← All .science files
pmid:38204239
Differential Gene Expression and Immune Cell Infiltration in Patients with Steroid-induced Necrosis of the Femoral Head.
Guowu Ren · Jie Han · Jian Mo · Zhiwei Xu · Xinjian Feng · Feng Chen · Yukun Wu · Qinglin Peng
Endocrine, metabolic & immune disorders drug targets · 2024 doi:10.2174/0118715303266951231206114153
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 · 8 items
claims array · 3 items
[0] object · 6 fields
[1] object · 6 fields
[2] object · 6 fields
evidence array · 1 item
[0] object · 3 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 · 2 items
[0] object · 15 fields
structure object · 4 fields
[1] object · 15 fields
structure object · 15 fields
sample_accessions array · 40 items
gaps array · 2 items
analysis object · 4 fields
methods array · 2 items
[0] object · 10 fields
dsl_operations array · 1 item
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[1] 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 · 1 item
missing_operations array · 0 items
capability object · 4 fields
data object · 6 fields
accessions array · 1 item
resolved_accessions array · 1 item
statements array · 1 item
can_run object · 3 fields
dsl_operations array · 1 item
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 · 7 items
assays array · 3 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 · 0 items
source_hashes object · 1 field
evidence array · 4 items
[2] object · 11 fields
required_operations array · 1 item
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:38204239", "kind": "science-record", "revision": 2, "content_hash": "sha256:59682f74e7da6bbc1459bfb7a75306d65f9e5f96401632c69983f34590c68163", "created_at": "2026-11-01T19:20:07Z", "updated_at": "2026-11-01T21:32:16Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Differential Gene Expression and Immune Cell Infiltration in Patients with Steroid-induced Necrosis of the Femoral Head.", "doi": "10.2174/0118715303266951231206114153", "pmid": "38204239", "authors": ["Guowu Ren", "Jie Han", "Jian Mo", "Zhiwei Xu", "Xinjian Feng", "Feng Chen", "Yukun Wu", "Qinglin Peng"], "journal": "Endocrine, metabolic & immune disorders drug targets", "year": 2024, "abstract": "OBJECTIVE: The study aimed to study the differential gene expression and immune cell infiltration in patients with steroid-induced necrosis of the femoral head (SANFH), identify the key genes and immune cells of SANFH, and explore the relationship between immune cells and SANFH.\nMETHODS: The high-throughput gene chip dataset GSE123568 was downloaded from the GEO database, and the differential gene expression was analyzed with the R language. The STRING database and Cytoscape software were used to analyze the protein interaction network and screen key genes, and enrichment analysis was carried out on key genes. The infiltration of immune cells in SANFH patients was analyzed and verified by immunohistochemistry.\nRESULTS: EP300, TRAF6, STAT1, JAK1, CASP8, and JAK2 are key genes in the pathogenesis of SANFH, which mainly involve myeloid cell differentiation, cytokine-mediated signaling pathway, tumor necrosis factor-mediated signaling pathway, and cellular response to tumor necrosis factor through JAK-STAT, NOD-like receptor, toll-like receptor, and other signaling pathways, leading to the occurrence of diseases; immune infiltration and immunohistochemical results have shown the expression of memory B cells and activated dendritic cells as reduced in SANFH patients, while in the same SANFH samples, M1 macrophages have been positively correlated with monocytes, and neutrophils have been negatively correlated with monocytes expression.\nCONCLUSION: EP300, TRAF6, STAT1, JAK1, CASP8, and JAK2 have exhibited significant differences in SANFH (spontaneous osteonecrosis of the femoral head). Memory B cells, activated dendritic cells, M1 macrophages, monocytes, and neutrophils have shown abnormal expression in SANFH.", "claims": [{"id": "claim-method", "statement": "A paired t-test was used to analyze the phenotypic differences between groups and estimate the relationship between each genotype and the risk of SANFH.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:38204239", "locator": "sections[13] \"Statistical Analysis\" paragraph 2", "quote": "A paired t-test was used to analyze the phenotypic differences between groups and estimate the relationship between each genotype and the risk of SANFH."}], "state": "complete"}, {"id": "claim-data-access", "statement": "The data, used in this study can be obtained from the corresponding author upon request.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:38204239", "locator": "sections[38] \"AVAILABILITY OF DATA AND MATERIALS\" paragraph 2", "quote": "The data, used in this study can be obtained from the corresponding author upon request."}], "state": "complete"}, {"id": "claim-target-result", "statement": "The results showed that compared to healthy controls, SANFH patients had a total of 1836 significantly altered genes, of which 1088 were up-regulated and 748 were down-regulated.", "kind": "qualitative", "target": null, "evidence": [{"asset": "source:pmid:38204239", "locator": "sections[15] \"Analysis of SANFH Differential Genes\" paragraph 2", "quote": "The results showed that compared to healthy controls, SANFH patients had a total of 1836 significantly altered genes, of which 1088 were up-regulated and 748 were down-regulated."