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pmid:40155679

Analysis of the molecular mechanisms of ulcerative colitis and atherosclerosis by microarray data.

Min Wu · Dong Liu · Xiaoman Xiong · Qiang Su · Yi Xiang · Lang Shen · Zhenxiang An · Xiaofang Yang

Scientific reports · 2025 doi:10.1038/s41598-025-95125-4

Paper

complete

Experiment

complete

Data

partial

Analysis

complete

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:40155679
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science-record
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sha256:e783828e15730e49ac3051b5b1b813080bd34eddbb1817c700dc999f9d680bca
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2026-11-01T20:30:21Z
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2026-11-01T22:56:18Z
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paper object · 10 fields
state
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title
Analysis of the molecular mechanisms of ulcerative colitis and atherosclerosis by microarray data.
doi
10.1038/s41598-025-95125-4
pmid
40155679
authors array · 8 items
[0]
Min Wu
[1]
Dong Liu
[2]
Xiaoman Xiong
[3]
Qiang Su
[4]
Yi Xiang
[5]
Lang Shen
[6]
Zhenxiang An
[7]
Xiaofang Yang
journal
Scientific reports
year
2025
abstract
Adults can develop ulcerative colitis (UC), a chronic inflammatory illness of the colon, while atherosclerosis (AA) is a chronic inflammatory disease of the blood vessels caused by a range of risk factors. Prior research has demonstrated that UC increases the risk of AA, although the underlying pathological mechanisms are not entirely understood. The purpose of this work was to discover differentially expressed genes (DEGs) in UC and AA and investigate their molecular processes using a bioinformatics method. The UC (GSE36807) and AA (GSE28829) datasets were obtained from the Gene Expression Omnibus (GEO) database. Following the identification of genes that are differentially expressed in common with UC and AA, functional annotation, the construction of protein-protein interaction (PPI) networks and modules, the identification of hub genes, and co-expression analysis were carried out. A total of 105 (including 92 up-regulated and 13 down-regulated genes) DEGs were selected for correlation analysis in the above two datasets, and after Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) functional analysis immune responses, cytokines, and chemokines were found to play crucial roles in both diseases. Finally, a total of 16 hub genes were identified by CytoHubba and MCODE plugins in Cytoscape, including Chemokine (C-C motif) ligand 4(CCL4), Toll-like receptor 2 (TLR2), Integrin Beta 2(ITGB2), Chemokine (C-C motif) Receptor 1(CCR1), Toll-Like Receptor 8 (TLR8), Fc Fragment of IgG Receptor IIa (FCGR2A), Neutrophil Cytosolic Factor 2(NCF2), Leukocyte immunoglobulin-like receptor B2(LILRB2), FGR proto-oncogene, Src family tyrosine kinase(FGR), Intercellular Adhesion Molecule 1 (ICAM1), Caspase 1(CASP1), Matrix Metallopeptidase 9(MMP9), Cluster of Differentiation 163(CD163), Complement Component 5a Receptor 1 (C5AR1), Neutrophil Cytosolic Factor 4 (NCF4), Selectin P (SELP). This study discovered a link between UC and AA, as well as shared hub genes and pathways, which may bring new insights into the processes of UC and AA.
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Gene differential expression was calculated using the “limma” package in R (R 4.2.2).
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sections[4] "Identification of DEGs" paragraph 2
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Gene differential expression was calculated using the “limma” package in R (R 4.2.2).
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The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found in the article. Further inquiries can be directed to the corresponding authors.
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sections[22] "notes" paragraph 1
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The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found in the article. Further inquiries can be directed to the corresponding authors.
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The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found in the article. Further inquiries can be directed to the corresponding authors.
structure object · 15 fields
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GEO
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GEO accession URL
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The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found in the article. Further inquiries can be directed to the corresponding authors.
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17077
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Atherosclerotic and control peripheral artery gene expression
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2026-11-01T15:39:54Z
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The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found in the article. Further inquiries can be directed to the corresponding authors.
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570
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Homo sapiens
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Gene Expression in early and advanced atherosclerotic plaque from human carotid
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2026-11-01T15:39:54Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
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data:geo:GSE36807
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https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE36807
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null
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GSE36807
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null
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The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found in the article. Further inquiries can be directed to the corresponding authors.
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GEO
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GEO accession URL
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The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found in the article. Further inquiries can be directed to the corresponding authors.
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570
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Homo sapiens
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Genome-wide analysis of Crohn's disease and ulcerative colitis biopsy samples.
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2026-11-01T17:30:42Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
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null
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null
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The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found in the article. Further inquiries can be directed to the corresponding authors.
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GEO
