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Method Article

Analyses of the Competing Endogenous RNA Network in Rats with Middle Cerebral Artery Occlusion Based on lncRNA, miRNA, and mRNA Expression

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DOI:

10.3791/68876

October 7th, 2025

In This Article

Summary

This study used bioinformatics analyses and experimental validation to systematically investigate the regulatory roles and underlying mechanisms of long noncoding RNAs (lncRNAs) functioning as competitive endogenous RNAs (ceRNAs) in ischemic stroke.

Abstract

This study aims to investigate the regulatory roles and underlying mechanisms of lncRNAs acting as ceRNAs in ischemic stroke. Based on the ceRNA hypothesis, lncRNAs, miRNAs, and mRNAs were identified as components of a regulatory network involved in stroke. Key lncRNAs from the resulting subnetwork were selected for detailed analysis. Functional enrichment analysis using Gene Ontology and pathway mapping through the Kyoto Encyclopedia of Genes and Genomes revealed critical interactions within the lncRNA-associated ceRNA network. Key pathways, including calcium signaling, gap junction signaling, and neuroactive ligand receptor interaction, were further validated using Western blot analysis. The constructed ceRNA network comprised 334 lncRNAs, miRNAs, and mRNAs, with functional enrichment analysis predicting their biological roles. Three lncRNAs with high degree centrality were selected to construct a representative ceRNA subnetwork. Western blot analysis revealed that, compared to the sham group, the expression levels of key proteins -- CaMKII, calmodulin, CX36, PKC, CX43, GRIA3, GABRA6, and NPY1R were significantly downregulated in the model group, while the expression of CaN was significantly upregulated (P < 0.05). These findings suggest that lncRNAs are significantly involved in stroke pathogenesis. In conclusion, lncRNAs acting as ceRNAs serve critical regulatory roles in the pathogenesis of ischemic stroke.

Introduction

Ischemic stroke, a prevalent neurological disorder, leads to permanent brain damage, long-term disability, or death1,2,3,4. MicroRNAs (miRNAs or miR), long noncoding RNAs (lncRNAs), and messenger RNAs (mRNA) form RNA-mediated regulatory networks5,6,7,8. These molecules regulate cellular functions through various complex mechanisms9,10are increasingly recogn....

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Protocol

The animal experiments were approved by the Experimental Ethics Committee of Anhui University of Chinese Medicine (license number: AHUCM-rats-2024006) and conducted in accordance with institutional guidelines and JoVE's animal use standards. Forty male SPF-grade SD rats (220 g ± 30 g) were used in this study. The reagents and equipment used are listed in the Table of Materials.

1. Experimental animals

  1. House the animals in the Animal Experimental Center under standard experimental conditions. Maintain a 12 h light/dark cycle, change bedding daily, and provide free access to food and wate....

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Results

The success rate verification experimental results of each group of rat models are shown in Figure 1. After modeling, neurological function scoring was performed on the rats (Figure 1A). The model group exhibited severe neurological deficits, and those with scores ranging from 1 to 3 were included in subsequent experiments. Figure 1B and C show the TTC staining results, with red representing normal brain tissue and white indicating .......

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Discussion

To investigate the molecular mechanisms underlying stroke pathogenesis and identify potential diagnostic and therapeutic targets, RNA-Seq and small RNA-Seq (sRNA-Seq) analyses were conducted on brain tissues from rats following MCAO. This study primarily aims to investigate the complex regulatory networks involving lncRNAs, miRNAs, and mRNAs. A comprehensive analysis of the RNA-Seq and sRNA-Seq datasets from MCAO-induced rat brain tissues was conducted to elucidate the lncRNA-miRNA-mRNA regulatory network. An extensive n.......

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Disclosures

The authors state that there are no competing interests.

