些基因的功能。构建机器学习模型根据阿片素/APJ 表达预测结局,并进行实验验证以探索该通路对 HCC 血管生成的影响。单细胞分析显示内皮细胞中 APJ/Aplin 过度表达。高阿片素/APJ 的内皮细胞(EC)的干性增强,以及 TGFb、氧化应激和 PI3K/AKT 通路基因的表达增强。空间转录组学证实,具有高 APJ 评分的 EC 群体在肿瘤内富集。机器学习模型显示出较高的预后准确性。高 APJ 表达与较差的结局相关(p=0.001),AUC 值较高(1 年、3 年、5 年)(0.95、0.97、0.98)。高危组还存在免疫抑制和免疫治疗无反应性。实验验证表明,沉默阿片素可减少血管生成(p<0.05)、内皮细胞增殖、降低 ANG2、KLF2、VEGFA 的表达以及降低 ERK1/2 磷酸化。鉴于阿片素在促进肿瘤血管生成和患者预后不良方面的作用,它可能成为 HCC 的潜在治疗靶点。

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