← All .science files
pmid:39991755
Potential Biomarkers and Therapeutic Targets in Hepatitis B Virus-related Acute Liver Failure: Interplay of the Ferroptosis, Autophagy and Immune Responses.
Jing Zuo · Yu-Xin Tian · Qi An · Bai-Yun Wu · Jie-Ru Yang · Yu-Chen Fan
International journal of medical sciences · 2025 doi:10.7150/ijms.106360
Paper
complete
Experiment
partial
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 · 6 items
claims array · 3 items
[0] object · 6 fields
[1] 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 · 1 item
data object · 3 fields
assets array · 3 items
[0] object · 15 fields
structure object · 4 fields
[1] object · 15 fields
structure object · 15 fields
sample_accessions array · 28 items
[2] object · 15 fields
structure object · 15 fields
sample_accessions array · 34 items
gaps array · 4 items
analysis object · 4 fields
methods array · 3 items
[0] object · 10 fields
dsl_operations array · 0 items
missing_operations array · 1 item
parameters object · 0 fields
data_shapes array · 1 item
[1] object · 10 fields
dsl_operations array · 0 items
missing_operations array · 1 item
parameters object · 0 fields
data_shapes array · 1 item
[2] 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 · 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 · 0 items
missing_operations array · 1 item
capability object · 4 fields
data object · 6 fields
accessions array · 2 items
resolved_accessions array · 2 items
statements array · 1 item
can_run object · 3 fields
dsl_operations array · 0 items
assets array · 2 items
steps array · 0 items
must_build object · 5 fields
dsl_operations array · 1 item
[0] object · 3 fields
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 · 1 item
[0] object · 11 fields
required_operations array · 0 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:39991755", "kind": "science-record", "revision": 3, "content_hash": "sha256:a83093706fe181c3b73e85f7c57ecf8ef2265c81196c2f7f0f7b247acac73f2d", "created_at": "2026-11-01T20:30:13Z", "updated_at": "2026-11-01T22:13:40Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Potential Biomarkers and Therapeutic Targets in Hepatitis B Virus-related Acute Liver Failure: Interplay of the Ferroptosis, Autophagy and Immune Responses.", "doi": "10.7150/ijms.106360", "pmid": "39991755", "authors": ["Jing Zuo", "Yu-Xin Tian", "Qi An", "Bai-Yun Wu", "Jie-Ru Yang", "Yu-Chen Fan"], "journal": "International journal of medical sciences", "year": 2025, "abstract": "Hepatitis B virus-related acute liver failure (HBV-ALF) is characterized by a high fatality rate, its pathogenesis remains unclear and the therapeutic efficacy is limited. Ferroptosis which closely related to autophagy may be an underlying mechanism of HBV-ALF. The aim of this study was to identify key ferroptosis- and autophagy-related genes and pathways and provide insight into potential therapeutic approaches for HBV-ALF. We accessed the GSE14668 and GSE96851 datasets from the Gene Expression Omnibus (GEO) database and focused on differentially expressed genes (DEGs), ferroptosis-related DEGs (FRGs) and autophagy-related DEGs (ARGs). Hub genes were subsequently analyzed for enrichment, protein‒protein interactions (PPIs), and different immunological microenvironments, and potential hub gene were identified using MCC method and LASSO. Gene-targeted drugs were from the DGIdb and DrugBank databases.A total of 1462 DEGs were identified (726 upregulated and 736 downregulated). Enriched pathways included amino acid metabolism and immune and inflammatory responses, potentially serving as biomarkers for ALF pathogenesis. After integration with the FerrDb and HADb databases, 55 FRGs and 45 ARGs were identified. Thirteen hub genes (SLC7A11, HMOX1, G6PD, RRM2, KIF20A, HELLS, GPT2, GLS2, SPP1, CCR2, DCN, IRS1, and IGF1) were identified which closely associated with the immune microenvironment. Interplay among these genes occurred primarily through HMOX1. Moreover, we identified several hub gene-targeted drugs that may be effective in HBV-ALF treatment, such as riluzole, acetylcysteine, NADH and Vitamin E.Thirteen hub genes may play crucial roles in HBV-ALF progression, particularly, the HMOX1. Furthermore, drug target exploration offered promising avenues for therapeutic intervention in patients with HBV-ALF.", "claims": [{"id": "claim-method", "statement": "P values were calculated by two-sided Wilcoxon rank-sum test.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:39991755", "locator": "sections[11] \"DEGs in HBV-ALF and enrichment analysis\" paragraph 3", "quote": "P values were calculated by two-sided Wilcoxon rank-sum test."}], "state": "complete"}, {"id": "claim-data-access", "statement": "The datasets were analyzed from GEO (https://www.ncbi.nlm.nih.gov/geo), FerrDb V2(http://www.zhounan.org/ferrdb/current/) and the HADb (http://www.autophagy.lu). GEO is a publicly accessible repository. Informed consent and ethical clearance have been obtained for all individuals included in the dataset. Researchers are permitted to freely access and download the data for scientific inquiry. As our investigation was anchored in publicly available datasets, there were no ethical issues.