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": "The results showed that compared to healthy controls, SANFH patients had a total of 1836 significantly altered genes, of which 1088 were up-regulated and 748 were down-regulated.", "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:38204239"], "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:GSE123568"], "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:GSE123568"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:38204239", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.2174/0118715303266951231206114153", "sha256": "sha256:9bd8bca7647554520b8188d5d0bf178e2d11a8f3149f16a735d706b8c2c0033f", "bytes": 38367, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.2174/0118715303266951231206114153", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC11348512", "source": "europe_pmc_fulltext", "coverage": "whole_body_without_references", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:GSE123568", "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=GSE123568", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE123568", "version": null, "note": "The data, used in this study can be obtained from the corresponding author upon request.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The data, used in this study can be obtained from the corresponding author upon request.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM3507251", "GSM3507252", "GSM3507253", "GSM3507254", "GSM3507255", "GSM3507256", "GSM3507257", "GSM3507258", "GSM3507259", "GSM3507260", "GSM3507261", "GSM3507262", "GSM3507263", "GSM3507264", "GSM3507265", "GSM3507266", "GSM3507267", "GSM3507268", "GSM3507269", "GSM3507270", "GSM3507271", "GSM3507272", "GSM3507273", "GSM3507274", "GSM3507275", "GSM3507276", "GSM3507277", "GSM3507278", "GSM3507279", "GSM3507280", "GSM3507281", "GSM3507282", "GSM3507283", "GSM3507284", "GSM3507285", "GSM3507286", "GSM3507287", "GSM3507288", "GSM3507289", "GSM3507290"], "sample_count": 40, "group_sizes": null, "group_sizes_basis": null, "platform": "15207", "taxon": "Homo sapiens", "title": "Identification of Potential Biomarkers for Improving the Precision of Early Detection of Steroid-induced Osteonecrosis of the Femoral Head", "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:GSE123568 not downloaded", "asset:data:geo:GSE123568 licence not read"]}, "analysis": {"state": "partial", "methods": [{"id": "method-1", "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": "pathway enrichment"}}, {"id": "method-2", "family": null, "specific": null, "label": "paired t-test", "dsl_operations": [], "missing_operations": [], "expressible": null, "parameters": {}, "data_shapes": [], "evidence": {"score": 1.0, "band": "verbatim", "quote": "A paired t-test was used to analyze the phenotypic differences between groups and estimate the relationship between each genotype and the risk of SANFH."}}], "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": ["pathway_enrich"], "missing_operations": [], "basis": "The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: pathway_enrichment."}, "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": ["GSE123568"], "resolved_accessions": ["GSE123568"], "statements": ["The data, used in this study can be obtained from the corresponding author upon request."], "basis": "The paper names GSE123568 in GEO database and the accession resolves in the repository. No dataset was downloaded and no licence was read."}}, "can_run": {"dsl_operations": ["pathway_enrich"], "assets": ["source:pmid:38204239", "data:geo:GSE123568"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:GSE123568"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-11-01T19:04:46Z", "independence": "single_reader"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 5, "usage": {"prompt_tokens": 10640, "completion_tokens": 1547, "cached_tokens": 264}}, "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:38204239", "type": "paper", "label": "pmid:38204239"}, {"id": "source:pmid:38204239", "type": "manuscript", "label": "PMID 38204239 full text"}, {"id": "data:geo:GSE123568", "type": "dataset", "label": "GEO GSE123568"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:38204239", "type": "paper", "label": "pmid:38204239"}, {"id": "source:pmid:38204239", "type": "manuscript", "label": "PMID 38204239 full text"}, {"id": "data:geo:GSE123568", "type": "dataset", "label": "GEO GSE123568"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-38204239", "type": "extraction", "used": ["source:pmid:38204239"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-GSE123568", "type": "accession_resolution", "used": ["data:geo:GSE123568"], "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:38204239", "parent_hash": "sha256:33ce7fd8ca9a9e5ba7ea5cd176d4eb55c8c64b42f603d4973e9149bc703cde0d", "fork_of": null, "generation": 1}, "gaps": ["asset:data:geo:GSE123568 licence not read", "asset:data:geo:GSE123568 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": ["SANFH patients was analyzed and verified by immunohistochemistry. RESULTS: EP300, TRAF6, STAT1, JAK1, CASP8,", "urrence of diseases; immune infiltration and immunohistochemical results have shown the expression of memory"], "order_basis": "paper_text_order:775", "id": "assay:1"}, {"role": "data_generation", "definition_id": "animal_model", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.99, "evidence": ["e subjected to a 12-hour fasting period. The mice were randomly divided into two groups, with 6 mic", "tlined in the “Animal Research: Reporting of In vivo Experiments” (ARRIVE) guidelines, and adhere", "esign Prior to the experiment, all groups of rats were subjected to a 12-hour fasting period. The m", "esign Prior to the experiment, all groups of rats were subjected to a 12-hour fasting period."], "order_basis": "paper_text_order:2998", "id": "assay:2"}, {"role": "analysis", "definition_id": "network_analysis", "definition_version": "f2132e96ae6c7a4e", "definition_digest": null, "required_operations": ["pathway_enrich"], "support_state": "supported", "source_hashes": {"dsl_catalogue": "f2132e96ae6c7a4e"}, "confidence": 0.8, "evidence": ["pathway enrichment"], "order_basis": "consumes_earlier_output", "id": "assay:3"}]}