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

pmid:21998702

New insight into the molecular mechanisms of the biological effects of DNA minor groove binders.

Xinbo Zhang · Siyu Crystal Zhang · Dejun Sun · Jiang Hu · Anil Wali · Harvey Pass · Felix Fernandez-Madrid · Michael R Harbut · Naimei Tang

PloS one · 2011 doi:10.1371/journal.pone.0025822

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:21998702
kind
science-record
content_hash
sha256:266abf8683fc5ee1a35b62514a4531dd8fcd3de6d219ce3086cb3f54ad36d786
schema
https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json
created_at
2026-11-01T15:40:02Z
updated_at
2026-11-01T21:58:08Z
generator object · 2 fields
name
corpus-assay-engine
run_id
reading-sci-2026-11-01
paper object · 10 fields
state
complete
title
New insight into the molecular mechanisms of the biological effects of DNA minor groove binders.
doi
10.1371/journal.pone.0025822
pmid
21998702
authors array · 9 items
[0]
Xinbo Zhang
[1]
Siyu Crystal Zhang
[2]
Dejun Sun
[3]
Jiang Hu
[4]
Anil Wali
[5]
Harvey Pass
[6]
Felix Fernandez-Madrid
[7]
Michael R Harbut
[8]
Naimei Tang
journal
PloS one
year
2011
abstract
BACKGROUND: Bisbenzimides, or Hoechst 33258 (H258), and its derivative Hoechst 33342 (H342) are archetypal molecules for designing minor groove binders, and widely used as tools for staining DNA and analyzing side population cells. They are supravital DNA minor groove binders with AT selectivity. H342 and H258 share similar biological effects based on the similarity of their chemical structures, but also have their unique biological effects. For example, H342, but not H258, is a potent apoptotic inducer and both H342 and H258 can induce transgene overexpression in in vitro studies. However, the molecular mechanisms by which Hoechst dyes induce apoptosis and enhance transgene overexpression are unclear. METHODOLOGY/PRINCIPAL FINDINGS: To determine the molecular mechanisms underlying different biological effects between H342 and H258, microarray technique coupled with bioinformatics analyses and multiple other techniques has been utilized to detect differential global gene expression profiles, Hoechst dye-specific gene expression signatures, and changes in cell morphology and levels of apoptosis-associated proteins in malignant mesothelioma cells. H342-induced apoptosis occurs in a dose-dependent fashion and is associated with morphological changes, caspase-3 activation, cytochrome c mitochondrial translocation, and cleavage of apoptosis-associated proteins. The antagonistic effect of H258 on H342-induced apoptosis indicates a pharmacokinetic basis for the two dyes' different biological effects. Differential global gene expression profiles induced by H258 and H342 are accompanied by unique gene expression signatures determined by DNA microarray and bioinformatics software, indicating a genetic basis for their different biological effects. CONCLUSIONS/SIGNIFICANCE: A unique gene expression signature associated with H342-induced apoptosis provides a new avenue to predict and classify the therapeutic class of minor groove binders in the drug development process. Further analysis of H258-upregulated genes of transcription regulation may identify the genes that enhance transgene overexpression in gene therapy and promote recombinant protein products in biopharmaceutical companies. DATA DEPOSITION: The microarray data reported in this article have been deposited in the Gene Expression Omnibus (GEO) database, www.ncbi.nlm.nih.gov/geo (accession no.GSE28616).
claims array · 3 items
[0] object · 6 fields
id
claim-method
statement
Combination index (CI) method adapted for in vitro drug testing was used to determine the nature of interaction between the two agents as described previously [57]. CI was generated from MTT data by CalcuSyn software (Biosoft).
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:21998702
locator
sections[12] "Analysis of interaction between H342 and H258" paragraph 2
quote
Combination index (CI) method adapted for in vitro drug testing was used to determine the nature of interaction between the two agents as described previously [57]. CI was generated from MTT data by CalcuSyn software (Biosoft).
state
complete
[1] object · 6 fields
id
claim-data-access
statement
The microarray data reported in this article have been deposited in the Gene Expression Omnibus (GEO) database, www.ncbi.nlm.nih.gov/geo (accession no.GSE28616).
