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

pmid:24312219

Dynamic impacts of the inhibition of the molecular chaperone Hsp90 on the T-cell proteome have implications for anti-cancer therapy.

Ivo Fierro-Monti · Pablo Echeverria · Julien Racle · Celine Hernandez · Didier Picard · Manfredo Quadroni

PloS one · 2013 doi:10.1371/journal.pone.0080425

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
id
pmid:24312219
kind
science-record
content_hash
sha256:8effca99a5c764f796c0bbfd74a48d573e5028c70b31192beef4cd5c35715f70
schema
https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json
created_at
2026-11-01T15:40:04Z
updated_at
2026-11-01T21:58:15Z
generator object · 2 fields
name
corpus-assay-engine
run_id
reading-sci-2026-11-01
paper object · 10 fields
state
complete
title
Dynamic impacts of the inhibition of the molecular chaperone Hsp90 on the T-cell proteome have implications for anti-cancer therapy.
doi
10.1371/journal.pone.0080425
pmid
24312219
authors array · 6 items
[0]
Ivo Fierro-Monti
[1]
Pablo Echeverria
[2]
Julien Racle
[3]
Celine Hernandez
[4]
Didier Picard
[5]
Manfredo Quadroni
journal
PloS one
year
2013
abstract
The molecular chaperone Hsp90-dependent proteome represents a complex protein network of critical biological and medical relevance. Known to associate with proteins with a broad variety of functions termed clients, Hsp90 maintains key essential and oncogenic signalling pathways. Consequently, Hsp90 inhibitors are being tested as anti-cancer drugs. Using an integrated systematic approach to analyse the effects of Hsp90 inhibition in T-cells, we quantified differential changes in the Hsp90-dependent proteome, Hsp90 interactome, and a selection of the transcriptome. Kinetic behaviours in the Hsp90-dependent proteome were assessed using a novel pulse-chase strategy (Fierro-Monti et al., accompanying article), detecting effects on both protein stability and synthesis. Global and specific dynamic impacts, including proteostatic responses, are due to direct inhibition of Hsp90 as well as indirect effects. As a result, a decrease was detected in most proteins that changed their levels, including known Hsp90 clients. Most likely, consequences of the role of Hsp90 in gene expression determined a global reduction in net de novo protein synthesis. This decrease appeared to be greater in magnitude than a concomitantly observed global increase in protein decay rates. Several novel putative Hsp90 clients were validated, and interestingly, protein families with critical functions, particularly the Hsp90 family and cofactors themselves as well as protein kinases, displayed strongly increased decay rates due to Hsp90 inhibitor treatment. Remarkably, an upsurge in survival pathways, involving molecular chaperones and several oncoproteins, and decreased levels of some tumour suppressors, have implications for anti-cancer therapy with Hsp90 inhibitors. The diversity of global effects may represent a paradigm of mechanisms that are operating to shield cells from proteotoxic stress, by promoting pro-survival and anti-proliferative functions. Data are available via ProteomeXchange with identifier PXD000537.
claims array · 3 items
[0] object · 6 fields
id
claim-method
statement
For each time point, log2 of quantified ratios were subjected to a two-tailed Welch t-test for one sample (null hypothesis H0: µ = 0) followed by correction for multiple testing (Benjamini-Hochberg). The mass spectrometry proteomics data have been deposited to the ProteomeXchange Consortium (http://proteomecentral.proteomexchange.org) via the PRIDE partner repository [26] with the dataset identifier PXD000537.
kind
methodological
target
null
evidence array · 2 items
[0] object · 3 fields
asset
source:pmid:24312219
locator
sections[7] "T-test and clustering" paragraph 2
quote
For each time point, log2 of quantified ratios were subjected to a two-tailed Welch t-test for one sample (null hypothesis H0: µ = 0) followed by correction for multiple testing (Benjamini-Hochberg).
[1] object · 3 fields
asset
source:pmid:24312219
locator
sections[4] "stSILAC experiments" paragraph 3
quote
The mass spectrometry proteomics data have been deposited to the ProteomeXchange Consortium (http://proteomecentral.proteomexchange.org) via the PRIDE partner repository [26] with the dataset identifier PXD000537.
state
complete
[1] object · 6 fields
id
claim-data-access
statement
Data are available via ProteomeXchange with identifier PXD000537.
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:24312219
locator
sections[0] "Abstract" paragraph 1
quote
Data are available via ProteomeXchange with identifier PXD000537.
state
complete
[2] object · 6 fields
id
claim-target-result
statement
Hsp90 inhibition broadly perturbs the T-cell proteome, with most changed proteins decreasing; the mass-spectrometry source data are available through ProteomeXchange under identifier PXD000537.
kind
qualitative
target
null
evidence array · 2 items
[0] object · 3 fields
asset
source:pmid:24312219
locator
sections[0] "Abstract" paragraph 1
quote
As a result, a decrease was detected in most proteins that changed their levels, including known Hsp90 clients.
