← All .science files
pmid:39258216
Identification of Hub Genes in Comorbidity of Psoriasis and Vitiligo Using Bioinformatics Analysis.
Chen Wang · Jinping Yuan · Huiwen Yu · Jiaying Lin · Bingxue Bai
Clinical, cosmetic and investigational dermatology · 2024 doi:10.2147/CCID.S470149
Paper
complete
Experiment
complete
Data
partial
Analysis
partial
Execution
absent
Execution evidence has not yet been added to this .science file. Explore its methods, data and open questions to plan the next step.
Record details sci_version · id · kind · revision · content_hash · schema · created_at · updated_at · generator
paper object · 10 fields
authors array · 5 items
claims array · 3 items
[0] object · 6 fields
evidence array · 1 item
[0] object · 3 fields
[1] object · 6 fields
gaps array · 0 items
experiment object · 8 fields
steps array · 3 items
[0] object · 13 fields
parameters object · 0 fields
inputs array · 1 item
outputs array · 1 item
instruments array · 0 items
reagents array · 0 items
[1] object · 13 fields
parameters object · 0 fields
inputs array · 1 item
outputs array · 1 item
instruments array · 0 items
reagents array · 0 items
[2] object · 13 fields
parameters object · 0 fields
inputs array · 1 item
outputs array · 1 item
instruments array · 0 items
reagents array · 0 items
materials array · 0 items
instruments array · 0 items
reagents array · 0 items
conditions object · 0 fields
gaps array · 0 items
data object · 3 fields
assets array · 5 items
[0] object · 15 fields
structure object · 4 fields
[1] object · 15 fields
structure object · 15 fields
sample_accessions array · 180 items
[2] object · 15 fields
structure object · 15 fields
sample_accessions array · 170 items
[3] object · 15 fields
structure object · 15 fields
sample_accessions array · 40 items
[4] object · 15 fields
structure object · 15 fields
sample_accessions array · 30 items
gaps array · 8 items
analysis object · 4 fields
methods array · 3 items
[0] object · 10 fields
dsl_operations array · 3 items
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[1] object · 10 fields
dsl_operations array · 1 item
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[2] object · 10 fields
dsl_operations array · 0 items
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 0 items
targets array · 0 items
gaps array · 1 item
capability object · 3 fields
requirements array · 1 item
[0] object · 6 fields
assay_families array · 9 items
gaps array · 0 items
readiness object · 8 fields
axes object · 3 fields
method object · 5 fields
required_operations array · 3 items
missing_operations array · 0 items
capability object · 4 fields
data object · 6 fields
accessions array · 4 items
resolved_accessions array · 4 items
statements array · 1 item
can_run object · 3 fields
dsl_operations array · 3 items
assets array · 2 items
steps array · 1 item
must_build object · 5 fields
dsl_operations array · 0 items
converters array · 0 items
readers array · 0 items
capabilities array · 0 items
data_gaps array · 1 item
gaps array · 0 items
review object · 5 fields
machine_critique object · 5 fields
reader object · 5 fields
evidence_check object · 2 fields
usage object · 3 fields
stages array · 1 item
[0] object · 4 fields
gaps array · 3 items
provenance object · 7 fields
entities array · 3 items
activities array · 3 items
[0] object · 4 fields
used array · 3 items
[0] object · 3 fields
[1] object · 3 fields
[2] object · 3 fields
[1] object · 4 fields
agents array · 2 items
lineage object · 4 fields
gaps array · 13 items
assays array · 2 items
[0] object · 11 fields
required_operations array · 0 items
source_hashes object · 1 field
evidence array · 3 items
[1] object · 11 fields
required_operations array · 3 items
source_hashes object · 1 field
evidence array · 1 item
Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:39258216", "kind": "science-record", "revision": 3, "content_hash": "sha256:436467a0370947e24ad578ded62d4905d4a5476299c59db3f1e1e1d33df3a392", "created_at": "2026-11-01T20:29:24Z", "updated_at": "2026-11-01T22:12:39Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Identification of Hub Genes in Comorbidity of Psoriasis and Vitiligo Using Bioinformatics Analysis.", "doi": "10.2147/CCID.S470149", "pmid": "39258216", "authors": ["Chen Wang", "Jinping Yuan", "Huiwen Yu", "Jiaying Lin", "Bingxue Bai"], "journal": "Clinical, cosmetic and investigational dermatology", "year": 2024, "abstract": "Background: Psoriasis and vitiligo are two common autoimmune skin diseases with increased risk of comorbidities, but the common molecular mechanism about the occurrence of these two diseases is still unknown.