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pmid:31304055

Comprehensive analysis of an lncRNA-miRNA-mRNA competing endogenous RNA network in pulpitis.

Fangcao Lei · Han Zhang · Xiaoli Xie

PeerJ · 2019 doi:10.7717/peerj.7135

Paper

complete

Experiment

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Data

partial

Analysis

partial

Execution

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title
Comprehensive analysis of an lncRNA-miRNA-mRNA competing endogenous RNA network in pulpitis.
doi
10.7717/peerj.7135
pmid
31304055
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Fangcao Lei
[1]
Han Zhang
[2]
Xiaoli Xie
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PeerJ
year
2019
abstract
BACKGROUND: Pulpitis is a common inflammatory disease that affects dental pulp. It is important to understand the molecular signals of inflammation and repair associated with this process. Increasing evidence has revealed that long noncoding RNAs (lncRNAs), via competitively sponging microRNAs (miRNAs), can act as competing endogenous RNAs (ceRNAs) to regulate inflammation and reparative responses. The aim of this study was to elucidate the potential roles of lncRNA, miRNA and messenger RNA (mRNA) ceRNA networks in pulpitis tissues compared to normal control tissues. METHODS: The oligo and limma packages were used to identify differentially expressed lncRNAs and mRNAs (DElncRNAs and DEmRNAs, respectively) based on expression profiles in two datasets, GSE92681 and GSE77459, from the Gene Expression Omnibus (GEO) database. Differentially expressed genes (DEGs) were further analyzed by Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses. Protein-protein interaction (PPI) networks and modules were established to screen hub genes using the Search Tool for the Retrieval of Interacting Genes/Proteins (STRING) and the Molecular Complex Detection (MCODE) plugin for Cytoscape, respectively. Furthermore, an lncRNA-miRNA-mRNA-hub genes regulatory network was constructed to investigate mechanisms related to the progression and prognosis of pulpitis. Then, quantitative real-time polymerase chain reaction (qRT-PCR) was applied to verify critical lncRNAs that may significantly affect the pathogenesis in inflamed and normal human dental pulp. RESULTS: A total of 644 upregulated and 264 downregulated differentially expressed genes (DEGs) in pulpitis samples were identified from the GSE77459 dataset, while 8 up- and 19 downregulated probes associated with lncRNA were identified from the GSE92681 dataset. Protein-protein interaction (PPI) based on STRING analysis revealed a network of DEGs containing 4,929 edges and 623 nodes. Upon combined analysis of the constructed PPI network and the MCODE results, 10 hub genes, including IL6, IL8, PTPRC, IL1B, TLR2, ITGAM, CCL2, PIK3CG, ICAM1, and PIK3CD, were detected in the network. Next, a ceRNA regulatory relationship consisting of one lncRNA (PVT1), one miRNA (hsa-miR-455-5p) and two mRNAs (SOCS3 and PLXNC1) was established. Then, we constructed the network in which the regulatory relationship between ceRNA and hub genes was summarized. Finally, our qRT-PCR results confirmed significantly higher levels of PVT1 transcript in inflamed pulp than in normal pulp tissues (p = 0.03). CONCLUSION: Our study identified a novel lncRNA-mediated ceRNA regulatory mechanisms in the pathogenesis of pulpitis.
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An unpaired Wilcoxon test was conducted to compare lncRNA expression at the transcriptional level between normal and inflamed pulp tissues.
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Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:31304055", "kind": "science-record", "revision": 7, "content_hash": "sha256:6cf1c89e514c3f2236b83cab7acddc1061b7f9119ccc273953d9e26c3c120920", "created_at": "2026-11-01T15:40:47Z", "updated_at": "2026-11-01T22:00:42Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Comprehensive analysis of an lncRNA-miRNA-mRNA competing endogenous RNA network in pulpitis.", "doi": "10.7717/peerj.7135", "pmid": "31304055", "authors": ["Fangcao Lei", "Han Zhang", "Xiaoli Xie"], "journal": "PeerJ", "year": 2019, "abstract": "BACKGROUND: Pulpitis is a common inflammatory disease that affects dental pulp. It is important to understand the molecular signals of inflammation and repair associated with this process. Increasing evidence has revealed that long noncoding RNAs (lncRNAs), via competitively sponging microRNAs (miRNAs), can act as competing endogenous RNAs (ceRNAs) to regulate inflammation and reparative responses. The aim of this study was to elucidate the potential roles of lncRNA, miRNA and messenger RNA (mRNA) ceRNA networks in pulpitis tissues compared to normal control tissues.