[1] object · 3 fields
asset
source:pmid:24312219
locator
sections[0] "Abstract" paragraph 1
quote
Data are available via ProteomeXchange with identifier PXD000537.
state
complete
gaps array · 0 items
experiment object · 8 fields
state
complete
objective
Hsp90 inhibition broadly perturbs the T-cell proteome, with most changed proteins decreasing; the mass-spectrometry source data are available through ProteomeXchange under identifier PXD000537.
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:24312219
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:PXD000537
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:PXD000537
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 · 3 items
[0] object · 15 fields
id
source:pmid:24312219
role
manuscript
format
xml
media_type
application/xml
uri
https://doi.org/10.1371/journal.pone.0080425
sha256
sha256:8980d246615b02f531ae05e87fe4b2ed35d07c00496172c88645b5996e5b6e30
bytes
90945
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
10.1371/journal.pone.0080425
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
PMC3842317
source
europe_pmc_fulltext
coverage
whole_body
text_hash_scope
rendered_section_body
[1] object · 15 fields
id
data:geo:PXD000537
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=PXD000537
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
PXD000537
version
null
note
Data are available via ProteomeXchange with identifier PXD000537.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
Data are available via ProteomeXchange with identifier PXD000537.
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
Dynamic impacts of the inhibition of the molecular chaperone Hsp90 on the T-cell proteome have implications for anti-cancer therapy.
resolution_checked_at
2026-10-31T18:35:55Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[2] object · 16 fields
id
asset:table:pmid:24312219:1
role
table
format
jats-table
media_type
application/vnd.jats.table+json
uri
null
sha256
sha256:ee72baadc3abf5753c92dd98de67eaa8613eec7a0f294a6113400fd18ab85574
bytes
3346
access
open
state
verified
reader
read_table
reader_status
available
identifier
section[19]/table-wrap[1]#pone-0080425-t001
version
null
note
Selected GO terms associated with clusters with the largest number of proteins (stSILAC dataset).
structure object · 5 fields
pmcid
PMC3842317
section_index
19
section_title
Effects of Hsp90 inhibition based on GO terms enriched in the clusters and on additional experiments
row_count
25
column_count
9
table object · 8 fields
label
Table 1
caption
Selected GO terms associated with clusters with the largest number of proteins (stSILAC dataset).
rows array · 25 items
[0] array · 9 items
[0]
Cluster
[1]
Model
[2]
Class
[3]
GO term
[4]
Description
[5]
FDR q-value
[6]
Enrichment
[7]
#genes
[8]
Examples
[1] array · 9 items
[0]
2
[1]
[0,1,2]
[2]
GOBP
[3]
0006986
[4]
response to unfolded protein
[5]
5.21E-004
[6]
7.59
[7]
11
[8]
Hsp70, Grp94, Hsp40 (DNAJB1)
[2] array · 9 items
[0]
2
[1]
[0,1,2]
[2]
GOBP
[3]
0006457
[4]
protein folding
[5]
1.97E-003
[6]
4.62
[7]
14
[8]
PDIA's, BAG2, Hsp70, Grp94, Hsp40 (DNAJB1)
[3] array · 9 items
[0]
2
[1]
[0,1,2]
[2]
GOCC
[3]
0005788
[4]
endoplasmic reticulum lumen
[5]
6.76E-008
[6]
11.64
[7]
12
[8]
PDIA's, PPI's, CANX, CALU, SERPINH1
[4] array · 9 items
[0]
2
[1]
[0,1,2]
[2]
GOCC
[3]
0031982
[4]
vesicle
[5]
3.24E-005
[6]
3.69
[7]
20
[8]
GABARAPL2, MAP1LC3B, PDI's, CANX, SEC's
[5] array · 9 items
[0]
6
[1]
[0,0,1]
[2]
GOBP
[3]
0006457
[4]
protein folding
[5]
4.48E-004
[6]
3.09
[7]
22
[8]
CCT chaperonins, Hsp90 & cofactors, HSPD1
[6] array · 9 items
[0]
6
[1]
[0,0,1]
[2]
GOBP
[3]
0051493
[4]
regulation of cytoskeleton organization
[5]
4.70E-004
[6]
3.6
[7]
18
[8]
Arp2/3 subunits, AURKA, RAC1
[7] array · 9 items
[0]
6
[1]
[0,0,1]
[2]
