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

pmid:31789407

Integrated transcriptomic and epigenetic data analysis identifiesaberrant expression of genes in acute myeloid leukemia with MLL‑AF9 translocation.

Fangce Wang · Zheng Li · Guangming Wang · Xiaoxue Tian · Jie Zhou · Wenlei Yu · Zhuoyi Fan · Lin Dong · Jinyuan Lu · Jun Xu · Wenjun Zhang · Aibin Liang

Molecular medicine reports · 2020 doi:10.3892/mmr.2019.10849

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:31789407
kind
science-record
content_hash
sha256:c8c1ceeb377c836413033cc21ff9d3a89255ec9cda2e51e0894a6aa52cb9d0bc
schema
https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json
created_at
2026-11-01T15:40:52Z
updated_at
2026-11-01T21:22:40Z
generator object · 2 fields
name
corpus-assay-engine
run_id
reading-sci-2026-11-01
paper object · 10 fields
state
complete
title
Integrated transcriptomic and epigenetic data analysis identifiesaberrant expression of genes in acute myeloid leukemia with MLL‑AF9 translocation.
doi
10.3892/mmr.2019.10849
pmid
31789407
authors array · 12 items
[0]
Fangce Wang
[1]
Zheng Li
[2]
Guangming Wang
[3]
Xiaoxue Tian
[4]
Jie Zhou
[5]
Wenlei Yu
[6]
Zhuoyi Fan
[7]
Lin Dong
[8]
Jinyuan Lu
[9]
Jun Xu
[10]
Wenjun Zhang
[11]
Aibin Liang
journal
Molecular medicine reports
year
2020
abstract
Rearrangement of the mixed lineage leukemia (MLL; also known as lysine methyltransferase 2A) gene is a recurrent genomic aberration in acute myeloid leukemia (AML). MLLT3, super elongation complex subunit (AF9) is one of the most common MLL fusion partners in AML. The present study aimed to explore the aberrant expression of genes associated with the MLL‑AF9 translocation and identified potential new targets for the therapy of AML with MLL‑AF9 translocation. The transcriptomic and epigenetic datasets were downloaded from National Center of Biotechnology Information Gene Expression Omnibus (GEO) database. Differentially expressed genes were obtained from two independent datasets (GSE68643 and GSE73457). Gene Ontology biological process and Kyoto Encyclopedia of Genes and Genomes pathway enrichment analysis was performed using the Database for Annotation, Visualization and Integrated Discovery. MLL‑AF9‑associated chromatin immunoprecipitation sequencing (ChIP‑Seq) data was analyzed and identified binding sites for MLL‑AF9 and wild type MLL (MLL WT). The ChIP‑Seq of histone modification data was downloaded from the GEO database, including histone 3 lysine 4 trimethylation (H3K4me3), histone 3 lysine 79 dimethylation (H3K79me2) and histone 3 lysine 27 acetylation (H3K27ac), was used for comparing histone modification marks between the MLL‑AF9 leukemia cells and normal hematopoietic cells at MLL‑AF9 and MLL WT binding sites. The differentially expressed genes with the same trend in H3K79me2, H3K27ac and H3K4me3 alteration were identified as potential MLL‑AF9 direct target genes. Upon validation using RNA‑Seq data from the Therapeutically Applicable Research to Generate Effective Treatments AML project, eight potential direct target genes of MLL‑AF9 were identified and further confirmed in MLL‑AF9 mouse model using reverse transcription‑quantitative polymerase chain reaction. These genes may have a critical role in AML with MLL‑AF9 translocation.
claims array · 2 items
[0] object · 6 fields
id
claim-method
statement
Using dPCA (www.biostat.jhsph.edu/dpca), the present study analyzed differential levels of H3K4me3, H3K27ac and H3K79me2 at WT MLL and MLL-AF9 binding sites in MLL-AF9 leukemia cells and normal hematopoietic cells.
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:31789407
locator
sections[8] "Analysis of differential chromatin patterns at the WT MLL and MLL-AF9 binding sites" paragraph 2
quote
Using dPCA (www.biostat.jhsph.edu/dpca), the present study analyzed differential levels of H3K4me3, H3K27ac and H3K79me2 at WT MLL and MLL-AF9 binding sites in MLL-AF9 leukemia cells and normal hematopoietic cells.
state
complete
[1] object · 6 fields
id
claim-data-access
statement