\nMETHODS: The oligo and limma packages were used to identify differentially expressed lncRNAs and mRNAs (DElncRNAs and DEmRNAs, respectively) based on expression profiles in two datasets, GSE92681 and GSE77459, from the Gene Expression Omnibus (GEO) database. Differentially expressed genes (DEGs) were further analyzed by Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses. Protein-protein interaction (PPI) networks and modules were established to screen hub genes using the Search Tool for the Retrieval of Interacting Genes/Proteins (STRING) and the Molecular Complex Detection (MCODE) plugin for Cytoscape, respectively. Furthermore, an lncRNA-miRNA-mRNA-hub genes regulatory network was constructed to investigate mechanisms related to the progression and prognosis of pulpitis. Then, quantitative real-time polymerase chain reaction (qRT-PCR) was applied to verify critical lncRNAs that may significantly affect the pathogenesis in inflamed and normal human dental pulp.\nRESULTS: A total of 644 upregulated and 264 downregulated differentially expressed genes (DEGs) in pulpitis samples were identified from the GSE77459 dataset, while 8 up- and 19 downregulated probes associated with lncRNA were identified from the GSE92681 dataset. Protein-protein interaction (PPI) based on STRING analysis revealed a network of DEGs containing 4,929 edges and 623 nodes. Upon combined analysis of the constructed PPI network and the MCODE results, 10 hub genes, including IL6, IL8, PTPRC, IL1B, TLR2, ITGAM, CCL2, PIK3CG, ICAM1, and PIK3CD, were detected in the network. Next, a ceRNA regulatory relationship consisting of one lncRNA (PVT1), one miRNA (hsa-miR-455-5p) and two mRNAs (SOCS3 and PLXNC1) was established. Then, we constructed the network in which the regulatory relationship between ceRNA and hub genes was summarized. Finally, our qRT-PCR results confirmed significantly higher levels of PVT1 transcript in inflamed pulp than in normal pulp tissues (p = 0.03).\nCONCLUSION: Our study identified a novel lncRNA-mediated ceRNA regulatory mechanisms in the pathogenesis of pulpitis.", "claims": [{"id": "claim-method", "statement": "An unpaired Wilcoxon test was conducted to compare lncRNA expression at the transcriptional level between normal and inflamed pulp tissues.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:31304055", "locator": "sections[8] \"Validation based on clinical samples of human dental pulp\" paragraph 2", "quote": "An unpaired Wilcoxon test was conducted to compare lncRNA expression at the transcriptional level between normal and inflamed pulp tissues."}], "state": "complete"}, {"id": "claim-data-access", "statement": "The following information was supplied regarding data availability:The raw data are available in the Supplemental Files.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:31304055", "locator": "sections[23] \"Data Availability\" paragraph 2", "quote": "The following information was supplied regarding data availability:The raw data are available in the Supplemental Files."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "partial", "objective": null, "steps": [{"id": "read_published_estimate", "order": 1, "name": "Read the published estimate from the source", "kind": "other", "state": "complete", "blocked_on": null, "description": "The claim, method and evidence span published with the source article.", "duration_hours": null, "parameters": {}, "inputs": ["source:pmid:31304055"], "outputs": ["the published estimate and its evidence"], "instruments": [], "reagents": []}, {"id": "obtain_source_data", "order": 2, "name": "Obtain the source data from the named repository", "kind": "data-preparation", "state": "complete", "blocked_on": null, "description": "The GEO series accession resolves and its sample accessions are listed. This lane did not download the dataset or read its