GOBP
[3]
0016192
[4]
vesicle-mediated transport
[5]
1.43E-003
[6]
2.33
[7]
31
[8]
RAB's, Sec proteins, vacuolar proteins, coatomer
[8] array · 9 items
[0]
6
[1]
[0,0,1]
[2]
GOBP
[3]
0019882
[4]
antigen processing and presentation
[5]
4.78E-003
[6]
2.9
[7]
18
[8]
Proteasome subunits
[9] array · 9 items
[0]
6
[1]
[0,0,1]
[2]
GOBP
[3]
0007264
[4]
small GTPase mediated signal transduction
[5]
6.00E-003
[6]
2.83
[7]
18
[8]
RAB's, RAC1, NRAS
[10] array · 9 items
[0]
6
[1]
[0,0,1]
[2]
GOBP
[3]
0006986
[4]
response to unfolded protein
[5]
3.74E-002
[6]
3.23
[7]
11
[8]
Hsp70, Hsp90 families,
[11] array · 9 items
[0]
6
[1]
[0,0,1]
[2]
GOBP
[3]
0043069
[4]
negative regulation of programmed cell death
[5]
4.25E-002
[6]
2.11
[7]
22
[8]
Hsp60, Hsp90, Proteasome, PRDX's, NRAS, USP47
[12] array · 9 items
[0]
6
[1]
[0,0,1]
[2]
GOMF
[3]
0008092
[4]
cytoskeletal protein binding
[5]
3.19E-003
[6]
2.64
[7]
25
[8]
CAPG, CAPZ, ARL3, Arp2/3 proteins, spindle-associated proteins
[13] array · 9 items
[0]
6
[1]
[0,0,1]
[2]
GOCC
[3]
0000139
[4]
Golgi membrane
[5]
1.68E-005
[6]
3.6
[7]
21
[8]
ARL3,Sec proteins, GOLGB1, coatomer, RAB's
[14] array · 9 items
[0]
6
[1]
[0,0,1]
[2]
GOCC
[3]
0005839
[4]
proteasome core complex
[5]
3.67E-003
[6]
5.78
[7]
7
[8]
Proteasome
[15] array · 9 items
[0]
7
[1]
[0,0, –1]
[2]
GOBP
[3]
0016072
[4]
rRNA metabolic process
[5]
7.69E-004
[6]
3.87
[7]
17
[8]
BOP1, processome, ribosomal proteins, DDX56
[16] array · 9 items
[0]
7
[1]
[0,0, –1]
[2]
GOBP
[3]
0006364
[4]
rRNA processing
[5]
1.64E-003
[6]
3.74
[7]
16
[8]
BOP1, DDX56, processome, RRP1
[17] array · 9 items
[0]
7
[1]
[0,0, –1]
[2]
GOBP
[3]
0000723
[4]
telomere maintenance
[5]
2.68E-003
[6]
6.31
[7]
9
[8]
RFC5, XRCC5, POLD1,POLD2, POLA1, PRIM1
[18] array · 9 items
[0]
7
[1]
[0,0, –1]
[2]
GOBP
[3]
0006271
[4]
DNA strand elongation involved in DNA replication
[5]
4.68E-002
[6]
5.58
[7]
7
[8]
RFC5, XRCC5,POLD1,POLD2, POLA1, MCM4
[19] array · 9 items
[0]
7
[1]
[0,0, –1]
[2]
GOCC
[3]
0005730
[4]
nucleolus
[5]
1.52E-009
[6]
3.08
[7]
43
[8]
RNA Helicases, processome subunits
[20] array · 9 items
[0]
7
[1]
[0,0, –1]
[2]
GOCC
[3]
0030684
[4]
preribosome
[5]
4.86E-002
[6]
7.3
[7]
5
[8]
Small subunit processome
[21] array · 9 items
[0]
11
[1]
[0, –1, –2]
[2]
GOBP
[3]
0006998
[4]
nuclear envelope organization
[5]
2.56E-002
[6]
6.57
[7]
8
[8]
Nucleoporins, CDK1
[22] array · 9 items
[0]
11
[1]
[0, –1, –2]
[2]
GOMF
[3]
0004672
[4]
protein kinase activity
[5]
1.29E-002
[6]
3.86
[7]
11
[8]
CDK1, PRKDC,ILK, LCK, CHEK1
[23] array · 9 items
[0]
11
[1]
[0, –1, –2]
[2]
GOMF
[3]
0004674
[4]
protein serine/threonine kinase activity
[5]
1.30E-002
[6]
4.24
[7]
10
[8]
MAP4K4 ; PRKDC ; CDK11B ; ILK ; CDK1 ; TAOK3 ; MAP2K4 ; CHEK1 ; NEK9 ; ADRBK1
[24] array · 9 items
[0]
11
[1]
[0, –1, –2]
[2]
GOMF
[3]
0005524
[4]
ATP binding
[5]
2.06E-002
[6]
2.16
[7]
31
[8]
Helicases, Kinases
locator
section[19]/table-wrap[1]#pone-0080425-t001
gaps array · 2 items
[0]
asset:data:geo:PXD000537 not downloaded
[1]
asset:data:geo:PXD000537 licence not read
analysis object · 4 fields
state
complete
methods array · 3 items
[0] object · 10 fields
id
method-1
family
group_comparison
specific
welch_t_test
label
Group comparison
dsl_operations array · 1 item
[0]
welch_t
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[0]
two_or_more_groups_continuous
evidence object · 3 fields
score
1
band
reordered
quote
For each time point, log2 of quantified ratios were subjected to a two-tailed Welch t-test for one sample (null hypothesis H0: µ = 0) followed by correction for multiple testing (Benjamini-Hochberg). The mass spectrometry proteomics data have been deposited to the ProteomeXchange Consortium (http://proteomecentral.proteomexchange.org) via the PRIDE partner repository [26] with the dataset identifier PXD000537.
