LncRNA-mRNA co-expression network in the mechanism of butylphthalide treatment for ischemic stroke

Butylphthalide has shown significant potential in the treatment of ischemic stroke, but its precise mechanisms of action remain unclear. Long non-coding RNAs (lncRNAs) and messenger RNAs (mRNAs) play crucial roles in the pathogenesis of ischemic stroke and may serve as potential therapeutic targets....

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Published inBMC neurology Vol. 25; no. 1; pp. 155 - 12
Main Authors An, Yangfang, Huang, Lingyun, Li, Jun, Chen, Zhuo, Cai, Jizhang, Wang, Biao, Zhou, Qiong
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LanguageEnglish
Published England BioMed Central Ltd 10.04.2025
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Abstract Butylphthalide has shown significant potential in the treatment of ischemic stroke, but its precise mechanisms of action remain unclear. Long non-coding RNAs (lncRNAs) and messenger RNAs (mRNAs) play crucial roles in the pathogenesis of ischemic stroke and may serve as potential therapeutic targets. This study investigated the effects of butylphthalide treatment on the lncRNA-mRNA co-expression network in ischemic stroke patients. Peripheral blood samples were collected from ischemic stroke patients treated with butylphthalide and from control subjects. mRNA and lncRNA expression profiles were obtained using microarray scanning, and differentially expressed lncRNAs (DElncRNAs) were validated by qRT-PCR. Target genes interacting with DElncRNAs were predicted using the miRTargetLink database. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses were performed on both DElncRNAs and differentially expressed mRNAs (DEmRNAs). A protein-protein interaction (PPI) network was constructed for proteins encoded by DEmRNAs. Co-expression analysis, based on Pearson correlation coefficients, identified the top five mRNAs and lncRNAs with high connectivity. Finally, molecular docking was performed to investigate the binding interaction between butylphthalide and key mRNAs. A total of 86 differentially expressed mRNAs (69 upregulated, 17 downregulated) and 35 DElncRNAs (all upregulated) were identified. DEmRNAs were primarily associated with pathways related to cell receptors, signal transduction, cell proliferation, migration, and glucose metabolism, while DElncRNAs were involved in processes such as embryonic development, neuronal connectivity, and energy metabolism. Co-expression analysis identified key mRNA nodes (SETD9, ZNF718, AOC2, MPND, ODF1) and lncRNA nodes (IDH2-DT, CLEC12A-AS1, CARD8-AS1, LINC01275, ZNF436-AS1). Molecular docking analysis suggested that MT-CO1, SETD9, and ZNF718 could be potential targets of butylphthalide. Butylphthalide may exert its therapeutic effects by regulating the LncRNA-mRNA co-expression network, influencing energy metabolism and neuronal development. This provides new insights into its mechanism of action and potential therapeutic targets.
AbstractList BackgroundButylphthalide has shown significant potential in the treatment of ischemic stroke, but its precise mechanisms of action remain unclear. Long non-coding RNAs (lncRNAs) and messenger RNAs (mRNAs) play crucial roles in the pathogenesis of ischemic stroke and may serve as potential therapeutic targets. This study investigated the effects of butylphthalide treatment on the lncRNA-mRNA co-expression network in ischemic stroke patients.MethodsPeripheral blood samples were collected from ischemic stroke patients treated with butylphthalide and from control subjects. mRNA and lncRNA expression profiles were obtained using microarray scanning, and differentially expressed lncRNAs (DElncRNAs) were validated by qRT-PCR. Target genes interacting with DElncRNAs were predicted using the miRTargetLink database. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses were performed on both DElncRNAs and differentially expressed mRNAs (DEmRNAs). A protein-protein interaction (PPI) network was constructed for proteins encoded by DEmRNAs. Co-expression analysis, based on Pearson correlation coefficients, identified the top five mRNAs and lncRNAs with high connectivity. Finally, molecular docking was performed to investigate the binding interaction between butylphthalide and key mRNAs.ResultsA total of 86 differentially expressed mRNAs (69 upregulated, 17 downregulated) and 35 DElncRNAs (all upregulated) were identified. DEmRNAs were primarily associated with pathways related to cell receptors, signal transduction, cell proliferation, migration, and glucose metabolism, while DElncRNAs were involved in processes such as embryonic development, neuronal connectivity, and energy metabolism. Co-expression analysis identified key mRNA nodes (SETD9, ZNF718, AOC2, MPND, ODF1) and lncRNA nodes (IDH2-DT, CLEC12A-AS1, CARD8-AS1, LINC01275, ZNF436-AS1). Molecular docking analysis suggested that MT-CO1, SETD9, and ZNF718 could be potential targets of butylphthalide.ConclusionButylphthalide may exert its therapeutic effects by regulating the LncRNA-mRNA co-expression network, influencing energy metabolism and neuronal development. This provides new insights into its mechanism of action and potential therapeutic targets.
