← All .science files
pmid:26484215
Gene expression profiling of the Peyer's patch mononuclear phagocyte system.
Johnny Bonnardel · Clément Da Silva · Marion Masse · Frederic Montañana-Sanchis · Jean-Pierre Gorvel · Hugues Lelouard
Genomics data · 2015 doi:10.1016/j.gdata.2015.05.002
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 · 6 items
claims array · 3 items
[0] object · 6 fields
evidence array · 1 item
[0] object · 3 fields
[1] object · 6 fields
[2] object · 6 fields
evidence array · 4 items
[0] object · 3 fields
[1] object · 3 fields
[2] 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 · 9 items
gaps array · 2 items
analysis object · 4 fields
methods array · 4 items
[0] object · 10 fields
dsl_operations array · 1 item
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 · 1 item
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 · 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 · 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 · 6 items
assays array · 1 item
[0] 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:26484215", "kind": "science-record", "revision": 8, "content_hash": "sha256:518ed75fbd20f24dfd5a99faee660f802b80acb272999d4a53653481060e3769", "created_at": "2026-11-01T15:40:12Z", "updated_at": "2026-11-01T22:42:23Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Gene expression profiling of the Peyer's patch mononuclear phagocyte system.", "doi": "10.1016/j.gdata.2015.05.002", "pmid": "26484215", "authors": ["Johnny Bonnardel", "Clément Da Silva", "Marion Masse", "Frederic Montañana-Sanchis", "Jean-Pierre Gorvel", "Hugues Lelouard"], "journal": "Genomics data", "year": 2015, "abstract": "Peyer's patches (PPs) are primary inductive sites of mucosal immunity. The PP mononuclear phagocyte system, which encompasses both dendritic cells (DCs) and macrophages, is essential for the initiation of the mucosal immune response. We recently developed a method to isolate each mononuclear phagocyte subset of PP (Bonnardel et al., 2015). We performed a transcriptional analysis of three of these subsets: the CD11b(+) conventional DC, the lysozyme-expressing monocyte-derived DC termed LysoDC and the CD11c(hi) lysozyme-expressing macrophages. Here, we provide details of the gating strategy we used to isolate each phagocyte subset and show the quality controls and analysis associated with our gene array data deposited into Gene Expression Omnibus (GEO) under GSE65514.", "claims": [{"id": "claim-method", "statement": "Hierarchical clustering (HC) by Pearson correlation distance and Ward's aggregation (Fig. 2D) and principal component analysis (PCA, Fig. 2E) were performed after selection of probes with a differential expression in any combination of array > 1.5 (2035 probes).", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:26484215", "locator": "sections[7] \"Quality control and data analysis\" paragraph 2", "quote": "Hierarchical clustering (HC) by Pearson correlation distance and Ward's aggregation (Fig. 2D) and principal component analysis (PCA, Fig. 2E) were performed after selection of probes with a differential expression in any combination of array > 1.5 (2035 probes)."}], "state": "complete"}, {"id": "claim-data-access", "statement": "Deposited data can be found at: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE65514.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:26484215", "locator": "sections[2] \"Direct link to deposited data\" paragraph 2", "quote": "Deposited data can be found at: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE65514."}], "state": "complete"}, {"id": "claim-target-result", "statement": "The transcriptional proximity between the subsets determined by hierarchical clustering and principal component analysis revealed a close genetic relationship between LysoDC and LysoMac, apart from CD11b+ cDC.", "kind": "qualitative", "target": null, "evidence": [{"asset": "source:pmid:26484215", "locator": "sections[7] \"Quality control and data analysis\" paragraph 2", "quote": "Hierarchical clustering (HC) by Pearson correlation distance and Ward's aggregation (Fig. 2D) and principal component analysis (PCA, Fig. 2E) were performed after selection of probes with a differential expression in any combination of array > 1.5 (2035 probes)."}, {"asset": "source:pmid:26484215", "locator": "sections[8] \"Discussion\" paragraph 2", "quote": "The transcriptional proximity between them determined by HC and PCA reveals a close genetic relationship between LysoDC and LysoMac apart from CD11b+ cDC."}, {"asset": "source:pmid:26484215", "locator": "sections[0] \"Abstract\" paragraph 1", "quote": "Here, we provide details of the gating strategy we used to isolate each phagocyte subset and show the quality controls and analysis associated with our gene array data deposited into Gene Expression Omnibus (GEO) under GSE65514."}, {"asset": "source:pmid:26484215", "locator": "sections[2] \"Direct link to deposited data\" paragraph 2", "quote": "Deposited data can be found at: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE65514."