\nObjective: This study aimed to identify the combined genetic profiles and evaluate the potential mechanism underlying the occurrence of this complication.\nMethods: The Gene Expression Omnibus (GEO) database was used to obtain the gene expression profiles of psoriasis (GSE30999) and vitiligo (GSE75819), and common differentially expressed genes (DEGs) were identified using GEO2R. DEGs were analyzed using functional enrichment analysis, protein-protein interaction (PPI) network and module construction, hub gene identification, and co-expression analysis. And hub genes were identified using Cytoscape software, and the gene expression of hub genes were validated in psoriasis (GSE13355) and vitiligo (GSE65127) datasets and immunohistochemistry at the clinical sample.\nResults: A total of 164 common DEGs with the same trend (137 upregulated and 27 downregulated) were selected for subsequent analysis. Functional analysis emphasized the important roles of the cell cycle and mitotic cell division, cytoskeletal reorganization, and chromatin remodeling in the complications of these two diseases. Fourteen important hub genes were identified, including BUB1, CEP55, CDK1, TOP2A, CENPF, PBK, MELK, CCNB2, MAD2L1, NUSAP1, TTK, NEK2, CDKN3, and PTTG1. Cytotoxic T lymphocyte-associated antigen-4 (CTLA-4) may be an important immune checkpoint in the pathogenesis of the comorbidities.\nConclusion: Our study identified hub genes and potential mechanisms underlying psoriasis and vitiligo complications. And we proposed a new spatio-temporal theory and the probable immune checkpoint for the pathogenesis of the comorbidity which may provide new ideas for the further research.", "claims": [{"id": "claim-method", "statement": "The online GEO2R tool was used to compare gene expression profiles between the diseased and control groups to determine the DEGs that must adjust both P-value< 0.05 and |log FC| (fold change) | ≥ 1.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:39258216", "locator": "sections[3] \"Data Mining and Analyze of GEO Database\" paragraph 2", "quote": "The online GEO2R tool was used to compare gene expression profiles between the diseased and control groups to determine the DEGs that must adjust both P-value< 0.05 and |log FC| (fold change) | ≥ 1."}], "state": "complete"}, {"id": "claim-data-access", "statement": "All data generated or analyzed during this study are included in this article. Further inquiries can be directed to the corresponding author.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:39258216", "locator": "sections[17] \"Data Sharing Statement\" paragraph 2", "quote": "All data generated or analyzed during this study are included in this article. Further inquiries can be directed to the corresponding author."}], "state": "complete"}, {"id": "claim-target-result", "statement": "A total of 164 common DEGs with the same trend (137 upregulated and 27 downregulated) were selected for subsequent analysis.", "kind": "qualitative", "target": null, "evidence": [{"asset": "source:pmid:39258216", "locator": "sections[0] \"Abstract\" paragraph 4", "quote": "A total of 164 common DEGs with the same trend (137 upregulated and 27 downregulated) were selected for subsequent analysis."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": "A total of 164 common DEGs with the same trend (137 upregulated and 27 downregulated) were selected for subsequent analysis.", "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:39258216"], "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:GSE13355"], "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:GSE13355"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:39258216", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.2147/CCID.S470149", "sha256": "sha256:c889488f1ce07f713397d9846ab74d7553b3928ead265d28e84a4b02573bab89", "bytes": 32353, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.2147/CCID.S470149", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC11386070", "source": "europe_pmc_fulltext", "coverage": "whole_body_without_references", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:GSE13355", "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=GSE13355", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE13355", "version": null, "note": "All data generated or analyzed during this study are included in this article. Further inquiries can be directed to the corresponding author.