[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
network_analysis
specific
ppi_network
label
Network / pathway analysis
dsl_operations array · 3 items
[0]
build_graph
[1]
centrality_scores
[2]
pathway_enrich
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[0]
edge_list
evidence object · 3 fields
score
0.8
band
high
quote
PPI
targets array · 0 items
gaps array · 0 items
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
complete
tier
R1
blocked_on
nothing:replicable_now
axes object · 3 fields
method object · 5 fields
tier
R1
expressible
true
required_operations array · 1 item
[0]
welch_t
missing_operations array · 0 items
basis
The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: welch_t_test.
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]
PXD000537
resolved_accessions array · 1 item
[0]
PXD000537
statements array · 1 item
[0]
Data are available via ProteomeXchange with identifier PXD000537.
basis
The paper names PXD000537 in ProteomeXchange Consortium via the PRIDE partner repository and the accession resolves in the repository. No dataset was downloaded and no licence was read.
can_run object · 3 fields
dsl_operations array · 1 item
[0]
welch_t
assets array · 3 items
[0]
source:pmid:24312219
[1]
data:geo:PXD000537
[2]
asset:table:pmid:24312219:1
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:PXD000537
gaps array · 0 items
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
2026-10-31T18:21:54Z
independence
same_provider
evidence_check object · 2 fields
method
reordered
availability
verbatim
calls
8
usage object · 3 fields
prompt_tokens
182593
completion_tokens
3260
cached_tokens
136972
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:24312219
type
paper
label
pmid:24312219
[1] object · 3 fields
id
source:pmid:24312219
type
manuscript
label
PMID 24312219 full text
[2] object · 3 fields
id
data:geo:PXD000537
type
dataset
label
GEO PXD000537
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:24312219
type
paper
label
pmid:24312219
[1] object · 3 fields
id
source:pmid:24312219
type
manuscript
label
PMID 24312219 full text
[2] object · 3 fields
id
data:geo:PXD000537
type
dataset
label
GEO PXD000537
agent
agent:corpus-assay-engine
[1] object · 4 fields
id
activity-read-24312219
type
extraction
used array · 1 item
[0]
source:pmid:24312219
agent
agent:minimax-reader
[2] object · 4 fields
id
activity-resolve-PXD000537
type
accession_resolution
used array · 1 item
[0]
data:geo:PXD000537
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:24312219
parent_hash
sha256:88209cd6830a3e536d75e76b1ca4ecd279ce786cac19ffa62b9918d9cd782ce1
fork_of
null
gaps array · 6 items
[0]
asset:data:geo:PXD000537 licence not read
[1]
asset:data:geo:PXD000537 not downloaded
[2]
execution.not_run
[3]
review.human_critique
[4]
review.independent_reader
[5]
review.machine_critique
assays array · 5 items
[0] object · 11 fields
role
data_generation
definition_id
flow_cytometry
definition_version
99e1195c7d6f
required_operations array · 0 items
support_state
partial
source_hashes object · 1 field
assay_lexicon
99e1195c7d6f
confidence
0.99
evidence array · 2 items
[0]
a cell cycle arrest, which was detected by a flow cytometry analysis as an enrichment of cells blocked e
[1]
24h with 1 µM geldanamycin (GA) assessed by flow cytometry and western blot analysis. A) Staining of li
order_basis
paper_text_order:3306
id
assay:1
[1] object · 11 fields
role
data_generation
definition_id
apoptosis_assay
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]
lls in S phase. We assessed the induction of apoptosis by immunoblotting, detecting cleavage of the
[1]
(PARP1), but observed no strong induction of apoptosis under the assay conditions (Fig. S1C). The d
[2]
ntary Materials Figure S1 Cell viability and apoptosis of Jurkat cells treated for 24h with 1 µM ge
[3]
by immunoblotting, detecting cleavage of the caspase substrate poly (ADP-ribose) polymerase (PARP
order_basis
paper_text_order:3494
id
assay:2
[2] 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
0.99
evidence array · 3 items
[0]
anamycin (GA) assessed by flow cytometry and western blot analysis. A) Staining of live cells with 7-a
[1]
ic cells was visible (n = 2). C) Anti-PARP-1 western blot analysis. PARP-1 (110 kDa) is cleaved by Cas
[2]
e. We assessed the induction of apoptosis by immunoblotting, detecting cleavage of the caspase substrate
order_basis
paper_text_order:3507
id
assay:3
[3] 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 · 2 items
[0]
axis) was compared with the one obtained for HeLa cells (1), with the one obtained for erythro
