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鉴定和验证椎间盘退变中与铁死亡相关的长链非编码 RNA 特征。

Identification and validation of ferroptosis-related lncRNA signature in intervertebral disc degeneration.

机构信息

Department of Spine Surgery, Beijing Jishuitan Hospital, Capital Medical University, Xicheng District, Beijing 100035, PR China.

Department of Medical Oncology, National Cancer Center, Beijing 100021, PR China; National Clinical Research Center for Cancer, Beijing 100021, PR China; Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, PR China.

出版信息

Gene. 2024 Jul 1;914:148381. doi: 10.1016/j.gene.2024.148381. Epub 2024 Mar 15.

Abstract

Low back pain influences people of every age and is one of the major contributors to the global cost of illness. Intervertebral disc degeneration (IVDD) is a major contributor to low back pain, but its pathogenesis is unknown. Recently, ferroptosis has been shown to have a substantial role in modulating IVDD progression. However, the function of ferroptosis-related long non-coding RNAs (lncRNAs) has rarely been reported in IVDD. Consequently, the research was conducted to explore the ferroptosis-related lncRNA signature in the IVDD occurrence and development. We analyzed two datasets (GSE167199 and GSE167931) archived in the NCBI Gene Expression Omnibus (GEO) public database. We screened differentially expressed genes (DEGs) and differentially expressed lncRNAs (DELncs) in these datasets using the limma package. Ferroptosis-related genes (FRGs) were derived from the FerrDb V2 website and the intersection of DEGs and FRGs was considered as differentially expressed ferroptosis-related genes (DFGs). These genes were then subjected to Gene Ontology and Kyoto Encyclopedia of Genes and Genomes analysis. Correlations between DFGs and DELncs were shown by Pearson test to determine differential expression of ferroptosis-related lncRNAs. The Pearson test showed that CPEB1-HTR2A-AS1 and ACSL3-DNAJC27-AS1 pairs had correlation coefficients over 0.9. Twenty ferroptosis-related lncRNAs were identified and validated in IVDD. Eight of these lncRNAs were upregulated in IVDD nucleus pulposus cells, including HTR2A-AS1, MIF-AS1, SLC8A1-AS1, LINC00942, DUXAP8, LINC00161, LUCAT1 and LINC01615. Twelve were downregulated in IVDD nucleus pulposus cells, including DNAJC27-AS1, H19, LINC01588, LINC02015, FLNC1, CARMN, PRKG1-AS1, APCDD1L-DT, LINC00839, LINC00536, LINC00710 and LINC01535. Eighteen of the 20 lncRNAs (excluding H19 and LUCAT1) were identified as ferroptosis-related lncRNAs for the first time and verified in IVDD. We have identified a ferroptosis-related lncRNA signature involved in IVDD and revealed a close relationship between CPEB1 and HTR2A-AS1, and between ACSL3 and DNAJC27-AS1. Our findings indicate that ferroptosis-related lncRNAs are a new target set for the early detection and therapy of IVDD.

摘要

下背痛影响着各个年龄段的人,是全球疾病负担的主要原因之一。椎间盘退变(IVDD)是导致下背痛的主要原因之一,但其发病机制尚不清楚。最近,铁死亡在调节 IVDD 进展方面的作用已得到充分证实。然而,铁死亡相关长链非编码 RNA(lncRNA)在 IVDD 中的功能很少被报道。因此,本研究旨在探讨铁死亡相关 lncRNA 标志物在 IVDD 发生发展中的作用。我们分析了两个存储在 NCBI 基因表达综合数据库(GEO)公共数据库中的数据集(GSE167199 和 GSE167931)。我们使用 limma 软件包筛选了这些数据集中的差异表达基因(DEGs)和差异表达 lncRNA(DELncs)。铁死亡相关基因(FRGs)来源于 FerrDb V2 网站,DEGs 和 FRGs 的交集被认为是差异表达的铁死亡相关基因(DFGs)。然后,我们对这些基因进行了基因本体论和京都基因与基因组百科全书分析。通过 Pearson 检验显示 DFGs 和 DELncs 之间的相关性,以确定铁死亡相关 lncRNA 的差异表达。Pearson 检验显示 CPEB1-HTR2A-AS1 和 ACSL3-DNAJC27-AS1 对的相关系数超过 0.9。我们在 IVDD 中鉴定并验证了 20 个铁死亡相关 lncRNA。其中 8 个在 IVDD 髓核细胞中上调,包括 HTR2A-AS1、MIF-AS1、SLC8A1-AS1、LINC00942、DUXAP8、LINC00161、LUCAT1 和 LINC01615。12 个在 IVDD 髓核细胞中下调,包括 DNAJC27-AS1、H19、LINC01588、LINC02015、FLNC1、CARMN、PRKG1-AS1、APCDD1L-DT、LINC00839、LINC00536、LINC00710 和 LINC01535。这 20 个 lncRNA 中的 18 个(不包括 H19 和 LUCAT1)首次被鉴定为与 IVDD 相关的铁死亡相关 lncRNA,并在 IVDD 中得到验证。我们已经确定了一个与 IVDD 相关的铁死亡相关 lncRNA 特征,并揭示了 CPEB1 与 HTR2A-AS1 之间以及 ACSL3 与 DNAJC27-AS1 之间的密切关系。我们的研究结果表明,铁死亡相关 lncRNA 是 IVDD 早期检测和治疗的一个新靶点。

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