← All .science files
pmid:31001307
Application of a Sensitive and Reproducible Label-Free Proteomic Approach to Explore the Proteome of Individual Meiotic-Phase Barley Anthers.
Dominika Lewandowska · Runxuan Zhang · Isabelle Colas · Nicola Uzrek · Robbie Waugh
Frontiers in plant science · 2019 doi:10.3389/fpls.2019.00393
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
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 · 4 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 · 6 items
[0] array · 4 items
[1] array · 4 items
[2] array · 4 items
[3] array · 4 items
[4] array · 4 items
[5] array · 1 item
[3] object · 16 fields
structure object · 5 fields
table object · 8 fields
rows array · 60 items
[0] array · 7 items
[1] array · 7 items
[2] array · 7 items
[3] array · 7 items
[4] array · 7 items
[5] array · 7 items
[6] array · 7 items
[7] array · 7 items
[8] array · 7 items
[9] array · 7 items
[10] array · 7 items
[11] array · 7 items
[12] array · 7 items
[13] array · 7 items
[14] array · 7 items
[15] array · 7 items
[16] array · 7 items
[17] array · 7 items
[18] array · 7 items
[19] array · 7 items
[20] array · 7 items
[21] array · 7 items
[22] array · 7 items
[23] array · 7 items
[24] array · 7 items
[25] array · 7 items
[26] array · 7 items
[27] array · 7 items
[28] array · 7 items
[29] array · 7 items
[30] array · 7 items
[31] array · 7 items
[32] array · 7 items
[33] array · 7 items
[34] array · 7 items
[35] array · 7 items
[36] array · 7 items
[37] array · 7 items
[38] array · 7 items
[39] array · 7 items
[40] array · 7 items
[41] array · 7 items
[42] array · 7 items
[43] array · 7 items
[44] array · 7 items
[45] array · 7 items
[46] array · 7 items
[47] array · 7 items
[48] array · 7 items
[49] array · 7 items
[50] array · 7 items
[51] array · 7 items
[52] array · 7 items
[53] array · 7 items
[54] array · 7 items
[55] array · 7 items
[56] array · 7 items
[57] array · 7 items
[58] array · 7 items
[59] array · 1 item
gaps array · 2 items
analysis object · 4 fields
methods array · 1 item
[0] object · 10 fields
dsl_operations array · 1 item
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 · 4 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:31001307", "kind": "science-record", "revision": 4, "content_hash": "sha256:94897f0d4d2af45e2b1fe6b787e75982e24206a167ab3d43d3e53f2bfa448c76", "created_at": "2026-11-01T15:40:44Z", "updated_at": "2026-11-01T21:22:08Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Application of a Sensitive and Reproducible Label-Free Proteomic Approach to Explore the Proteome of Individual Meiotic-Phase Barley Anthers.", "doi": "10.3389/fpls.2019.00393", "pmid": "31001307", "authors": ["Dominika Lewandowska", "Runxuan Zhang", "Isabelle Colas", "Nicola Uzrek", "Robbie Waugh"], "journal": "Frontiers in plant science", "year": 2019, "abstract": "Meiosis is a highly dynamic and precisely regulated process of cell division, leading to the production of haploid gametes from one diploid parental cell. In the crop plant barley (Hordeum vulgare), male meiosis occurs in anthers, in specialized cells called meiocytes. Barley meiotic tissue is scarce and not easily accessible, making meiosis study a challenging task. We describe here a new micro-proteomics workflow that allows sensitive and reproducible genome-wide label-free proteomic analysis of individual staged barley anthers. This micro-proteomic approach detects more than 4,000 proteins from such small amounts of material as two individual anthers, covering a dynamic range of protein relative abundance levels across five orders of magnitude. We applied our micro-proteomics workflow to investigate the proteome of the developing barley anther containing pollen mother cells in the early stages of meiosis and we successfully identified 57 known and putative meiosis-related proteins. Meiotic proteins identified in