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增殖期子宫内膜的单细胞转录组学:使用CellChat对细胞间通讯网络进行系统分析

Single-Cell Transcriptomics of Proliferative Phase Endometrium: Systems Analysis of Cell-Cell Communication Network Using CellChat.

作者信息

Fang Zishui, Tian Yao, Sui Cong, Guo Yaxin, Hu Xinyao, Lai Youhua, Liao Zhiqi, Li Jie, Feng Guihai, Jin Lei, Qian Kun

机构信息

Reproductive Medicine Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.

State Key Laboratory of Stem Cell and Reproductive Biology, Institute of Zoology, Chinese Academy of Sciences, Beijing, China.

出版信息

Front Cell Dev Biol. 2022 Jul 22;10:919731. doi: 10.3389/fcell.2022.919731. eCollection 2022.

Abstract

The endometrium thickness increases by which endometrial angiogenesis occurs in parallel with the rapid growth of endometrium during the proliferative phase, which is orchestrated by complex cell-cell interactions and cytokine networks. However, the intercellular communication has not been fully delineated. In the present work, we studied the cell-cell interactome among cells of human proliferative phase endometrium using single-cell transcriptomics. The transcriptomes of 33,240 primary endometrial cells were profiled at single-cell resolution. CellChat was used to infer the cell-cell interactome by assessing the gene expression of receptor-ligand pairs across cell types. In total, nine cell types and 88 functionally related signaling pathways were found. Among them, growth factors and angiogenic factor signaling pathways, including EGF, FGF, IGF, PDGF, TGFb, VEGF, ANGPT, and ANGPTL that are highly associated with endometrial growth, were further analyzed and verified. The results showed that stromal cells and proliferating stromal cells represented cell-cell interaction hubs with a large number of EGF, PDGF incoming signals, and FGF outgoing signals. Endothelial cells exhibited cell-cell interaction hubs with a plenty of VEGF, TGFb incoming signals, and ANGPT outgoing signals. Unciliated epithelial cells, ciliated epithelial cells, and macrophages exhibited cell-cell interaction hubs with substantial EGF outgoing signals. Ciliated epithelial cells represented cell-cell interaction hubs with a large number of IGF and TGFb incoming signals. Smooth muscle cells represented lots of PDGF incoming signals and ANGPT and ANGPTL outgoing signals. This study deconvoluted complex intercellular communications at the single-cell level and predicted meaningful biological discoveries, which deepened the understanding of communications among endometrial cells.

摘要

在增殖期,随着子宫内膜的快速生长,子宫内膜厚度增加,同时子宫内膜血管生成也会发生,这是由复杂的细胞间相互作用和细胞因子网络所调控的。然而,细胞间通讯尚未完全阐明。在本研究中,我们使用单细胞转录组学研究了人增殖期子宫内膜细胞间的相互作用组。以单细胞分辨率分析了33240个原代子宫内膜细胞的转录组。通过评估跨细胞类型的受体-配体对的基因表达,使用CellChat推断细胞间相互作用组。总共发现了9种细胞类型和88条功能相关的信号通路。其中,进一步分析并验证了与子宫内膜生长高度相关的生长因子和血管生成因子信号通路,包括EGF、FGF、IGF、PDGF、TGFb、VEGF、ANGPT和ANGPTL。结果显示,基质细胞和增殖性基质细胞代表细胞间相互作用枢纽,有大量的EGF、PDGF传入信号以及FGF传出信号。内皮细胞表现为细胞间相互作用枢纽,有大量的VEGF、TGFb传入信号以及ANGPT传出信号。无纤毛上皮细胞、纤毛上皮细胞和巨噬细胞表现为具有大量EGF传出信号的细胞间相互作用枢纽。纤毛上皮细胞代表具有大量IGF和TGFb传入信号的细胞间相互作用枢纽。平滑肌细胞表现出大量的PDGF传入信号以及ANGPT和ANGPTL传出信号。本研究在单细胞水平上解析了复杂的细胞间通讯,并预测了有意义的生物学发现,加深了对子宫内膜细胞间通讯的理解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9bb2/9352955/0de3a2b48edb/fcell-10-919731-g001.jpg

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