Corpus Engine Towards a reproducible .science file.
← All .science files

pmid:30884231

Evaluating Chromatographic Approaches for the Quantitative Analysis of a Human Proteome on Orbitrap-Based Mass Spectrometry Systems.

Ying Zhang · Zhihui Wen · Michael P Washburn · Laurence Florens

Journal of proteome research · 2019 doi:10.1021/acs.jproteome.9b00036

Paper

complete

Experiment

partial

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
id
pmid:30884231
kind
science-record
content_hash
sha256:dd4d1c3760b793b7d1d1c75077d22d02e24a027f699437b844a3db9ae2217aa0
schema
https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json
created_at
2026-11-01T17:32:42Z
updated_at
2026-11-01T22:00:26Z
generator object · 2 fields
name
corpus-assay-engine
run_id
reading-sci-2026-11-01
paper object · 10 fields
state
complete
title
Evaluating Chromatographic Approaches for the Quantitative Analysis of a Human Proteome on Orbitrap-Based Mass Spectrometry Systems.
doi
10.1021/acs.jproteome.9b00036
pmid
30884231
authors array · 4 items
[0]
Ying Zhang
[1]
Zhihui Wen
[2]
Michael P Washburn
[3]
Laurence Florens
journal
Journal of proteome research
year
2019
abstract
The Orbitrap is now a core component of several different instruments. However, evaluating the capabilities of each system is lacking in the field. Here, we compared the performance of multidimensional protein identification (MudPIT) on Velos Pro Orbitrap and Velos Orbitrap Elite mass spectrometers to reversed phase liquid chromatography (RPLC) on a Q-Exactive Plus and an Orbitrap Fusion Lumos. Using HeLa cell protein digests, we carried out triplicate analyses of 16 different chromatography conditions on four different instrumentation platforms. We first optimized RPLC conditions by varying column lengths, inner diameters, and particle sizes. We found that smaller particle sizes improve results but only with smaller inner diameter microcapillary columns. We then selected one chromatography condition on each system and varied gradient lengths. We used distributed normalized spectral abundance factor (dNSAF) values to determine quantitative reproducibility. With Pearson product-moment correlation coefficient r values routinely above 0.96, single RPLC on both the QE+ and Orbitrap Lumos outperformed MudPIT on the Orbitrap Elite mass spectrometer. In addition, when comparing dNSAF values measured for the same proteins across the different platforms, RPLC on the Orbitrap Lumos had greater sensitivity than MudPIT, as demonstrated by the detection and quantification of histone deacetylase complex components. Data are available via ProteomeXchange with identifier 10.6019/PXD009875.
claims array · 3 items
[0] object · 6 fields
id
claim-method
statement
Calculating Pearson correlation coefficients on the averaged dNSAF values for these stringently selected groups of proteins increased the r values to above 0.86 and 0.8 for the pair-wise comparison with the QE+ and OFL datasets, respectively (Table S2F).
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:30884231
locator
sections[16] "Effect of LC/MS Pipeline on Label-Free dNSAF Quantitation" paragraph 2
quote
Calculating Pearson correlation coefficients on the averaged dNSAF values for these stringently selected groups of proteins increased the r values to above 0.86 and 0.8 for the pair-wise comparison with the QE+ and OFL datasets, respectively (Table S2F).
state
complete
[1] object · 6 fields
id
claim-data-access
statement
The mass spectrometry data have been deposited to the ProteomeXchange Consortium via the PRIDE partner repository32, 33 with the identifiers 10.6019/PXD009875. All original data files underlying this manuscript may also be accessed after publication from the Stowers Original Data Repository at http://www.stowers.org/research/publications/libpb-1303.