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:21998702
locator
sections[0] "Abstract" paragraph 4
quote
The microarray data reported in this article have been deposited in the Gene Expression Omnibus (GEO) database, www.ncbi.nlm.nih.gov/geo (accession no.GSE28616).
state
complete
[2] object · 6 fields
id
claim-target-result
statement
The paper used Student's t-test, with P-values <0.05 considered significant, and deposited the microarray data in the Gene Expression Omnibus database under accession no. GSE28616.
kind
qualitative
target
null
evidence array · 3 items
[0] object · 3 fields
asset
source:pmid:21998702
locator
sections[0] "Abstract" paragraph 2
quote
H342-induced apoptosis occurs in a dose-dependent fashion and is associated with morphological changes, caspase-3 activation, cytochrome c mitochondrial translocation, and cleavage of apoptosis-associated proteins.
[1] object · 3 fields
asset
source:pmid:21998702
locator
sections[0] "Abstract" paragraph 4
quote
The microarray data reported in this article have been deposited in the Gene Expression Omnibus (GEO) database, www.ncbi.nlm.nih.gov/geo (accession no.GSE28616).
[2] object · 3 fields
asset
source:pmid:21998702
locator
sections[21] "Statistical analysis" paragraph 2
quote
Statistical differences between treatment groups were measured using a Student's t-test. P-values <0.05 were considered significant.
state
complete
gaps array · 0 items
experiment object · 8 fields
state
partial
objective
The paper used Student's t-test, with P-values <0.05 considered significant, and deposited the microarray data in the Gene Expression Omnibus database under accession no. GSE28616.
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:21998702
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:GSE28616
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:student_t
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:GSE28616
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 · 1 item
[0]
step:run_analysis blocked on method:student_t
data object · 3 fields
state
partial
assets array · 4 items
[0] object · 15 fields
id
source:pmid:21998702
role
manuscript
format
xml
media_type
application/xml
uri
https://doi.org/10.1371/journal.pone.0025822
sha256
sha256:03b29d7e8b8fdca9c3c9e37d9dc3d84f294201ea665f23e663ba14f1f78b6925
bytes
54180
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
10.1371/journal.pone.0025822
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
PMC3187808
source
europe_pmc_fulltext
coverage
whole_body
text_hash_scope
rendered_section_body
[1] object · 15 fields
id
data:geo:GSE28616
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=GSE28616
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE28616
version
null
note
The microarray data reported in this article have been deposited in the Gene Expression Omnibus (GEO) database, www.ncbi.nlm.nih.gov/geo (accession no.GSE28616).
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The microarray data reported in this article have been deposited in the Gene Expression Omnibus (GEO) database, www.ncbi.nlm.nih.gov/geo (accession no.GSE28616).
access_statement_kind
data_availability_statement
sample_accessions array · 3 items
[0]
GSM708657
[1]
GSM708658
[2]
GSM708659
sample_count
3
group_sizes
null
group_sizes_basis
null
platform
6947
taxon
Homo sapiens
title
Differential gene expression profiles induced by Hoechst dyes
resolution_checked_at
2026-11-01T15:39:54Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[2] object · 16 fields
id
asset:table:pmid:21998702:1
role
table
format
jats-table
media_type
application/vnd.jats.table+json
uri
null
sha256
sha256:3999ea1db74e92d8b5adcbc9f2a49056b9bfa839635f395e8ea906b76a3a85c2
bytes
511
access
open
state
verified
reader
read_table
reader_status
available
identifier
section[4]/table-wrap[1]#pone-0025822-t001
version
null
note
Combination indices for H342 and H258 treatment for 24 h, as computed by CalcuSyn for H2373 cells.
structure object · 5 fields
pmcid
PMC3187808
section_index
4
section_title
Antagonistic effect of Hoechst 33258 on Hoechst 33342-induced apoptosis
row_count
5
column_count
6
table object · 8 fields
label
Table 1
caption
Combination indices for H342 and H258 treatment for 24 h, as computed by CalcuSyn for H2373 cells.