[1]
e one obtained for erythroleukemia cell line K562, for the breast cancer line MD-MBA231, and f
order_basis
paper_text_order:13755
id
assay:4
[4] object · 11 fields
role
analysis
definition_id
group_comparison
definition_version
f2132e96ae6c7a4e
required_operations array · 1 item
[0]
welch_t
support_state
supported
source_hashes object · 1 field
dsl_catalogue
f2132e96ae6c7a4e
evidence array · 1 item
[0]
For each time point, log2 of quantified ratios were subjected to a two-tailed Welch t-test for one sample (null hypothesis H0: µ = 0) followed by correction for multiple testing (Benjamini-Hochberg). The mass spectrometry proteomics data have been deposited to the ProteomeXchange Consortium (http://proteomecentral.proteomexchange.org) via the PRIDE partner repository [26] with the dataset identifier PXD000537.
order_basis
consumes_earlier_output
id
assay:5
Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:24312219", "kind": "science-record", "revision": 7, "content_hash": "sha256:8effca99a5c764f796c0bbfd74a48d573e5028c70b31192beef4cd5c35715f70", "created_at": "2026-11-01T15:40:04Z", "updated_at": "2026-11-01T21:58:15Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Dynamic impacts of the inhibition of the molecular chaperone Hsp90 on the T-cell proteome have implications for anti-cancer therapy.", "doi": "10.1371/journal.pone.0080425", "pmid": "24312219", "authors": ["Ivo Fierro-Monti", "Pablo Echeverria", "Julien Racle", "Celine Hernandez", "Didier Picard", "Manfredo Quadroni"], "journal": "PloS one", "year": 2013, "abstract": "The molecular chaperone Hsp90-dependent proteome represents a complex protein network of critical biological and medical relevance. Known to associate with proteins with a broad variety of functions termed clients, Hsp90 maintains key essential and oncogenic signalling pathways. Consequently, Hsp90 inhibitors are being tested as anti-cancer drugs. Using an integrated systematic approach to analyse the effects of Hsp90 inhibition in T-cells, we quantified differential changes in the Hsp90-dependent proteome, Hsp90 interactome, and a selection of the transcriptome. Kinetic behaviours in the Hsp90-dependent proteome were assessed using a novel pulse-chase strategy (Fierro-Monti et al., accompanying article), detecting effects on both protein stability and synthesis. Global and specific dynamic impacts, including proteostatic responses, are due to direct inhibition of Hsp90 as well as indirect effects. As a result, a decrease was detected in most proteins that changed their levels, including known Hsp90 clients. Most likely, consequences of the role of Hsp90 in gene expression determined a global reduction in net de novo protein synthesis. This decrease appeared to be greater in magnitude than a concomitantly observed global increase in protein decay rates. Several novel putative Hsp90 clients were validated, and interestingly, protein families with critical functions, particularly the Hsp90 family and cofactors themselves as well as protein kinases, displayed strongly increased decay rates due to Hsp90 inhibitor treatment. Remarkably, an upsurge in survival pathways, involving molecular chaperones and several oncoproteins, and decreased levels of some tumour suppressors, have implications for anti-cancer therapy with Hsp90 inhibitors. The diversity of global effects may represent a paradigm of mechanisms that are operating to shield cells from proteotoxic stress, by promoting pro-survival and anti-proliferative functions. Data are available via ProteomeXchange with identifier PXD000537.", "claims": [{"id": "claim-method", "statement": "For each time point, log2 of quantified ratios were subjected to a two-tailed Welch t-test for one sample (null hypothesis H0: µ = 0) followed by correction for multiple testing (Benjamini-Hochberg). The mass spectrometry proteomics data have been deposited to the ProteomeXchange Consortium (http://proteomecentral.proteomexchange.org) via the PRIDE partner repository [26] with the dataset identifier PXD000537.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:24312219", "locator": "sections[7] \"T-test and clustering\" paragraph 2", "quote": "For each time point, log2 of quantified ratios were subjected to a two-tailed Welch t-test for one sample (null hypothesis H0: µ = 0) followed by correction for multiple testing (Benjamini-Hochberg)."