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

pmid:37910801

Phosphoproteomics and morphology of stored human red blood cells treated by protein tyrosine phosphatases inhibitor.

Manon Bardyn · David Crettaz · Benjamin Rappaz · Romain Hamelin · Florence Armand · Jean-Daniel Tissot · Gerardo Turcatti · Michel Prudent

Blood advances · 2024 doi:10.1182/bloodadvances.2023009964

Paper

complete

Experiment

complete

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:37910801
kind
science-record
content_hash
sha256:e3068e1753591b0f832a83cd2677216902aac093d80534f0edd6929dfc2dd0b4
schema
https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json
created_at
2026-11-01T19:02:48Z
updated_at
2026-11-01T21:31:50Z
generator object · 2 fields
name
corpus-assay-engine
run_id
reading-sci-2026-11-01
paper object · 10 fields
state
complete
title
Phosphoproteomics and morphology of stored human red blood cells treated by protein tyrosine phosphatases inhibitor.
doi
10.1182/bloodadvances.2023009964
pmid
37910801
authors array · 8 items
[0]
Manon Bardyn
[1]
David Crettaz
[2]
Benjamin Rappaz
[3]
Romain Hamelin
[4]
Florence Armand
[5]
Jean-Daniel Tissot
[6]
Gerardo Turcatti
[7]
Michel Prudent
journal
Blood advances
year
2024
abstract
ABSTRACT: The process of protein phosphorylation is involved in numerous cell functions. In particular, phosphotyrosine (pY) has been reported to play a role in red blood cell (RBC) functions, including the cytoskeleton organization. During their storage before transfusion, RBCs suffer from storage lesions that affect their energy metabolism and morphology. This study investigated the relationship between pY and the storage lesions. To do so, RBCs were treated (in the absence of calcium) with a protein tyrosine phosphatase inhibitor (orthovanadate [OV]) to stimulate phosphorylation and with 3 selective kinase inhibitors (KIs). Erythrocyte membrane proteins were studied by western blot analyses and phosphoproteomics (data are available via ProteomeXchange with identifier PXD039914) and cell morphology by digital holographic microscopy. The increase of pY triggered by OV treatment (inducing a global downregulation of pS and pT) disappeared during the storage. Phosphoproteomic analysis identified 609 phosphoproteins containing 1752 phosphosites, of which 41 pY were upregulated and 2 downregulated by OV. After these phosphorylation processes, the shape of RBCs shifted from discocytes to spherocytes, and the addition of KIs partially inhibited this transition. The KIs modulated either pY or pS and pT via diverse mechanisms related to cell shape, thereby affecting RBC morphology. The capacity of RBCs to maintain their function is central in transfusion medicine, and the presented results contribute to a better understanding of RBC biology.
claims array · 3 items
[0] object · 6 fields
id
claim-method
statement
A t test analysis was performed using Perseus 1.6.0.7,45 and graphs were generated with homemade programs (R environment).46 Class 1 phosphosites with intensities in monophosphopeptides (multiplicity = 1), with at least 12 valid values in at least 1 group (OV or Control), were kept for the analysis (3 valid values in at least 1 group for KIs). The significantly differentially quantified phosphosites were defined according to a permutation-based multiple-testing analysis (250 permutations; false discovery rate (FDR) = 0.05; S0 = 1; and S0 = 0.1 for the KIs).
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:37910801
locator
sections[7] "Phosphoproteomics" paragraph 2
quote
A t test analysis was performed using Perseus 1.6.0.7,45 and graphs were generated with homemade programs (R environment).46 Class 1 phosphosites with intensities in monophosphopeptides (multiplicity = 1), with at least 12 valid values in at least 1 group (OV or Control), were kept for the analysis (3 valid values in at least 1 group for KIs). The significantly differentially quantified phosphosites were defined according to a permutation-based multiple-testing analysis (250 permutations; false discovery rate (FDR) = 0.05; S0 = 1; and S0 = 0.1 for the KIs).
state
complete
[1] object · 6 fields
id
claim-data-access
statement
Additional data are available upon reasonable request from the corresponding author, Michel Prudent (Michel.Prudent@itransfusion.ch).
