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免疫细胞与肝细胞癌之间的因果关系:一项孟德尔随机化研究

Causal relationship between immune cells and hepatocellular carcinoma: a Mendelian randomisation study.

作者信息

Tang Jingyi, Zhang Shengke, Jiang Lai, Liu Jie, Xu Jiayu, Jiang Chenglu, Chen Zipei, Zhou Xuancheng, Fuller Claire, Huang Jinbang, Chen Haiqing, Yang Guanhu, Bai Changsong, Yin Defeng, Li Bo, Chi Hao

机构信息

Department of General Surgery (Hepatopancreatobiliary surgery), The Affiliated Hospital, Southwest Medical University, Luzhou 646000, China.

Academician (Expert) Workstation of Sichuan Province, Metabolic Hepatobiliary and Pancreatic Diseases Key Laboratory of Luzhou City, The Affiliated Hospital, Southwest Medical University, Sichuan, China.

出版信息

J Cancer. 2024 Jun 3;15(13):4219-4231. doi: 10.7150/jca.96744. eCollection 2024.

Abstract

Hepatocellular carcinoma (HCC), the predominant malignancy of the digestive tract, ranks as the third most common cause of cancer-related mortality globally, significantly impeding human health and lifespan. Emerging immunotherapeutic approaches have ignited fresh optimism for patient outcomes. This investigation probes the link between 731 immune cell phenotypes and HCC through Mendelian Randomization and single-cell sequencing, aiming to unearth viable drug targets and dissect HCC's etiology. We conducted an exhaustive two-sample Mendelian Randomization analysis to ascertain the causal links between immune cell features and HCC, utilizing publicly accessible genetic datasets to explore the causal connections of 731 immune cell traits with HCC susceptibility. The integrity, diversity, and potential horizontal pleiotropy of these findings were rigorously assessed through extensive sensitivity analyses. Furthermore, single-cell sequencing was employed to penetrate the pathogenic underpinnings of HCC. Establishing a significance threshold of pval_Inverse.variance.weighted at 0.05, our study pinpointed five immune characteristics potentially elevating HCC risk: B cell % CD3- lymphocyte (TBNK panel), CD25 on IgD+ (B cell panel), HVEM on TD CD4+ (Maturation stages of T cell panel), CD14 on CD14+ CD16- monocyte (Monocyte panel), CD4 on CD39+ activated Treg ( Treg panel). Conversely, various cellular phenotypes tied to BAFF-R expression emerged as protective elements. Single-cell sequencing unveiled profound immune cell phenotype interactions, highlighting marked disparities in cell communication and metabolic activities. Leveraging MR and scRNA-seq techniques, our study elucidates potential associations between 731 immune cell phenotypes and HCC, offering a window into the molecular interplays among cellular phenotypes, and addressing the limitations of mono-antibody therapeutic targets.

摘要

肝细胞癌(HCC)是消化道的主要恶性肿瘤,是全球癌症相关死亡的第三大常见原因,严重影响人类健康和寿命。新兴的免疫治疗方法为患者预后带来了新的希望。本研究通过孟德尔随机化和单细胞测序探究731种免疫细胞表型与HCC之间的联系,旨在挖掘可行的药物靶点并剖析HCC的病因。我们进行了详尽的两样本孟德尔随机化分析,以确定免疫细胞特征与HCC之间的因果关系,利用公开可用的遗传数据集探索731种免疫细胞特征与HCC易感性的因果联系。通过广泛的敏感性分析对这些发现的完整性、多样性和潜在的水平多效性进行了严格评估。此外,采用单细胞测序深入了解HCC的发病机制。我们的研究设定pval_Inverse.variance.weighted的显著性阈值为0.05,确定了五种可能增加HCC风险的免疫特征:B细胞% CD3 - 淋巴细胞(TBNK panel)、IgD + 上的CD25(B细胞panel)、TD CD4 + 上的HVEM(T细胞panel的成熟阶段)、CD14 + CD16 - 单核细胞上的CD14(单核细胞panel)、CD39 + 活化Treg上的CD4(Treg panel)。相反,与BAFF - R表达相关的各种细胞表型成为保护因素。单细胞测序揭示了深刻的免疫细胞表型相互作用,突出了细胞通讯和代谢活动的显著差异。利用MR和scRNA - seq技术,我们的研究阐明了731种免疫细胞表型与HCC之间的潜在关联,为细胞表型之间的分子相互作用提供了一个窗口,并解决了单克隆抗体治疗靶点的局限性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/14e4/11212088/55393a78dab1/jcav15p4219g001.jpg

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