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

pmid:30565411

Chorioamnionitis exposure remodels the unique histone modification landscape of neonatal monocytes and alters the expression of immune pathway genes.

Jennifer Bermick · Katherine Gallagher · Aaron denDekker · Steve Kunkel · Nicholas Lukacs · Matthew Schaller

The FEBS journal · 2019 doi:10.1111/febs.14728

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:30565411
kind
science-record
content_hash
sha256:65035e13b2ff0f00048b2d8ad7742b121675427f86d8d909b592603257573fc0
schema
https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json
created_at
2026-11-01T17:32:31Z
updated_at
2026-11-01T22:43:40Z
generator object · 2 fields
name
corpus-assay-engine
run_id
reading-sci-2026-11-01
paper object · 10 fields
state
complete
title
Chorioamnionitis exposure remodels the unique histone modification landscape of neonatal monocytes and alters the expression of immune pathway genes.
doi
10.1111/febs.14728
pmid
30565411
authors array · 6 items
[0]
Jennifer Bermick
[1]
Katherine Gallagher
[2]
Aaron denDekker
[3]
Steve Kunkel
[4]
Nicholas Lukacs
[5]
Matthew Schaller
journal
The FEBS journal
year
2019
abstract
Chorioamnionitis is an intrauterine infection involving inflammation of the chorion, amnion, and placenta. It leads to a fetal systemic inflammatory response that can alter the transcription of neonatal immune genes. We have previously shown that neonatal monocytes gain the activating histone tail modification H3K4me3 at promoter sites of immunologically important genes as development progresses from preterm neonate to adult. In this study, we applied ChIP-seq and RNA-seq to evaluate the impact of chorioamnionitis on the neonatal monocyte H3K4me3 histone modification landscape over the course of fetal and neonatal immune system development. Chorioamnionitis exposure in neonatal monocytes resulted in a net increase in total monocyte H3K4me3, primarily in introns and intergenic regions. Immune gene expression was decreased in chorioamnionitis-exposed monocytes, with the majority of enriched transcripts falling into pathways that are not linked to the immune system. Over half of all neonatal monocyte H3K4me3 peaks, independent of their location, were associated with active gene transcription. Overall, chorioamnionitis exposure resulted in the global remodeling of the neonatal monocyte H3K4me3 landscape and changes in the expression of known immune genes. These changes resulted in a less robust inflammatory response upon exposure to a secondary challenge, which may explain why chorioamnionitis-exposed neonates have an increased risk of sepsis. DATABASE: ChIP-seq data for U30/O30/Term: GEO GSE81957 ChIP-seq data for U30C/O30C/TermC: GEO GSE111873 RNA-seq data for U/L/CU/CL: GEO GSE111927.
claims array · 3 items
[0] object · 6 fields
id
claim-method
statement
The EdgeR package was used to identify differentially bound sites[20]. Reads were normalized to total read counts and differentially expressed transcripts were identified using the edgeR package[20]. The differences between groups were evaluated with the student’s t-test for parametric quantitative data, the Mann-Whitney test for nonparametric quantitative data, ANOVA for multiple comparisons of parametric data and Chi-square test to evaluate relationships between categorical variables.
kind
methodological
target
null
evidence array · 3 items
[0] object · 3 fields
asset
source:pmid:30565411
locator
sections[13] "ChIP-seq Mapping and Data Analysis" paragraph 2
quote
The EdgeR package was used to identify differentially bound sites[20].
[1] object · 3 fields
asset
source:pmid:30565411
locator
sections[16] "RNA-seq data analysis" paragraph 2
quote
Reads were normalized to total read counts and differentially expressed transcripts were identified using the edgeR package[20].
[2] object · 3 fields
asset
source:pmid:30565411
locator
sections[17] "Statistical analysis" paragraph 2
quote
The differences between groups were evaluated with the student’s t-test for parametric quantitative data, the Mann-Whitney test for nonparametric quantitative data, ANOVA for multiple comparisons of parametric data and Chi-square test to evaluate relationships between categorical variables.
state
complete
[1] object · 6 fields
id
claim-data-access
statement
The datasets supporting the results are available in the GEO repositories GSE81957 and GSE111873. The datasets supporting the results are available in the GEO repository GSE111927.
kind
methodological
target
null
evidence array · 2 items
[0] object · 3 fields
asset
source:pmid:30565411
locator
sections[13] "ChIP-seq Mapping and Data Analysis" paragraph 2
quote
The datasets supporting the results are available in the GEO repositories GSE81957 and GSE111873.