rows array · 5 items
[0] array · 6 items
[0]
H342 (µM)
[1]
Fa
[2]
H258 (µM)
[3]
Fa
[4]
H342+H258 (Fa)
[5]
CI
[1] array · 6 items
[0]
4.5
[1]
0.0133
[2]
18
[3]
0.0054
[4]
0.0329
[5]
1.186
[2] array · 6 items
[0]
9
[1]
0.3218
[2]
36
[3]
0.0231
[4]
0.1735
[5]
1.416
[3] array · 6 items
[0]
13.5
[1]
0.8759
[2]
72
[3]
0.0391
[4]
0.2392
[5]
1.918
[4] array · 6 items
[0]
18
[1]
0.9342
[2]
108
[3]
0.1133
[4]
0.3050
[5]
2.356
locator
section[4]/table-wrap[1]#pone-0025822-t001
[3] object · 16 fields
id
asset:table:pmid:21998702:2
role
table
format
jats-table
media_type
application/vnd.jats.table+json
uri
null
sha256
sha256:7062151de1dd6f1107a5de252b730cd36464dfcee1ce0bf39c8a6a4ccd533aed
bytes
800
access
open
state
verified
reader
read_table
reader_status
available
identifier
section[7]/table-wrap[1]#pone-0025822-t002
version
null
note
Pathways in which 148 H342-downregulated genes of transcription regulation involved.
structure object · 5 fields
pmcid
PMC3187808
section_index
7
section_title
Identification of signal transduction pathways consisting of these gene signatures
row_count
11
column_count
4
table object · 8 fields
label
Table 2
caption
Pathways in which 148 H342-downregulated genes of transcription regulation involved.
rows array · 11 items
[0] array · 4 items
[0]
Pathways
[1]
P-value
[2]
# Genes (obsreved)
[3]
# Genes (total)
[1] array · 4 items
[0]
NOTCH
[1]
7.72E-07
[2]
20
[3]
580
[2] array · 4 items
[0]
TGF BETA
[1]
6.34E-06
[2]
31
[3]
1408
[3] array · 4 items
[0]
RETINOBLASTOMA 1
[1]
1.98E-05
[2]
12
[3]
277
[4] array · 4 items
[0]
MOTHERS AGAINST DPP HOMOLOG
[1]
1.49E-04
[2]
19
[3]
758
[5] array · 4 items
[0]
WINGLESS TYPE
[1]
2.62E-03
[2]
19
[3]
954
[6] array · 4 items
[0]
PEROXISOME PROLIFERATOR ACTIVATED RECEPTOR GAMMA
[1]
2.73E-03
[2]
10
[3]
350
[7] array · 4 items
[0]
HISTONE DEACETYLASE
[1]
3.49E-03
[2]
8
[3]
247
[8] array · 4 items
[0]
TUMOR PROTEIN P53
[1]
3.95E-03
[2]
19
[3]
989
[9] array · 4 items
[0]
ARYL HYDROCARBON RECEPTOR
[1]
7.14E-03
[2]
6
[3]
168
[10] array · 4 items
[0]
VITAMIN D (1,25 DIHYDROXYVITAMIN D3) RECEPTOR
[1]
8.21E-03
[2]
5
[3]
123
locator
section[7]/table-wrap[1]#pone-0025822-t002
gaps array · 2 items
[0]
asset:data:geo:GSE28616 not downloaded
[1]
asset:data:geo:GSE28616 licence not read
analysis object · 4 fields
state
partial
methods array · 2 items
[0] object · 10 fields
id
method-1
family
group_comparison
specific
student_t_test
label
Group comparison
dsl_operations array · 0 items
missing_operations array · 1 item
[0]
student_t
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
Student's t-test
[1] object · 10 fields
id
method-2
family
null
specific
null
label
Combination index (CI) method
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
Combination index (CI) method adapted for in vitro drug testing was used to determine the nature of interaction between the two agents as described previously [57]. CI was generated from MTT data by CalcuSyn software (Biosoft).
targets array · 0 items
gaps array · 2 items
[0]
method.reader_named_unmapped
[1]
method.student_t
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
false
required_operations array · 0 items
missing_operations array · 1 item
[0]
student_t
basis
The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: student_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]
GSE28616
resolved_accessions array · 1 item
[0]
GSE28616
statements array · 1 item
[0]
The microarray data reported in this article have been deposited in the Gene Expression Omnibus (GEO) database, www.ncbi.nlm.nih.gov/geo (accession no.GSE28616).
