← All .science files
pmid:28931430
Global proteomic profiling of Yersinia ruckeri strains.
Gokhlesh Kumar · Karin Hummel · Timothy J Welch · Ebrahim Razzazi-Fazeli · Mansour El-Matbouli
Veterinary research · 2017 doi:10.1186/s13567-017-0460-3
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 · 2 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 · 0 items
data object · 3 fields
assets array · 5 items
[0] object · 15 fields
structure object · 4 fields
[1] object · 15 fields
structure object · 15 fields
sample_accessions array · 0 items
[2] object · 16 fields
structure object · 5 fields
table object · 8 fields
rows array · 17 items
[0] array · 9 items
[1] array · 9 items
[2] array · 9 items
[3] array · 9 items
[4] array · 9 items
[5] array · 9 items
[6] array · 9 items
[7] array · 9 items
[8] array · 9 items
[9] array · 9 items
[10] array · 9 items
[11] array · 9 items
[12] array · 9 items
[13] array · 9 items
[14] array · 9 items
[15] array · 9 items
[16] array · 9 items
[3] object · 16 fields
structure object · 5 fields
table object · 8 fields
rows array · 20 items
[0] array · 3 items
[1] array · 3 items
[2] array · 3 items
[3] array · 3 items
[4] array · 3 items
[5] array · 3 items
[6] array · 3 items
[7] array · 3 items
[8] array · 3 items
[9] array · 3 items
[10] array · 3 items
[11] array · 3 items
[12] array · 3 items
[13] array · 3 items
[14] array · 3 items
[15] array · 3 items
[16] array · 3 items
[17] array · 3 items
[18] array · 3 items
[19] array · 3 items
[4] object · 16 fields
structure object · 5 fields
table object · 8 fields
rows array · 15 items
[0] array · 3 items
[1] array · 3 items
[2] array · 3 items
[3] array · 3 items
[4] array · 3 items
[5] array · 3 items
[6] array · 3 items
[7] array · 3 items
[8] array · 3 items
[9] array · 3 items
[10] array · 3 items
[11] array · 3 items
[12] array · 3 items
[13] array · 3 items
[14] array · 3 items
gaps array · 2 items
analysis object · 4 fields
methods array · 2 items
[0] object · 10 fields
dsl_operations array · 4 items
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[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 · 4 items
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 · 4 items
assets array · 5 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 · 4 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:28931430", "kind": "science-record", "revision": 8, "content_hash": "sha256:a2f4675544513546a48e37528e33177286f2dab72473f88bb5298b8111bccb94", "created_at": "2026-11-01T15:40:28Z", "updated_at": "2026-11-01T22:43:06Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Global proteomic profiling of Yersinia ruckeri strains.", "doi": "10.1186/s13567-017-0460-3", "pmid": "28931430", "authors": ["Gokhlesh Kumar", "Karin Hummel", "Timothy J Welch", "Ebrahim Razzazi-Fazeli", "Mansour El-Matbouli"], "journal": "Veterinary research", "year": 2017, "abstract": "Yersinia ruckeri is the causative agent of enteric redmouth disease (ERM) of salmonids. There is little information regarding the proteomics of Y. ruckeri. Herein, we perform whole protein identification and quantification of biotype 1 and biotype 2 strains of Y. ruckeri grown under standard culture conditions using a shotgun proteomic approach. Proteins were extracted, digested and peptides were separated by a nano liquid chromatography system and analyzed with a high-resolution hybrid triple quadrupole time of flight mass spectrometer coupled via a nano ESI interface. SWATH-MS technology and sophisticated statistical analyses were used to identify proteome differences among virulent and avirulent strains. GO annotation, subcellular localization, virulence proteins and antibiotic resistance ontology were predicted using bioinformatic tools. A total of 1395 proteins were identified in the whole cell of Y. ruckeri. These included proteases, chaperones, cell division proteins, outer membrane proteins, lipoproteins, receptors, ion binding proteins, transporters and catalytic proteins. In virulent strains, a total of 16 proteins were upregulated including anti-sigma regulatory factor, arginine deiminase, phosphate-binding protein PstS and superoxide dismutase Cu-Zu. Additionally, several virulence proteins were predicted such as Clp and Lon pro-teases, TolB, PPIases, PstS, PhoP and LuxR family transcriptional regulators. These putative virulence proteins might be used for development of novel targets for treatment of ERM in fish. Our study represents one of the first global proteomic reference profiles of Y. ruckeri and this data can be accessed via ProteomeXchange with identifier PXD005439. These proteomic profiles elucidate proteomic mechanisms, pathogenicity, host-interactions, antibiotic resistance ontology and localization of Y. ruckeri proteins.", "claims": [{"id": "claim-method", "statement": "Differential expression of proteins in each strain was assessed using one-way ANOVA for each protein.