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:37910801
locator
sections[23] "Footnotes" paragraph 2
quote
Additional data are available upon reasonable request from the corresponding author, Michel Prudent (Michel.Prudent@itransfusion.ch).
state
complete
[2] object · 6 fields
id
claim-target-result
statement
Phosphoproteomic analysis identified 609 phosphoproteins containing 1752 phosphosites, of which 41 pY were upregulated and 2 downregulated by OV.
kind
qualitative
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:37910801
locator
sections[0] "Abstract" paragraph 3
quote
Phosphoproteomic analysis identified 609 phosphoproteins containing 1752 phosphosites, of which 41 pY were upregulated and 2 downregulated by OV.
state
complete
gaps array · 0 items
experiment object · 8 fields
state
complete
objective
Phosphoproteomic analysis identified 609 phosphoproteins containing 1752 phosphosites, of which 41 pY were upregulated and 2 downregulated by OV.
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:37910801
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
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.
parameters object · 0 fields
inputs array · 1 item
[0]
data:geo:PXD039914
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
complete
blocked_on
null
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 · 1 item
[0]
data:geo:PXD039914
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 · 0 items
data object · 3 fields
state
partial
assets array · 2 items
[0] object · 15 fields
id
source:pmid:37910801
role
manuscript
format
xml
media_type
application/xml
uri
https://doi.org/10.1182/bloodadvances.2023009964
sha256
sha256:9461462bc4b0cde8bbbb69f2609e06eafa0d558107eb8285286613a72e1cbc84
bytes
50696
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
10.1182/bloodadvances.2023009964
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
PMC10784683
source
europe_pmc_fulltext
coverage
whole_body
text_hash_scope
rendered_section_body
[1] object · 15 fields
id
data:geo:PXD039914
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=PXD039914
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
PXD039914
version
null
note
Additional data are available upon reasonable request from the corresponding author, Michel Prudent (Michel.Prudent@itransfusion.ch).
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
Additional data are available upon reasonable request from the corresponding author, Michel Prudent (Michel.Prudent@itransfusion.ch).
access_statement_kind
data_availability_statement
sample_accessions array · 0 items
sample_count
null
group_sizes
null
group_sizes_basis
null
platform
null
taxon
null
title
Phosphoproteomics and Morphology of Red Blood Cells treated by Protein-Tyrosine-Phosphatases Inhibitor
resolution_checked_at
2026-11-01T19:09:50Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
gaps array · 2 items
[0]
asset:data:geo:PXD039914 not downloaded
[1]
asset:data:geo:PXD039914 licence not read
analysis object · 4 fields
state
partial
methods array · 1 item
[0] object · 10 fields
id
method-1
family
null
specific
null
label
t test analysis and permutation-based multiple-testing analysis
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
A t test analysis was performed using Perseus 1.6.0.7,45 and graphs were generated with homemade programs (R environment).46 Class 1 phosphosites with intensities in monophosphopeptides (multiplicity = 1), with at least 12 valid values in at least 1 group (OV or Control), were kept for the analysis (3 valid values in at least 1 group for KIs). The significantly differentially quantified phosphosites were defined according to a permutation-based multiple-testing analysis (250 permutations; false discovery rate (FDR) = 0.05; S0 = 1; and S0 = 0.1 for the KIs).
targets array · 0 items
gaps array · 1 item
[0]
method.reader_named_unmapped
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
blocking_axis
method
blocked_on
method:not_determinable
axes object · 3 fields
method object · 5 fields
tier
R4
expressible
false
required_operations array · 0 items
missing_operations array · 0 items
basis
The reader quoted the method the paper names (t test analysis and permutation-based multiple-testing analysis), but the corpus's method extractor could not map it onto a DSL operation, so the method is published but not expressible.