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "All data generated or analyzed during this study are included in this article. Further inquiries can be directed to the corresponding author.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM337197", "GSM337198", "GSM337199", "GSM337200", "GSM337201", "GSM337202", "GSM337203", "GSM337204", "GSM337205", "GSM337206", "GSM337207", "GSM337208", "GSM337209", "GSM337210", "GSM337211", "GSM337212", "GSM337213", "GSM337214", "GSM337215", "GSM337216", "GSM337217", "GSM337218", "GSM337219", "GSM337220", "GSM337221", "GSM337222", "GSM337223", "GSM337224", "GSM337225", "GSM337226", "GSM337227", "GSM337228", "GSM337229", "GSM337230", "GSM337231", "GSM337232", "GSM337233", "GSM337234", "GSM337235", "GSM337236", "GSM337237", "GSM337238", "GSM337239", "GSM337240", "GSM337241", "GSM337242", "GSM337243", "GSM337244", "GSM337245", "GSM337246", "GSM337247", "GSM337248", "GSM337249", "GSM337250", "GSM337251", "GSM337252", "GSM337253", "GSM337254", "GSM337255", "GSM337256", "GSM337257", "GSM337258", "GSM337259", "GSM337260", "GSM337261", "GSM337262", "GSM337263", "GSM337264", "GSM337265", "GSM337266", "GSM337267", "GSM337268", "GSM337269", "GSM337270", "GSM337271", "GSM337272", "GSM337273", "GSM337274", "GSM337275", "GSM337276", "GSM337277", "GSM337278", "GSM337279", "GSM337280", "GSM337281", "GSM337282", "GSM337283", "GSM337284", "GSM337285", "GSM337286", "GSM337287", "GSM337288", "GSM337289", "GSM337290", "GSM337291", "GSM337292", "GSM337293", "GSM337294", "GSM337295", "GSM337296", "GSM337297", "GSM337298", "GSM337299", "GSM337300", "GSM337301", "GSM337302", "GSM337303", "GSM337304", "GSM337305", "GSM337306", "GSM337307", "GSM337308", "GSM337309", "GSM337310", "GSM337311", "GSM337312", "GSM337313", "GSM337314", "GSM337315", "GSM337316", "GSM337317", "GSM337318", "GSM337319", "GSM337320", "GSM337321", "GSM337322", "GSM337323", "GSM337324", "GSM337325", "GSM337326", "GSM337327", "GSM337328", "GSM337329", "GSM337330", "GSM337331", "GSM337332", "GSM337333", "GSM337334", "GSM337335", "GSM337336", "GSM337337", "GSM337338", "GSM337339", "GSM337340", "GSM337341", "GSM337342", "GSM337343", "GSM337344", "GSM337345", "GSM337346", "GSM337347", "GSM337348", "GSM337349", "GSM337350", "GSM337351", "GSM337352", "GSM337353", "GSM337354", "GSM337355", "GSM337356", "GSM337357", "GSM337358", "GSM337359", "GSM337360", "GSM337361", "GSM337362", "GSM337363", "GSM337364", "GSM337365", "GSM337366", "GSM337367", "GSM337368", "GSM337369", "GSM337370", "GSM337371", "GSM337372", "GSM337373", "GSM337374", "GSM337375", "GSM337376"], "sample_count": 180, "group_sizes": null, "group_sizes_basis": null, "platform": "570", "taxon": "Homo sapiens", "title": "Gene expression data of skin from psoriatic patients and normal controls", "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:GSE30999", "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=GSE30999", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE30999", "version": null, "note": "All data generated or analyzed during this study are included in this article. Further inquiries can be directed to the corresponding author.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "All data generated or analyzed during this study are included in this article. Further inquiries can be directed to the corresponding author.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM767976", "GSM767977", "GSM767978", "GSM767979", "GSM767980", "GSM767981", "GSM767982", "GSM767983", "GSM767984", "GSM767985", "GSM767986", "GSM767987", "GSM767988", "GSM767989", "GSM767990", "GSM767991", "GSM767992", "GSM767993", "GSM767994", "GSM767995", "GSM767996", "GSM767997", "GSM767998", "GSM767999", "GSM768000", "GSM768001", "GSM768002", "GSM768003", "GSM768004", "GSM768005", "GSM768006", "GSM768007", "GSM768008", "GSM768009", "GSM768010", "GSM768011", "GSM768012", "GSM768013", "GSM768014", "GSM768015", "GSM768016", "GSM768017", "GSM768018", "GSM768019", "GSM768020", "GSM768021", "GSM768022", "GSM768023", "GSM768024", "GSM768025", "GSM768026", "GSM768027", "GSM768028", "GSM768029", "GSM768030", "GSM768031", "GSM768032", "GSM768033", "GSM768034", "GSM768035", "GSM768036", "GSM768037", "GSM768038", "GSM768039", "GSM768040", "GSM768041", "GSM768042", "GSM768043", "GSM768044", "GSM768045", "GSM768046", "GSM768047", "GSM768048", "GSM768049", "GSM768050", "GSM768051", "GSM768052", "GSM768053", "GSM768054", "GSM768055", "GSM768056", "GSM768057", "GSM768058", "GSM768059", "GSM768060", "GSM768061", "GSM768062", "GSM768063", "GSM768064", "GSM768065", "GSM768066", "GSM768067", "GSM768068", "GSM768069", "