[1] object · 3 fields
asset
source:pmid:30565411
locator
sections[16] "RNA-seq data analysis" paragraph 2
quote
The datasets supporting the results are available in the GEO repository GSE111927.
state
complete
[2] object · 6 fields
id
claim-target-result
statement
Overall, chorioamnionitis exposure resulted in global remodeling of the neonatal monocyte H3K4me3 landscape and changes in the expression of known immune genes.
kind
qualitative
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:30565411
locator
sections[0] "Abstract" paragraph 1
quote
Overall, chorioamnionitis exposure resulted in global remodeling of the neonatal monocyte H3K4me3 landscape and changes in the expression of known immune genes.
state
complete
gaps array · 0 items
experiment object · 8 fields
state
partial
objective
Overall, chorioamnionitis exposure resulted in global remodeling of the neonatal monocyte H3K4me3 landscape and changes in the expression of known immune genes.
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:30565411
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:GSE111873
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:GSE111873
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:30565411
role
manuscript
format
xml
media_type
application/xml
uri
https://doi.org/10.1111/febs.14728
sha256
sha256:3fe9932c279e343d21f41cf01b64b6de942c0b6cc358e4eed248e5c9ec0cde38
bytes
42230
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
10.1111/febs.14728
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
PMC6326865
source
ncbi_pmc_fulltext
coverage
whole_body_without_references
text_hash_scope
rendered_section_body
[1] object · 15 fields
id
data:geo:GSE111873
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=GSE111873
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE111873
version
null
note
The datasets supporting the results are available in the GEO repositories GSE81957 and GSE111873. The datasets supporting the results are available in the GEO repository GSE111927.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The datasets supporting the results are available in the GEO repositories GSE81957 and GSE111873. The datasets supporting the results are available in the GEO repository GSE111927.
access_statement_kind
data_availability_statement
sample_accessions array · 18 items
[0]
GSM3043033
[1]
GSM3043034
[2]
GSM3043035
[3]
GSM3043036
[4]
GSM3043037
[5]
GSM3043038
[6]
GSM3043039
[7]
GSM3043040
[8]
GSM3043041
[9]
GSM3043042
[10]
GSM3043043
[11]
GSM3043044
[12]
GSM3043045
[13]
GSM3043046
[14]
GSM3043047
[15]
GSM3043048
[16]
GSM3043049
[17]
GSM3043050
sample_count
18
group_sizes
null
group_sizes_basis
null
platform
16791
taxon
Homo sapiens
title
Impact of chorioamnionitis exposure on neonatal monocyte H3K4me3 patterning
resolution_checked_at
2026-11-01T17:30:42Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[2] object · 15 fields
id
data:geo:GSE111927
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=GSE111927
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE111927
version
null
note
The datasets supporting the results are available in the GEO repositories GSE81957 and GSE111873. The datasets supporting the results are available in the GEO repository GSE111927.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The datasets supporting the results are available in the GEO repositories GSE81957 and GSE111873. The datasets supporting the results are available in the GEO repository GSE111927.
access_statement_kind
data_availability_statement
sample_accessions array · 11 items
[0]
GSM3045158
[1]
GSM3045159
[2]
GSM3045160
[3]
GSM3045161
[4]
GSM3045162
[5]
GSM3045163
[6]
GSM3045164
[7]
GSM3045165
[8]
GSM3045166
[9]
GSM3045167
[10]
GSM3045168
sample_count
11
group_sizes
null
group_sizes_basis
null
platform
16791
taxon
Homo sapiens
title
Effect of chorioamnionitis exposure on neonatal monocyte transcription
resolution_checked_at
2026-11-01T17:30:42Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[3] object · 15 fields
id
data:geo:GSE81957
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=GSE81957
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE81957
version
null
note
The datasets supporting the results are available in the GEO repositories GSE81957 and GSE111873. The datasets supporting the results are available in the GEO repository GSE111927.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The datasets supporting the results are available in the GEO repositories GSE81957 and GSE111873. The datasets supporting the results are available in the GEO repository GSE111927.