basis
The paper names GSE28616 in Gene Expression Omnibus (GEO) database 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 · 4 items
[0]
source:pmid:21998702
[1]
data:geo:GSE28616
[2]
asset:table:pmid:21998702:1
[3]
asset:table:pmid:21998702:2
steps array · 0 items
must_build object · 5 fields
dsl_operations array · 1 item
[0] object · 3 fields
operation
student_t
priority
null
converters array · 0 items
readers array · 0 items
capabilities array · 0 items
data_gaps array · 1 item
[0]
data:geo:GSE28616
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
2026-10-31T18:21:02Z
independence
same_provider
evidence_check object · 2 fields
method
verbatim
availability
verbatim
calls
8
usage object · 3 fields
prompt_tokens
109170
completion_tokens
3914
cached_tokens
82282
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:21998702
type
paper
label
pmid:21998702
[1] object · 3 fields
id
source:pmid:21998702
type
manuscript
label
PMID 21998702 full text
[2] object · 3 fields
id
data:geo:GSE28616
type
dataset
label
GEO GSE28616
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:21998702
type
paper
label
pmid:21998702
[1] object · 3 fields
id
source:pmid:21998702
type
manuscript
label
PMID 21998702 full text
[2] object · 3 fields
id
data:geo:GSE28616
type
dataset
label
GEO GSE28616
agent
agent:corpus-assay-engine
[1] object · 4 fields
id
activity-read-21998702
type
extraction
used array · 1 item
[0]
source:pmid:21998702
agent
agent:minimax-reader
[2] object · 4 fields
id
activity-resolve-GSE28616
type
accession_resolution
used array · 1 item
[0]
data:geo:GSE28616
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:21998702
parent_hash
sha256:ef9434108fb240b9bd21e6af20f39381d00696f0800f9b5848d2ea5fd20849a3
fork_of
null
gaps array · 9 items
[0]
asset:data:geo:GSE28616 licence not read
[1]
asset:data:geo:GSE28616 not downloaded
[2]
execution.not_run
[3]
method.reader_named_unmapped
[4]
method.student_t
[5]
review.human_critique
[6]
review.independent_reader
[7]
review.machine_critique
[8]
step:run_analysis blocked on method:student_t
assays array · 4 items
[0] 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]
ular mechanisms by which Hoechst dyes induce apoptosis and enhance transgene overexpression are unc
[1]
and changes in cell morphology and levels of apoptosis-associated proteins in malignant mesotheliom
[2]
n malignant mesothelioma cells. H342-induced apoptosis occurs in a dose-dependent fashion and is as
[3]
mitochondrial translocation, and cleavage of apoptosis-associated proteins. The antagonistic effect
order_basis
paper_text_order:704
id
assay:1
[1] object · 11 fields
role
data_generation
definition_id
microarray
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]
nt biological effects between H342 and H258, microarray technique coupled with bioinformatics analys
[1]
gene expression signatures determined by DNA microarray and bioinformatics software, indicating a ge
[2]
armaceutical companies. DATA DEPOSITION: The microarray data reported in this article have been depo
[3]
rimer sequences used for real-time RT-PCR in microarray validation analysis.(DOC)Click here for addi
order_basis
paper_text_order:897
id
assay:2
[2] 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
0.77
evidence array · 1 item
[0]
ns after fractionating the mitochondria from cultured H2373 MPM cells. The mitochondria of H2373 c
order_basis
paper_text_order:3204
id
assay:3
[3] 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]
Student's t-test
order_basis
consumes_earlier_output
id
assay:4
Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:21998702", "kind": "science-record", "revision": 7, "content_hash": "sha256:266abf8683fc5ee1a35b62514a4531dd8fcd3de6d219ce3086cb3f54ad36d786", "created_at": "2026-11-01T15:40:02Z", "updated_at": "2026-11-01T21:58:08Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "New insight into the molecular mechanisms of the biological effects of DNA minor groove binders.", "doi": "10.1371/journal.pone.0025822", "pmid": "21998702", "authors": ["Xinbo Zhang", "Siyu Crystal Zhang", "Dejun Sun", "Jiang Hu", "Anil Wali", "Harvey Pass", "Felix Fernandez-Madrid", "Michael R Harbut", "Naimei Tang"], "journal": "PloS one", "year": 2011, "abstract": "BACKGROUND: Bisbenzimides, or Hoechst 33258 (H258), and its derivative Hoechst 33342 (H342) are archetypal molecules for designing minor groove binders, and widely used as tools for staining DNA and analyzing side population cells. They are supravital DNA minor groove binders with AT selectivity. H342 and H258 share similar biological effects based on the similarity of their chemical structures, but also have their unique biological effects. For example, H342, but not H258, is a potent apoptotic inducer and both H342 and H258 can induce transgene overexpression in in vitro studies. However, the molecular mechanisms by which Hoechst dyes induce apoptosis and enhance transgene overexpression are unclear.