Integration of miRNA in exosomes and single-cell RNA-seq profiles in endemic osteoarthritis, Kashin–Beck disease

IF 5 3区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY
BioFactors Pub Date : 2023-12-29 DOI:10.1002/biof.2033
Xi Wang, Yu Zhang, Yifan Wu, Chaowei Wang, Shujin Li, Yuequan Yuan, Xi Lv, Yanli Liu, Feihong Chen, Sijie Chen, Feiyu Zhang, Xiong Guo, Yujie Ning, Hongmou Zhao
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引用次数: 0

Abstract

Kashin–Beck disease (KBD) is an endemic, chronic degenerative joint disease in China. Exosomes miRNAs, as signaling molecules in intercellular communication, can transfer specific biological martials into target cell to regulate their function and might participate in the pathogenesis of KBD. We isolated serum and chondrocytes-derived exosomes, miRNA sequencing revealed exosomes miRNA profiles and differentially expressed miRNAs (DE-miRNAs) were identified. The target genes were predicted of known and novel DE-miRNAs with TargetScan 5.0 and miRanda 3.3a database. Single-cell RNA sequencing (scRNA-seq) was performed to identify chondrocyte clusters and their gene signatures in KBD. And we performed comparative analysis between the serum and chondrocytes-derived exosomes DE-miRNA target genes and differentially expressed genes of each cell clusters. A total of 20 DE-miRNAs were identified in serum-derived exosomes. In the miRNA expression of chondrocytes-derived exosomes, 53 DE-miRNAs were identified. 16,063 predicted targets were identified as the target genes in the serum-derived exosomes, 57,316 predicted targets were identified as the target genes in the chondrocytes-derived exosomes. Seven clusters were labeled by cell type according to the expression of previously described markers. Three hundred fifteen common genes were found among serum/chondrocytes-derived exosomes DE-miRNA target genes and DEGs identified by scRNA-seq analysis. We firstly integratly analyzed the serum and chondrocytes exosomes miRNA with single-cell RNA sequencing (scRNA-seq) data of KBD chondrocyte, the results showed that DE-miRNAs in exosomes might play a potential role in regulating genes expression in different KBD chondrocytes clusters by exosomes mediating cell–cell communications functions, which could improve the new diagnosis and treatment methods for KBD.

Abstract Image

整合地方性骨关节炎、卡申-贝克病的外泌体 miRNA 和单细胞 RNA-seq 图谱
卡欣贝克病(KBD)是中国一种地方性慢性退行性关节病。外泌体miRNA作为细胞间通讯的信号分子,可将特定的生物基因转入靶细胞,调控靶细胞的功能,可能参与KBD的发病机制。我们分离了血清和软骨细胞来源的外泌体,通过miRNA测序发现了外泌体miRNA谱,并鉴定了差异表达的miRNAs(DE-miRNAs)。利用 TargetScan 5.0 和 miRanda 3.3a 数据库预测了已知和新型 DE-miRNA 的靶基因。我们进行了单细胞 RNA 测序(scRNA-seq),以确定 KBD 中的软骨细胞群及其基因特征。我们还对血清和软骨细胞外泌体的 DE-miRNA 靶基因和各细胞集群的差异表达基因进行了比较分析。在血清来源的外泌体中共鉴定出 20 个 DE-miRNA。在软骨细胞外泌体的 miRNA 表达中,发现了 53 个 DE-miRNA。在血清来源的外泌体中发现了 16,063 个预测靶基因,在软骨细胞来源的外泌体中发现了 57,316 个预测靶基因。根据先前描述的标记物的表达,按细胞类型标记了七个群组。在血清/软骨细胞来源的外泌体 DE-miRNA 靶基因和 scRNA-seq 分析确定的 DEGs 中发现了 315 个共同基因。我们首先将血清和软骨细胞外泌体miRNA与KBD软骨细胞的单细胞RNA测序(scRNA-seq)数据进行了整合分析,结果表明外泌体中的DE-miRNA可能通过外泌体介导的细胞间通讯功能,在调控不同KBD软骨细胞集群的基因表达中发挥潜在作用,从而可以改进KBD的新诊断和治疗方法。
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来源期刊
BioFactors
BioFactors 生物-内分泌学与代谢
CiteScore
11.50
自引率
3.30%
发文量
96
审稿时长
6-12 weeks
期刊介绍: BioFactors, a journal of the International Union of Biochemistry and Molecular Biology, is devoted to the rapid publication of highly significant original research articles and reviews in experimental biology in health and disease. The word “biofactors” refers to the many compounds that regulate biological functions. Biological factors comprise many molecules produced or modified by living organisms, and present in many essential systems like the blood, the nervous or immunological systems. A non-exhaustive list of biological factors includes neurotransmitters, cytokines, chemokines, hormones, coagulation factors, transcription factors, signaling molecules, receptor ligands and many more. In the group of biofactors we can accommodate several classical molecules not synthetized in the body such as vitamins, micronutrients or essential trace elements. In keeping with this unified view of biochemistry, BioFactors publishes research dealing with the identification of new substances and the elucidation of their functions at the biophysical, biochemical, cellular and human level as well as studies revealing novel functions of already known biofactors. The journal encourages the submission of studies that use biochemistry, biophysics, cell and molecular biology and/or cell signaling approaches.
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