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:30884231
locator
sections[10] "Data Accessibility." paragraph 2
quote
The mass spectrometry data have been deposited to the ProteomeXchange Consortium via the PRIDE partner repository32, 33 with the identifiers 10.6019/PXD009875. All original data files underlying this manuscript may also be accessed after publication from the Stowers Original Data Repository at http://www.stowers.org/research/publications/libpb-1303.
state
complete
[2] object · 6 fields
id
claim-target-result
statement
With Pearson Product-Moment Correlation Coefficients r values routinely above 0.96, single RPLC on both the QE+ and Orbitrap Lumos outperformed MudPIT on the Orbitrap Elite mass spectrometer.
kind
qualitative
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:30884231
locator
sections[0] "Abstract" paragraph 1
quote
With Pearson Product-Moment Correlation Coefficients r values routinely above 0.96, single RPLC on both the QE+ and Orbitrap Lumos outperformed MudPIT on the Orbitrap Elite mass spectrometer.
state
complete
gaps array · 0 items
experiment object · 8 fields
state
partial
objective
With Pearson Product-Moment Correlation Coefficients r values routinely above 0.96, single RPLC on both the QE+ and Orbitrap Lumos outperformed MudPIT on the Orbitrap Elite mass spectrometer.
steps array · 3 items
[0] object · 13 fields
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.
parameters object · 0 fields
inputs array · 1 item
[0]
source:pmid:30884231
outputs array · 1 item
[0]
the published estimate and its evidence
instruments array · 0 items
reagents array · 0 items
[1] object · 13 fields
id
obtain_source_data
order
2
name
Obtain the source data from the named repository
kind
data-preparation
state
blocked
blocked_on
data:accession_absent
description
The GEO series accession resolves and its sample accessions are listed. This lane did not download the dataset or read its licence.
parameters object · 0 fields
inputs array · 0 items
outputs array · 1 item
[0]
the source data with its repository provenance
instruments array · 0 items
reagents array · 0 items
[2] object · 13 fields
id
run_analysis
order
3
name
Run the published analysis
kind
analysis
state
blocked
blocked_on
method:group_comparison_mann_whitney
description
Apply the paper's statistical method to the resolved series and compare the result with the published target.
parameters object · 0 fields
inputs array · 0 items
outputs array · 1 item
[0]
the replicated result and its comparison
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 · 2 items
[0]
step:run_analysis blocked on method:group_comparison_mann_whitney
[1]
step:obtain_source_data blocked on data:accession_absent
data object · 3 fields
state
partial
assets array · 1 item
[0] object · 15 fields
id
source:pmid:30884231
role
manuscript
format
xml
media_type
application/xml
uri
https://doi.org/10.1021/acs.jproteome.9b00036
sha256
sha256:842203487b3a0d6c112c01fc22cac7a6b20482f128c17dd291d5a11bb7e1c6fc
bytes
51250
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
10.1021/acs.jproteome.9b00036
version
null
note
Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.
structure object · 4 fields
pmcid
PMC6839767
source
ncbi_pmc_fulltext
coverage
whole_body_without_references
text_hash_scope
rendered_section_body
gaps array · 0 items
analysis object · 4 fields
state
partial
methods array · 3 items
[0] object · 10 fields
id
method-1
family
group_comparison
specific
mann_whitney
label
Group comparison
dsl_operations array · 0 items
missing_operations array · 1 item
[0]
group_comparison_mann_whitney
expressible
false
parameters object · 0 fields
data_shapes array · 1 item
[0]
two_or_more_groups_continuous
evidence object · 3 fields
score
0.8
band
high
quote
Mann-Whitney
[1] object · 10 fields
id
method-2
family
correlation_analysis
specific
pearson
label
Correlation analysis
dsl_operations array · 1 item
[0]
pearson_r
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[0]
paired_numeric_columns
evidence object · 3 fields
score
0.8
band
high
quote
Pearson correlation
[2] object · 10 fields
id
method-3
family
null
specific
null
label
Pearson product-moment correlation coefficients
dsl_operations array · 0 items
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 0 items
evidence object · 3 fields
score
1
band
verbatim
quote
Calculating Pearson correlation coefficients on the averaged dNSAF values for these stringently selected groups of proteins increased the r values to above 0.86 and 0.8 for the pair-wise comparison with the QE+ and OFL datasets, respectively (Table S2F).