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:28931430", "locator": "sections[7] \"Data analysis\" paragraph 3", "quote": "Differential expression of proteins in each strain was assessed using one-way ANOVA for each protein."}], "state": "complete"}, {"id": "claim-data-access", "statement": "Shotgun proteomics data have been deposited in the ProteomeXchange Consortium (http://proteomecentral.proteomexchange.org) via the PRIDE partner repository [58] with the dataset identifier PXD005439.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:28931430", "locator": "sections[17] \"Data deposition\" paragraph 2", "quote": "Shotgun proteomics data have been deposited in the ProteomeXchange Consortium (http://proteomecentral.proteomexchange.org) via the PRIDE partner repository [58] with the dataset identifier PXD005439."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": null, "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:28931430"], "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:PXD005439"], "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:PXD005439"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:28931430", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1186/s13567-017-0460-3", "sha256": "sha256:9ed03ef92faff477a2dd42ae22581333095f0d0da6eed7658ec5729aa6978b57", "bytes": 39773, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.1186/s13567-017-0460-3", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC5607619", "source": "europe_pmc_fulltext", "coverage": "whole_body_without_references", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:PXD005439", "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=PXD005439", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "PXD005439", "version": null, "note": "Shotgun proteomics data have been deposited in the ProteomeXchange Consortium (http://proteomecentral.proteomexchange.org) via the PRIDE partner repository [58] with the dataset identifier PXD005439.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "Shotgun proteomics data have been deposited in the ProteomeXchange Consortium (http://proteomecentral.proteomexchange.org) via the PRIDE partner repository [58] with the dataset identifier PXD005439.", "access_statement_kind": "data_availability_statement", "sample_accessions": [], "sample_count": null, "group_sizes": null, "group_sizes_basis": null, "platform": null, "taxon": null, "title": "Shotgun proteomic profiling of Yersinia ruckeri strains", "resolution_checked_at": "2026-10-31T18:35:55Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "asset:table:pmid:28931430:1", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:645fb557609a486ebc7ec0c0b87d383c52273780a9efa8743e13a2c98e1a9528", "bytes": 2318, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[12]/table-wrap[1]#Tab1", "version": null, "note": "Fold changes of differentially expressed proteins of Yersinia ruckeri strains compared to each other", "structure": {"pmcid": "PMC5607619", "section_index": 12, "section_title": "Protein quantification", "row_count": 17, "column_count": 9}, "table": {"label": "Table 1", "caption": "Fold changes of differentially expressed proteins of Yersinia ruckeri strains compared to each other", "rows": [["UniProt accession number", "Protein", "Function", "SP-05 vs CSF007-82", "SP-05 vs 7959-11", "SP-05 vs YRNC-10", "CSF007-82 vs 7959-11", "CSF007-82 vs YRNC-10", "7959-11 vs YRNC-10"], ["A0A085U6V7_YERRU", "Bacterioferritin", "Ferric iron binding", "6.8*", "5.7*", "6.5*", "−1.2", "−1.0", "1.1"], ["A0A085U4B6_YERRU", "DNA protection during starvation protein", "Iron ion homeostasis", "3.2*", "3.8*", "1.9", "1.2", "−1.7", "−2.1"], ["A0A085U5L5_YERRU", "Anti-sigma factor antagonist", "Regulation of transcription", "3.6*", "3.7*", "3.8*", "1.0", "1.1", "1.0"], ["A0A085U5L7_YERRU", "Anti-sigma regulatory factor", "Serine/threonine kinase activity", "3.9*", "3.9*", "4.3*", "−1.0", "1.1", "1.1"], ["A0A085UBQ1_YERRU", "Arginine deiminase", "Arginine catabolic process", "5.7*", "5.2*", "5.8*", "−1.1", "1.0", "1.1"], ["A0A085U605_YERRU", "Amino acid transporter", "Transporter activity", "4.3*", "4.2*", "4.0*", "−1.0", "−1.1", "−1.0"], ["A0A085U8U0_YERRU", "Phosphate-binding