Abstract Background Butylphthalide has shown significant potential in the treatment of ischemic stroke, but its precise mechanisms of action remain unclear. Long non-coding RNAs (lncRNAs) and messenger RNAs (mRNAs) play crucial roles in the pathogenesis of ischemic stroke and may serve as potential therapeutic targets. This study investigated the effects of butylphthalide treatment on the lncRNA-mRNA co-expression network in ischemic stroke patients. Methods Peripheral blood samples were collected from ischemic stroke patients treated with butylphthalide and from control subjects. mRNA and lncRNA expression profiles were obtained using microarray scanning, and differentially expressed lncRNAs (DElncRNAs) were validated by qRT-PCR. Target genes interacting with DElncRNAs were predicted using the miRTargetLink database. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses were performed on both DElncRNAs and differentially expressed mRNAs (DEmRNAs). A protein-protein interaction (PPI) network was constructed for proteins encoded by DEmRNAs. Co-expression analysis, based on Pearson correlation coefficients, identified the top five mRNAs and lncRNAs with high connectivity. Finally, molecular docking was performed to investigate the binding interaction between butylphthalide and key mRNAs. Results A total of 86 differentially expressed mRNAs (69 upregulated, 17 downregulated) and 35 DElncRNAs (all upregulated) were identified. DEmRNAs were primarily associated with pathways related to cell receptors, signal transduction, cell proliferation, migration, and glucose metabolism, while DElncRNAs were involved in processes such as embryonic development, neuronal connectivity, and energy metabolism. Co-expression analysis identified key mRNA nodes (SETD9, ZNF718, AOC2, MPND, ODF1) and lncRNA nodes (IDH2-DT, CLEC12A-AS1, CARD8-AS1, LINC01275, ZNF436-AS1). Molecular docking analysis suggested that MT-CO1, SETD9, and ZNF718 could be potential targets of butylphthalide. Conclusion Butylphthalide may exert its therapeutic effects by regulating the LncRNA-mRNA co-expression network, influencing energy metabolism and neuronal development. This provides new insights into its mechanism of action and potential therapeutic targets.