}, {"asset": "source:pmid:24312219", "locator": "sections[4] \"stSILAC experiments\" paragraph 3", "quote": "The mass spectrometry proteomics data have been deposited to the ProteomeXchange Consortium (http://proteomecentral.proteomexchange.org) via the PRIDE partner repository [26] with the dataset identifier PXD000537."}], "state": "complete"}, {"id": "claim-data-access", "statement": "Data are available via ProteomeXchange with identifier PXD000537.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:24312219", "locator": "sections[0] \"Abstract\" paragraph 1", "quote": "Data are available via ProteomeXchange with identifier PXD000537."}], "state": "complete"}, {"id": "claim-target-result", "statement": "Hsp90 inhibition broadly perturbs the T-cell proteome, with most changed proteins decreasing; the mass-spectrometry source data are available through ProteomeXchange under identifier PXD000537.", "kind": "qualitative", "target": null, "evidence": [{"asset": "source:pmid:24312219", "locator": "sections[0] \"Abstract\" paragraph 1", "quote": "As a result, a decrease was detected in most proteins that changed their levels, including known Hsp90 clients."}, {"asset": "source:pmid:24312219", "locator": "sections[0] \"Abstract\" paragraph 1", "quote": "Data are available via ProteomeXchange with identifier PXD000537."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": "Hsp90 inhibition broadly perturbs the T-cell proteome, with most changed proteins decreasing; the mass-spectrometry source data are available through ProteomeXchange under identifier PXD000537.", "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:24312219"], "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:PXD000537"], "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:PXD000537"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:24312219", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1371/journal.pone.0080425", "sha256": "sha256:8980d246615b02f531ae05e87fe4b2ed35d07c00496172c88645b5996e5b6e30", "bytes": 90945, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.1371/journal.pone.0080425", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC3842317", "source": "europe_pmc_fulltext", "coverage": "whole_body", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:PXD000537", "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=PXD000537", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "PXD000537", "version": null, "note": "Data are available via ProteomeXchange with identifier PXD000537.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "Data are available via ProteomeXchange with identifier PXD000537.", "access_statement_kind": "data_availability_statement", "sample_accessions": [], "sample_count": null, "group_sizes": null, "group_sizes_basis": null, "platform": null, "taxon": null, "title": "Dynamic impacts of the inhibition of the molecular chaperone Hsp90 on the T-cell proteome have implications for anti-cancer therapy.", "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:24312219:1", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:ee72baadc3abf5753c92dd98de67eaa8613eec7a0f294a6113400fd18ab85574", "bytes": 3346, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[19]/table-wrap[1]#pone-0080425-t001", "version": null, "note": "Selected GO terms associated with clusters with the largest number of proteins (stSILAC dataset).", "structure": {"pmcid": "PMC3842317", "section_index": 19, "section_title": "Effects of Hsp90 inhibition based on GO terms enriched in the clusters and on additional experiments", "row_count": 25, "column_count": 9}, "table": {"label": "Table 1", "caption": "Selected GO terms associated with clusters with the largest number of proteins (stSILAC dataset).", "rows": [["Cluster", "Model", "Class", "GO term", "Description", "FDR q-value", "Enrichment", "#genes", "Examples"], ["2", "[0,1,2]", "GOBP", "0006986", "response to unfolded protein", "5.21E-004", "7.59", "11", "Hsp70, Grp94, Hsp40 (DNAJB1)"], ["2", "[0,1,2]", "GOBP", "0006457", "protein folding", "1.97E-003", "4.62", "14", "PDIA's, BAG2, Hsp70, Grp94, Hsp40 (DNAJB1)"], ["2", "[0,1,2]", "GOCC", "0005788", "endoplasmic reticulum lumen", "6.76E-008", "11.64", "12", "PDIA's, PPI's, CANX, CALU, SERPINH1"], ["2", "[0,1,2]", "GOCC", "0031982", "vesicle", "3.24E-005", "3.69", "20", "GABARAPL2, MAP1LC3B, PDI's, CANX, SEC's"], ["6", "[0,0,1]", "GOBP", "0006457", "protein folding", "4.48E-004", "3.09", "22", "CCT chaperonins, Hsp90 & cofactors, HSPD1"], ["6", "[0,0,1]", "GOBP", "0051493", "regulation of cytoskeleton organization", "4.70E-004", "3.6", "18", "Arp2/3 subunits, AURKA, RAC1"], ["6", "[0,0,1]", "GOBP", "0016192", "vesicle-mediated