targets array · 0 items
gaps array · 2 items
[0]
method.reader_named_unmapped
[1]
method.group_comparison_mann_whitney
capability object · 3 fields
state
complete
requirements array · 1 item
[0] object · 6 fields
capability_id
capability:computational_analysis
label
Computational analysis platform
assay_families array · 9 items
[0]
meta_analysis
[1]
machine_learning
[2]
survival_analysis
[3]
statistical_regression
[4]
pca
[5]
molecular_docking
[6]
network_analysis
[7]
differential_expression
[8]
gwas
candidate
Automated Assays Laravel application and simulated adapters
gaps array · 0 items
readiness object · 8 fields
state
blocked
tier
R4
blocked_on
data:accession_absent
axes object · 3 fields
method object · 5 fields
tier
R1
expressible
false
required_operations array · 0 items
missing_operations array · 1 item
[0]
group_comparison_mann_whitney
basis
The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: mann_whitney.
capability object · 4 fields
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 object · 6 fields
tier
R4
reachable
false
accessions array · 1 item
[0]
10.6019/PXD009875
resolved_accessions array · 0 items
statements array · 1 item
[0]
The mass spectrometry data have been deposited to the ProteomeXchange Consortium via the PRIDE partner repository32, 33 with the identifiers 10.6019/PXD009875. All original data files underlying this manuscript may also be accessed after publication from the Stowers Original Data Repository at http://www.stowers.org/research/publications/libpb-1303.
basis
The paper names 10.6019/PXD009875, but the accession does not resolve in the repository (no reason recorded), so the data cannot be reached from here. No dataset was downloaded and no licence was read.
can_run object · 3 fields
dsl_operations array · 0 items
assets array · 1 item
[0]
source:pmid:30884231
steps array · 0 items
must_build object · 5 fields
dsl_operations array · 1 item
[0] object · 3 fields
operation
group_comparison_mann_whitney
priority
null
converters array · 0 items
readers array · 0 items
capabilities array · 0 items
data_gaps array · 1 item
[0]
data:geo:None
gaps array · 1 item
[0]
data:accession_absent
review object · 5 fields
state
partial
machine_critique object · 5 fields
kind
extraction_review
reader object · 5 fields
model
MiniMax-M3.1-Flash
provider
minimax
provider_family
minimax
read_at
2026-11-01T16:58:24Z
independence
single_reader
evidence_check object · 2 fields
method
verbatim
availability
verbatim
calls
5
usage object · 3 fields
prompt_tokens
13721
completion_tokens
1810
cached_tokens
256
stages array · 1 item
[0] object · 4 fields
id
extraction
state
complete
reader
MiniMax-M3.1-Flash
provider
minimax
gaps array · 3 items
[0]
review.independent_reader
[1]
review.machine_critique
[2]
review.human_critique
execution object · 5 fields
state
absent
status
not_run
mode
null
runs array · 0 items
gaps array · 1 item
[0]
execution.not_run
provenance object · 7 fields
entities array · 3 items
[0] object · 3 fields
id
pmid:30884231
type
paper
label
pmid:30884231
[1] object · 3 fields
id
source:pmid:30884231
type
manuscript
label
PMID 30884231 full text
[2] object · 3 fields
id
data:geo:None
type
dataset
label
GEO None
activities array · 3 items
[0] object · 4 fields
id
activity-reading-sci-2026-11-01
type
classification
used array · 3 items
[0] object · 3 fields
id
pmid:30884231
type
paper
label
pmid:30884231
[1] object · 3 fields
id
source:pmid:30884231
type
manuscript
label
PMID 30884231 full text
[2] object · 3 fields
id
data:geo:None
type
dataset
label
GEO None
agent
agent:corpus-assay-engine
[1] object · 4 fields
id
activity-read-30884231
type
extraction
used array · 1 item
[0]
source:pmid:30884231
agent
agent:minimax-reader
[2] object · 4 fields
id
activity-resolve-None
type
accession_resolution
used array · 1 item
[0]
data:geo:None
agent
agent:corpus-assay-engine
agents array · 2 items
[0] object · 3 fields
id
agent:corpus-assay-engine
type
software
label
Corpus assay engine
[1] object · 3 fields
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 object · 4 fields
parent_id
pmid:30884231
parent_hash
sha256:31350b2b9899f181323a4ce84d8ef270ad734aec9a55532b2e5ef05b54915036
fork_of
null
gaps array · 8 items
[0]
execution.not_run
[1]
method.group_comparison_mann_whitney
[2]
method.reader_named_unmapped
[3]
review.human_critique
[4]
review.independent_reader
[5]
review.machine_critique
[6]
step:obtain_source_data blocked on data:accession_absent
[7]
step:run_analysis blocked on method:group_comparison_mann_whitney
assays array · 3 items
[0] object · 11 fields
role
data_generation
definition_id
mass_spectrometry
definition_version
99e1195c7d6f
required_operations array · 0 items
support_state
partial
source_hashes object · 1 field
assay_lexicon
99e1195c7d6f
confidence
0.99
evidence array · 4 items
[0]
alysis of a Human Proteome on Orbitrap-Based Mass Spectrometry Systems.
