← All .science files
pmid:41300746
FCER1A Downregulation in Infectious Pneumonia: A Multi-Modal Study Combining Bioinformatics, Animal Models, and Reverse Pharmacology.
Yuan Cai · Xiaolong Feng · Mengxiong Xiao · Qian Li · Xinru Tao · Penghui Li
Genes · 2025 doi:10.3390/genes16111294
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 · 6 items
claims array · 3 items
[0] object · 6 fields
[1] object · 6 fields
[2] 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 · 3 items
[0] object · 15 fields
structure object · 4 fields
[1] object · 15 fields
structure object · 15 fields
sample_accessions array · 172 items
[2] object · 15 fields
structure object · 15 fields
sample_accessions array · 29 items
gaps array · 4 items
analysis object · 4 fields
methods array · 4 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 · 4 items
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[2] object · 10 fields
dsl_operations array · 1 item
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[3] 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 · 3 items
missing_operations array · 0 items
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 · 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 · 9 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:41300746", "kind": "science-record", "revision": 4, "content_hash": "sha256:a3182a2adf4ea27e7d53008c39ff6c784af1c53697bf70d8ff83c5261fd8f456", "created_at": "2026-11-01T20:31:19Z", "updated_at": "2026-11-01T22:57:31Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "FCER1A Downregulation in Infectious Pneumonia: A Multi-Modal Study Combining Bioinformatics, Animal Models, and Reverse Pharmacology.", "doi": "10.3390/genes16111294", "pmid": "41300746", "authors": ["Yuan Cai", "Xiaolong Feng", "Mengxiong Xiao", "Qian Li", "Xinru Tao", "Penghui Li"], "journal": "Genes", "year": 2025, "abstract": "Background: Infectious pneumonia remains a major global health challenge with high morbidity and mortality, especially among vulnerable groups. Current diagnostic approaches lack sufficient specificity and accuracy. This study aimed to identify core diagnostic genes, explore their biological functions, and predict potential natural compounds targeting these genes to improve diagnostic and therapeutic strategies. Methods: Gene expression profiles from the GEO database (GSE103119) were analyzed to identify differentially expressed genes (DEGs). Hub genes were selected by integrating protein-protein interaction (PPI) networks and multiple machine learning algorithms. Expression patterns of the identified hub gene were validated in a murine pneumonia model. Reverse network pharmacology was applied to screen natural compounds, followed by molecular docking and molecular dynamics simulations to evaluate binding affinity and complex stability. Results: A total of 2550 DEGs were identified. FCER1A was consistently determined as a hub gene through PPI and machine learning analyses, showing significant downregulation in infectious pneumonia patients. Animal experiments confirmed pronounced reduction of Fcer1a transcription in both lung tissue and whole blood of pneumonia model mice. Two natural compounds, pyrogallol and tectorigenin, were identified as potential ligands for FCER1A. Molecular simulations confirmed stable binding with the target protein, with tectorigenin exhibiting superior binding affinity. Conclusions: This study proposes FCER1A as a promising diagnostic biomarker for infectious pneumonia and suggests tectorigenin as a candidate compound for further therapeutic development.", "claims": [{"id": "claim-method", "statement": "Differential expression analysis was performed using the “limma” R package to identify DEGs between whole blood samples from infectious pneumonia patients and healthy controls.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:41300746", "locator": "sections[4] \"2.2. Identification of DEGs\" paragraph 2", "quote": "Differential expression analysis was performed using the “limma” R package to identify DEGs between whole blood samples from infectious pneumonia patients and healthy controls."}], "state": "complete"}, {"id": "claim-data-access", "statement": "The original contributions presented in the study are included in the article/Supplementary Materials, further inquiries can be directed to the corresponding authors.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:41300746", "locator": "sections[40] \"Data Availability Statement\" paragraph 2", "quote": "The original contributions presented in the study are included in the article/Supplementary Materials, further inquiries can be directed to the corresponding authors."}], "state": "complete"}, {"id": "claim-target-result", "statement": "FCER1A was consistently determined as a hub gene through PPI and machine learning analyses, showing significant downregulation in infectious pneumonia patients.", "kind": "qualitative", "target": null, "evidence": [{"asset": "source:pmid:41300746", "locator": "sections[0] \"Abstract\" paragraph 1", "quote": "FCER1A was consistently determined as a hub gene through PPI and machine learning analyses, showing significant downregulation in infectious pneumonia patients."