The datasets used and/or analyzed during the current study are available from the corresponding authors on reasonable request.
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:31789407
locator
sections[26] "Availability of data and materials" paragraph 2
quote
The datasets used and/or analyzed during the current study are available from the corresponding authors on reasonable request.
state
complete
gaps array · 0 items
experiment object · 8 fields
state
complete
objective
null
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:31789407
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:GSE54344
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:GSE54344
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 · 7 items
[0] object · 15 fields
id
source:pmid:31789407
role
manuscript
format
xml
media_type
application/xml
uri
https://doi.org/10.3892/mmr.2019.10849
sha256
sha256:9d127240334285a14054798d8432b0c8f541e9c45432baaf64184214c9a53fdf
bytes
27926
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
10.3892/mmr.2019.10849
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
PMC6947934
source
europe_pmc_fulltext
coverage
whole_body_without_references
text_hash_scope
rendered_section_body
[1] object · 15 fields
id
data:geo:GSE54344
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=GSE54344
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE54344
version
null
note
The datasets used and/or analyzed during the current study are available from the corresponding authors on reasonable request.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The datasets used and/or analyzed during the current study are available from the corresponding authors on reasonable request.
access_statement_kind
data_availability_statement
sample_accessions array · 9 items
[0]
GSM1313522
[1]
GSM1313523
[2]
GSM1313524
[3]
GSM1313525
[4]
GSM1313526
[5]
GSM1313527
[6]
GSM1313528
[7]
GSM1313529
[8]
GSM1313530
sample_count
9
group_sizes
null
group_sizes_basis
null
platform
10999
taxon
Homo sapiens
title
Aberrant chromatin acetylation in MLL-AF9 leukemia mediates the response to HDAC inhibition (ChIP-Seq)
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 · 15 fields
id
data:geo:GSE68643
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=GSE68643
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE68643
version
null
note
The datasets used and/or analyzed during the current study are available from the corresponding authors on reasonable request.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The datasets used and/or analyzed during the current study are available from the corresponding authors on reasonable request.
access_statement_kind
data_availability_statement
sample_accessions array · 20 items
[0]
GSM1677966
[1]
GSM1677967
[2]
GSM1677968
[3]
GSM1677969
[4]
GSM1677970
[5]
GSM1677971
[6]
GSM1677972
[7]
GSM1677973
[8]
GSM1677974
[9]
GSM1677975
[10]
GSM1677976
[11]
GSM1677977
[12]
GSM1677978
[13]
GSM1677979
[14]
GSM1677980
[15]
GSM1677981
[16]
GSM1677982
[17]
GSM1677983
[18]
GSM1677984
[19]
GSM1677985
sample_count
20
group_sizes
null
group_sizes_basis
null
platform
16570
taxon
Mus musculus
title
PBX3 cooperates with MEISI in causing rapid acute myeloid leukemia and recapitulates the core transcriptome of MLL-rearranged leukemia
resolution_checked_at
2026-11-01T15:39:55Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[3] object · 15 fields
id
data:geo:GSE73457
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=GSE73457
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE73457
version
null
note
The datasets used and/or analyzed during the current study are available from the corresponding authors on reasonable request.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The datasets used and/or analyzed during the current study are available from the corresponding authors on reasonable request.
access_statement_kind
data_availability_statement
sample_accessions array · 12 items
[0]
GSM1894174
[1]
GSM1894175
[2]
GSM1894176
[3]
GSM1894177
[4]
GSM1894178
[5]
GSM1894179
[6]
GSM1894180
[7]
GSM1894181
[8]
GSM1894182
[9]
GSM1894183
[10]
GSM1894184
[11]