[1]
ected proteins (fasta format) as well as the mass spectrometry raw files were also inputted to Skyline, fro
[2]
f HeLa whole cell digests on three different mass spectrometry platforms and varying particle sizes, inner
[3]
f HeLa whole cell digests on three different mass spectrometry platforms and varying liquid chromatography
order_basis
paper_text_order:61
id
assay:1
[1] object · 11 fields
role
data_generation
definition_id
cell_culture
definition_version
99e1195c7d6f
required_operations array · 0 items
support_state
partial
source_hashes object · 1 field
assay_lexicon
99e1195c7d6f
confidence
0.99
evidence array · 4 items
[0]
ive Plus and an Orbitrap Fusion Lumos. Using HeLa cell protein digests, we carried out triplic
[1]
EXPERIMENTAL PROCEDURES Materials. HeLa protein digest standard was purchased from P
[2]
s, the first replicates analyses of the 3 μg HeLa analyzed on the OFL with 120, 240, and 360 m
[3]
ok): Table S1: LC-MS/MS analyses of 200ng of HeLa whole cell digests on three different mass s
order_basis
paper_text_order:492
id
assay:2
[2] object · 11 fields
role
analysis
definition_id
group_comparison
definition_version
f2132e96ae6c7a4e
required_operations array · 0 items
support_state
partial
source_hashes object · 1 field
dsl_catalogue
f2132e96ae6c7a4e
evidence array · 1 item
[0]
Mann-Whitney
order_basis
consumes_earlier_output
id
assay:3
Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:30884231", "kind": "science-record", "revision": 4, "content_hash": "sha256:dd4d1c3760b793b7d1d1c75077d22d02e24a027f699437b844a3db9ae2217aa0", "created_at": "2026-11-01T17:32:42Z", "updated_at": "2026-11-01T22:00:26Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Evaluating Chromatographic Approaches for the Quantitative Analysis of a Human Proteome on Orbitrap-Based Mass Spectrometry Systems.", "doi": "10.1021/acs.jproteome.9b00036", "pmid": "30884231", "authors": ["Ying Zhang", "Zhihui Wen", "Michael P Washburn", "Laurence Florens"], "journal": "Journal of proteome research", "year": 2019, "abstract": "The Orbitrap is now a core component of several different instruments. However, evaluating the capabilities of each system is lacking in the field. Here, we compared the performance of multidimensional protein identification (MudPIT) on Velos Pro Orbitrap and Velos Orbitrap Elite mass spectrometers to reversed phase liquid chromatography (RPLC) on a Q-Exactive Plus and an Orbitrap Fusion Lumos. Using HeLa cell protein digests, we carried out triplicate analyses of 16 different chromatography conditions on four different instrumentation platforms. We first optimized RPLC conditions by varying column lengths, inner diameters, and particle sizes. We found that smaller particle sizes improve results but only with smaller inner diameter microcapillary columns. We then selected one chromatography condition on each system and varied gradient lengths. We used distributed normalized spectral abundance factor (dNSAF) values to determine quantitative reproducibility. With Pearson product-moment correlation coefficient r values routinely above 0.96, single RPLC on both the QE+ and Orbitrap Lumos outperformed MudPIT on the Orbitrap Elite mass spectrometer. In addition, when comparing dNSAF values measured for the same proteins across the different platforms, RPLC on the Orbitrap Lumos had greater sensitivity than MudPIT, as demonstrated by the detection and quantification of histone deacetylase complex components. Data are available via ProteomeXchange with identifier 10.6019/PXD009875.", "claims": [{"id": "claim-method", "statement": "Calculating Pearson correlation coefficients on the averaged dNSAF values for these stringently selected groups of proteins increased the r values to above 0.86 and 0.8 for the pair-wise comparison with the QE+ and OFL datasets, respectively (Table S2F).", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:30884231", "locator": "sections[16] \"Effect of LC/MS Pipeline on Label-Free dNSAF Quantitation\" paragraph 2", "quote": "Calculating Pearson correlation coefficients on the averaged dNSAF values for these stringently selected groups of proteins increased the r values to above 0.86 and 0.8 for the pair-wise comparison with the QE+ and OFL datasets, respectively (Table S2F)."