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GEO accession URL
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The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found in the article. Further inquiries can be directed to the corresponding authors.
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GSM948550
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43
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570
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Homo sapiens
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Expression data from intestinal mucosa of patients with UC
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2026-11-01T15:39:54Z
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Gene differential expression was calculated using the “limma” package in R (R 4.2.2).
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2026-11-01T19:49:27Z
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of ulcerative colitis and atherosclerosis by microarray data.
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, Intercellular Adhesion Molecule 1 (ICAM1), Caspase 1(CASP1), Matrix Metallopeptidase 9(MMP9), C
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Gene differential expression was calculated using the “limma” package in R (R 4.2.2).
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Complete file
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Prior research has demonstrated that UC increases the risk of AA, although the underlying pathological mechanisms are not entirely understood. The purpose of this work was to discover differentially expressed genes (DEGs) in UC and AA and investigate their molecular processes using a bioinformatics method. The UC (GSE36807) and AA (GSE28829) datasets were obtained from the Gene Expression Omnibus (GEO) database. Following the identification of genes that are differentially expressed in common with UC and AA, functional annotation, the construction of protein-protein interaction (PPI) networks and modules, the identification of hub genes, and co-expression analysis were carried out. 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Finally, a total of 16 hub genes were identified by CytoHubba and MCODE plugins in Cytoscape, including Chemokine (C-C motif) ligand 4(CCL4), Toll-like receptor 2 (TLR2), Integrin Beta 2(ITGB2), Chemokine (C-C motif) Receptor 1(CCR1), Toll-Like Receptor 8 (TLR8), Fc Fragment of IgG Receptor IIa (FCGR2A), Neutrophil Cytosolic Factor 2(NCF2), Leukocyte immunoglobulin-like receptor B2(LILRB2), FGR proto-oncogene, Src family tyrosine kinase(FGR), Intercellular Adhesion Molecule 1 (ICAM1), Caspase 1(CASP1), Matrix Metallopeptidase 9(MMP9), Cluster of Differentiation 163(CD163), Complement Component 5a Receptor 1 (C5AR1), Neutrophil Cytosolic Factor 4 (NCF4), Selectin P (SELP). 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The physical bench the paper used is not, so a physical validation cannot be run here."}, "data": {"tier": "R1", "reachable": true, "accessions": ["GSE36807", "GSE28829", "GSE38713", "GSE100927"], "resolved_accessions": ["GSE36807", "GSE28829", "GSE38713", "GSE100927"], "statements": ["The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found in the article. Further inquiries can be directed to the corresponding authors."], "basis": "The paper names GSE36807, GSE28829, GSE38713, GSE100927 in Gene Expression Omnibus (GEO) and the accession resolves in the repository. No dataset was downloaded and no licence was read."}}, "can_run": {"dsl_operations": ["normalise_counts", "differential_expression_fit", "fdr_bh"], "assets": ["source:pmid:40155679", "data:geo:GSE100927"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:GSE100927"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-11-01T19:49:27Z", "independence": "single_reader"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 5, "usage": {"prompt_tokens": 9620, "completion_tokens": 1253, "cached_tokens": 128}}, "human_critique": null, "stages": [{"id": "extraction", "state": "complete", "reader": "MiniMax-M3.1-Flash", "provider": "minimax"}], "gaps": ["review.independent_reader", "review.machine_critique", "review.human_critique"]}, "execution": {"state": "absent", "status": "not_run", "mode": null, "runs": [], "gaps": ["execution.not_run"]}, "provenance": {"entities": [{"id": "pmid:40155679", "type": "paper", "label": "pmid:40155679"}, {"id": "source:pmid:40155679", "type": "manuscript", "label": "PMID 40155679 full text"}, {"id": "data:geo:GSE100927", "type": "dataset", "label": "GEO GSE100927"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:40155679", "type": "paper", "label": "pmid:40155679"}, {"id": "source:pmid:40155679", "type": "manuscript", "label": "PMID 40155679 full text"}, {"id": "data:geo:GSE100927", "type": "dataset", "label": "GEO GSE100927"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-40155679", "type": "extraction", "used": ["source:pmid:40155679"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-GSE100927", "type": "accession_resolution", "used": ["data:geo:GSE100927"], "agent": "agent:corpus-assay-engine"}], "agents": [{"id": "agent:corpus-assay-engine", "type": "software", "label": "Corpus assay engine"}, {"id": "agent:minimax-reader", "type": "software", "label": "MiniMax literature reader"}], "source_run_id": "reading-sci-2026-11-01", "dsl_catalogue_fingerprint": "343fb30756ba6ec3", "capability_table_fingerprint": "2cb3e42f047d2ecf", "snapshot_id": "ba34b49490d9bfaf"}, "lineage": {"parent_id": "pmid:40155679", "parent_hash": "sha256:9f1a655cdf0bf21165378126dcb5b9f80697a8d808fd8d89b9d9020125fa1bf4", "fork_of": null, "generation": 3}, "gaps": ["asset:data:geo:GSE100927 licence not read", "asset:data:geo:GSE100927 not downloaded", "asset:data:geo:GSE28829 licence not read", "asset:data:geo:GSE28829 not downloaded", "asset:data:geo:GSE36807 licence not read", "asset:data:geo:GSE36807 not downloaded", "asset:data:geo:GSE38713 licence not read", "asset:data:geo:GSE38713 not downloaded", "execution.not_run", "review.human_critique", "review.independent_reader", "review.machine_critique"], "assays": [{"role": "data_generation", "definition_id": "microarray", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.93, "evidence": ["of ulcerative colitis and atherosclerosis by microarray data."], "order_basis": "paper_text_order:37", "id": "assay:1"}, {"role": "data_generation", "definition_id": "apoptosis_assay", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.77, "evidence": [", Intercellular Adhesion Molecule 1 (ICAM1), Caspase 1(CASP1), Matrix Metallopeptidase 9(MMP9), C"], "order_basis": "paper_text_order:1778", "id": "assay:2"}, {"role": "analysis", "definition_id": "differential_expression", "definition_version": "f2132e96ae6c7a4e", "definition_digest": null, "required_operations": ["normalise_counts", "differential_expression_fit", "fdr_bh"], "support_state": "supported", "source_hashes": {"dsl_catalogue": "f2132e96ae6c7a4e"}, "confidence": 1.0, "evidence": ["Gene differential expression was calculated using the “limma” package in R (R 4.2.2)."], "order_basis": "consumes_earlier_output", "id": "assay:3"}]}