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": "The transcriptional proximity between the subsets determined by hierarchical clustering and principal component analysis revealed a close genetic relationship between LysoDC and LysoMac, apart from CD11b+ cDC.", "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:26484215"], "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:GSE65514"], "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:GSE65514"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:26484215", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1016/j.gdata.2015.05.002", "sha256": "sha256:9383cc9a228ea66f7ef1bbf07be593d1b0448e708581db15478fac79bb20d85f", "bytes": 11711, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.1016/j.gdata.2015.05.002", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC4583621", "source": "europe_pmc_fulltext", "coverage": "whole_body", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:GSE65514", "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=GSE65514", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE65514", "version": null, "note": "Deposited data can be found at: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE65514.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "Deposited data can be found at: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE65514.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM1599111", "GSM1599112", "GSM1599113", "GSM1599114", "GSM1599115", "GSM1599116", "GSM1599117", "GSM1599118", "GSM1599119"], "sample_count": 9, "group_sizes": null, "group_sizes_basis": null, "platform": "6246", "taxon": "Mus musculus", "title": "Gene expression data from Peyer's patch mononuclear phagocyte system", "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:GSE65514 not downloaded", "asset:data:geo:GSE65514 licence not read"]}, "analysis": {"state": "complete", "methods": [{"id": "method-1", "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": 1.0, "band": "verbatim", "quote": "Hierarchical clustering (HC) by Pearson correlation distance and Ward's aggregation (Fig. 2D) and principal component analysis (PCA, Fig. 2E) were performed after selection of probes with a differential expression in any combination of array > 1.5 (2035 probes)."}}, {"id": "method-2", "family": "correlation_analysis", "specific": "pearson", "label": "Correlation analysis", "dsl_operations": ["pearson_r"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["paired_numeric_columns"], "evidence": {"score": 0.8, "band": "high", "quote": "Pearson correlation"}}, {"id": "method-3", "family": "clustering", "specific": "hierarchical", "label": "Clustering", "dsl_operations": ["hierarchical_cluster"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["feature_matrix"], "evidence": {"score": 0.8, "band": "high", "quote": "Hierarchical clustering"}}, {"id": "method-4", "family": "flow_cytometry_analysis", "specific": "gating", "label": "Flow cytometry analysis", "dsl_operations": ["gate_population", "quantify_mfi", "compensation_matrix"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["event_table"], "evidence": {"score": 0.7, "band": "medium", "quote": "gating strategy"}}], "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": ["pca_fit"], "missing_operations": [], "basis": "The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: pca."}, "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": ["GSE65514"], "resolved_accessions": ["GSE65514"], "statements": ["Deposited data can be found at: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE65514."], "basis": "The paper names GSE65514 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": ["pca_fit"], "assets": ["source:pmid:26484215", "data:geo:GSE65514"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:GSE65514"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-10-31T18:25:39Z", "independence": "same_provider"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 8, "usage": {"prompt_tokens": 29404, "completion_tokens": 3843, "cached_tokens": 1552}}, "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:26484215", "type": "paper", "label": "pmid:26484215"}, {"id": "source:pmid:26484215", "type": "manuscript", "label": "PMID 26484215 full text"}, {"id": "data:geo:GSE65514", "type": "dataset", "label": "GEO GSE65514"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:26484215", "type": "paper", "label": "pmid:26484215"}, {"id": "source:pmid:26484215", "type": "manuscript", "label": "PMID 26484215 full text"}, {"id": "data:geo:GSE65514", "type": "dataset", "label": "GEO GSE65514"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-26484215", "type": "extraction", "used": ["source:pmid:26484215"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-GSE65514", "type": "accession_resolution", "used": ["data:geo:GSE65514"], "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:26484215", "parent_hash": "sha256:c9ff2b0abc21ca4422ed041a16317806e1a97d3fecb354353c4a9fdeb35c34ff", "fork_of": null, "generation": 7}, "gaps": ["asset:data:geo:GSE65514 licence not read", "asset:data:geo:GSE65514 not downloaded", "execution.not_run", "review.human_critique", "review.independent_reader", "review.machine_critique"], "assays": [{"role": "analysis", "definition_id": "principal_component_analysis", "definition_version": "f2132e96ae6c7a4e", "definition_digest": null, "required_operations": ["pca_fit"], "support_state": "supported", "source_hashes": {"dsl_catalogue": "f2132e96ae6c7a4e"}, "confidence": 1.0, "evidence": ["Hierarchical clustering (HC) by Pearson correlation distance and Ward's aggregation (Fig. 2D) and principal component analysis (PCA, Fig. 2E) were performed after selection of probes with a differential expression in any combination of array > 1.5 (2035 probes)."], "order_basis": "analysis_only", "id": "assay:1"}]}