our study were found to be key players of many steps and processes in early prophase such as: chromosome condensation, synapsis, DNA double-strand breaks or crossover formation. Considering the small amount of starting material, this work demonstrates an important technological advance in plant proteomics and can be applied for proteomic examination of many size-limited plant specimens. Moreover, it is the first insight into the proteome of individual barley anther at early meiosis. The proteomic data have been deposited to the ProteomeXchange with the accession number PXD010887.", "claims": [{"id": "claim-method", "statement": "Pearson correlations (R2) among biological triplicates (1, 2, and 3) and among samples prepared from 1, 2, or 5 anthers (B1, B2, and B5).", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:31001307", "locator": "sections[12] \"Development of the Micro-Proteomic Pipeline\" paragraph 7", "quote": "Pearson correlations (R2) among biological triplicates (1, 2, and 3) and among samples prepared from 1, 2, or 5 anthers (B1, B2, and B5)."}], "state": "complete"}, {"id": "claim-data-access", "statement": "The datasets generated for this study can be found in the ProteomeXchange with the accession number PXD010887.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:31001307", "locator": "sections[18] \"Data Availability\" paragraph 2", "quote": "The datasets generated for this study can be found in the ProteomeXchange with the accession number PXD010887."}], "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:31001307"], "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:PXD010887"], "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:PXD010887"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:31001307", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.3389/fpls.2019.00393", "sha256": "sha256:fc1598c69835988d2252f6c64aa363b4bdb57e96e670e8e7f20fbec4ac8a0d14", "bytes": 51485, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.3389/fpls.2019.00393", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC6454111", "source": "europe_pmc_fulltext", "coverage": "whole_body_without_references", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:PXD010887", "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=PXD010887", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "PXD010887", "version": null, "note": "The datasets generated for this study can be found in the ProteomeXchange with the accession number PXD010887.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The datasets generated for this study can be found in the ProteomeXchange with the accession number PXD010887.", "access_statement_kind": "data_availability_statement", "sample_accessions": [], "sample_count": null, "group_sizes": null, "group_sizes_basis": null, "platform": null, "taxon": null, "title": "micro-proteomics experiment for single meiotic-phase barley anthers", "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:31001307:1", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:3fe1964ed13ade1efc7d0050c6387bc807a33ae9637439151ba6b9a9ca755001", "bytes": 553, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[12]/table-wrap[1]#T1", "version": null, "note": "Comparison of MS/MS results obtained by using one, two or five pooled barley anthers.", "structure": {"pmcid": "PMC6454111", "section_index": 12, "section_title": "Development of the Micro-Proteomic Pipeline", "row_count": 6, "column_count": 4}, "table": {"label": "Table 1", "caption": "Comparison of MS/MS results obtained by using one, two or five pooled barley anthers.", "rows": [["", "1 Anther", "2 Anthers", "5 Anthers"], ["No of identified proteins", "3,410", "4,699", "5,033"], ["No of proteins identified with 2 or more peptides", "2,877", "4,054", "4,307"], ["No of identified peptides", "21,404", "31,375", "34,092"], ["% of