}, {"asset": "source:pmid:41300746", "locator": "sections[0] \"Abstract\" paragraph 1", "quote": "A total of 2550 DEGs were identified."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": "FCER1A was consistently determined as a hub gene through PPI and machine learning analyses, showing significant downregulation in infectious pneumonia patients.", "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:41300746"], "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:GSE103119"], "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:GSE103119"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:41300746", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.3390/genes16111294", "sha256": "sha256:8f250c5e9562dd45f98f8390b9afaec9f6e78c64c5550264191520ae7da58d88", "bytes": 63744, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.3390/genes16111294", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC12652099", "source": "europe_pmc_fulltext", "coverage": "whole_body", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:GSE103119", "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=GSE103119", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE103119", "version": null, "note": "The original contributions presented in the study are included in the article/Supplementary Materials, further inquiries can be directed to the corresponding authors.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The original contributions presented in the study are included in the article/Supplementary Materials, further inquiries can be directed to the corresponding authors.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM2753998", "GSM2753999", "GSM2754000", "GSM2754001", "GSM2754002", "GSM2754003", "GSM2754004", "GSM2754005", "GSM2754006", "GSM2754007", "GSM2754008", "GSM2754009", "GSM2754010", "GSM2754011", "GSM2754012", "GSM2754013", "GSM2754014", "GSM2754015", "GSM2754016", "GSM2754017", "GSM2754018", "GSM2754019", "GSM2754020", "GSM2754021", "GSM2754022", "GSM2754023", "GSM2754024", "GSM2754025", "GSM2754026", "GSM2754027", "GSM2754028", "GSM2754029", "GSM2754030", "GSM2754031", "GSM2754032", "GSM2754033", "GSM2754034", "GSM2754035", "GSM2754036", "GSM2754037", "GSM2754038", "GSM2754039", "GSM2754040", "GSM2754041", "GSM2754042", "GSM2754043", "GSM2754044", "GSM2754045", "GSM2754046", "GSM2754047", "GSM2754048", "GSM2754049", "GSM2754050", "GSM2754051", "GSM2754052", "GSM2754053", "GSM2754054", "GSM2754055", "GSM2754056", "GSM2754057", "GSM2754058", "GSM2754059", "GSM2754060", "GSM2754061", "GSM2754062", "GSM2754063", "GSM2754064", "GSM2754065", "GSM2754066", "GSM2754067", "GSM2754068", "GSM2754069", "GSM2754070", "GSM2754071", "GSM2754072", "GSM2754073", "GSM2754074", "GSM2754075", "GSM2754076", "GSM2754077", "GSM2754078", "GSM2754079", "GSM2754080", "GSM2754081", "GSM2754082", "GSM2754083", "GSM2754084", "GSM2754085", "GSM2754086", "GSM2754087", "GSM2754088", "GSM2754089", "GSM2754090", "GSM2754091", "GSM2754092", "GSM2754093", "GSM2754094", "GSM2754095", "GSM2754096", "GSM2754097", "GSM2754098", "GSM2754099", "GSM2754100", "GSM2754101", "GSM2754102", "GSM2754103", "GSM2754104", "GSM2754105", "GSM2754106", "GSM2754107", "GSM2754108", "GSM2754109", "GSM2754110", "GSM2754111", "GSM2754112", "GSM2754113", "GSM2754114", "GSM2754115", "GSM2754116", "GSM2754117", "GSM2754118", "GSM2754119", "GSM2754120", "GSM2754121", "GSM2754122", "GSM2754123", "GSM2754124", "GSM2754125", "GSM2754126", "GSM2754127", "GSM2754128", "GSM2754129", "GSM2754130", "GSM2754131", "GSM2754132", "GSM2754133", "GSM2754134", "GSM2754135", "GSM2754136", "GSM2754137", "GSM2754138", "GSM2754139", "GSM2754140", "GSM2754141", "GSM2754142", "GSM2754143", "GSM2754144", "GSM2754145", "GSM2754146", "GSM2754147", "GSM2754148", "GSM2754149", "GSM2754150", "GSM2754151", "GSM2754152", "GSM2754153", "GSM2754154", "GSM2754155", "GSM2754156", "GSM2754157", "GSM2754158", "GSM2754159", "GSM2754160", "GSM2754161", "GSM2754162", "GSM2754163", "GSM2754164", "GSM2754165", "GSM2754166", "GSM2754167", "GSM2754168", "GSM2754169"], "sample_count": 172, "group_sizes": null, "group_sizes_basis": null, "platform": "10558", "taxon": "Homo sapiens", "title": "Molecular Distance to Health Transcriptional Score and Disease Severity in Children Hospitalized with Community-Acquired Pneumonia", "resolution_checked_at": "2026-11-01T20:16:08Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "data:geo:GSE228541", "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=GSE228541", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE228541", "version": null, "note": "The original contributions presented in the study are included in the article/Supplementary Materials, further inquiries can be directed to the corresponding authors.