transport", "1.43E-003", "2.33", "31", "RAB's, Sec proteins, vacuolar proteins, coatomer"], ["6", "[0,0,1]", "GOBP", "0019882", "antigen processing and presentation", "4.78E-003", "2.9", "18", "Proteasome subunits"], ["6", "[0,0,1]", "GOBP", "0007264", "small GTPase mediated signal transduction", "6.00E-003", "2.83", "18", "RAB's, RAC1, NRAS"], ["6", "[0,0,1]", "GOBP", "0006986", "response to unfolded protein", "3.74E-002", "3.23", "11", "Hsp70, Hsp90 families,"], ["6", "[0,0,1]", "GOBP", "0043069", "negative regulation of programmed cell death", "4.25E-002", "2.11", "22", "Hsp60, Hsp90, Proteasome, PRDX's, NRAS, USP47"], ["6", "[0,0,1]", "GOMF", "0008092", "cytoskeletal protein binding", "3.19E-003", "2.64", "25", "CAPG, CAPZ, ARL3, Arp2/3 proteins, spindle-associated proteins"], ["6", "[0,0,1]", "GOCC", "0000139", "Golgi membrane", "1.68E-005", "3.6", "21", "ARL3,Sec proteins, GOLGB1, coatomer, RAB's"], ["6", "[0,0,1]", "GOCC", "0005839", "proteasome core complex", "3.67E-003", "5.78", "7", "Proteasome"], ["7", "[0,0, –1]", "GOBP", "0016072", "rRNA metabolic process", "7.69E-004", "3.87", "17", "BOP1, processome, ribosomal proteins, DDX56"], ["7", "[0,0, –1]", "GOBP", "0006364", "rRNA processing", "1.64E-003", "3.74", "16", "BOP1, DDX56, processome, RRP1"], ["7", "[0,0, –1]", "GOBP", "0000723", "telomere maintenance", "2.68E-003", "6.31", "9", "RFC5, XRCC5, POLD1,POLD2, POLA1, PRIM1"], ["7", "[0,0, –1]", "GOBP", "0006271", "DNA strand elongation involved in DNA replication", "4.68E-002", "5.58", "7", "RFC5, XRCC5,POLD1,POLD2, POLA1, MCM4"], ["7", "[0,0, –1]", "GOCC", "0005730", "nucleolus", "1.52E-009", "3.08", "43", "RNA Helicases, processome subunits"], ["7", "[0,0, –1]", "GOCC", "0030684", "preribosome", "4.86E-002", "7.3", "5", "Small subunit processome"], ["11", "[0, –1, –2]", "GOBP", "0006998", "nuclear envelope organization", "2.56E-002", "6.57", "8", "Nucleoporins, CDK1"], ["11", "[0, –1, –2]", "GOMF", "0004672", "protein kinase activity", "1.29E-002", "3.86", "11", "CDK1, PRKDC,ILK, LCK, CHEK1"], ["11", "[0, –1, –2]", "GOMF", "0004674", "protein serine/threonine kinase activity", "1.30E-002", "4.24", "10", "MAP4K4 ; PRKDC ; CDK11B ; ILK ; CDK1 ; TAOK3 ; MAP2K4 ; CHEK1 ; NEK9 ; ADRBK1"], ["11", "[0, –1, –2]", "GOMF", "0005524", "ATP binding", "2.06E-002", "2.16", "31", "Helicases, Kinases"]], "row_count": 25, "column_count": 9, "numeric_cells": 154, "header_rows": 1, "locator": "section[19]/table-wrap[1]#pone-0080425-t001"}}], "gaps": ["asset:data:geo:PXD000537 not downloaded", "asset:data:geo:PXD000537 licence not read"]}, "analysis": {"state": "complete", "methods": [{"id": "method-1", "family": "group_comparison", "specific": "welch_t_test", "label": "Group comparison", "dsl_operations": ["welch_t"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["two_or_more_groups_continuous"], "evidence": {"score": 1.0, "band": "reordered", "quote": "For each time point, log2 of quantified ratios were subjected to a two-tailed Welch t-test for one sample (null hypothesis H0: µ = 0) followed by correction for multiple testing (Benjamini-Hochberg). The mass spectrometry proteomics data have been deposited to the ProteomeXchange Consortium (http://proteomecentral.proteomexchange.org) via the PRIDE partner repository [26] with the dataset identifier PXD000537."}}, {"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": "network_analysis", "specific": "ppi_network", "label": "Network / pathway analysis", "dsl_operations": ["build_graph", "centrality_scores", "pathway_enrich"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["edge_list"], "evidence": {"score": 0.8, "band": "high", "quote": "PPI"}}], "targets": [], "gaps": []}, "capability": {"state": "complete", "requirements": [{"capability_id": "capability:computational_analysis", "label": "Computational analysis platform", "assay_families": ["meta_analysis", "machine_learning", "survival_analysis", "statistical_regression", "pca", "molecular_docking", "network_analysis", "differential_expression", "gwas"], "availability_state": "owned", "tier_unlocked": "R1", "candidate": "Automated Assays Laravel application and simulated adapters"}], "gaps": []}, "readiness": {"state": "complete", "tier": "R1", "blocking_axis": "none", "blocked_on": "nothing:replicable_now", "axes": {"method": {"tier": "R1", "expressible": true, "required_operations": ["welch_t"], "missing_operations": [], "basis": "The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: welch_t_test."