Butylphthalide has shown significant potential in the treatment of ischemic stroke, but its precise mechanisms of action remain unclear. Long non-coding RNAs (lncRNAs) and messenger RNAs (mRNAs) play crucial roles in the pathogenesis of ischemic stroke and may serve as potential therapeutic targets. This study investigated the effects of butylphthalide treatment on the lncRNA-mRNA co-expression network in ischemic stroke patients. Peripheral blood samples were collected from ischemic stroke patients treated with butylphthalide and from control subjects. mRNA and lncRNA expression profiles were obtained using microarray scanning, and differentially expressed lncRNAs (DElncRNAs) were validated by qRT-PCR. Target genes interacting with DElncRNAs were predicted using the miRTargetLink database. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses were performed on both DElncRNAs and differentially expressed mRNAs (DEmRNAs). A protein-protein interaction (PPI) network was constructed for proteins encoded by DEmRNAs. Co-expression analysis, based on Pearson correlation coefficients, identified the top five mRNAs and lncRNAs with high connectivity. Finally, molecular docking was performed to investigate the binding interaction between butylphthalide and key mRNAs. A total of 86 differentially expressed mRNAs (69 upregulated, 17 downregulated) and 35 DElncRNAs (all upregulated) were identified. DEmRNAs were primarily associated with pathways related to cell receptors, signal transduction, cell proliferation, migration, and glucose metabolism, while DElncRNAs were involved in processes such as embryonic development, neuronal connectivity, and energy metabolism. Co-expression analysis identified key mRNA nodes (SETD9, ZNF718, AOC2, MPND, ODF1) and lncRNA nodes (IDH2-DT, CLEC12A-AS1, CARD8-AS1, LINC01275, ZNF436-AS1). Molecular docking analysis suggested that MT-CO1, SETD9, and ZNF718 could be potential targets of butylphthalide. Butylphthalide may exert its therapeutic effects by regulating the LncRNA-mRNA co-expression network, influencing energy metabolism and neuronal development. This provides new insights into its mechanism of action and potential therapeutic targets.
Butylphthalide has shown significant potential in the treatment of ischemic stroke, but its precise mechanisms of action remain unclear. Long non-coding RNAs (lncRNAs) and messenger RNAs (mRNAs) play crucial roles in the pathogenesis of ischemic stroke and may serve as potential therapeutic targets. This study investigated the effects of butylphthalide treatment on the lncRNA-mRNA co-expression network in ischemic stroke patients.BACKGROUNDButylphthalide has shown significant potential in the treatment of ischemic stroke, but its precise mechanisms of action remain unclear. Long non-coding RNAs (lncRNAs) and messenger RNAs (mRNAs) play crucial roles in the pathogenesis of ischemic stroke and may serve as potential therapeutic targets. This study investigated the effects of butylphthalide treatment on the lncRNA-mRNA co-expression network in ischemic stroke patients.Peripheral blood samples were collected from ischemic stroke patients treated with butylphthalide and from control subjects. mRNA and lncRNA expression profiles were obtained using microarray scanning, and differentially expressed lncRNAs (DElncRNAs) were validated by qRT-PCR. Target genes interacting with DElncRNAs were predicted using the miRTargetLink database. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses were performed on both DElncRNAs and differentially expressed mRNAs (DEmRNAs). A protein-protein interaction (PPI) network was constructed for proteins encoded by DEmRNAs. Co-expression analysis, based on Pearson correlation coefficients, identified the top five mRNAs and lncRNAs with high connectivity. Finally, molecular docking was performed to investigate the binding interaction between butylphthalide and key mRNAs.METHODSPeripheral blood samples were collected from ischemic stroke patients treated with butylphthalide and from control subjects. mRNA and lncRNA expression profiles were obtained using microarray scanning, and differentially expressed lncRNAs (DElncRNAs) were validated by qRT-PCR. Target genes interacting with DElncRNAs were predicted using the miRTargetLink database. