← All .science files
pmid:38181271
TYROBP as a molecular target in cholangiocarcinoma, renal cancer and abdominal aortic aneurysm.
Wei Jia · Lei Chen · Shiyang Hou · Chunbo Kang · Hongru Deng
Medicine · 2024 doi:10.1097/MD.0000000000036843
Paper
complete
Experiment
complete
Data
partial
Analysis
complete
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 · 4 items
[0] object · 15 fields
structure object · 4 fields
[1] object · 15 fields
structure object · 15 fields
sample_accessions array · 57 items
[2] object · 15 fields
structure object · 15 fields
sample_accessions array · 41 items
[3] object · 15 fields
structure object · 15 fields
sample_accessions array · 22 items
gaps array · 6 items
analysis object · 4 fields
methods array · 2 items
[0] object · 10 fields
dsl_operations array · 3 items
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
evidence object · 3 fields
[1] object · 10 fields
dsl_operations array · 3 items
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
targets array · 0 items
gaps array · 0 items
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 · 3 items
resolved_accessions array · 3 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 · 10 items
assays array · 2 items
[0] object · 11 fields
required_operations array · 0 items
source_hashes object · 1 field
evidence array · 2 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:38181271", "kind": "science-record", "revision": 4, "content_hash": "sha256:cbcd9a48a542f7f4b1e84f36859b47de324f1e37782e33541ecbb86485efa016", "created_at": "2026-11-01T19:20:06Z", "updated_at": "2026-11-01T22:53:23Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "TYROBP as a molecular target in cholangiocarcinoma, renal cancer and abdominal aortic aneurysm.", "doi": "10.1097/MD.0000000000036843", "pmid": "38181271", "authors": ["Wei Jia", "Lei Chen", "Shiyang Hou", "Chunbo Kang", "Hongru Deng"], "journal": "Medicine", "year": 2024, "abstract": "Cholangiocarcinoma occurs when there is a malignant tumor in the bile duct system. Renal cancer originates from renal tubular epithelial cells. Abdominal aortic aneurysm (AAA) is a permanently localized dilation caused by a lesion or injury to abdominal aortic wall. However, the relationship between TYROBP and cholangiocarcinoma, renal cancer and AAA remains unclear. The profiles of cholangiocarcinoma dataset GSE107943, renal cell carcinoma dataset GSE213324, and AAA dataset GSE47472 were downloaded from the GEO database using the platforms GPL18573, GPL24676, and GPL10558. DEGs were screened, WGCNA was performed as well as construction and analysis of PPI network. Functional enrichment analysis, GSEA, heat map of gene expression, survival analysis, and immune infiltration analysis were performed. The most relevant diseases to core genes were found by CTD. The GSE107943 dataset identified 3383 DEGs for cholangiocarcinoma, GSE47472 identified 95 DEGs for abdominal aortic aneurysm, and GSE213324 identified 10245 DEGs for renal cell carcinoma. For the GSE107943 cholangiocarcinoma dataset, GO analysis revealed enrichment in immune response, cell adhesion, extracellular space, and oxidoreductase activity. KEGG analysis indicated enrichment in metabolic pathways, the PI3K-Akt signaling pathway, cell apoptosis, the cell cycle, and the NF-kappa B signaling pathway. In the GSE47472 AAA dataset, GO analysis showed enrichment in neuroblast differentiation, cardiac muscle myofilament complex, and alkaline binding. KEGG analysis indicated enrichment in mRNA surveillance pathway and purine metabolism. In the GSE213324 renal cell carcinoma dataset, GO analysis indicated enrichment in immune system processes, cell adhesion, and membrane parts. KEGG analysis showed enrichment in cytokine-cytokine receptor interaction, calcium signaling pathway, and hematopoietic cell lineage. Furthermore, for cholangiocarcinoma (GSE107943), enriched terms associated with DEGs were in metabolic pathways, cell apoptosis, and the cell cycle. For AAA (GSE47472), enriched terms were in alkaline binding and cellular redox homeostasis. For renal cell carcinoma (GSE213324), enriched terms were in biological adhesion, regulation of immune system processes, and cell surface. Common core genes (ADH6, AGXT, CYP3A43, TYROBP) were identified for cholangiocarcinoma, renal cell carcinoma, and AAA. ADH6 and TYROBP were associated with cholangiocarcinoma, AAA, renal tumors, kidney diseases, atherosclerosis, and inflammation. TYROBP is abnormally expressed in cholangiocarcinoma, renal cancer and abdominal aortic aneurysm.", "claims": [{"id": "claim-method", "statement": "Probe aggregation and background correction of merge matrix using R package “limma.” P value were adjusted using Benjamini-Hochberg method. The multiple change (FC) is calculated using error detection rate (FDR). The cutoff value of DEG is P less than .05 and FC is greater than 1.5.