}], "state": "complete"}, {"id": "claim-data-access", "statement": "The mass spectrometry data have been deposited to the ProteomeXchange Consortium via the PRIDE partner repository32, 33 with the identifiers 10.6019/PXD009875. All original data files underlying this manuscript may also be accessed after publication from the Stowers Original Data Repository at http://www.stowers.org/research/publications/libpb-1303.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:30884231", "locator": "sections[10] \"Data Accessibility.\" paragraph 2", "quote": "The mass spectrometry data have been deposited to the ProteomeXchange Consortium via the PRIDE partner repository32, 33 with the identifiers 10.6019/PXD009875. All original data files underlying this manuscript may also be accessed after publication from the Stowers Original Data Repository at http://www.stowers.org/research/publications/libpb-1303."}], "state": "complete"}, {"id": "claim-target-result", "statement": "With Pearson Product-Moment Correlation Coefficients r values routinely above 0.96, single RPLC on both the QE+ and Orbitrap Lumos outperformed MudPIT on the Orbitrap Elite mass spectrometer.", "kind": "qualitative", "target": null, "evidence": [{"asset": "source:pmid:30884231", "locator": "sections[0] \"Abstract\" paragraph 1", "quote": "With Pearson Product-Moment Correlation Coefficients r values routinely above 0.96, single RPLC on both the QE+ and Orbitrap Lumos outperformed MudPIT on the Orbitrap Elite mass spectrometer."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "partial", "objective": "With Pearson Product-Moment Correlation Coefficients r values routinely above 0.96, single RPLC on both the QE+ and Orbitrap Lumos outperformed MudPIT on the Orbitrap Elite mass spectrometer.", "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:30884231"], "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": "blocked", "blocked_on": "data:accession_absent", "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": [], "outputs": ["the source data with its repository provenance"], "instruments": [], "reagents": []}, {"id": "run_analysis", "order": 3, "name": "Run the published analysis", "kind": "analysis", "state": "blocked", "blocked_on": "method:group_comparison_mann_whitney", "description": "Apply the paper's statistical method to the resolved series and compare the result with the published target.", "duration_hours": null, "parameters": {}, "inputs": [], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": ["step:run_analysis blocked on method:group_comparison_mann_whitney", "step:obtain_source_data blocked on data:accession_absent"]}, "data": {"state": "partial", "assets": [{"id": "source:pmid:30884231", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1021/acs.jproteome.9b00036", "sha256": "sha256:842203487b3a0d6c112c01fc22cac7a6b20482f128c17dd291d5a11bb7e1c6fc", "bytes": 51250, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.1021/acs.jproteome.9b00036", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC6839767", "source": "ncbi_pmc_fulltext", "coverage": "whole_body_without_references", "text_hash_scope": "rendered_section_body"}}], "gaps": []}, "analysis": {"state": "partial", "methods": [{"id": "method-1", "family": "group_comparison", "specific": "mann_whitney", "label": "Group comparison", "dsl_operations": [], "missing_operations": ["group_comparison_mann_whitney"], "expressible": false, "parameters": {}, "data_shapes": ["two_or_more_groups_continuous"], "evidence": {"score": 0.8, "band": "high", "quote": "Mann-Whitney"}}, {"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": null, "specific": null, "label": "Pearson product-moment correlation coefficients", "dsl_operations": [], "missing_operations": [], "expressible": null, "parameters": {}, "data_shapes": [], "evidence": {"score": 1.0, "band": "verbatim", "quote": "Calculating Pearson correlation coefficients on the averaged dNSAF values for these stringently selected groups of proteins increased the r values to above 0.86 and 0.8 for the pair-wise comparison with the QE+ and OFL datasets, respectively (Table S2F)."