MS spectra matching Uniprot database (March 2017)", "30.70%", "39.20%", "39.75%"], [""]], "row_count": 6, "column_count": 4, "numeric_cells": 17, "header_rows": 1, "locator": "section[12]/table-wrap[1]#T1"}}, {"id": "asset:table:pmid:31001307:2", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:ab4542ad357833c55fbfd123fc539c2a63783276047eaf663d40b72874485b05", "bytes": 7156, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[15]/table-wrap[1]#T2", "version": null, "note": "Meiosis –related proteins identified in the paired anther barley proteome.", "structure": {"pmcid": "PMC6454111", "section_index": 15, "section_title": "Detection of Meiosis-Associated Proteins", "row_count": 60, "column_count": 7}, "table": {"label": "Table 2", "caption": "Meiosis –related proteins identified in the paired anther barley proteome.", "rows": [["Barley MLOCa", "Horvu numberb", "Gene name", "Uniprot", "Meiotic process", "NPc", "Q-valued"], ["Meiosis genes", "", "", "ID", "", "", ""], ["MLOC_12052", "HORVU5Hr1G076340", "ASY1", "K9LWD7", "Synapsis and chiasma assembly.", "2", "0.0022551"], ["MLOC_55341.3", "HORVU7Hr1G055440", "AtRBR1", "M0WWY5", "Progression of the cell cycle from G1 to S phase; synapsis.", "6", "0"], ["MLOC_74926", "HORVU1Hr1G019590", "AtSUN1/AtSUN2", "F2E1M6", "Meiotic attachment of telomere to nuclear envelope.", "7", "0"], ["MLOC_37030", "HORVU3Hr1G037960", "AtSUN1/AtSUN2", "M0VT65", "Meiotic attachment of telomere to nuclear envelope.", "10", "0"], ["MLOC_21019", "HORVU4Hr1G067810", "BUB3", "M0W8G3", "Spindle assembly checkpoint control.", "2", "0"], ["MLOC_17320", "HORVU4Hr1G023520", "CDC45", "M0VZ53", "DNA replication initiation, double-strand break repair via break-induced replication, regulation of chromatin silencing at telomere.", "2", "0"], ["MLOC_60707", "HORVU6Hr1G013680", "CDC2", "M0WEB8", "Cell cycle control.", "6", "0"], ["MLOC_58535", "HORVU2Hr1G049320", "CHD4", "M0XBC0", "Chromatin organization.", "2", "0.0036714"], ["MLOC_13176.1", "HORVU1Hr1G094530", "DDB1", "M0UQM5", "DNA repair.", "35", "0"], ["MLOC_64588", "HORVU4Hr1G008870", "DDM1A", "M0Y064", "ATP-dependent DNA helicase that plays a role in formation, organization, stability and heritability of heterochromatin.", "19", "0"], ["MLOC_22034.1", "HORVU3Hr1G066930", "FVE", "M0VBU6", "Chromatin organization, DNA repair.", "5", "0"], ["MLOC_52096.4", "HORVU2Hr1G058940", "HEN1", "M0WJD3", "Small RNA 2′-O-methyltransferase; HEN1 homolog in human involved in gametogenesis.", "7", "0"], ["MLOC_10230", "HORVU6Hr1G061010", "HOP2 (Hsp70–Hsp90 organizing protein 2)", "M0UEM7", "Mediates the association of the molecular chaperones HSP70 and HSP90.", "31", "0"], ["MLOC_54143.1", "HORVU4Hr1G007340", "HOP2 (Homologous-pairing protein 2 homolog)", "M0WS23", "Bivalent formation and segregation of homologous chromosomes in meiosis.", "4", "0"], ["MLOC_45046", "HORVU4Hr1G059390", "HSP70", "M0X093", "Required for pachytene progression.", "32", "0"], ["MLOC_72488", "HORVU5Hr1G072420", "HSP90", "Q7XJ80", "Required for pachytene progression.", "63", "0"], ["MLOC_62977", "HORVU5Hr1G012090", "KU70", "G3K4H8", "DNA non-homologous end joining (NHEJ) required for double-strand break repair.", "13", "0"], ["MLOC_49689", "HORVU0Hr1G038620", "Ku80", "F2DIX5", "DNA non-homologous end joining (NHEJ) required for double-strand break repair.", "26", "0"], ["MLOC_78807.1", "HORVU1Hr1G044350", "LIG1", "M0Z870", "Repair of both single strand breaks (SSBs) and double strand breaks (DSBs).", "21", "0"], ["MLOC_63534", "HORVU3Hr1G081720", "MAD1", "M0XVV2", "Anaphase promoting complex.", "2", "0"], ["MLOC_36301", "HORVU5Hr1G028260", "MCM7", "M0VQ00", "DNA helicase, DNA replication.", "34", "0"], ["MLOC_63119", "HORVU5Hr1G053350", "MND1", "M0XUD5", "Chromosome pairing and double-strand break repair.", "2", "0"], ["MLOC_36970", "HORVU2Hr1G031130", "MEL1", "F2EF16", "Chromosome