← All .science files
pmid:27718312
Extracting histones for the specific purpose of label-free MS.
Elisabeth Govaert · Katleen Van Steendam · Ellen Scheerlinck · Liesbeth Vossaert · Paulien Meert · Martina Stella · Sander Willems · Laura De Clerck · Maarten Dhaenens · Dieter Deforce
Proteomics · 2016 doi:10.1002/pmic.201600341
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 · 10 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
target object · 4 fields
evidence array · 3 items
[0] object · 3 fields
[1] 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 · 3 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
gaps array · 2 items
analysis object · 4 fields
methods array · 1 item
[0] object · 10 fields
dsl_operations array · 4 items
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
targets array · 1 item
[0] object · 8 fields
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 · 3 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:27718312", "kind": "science-record", "revision": 8, "content_hash": "sha256:9f9d6411eb0a2f5d08869d35ff2b5a1bcb6c4aeaa86e51a715d4921ff8638c47", "created_at": "2026-11-01T15:40:20Z", "updated_at": "2026-11-01T22:42:47Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Extracting histones for the specific purpose of label-free MS.", "doi": "10.1002/pmic.201600341", "pmid": "27718312", "authors": ["Elisabeth Govaert", "Katleen Van Steendam", "Ellen Scheerlinck", "Liesbeth Vossaert", "Paulien Meert", "Martina Stella", "Sander Willems", "Laura De Clerck", "Maarten Dhaenens", "Dieter Deforce"], "journal": "Proteomics", "year": 2016, "abstract": "Extracting histones from cells is the first step in studies that aim to characterize histones and their post-translational modifications (hPTMs) with MS. In the last decade, label-free quantification is more frequently being used for MS-based histone characterization. However, many histone extraction protocols were not specifically designed for label-free MS. While label-free quantification has its advantages, it is also very susceptible to technical variation. Here, we adjust an established histone extraction protocol according to general label-free MS guidelines with a specific focus on minimizing sample handling. These protocols are first evaluated using SDS-PAGE. Hereafter, a selection of extraction protocols was used in a complete histone workflow for label-free MS. All protocols display nearly identical relative quantification of hPTMs. We thus show that, depending on the cell type under investigation and at the cost of some additional contaminating proteins, minimizing sample handling can be done during histone isolation. This allows analyzing bigger sample batches, leads to reduced technical variation and minimizes the chance of in vitro alterations to the hPTM snapshot. Overall, these results allow researchers to determine the best protocol depending on the resources and goal of their specific study. Data are available via ProteomeXchange with identifier PXD002885.", "claims": [{"id": "claim-method", "statement": "Eight variants were significantly different between the selected protocols at the 0.01 significance level (ANOVA q‐value), but only two showed a maximum fold enrichment >2, Histone H1.1 and macroH2A (Fig. 4A).", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:27718312", "locator": "sections[13] \"Label‐free quantification of histones and their PTMs in the different protocols\" paragraph 3", "quote": "Eight variants were significantly different between the selected protocols at the 0.01 significance level (ANOVA q‐value), but only two showed a maximum fold enrichment >2, Histone H1.1 and macroH2A (Fig. 4A)."}], "state": "complete"}, {"id": "claim-data-access", "statement": "Data are available via ProteomeXchange with identifier PXD002885.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:27718312", "locator": "sections[0] \"Abstract\" paragraph 1", "quote": "Data are available via ProteomeXchange with identifier PXD002885."}], "state": "complete"}, {"id": "claim-target-result", "statement": "The paper used MS-precursor-intensity-based principal component analysis (PCA) to assess clustering and outliers across extraction protocols; the source data are available through ProteomeXchange under identifier PXD002885.", "kind": "quantitative", "target": {"value": 18.0, "unit": "per cent", "tolerance": null, "source": "Using this PCA three of 32 extractions appeared to have failed and these outliers were removed. Figure 3A shows that the multiply‐charged MS precursors aggregate the four protocols into two clusters along PC 1, explaining 18% of the variation: detergent‐based (Protocol C‐fresh, Cluster 1) versus detergent‐free (Protocols A‐fresh/frozen and B‐frozen, Cluster 2)."}, "evidence": [{"asset": "source:pmid:27718312", "locator": "sections[12] \"Evaluation of quality and repeatability using label‐free MS\" paragraph 3", "quote": "Using this PCA three of 32 extractions appeared to have failed and these outliers were removed. Figure 3A shows that the multiply‐charged MS precursors aggregate the four protocols into two clusters along PC 1, explaining 18% of the variation: detergent‐based (Protocol C‐fresh, Cluster 1) versus detergent‐free (Protocols A‐fresh/frozen and B‐frozen, Cluster 2)."}, {"asset": "source:pmid:27718312", "locator": "sections[0] \"Abstract\" paragraph 1", "quote": "All protocols display nearly identical relative quantification of hPTMs."