\nMETHODOLOGY/PRINCIPAL FINDINGS: To determine the molecular mechanisms underlying different biological effects between H342 and H258, microarray technique coupled with bioinformatics analyses and multiple other techniques has been utilized to detect differential global gene expression profiles, Hoechst dye-specific gene expression signatures, and changes in cell morphology and levels of apoptosis-associated proteins in malignant mesothelioma cells. H342-induced apoptosis occurs in a dose-dependent fashion and is associated with morphological changes, caspase-3 activation, cytochrome c mitochondrial translocation, and cleavage of apoptosis-associated proteins. The antagonistic effect of H258 on H342-induced apoptosis indicates a pharmacokinetic basis for the two dyes' different biological effects. Differential global gene expression profiles induced by H258 and H342 are accompanied by unique gene expression signatures determined by DNA microarray and bioinformatics software, indicating a genetic basis for their different biological effects.\nCONCLUSIONS/SIGNIFICANCE: A unique gene expression signature associated with H342-induced apoptosis provides a new avenue to predict and classify the therapeutic class of minor groove binders in the drug development process. Further analysis of H258-upregulated genes of transcription regulation may identify the genes that enhance transgene overexpression in gene therapy and promote recombinant protein products in biopharmaceutical companies.\nDATA DEPOSITION: The microarray data reported in this article have been deposited in the Gene Expression Omnibus (GEO) database, www.ncbi.nlm.nih.gov/geo (accession no.GSE28616).", "claims": [{"id": "claim-method", "statement": "Combination index (CI) method adapted for in vitro drug testing was used to determine the nature of interaction between the two agents as described previously [57]. CI was generated from MTT data by CalcuSyn software (Biosoft).", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:21998702", "locator": "sections[12] \"Analysis of interaction between H342 and H258\" paragraph 2", "quote": "Combination index (CI) method adapted for in vitro drug testing was used to determine the nature of interaction between the two agents as described previously [57]. CI was generated from MTT data by CalcuSyn software (Biosoft)."}], "state": "complete"}, {"id": "claim-data-access", "statement": "The microarray data reported in this article have been deposited in the Gene Expression Omnibus (GEO) database, www.ncbi.nlm.nih.gov/geo (accession no.GSE28616).", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:21998702", "locator": "sections[0] \"Abstract\" paragraph 4", "quote": "The microarray data reported in this article have been deposited in the Gene Expression Omnibus (GEO) database, www.ncbi.nlm.nih.gov/geo (accession no.GSE28616)."}], "state": "complete"}, {"id": "claim-target-result", "statement": "The paper used Student's t-test, with P-values <0.05 considered significant, and deposited the microarray data in the Gene Expression Omnibus database under accession no. GSE28616.", "kind": "qualitative", "target": null, "evidence": [{"asset": "source:pmid:21998702", "locator": "sections[0] \"Abstract\" paragraph 2", "quote": "H342-induced apoptosis occurs in a dose-dependent fashion and is associated with morphological changes, caspase-3 activation, cytochrome c mitochondrial translocation, and cleavage of apoptosis-associated proteins."}, {"asset": "source:pmid:21998702", "locator": "sections[0] \"Abstract\" paragraph 4", "quote": "The microarray data reported in this article have been deposited in the Gene Expression Omnibus (GEO) database, www.ncbi.nlm.nih.gov/geo (accession no.GSE28616)."}, {"asset": "source:pmid:21998702", "locator": "sections[21] \"Statistical analysis\" paragraph 2", "quote": "Statistical differences between treatment groups were measured using a Student's t-test. P-values <0.05 were considered significant."