condensation.", "46", "0"], ["MLOC_64638", "HORVU3Hr1G037080", "MOS4/BCAS2", "M0Y0E4", "Required for meiosis prophase I in mouse spermatogenic cells; regulates mRNA splicing of functional genes.", "5", "0"], ["MLOC_80996", "HORVU2Hr1G116540", "MRE11", "F2DMY1", "DNA double-strand break repair.", "11", "0"], ["MLOC_43931", "HORVU1Hr1G030930", "Msh2", "F2EIF8", "Component of the post-replicative DNA mismatch repair system (MMR).", "11", "0"], ["MLOC_38120", "HORVU2Hr1G085940", "Msh3", "M0XDS1", "Component of the post-replicative DNA mismatch repair system (MMR).", "6", "0"], ["MLOC_59094", "HORVU6Hr1G064940", "MTA", "M0XDG6", "In yeasts essential for meiosis and sporulation.", "2", "0"], ["MLOC_5045", "HORVU1Hr1G043110", "NBS1", "F2CVB7", "DNA double-strand break repair (part MRN complex); functions in early stages of meiosis.", "5", "0"], ["MLOC_11755", "HORVU3Hr1G074660", "NIH", "M0UKF1", "Mitotic to meiotic cell cycle switching.", "17", "0"], ["MLOC_9899", "HORVU2Hr1G082720", "PCH2", "M0ZFK3", "Synapsis, DNA double-strand break formation.", "5", "0"], ["MLOC_2310", "HORVU6Hr1G088120", "PCNA1/2", "M0VD44", "Regulation of DNA replication; mismatch repair.", "16", "0"], ["MLOC_80839", "HORVU7Hr1G042100", "RAD23A", "F2DUJ6", "Nucleotide excision repair.", "12", "0"], ["MLOC_61890", "HORVU5Hr1G020580", "RAD50", "M0XPE7", "Double-strand breaks (DSBs) repair by non-homologous end joining (NHEJ).", "6", "0"], ["MLOC_67983.1", "HORVU3Hr1G081760", "RAD52-1", "Q9LEH5", "Double-strand break repair via homologous recombination.", "8", "0"], ["MLOC_38431", "HORVU5Hr1G078090", "RAD52-2", "F2CYC4", "Double-stranded DNA break repair via homologous recombination.", "3", "0"], ["MLOC_26026", "HORVU5Hr1G122680", "RAD52-2", "F2CR01", "Double-stranded DNA break repair via homologous recombination.", "5", "0"], ["MLOC_9867.1", "HORVU2Hr1G109910", "RCC2", "M0ZFG6", "Chromosome condensation.", "7", "0"], ["MLOC_20390.2", "HORVU0Hr1G002110", "RECQ4B", "M0V8N1", "Double-strand break repair via homologous recombination.", "9", "0"], ["MLOC_20390", "HORVU0Hr1G002100", "RECQL3_b", "M0V8M7", "Double-strand break repair via homologous recombination.", "9", "0"], ["MLOC_51067", "HORVU7Hr1G091790", "RFC1", "M0WFN2", "Meiotic recombination via a specific pathway for crossovers (COs) that involves the formation of double Holliday Junction (dHJ) intermediates.", "25", "0"], ["MLOC_17360.1", "HORVU6Hr1G078830", "RFC5", "F2DRS5", "Chromatin assembly and remodeling, DNA repair.", "13", "0"], ["MLOC_19104", "HORVU6Hr1G081140", "RPA1A", "M0V669", "Later stages of meiotic recombination events, formation of class I crossovers; chiasma assembly.", "3", "0"], ["MLOC_81884", "HORVU6Hr1G094080", "RPA2A", "F2EJA7", "DNA replication, recombination and repair.", "9", "0"], ["MLOC_45783.1", "HORVU3Hr1G034860", "RPA3B", "F2D0W0", "DNA replication, recombination and repair.", "2", "0"], ["MLOC_11443", "HORVU2Hr1G066910", "SAD2", "F2DY16", "Nuclear transport receptor.", "16", "0"], ["MLOC_4342", "HORVU2Hr1G064000", "SCC2", "F2CVK4", "Meiotic sister chromatin cohesion.", "4", "0"], ["MLOC_5703.1", "HORVU4Hr1G031480", "SCC3", "F2DZC8", "Cohesion of sister chromatids after DNA replication.", "19", "0"], ["MLOC_37758", "HORVU6Hr1G051930", "SET", "F2DD97", "Double-strand break repair via homologous recombination.", "11", "0"], ["MLOC_70481", "HORVU7Hr1G002220", "SKP1", "Q9M3X1, F2D7S9", "Correct chromosome segregation during tetrad formation.", "9, 9", "0, 0"], ["MLOC_57784.1", "HORVU7Hr1G066300", "SMC1", "M0X823", "Central component of cohesin, chromosome cohesion.", "19", "0"], ["MLOC_4644.1", "HORVU3Hr1G088700", "SMC2", "M0WAH1, F2E3E6", "Chromosome organization and segregation.", "25, 29", "0, 0"], ["MLOC_54939.1", "HORVU1Hr1G093520", "SMC3", "M0WV69, M0UNZ2", "Chromosome segregation.", "14, 10", "0, 0"], ["MLOC_10713", "HORVU3Hr1G054730", "SUMO1", "M0UGE2", "Double-strand