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:38181271", "locator": "sections[4] \"2.2. Differentially expressed genes (DEGs) were screened\" paragraph 2", "quote": "Probe aggregation and background correction of merge matrix using R package “limma.” P value were adjusted using Benjamini-Hochberg method. The multiple change (FC) is calculated using error detection rate (FDR). The cutoff value of DEG is P less than .05 and FC is greater than 1.5."}], "state": "complete"}, {"id": "claim-data-access", "statement": "The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:38181271", "locator": "sections[29] \"fn-group\" paragraph 1", "quote": "The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request."}], "state": "complete"}, {"id": "claim-target-result", "statement": "TYROBP is abnormally expressed in cholangiocarcinoma, renal cancer and abdominal aortic aneurysm.", "kind": "qualitative", "target": null, "evidence": [{"asset": "source:pmid:38181271", "locator": "sections[0] \"Abstract\" paragraph 1", "quote": "TYROBP is abnormally expressed in cholangiocarcinoma, renal cancer and abdominal aortic aneurysm."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": "TYROBP is abnormally expressed in cholangiocarcinoma, renal cancer and abdominal aortic aneurysm.", "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:38181271"], "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:GSE107943"], "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:GSE107943"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:38181271", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1097/MD.0000000000036843", "sha256": "sha256:5946e65356f5279b921123cbef62eef5663d014a235bfd2ff520a1041ee53cd3", "bytes": 32688, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.1097/MD.0000000000036843", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC10766282", "source": "europe_pmc_fulltext", "coverage": "whole_body_without_references", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:GSE107943", "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=GSE107943", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE107943", "version": null, "note": "The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM2883928", "GSM2883929", "GSM2883930", "GSM2883931", "GSM2883932", "GSM2883933", "GSM2883934", "GSM2883935", "GSM2883936", "GSM2883937", "GSM2883938", "GSM2883939", "GSM2883940", "GSM2883941", "GSM2883942", "GSM2883943", "GSM2883944", "GSM2883945", "GSM2883946", "GSM2883947", "GSM2883948", "GSM2883949", "GSM2883950", "GSM2883951", "GSM2883952", "GSM2883953", "GSM2883954", "GSM2883955", "GSM2883956", "GSM2883957", "GSM2883958", "GSM2883959", "GSM2883960", "GSM2883961", "GSM2883962", "GSM2883963", "GSM2883964", "GSM2883965", "GSM2883966", "GSM2883967", "GSM2883968", "GSM2883969", "GSM2883970", "GSM2883971", "GSM2883972", "GSM2883973", "GSM2883974", "GSM2883975", "GSM2883976", "GSM2883977", "GSM2883978", "GSM2883979", "GSM2883980", "GSM2883981", "GSM2883982", "GSM2883983", "GSM2883984"], "sample_count": 57, "group_sizes": null, "group_sizes_basis": null, "platform": "18573", "taxon": "Homo sapiens", "title": "Integrative molecular and clinical analysis of intrahepatic cholangiocarcinoma reveals two prognostic subclassees", "resolution_checked_at": "2026-11-01T17:30:42Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "data:geo:GSE213324", "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=GSE213324", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE213324", "version": null, "note": "The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM6578949", "GSM6578950", "GSM6578951", "GSM6578952", "GSM6578953", "GSM6578954", "GSM6578955", "GSM6578956", "GSM6578957", "GSM6578958", "GSM6578959", "GSM6578960", "GSM6578961", "GSM6578962", "GSM6578963", "GSM6578964", "GSM6578965", "GSM6578966", "GSM6578967", "GSM6578968", "GSM6578969", "GSM6578970", "GSM6578971", "GSM6578972", "GSM6578973", "GSM6578974", "GSM6578975", "GSM6578976", "GSM6578977", "GSM6578978", "GSM6578979", "GSM6578980", "GSM6578981", "GSM6578982", "GSM6578983", "GSM6578984", "GSM6578985", "GSM6578986", "GSM6578987", "GSM6578988", "GSM6578989"], "sample_count": 41, "group_sizes": null, "group_sizes_basis": null, "platform": "24676", "taxon": "Homo sapiens", "title": "Analysis of differentially expressed genes by gene expression values through transcriptome sequencing in kidney cancer