GSM768070", "GSM768071", "GSM768072", "GSM768073", "GSM768074", "GSM768075", "GSM768076", "GSM768077", "GSM768078", "GSM768079", "GSM768080", "GSM768081", "GSM768082", "GSM768083", "GSM768084", "GSM768085", "GSM768086", "GSM768087", "GSM768088", "GSM768089", "GSM768090", "GSM768091", "GSM768092", "GSM768093", "GSM768094", "GSM768095", "GSM768096", "GSM768097", "GSM768098", "GSM768099", "GSM768100", "GSM768101", "GSM768102", "GSM768103", "GSM768104", "GSM768105", "GSM768106", "GSM768107", "GSM768108", "GSM768109", "GSM768110", "GSM768111", "GSM768112", "GSM768113", "GSM768114", "GSM768115", "GSM768116", "GSM768117", "GSM768118", "GSM768119", "GSM768120", "GSM768121", "GSM768122", "GSM768123", "GSM768124", "GSM768125", "GSM768126", "GSM768127", "GSM768128", "GSM768129", "GSM768130", "GSM768131", "GSM768132", "GSM768133", "GSM768134", "GSM768135", "GSM768136", "GSM768137", "GSM768138", "GSM768139", "GSM768140", "GSM768141", "GSM768142", "GSM768143", "GSM768144", "GSM768145"], "sample_count": 170, "group_sizes": null, "group_sizes_basis": null, "platform": "570", "taxon": "Homo sapiens", "title": "Expression data from skin biopsy samples from patients with moderate-to-severe psoriasis", "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:GSE65127", "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=GSE65127", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE65127", "version": null, "note": "All data generated or analyzed during this study are included in this article. Further inquiries can be directed to the corresponding author.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "All data generated or analyzed during this study are included in this article. Further inquiries can be directed to the corresponding author.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM1587709", "GSM1587710", "GSM1587711", "GSM1587712", "GSM1587713", "GSM1587714", "GSM1587715", "GSM1587716", "GSM1587717", "GSM1587718", "GSM1587719", "GSM1587720", "GSM1587721", "GSM1587722", "GSM1587723", "GSM1587724", "GSM1587725", "GSM1587726", "GSM1587727", "GSM1587728", "GSM1587729", "GSM1587730", "GSM1587731", "GSM1587732", "GSM1587733", "GSM1587734", "GSM1587735", "GSM1587736", "GSM1587737", "GSM1587738", "GSM1587739", "GSM1587740", "GSM1587741", "GSM1587742", "GSM1587743", "GSM1587744", "GSM1587745", "GSM1587746", "GSM1587747", "GSM1587748"], "sample_count": 40, "group_sizes": null, "group_sizes_basis": null, "platform": "570", "taxon": "Homo sapiens", "title": "Targeting the WNT pathway for repigmenting vitiligo", "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:GSE75819", "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=GSE75819", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE75819", "version": null, "note": "All data generated or analyzed during this study are included in this article. Further inquiries can be directed to the corresponding author.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "All data generated or analyzed during this study are included in this article. Further inquiries can be directed to the corresponding author.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM1968434", "GSM1968435", "GSM1968436", "GSM1968437", "GSM1968438", "GSM1968439", "GSM1968440", "GSM1968441", "GSM1968442", "GSM1968443", "GSM1968444", "GSM1968445", "GSM1968446", "GSM1968447", "GSM1968448", "GSM1968449", "GSM1968450", "GSM1968451", "GSM1968452", "GSM1968453", "GSM1968454", "GSM1968455", "GSM1968456", "GSM1968457", "GSM1968458", "GSM1968459", "GSM1968460", "GSM1968461", "GSM1968462", "GSM1968463"], "sample_count": 30, "group_sizes": null, "group_sizes_basis": null, "platform": "6884", "taxon": "Homo sapiens", "title": "Microarray data vitiligo patients lesional and non-lesional skin", "resolution_checked_at": "2026-11-01T15:39:55Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}], "gaps": ["asset:data:geo:GSE13355 not downloaded", "asset:data:geo:GSE13355 licence not read", "asset:data:geo:GSE30999 not downloaded", "asset:data:geo:GSE30999 licence not read", "asset:data:geo:GSE65127 not downloaded", "asset:data:geo:GSE65127 licence not read", "asset:data:geo:GSE75819 not downloaded", "asset:data:geo:GSE75819 licence not read"]}, "analysis": {"state": "partial", "methods": [{"id": "method-1", "family": "network_analysis", "specific": "ppi_network", "label": "Network / pathway analysis", "dsl_operations": ["build_graph", "centrality_scores", "pathway_enrich"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["edge_list"], "evidence": {"score": 