access_statement_kind
data_availability_statement
sample_accessions array · 24 items
[0]
GSM2178507
[1]
GSM2178508
[2]
GSM2178509
[3]
GSM2178510
[4]
GSM2178511
[5]
GSM2178512
[6]
GSM2178513
[7]
GSM2178514
[8]
GSM2178515
[9]
GSM2178516
[10]
GSM2178517
[11]
GSM2178518
[12]
GSM2178519
[13]
GSM2178520
[14]
GSM2178521
[15]
GSM2178522
[16]
GSM2178523
[17]
GSM2178524
[18]
GSM2178525
[19]
GSM2178526
[20]
GSM2178527
[21]
GSM2178528
[22]
GSM2178529
[23]
GSM2178530
sample_count
24
group_sizes
null
group_sizes_basis
null
platform
11154
taxon
Homo sapiens
title
Characterizing the monocyte H3K4me3 landscape throughout development
resolution_checked_at
2026-11-01T17:30:42Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
gaps array · 6 items
[0]
asset:data:geo:GSE111873 not downloaded
[1]
asset:data:geo:GSE111873 licence not read
[2]
asset:data:geo:GSE111927 not downloaded
[3]
asset:data:geo:GSE111927 licence not read
[4]
asset:data:geo:GSE81957 not downloaded
[5]
asset:data:geo:GSE81957 licence not read
analysis object · 4 fields
state
partial
methods array · 5 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
1
band
reordered
quote
The EdgeR package was used to identify differentially bound sites[20]. Reads were normalized to total read counts and differentially expressed transcripts were identified using the edgeR package[20]. The differences between groups were evaluated with the student’s t-test for parametric quantitative data, the Mann-Whitney test for nonparametric quantitative data, ANOVA for multiple comparisons of parametric data and Chi-square test to evaluate relationships between categorical variables.
[1] object · 10 fields
id
method-2
family
group_comparison
specific
mann_whitney
label
Group comparison
dsl_operations array · 0 items
missing_operations array · 1 item
[0]
group_comparison_mann_whitney
expressible
false
parameters object · 0 fields
data_shapes array · 1 item
[0]
two_or_more_groups_continuous
evidence object · 3 fields
score
0.8
band
high
quote
Mann-Whitney
[2] object · 10 fields
id
method-3
family
group_comparison
specific
anova
label
Group comparison
dsl_operations array · 4 items
[0]
group_summary
[1]
welch_t
[2]
bootstrap_mean_difference
[3]
group_comparison_anova
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
0.8
band
high
quote
ANOVA
[3] object · 10 fields
id
method-4
family
differential_expression
specific
edger
label
Differential expression analysis
dsl_operations array · 3 items
[0]
normalise_counts
[1]
differential_expression_fit
[2]
fdr_bh
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[0]
count_matrix_with_condition
evidence object · 3 fields
score
0.8
band
high
quote
EdgeR
[4] object · 10 fields
id
method-5
family
contingency_analysis
specific
chi_square
label
Categorical (contingency table) analysis
dsl_operations array · 1 item
[0]
chi_square_test
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[0]
categorical_cross_tabulation
evidence object · 3 fields
score
0.8
band
high
quote
Chi-square
targets array · 0 items
gaps array · 1 item
[0]
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 · 3 items
[0]
GSE81957
[1]
GSE111873
[2]
GSE111927
resolved_accessions array · 3 items
[0]
GSE81957
[1]
GSE111873
[2]
GSE111927
statements array · 1 item
[0]
The datasets supporting the results are available in the GEO repositories GSE81957 and GSE111873. The datasets supporting the results are available in the GEO repository GSE111927.