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses were performed on both DElncRNAs and differentially expressed mRNAs (DEmRNAs). A protein-protein interaction (PPI) network was constructed for proteins encoded by DEmRNAs. Co-expression analysis, based on Pearson correlation coefficients, identified the top five mRNAs and lncRNAs with high connectivity. Finally, molecular docking was performed to investigate the binding interaction between butylphthalide and key mRNAs.A total of 86 differentially expressed mRNAs (69 upregulated, 17 downregulated) and 35 DElncRNAs (all upregulated) were identified. DEmRNAs were primarily associated with pathways related to cell receptors, signal transduction, cell proliferation, migration, and glucose metabolism, while DElncRNAs were involved in processes such as embryonic development, neuronal connectivity, and energy metabolism. Co-expression analysis identified key mRNA nodes (SETD9, ZNF718, AOC2, MPND, ODF1) and lncRNA nodes (IDH2-DT, CLEC12A-AS1, CARD8-AS1, LINC01275, ZNF436-AS1). Molecular docking analysis suggested that MT-CO1, SETD9, and ZNF718 could be potential targets of butylphthalide.RESULTSA total of 86 differentially expressed mRNAs (69 upregulated, 17 downregulated) and 35 DElncRNAs (all upregulated) were identified. DEmRNAs were primarily associated with pathways related to cell receptors, signal transduction, cell proliferation, migration, and glucose metabolism, while DElncRNAs were involved in processes such as embryonic development, neuronal connectivity, and energy metabolism. Co-expression analysis identified key mRNA nodes (SETD9, ZNF718, AOC2, MPND, ODF1) and lncRNA nodes (IDH2-DT, CLEC12A-AS1, CARD8-AS1, LINC01275, ZNF436-AS1). Molecular docking analysis suggested that MT-CO1, SETD9, and ZNF718 could be potential targets of butylphthalide.Butylphthalide may exert its therapeutic effects by regulating the LncRNA-mRNA co-expression network, influencing energy metabolism and neuronal development. This provides new insights into its mechanism of action and potential therapeutic targets.CONCLUSIONButylphthalide may exert its therapeutic effects by regulating the LncRNA-mRNA co-expression network, influencing energy metabolism and neuronal development. This provides new insights into its mechanism of action and potential therapeutic targets.
Butylphthalide has shown significant potential in the treatment of ischemic stroke, but its precise mechanisms of action remain unclear. Long non-coding RNAs (lncRNAs) and messenger RNAs (mRNAs) play crucial roles in the pathogenesis of ischemic stroke and may serve as potential therapeutic targets. This study investigated the effects of butylphthalide treatment on the lncRNA-mRNA co-expression network in ischemic stroke patients. Peripheral blood samples were collected from ischemic stroke patients treated with butylphthalide and from control subjects. mRNA and lncRNA expression profiles were obtained using microarray scanning, and differentially expressed lncRNAs (DElncRNAs) were validated by qRT-PCR. Target genes interacting with DElncRNAs were predicted using the miRTargetLink database. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses were performed on both DElncRNAs and differentially expressed mRNAs (DEmRNAs). A protein-protein interaction (PPI) network was constructed for proteins encoded by DEmRNAs. Co-expression analysis, based on Pearson correlation coefficients, identified the top five mRNAs and lncRNAs with high connectivity. Finally, molecular docking was performed to investigate the binding interaction between butylphthalide and key mRNAs. A total of 86 differentially expressed mRNAs (69 upregulated, 17 downregulated) and 35 DElncRNAs (all upregulated) were identified. DEmRNAs were primarily associated with pathways related to cell receptors, signal transduction, cell proliferation, migration, and glucose metabolism, while DElncRNAs were involved in processes such as embryonic development, neuronal connectivity, and energy metabolism. Co-expression analysis identified key mRNA nodes (SETD9, ZNF718, AOC2, MPND, ODF1) and lncRNA nodes (IDH2-DT, CLEC12A-AS1, CARD8-AS1, LINC01275, ZNF436-AS1). Molecular docking analysis suggested that MT-CO1, SETD9, and ZNF718 could be potential targets of butylphthalide. Butylphthalide may exert its therapeutic effects by regulating the LncRNA-mRNA co-expression network, influencing energy metabolism and neuronal development. This provides new insights into its mechanism of action and potential therapeutic targets.