}, {"asset": "source:pmid:27718312", "locator": "sections[0] \"Abstract\" paragraph 1", "quote": "Data are available via ProteomeXchange with identifier PXD002885."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": "The paper used MS-precursor-intensity-based principal component analysis (PCA) to assess clustering and outliers across extraction protocols; the source data are available through ProteomeXchange under identifier PXD002885.", "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:27718312"], "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:PXD002885"], "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:PXD002885"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:27718312", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1002/pmic.201600341", "sha256": "sha256:9ff5b02389c82d1ef21b7bfde6551ae6b09e2795d81afd944fe852986da47c2c", "bytes": 38859, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.1002/pmic.201600341", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC5157773", "source": "europe_pmc_fulltext", "coverage": "whole_body", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:PXD002885", "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=PXD002885", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "PXD002885", "version": null, "note": "Data are available via ProteomeXchange with identifier PXD002885.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "Data are available via ProteomeXchange with identifier PXD002885.", "access_statement_kind": "data_availability_statement", "sample_accessions": [], "sample_count": null, "group_sizes": null, "group_sizes_basis": null, "platform": null, "taxon": null, "title": "Histone datasets for evaluation of histone extraction protocols", "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:27718312:1", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:2f2c859107242b373b5e594eea078b2caa12263b5ec1702fbf2311f31ad585b4", "bytes": 274, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[13]/table-wrap[1]#pmic12527-tbl-0001", "version": null, "note": "Comparison of the performance of the histone extraction protocols investigated by label‐free MS analysis", "structure": {"pmcid": "PMC5157773", "section_index": 13, "section_title": "Label‐free quantification of histones and their PTMs in the different protocols", "row_count": 1, "column_count": 1}, "table": {"label": "Table 1", "caption": "Comparison of the performance of the histone extraction protocols investigated by label‐free MS analysis", "rows": [[""]], "row_count": 1, "column_count": 1, "numeric_cells": 0, "header_rows": 0, "locator": "section[13]/table-wrap[1]#pmic12527-tbl-0001"}}], "gaps": ["asset:data:geo:PXD002885 not downloaded", "asset:data:geo:PXD002885 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": "Eight variants were significantly different between the selected protocols at the 0.01 significance level (ANOVA q‐value), but only two showed a maximum fold enrichment >2, Histone H1.1 and macroH2A (Fig. 4A)."}}], "targets": [{"id": "target-published-estimate", "claim_id": "claim-target-result", "operation": "bootstrap_mean_difference", "expected_value": 18.0, "unit": "per cent", "tolerance": null, "state": "complete", "note": "The published estimate as the reader quoted it from the paper. No tolerance is published because the paper states none."}], "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": ["PXD002885"], "resolved_accessions": ["PXD002885"], "statements": ["Data are available via ProteomeXchange with identifier PXD002885."], "basis": "The paper names PXD002885 in ProteomeXchange 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:27718312", "data:geo:PXD002885", "asset:table:pmid:27718312:1"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:PXD002885"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-10-31T18:29:34Z", "independence": "same_provider"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 8, "usage": {"prompt_tokens": 79466, "completion_tokens": 3155, "cached_tokens": 11296}}, "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:27718312", "type": "paper", "label": "pmid:27718312"}, {"id": "source:pmid:27718312", "type": "manuscript", "label": "PMID 27718312 full text"}, {"id": "data:geo:PXD002885", "type": "dataset", "label": "GEO PXD002885"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:27718312", "type": "paper", "label": "pmid:27718312"}, {"id": "source:pmid:27718312", "type": "manuscript", "label": "PMID 27718312 full text"}, {"id": "data:geo:PXD002885", "type": "dataset", "label": "GEO PXD002885"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-27718312", "type": "extraction", "used": ["source:pmid:27718312"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-PXD002885", "type": "accession_resolution", "used": ["data:geo:PXD002885"], "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:27718312", "parent_hash": "sha256:ebbd73b13ebe3faf9106e9439059b8eed9b0a11469f274f987ed0028e698c0c7", "fork_of": null, "generation": 7}, "gaps": ["asset:data:geo:PXD002885 licence not read", "asset:data:geo:PXD002885 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": ["Eight variants were significantly different between the selected protocols at the 0.01 significance level (ANOVA q‐value), but only two showed a maximum fold enrichment >2, Histone H1.1 and macroH2A (Fig. 4A)."], "order_basis": "analysis_only", "id": "assay:1"}]}