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pmid:30320387

Mining the potential therapeutic targets for coronary artery disease by bioinformatics analysis.

Wendong Wang · Zhiwei Xu · Xiaobo Zhu · Xiaotong Chang

Molecular medicine reports · 2018 doi:10.3892/mmr.2018.9551

Paper

complete

Experiment

complete

Data

partial

Analysis

partial

Execution

absent

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Record details sci_version · id · kind · revision · content_hash · schema · created_at · updated_at · generator
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pmid:30320387
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science-record
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2026-11-01T15:40:38Z
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2026-11-01T21:21:42Z
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title
Mining the potential therapeutic targets for coronary artery disease by bioinformatics analysis.
doi
10.3892/mmr.2018.9551
pmid
30320387
authors array · 4 items
[0]
Wendong Wang
[1]
Zhiwei Xu
[2]
Xiaobo Zhu
[3]
Xiaotong Chang
journal
Molecular medicine reports
year
2018
abstract
The present study aimed to mine therapeutic molecular targets that play an important part in the progression of coronary artery disease (CAD). The gene expression profile GSE28829 dataset and the microRNA (miRNA) expression profile GSE59421 dataset were downloaded from the Gene Expression Omnibus (GEO) database. The GEO2R online analytical tool was used to identify differentially expressed genes (DEGs) and miRNAs (DEMs). The target genes of DEMs were identified using the miRWalk2.0 web‑based tool and 2 miRNA‑gene regulatory networks were constructed using Cytoscape software. Subsequently, enriched Gene Ontology (GO) terms of miRNA‑target DEGs were obtained using the Database for Visualization, Annotation and Integrated Analysis, and locations of these genes in the chromosomes were determined by Map Viewer. In the present study, 350 DEGs and 66 DEMs were screened. A total of 3,588 target genes were identified from the DEMs, and 57 of these target genes and established DEGs were identified to overlap. GO terms associated with 5 processes, and 4 types of composition were identified to be enriched in the miRNA‑target DEGs. Furthermore, 26 miRNA‑gene regulatory pairs were obtained between the 57 target genes and DEMs. The 26 miRNA‑target DEGs were unevenly distributed, and no genes were located on the sex chromosomes. As a result of the present study, potential therapeutic targets for CAD were identified through bioinformatics analysis.
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Analysis of differentially expressed genes (DEGs) was conducted for the mRNA and miRNA microarray data using GEO2R Online Analytical tool (https://www.ncbi.nlm.nih.gov/geo/geo2r/). DEGs and differentially expressed miRNAs (DEMs) were identified using an adjusted P-value <0.05 and a |log fold change (FC)| >1 as criteria.
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sections[5] "Microarray data mining" paragraph 2
quote
Analysis of differentially expressed genes (DEGs) was conducted for the mRNA and miRNA microarray data using GEO2R Online Analytical tool (https://www.ncbi.nlm.nih.gov/geo/geo2r/). DEGs and differentially expressed miRNAs (DEMs) were identified using an adjusted P-value <0.05 and a |log fold change (FC)| >1 as criteria.
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The datasets generated and/or analyzed during the current study are available in the Gene Expression Omnibus repository [GSE28829 dataset, https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE28829; GSE59421 dataset, https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE59421].
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sections[19] "Availability of data and materials" paragraph 2
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The datasets generated and/or analyzed during the current study are available in the Gene Expression Omnibus repository [GSE28829 dataset, https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE28829; GSE59421 dataset, https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE59421].
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The datasets generated and/or analyzed during the current study are available in the Gene Expression Omnibus repository [GSE28829 dataset, https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE28829; GSE59421 dataset, https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE59421].
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Gene Expression in early and advanced atherosclerotic plaque from human carotid