Background Butylphthalide has shown significant potential in the treatment of ischemic stroke, but its precise mechanisms of action remain unclear. Long non-coding RNAs (lncRNAs) and messenger RNAs (mRNAs) play crucial roles in the pathogenesis of ischemic stroke and may serve as potential therapeutic targets. This study investigated the effects of butylphthalide treatment on the lncRNA-mRNA co-expression network in ischemic stroke patients. Methods Peripheral blood samples were collected from ischemic stroke patients treated with butylphthalide and from control subjects. mRNA and lncRNA expression profiles were obtained using microarray scanning, and differentially expressed lncRNAs (DElncRNAs) were validated by qRT-PCR. Target genes interacting with DElncRNAs were predicted using the miRTargetLink database. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses were performed on both DElncRNAs and differentially expressed mRNAs (DEmRNAs). A protein-protein interaction (PPI) network was constructed for proteins encoded by DEmRNAs. Co-expression analysis, based on Pearson correlation coefficients, identified the top five mRNAs and lncRNAs with high connectivity. Finally, molecular docking was performed to investigate the binding interaction between butylphthalide and key mRNAs. Results A total of 86 differentially expressed mRNAs (69 upregulated, 17 downregulated) and 35 DElncRNAs (all upregulated) were identified. DEmRNAs were primarily associated with pathways related to cell receptors, signal transduction, cell proliferation, migration, and glucose metabolism, while DElncRNAs were involved in processes such as embryonic development, neuronal connectivity, and energy metabolism. Co-expression analysis identified key mRNA nodes (SETD9, ZNF718, AOC2, MPND, ODF1) and lncRNA nodes (IDH2-DT, CLEC12A-AS1, CARD8-AS1, LINC01275, ZNF436-AS1). Molecular docking analysis suggested that MT-CO1, SETD9, and ZNF718 could be potential targets of butylphthalide. Conclusion Butylphthalide may exert its therapeutic effects by regulating the LncRNA-mRNA co-expression network, influencing energy metabolism and neuronal development. This provides new insights into its mechanism of action and potential therapeutic targets. Keywords: Butylphthalide, Ischemic stroke, LncRNA-mRNA co-expression network, RNA-seq
ArticleNumber 155
Audience Academic
Author Li, Jun
Wang, Biao
An, Yangfang
Chen, Zhuo
Huang, Lingyun
Cai, Jizhang
Zhou, Qiong
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Keywords LncRNA-mRNA co-expression network
Ischemic stroke
RNA-seq
Butylphthalide
Language English
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PublicationTitle BMC neurology
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Snippet Butylphthalide has shown significant potential in the treatment of ischemic stroke, but its precise mechanisms of action remain unclear. Long non-coding RNAs...
Background Butylphthalide has shown significant potential in the treatment of ischemic stroke, but its precise mechanisms of action remain unclear. Long...
BackgroundButylphthalide has shown significant potential in the treatment of ischemic stroke, but its precise mechanisms of action remain unclear. Long...
Abstract Background Butylphthalide has shown significant potential in the treatment of ischemic stroke, but its precise mechanisms of action remain unclear....
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StartPage 155
SubjectTerms Aged
Angiogenesis
Benzofurans - pharmacology
Benzofurans - therapeutic use
Butylphthalide
Cell cycle
Cell migration
Cell proliferation
Cellular signal transduction
DNA microarrays
Down-regulation
Drug therapy
Embryogenesis
Embryonic development
Energy metabolism
Female
Gene expression
Gene Regulatory Networks - drug effects
Genes
Genetic aspects
Genomics
Glucose metabolism
Health aspects
Humans
Inflammation
Ischemia
Ischemic stroke
Ischemic Stroke - drug therapy
Ischemic Stroke - genetics
LncRNA-mRNA co-expression network
Male
Messenger RNA
Middle Aged
Molecular Docking Simulation
Mortality
mRNA
Neural networks
Neurological research
Neuroprotective agents
Non-coding RNA
Peripheral blood
Physiological aspects
Protein interaction
Protein Interaction Maps - drug effects
Protein-protein interactions
Proteins
RNA
RNA, Long Noncoding - genetics
RNA, Long Noncoding - metabolism
RNA, Messenger - genetics
RNA, Messenger - metabolism
RNA-seq
Signal transduction
Software
Statistical analysis
Stroke
Stroke (Disease)
Therapeutic targets
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Title LncRNA-mRNA co-expression network in the mechanism of butylphthalide treatment for ischemic stroke
URI https://www.ncbi.nlm.nih.gov/pubmed/40211238
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