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:39991755", "locator": "sections[23] \"Data availability\" paragraph 2", "quote": "The datasets were analyzed from GEO (https://www.ncbi.nlm.nih.gov/geo), FerrDb V2(http://www.zhounan.org/ferrdb/current/) and the HADb (http://www.autophagy.lu). GEO is a publicly accessible repository. Informed consent and ethical clearance have been obtained for all individuals included in the dataset. Researchers are permitted to freely access and download the data for scientific inquiry. As our investigation was anchored in publicly available datasets, there were no ethical issues."}], "state": "complete"}, {"id": "claim-target-result", "statement": "A total of 1462 DEGs were identified (726 upregulated and 736 downregulated).", "kind": "qualitative", "target": null, "evidence": [{"asset": "source:pmid:39991755", "locator": "sections[0] \"Abstract\" paragraph 1", "quote": "A total of 1462 DEGs were identified (726 upregulated and 736 downregulated)."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "partial", "objective": "A total of 1462 DEGs were identified (726 upregulated and 736 downregulated).", "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:39991755"], "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:GSE14668"], "outputs": ["the source data with its repository provenance"], "instruments": [], "reagents": []}, {"id": "run_analysis", "order": 3, "name": "Run the published analysis", "kind": "analysis", "state": "blocked", "blocked_on": "method:group_comparison_wilcoxon", "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:GSE14668"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": ["step:run_analysis blocked on method:group_comparison_wilcoxon"]}, "data": {"state": "partial", "assets": [{"id": "source:pmid:39991755", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.7150/ijms.106360", "sha256": "sha256:c194b08d74d5cb1c1ea19b8438429550e39537a73cc77097db684333d46a92d9", "bytes": 49478, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.7150/ijms.106360", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC11843133", "source": "europe_pmc_fulltext", "coverage": "whole_body", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:GSE14668", "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=GSE14668", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE14668", "version": null, "note": "The datasets were analyzed from GEO (https://www.ncbi.nlm.nih.gov/geo), FerrDb V2(http://www.zhounan.org/ferrdb/current/) and the HADb (http://www.autophagy.lu). GEO is a publicly accessible repository. Informed consent and ethical clearance have been obtained for all individuals included in the dataset. Researchers are permitted to freely access and download the data for scientific inquiry. As our investigation was anchored in publicly available datasets, there were no ethical issues.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The datasets were analyzed from GEO (https://www.ncbi.nlm.nih.gov/geo), FerrDb V2(http://www.zhounan.org/ferrdb/current/) and the HADb (http://www.autophagy.lu). GEO is a publicly accessible repository. Informed consent and ethical clearance have been obtained for all individuals included in the dataset. Researchers are permitted to freely access and download the data for scientific inquiry. As our investigation was anchored in publicly available datasets, there were no ethical issues.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM366057", "GSM366058", "GSM366059", "GSM366060", "GSM366061", "GSM366062", "GSM366063", "GSM366064", "GSM366065", "GSM366066", "GSM366067", "GSM366068", "GSM366069", "GSM366070", "GSM366071", "GSM366072", "GSM534452", "GSM534453", "GSM534454", "GSM534455", "GSM534456", "GSM534457", "GSM534458", "GSM534459", "GSM534460", "GSM534461", "GSM534462", "GSM534463"], "sample_count": 28, "group_sizes": null, "group_sizes_basis": null, "platform": "570", "taxon": "Homo sapiens", "title": "B-Cell Gene Signature with Massive Intrahepatic Production of Antibodies to Hepatitis B Core Antigen in HBV-Associated Acute Liver Failure", "resolution_checked_at": "2026-11-01T18:06:43Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "data:geo:GSE96851", "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=GSE96851", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE96851", "version": null, "note": "The datasets were analyzed from GEO (https://www.ncbi.nlm.nih.gov/geo), FerrDb V2(http://www.zhounan.org/ferrdb/current/) and the HADb (http://www.autophagy.lu). GEO is a publicly accessible repository. Informed consent and ethical clearance have been obtained for all individuals included in the dataset. Researchers are permitted to freely access and download the data for scientific inquiry. As our investigation was anchored in publicly available datasets, there were no ethical issues.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The datasets were analyzed from GEO (https://www.ncbi.nlm.nih.gov/geo), FerrDb V2(http://www.zhounan.org/ferrdb/current/) and the HADb (http://www.autophagy.lu). GEO is a publicly accessible repository. Informed consent and ethical clearance have been obtained for all individuals included in the dataset. Researchers are permitted to freely access and download the data for scientific inquiry. As our investigation was anchored in publicly available datasets, there were no ethical issues.