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The datasets generated and/or analyzed during the current study are available in the Gene Expression Omnibus repository [GSE28829 dataset, https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE28829; GSE59421 dataset, https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE59421].
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Differences in platelet miRNA profiles between patients with coronary artery disease and healthy controls.
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A total of 350 DEGs and 66 DEMs are identified
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Top 10 most differentially expressed genes and differentially expressed miRNAs.
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Analysis of differentially expressed genes (DEGs) was conducted for the mRNA and miRNA microarray data using GEO2R Online Analytical tool (https://www.ncbi.nlm.nih.gov/geo/geo2r/). DEGs and differentially expressed miRNAs (DEMs) were identified using an adjusted P-value <0.05 and a |log fold change (FC)| >1 as criteria.
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The datasets generated and/or analyzed during the current study are available in the Gene Expression Omnibus repository [GSE28829 dataset, https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE28829; GSE59421 dataset, https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE59421].
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review.machine_critique
Complete file
{"sci_version": "1.0", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:30320387", "kind": "science-record", "revision": 4, "content_hash": "sha256:5bc2ede42bbacfdd654496ef44d917015fb8548b4cd1af913f044881d504d1a6", "created_at": "2026-11-01T15:40:38Z", "updated_at": "2026-11-01T21:21:42Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Mining the potential therapeutic targets for coronary artery disease by bioinformatics analysis.", "doi": "10.3892/mmr.2018.9551", "pmid": "30320387", "authors": ["Wendong Wang", "Zhiwei Xu", "Xiaobo Zhu", "Xiaotong Chang"], "journal": "Molecular medicine reports", "year": 2018, "abstract": "The present study aimed to mine therapeutic molecular targets that play an important part in the progression of coronary artery disease (CAD). The gene expression profile GSE28829 dataset and the microRNA (miRNA) expression profile GSE59421 dataset were downloaded from the Gene Expression Omnibus (GEO) database. The GEO2R online analytical tool was used to identify differentially expressed genes (DEGs) and miRNAs (DEMs). The target genes of DEMs were identified using the miRWalk2.0 web‑based tool and 2 miRNA‑gene regulatory networks were constructed using Cytoscape software. Subsequently, enriched Gene Ontology (GO) terms of miRNA‑target DEGs were obtained using the Database for Visualization, Annotation and Integrated Analysis, and locations of these genes in the chromosomes were determined by Map Viewer. In the present study, 350 DEGs and 66 DEMs were screened. A total of 3,588 target genes were identified from the DEMs, and 57 of these target genes and established DEGs were identified to overlap. GO terms associated with 5 processes, and 4 types of composition were identified to be enriched in the miRNA‑target DEGs. Furthermore, 26 miRNA‑gene regulatory pairs were obtained between the 57 target genes and DEMs. The 26 miRNA‑target DEGs were unevenly distributed, and no genes were located on the sex chromosomes. As a result of the present study, potential therapeutic targets for CAD were identified through bioinformatics analysis.", "claims": [{"id": "claim-method", "statement": "Analysis of differentially expressed genes (DEGs) was conducted for the mRNA and miRNA microarray data using GEO2R Online Analytical tool (https://www.ncbi.nlm.nih.gov/geo/geo2r/). DEGs and differentially expressed miRNAs (DEMs) were identified using an adjusted P-value <0.05 and a |log fold change (FC)| >1 as criteria.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:30320387", "locator": "sections[5] \"Microarray data mining\" paragraph 2", "quote": "Analysis of differentially expressed genes (DEGs) was conducted for the mRNA and miRNA microarray data using GEO2R Online Analytical tool (https://www.ncbi.nlm.nih.gov/geo/geo2r/). DEGs and differentially expressed miRNAs (DEMs) were identified using an adjusted P-value <0.05 and a |log fold change (FC)| >1 as criteria."