basis
The paper names GSE81957, GSE111873, GSE111927 in GEO 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:30565411
[1]
data:geo:GSE111873
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:GSE111873
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
2026-11-01T16:58:19Z
independence
single_reader
evidence_check object · 2 fields
method
reordered
availability
reordered
calls
5
usage object · 3 fields
prompt_tokens
10932
completion_tokens
2379
cached_tokens
188
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:30565411
type
paper
label
pmid:30565411
[1] object · 3 fields
id
source:pmid:30565411
type
manuscript
label
PMID 30565411 full text
[2] object · 3 fields
id
data:geo:GSE111873
type
dataset
label
GEO GSE111873
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:30565411
type
paper
label
pmid:30565411
[1] object · 3 fields
id
source:pmid:30565411
type
manuscript
label
PMID 30565411 full text
[2] object · 3 fields
id
data:geo:GSE111873
type
dataset
label
GEO GSE111873
agent
agent:corpus-assay-engine
[1] object · 4 fields
id
activity-read-30565411
type
extraction
used array · 1 item
[0]
source:pmid:30565411
agent
agent:minimax-reader
[2] object · 4 fields
id
activity-resolve-GSE111873
type
accession_resolution
used array · 1 item
[0]
data:geo:GSE111873
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:30565411
parent_hash
sha256:375ff4ffea5ccce867ca7543d09bd493c1ad85f5ff3203163dca9993689ec99e
fork_of
null
gaps array · 12 items
[0]
asset:data:geo:GSE111873 licence not read
[1]
asset:data:geo:GSE111873 not downloaded
[2]
asset:data:geo:GSE111927 licence not read
[3]
asset:data:geo:GSE111927 not downloaded
[4]
asset:data:geo:GSE81957 licence not read
[5]
asset:data:geo:GSE81957 not downloaded
[6]
execution.not_run
[7]
method.student_t
[8]
review.human_critique
[9]
review.independent_reader
[10]
review.machine_critique
[11]
step:run_analysis blocked on method:student_t
assays array · 3 items
[0] object · 11 fields
role
data_generation
definition_id
chip_seq
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]
neonate to adult. In this study, we applied ChIP-seq and RNA-seq to evaluate the impact of chorio
[1]
have an increased risk of sepsis. DATABASE: ChIP-seq data for U30/O30/Term: GEO GSE81957 ChIP-seq
[2]
ChIP-seq data for U30/O30/Term: GEO GSE81957 ChIP-seq data for U30C/O30C/TermC: GEO GSE111873 RNA-
order_basis
paper_text_order:562
id
assay:1
[1] object · 11 fields
role
data_generation
definition_id
rna_seq
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]
dult. In this study, we applied ChIP-seq and RNA-seq to evaluate the impact of chorioamnionitis o
[1]
t 37oC with 5% CO2. Cells were collected for RNA-seq preparation 6 hours after stimulation and fo
[2]
-seq data for U30C/O30C/TermC: GEO GSE111873 RNA-seq data for U/L/CU/CL: GEO GSE111927.
order_basis
paper_text_order:574
id
assay:2
[2] object · 11 fields
role
analysis
definition_id
group_comparison
definition_version
f2132e96ae6c7a4e
required_operations array · 0 items
support_state
partial
source_hashes object · 1 field
dsl_catalogue
f2132e96ae6c7a4e
evidence array · 1 item
[0]
The EdgeR package was used to identify differentially bound sites[20]. Reads were normalized to total read counts and differentially expressed transcripts were identified using the edgeR package[20]. The differences between groups were evaluated with the student’s t-test for parametric quantitative data, the Mann-Whitney test for nonparametric quantitative data, ANOVA for multiple comparisons of parametric data and Chi-square test to evaluate relationships between categorical variables.
order_basis
consumes_earlier_output
id
assay:3
Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:30565411", "kind": "science-record", "revision": 5, "content_hash": "sha256:65035e13b2ff0f00048b2d8ad7742b121675427f86d8d909b592603257573fc0", "created_at": "2026-11-01T17:32:31Z", "updated_at": "2026-11-01T22:43:40Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Chorioamnionitis exposure remodels the unique histone modification landscape of neonatal monocytes and alters the expression of immune pathway genes.", "doi": "10.1111/febs.14728", "pmid": "30565411", "authors": ["Jennifer Bermick", "Katherine Gallagher", "Aaron denDekker", "Steve Kunkel", "Nicholas Lukacs", "Matthew Schaller"], "journal": "The FEBS journal", "year": 2019, "abstract": "Chorioamnionitis is an intrauterine infection involving inflammation of the chorion, amnion, and placenta. It leads to a fetal systemic inflammatory response that can alter the transcription of neonatal immune genes. We have previously shown that neonatal monocytes gain the activating histone tail modification H3K4me3 at promoter sites of immunologically important genes as development progresses from preterm neonate to adult. In this study, we applied ChIP-seq and RNA-seq to evaluate the