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The original contributions presented in the study are included in the article/Supplementary Materials, further inquiries can be directed to the corresponding authors.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM7123670", "GSM7123671", "GSM7123672", "GSM7123673", "GSM7123674", "GSM7123675", "GSM7123676", "GSM7123677", "GSM7123678", "GSM7123679", "GSM7123680", "GSM7123681", "GSM7123682", "GSM7123683", "GSM7123684", "GSM7123685", "GSM7123686", "GSM7123687", "GSM7123688", "GSM7123689", "GSM7123690", "GSM7123691", "GSM7123692", "GSM7123693", "GSM7123694", "GSM7123695", "GSM7123696", "GSM7123697", "GSM7123698"], "sample_count": 29, "group_sizes": null, "group_sizes_basis": null, "platform": "28038;24676", "taxon": "Homo sapiens", "title": "Integrated analysis of messenger RNA and microRNA in patients with community-acquired pneumonia associated sepsis (mRNA part)", "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:GSE103119 not downloaded", "asset:data:geo:GSE103119 licence not read", "asset:data:geo:GSE228541 not downloaded", "asset:data:geo:GSE228541 licence not read"]}, "analysis": {"state": "partial", "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": "Differential expression analysis was performed using the “limma” R package to identify DEGs between whole blood samples from infectious pneumonia patients and healthy controls."}}, {"id": "method-2", "family": "group_comparison", "specific": "anova", "label": "Group comparison", "dsl_operations": ["group_summary", "welch_t", "bootstrap_mean_difference", "group_comparison_anova"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["two_or_more_groups_continuous"], "evidence": {"score": 0.8, "band": "high", "quote": "analysis of variance"}}, {"id": "method-3", "family": "principal_component_analysis", "specific": "pca", "label": "Principal component analysis", "dsl_operations": ["pca_fit"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["wide_numeric_matrix"], "evidence": {"score": 0.8, "band": "high", "quote": "Principal component analysis"}}, {"id": "method-4", "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"}}], "targets": [], "gaps": ["method.reader_differs_from_extractor"]}, "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": ["GSE103119", "GSE228541"], "resolved_accessions": ["GSE103119", "GSE228541"], "statements": ["The original contributions presented in the study are included in the article/Supplementary Materials, further inquiries can be directed to the corresponding authors."], "basis": "The paper names GSE103119, GSE228541 in Gene Expression Omnibus (GEO) and the accession resolves in the repository. No dataset was downloaded and no licence was read."}}, "can_run": {"dsl_operations": ["normalise_counts", "differential_expression_fit", "fdr_bh"], "assets": ["source:pmid:41300746", "data:geo:GSE103119"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:GSE103119"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-11-01T20:06:36Z", "independence": "single_reader"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 5, "usage": {"prompt_tokens": 16758, "completion_tokens": 1245, "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:41300746", "type": "paper", "label": "pmid:41300746"}, {"id": "source:pmid:41300746", "type": "manuscript", "label": "PMID 41300746 full text"}, {"id": "data:geo:GSE103119", "type": "dataset", "label": "GEO GSE103119"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:41300746", "type": "paper", "label": "pmid:41300746"}, {"id": "source:pmid:41300746", "type": "manuscript", "label": "PMID 41300746 full text"}, {"id": "data:geo:GSE103119", "type": "dataset", "label": "GEO GSE103119"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-41300746", "type": "extraction", "used": ["source:pmid:41300746"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-GSE103119", "type": "accession_resolution", "used": ["data:geo:GSE103119"], "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:41300746", "parent_hash": "sha256:09e1c716ff192a2e30a335e0e567302edfa2d22e396b5755b957112e3c4c3769", "fork_of": null, "generation": 3}, "gaps": ["asset:data:geo:GSE103119 licence not read", "asset:data:geo:GSE103119 not downloaded", "asset:data:geo:GSE228541 licence not read", "asset:data:geo:GSE228541 not downloaded", "execution.not_run", "method.reader_differs_from_extractor", "review.human_critique", "review.independent_reader", "review.machine_critique"], "assays": [{"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": ["the identified hub gene were validated in a murine pneumonia model. Reverse network pharmacolog", "y gene Fcer1a is significantly downregulated in mice with infectious pneumonia, consistent with p"], "order_basis": "paper_text_order:830", "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": ["Differential expression analysis was performed using the “limma” R package to identify DEGs between whole blood samples from infectious pneumonia patients and healthy controls."], "order_basis": "consumes_earlier_output", "id": "assay:2"}]}