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
R1
reachable
true
accessions array · 1 item
[0]
PXD039914
resolved_accessions array · 1 item
[0]
PXD039914
statements array · 1 item
[0]
Additional data are available upon reasonable request from the corresponding author, Michel Prudent (Michel.Prudent@itransfusion.ch).
basis
The paper names PXD039914 in ProteomeXchange Consortium via the PRoteomics IDEntifications partner repository and the accession resolves in the repository. No dataset was downloaded and no licence was read.
can_run object · 3 fields
dsl_operations array · 0 items
assets array · 2 items
[0]
source:pmid:37910801
[1]
data:geo:PXD039914
steps array · 1 item
[0]
run_analysis
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
[0]
data:geo:PXD039914
gaps array · 1 item
[0]
method:not_determinable
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
2026-11-01T18:57:58Z
independence
single_reader
evidence_check object · 2 fields
method
verbatim
availability
verbatim
calls
5
usage object · 3 fields
prompt_tokens
15495
completion_tokens
1336
cached_tokens
128
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:37910801
type
paper
label
pmid:37910801
[1] object · 3 fields
id
source:pmid:37910801
type
manuscript
label
PMID 37910801 full text
[2] object · 3 fields
id
data:geo:PXD039914
type
dataset
label
GEO PXD039914
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:37910801
type
paper
label
pmid:37910801
[1] object · 3 fields
id
source:pmid:37910801
type
manuscript
label
PMID 37910801 full text
[2] object · 3 fields
id
data:geo:PXD039914
type
dataset
label
GEO PXD039914
agent
agent:corpus-assay-engine
[1] object · 4 fields
id
activity-read-37910801
type
extraction
used array · 1 item
[0]
source:pmid:37910801
agent
agent:minimax-reader
[2] object · 4 fields
id
activity-resolve-PXD039914
type
accession_resolution
used array · 1 item
[0]
data:geo:PXD039914
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:37910801
parent_hash
sha256:62b66d7970885b82c3876d7143d966275dad8803164f5df01dfa71fc72aef8ee
fork_of
null
gaps array · 7 items
[0]
asset:data:geo:PXD039914 licence not read
[1]
asset:data:geo:PXD039914 not downloaded
[2]
execution.not_run
[3]
method.reader_named_unmapped
[4]
review.human_critique
[5]
review.independent_reader
[6]
review.machine_critique
assays array · 1 item
[0] object · 11 fields
role
data_generation
definition_id
western_blot
definition_version
99e1195c7d6f
required_operations array · 0 items
support_state
partial
source_hashes object · 1 field
assay_lexicon
99e1195c7d6f
confidence
0.93
evidence array · 1 item
[0]
rythrocyte membrane proteins were studied by western blot analyses and phosphoproteomics (data are ava
order_basis
paper_text_order:753
id
assay:1
Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:37910801", "kind": "science-record", "revision": 3, "content_hash": "sha256:e3068e1753591b0f832a83cd2677216902aac093d80534f0edd6929dfc2dd0b4", "created_at": "2026-11-01T19:02:48Z", "updated_at": "2026-11-01T21:31:50Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Phosphoproteomics and morphology of stored human red blood cells treated by protein tyrosine phosphatases inhibitor.", "doi": "10.1182/bloodadvances.2023009964", "pmid": "37910801", "authors": ["Manon Bardyn", "David Crettaz", "Benjamin Rappaz", "Romain Hamelin", "Florence Armand", "Jean-Daniel Tissot", "Gerardo Turcatti", "Michel Prudent"], "journal": "Blood advances", "year": 2024, "abstract": "ABSTRACT: The process of protein phosphorylation is involved in numerous cell functions. In particular, phosphotyrosine (pY) has been reported to play a role in red blood cell (RBC) functions, including the cytoskeleton organization. During their storage before transfusion, RBCs suffer from storage lesions that affect their energy metabolism and morphology. This study investigated the relationship between pY and the storage lesions. To do so, RBCs were treated (in the absence of calcium) with a protein tyrosine phosphatase inhibitor (orthovanadate [OV]) to stimulate phosphorylation and with 3 selective kinase inhibitors (KIs). Erythrocyte membrane proteins were studied by western blot analyses and phosphoproteomics (data are available via ProteomeXchange with identifier PXD039914) and cell morphology by digital holographic microscopy. The increase of pY triggered by OV treatment (inducing a