impact of chorioamnionitis on the neonatal monocyte H3K4me3 histone modification landscape over the course of fetal and neonatal immune system development. Chorioamnionitis exposure in neonatal monocytes resulted in a net increase in total monocyte H3K4me3, primarily in introns and intergenic regions. Immune gene expression was decreased in chorioamnionitis-exposed monocytes, with the majority of enriched transcripts falling into pathways that are not linked to the immune system. Over half of all neonatal monocyte H3K4me3 peaks, independent of their location, were associated with active gene transcription. Overall, chorioamnionitis exposure resulted in the global remodeling of the neonatal monocyte H3K4me3 landscape and changes in the expression of known immune genes. These changes resulted in a less robust inflammatory response upon exposure to a secondary challenge, which may explain why chorioamnionitis-exposed neonates have an increased risk of sepsis. DATABASE: ChIP-seq data for U30/O30/Term: GEO GSE81957 ChIP-seq data for U30C/O30C/TermC: GEO GSE111873 RNA-seq data for U/L/CU/CL: GEO GSE111927.", "claims": [{"id": "claim-method", "statement": "The EdgeR package was used to identify differentially bound sites[20]. Reads were normalized to total read counts and differentially expressed transcripts were identified using the edgeR package[20]. The differences between groups were evaluated with the student’s t-test for parametric quantitative data, the Mann-Whitney test for nonparametric quantitative data, ANOVA for multiple comparisons of parametric data and Chi-square test to evaluate relationships between categorical variables.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:30565411", "locator": "sections[13] \"ChIP-seq Mapping and Data Analysis\" paragraph 2", "quote": "The EdgeR package was used to identify differentially bound sites[20]."}, {"asset": "source:pmid:30565411", "locator": "sections[16] \"RNA-seq data analysis\" paragraph 2", "quote": "Reads were normalized to total read counts and differentially expressed transcripts were identified using the edgeR package[20]."}, {"asset": "source:pmid:30565411", "locator": "sections[17] \"Statistical analysis\" paragraph 2", "quote": "The differences between groups were evaluated with the student’s t-test for parametric quantitative data, the Mann-Whitney test for nonparametric quantitative data, ANOVA for multiple comparisons of parametric data and Chi-square test to evaluate relationships between categorical variables."}], "state": "complete"}, {"id": "claim-data-access", "statement": "The datasets supporting the results are available in the GEO repositories GSE81957 and GSE111873.\nThe datasets supporting the results are available in the GEO repository GSE111927.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:30565411", "locator": "sections[13] \"ChIP-seq Mapping and Data Analysis\" paragraph 2", "quote": "The datasets supporting the results are available in the GEO repositories GSE81957 and GSE111873."}, {"asset": "source:pmid:30565411", "locator": "sections[16] \"RNA-seq data analysis\" paragraph 2", "quote": "The datasets supporting the results are available in the GEO repository GSE111927."}], "state": "complete"}, {"id": "claim-target-result", "statement": "Overall, chorioamnionitis exposure resulted in global remodeling of the neonatal monocyte H3K4me3 landscape and changes in the expression of known immune genes.", "kind": "qualitative", "target": null, "evidence": [{"asset": "source:pmid:30565411", "locator": "sections[0] \"Abstract\" paragraph 1", "quote": "Overall, chorioamnionitis exposure resulted in global remodeling of the neonatal monocyte H3K4me3 landscape and changes in the expression of known immune genes."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "partial", "objective": "Overall, chorioamnionitis exposure resulted in global remodeling of the neonatal monocyte H3K4me3 landscape and changes in the expression of known immune genes.", "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:30565411"], "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:GSE111873"], "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:GSE111873"], "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:30565411", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1111/febs.14728", "sha256": "sha256:3fe9932c279e343d21f41cf01b64b6de942c0b6cc358e4eed248e5c9ec0cde38", "bytes": 42230, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.1111/febs.14728", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC6326865", "source": "ncbi_pmc_fulltext", "coverage": "whole_body_without_references", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:GSE111873", "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=GSE111873", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE111873", "version": null, "note": "The datasets supporting the results are available in the GEO repositories GSE81957 and GSE111873.