Suppr超能文献

单细胞RNA测序揭示了人类正常与退变髓核组织特征及细胞相互作用的差异。

Single-Cell RNA Sequencing Reveals the Difference in Human Normal and Degenerative Nucleus Pulposus Tissue Profiles and Cellular Interactions.

作者信息

Li Zhencong, Ye Dongping, Dai Libing, Xu Yude, Wu Hao, Luo Wei, Liu Yiming, Yao Xiguan, Wang Peigeng, Miao Haixiong, Xu Jiake, Liang Weiguo

机构信息

Guangzhou City Red Cross Hospital, The Fourth Affiliated Hospital of Medical College, Jinan University, Guangzhou, China.

School of Biomedical Sciences, The University of Western Australia, Perth, WA, Australia.

出版信息

Front Cell Dev Biol. 2022 Jul 7;10:910626. doi: 10.3389/fcell.2022.910626. eCollection 2022.

Abstract

The nucleus pulposus is a constituent structure of the human intervertebral disc, and its degeneration can cause intervertebral disc degeneration (IDD). However, the cellular and molecular mechanisms involved remain elusive. Through bioinformatics analysis, the single-cell transcriptome sequencing expression profiles of human normal nucleus pulposus (NNP) cells and human degenerative nucleus pulposus (DNP) cells were compared to clarify the transcriptome differential expression profiles of human NNP and DNP. The single-cell sequencing results of the two samples were analyzed using bioinformatics methods to compare the differences in histiocytosis between human NNP and DNP, map the histiocytes of NNP and DNP, perform cell differentiation trajectories for the cell populations of interest and predict cell function, and explore their heterogeneity by pathway analysis and Gene Ontology analysis. Nine cell types were identified, which were chondrocyte 1, chondrocyte 2, chondrocyte 3, chondrocyte 4, chondrocyte 5, endothelial, macrophage, neutrophil, and T cells. Analysis of the proportion of chondrocytes in different tissues revealed that chondrocyte 1 accounted for a higher proportion of NNP cells and highly expressed COL2A1 compared with DNP cells; chondrocyte 2, chondrocyte 3, chondrocyte 4, and chondrocyte 5 accounted for a higher proportion of DNP cells compared with NNP cells. Among them, chondrocyte 2 was an inhibitory calcified chondrocyte with high expression of MGP, chondrocytes 3 were fibrochondrocytes with high expression of COL1A1, chondrocytes 4 were chondrocytes that highly express pain inflammatory genes such as PTGES, and chondrocytes 5 were calcified chondrocytes with high expression of FN1 (chondrocytes 4 and chondrocytes 5 were found for the first time in a study of single-cell transcriptome sequencing of disc tissue). Cell trajectory analysis revealed that chondrocyte 1 was at the beginning of the trajectory and chondrocyte 3 was at the end of the trajectory, while chondrocyte 5 appeared first in the trajectory relative to chondrocyte 2 and chondrocyte 4. After functional identification of the specifically expressed genes in five chondrocytes, it was found that chondrocyte 1 was a chondrocyte with high expression of COL2A1, COL9A2, COL11A2, and CHRDL2 in a high proportion of NNP cells, and chondrocyte 3 was a fibrochondrocyte with high expression of COL1A1, COL6A3, COL1A2, COL3A1, AQP1, and COL15A1 in an increased proportion during nucleus pulposus cell degeneration. Through cell trajectory analysis, it was found that chondrocytes 5 specifically expressing FN1, SESN2, and GDF15 may be the key cells leading to degeneration of nucleus pulposus cells. Chondrocytes 2 expressing MGP, MT1G, and GPX3 may play a role in reversing calcification and degeneration, and chondrocytes 4 expressing PTGES, TREM1, and TIMP1 may play a role in disc degeneration pain and inflammation.

摘要

髓核是人体椎间盘的一个组成结构,其退变可导致椎间盘退变(IDD)。然而,其中涉及的细胞和分子机制仍不清楚。通过生物信息学分析,比较了人正常髓核(NNP)细胞和人退变髓核(DNP)细胞的单细胞转录组测序表达谱,以阐明人NNP和DNP的转录组差异表达谱。使用生物信息学方法分析两个样本的单细胞测序结果,比较人NNP和DNP之间组织细胞增多症的差异,绘制NNP和DNP的组织细胞图谱,对感兴趣的细胞群体进行细胞分化轨迹分析并预测细胞功能,并通过通路分析和基因本体分析探索它们的异质性。鉴定出9种细胞类型,分别是软骨细胞1、软骨细胞2、软骨细胞3、软骨细胞4、软骨细胞5、内皮细胞、巨噬细胞、中性粒细胞和T细胞。对不同组织中软骨细胞比例的分析表明,软骨细胞1在NNP细胞中占比更高,与DNP细胞相比,其COL2A1表达水平高;软骨细胞2、软骨细胞3、软骨细胞4和软骨细胞5在DNP细胞中的占比高于NNP细胞。其中,软骨细胞2是一种抑制性钙化软骨细胞,MGP表达水平高,软骨细胞3是成纤维软骨细胞,COL1A1表达水平高,软骨细胞4是高表达PTGES等疼痛炎症基因的软骨细胞,软骨细胞5是FN1表达水平高的钙化软骨细胞(软骨细胞4和软骨细胞5是在椎间盘组织单细胞转录组测序研究中首次发现)。细胞轨迹分析表明,软骨细胞1位于轨迹起始处,软骨细胞3位于轨迹末端,而软骨细胞5相对于软骨细胞2和软骨细胞4在轨迹中最先出现。对5种软骨细胞中特异性表达基因进行功能鉴定后发现,软骨细胞1是在高比例NNP细胞中高表达COL

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5b2d/9301035/14edca36b926/fcell-10-910626-g001.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验