tissue", "resolution_checked_at": "2026-11-01T19:09:46Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "data:geo:GSE47472", "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=GSE47472", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE47472", "version": null, "note": "The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM1150689", "GSM1150690", "GSM1150691", "GSM1150692", "GSM1150693", "GSM1150694", "GSM1150695", "GSM1150696", "GSM1150697", "GSM1150698", "GSM1150699", "GSM1150700", "GSM1150701", "GSM1150702", "GSM1150703", "GSM1150704", "GSM1150705", "GSM1150706", "GSM1150707", "GSM1150708", "GSM1150709", "GSM1150710"], "sample_count": 22, "group_sizes": null, "group_sizes_basis": null, "platform": "10558", "taxon": "Homo sapiens", "title": "Differential gene expression in the proximal neck of human abdominal aortic aneurysm", "resolution_checked_at": "2026-11-01T15:39:54Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}], "gaps": ["asset:data:geo:GSE107943 not downloaded", "asset:data:geo:GSE107943 licence not read", "asset:data:geo:GSE213324 not downloaded", "asset:data:geo:GSE213324 licence not read", "asset:data:geo:GSE47472 not downloaded", "asset:data:geo:GSE47472 licence not read"]}, "analysis": {"state": "complete", "methods": [{"id": "method-1", "family": "differential_expression", "specific": "limma_voom", "label": "Differential expression analysis", "dsl_operations": ["normalise_counts", "differential_expression_fit", "fdr_bh"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["count_matrix_with_condition"], "evidence": {"score": 1.0, "band": "verbatim", "quote": "Probe aggregation and background correction of merge matrix using R package “limma.” P value were adjusted using Benjamini-Hochberg method. The multiple change (FC) is calculated using error detection rate (FDR). The cutoff value of DEG is P less than .05 and FC is greater than 1.5."}}, {"id": "method-2", "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": "PPI"}}], "targets": [], "gaps": []}, "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": ["normalise_counts", "differential_expression_fit", "fdr_bh"], "missing_operations": [], "basis": "The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: limma_voom."}, "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": ["GSE107943", "GSE213324", "GSE47472"], "resolved_accessions": ["GSE107943", "GSE213324", "GSE47472"], "statements": ["The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request."], "basis": "The paper names GSE107943, GSE213324, GSE47472 in GEO database 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:38181271", "data:geo:GSE107943"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:GSE107943"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-11-01T19:04:24Z", "independence": "single_reader"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 5, "usage": {"prompt_tokens": 9320, "completion_tokens": 3141, "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:38181271", "type": "paper", "label": "pmid:38181271"}, {"id": "source:pmid:38181271", "type": "manuscript", "label": "PMID 38181271 full text"}, {"id": "data:geo:GSE107943", "type": "dataset", "label": "GEO GSE107943"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:38181271", "type": "paper", "label": "pmid:38181271"}, {"id": "source:pmid:38181271", "type": "manuscript", "label": "PMID 38181271 full text"}, {"id": "data:geo:GSE107943", "type": "dataset", "label": "GEO GSE107943"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-38181271", "type": "extraction", "used": ["source:pmid:38181271"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-GSE107943", "type": "accession_resolution", "used": ["data:geo:GSE107943"], "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:38181271", "parent_hash": "sha256:4d61ef55d69809f1bc6df4a61d7ccbb005ed82560553ff2862d44e0947537540", "fork_of": null, "generation": 3}, "gaps": ["asset:data:geo:GSE107943 licence not read", "asset:data:geo:GSE107943 not downloaded", "asset:data:geo:GSE213324 licence not read", "asset:data:geo:GSE213324 not downloaded", "asset:data:geo:GSE47472 licence not read", "asset:data:geo:GSE47472 not downloaded", "execution.not_run", "review.human_critique", "review.independent_reader", "review.machine_critique"], "assays": [{"role": "data_generation", "definition_id": "apoptosis_assay", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.93, "evidence": ["thways, the PI3K-Akt signaling pathway, cell apoptosis, the cell cycle, and the NF-kappa B signalin", "d with DEGs were in metabolic pathways, cell apoptosis, and the cell cycle. For AAA (GSE47472), enr"], "order_basis": "paper_text_order:1366", "id": "assay:1"}, {"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": ["Probe aggregation and background correction of merge matrix using R package “limma.” P value were adjusted using Benjamini-Hochberg method. The multiple change (FC) is calculated using error detection rate (FDR). The cutoff value of DEG is P less than .05 and FC is greater than 1.5."], "order_basis": "consumes_earlier_output", "id": "assay:2"}]}