global downregulation of pS and pT) disappeared during the storage. Phosphoproteomic analysis identified 609 phosphoproteins containing 1752 phosphosites, of which 41 pY were upregulated and 2 downregulated by OV. After these phosphorylation processes, the shape of RBCs shifted from discocytes to spherocytes, and the addition of KIs partially inhibited this transition. The KIs modulated either pY or pS and pT via diverse mechanisms related to cell shape, thereby affecting RBC morphology. The capacity of RBCs to maintain their function is central in transfusion medicine, and the presented results contribute to a better understanding of RBC biology.", "claims": [{"id": "claim-method", "statement": "A t test analysis was performed using Perseus 1.6.0.7,45 and graphs were generated with homemade programs (R environment).46 Class 1 phosphosites with intensities in monophosphopeptides (multiplicity = 1), with at least 12 valid values in at least 1 group (OV or Control), were kept for the analysis (3 valid values in at least 1 group for KIs). The significantly differentially quantified phosphosites were defined according to a permutation-based multiple-testing analysis (250 permutations; false discovery rate (FDR) = 0.05; S0 = 1; and S0 = 0.1 for the KIs).", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:37910801", "locator": "sections[7] \"Phosphoproteomics\" paragraph 2", "quote": "A t test analysis was performed using Perseus 1.6.0.7,45 and graphs were generated with homemade programs (R environment).46 Class 1 phosphosites with intensities in monophosphopeptides (multiplicity = 1), with at least 12 valid values in at least 1 group (OV or Control), were kept for the analysis (3 valid values in at least 1 group for KIs). The significantly differentially quantified phosphosites were defined according to a permutation-based multiple-testing analysis (250 permutations; false discovery rate (FDR) = 0.05; S0 = 1; and S0 = 0.1 for the KIs)."}], "state": "complete"}, {"id": "claim-data-access", "statement": "Additional data are available upon reasonable request from the corresponding author, Michel Prudent (Michel.Prudent@itransfusion.ch).", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:37910801", "locator": "sections[23] \"Footnotes\" paragraph 2", "quote": "Additional data are available upon reasonable request from the corresponding author, Michel Prudent (Michel.Prudent@itransfusion.ch)."}], "state": "complete"}, {"id": "claim-target-result", "statement": "Phosphoproteomic analysis identified 609 phosphoproteins containing 1752 phosphosites, of which 41 pY were upregulated and 2 downregulated by OV.", "kind": "qualitative", "target": null, "evidence": [{"asset": "source:pmid:37910801", "locator": "sections[0] \"Abstract\" paragraph 3", "quote": "Phosphoproteomic analysis identified 609 phosphoproteins containing 1752 phosphosites, of which 41 pY were upregulated and 2 downregulated by OV."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": "Phosphoproteomic analysis identified 609 phosphoproteins containing 1752 phosphosites, of which 41 pY were upregulated and 2 downregulated by OV.", "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:37910801"], "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:PXD039914"], "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:PXD039914"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:37910801", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1182/bloodadvances.2023009964", "sha256": "sha256:9461462bc4b0cde8bbbb69f2609e06eafa0d558107eb8285286613a72e1cbc84", "bytes": 50696, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.1182/bloodadvances.2023009964", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC10784683", "source": "europe_pmc_fulltext", "coverage": "whole_body", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:PXD039914", "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=PXD039914", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "PXD039914", "version": null, "note": "Additional data are available upon reasonable request from the corresponding author, Michel Prudent (Michel.Prudent@itransfusion.ch).", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "Additional data are available upon reasonable request from the corresponding author, Michel Prudent (Michel.Prudent@itransfusion.ch).", "access_statement_kind": "data_availability_statement", "sample_accessions": [], "sample_count": null, "group_sizes": null, "group_sizes_basis": null, "platform": null, "taxon": null, "title": "Phosphoproteomics and Morphology of Red Blood Cells treated by Protein-Tyrosine-Phosphatases Inhibitor", "resolution_checked_at": "2026-11-01T19:09:50Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}], "gaps": ["asset:data:geo:PXD039914 not downloaded", "asset:data:geo:PXD039914 licence not read"]}, "analysis": {"state": "partial", "methods": [{"id": "method-1", "family": null, "specific": null, "label": "t test analysis and permutation-based multiple-testing analysis", "dsl_operations": [], "missing_operations": [], "expressible": null, "parameters": {}, "data_shapes": [], "evidence": {"score": 1.0, "band": "verbatim", "quote": "A t test analysis was performed using Perseus 1.6.0.7,45 and graphs were generated with homemade programs (R environment).46 Class 1 phosphosites with intensities in monophosphopeptides (multiplicity = 1), with at least 12 valid values in at least 1 group (OV or Control), were kept for the analysis (3 valid values in at least 1 group for KIs). The significantly differentially quantified phosphosites were defined according to a permutation-based multiple-testing analysis (250 permutations; false discovery rate (FDR) = 0.05; S0 = 1; and S0 = 0.1 for the KIs)."}}], "targets": [], "gaps": ["method.reader_named_unmapped"]}, "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": "method", "blocked_on": "method:not_determinable", "axes": {"method": {"tier": "R4", "expressible": false, "required_operations": [], "missing_operations": [], "basis": "The reader quoted the method the paper names (t test analysis and permutation-based multiple-testing analysis), but the corpus's method extractor could not map it onto a DSL operation, so the method is published but not expressible."}, "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": ["PXD039914"], "resolved_accessions": ["PXD039914"], "statements": ["Additional data are available upon reasonable request from the corresponding author, Michel Prudent (Michel.Prudent@itransfusion.ch)."], "basis": "The paper names PXD039914 in ProteomeXchange Consortium via the PRoteomics IDEntifications partner repository and the accession resolves in the repository. No dataset was downloaded and no licence was read."}}, "can_run": {"dsl_operations": [], "assets": ["source:pmid:37910801", "data:geo:PXD039914"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:PXD039914"]}, "gaps": ["method:not_determinable"]}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-11-01T18:57:58Z", "independence": "single_reader"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 5, "usage": {"prompt_tokens": 15495, "completion_tokens": 1336, "cached_tokens": 128}}, "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:37910801", "type": "paper", "label": "pmid:37910801"}, {"id": "source:pmid:37910801", "type": "manuscript", "label": "PMID 37910801 full text"}, {"id": "data:geo:PXD039914", "type": "dataset", "label": "GEO PXD039914"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:37910801", "type": "paper", "label": "pmid:37910801"}, {"id": "source:pmid:37910801", "type": "manuscript", "label": "PMID 37910801 full text"}, {"id": "data:geo:PXD039914", "type": "dataset", "label": "GEO PXD039914"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-37910801", "type": "extraction", "used": ["source:pmid:37910801"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-PXD039914", "type": "accession_resolution", "used": ["data:geo:PXD039914"], "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:37910801", "parent_hash": "sha256:62b66d7970885b82c3876d7143d966275dad8803164f5df01dfa71fc72aef8ee", "fork_of": null, "generation": 2}, "gaps": ["asset:data:geo:PXD039914 licence not read", "asset:data:geo:PXD039914 not downloaded", "execution.not_run", "method.reader_named_unmapped", "review.human_critique", "review.independent_reader", "review.machine_critique"], "assays": [{"role": "data_generation", "definition_id": "western_blot", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.93, "evidence": ["rythrocyte membrane proteins were studied by western blot analyses and phosphoproteomics (data are ava"], "order_basis": "paper_text_order:753", "id": "assay:1"}]}