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揭示MRC1对免疫浸润和患者预后的影响:基于单细胞和批量测序的泛癌分析

Unveiling the Impact of MRC1 on Immune Infiltration and Patient's Prognosis: A Pan-Cancer Analysis Based on Single-Cell and Bulk Sequencing.

作者信息

Wu Zhiwei, Huang Changhao

机构信息

Department of Organ Transplantation, XiangYa Hospital of Central South University, Changsha, People's Republic of China.

出版信息

Int J Gen Med. 2024 Jun 4;17:2575-2592. doi: 10.2147/IJGM.S461144. eCollection 2024.

Abstract

PURPOSE

Mannose receptor C-type 1 (MRC1) is an endocytic lectin receptor primarily expressed in macrophages, dendritic cells, and some endothelial cells. However, the role of MRC1 in cancers remains unclear.

METHODS

We analyzed MRC1 expression using The Cancer Genome Atlas (TCGA), Genotype-Tissue Expression (GTEx), Cancer Cell Line Encyclopedia (CCLE), and single-cell datasets. We systematically explored the prognostic implications and diagnostic value of MRC1. Immune-related indicators, including immune cells, immune scores, and immune checkpoint molecules, were used to estimate their correlation with MRC1 expression. Finally, we explored its potential ties to immunotherapy success markers such as tumor mutation burden and DNA repair genes.

RESULTS

MRC1 showed both pro- and anti-tumor leanings depending on the cancer types. High levels correlated with poorer outcomes in six cancers but improved prognosis in some cancers like glioblastoma multiforme. This trend extended to the immune arena, where MRC1 intertwined with diverse immune parameters, suggesting its influence on affecting the tumor's immunological landscape. Intriguingly, its expression positively associated with factors favoring immunotherapy efficacy while negatively correlating with some potential barriers. Single-cell analysis pinpointed a specific link between MRC1 and DNA damage/repair pathways in breast cancer.

CONCLUSION

Our study provides a comprehensive landscape of MRC1 levels and diverse regulatory patterns in different cancers, deepening the understanding of MRC1's roles in tumorigenesis and immunity.

摘要

目的

甘露糖受体C型1(MRC1)是一种内吞凝集素受体,主要表达于巨噬细胞、树突状细胞和一些内皮细胞中。然而,MRC1在癌症中的作用仍不清楚。

方法

我们使用癌症基因组图谱(TCGA)、基因型-组织表达(GTEx)、癌细胞系百科全书(CCLE)和单细胞数据集分析了MRC1的表达。我们系统地探讨了MRC1的预后意义和诊断价值。使用包括免疫细胞、免疫评分和免疫检查点分子在内的免疫相关指标来评估它们与MRC1表达的相关性。最后,我们探索了它与免疫治疗成功标志物如肿瘤突变负担和DNA修复基因的潜在联系。

结果

根据癌症类型,MRC1表现出促肿瘤和抗肿瘤的倾向。在六种癌症中,高水平与较差的预后相关,但在多形性胶质母细胞瘤等一些癌症中预后改善。这种趋势延伸到免疫领域,MRC1与多种免疫参数相互交织,表明其对肿瘤免疫格局有影响。有趣的是,其表达与有利于免疫治疗疗效的因素呈正相关,而与一些潜在障碍呈负相关。单细胞分析确定了MRC1与乳腺癌DNA损伤/修复途径之间的特定联系。

结论

我们的研究提供了不同癌症中MRC1水平和多种调控模式的全面情况,加深了对MRC1在肿瘤发生和免疫中作用的理解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cc9f/11162242/68266896bc3a/IJGM-17-2575-g0001.jpg

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