}, "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": ["PXD000537"], "resolved_accessions": ["PXD000537"], "statements": ["Data are available via ProteomeXchange with identifier PXD000537."], "basis": "The paper names PXD000537 in ProteomeXchange Consortium via the PRIDE partner repository and the accession resolves in the repository. No dataset was downloaded and no licence was read."}}, "can_run": {"dsl_operations": ["welch_t"], "assets": ["source:pmid:24312219", "data:geo:PXD000537", "asset:table:pmid:24312219:1"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:PXD000537"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-10-31T18:21:54Z", "independence": "same_provider"}, "evidence_check": {"method": "reordered", "availability": "verbatim"}, "calls": 8, "usage": {"prompt_tokens": 182593, "completion_tokens": 3260, "cached_tokens": 136972}}, "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:24312219", "type": "paper", "label": "pmid:24312219"}, {"id": "source:pmid:24312219", "type": "manuscript", "label": "PMID 24312219 full text"}, {"id": "data:geo:PXD000537", "type": "dataset", "label": "GEO PXD000537"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:24312219", "type": "paper", "label": "pmid:24312219"}, {"id": "source:pmid:24312219", "type": "manuscript", "label": "PMID 24312219 full text"}, {"id": "data:geo:PXD000537", "type": "dataset", "label": "GEO PXD000537"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-24312219", "type": "extraction", "used": ["source:pmid:24312219"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-PXD000537", "type": "accession_resolution", "used": ["data:geo:PXD000537"], "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:24312219", "parent_hash": "sha256:88209cd6830a3e536d75e76b1ca4ecd279ce786cac19ffa62b9918d9cd782ce1", "fork_of": null, "generation": 6}, "gaps": ["asset:data:geo:PXD000537 licence not read", "asset:data:geo:PXD000537 not downloaded", "execution.not_run", "review.human_critique", "review.independent_reader", "review.machine_critique"], "assays": [{"role": "data_generation", "definition_id": "flow_cytometry", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.99, "evidence": ["a cell cycle arrest, which was detected by a flow cytometry analysis as an enrichment of cells blocked e", "24h with 1 µM geldanamycin (GA) assessed by flow cytometry and western blot analysis. A) Staining of li"], "order_basis": "paper_text_order:3306", "id": "assay:1"}, {"role": "data_generation", "definition_id": "apoptosis_assay", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.99, "evidence": ["lls in S phase. We assessed the induction of apoptosis by immunoblotting, detecting cleavage of the", "(PARP1), but observed no strong induction of apoptosis under the assay conditions (Fig. S1C). The d", "ntary Materials Figure S1 Cell viability and apoptosis of Jurkat cells treated for 24h with 1 µM ge", "by immunoblotting, detecting cleavage of the caspase substrate poly (ADP-ribose) polymerase (PARP"], "order_basis": "paper_text_order:3494", "id": "assay:2"}, {"role": "data_generation", "definition_id": "western_blot", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.99, "evidence": ["anamycin (GA) assessed by flow cytometry and western blot analysis. A) Staining of live cells with 7-a", "ic cells was visible (n = 2). C) Anti-PARP-1 western blot analysis. PARP-1 (110 kDa) is cleaved by Cas", "e. We assessed the induction of apoptosis by immunoblotting, detecting cleavage of the caspase substrate"], "order_basis": "paper_text_order:3507", "id": "assay:3"}, {"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": ["axis) was compared with the one obtained for HeLa cells (1), with the one obtained for erythro", "e one obtained for erythroleukemia cell line K562, for the breast cancer line MD-MBA231, and f"], "order_basis": "paper_text_order:13755", "id": "assay:4"}, {"role": "analysis", "definition_id": "group_comparison", "definition_version": "f2132e96ae6c7a4e", "definition_digest": null, "required_operations": ["welch_t"], "support_state": "supported", "source_hashes": {"dsl_catalogue": "f2132e96ae6c7a4e"}, "confidence": 1.0, "evidence": ["For each time point, log2 of quantified ratios were subjected to a two-tailed Welch t-test for one sample (null hypothesis H0: µ = 0) followed by correction for multiple testing (Benjamini-Hochberg). The mass spectrometry proteomics data have been deposited to the ProteomeXchange Consortium (http://proteomecentral.proteomexchange.org) via the PRIDE partner repository [26] with the dataset identifier PXD000537."], "order_basis": "consumes_earlier_output", "id": "assay:5"}]}