\nThe datasets supporting the results are available in the GEO repository GSE111927.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The datasets supporting the results are available in the GEO repositories GSE81957 and GSE111873.\nThe datasets supporting the results are available in the GEO repository GSE111927.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM3043033", "GSM3043034", "GSM3043035", "GSM3043036", "GSM3043037", "GSM3043038", "GSM3043039", "GSM3043040", "GSM3043041", "GSM3043042", "GSM3043043", "GSM3043044", "GSM3043045", "GSM3043046", "GSM3043047", "GSM3043048", "GSM3043049", "GSM3043050"], "sample_count": 18, "group_sizes": null, "group_sizes_basis": null, "platform": "16791", "taxon": "Homo sapiens", "title": "Impact of chorioamnionitis exposure on neonatal monocyte H3K4me3 patterning", "resolution_checked_at": "2026-11-01T17:30:42Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "data:geo:GSE111927", "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=GSE111927", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE111927", "version": null, "note": "The datasets supporting the results are available in the GEO repositories GSE81957 and GSE111873.\nThe datasets supporting the results are available in the GEO repository GSE111927.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The datasets supporting the results are available in the GEO repositories GSE81957 and GSE111873.\nThe datasets supporting the results are available in the GEO repository GSE111927.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM3045158", "GSM3045159", "GSM3045160", "GSM3045161", "GSM3045162", "GSM3045163", "GSM3045164", "GSM3045165", "GSM3045166", "GSM3045167", "GSM3045168"], "sample_count": 11, "group_sizes": null, "group_sizes_basis": null, "platform": "16791", "taxon": "Homo sapiens", "title": "Effect of chorioamnionitis exposure on neonatal monocyte transcription", "resolution_checked_at": "2026-11-01T17:30:42Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "data:geo:GSE81957", "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=GSE81957", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE81957", "version": null, "note": "The datasets supporting the results are available in the GEO repositories GSE81957 and GSE111873.\nThe datasets supporting the results are available in the GEO repository GSE111927.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The datasets supporting the results are available in the GEO repositories GSE81957 and GSE111873.\nThe datasets supporting the results are available in the GEO repository GSE111927.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM2178507", "GSM2178508", "GSM2178509", "GSM2178510", "GSM2178511", "GSM2178512", "GSM2178513", "GSM2178514", "GSM2178515", "GSM2178516", "GSM2178517", "GSM2178518", "GSM2178519", "GSM2178520", "GSM2178521", "GSM2178522", "GSM2178523", "GSM2178524", "GSM2178525", "GSM2178526", "GSM2178527", "GSM2178528", "GSM2178529", "GSM2178530"], "sample_count": 24, "group_sizes": null, "group_sizes_basis": null, "platform": "11154", "taxon": "Homo sapiens", "title": "Characterizing the monocyte H3K4me3 landscape throughout development", "resolution_checked_at": "2026-11-01T17:30:42Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}], "gaps": ["asset:data:geo:GSE111873 not downloaded", "asset:data:geo:GSE111873 licence not read", "asset:data:geo:GSE111927 not downloaded", "asset:data:geo:GSE111927 licence not read", "asset:data:geo:GSE81957 not downloaded", "asset:data:geo:GSE81957 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": 1.0, "band": "reordered", "quote": "The EdgeR package was used to identify differentially bound sites[20]. Reads were normalized to total read counts and differentially expressed transcripts were identified using the edgeR package[20]. The differences between groups were evaluated with the student’s t-test for parametric quantitative data, the Mann-Whitney test for nonparametric quantitative data, ANOVA for multiple comparisons of parametric data and Chi-square test to evaluate relationships between categorical variables."