Identification of potential regulatory long non-coding RNA-associated competing endogenous RNA axes in periplaque regions in multiple sclerosis

被引:9
作者
Sabaie, Hani [1 ]
Khorami Rouz, Sharareh [2 ]
Kouchakali, Ghazal [3 ]
Heydarzadeh, Samaneh [3 ]
Asadi, Mohammad Reza [1 ]
Sharifi-Bonab, Mirmohsen [1 ]
Hussen, Bashdar Mahmud [4 ,5 ]
Taheri, Mohammad [6 ,7 ]
Ayatollahi, Seyed Abdulmajid [8 ]
Rezazadeh, Maryam [1 ]
机构
[1] Tabriz Univ Med Sci, Tabriz Valiasr Hosp, Clin Res Dev Unit, Tabriz, Iran
[2] Manipal Univ, Sch Life Sci, Dubai, U Arab Emirates
[3] Tabriz Univ Med Sci, Fac Med, Dept Med Genet, Tabriz, Iran
[4] Hawler Med Univ, Coll Pharm, Dept Pharmacognosy, Erbil, Iraq
[5] Lebanese French Univ, Ctr Res & Strateg Studies, Erbil, Iraq
[6] Shahid Beheshti Univ Med Sci, Urol & Nephrol Res Ctr, Tehran, Iran
[7] Jena Univ Hosp, Inst Human Genet, Jena, Germany
[8] Shahid Beheshti Univ Med Sci, Phytochemistry Res Ctr, Tehran, Iran
关键词
bioinformatic analysis; competing endogenous RNA; long non-coding RNA; microarray analysis; multiple sclerosis; periplaque; P120; CATENIN; EXPRESSION PROFILE; KAPOSI-SARCOMA; LESIONS; CERNA; GENE; SP3; ACCUMULATION; PATHOLOGY; DISEASES;
D O I
10.3389/fgene.2022.1011350
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Slow-burning inflammation at the lesion rim is connected to the expansion of chronic multiple sclerosis (MS) lesions. However, the underlying processes causing expansion are not clearly realized. In this context, the current study used a bioinformatics approach to identify the expression profiles and related lncRNA-associated ceRNA regulatory axes in the periplaque region in MS patients. Expression data (GSE52139) from periplaque regions in the secondary progressive MS spinal cord and controls were downloaded from the Gene Expression Omnibus database (GEO), which has details on mRNAs and lncRNAs. Using the R software's limma package, the differentially expressed lncRNAs (DElncRNAs) and mRNAs (DEmRNAs) were found. The RNA interactions were also found using the DIANA-LncBase, miRTarBase, and HMDD databases. The Pearson correlation coefficient was used to determine whether there were any positive correlations between DEmRNAs and DElncRNAs in the ceRNA network. Finally, lncRNA-associated ceRNA axes were created based on co-expression and connections between DElncRNA, miRNA, and DEmRNA. We used the Enrichr tool to enrich the biological process, molecular function, and pathways for DEmRNAs and DElncRNAs. A network of DEmRNAs' protein-protein interactions was developed, and the top five hub genes were found using Cytoscape and STRING. The current study indicates that 15 DEmRNAs, including FOS, GJA1, NTRK2, CTNND1, and SP3, are connected to the MS ceRNA network. Additionally, four DElncRNAs (such as TUG1, ASB16-AS1, and LINC01094) that regulated the aforementioned mRNAs by sponging 14 MS-related miRNAs (e.g., hsa-miR-145-5p, hsa-miR-200a-3p, hsa-miR-20a-5p, hsa-miR-22-3p, hsa-miR-23a-3p, hsa-miR-27a-3p, hsa-miR-29b-3p, hsa-miR-29c-3p, hsa-miR-34a-5p) were found. In addition, the analysis of pathway enrichment revealed that DEmRNAs were enriched in the pathways for the "MAPK signaling pathway ", "Kaposi sarcoma-associated herpesvirus infection ", "Human immunodeficiency virus one infection ", "Lipid and atherosclerosis ", and "Amphetamine addiction ". Even though the function of these ceRNA axes needs to be investigated further, this study provides research targets for studying ceRNA-mediated molecular mechanisms related to periplaque demyelination in MS.
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页数:14
相关论文
共 96 条
[1]   Competing Endogenous RNAs, Non-Coding RNAs and Diseases: An Intertwined Story [J].
Ala, Ugo .
CELLS, 2020, 9 (07) :1-23
[2]   Environmental modifiable risk factors for multiple sclerosis: Report from the 2016 ECTRIMS focused workshop [J].
Amato, Maria Pia ;
Derfuss, Tobias ;
Hemmer, Bernard ;
Liblau, Roland ;
Montalban, Xavier ;
Sorensen, Per Soelberg ;
Miller, David H. .
MULTIPLE SCLEROSIS JOURNAL, 2018, 24 (05) :590-603
[3]   Inhibition of RhoA by p120 catenin [J].
Anastasiadis, PZ ;
Moon, SY ;
Thoreson, MA ;
Mariner, DJ ;
Crawford, HC ;
Zheng, Y ;
Reynolds, AB .
NATURE CELL BIOLOGY, 2000, 2 (09) :637-644
[4]   The multiple sclerosis drug fingolimod (FTY720) stimulates neuronal gene expression, axonal growth and regeneration [J].
Anastasiadou, Sofia ;
Knoell, Bernd .
EXPERIMENTAL NEUROLOGY, 2016, 279 :243-260
[5]   Connexin 43/47 channels are important for astrocyte/oligodendrocyte cross-talk in myelination and demyelination [J].
Basu, Rahul ;
Das Sarma, Jayasri .
JOURNAL OF BIOSCIENCES, 2018, 43 (05) :1055-1068
[6]   PROTEINS OF MYELIN AND THEIR METABOLISM [J].
BENJAMINS, JA ;
MORELL, P .
NEUROCHEMICAL RESEARCH, 1978, 3 (02) :137-174
[7]   Gm15575 functions as a ceRNA to up-regulate CCL7 expression through sponging miR-686 in Th17 cells [J].
Bian, Zhengying ;
Lei, Wen ;
Li, Qianwen ;
Xue, Wenyao ;
Gao, Yue ;
Zeng, Yu ;
Wang, Yimeng ;
Tang, Lei ;
Tang, Tiejun ;
Chen, Cong ;
Gao, Xiangdong ;
Guo, Wei .
MOLECULAR IMMUNOLOGY, 2020, 125 :32-42
[8]   Genenames.org: the HGNC and VGNC resources in 2019 [J].
Braschi, Bryony ;
Denny, Paul ;
Gray, Kristian ;
Jones, Tamsin ;
Seal, Ruth ;
Tweedie, Susan ;
Yates, Bethan ;
Bruford, Elspeth .
NUCLEIC ACIDS RESEARCH, 2019, 47 (D1) :D786-D792
[9]   Competing Endogenous RNA Regulations in Neurodegenerative Disorders: Current Challenges and Emerging Insights [J].
Cai, Yifei ;
Wan, Jun .
FRONTIERS IN MOLECULAR NEUROSCIENCE, 2018, 11
[10]   The Emerging Role of MicroRNA in Schizophrenia [J].
Caputo, Viviana ;
Ciolfi, Andrea ;
Macri, Simone ;
Pizzuti, Antonio .
CNS & NEUROLOGICAL DISORDERS-DRUG TARGETS, 2015, 14 (02) :208-221