}], "state": "complete"}, {"id": "claim-data-access", "statement": "The datasets generated and/or analyzed during the current study are available in the Gene Expression Omnibus repository [GSE28829 dataset, https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE28829; GSE59421 dataset, https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE59421].", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:30320387", "locator": "sections[19] \"Availability of data and materials\" paragraph 2", "quote": "The datasets generated and/or analyzed during the current study are available in the Gene Expression Omnibus repository [GSE28829 dataset, https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE28829; GSE59421 dataset, https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE59421]."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "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:30320387"], "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:GSE28829"], "outputs": ["the source data with its repository provenance"], "instruments": [], "reagents": []}, {"id": "run_analysis", "order": 3, "name": "Run the published analysis", "kind": "analysis", "state": "complete", "blocked_on": null, "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:GSE28829"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:30320387", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.3892/mmr.2018.9551", "sha256": "sha256:dadf52c291edfbb494bc1989d9ca7a6a9c049f3f18c748f6cf449b8ef4b92e90", "bytes": 33596, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.3892/mmr.2018.9551", "version": null, "note": "Full article fetched from PMC; 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GSE59421 dataset, https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE59421].", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM714070", "GSM714071", "GSM714072", "GSM714073", "GSM714074", "GSM714075", "GSM714076", "GSM714077", "GSM714078", "GSM714079", "GSM714080", "GSM714081", "GSM714082", "GSM714083", "GSM714084", "GSM714085", "GSM714086", "GSM714087", "GSM714088", "GSM714089", "GSM714090", "GSM714091", "GSM714092", "GSM714093", "GSM714094", "GSM714095", "GSM714096", "GSM714097", "GSM714098"], "sample_count": 29, "group_sizes": null, "group_sizes_basis": null, "platform": "570", "taxon": "Homo sapiens", "title": "Gene Expression in early and advanced atherosclerotic plaque from human carotid", "resolution_checked_at": "2026-11-01T15:39:54Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "data:geo:GSE59421", "role": "raw", "format": "geo-series", "media_type": "application/vnd.ncbi.geo-series+json", "uri": "https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE59421", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE59421", "version": null, "note": "The datasets generated and/or analyzed during the current study are available in the Gene Expression Omnibus repository [GSE28829 dataset, https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE28829; 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DEGs and differentially expressed miRNAs (DEMs) were identified using an adjusted P-value <0.05 and a |log fold change (FC)| >1 as criteria."}}], "targets": [], "gaps": ["method.reader_named_unmapped"]}, "capability": {"state": "complete", "requirements": [{"capability_id": "capability:computational_analysis", "label": "Computational analysis platform", "assay_families": ["meta_analysis", "machine_learning", "survival_analysis", "statistical_regression", "pca", "molecular_docking", "network_analysis", "differential_expression", "gwas"], "availability_state": "owned", "tier_unlocked": "R1", "candidate": "Automated Assays Laravel application and simulated adapters"}], "gaps": []}, "readiness": {"state": "blocked", "tier": "R4", "blocking_axis": "method", "blocked_on": "method:not_determinable", "axes": {"method": {"tier": "R4", "expressible": false, "required_operations": [], "missing_operations": [], "basis": "The reader quoted the method the paper names (GEO2R online analytical tool, using an adjusted P-value <0.05 and an absolute log fold change >1), but the corpus's method extractor could not map it onto a DSL operation, so the method is published but not expressible."}, "capability": {"tier": "R1", "capability_id": "capability:computational_analysis", "availability_state": "owned", "basis": "The computational analysis is owned. The physical bench the paper used is not, so a physical validation cannot be run here."}, "data": {"tier": "R1", "reachable": true, "accessions": ["GSE28829", "GSE59421"], "resolved_accessions": ["GSE28829", "GSE59421"], "statements": ["The datasets generated and/or analyzed during the current study are available in the Gene Expression Omnibus repository [GSE28829 dataset, https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE28829; GSE59421 dataset, https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE59421]."], "basis": "The paper names GSE28829, GSE59421 in Gene Expression Omnibus (GEO) and the accession resolves in the repository. 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