}}, {"id": "method-2", "family": "group_comparison", "specific": "mann_whitney", "label": "Group comparison", "dsl_operations": [], "missing_operations": ["group_comparison_mann_whitney"], "expressible": false, "parameters": {}, "data_shapes": ["two_or_more_groups_continuous"], "evidence": {"score": 0.8, "band": "high", "quote": "Mann-Whitney"}}, {"id": "method-3", "family": "group_comparison", "specific": "anova", "label": "Group comparison", "dsl_operations": ["group_summary", "welch_t", "bootstrap_mean_difference", "group_comparison_anova"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["two_or_more_groups_continuous"], "evidence": {"score": 0.8, "band": "high", "quote": "ANOVA"}}, {"id": "method-4", "family": "differential_expression", "specific": "edger", "label": "Differential expression analysis", "dsl_operations": ["normalise_counts", "differential_expression_fit", "fdr_bh"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["count_matrix_with_condition"], "evidence": {"score": 0.8, "band": "high", "quote": "EdgeR"}}, {"id": "method-5", "family": "contingency_analysis", "specific": "chi_square", "label": "Categorical (contingency table) analysis", "dsl_operations": ["chi_square_test"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["categorical_cross_tabulation"], "evidence": {"score": 0.8, "band": "high", "quote": "Chi-square"}}], "targets": [], "gaps": ["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": ["GSE81957", "GSE111873", "GSE111927"], "resolved_accessions": ["GSE81957", "GSE111873", "GSE111927"], "statements": ["The datasets supporting the results are available in the GEO repositories GSE81957 and GSE111873.\nThe datasets supporting the results are available in the GEO repository GSE111927."], "basis": "The paper names GSE81957, GSE111873, GSE111927 in GEO and the accession resolves in the repository. No dataset was downloaded and no licence was read."}}, "can_run": {"dsl_operations": [], "assets": ["source:pmid:30565411", "data:geo:GSE111873"], "steps": []}, "must_build": {"dsl_operations": [{"operation": "student_t", "unlocks_papers": null, "priority": null}], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:GSE111873"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-11-01T16:58:19Z", "independence": "single_reader"}, "evidence_check": {"method": "reordered", "availability": "reordered"}, "calls": 5, "usage": {"prompt_tokens": 10932, "completion_tokens": 2379, "cached_tokens": 188}}, "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:30565411", "type": "paper", "label": "pmid:30565411"}, {"id": "source:pmid:30565411", "type": "manuscript", "label": "PMID 30565411 full text"}, {"id": "data:geo:GSE111873", "type": "dataset", "label": "GEO GSE111873"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:30565411", "type": "paper", "label": "pmid:30565411"}, {"id": "source:pmid:30565411", "type": "manuscript", "label": "PMID 30565411 full text"}, {"id": "data:geo:GSE111873", "type": "dataset", "label": "GEO GSE111873"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-30565411", "type": "extraction", "used": ["source:pmid:30565411"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-GSE111873", "type": "accession_resolution", "used": ["data:geo:GSE111873"], "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:30565411", "parent_hash": "sha256:375ff4ffea5ccce867ca7543d09bd493c1ad85f5ff3203163dca9993689ec99e", "fork_of": null, "generation": 4}, "gaps": ["asset:data:geo:GSE111873 licence not read", "asset:data:geo:GSE111873 not downloaded", "asset:data:geo:GSE111927 licence not read", "asset:data:geo:GSE111927 not downloaded", "asset:data:geo:GSE81957 licence not read", "asset:data:geo:GSE81957 not downloaded", "execution.not_run", "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": "chip_seq", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.99, "evidence": ["neonate to adult. In this study, we applied ChIP-seq and RNA-seq to evaluate the impact of chorio", "have an increased risk of sepsis. DATABASE: ChIP-seq data for U30/O30/Term: GEO GSE81957 ChIP-seq", "ChIP-seq data for U30/O30/Term: GEO GSE81957 ChIP-seq data for U30C/O30C/TermC: GEO GSE111873 RNA-"], "order_basis": "paper_text_order:562", "id": "assay:1"}, {"role": "data_generation", "definition_id": "rna_seq", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.99, "evidence": ["dult. In this study, we applied ChIP-seq and RNA-seq to evaluate the impact of chorioamnionitis o", "t 37oC with 5% CO2. Cells were collected for RNA-seq preparation 6 hours after stimulation and fo", "-seq data for U30C/O30C/TermC: GEO GSE111873 RNA-seq data for U/L/CU/CL: GEO GSE111927."], "order_basis": "paper_text_order:574", "id": "assay:2"}, {"role": "analysis", "definition_id": "group_comparison", "definition_version": "f2132e96ae6c7a4e", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"dsl_catalogue": "f2132e96ae6c7a4e"}, "confidence": 1.0, "evidence": ["The EdgeR package was used to identify differentially bound sites[20]. Reads were normalized to total read counts and differentially expressed transcripts were identified using the edgeR package[20]. The differences between groups were evaluated with the student’s t-test for parametric quantitative data, the Mann-Whitney test for nonparametric quantitative data, ANOVA for multiple comparisons of parametric data and Chi-square test to evaluate relationships between categorical variables."], "order_basis": "consumes_earlier_output", "id": "assay:3"}]}