Acknowledgements

This manuscript was supported by the Anhui Province Academic Leader Reserve Candidate Funding Project (No.2022H287), Anhui Provincial Health Research Key Project (Reference: AHWJ2022a013), Anhui Provincial College Natural Science Research Key Project (NO.2023AH050745), and the Anhui Provincial Hygiene and Health Outstanding Talents Project (NO. ahsjhmypygc20230074).

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Materials

List of materials used in this article
NameCompanyCatalog NumberComments
2% (w/v) TTC staining solutionBeijing Kangle Clone Biotechnology Co., Ltd. 20230805TTC staining
4% (w/v) paraformaldehyde solutionBeyotimeP0099Fixed brain tissue
40 male SPF-grade SD RatsHagzhou Ziyuan Laboratory Animal Breeding Co.,LtdSCXK [zhe] 2024-0004laboratory animal
5% skimmed milk powderScientific PhygenePH1519WB
agarose electrophoresis systemBeijing Liuyi Biotechnology Co., Ltd.DYCP-44PWB
automatic exposure instrumentShanghai Peiqing Technology Co., Ltd.JS-M6PWB
Automatic exposure meterShanghai Peiqing Technology Co., LTDJS-M6PWB
Automatic ice makerChangshu City Xueke Electric Appliance Co., LTDIMS-20WB
CalmodulinAffinity49B2443WB
CamKIIAffinity14G0796WB
centrifugeHaimen Qilinbeier Instrument Manufacturing Co., Ltd.LX 300WB
clusterProfiler packageBioconductorclusterProfiler_4.17enrichment analyses
CX36ZENBION24AP24WB
CX43ZENBIOM08NO01WB
ECL ultra-sensitive chemiluminescence kitbiosharpBL520BWB
Electric thermostatic air drying ovenShanghai Sanfa Scientific Instrument Co., LTDDHG-9070WB
Electrophoresis apparatusShanghai Tianeng Technology Co., LTD. (Tanon)EPS300WB
electrophoresis apparatusShanghai Tanon Science & Technology Co., Ltd.EPS300WB
electrophoresis tankShanghai Tanon Science & Technology Co., Ltd.VE-180WB
GABRA6Affinity46V5371WB
Goat Anti-mouse IgGZs-BIO142637WB
Goat Anti-Rabbit IgGZs-BIO139931WB
GRIA3Affinity0C33051WB
High speed refrigerated centrifugeAnhui Jiawen instrument equipment Co., LTDJW-3021HRWB
HiSeq 2500 systemillumina/RNA high-throughput sequencing
ImageJ softwareNational Institutes of HealthImageJ 1.54kTTC staining
Magnetic heating agitatorChangzhou city and instrument factoryJJ-79-1WB
MicropipetteGermany Eppendorf/WB
Normal temperature micro centrifugeHaimen Qi Limber Instrument Manufacturing Co., LTD. LX300LX300WB
NPY1RAffinity2D38248WB
pipetteeppendorf0.5-10ulWB
PKCAffinity17E3745WB
pre-stained protein MarkerbiosharpBL712CWB
PVDF membraneMilliporeIPVH00010WB
Ribo-Zero rRNA Removal kitIllumina, San Diego, California, USA/RNA extraction
RIPA lysateBiosharpBL504AWB
Sodium pentobarbitalBeijing Think-Far Technology Co., Ltd.MERCKanesthetic
transfer membrane instrumentShanghai Tanon Science & Technology Co., Ltd.VE-186WB
Transmembrane apparatusShanghai Tianeng Technology Co., LTD. (Tanon)VE-186WB
β-actinZs-BIO19AW0505WB

References

  1. Marquez-Ortiz, R. A., et al. Neuroimmune support of neuronal regeneration and neuroplasticity following cerebral ischemia in juvenile mice. Brain Sci. 13 (9), 1337(2023).
  2. Han, M., Ma, B., She, R., Xing, Y., Li, X.

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Tags

Ischemic StrokelncRNA ExpressionmiRNA ExpressionceRNA NetworkFunctional EnrichmentCalcium SignalingGap Junction SignalingWestern Blot