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基于RNA测序和实验验证鉴定半月板退变中自噬相关mRNA及潜在的ceRNA网络。

Identifying autophagy-related mRNAs and potential ceRNA networks in meniscus degeneration based on RNA sequencing and experimental validation.

作者信息

Zhang Jun, Zhu Jiayong, Zou Xinyu, Liu Yiming, Zhao Boming, Chen Liaobin, Li Bin, Chen Biao

机构信息

Department of Orthopedics, The First Hospital of Nanchang, The Third Affiliated Hospital of Nanchang University, Nanchang, 330008, Jiangxi, China.

Division of Joint Surgery and Sports Medicine, Department of Orthopedic Surgery, Zhongnan Hospital of Wuhan University, Wuhan, 430000, Hubei, China.

出版信息

Heliyon. 2024 Jun 12;10(12):e32782. doi: 10.1016/j.heliyon.2024.e32782. eCollection 2024 Jun 30.

Abstract

PURPOSE

The intimate connection between long noncoding RNA (lncRNA) and autophagy has been established in cartilage degeneration. However, their roles in meniscal degeneration remain ambiguous. This study aimed to identify the key autophagy-related lncRNA and its associated regulatory network in meniscal degeneration in the context of osteoarthritis (OA).

METHODS

RNA sequencing was performed to identify differentially expressed lncRNAs (DELs) and mRNAs (DEMs), which were then conducted to enrichment analyses using the DAVID database and Metascape. Autophagy-related DEMs were identified by combining DEMs with data from the Human Autophagy Database. Three databases were used to predict miRNA, and the DIANA LncBase Predicted database was utilized to predict miRNA-lncRNA interactions. Based on these predictions, comprehensive competitive endogenous RNA (ceRNA) network were constructed. The expression levels of the classical autophagy markers and autophagy-related ceRNA network were validated. Additionally, Gene Set Enrichment Analysis (GSEA) was performed using autophagy-related DEMs.

RESULTS

310 DELs and 320 DEMs were identified, with five upregulated and one downregulated autophagy-related DEMs. Through reverse prediction of miRNA, paired miRNA-lncRNA interactions, and verification using RT-qPCR, two lncRNAs (PCAT19, CLIP1-AS1), two miRNA (has-miR-3680-3p and has-miR-4795-3p) and two mRNAs (BAG3 and HSP90AB1) were included in the constructed ceRNA regulatory networks. GSEA indicated that the increased expression of autophagy-related mRNAs inhibited glycosaminoglycan biosynthesis in the degenerative meniscus.

CONCLUSION

This study presented the first construction of regulatory ceRNA network involving autophagy-related lncRNA-miRNA-mRNA interactions in OA meniscus. These findings offered valuable insights into the mechanisms underlying meniscal degeneration and provided potential targets for therapeutic intervention.

摘要

目的

长链非编码RNA(lncRNA)与自噬之间的密切联系已在软骨退变中得到证实。然而,它们在半月板退变中的作用仍不明确。本研究旨在确定骨关节炎(OA)背景下半月板退变中关键的自噬相关lncRNA及其相关调控网络。

方法

进行RNA测序以鉴定差异表达的lncRNAs(DELs)和mRNAs(DEMs),然后使用DAVID数据库和Metascape进行富集分析。通过将DEMs与来自人类自噬数据库的数据相结合来鉴定自噬相关的DEMs。使用三个数据库预测miRNA,并利用DIANA LncBase Predicted数据库预测miRNA-lncRNA相互作用。基于这些预测,构建综合竞争性内源RNA(ceRNA)网络。验证经典自噬标志物和自噬相关ceRNA网络的表达水平。此外,使用自噬相关的DEMs进行基因集富集分析(GSEA)。

结果

鉴定出310个DELs和320个DEMs,其中5个自噬相关的DEMs上调,1个下调。通过miRNA的反向预测、配对的miRNA-lncRNA相互作用以及RT-qPCR验证,构建的ceRNA调控网络中包含两个lncRNAs(PCAT19、CLIP1-AS1)、两个miRNA(has-miR-3680-3p和has-miR-4795-3p)和两个mRNAs(BAG3和HSP90AB1)。GSEA表明,自噬相关mRNAs的表达增加抑制了退变半月板中糖胺聚糖的生物合成。

结论

本研究首次构建了OA半月板中涉及自噬相关lncRNA-miRNA-mRNA相互作用的调控ceRNA网络。这些发现为半月板退变的潜在机制提供了有价值的见解,并为治疗干预提供了潜在靶点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e381/11226846/b9f859fc2497/gr1.jpg

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