licence.", "duration_hours": null, "parameters": {}, "inputs": ["data:geo:GSE77459"], "outputs": ["the source data with its repository provenance"], "instruments": [], "reagents": []}, {"id": "run_analysis", "order": 3, "name": "Run the published analysis", "kind": "analysis", "state": "blocked", "blocked_on": "method:group_comparison_wilcoxon", "description": "Apply the paper's statistical method to the resolved series and compare the result with the published target.", "duration_hours": null, "parameters": {}, "inputs": ["data:geo:GSE77459"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": ["step:run_analysis blocked on method:group_comparison_wilcoxon"]}, "data": {"state": "partial", "assets": [{"id": "source:pmid:31304055", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": 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in the Supplemental Files.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The following information was supplied regarding data availability:The raw data are available in the Supplemental Files.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM2052371", "GSM2052372", "GSM2052373", "GSM2052374", "GSM2052375", "GSM2052376", "GSM2052377", "GSM2052378", "GSM2052379", "GSM2052380", "GSM2052381", "GSM2052382"], "sample_count": 12, "group_sizes": null, "group_sizes_basis": null, "platform": "17692", "taxon": "Homo sapiens", "title": "Gene Expression Profile of Pulpitis", "resolution_checked_at": "2026-11-01T15:39:55Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "data:geo:GSE92681", "role": "raw", "format": "geo-series", "media_type": "application/vnd.ncbi.geo-series+json", "uri": 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in normal and inflamed human pulp", "resolution_checked_at": "2026-11-01T15:39:55Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "asset:table:pmid:31304055:1", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:ed8a3442402c81ffaecc38b855ee7994ec514b7fd8e55142c09ea26185ed30bb", "bytes": 1212, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[12]/table-wrap[1]#table-1", "version": null, "note": "Top 15 enriched GO terms of the DEGs.", "structure": {"pmcid": "PMC6609876", "section_index": 12, "section_title": "PPI network construction and hub genes identification", "row_count": 16, "column_count": 4}, "table": {"label": "Table 1", "caption": "Top 15 enriched GO terms of the DEGs.", "rows": [["Terms", "Pathway description", "Count", "P-Value"], ["GO.BP:0070098", "chemokine-mediated signaling pathway", "17", "4.46E-35"], ["GO.BP:0060326", "cell chemotaxis", "21", "2.18E-33"], ["GO.BP:0002690", "positive regulation of leukocyte chemotaxis", "17", "2.84E-30"], ["GO.BP:0050921", "positive regulation of chemotaxis", "18", "7.66E-30"], ["GO.BP:0006954", "inflammatory response", "23", "5.00E-29"], ["GO.CC:0005615", "extracellular space", "15", "1.79E-07"], ["GO.CC:0009897", "external side of plasma membrane", "6", "0.000948"], ["GO.CC:0005886", "plasma membrane", "19", "0.00174"], ["GO.CC:0071944", "cell periphery", "19", "0.00174"], ["GO.CC:0005887", "integral component of plasma membrane", "10", "0.0144"], ["GO.MF:0045236", "CXCR chemokine receptor binding", "11", "5.28E-25"], ["GO.MF:0008009", "chemokine activity", "13", "2.39E-24"], ["GO.MF:0001664", "G-protein coupled receptor binding", "15", "8.21E-20"], ["GO.MF:0048248", "CXCR3 chemokine receptor binding", "5", "4.67E-12"], ["GO.MF:0008528", "G-protein coupled peptide receptor activity", "9", "2.18E-11"]], "row_count": 16, "column_count": 4, "numeric_cells": 45, "header_rows": 1, "locator": "section[12]/table-wrap[1]#table-1"}}, {"id": "asset:table:pmid:31304055:2", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:15c808f73165d4790a3cc76d1a9ac205a940a8bebdbc63ad0650c2e69a2884b4", "bytes": 590, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[12]/table-wrap[2]#table-2", "version": null, "note": "Top five enriched KEGG pathways of the DEGs.", "structure": {"pmcid": "PMC6609876", "section_index": 12, "section_title": "PPI network construction and hub genes identification", "row_count": 6, "column_count": 4}, "table": {"label": "Table 2", "caption": "Top five enriched KEGG pathways of the DEGs.", "rows": [["Category", "Pathway description", "Count", "P-Value"], ["KEGG:map04062", "chemokine signaling pathway", "21", "1.49E-33"], 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