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "partial", "objective": "The paper used Student's t-test, with P-values <0.05 considered significant, and deposited the microarray data in the Gene Expression Omnibus database under accession no. GSE28616.", "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:21998702"], "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:GSE28616"], "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:student_t", "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:GSE28616"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": ["step:run_analysis blocked on method:student_t"]}, "data": {"state": "partial", "assets": [{"id": "source:pmid:21998702", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1371/journal.pone.0025822", "sha256": "sha256:03b29d7e8b8fdca9c3c9e37d9dc3d84f294201ea665f23e663ba14f1f78b6925", "bytes": 54180, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.1371/journal.pone.0025822", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC3187808", "source": "europe_pmc_fulltext", "coverage": "whole_body", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:GSE28616", "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=GSE28616", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE28616", "version": null, "note": "The microarray data reported in this article have been deposited in the Gene Expression Omnibus (GEO) database, www.ncbi.nlm.nih.gov/geo (accession no.GSE28616).", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The microarray data reported in this article have been deposited in the Gene Expression Omnibus (GEO) database, www.ncbi.nlm.nih.gov/geo (accession no.GSE28616).", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM708657", "GSM708658", "GSM708659"], "sample_count": 3, "group_sizes": null, "group_sizes_basis": null, "platform": "6947", "taxon": "Homo sapiens", "title": "Differential gene expression profiles induced by Hoechst dyes", "resolution_checked_at": "2026-11-01T15:39:54Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "asset:table:pmid:21998702:1", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:3999ea1db74e92d8b5adcbc9f2a49056b9bfa839635f395e8ea906b76a3a85c2", "bytes": 511, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[4]/table-wrap[1]#pone-0025822-t001", "version": null, "note": "Combination indices for H342 and H258 treatment for 24 h, as computed by CalcuSyn for H2373 cells.", "structure": {"pmcid": "PMC3187808", "section_index": 4, "section_title": "Antagonistic effect of Hoechst 33258 on Hoechst 33342-induced apoptosis", "row_count": 5, "column_count": 6}, "table": {"label": "Table 1", "caption": "Combination indices for H342 and H258 treatment for 24 h, as computed by CalcuSyn for H2373 cells.", "rows": [["H342 (µM)", "Fa", "H258 (µM)", "Fa", "H342+H258 (Fa)", "CI"], ["4.5", "0.0133", "18", "0.0054", "0.0329", "1.186"], ["9", "0.3218", "36", "0.0231", "0.1735", "1.416"], ["13.5", "0.8759", "72", "0.0391", "0.2392", "1.918"], ["18", "0.9342", "108", "0.1133", "0.3050", "2.356"]], "row_count": 5, "column_count": 6, "numeric_cells": 27, "header_rows": 1, "locator": "section[4]/table-wrap[1]#pone-0025822-t001"}}, {"id": "asset:table:pmid:21998702:2", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:7062151de1dd6f1107a5de252b730cd36464dfcee1ce0bf39c8a6a4ccd533aed", "bytes": 800, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[7]/table-wrap[1]#pone-0025822-t002", "version": null, "note": "Pathways in which 148 H342-downregulated genes of transcription regulation involved.", "structure": {"pmcid": "PMC3187808", "section_index": 7, "section_title": "Identification of signal transduction pathways consisting of these gene signatures", "row_count": 11, "column_count": 4}, "table": {"label": "Table 2", "caption": "Pathways in which 148 H342-downregulated genes of transcription regulation involved.", "rows": [["Pathways", "P-value", "# Genes (obsreved)", "# Genes (total)"], ["NOTCH", "7.72E-07", "20", "580"], ["TGF BETA", "6.34E-06", "31", "1408"], ["RETINOBLASTOMA 1", "1.98E-05", "12", "277"], ["MOTHERS AGAINST DPP HOMOLOG", "1.49E-04", "19", "758"], ["WINGLESS TYPE", "2.62E-03", "19", "954"], ["PEROXISOME PROLIFERATOR ACTIVATED RECEPTOR GAMMA", "2.73E-03", "10", "350"], ["HISTONE DEACETYLASE", "3.49E-03", "8", "247"], ["TUMOR PROTEIN P53", "3.95E-03", "19", "989"], ["ARYL HYDROCARBON RECEPTOR", "7.14E-03", "6", "168"], ["VITAMIN D (1,25 DIHYDROXYVITAMIN D3) RECEPTOR", "8.21E-03", "5", "123"]], "row_count": 11, "column_count": 4, "numeric_cells": 33, "header_rows": 1, "locator": "section[7]/table-wrap[1]#pone-0025822-t002"}}], "gaps": ["asset:data:geo:GSE28616 not downloaded", "asset:data:geo:GSE28616 licence not read"]}, "analysis": {"state": "partial", "methods": [{"id": "method-1", "family": "group_comparison", "specific": "student_t_test", "label": "Group comparison", "dsl_operations": [], "missing_operations": ["student_t"], "expressible": false, "parameters": {}, "data_shapes": ["two_or_more_groups_continuous"], "evidence": {"score": 0.8, "band": "high", "quote": "Student's t-test"}}, {"id": "method-2", "family": null, "specific": null, "label": "Combination index (CI) method", "dsl_operations": [], "missing_operations": [], "expressible": null, "parameters": {}, "data_shapes": [], "evidence": {"score": 1.0, "band": "verbatim", "quote": "Combination index (CI) method adapted for in vitro drug testing was used to determine the nature of interaction between the two agents as described previously [57]. CI was generated from MTT data by CalcuSyn software (Biosoft)."