protein PstS", "Phosphate ion transmembrane transport", "3.0", "3.1*", "3.4*", "1.0", "1.1", "1.1"], ["A0A0A5FQB4_YERRU", "Superoxide dismutase Cu–Zn", "Superoxide dismutase activity", "2.8", "3.2*", "3.4*", "1.2", "1.2", "1.1"], ["A0A0A5FMC5_YERRU", "Arginine decarboxylase, catabolic", "Amino acid metabolic process", "7.9*", "6.5*", "6.2*", "−1.2", "−1.3", "−1.0"], ["A0A085UBP8_YERRU", "Glutamate decarboxylase", "Glutamate metabolic process", "10.4*", "8.5*", "6.8*", "−1.2", "−1.5", "−1.3"], ["A0A0A8VE52_YERRU", "Glutaminase", "Glutamine metabolic process", "6.7*", "6.5*", "8.2*", "−1.0", "1.2", "1.3"], ["A0A085U745_YERRU", "Glucose-1-phosphate adenylyltransferase", "Glycogen biosynthetic process", "5.3*", "5.0*", "3.8*", "−1.1", "−1.4", "−1.3"], ["A0A085UBM7_YERRU", "3-Oxoacyl-ACP reductase", "Oxidoreductase", "6.2*", "6.1*", "6.8*", "−1.0", "1.1", "1.1"], ["A0A085U7G0_YERRU", "Uncharacterized protein", "Unknown", "9.1*", "7.9*", "9.5*", "−1.2", "1.0", "1.2"], ["A0A085UBQ0_YERRU", "Uncharacterized protein", "Unknown", "5.0*", "4.9*", "4.3*", "−1.0", "−1.2", "−1.2"], ["A0A085U732_YERRU", "Putative exported protein", "Unknown", "2.9", "2.9", "3.4*", "1.0", "1.2", "1.2"]], "row_count": 17, "column_count": 9, "numeric_cells": 118, "header_rows": 1, "locator": "section[12]/table-wrap[1]#Tab1"}}, {"id": "asset:table:pmid:28931430:2", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:4fdb116c1548740f99357cbda66f6d3d3508241394930cf0ce61f4b3c5830069", "bytes": 1720, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[14]/table-wrap[1]#Tab2", "version": null, "note": "Lists of important virulence proteins of Yersinia ruckeri", "structure": {"pmcid": "PMC5607619", "section_index": 14, "section_title": "Virulence proteins and antibiotic resistance ontology", "row_count": 20, "column_count": 3}, "table": {"label": "Table 2", "caption": "Lists of important virulence proteins of Yersinia ruckeri", "rows": [["Protein", "Function", "Cascade of SVMs and PSI-BLAST, score"], ["Gene expression modulator/haemolysin expression modulating protein", "Haemolysin expression", "1.0520"], ["HtrA protease", "Serine-type endopeptidase activity", "0.5097"], ["Outer membrane stress sensor protease DegQ serine protease", "Serine-type endopeptidase activity", "1.0012"], ["Anti-sigma regulatory factor", "Protein serine/threonine kinase activity", "0.9363"], ["Beta-barrel assembly-enhancing protease", "Chaperone and a metalloprotease", "1.0339"], ["BarA-associated response regulator UvrY", "Regulation of transcription", "0.9837"], ["Peptidyl-prolyl cis–trans isomerase", "Protein folding", "0.9128"], ["PhoP family transcriptional regulator", "Regulation of transcription", "1.0898"], ["LuxR family transcriptional regulator", "Regulation of transcription", "1.0031"], ["AsnC family transcriptional regulator", "Regulation of transcription", "0.7053"], ["RNA-binding protein Hfq", "Regulation of transcription", "1.0260"], ["Anti-sigma factor antagonist", "Regulation of transcription", "0.9804"], ["Attachment invasion locus protein", "Invasion", "1.0123"], ["Invasin", "Cell adhesion", "1.0130"], ["Superoxide dismutase Cu–Zn", "Superoxide dismutase activity", "1.0003"], ["Molybdenum ABC transporter periplasmic molybdenum-binding protein ModA", "Transporter activity", "0.8399"], ["DcrB protein", "Required for phage C1 adsorption", "1.0009"], ["Methyl-accepting chemotaxis protein I", "Chemotaxis", "0.9279"], ["Methyl-accepting chemotaxis protein III", "Chemotaxis", "0.9922"]], "row_count": 20, "column_count": 3, "numeric_cells": 19, "header_rows": 1, "locator": "section[14]/table-wrap[1]#Tab2"}}, {"id": "asset:table:pmid:28931430:3", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:7985d1e5902d55a7e8d2d8411302000c4e103c8f337c07a5190e192647296dcf", "bytes": 1520, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[14]/table-wrap[2]#Tab3", "version": null, "note": "Details of antibiotic resistance ontology of Yersinia ruckeri", "structure": {"pmcid": "PMC5607619", "section_index": 14, "section_title": "Virulence proteins and antibiotic resistance ontology", "row_count": 15, "column_count": 3}, "table": {"label": "Table 3", "caption": "Details of antibiotic resistance ontology of Yersinia ruckeri", "rows": [["Protein", "Antibiotic resistance ontology", "Bit score"], ["Bacterial regulatory, crp family protein (cyclic AMP receptor protein)", "Fluoroquinolone (enrofloxacin), beta-lactam (amoxicillin), Macrolide (erythromycin)", "431.409"], ["Cys regulon transcriptional activator CysB", "Aminocoumarin (novobiocin)", "620.928"], ["Copper-sensing two-component system response regulator CpxR", "Aminoglycoside (gentamicin), aminocoumarin (novobiocin)", "389.808"], ["Alanine tRNA ligase", "Aminocoumarin", "1487.63"], ["Transcription repair-coupling factor", "Fluoroquinolone", "1938.7"], ["Dihydropteroate synthase", "Sulfonamide", "440.654"], ["Membrane fusion protein of RND family multidrug efflux pump", "Fluoroquinolone, beta-lactam, Macrolide, Rifampin, Chloramphenicol, Tetracycline, Aminocoumarin", "548.125"], ["Beta-lactamase", "beta-lactam (amoxicillin)", "608.601"], ["Outer membrane channel protein", "Fluoroquinolone, beta-lactam, Macrolide, Rifampin, Chloramphenicol, Tetracycline, Aminocoumarin", "689.878"], ["Elongation factor Tu", "Elfamycin", "583.178"], ["Bifunctional polymyxin resistance protein ArnA", "Polymyxin B", "951.814"], ["DNA gyrase subunit A", "Fluoroquinolone", "751.895"], ["RND efflux system inner membrane transporter CmeB", "Fluoroquinolone, tetracycline", "751.125"], ["Isoleucine-tRNA ligase", "Mupirocin", "219.55"]], "row_count": 15, "column_count": 3, "numeric_cells": 14, "header_rows": 1, "locator": "section[14]/table-wrap[2]#Tab3"}}], "gaps": ["asset:data:geo:PXD005439 not downloaded", "asset:data:geo:PXD005439 licence not read"]}, "analysis": {"state": "complete", "methods": [{"id": "method-1", "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": 1.0, "band": "verbatim", "quote": "Differential expression of proteins in each strain was assessed using one-way ANOVA for each protein."}}, {"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": ["group_summary", "welch_t", "bootstrap_mean_difference", "group_comparison_anova"], "missing_operations": [], "basis": "The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: anova."}, "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": ["PXD005439"], "resolved_accessions": ["PXD005439"], "statements": ["Shotgun proteomics data have been deposited in the ProteomeXchange Consortium (http://proteomecentral.proteomexchange.org) via the PRIDE partner repository [58] with the dataset identifier PXD005439."], "basis": "The paper names PXD005439 in ProteomeXchange Consortium via the PRIDE partner repository and the accession resolves in the repository. No dataset was downloaded and no licence was read."}}, "can_run": {"dsl_operations": ["group_summary", "welch_t", "bootstrap_mean_difference", "group_comparison_anova"], "assets": ["source:pmid:28931430", "data:geo:PXD005439", "asset:table:pmid:28931430:1", "asset:table:pmid:28931430:2", "asset:table:pmid:28931430:3"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:PXD005439"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-10-31T18:10:14Z", "independence": "same_provider"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 3, "usage": {"prompt_tokens": 30548, "completion_tokens": 985, "cached_tokens": 520}}, "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:28931430", "type": "paper", "label": "pmid:28931430"}, {"id": "source:pmid:28931430", "type": "manuscript", "label": "PMID 28931430 full text"}, {"id": "data:geo:PXD005439", "type": "dataset", "label": "GEO PXD005439"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:28931430", "type": "paper", "label": "pmid:28931430"}, {"id": "source:pmid:28931430", "type": "manuscript", "label": "PMID 28931430 full text"}, {"id": "data:geo:PXD005439", "type": "dataset", "label": "GEO PXD005439"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-28931430", "type": "extraction", "used": ["source:pmid:28931430"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-PXD005439", "type": "accession_resolution", "used": ["data:geo:PXD005439"], "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:28931430", "parent_hash": "sha256:b1b554673a586d9b7ef224b15156f1d6ac402c6126b1f4f3cf27bb060d568b4f", "fork_of": null, "generation": 7}, "gaps": ["asset:data:geo:PXD005439 licence not read", "asset:data:geo:PXD005439 not downloaded", "execution.not_run", "review.human_critique", "review.independent_reader", "review.machine_critique"], "assays": [{"role": "analysis", "definition_id": "group_comparison", "definition_version": "f2132e96ae6c7a4e", "definition_digest": null, "required_operations": ["group_summary", "welch_t", "bootstrap_mean_difference", "group_comparison_anova"], "support_state": "supported", "source_hashes": {"dsl_catalogue": "f2132e96ae6c7a4e"}, "confidence": 1.0, "evidence": ["Differential expression of proteins in each strain was assessed using one-way ANOVA for each protein."], "order_basis": "analysis_only", "id": "assay:1"}]}