break repair.", "4", "0.0095319"], ["MLOC_38181", "HORVU6Hr1G067930", "TOP2A", "M0VXE2", "Resolution of meiotic recombination intermediates; sister chromatid segregation.", "19", "0"], ["MLOC_66388.3", "HORVU1Hr1G019340", "XPD", "M0Y774", "Conducts nucleotide excision repair (NER).", "5", "0"], ["MLOC_49048.2", "HORVU3Hr1G064300", "XPB2", "M0WCV8", "Conducts nucleotide excision repair (NER).", "2", "0"], [""]], "row_count": 60, "column_count": 7, "numeric_cells": 261, "header_rows": 2, "locator": "section[15]/table-wrap[1]#T2"}}], "gaps": ["asset:data:geo:PXD010887 not downloaded", "asset:data:geo:PXD010887 licence not read"]}, "analysis": {"state": "complete", "methods": [{"id": "method-1", "family": "correlation_analysis", "specific": "pearson", "label": "Correlation analysis", "dsl_operations": ["pearson_r"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["paired_numeric_columns"], "evidence": {"score": 1.0, "band": "verbatim", "quote": "Pearson correlations (R2) among biological triplicates (1, 2, and 3) and among samples prepared from 1, 2, or 5 anthers (B1, B2, and B5)."}}], "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": ["pearson_r"], "missing_operations": [], "basis": "The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: pearson."}, "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": ["PXD010887"], "resolved_accessions": ["PXD010887"], "statements": ["The datasets generated for this study can be found in the ProteomeXchange with the accession number PXD010887."], "basis": "The paper names PXD010887 in ProteomeXchange Consortium and the accession resolves in the repository. No dataset was downloaded and no licence was read."}}, "can_run": {"dsl_operations": ["pearson_r"], "assets": ["source:pmid:31001307", "data:geo:PXD010887", "asset:table:pmid:31001307:1", "asset:table:pmid:31001307:2"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:PXD010887"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-10-31T18:14:35Z", "independence": "single_reader"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 3, "usage": {"prompt_tokens": 35543, "completion_tokens": 1724, "cached_tokens": 11904}}, "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:31001307", "type": "paper", "label": "pmid:31001307"}, {"id": "source:pmid:31001307", "type": "manuscript", "label": "PMID 31001307 full text"}, {"id": "data:geo:PXD010887", "type": "dataset", "label": "GEO PXD010887"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:31001307", "type": "paper", "label": "pmid:31001307"}, {"id": "source:pmid:31001307", "type": "manuscript", "label": "PMID 31001307 full text"}, {"id": "data:geo:PXD010887", "type": "dataset", "label": "GEO PXD010887"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-31001307", "type": "extraction", "used": ["source:pmid:31001307"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-PXD010887", "type": "accession_resolution", "used": ["data:geo:PXD010887"], "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:31001307", "parent_hash": "sha256:b943ffaecb85a9b66deb30b0a82a6e3d6b53a1d725252894a0b7b4307f3702cb", "fork_of": null, "generation": 3}, "gaps": ["asset:data:geo:PXD010887 licence not read", "asset:data:geo:PXD010887 not downloaded", "execution.not_run", "review.human_critique", "review.independent_reader", "review.machine_critique"], "assays": [{"role": "analysis", "definition_id": "correlation_analysis", "definition_version": "f2132e96ae6c7a4e", "definition_digest": null, "required_operations": ["pearson_r"], "support_state": "supported", "source_hashes": {"dsl_catalogue": "f2132e96ae6c7a4e"}, "confidence": 1.0, "evidence": ["Pearson correlations (R2) among biological triplicates (1, 2, and 3) and among samples prepared from 1, 2, or 5 anthers (B1, B2, and B5)."], "order_basis": "analysis_only", "id": "assay:1"}]}