}}], "targets": [], "gaps": ["method.reader_named_unmapped", "method.student_t"]}, "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": false, "required_operations": [], "missing_operations": ["student_t"], "basis": "The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: student_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": ["GSE28616"], "resolved_accessions": ["GSE28616"], "statements": ["The microarray data reported in this article have been deposited in the Gene Expression Omnibus (GEO) database, www.ncbi.nlm.nih.gov/geo (accession no.GSE28616)."], "basis": "The paper names GSE28616 in Gene Expression Omnibus (GEO) database and the accession resolves in the repository. No dataset was downloaded and no licence was read."}}, "can_run": {"dsl_operations": [], "assets": ["source:pmid:21998702", "data:geo:GSE28616", "asset:table:pmid:21998702:1", "asset:table:pmid:21998702:2"], "steps": []}, "must_build": {"dsl_operations": [{"operation": "student_t", "unlocks_papers": null, "priority": null}], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:GSE28616"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-10-31T18:21:02Z", "independence": "same_provider"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 8, "usage": {"prompt_tokens": 109170, "completion_tokens": 3914, "cached_tokens": 82282}}, "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:21998702", "type": "paper", "label": "pmid:21998702"}, {"id": "source:pmid:21998702", "type": "manuscript", "label": "PMID 21998702 full text"}, {"id": "data:geo:GSE28616", "type": "dataset", "label": "GEO GSE28616"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:21998702", "type": "paper", "label": "pmid:21998702"}, {"id": "source:pmid:21998702", "type": "manuscript", "label": "PMID 21998702 full text"}, {"id": "data:geo:GSE28616", "type": "dataset", "label": "GEO GSE28616"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-21998702", "type": "extraction", "used": ["source:pmid:21998702"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-GSE28616", "type": "accession_resolution", "used": ["data:geo:GSE28616"], "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:21998702", "parent_hash": "sha256:ef9434108fb240b9bd21e6af20f39381d00696f0800f9b5848d2ea5fd20849a3", "fork_of": null, "generation": 6}, "gaps": ["asset:data:geo:GSE28616 licence not read", "asset:data:geo:GSE28616 not downloaded", "execution.not_run", "method.reader_named_unmapped", "method.student_t", "review.human_critique", "review.independent_reader", "review.machine_critique", "step:run_analysis blocked on method:student_t"], "assays": [{"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": ["ular mechanisms by which Hoechst dyes induce apoptosis and enhance transgene overexpression are unc", "and changes in cell morphology and levels of apoptosis-associated proteins in malignant mesotheliom", "n malignant mesothelioma cells. H342-induced apoptosis occurs in a dose-dependent fashion and is as", "mitochondrial translocation, and cleavage of apoptosis-associated proteins. The antagonistic effect"], "order_basis": "paper_text_order:704", "id": "assay:1"}, {"role": "data_generation", "definition_id": "microarray", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.99, "evidence": ["nt biological effects between H342 and H258, microarray technique coupled with bioinformatics analys", "gene expression signatures determined by DNA microarray and bioinformatics software, indicating a ge", "armaceutical companies. DATA DEPOSITION: The microarray data reported in this article have been depo", "rimer sequences used for real-time RT-PCR in microarray validation analysis.(DOC)Click here for addi"], "order_basis": "paper_text_order:897", "id": "assay:2"}, {"role": "data_generation", "definition_id": "cell_culture", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.77, "evidence": ["ns after fractionating the mitochondria from cultured H2373 MPM cells. The mitochondria of H2373 c"], "order_basis": "paper_text_order:3204", "id": "assay:3"}, {"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": ["Student's t-test"], "order_basis": "consumes_earlier_output", "id": "assay:4"}]}