}}], "targets": [], "gaps": ["method.reader_named_unmapped", "method.group_comparison_mann_whitney"]}, "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": "blocked", "tier": "R4", "blocking_axis": "data", "blocked_on": "data:accession_absent", "axes": {"method": {"tier": "R1", "expressible": false, "required_operations": [], "missing_operations": ["group_comparison_mann_whitney"], "basis": "The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: mann_whitney."}, "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": "R4", "reachable": false, "accessions": ["10.6019/PXD009875"], "resolved_accessions": [], "statements": ["The mass spectrometry data have been deposited to the ProteomeXchange Consortium via the PRIDE partner repository32, 33 with the identifiers 10.6019/PXD009875. All original data files underlying this manuscript may also be accessed after publication from the Stowers Original Data Repository at http://www.stowers.org/research/publications/libpb-1303."], "basis": "The paper names 10.6019/PXD009875, but the accession does not resolve in the repository (no reason recorded), so the data cannot be reached from here. No dataset was downloaded and no licence was read."}}, "can_run": {"dsl_operations": [], "assets": ["source:pmid:30884231"], "steps": []}, "must_build": {"dsl_operations": [{"operation": "group_comparison_mann_whitney", "unlocks_papers": null, "priority": null}], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:None"]}, "gaps": ["data:accession_absent"]}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-11-01T16:58:24Z", "independence": "single_reader"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 5, "usage": {"prompt_tokens": 13721, "completion_tokens": 1810, "cached_tokens": 256}}, "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:30884231", "type": "paper", "label": "pmid:30884231"}, {"id": "source:pmid:30884231", "type": "manuscript", "label": "PMID 30884231 full text"}, {"id": "data:geo:None", "type": "dataset", "label": "GEO None"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:30884231", "type": "paper", "label": "pmid:30884231"}, {"id": "source:pmid:30884231", "type": "manuscript", "label": "PMID 30884231 full text"}, {"id": "data:geo:None", "type": "dataset", "label": "GEO None"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-30884231", "type": "extraction", "used": ["source:pmid:30884231"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-None", "type": "accession_resolution", "used": ["data:geo:None"], "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:30884231", "parent_hash": "sha256:31350b2b9899f181323a4ce84d8ef270ad734aec9a55532b2e5ef05b54915036", "fork_of": null, "generation": 3}, "gaps": ["execution.not_run", "method.group_comparison_mann_whitney", "method.reader_named_unmapped", "review.human_critique", "review.independent_reader", "review.machine_critique", "step:obtain_source_data blocked on data:accession_absent", "step:run_analysis blocked on method:group_comparison_mann_whitney"], "assays": [{"role": "data_generation", "definition_id": "mass_spectrometry", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.99, "evidence": ["alysis of a Human Proteome on Orbitrap-Based Mass Spectrometry Systems.", "ected proteins (fasta format) as well as the mass spectrometry raw files were also inputted to Skyline, fro", "f HeLa whole cell digests on three different mass spectrometry platforms and varying particle sizes, inner", "f HeLa whole cell digests on three different mass spectrometry platforms and varying liquid chromatography"], "order_basis": "paper_text_order:61", "id": "assay:1"}, {"role": "data_generation", "definition_id": "cell_culture", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.99, "evidence": ["ive Plus and an Orbitrap Fusion Lumos. Using HeLa cell protein digests, we carried out triplic", "EXPERIMENTAL PROCEDURES Materials. HeLa protein digest standard was purchased from P", "s, the first replicates analyses of the 3 μg HeLa analyzed on the OFL with 120, 240, and 360 m", "ok): Table S1: LC-MS/MS analyses of 200ng of HeLa whole cell digests on three different mass s"], "order_basis": "paper_text_order:492", "id": "assay:2"}, {"role": "analysis", "definition_id": "group_comparison", "definition_version": "f2132e96ae6c7a4e", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"dsl_catalogue": "f2132e96ae6c7a4e"}, "confidence": 0.8, "evidence": ["Mann-Whitney"], "order_basis": "consumes_earlier_output", "id": "assay:3"}]}