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM2545069", "GSM2545070", "GSM2545071", "GSM2545072", "GSM2545073", "GSM2545074", "GSM2545075", "GSM2545076", "GSM2545077", "GSM2545078", "GSM2545079", "GSM2545080", "GSM2545081", "GSM2545082", "GSM2545083", "GSM2545084", "GSM2545085", "GSM2545086", "GSM2545087", "GSM2545088", "GSM2545089", "GSM2545090", "GSM2545091", "GSM2545092", "GSM2545093", "GSM2545094", "GSM2545095", "GSM2545096", "GSM2545097", "GSM2545098", "GSM2545099", "GSM2545100", "GSM2545101", "GSM2545102"], "sample_count": 34, "group_sizes": null, "group_sizes_basis": null, "platform": "570", "taxon": "Homo sapiens", "title": "Role of Humoral Immunity against Hepatitis B Virus Core Antigen in the Pathogenesis of Acute Liver Failure", "resolution_checked_at": "2026-11-01T20:16:08Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}], "gaps": ["asset:data:geo:GSE14668 not downloaded", "asset:data:geo:GSE14668 licence not read", "asset:data:geo:GSE96851 not downloaded", "asset:data:geo:GSE96851 licence not read"]}, "analysis": {"state": "partial", "methods": [{"id": "method-1", "family": "group_comparison", "specific": "wilcoxon", "label": "Group comparison", "dsl_operations": [], "missing_operations": ["group_comparison_wilcoxon"], "expressible": false, "parameters": {}, "data_shapes": ["two_or_more_groups_continuous"], "evidence": {"score": 1.0, "band": "verbatim", "quote": "P values were calculated by two-sided Wilcoxon rank-sum test."}}, {"id": "method-2", "family": "group_comparison", "specific": "student_t_test", "label": "Group comparison", "dsl_operations": [], "missing_operations": ["student_t"], "expressible": false, "parameters": {}, "data_shapes": ["two_or_more_groups_continuous"], "evidence": {"score": 0.8, "band": "high", "quote": "Student's t test"}}, {"id": "method-3", "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": ["method.group_comparison_wilcoxon"]}, "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": false, "required_operations": [], "missing_operations": ["group_comparison_wilcoxon"], "basis": "The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: wilcoxon."}, "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": ["GSE14668", "GSE96851"], "resolved_accessions": ["GSE14668", "GSE96851"], "statements": ["The datasets were analyzed from GEO (https://www.ncbi.nlm.nih.gov/geo), FerrDb V2(http://www.zhounan.org/ferrdb/current/) and the HADb (http://www.autophagy.lu). GEO is a publicly accessible repository. Informed consent and ethical clearance have been obtained for all individuals included in the dataset. Researchers are permitted to freely access and download the data for scientific inquiry. As our investigation was anchored in publicly available datasets, there were no ethical issues."], "basis": "The paper names GSE14668, GSE96851 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": [], "assets": ["source:pmid:39991755", "data:geo:GSE14668"], "steps": []}, "must_build": {"dsl_operations": [{"operation": "group_comparison_wilcoxon", "unlocks_papers": null, "priority": null}], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:GSE14668"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-11-01T19:46:33Z", "independence": "single_reader"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 5, "usage": {"prompt_tokens": 14513, "completion_tokens": 2386, "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:39991755", "type": "paper", "label": "pmid:39991755"}, {"id": "source:pmid:39991755", "type": "manuscript", "label": "PMID 39991755 full text"}, {"id": "data:geo:GSE14668", "type": "dataset", "label": "GEO GSE14668"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:39991755", "type": "paper", "label": "pmid:39991755"}, {"id": "source:pmid:39991755", "type": "manuscript", "label": "PMID 39991755 full text"}, {"id": "data:geo:GSE14668", "type": "dataset", "label": "GEO GSE14668"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-39991755", "type": "extraction", "used": ["source:pmid:39991755"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-GSE14668", "type": "accession_resolution", "used": ["data:geo:GSE14668"], "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:39991755", "parent_hash": "sha256:66a28cebbe43429bd18258f31cc7d2aeb847157dd0d07aa4dec401d73c532a28", "fork_of": null, "generation": 2}, "gaps": ["asset:data:geo:GSE14668 licence not read", "asset:data:geo:GSE14668 not downloaded", "asset:data:geo:GSE96851 licence not read", "asset:data:geo:GSE96851 not downloaded", "execution.not_run", "method.group_comparison_wilcoxon", "review.human_critique", "review.independent_reader", "review.machine_critique", "step:run_analysis blocked on method:group_comparison_wilcoxon"], "assays": [{"role": "analysis", "definition_id": "group_comparison", "definition_version": "f2132e96ae6c7a4e", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"dsl_catalogue": "f2132e96ae6c7a4e"}, "confidence": 1.0, "evidence": ["P values were calculated by two-sided Wilcoxon rank-sum test."], "order_basis": "analysis_only", "id": "assay:1"}]}