0.7, "band": "medium", "quote": "protein-protein interaction"}}, {"id": "method-2", "family": "network_analysis", "specific": "pathway_enrichment", "label": "Network / pathway analysis", "dsl_operations": ["pathway_enrich"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["edge_list"], "evidence": {"score": 0.8, "band": "high", "quote": "GO enrichment"}}, {"id": "method-3", "family": null, "specific": null, "label": "GEO2R", "dsl_operations": [], "missing_operations": [], "expressible": null, "parameters": {}, "data_shapes": [], "evidence": {"score": 1.0, "band": "verbatim", "quote": "The online GEO2R tool was used to compare gene expression profiles between the diseased and control groups to determine the DEGs that must adjust both P-value< 0.05 and |log FC| (fold change) | ≥ 1."}}], "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": "complete", "tier": "R1", "blocking_axis": "none", "blocked_on": "nothing:replicable_now", "axes": {"method": {"tier": "R1", "expressible": true, "required_operations": ["build_graph", "centrality_scores", "pathway_enrich"], "missing_operations": [], "basis": "The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: ppi_network."}, "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": ["GSE30999", "GSE75819", "GSE13355", "GSE65127"], "resolved_accessions": ["GSE30999", "GSE75819", "GSE13355", "GSE65127"], "statements": ["All data generated or analyzed during this study are included in this article. Further inquiries can be directed to the corresponding author."], "basis": "The paper names GSE30999, GSE75819, GSE13355, GSE65127 in Gene Expression Omnibus (GEO) database and the accession resolves in the repository. No dataset was downloaded and no licence was read."}}, "can_run": {"dsl_operations": ["build_graph", "centrality_scores", "pathway_enrich"], "assets": ["source:pmid:39258216", "data:geo:GSE13355"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:GSE13355"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-11-01T19:30:53Z", "independence": "single_reader"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 5, "usage": {"prompt_tokens": 9540, "completion_tokens": 1804, "cached_tokens": 0}}, "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:39258216", "type": "paper", "label": "pmid:39258216"}, {"id": "source:pmid:39258216", "type": "manuscript", "label": "PMID 39258216 full text"}, {"id": "data:geo:GSE13355", "type": "dataset", "label": "GEO GSE13355"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:39258216", "type": "paper", "label": "pmid:39258216"}, {"id": "source:pmid:39258216", "type": "manuscript", "label": "PMID 39258216 full text"}, {"id": "data:geo:GSE13355", "type": "dataset", "label": "GEO GSE13355"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-39258216", "type": "extraction", "used": ["source:pmid:39258216"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-GSE13355", "type": "accession_resolution", "used": ["data:geo:GSE13355"], "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:39258216", "parent_hash": "sha256:2fa36c96fb63e2361089db6362ae70c201ed5f2290c0a922496ab60fe1807edb", "fork_of": null, "generation": 2}, "gaps": ["asset:data:geo:GSE13355 licence not read", "asset:data:geo:GSE13355 not downloaded", "asset:data:geo:GSE30999 licence not read", "asset:data:geo:GSE30999 not downloaded", "asset:data:geo:GSE65127 licence not read", "asset:data:geo:GSE65127 not downloaded", "asset:data:geo:GSE75819 licence not read", "asset:data:geo:GSE75819 not downloaded", "execution.not_run", "method.reader_named_unmapped", "review.human_critique", "review.independent_reader", "review.machine_critique"], "assays": [{"role": "data_generation", "definition_id": "ihc", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.99, "evidence": ["E13355) and vitiligo (GSE65127) datasets and immunohistochemistry at the clinical sample. Results: A total of", "n level of hub gene at clinical sample. (A). Immunohistochemical staining for BUB1 and CDK1 in the lesional s", "the patients of our department and performed IHC staining. The semiquantitative H-score of BU"], "order_basis": "paper_text_order:992", "id": "assay:1"}, {"role": "analysis", "definition_id": "network_analysis", "definition_version": "f2132e96ae6c7a4e", "definition_digest": null, "required_operations": ["build_graph", "centrality_scores", "pathway_enrich"], "support_state": "supported", "source_hashes": {"dsl_catalogue": "f2132e96ae6c7a4e"}, "confidence": 0.7, "evidence": ["protein-protein interaction"], "order_basis": "consumes_earlier_output", "id": "assay:2"}]}