GSM1894185
sample_count
12
group_sizes
null
group_sizes_basis
null
platform
13112
taxon
Mus musculus
title
Genome-wide analysis of gene expression in MLL translocation transformed mouse leukemia cell lines
resolution_checked_at
2026-11-01T15:39:55Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[4] object · 15 fields
id
data:geo:GSE79899
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=GSE79899
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE79899
version
null
note
The datasets used and/or analyzed during the current study are available from the corresponding authors on reasonable request.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The datasets used and/or analyzed during the current study are available from the corresponding authors on reasonable request.
access_statement_kind
data_availability_statement
sample_accessions array · 24 items
[0]
GSM2108033
[1]
GSM2108034
[2]
GSM2108035
[3]
GSM2108036
[4]
GSM2108037
[5]
GSM2108038
[6]
GSM2108039
[7]
GSM2108040
[8]
GSM2108041
[9]
GSM2108042
[10]
GSM2108043
[11]
GSM2108044
[12]
GSM2108045
[13]
GSM2108046
[14]
GSM2108047
[15]
GSM2108048
[16]
GSM2108049
[17]
GSM2108050
[18]
GSM2108051
[19]
GSM2108052
[20]
GSM2108053
[21]
GSM2108054
[22]
GSM2108055
[23]
GSM2108056
sample_count
24
group_sizes
null
group_sizes_basis
null
platform
10999;11154
taxon
Homo sapiens
title
The MLL-AF9 and MLL-AF4 oncofusion proteins bind a distinct enhancer repertoire and target the RUNX1 program in MLLr AML
resolution_checked_at
2026-11-01T15:39:55Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[5] object · 15 fields
id
data:geo:GSE83671
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=GSE83671
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE83671
version
null
note
The datasets used and/or analyzed during the current study are available from the corresponding authors on reasonable request.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The datasets used and/or analyzed during the current study are available from the corresponding authors on reasonable request.
access_statement_kind
data_availability_statement
sample_accessions array · 59 items
[0]
GSM2212231
[1]
GSM2212232
[2]
GSM2212233
[3]
GSM2212234
[4]
GSM2212235
[5]
GSM2212236
[6]
GSM2212237
[7]
GSM2212238
[8]
GSM2212239
[9]
GSM2212240
[10]
GSM2212241
[11]
GSM2212242
[12]
GSM2212243
[13]
GSM2212244
[14]
GSM2212245
[15]
GSM2212246
[16]
GSM2212247
[17]
GSM2212248
[18]
GSM2212249
[19]
GSM2212250
[20]
GSM2212251
[21]
GSM2212252
[22]
GSM2212253
[23]
GSM2212254
[24]
GSM2212255
[25]
GSM2212256
[26]
GSM2212257
[27]
GSM2212258
[28]
GSM2212259
[29]
GSM2212260
[30]
GSM2212261
[31]
GSM2212262
[32]
GSM2212263
[33]
GSM2212264
[34]
GSM2212265
[35]
GSM2212266
[36]
GSM2212267
[37]
GSM2212268
[38]
GSM2212269
[39]
GSM2212270
[40]
GSM2212271
[41]
GSM2212272
[42]
GSM2212273
[43]
GSM2212274
[44]
GSM2364542
[45]
GSM2364543
[46]
GSM2364544
[47]
GSM2364545
[48]
GSM2364546
[49]
GSM2364547
[50]
GSM2364548
[51]
GSM2364549
[52]
GSM2364550
[53]
GSM2364551
[54]
GSM2364552
[55]
GSM2364553
[56]
GSM2364554
[57]
GSM2364555
[58]
GSM2364556
sample_count
59
group_sizes
null
group_sizes_basis
null
platform
11154;16791;18573
taxon
Homo sapiens
title
MLL-AF4 Spreading Identifies Binding Sites that Are Distinct from Super-Enhancers and that Govern Sensitivity to DOT1L Inhibition in Leukemia.
resolution_checked_at
2026-11-01T15:39:55Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[6] object · 15 fields
id
data:geo:GSE89336
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=GSE89336
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE89336
version
null
note
The datasets used and/or analyzed during the current study are available from the corresponding authors on reasonable request.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The datasets used and/or analyzed during the current study are available from the corresponding authors on reasonable request.
access_statement_kind
data_availability_statement
sample_accessions array · 9 items
[0]
GSM2366240
[1]
GSM2366241
[2]
GSM2366242
[3]
GSM2366243
[4]
GSM2366244
[5]
GSM2366245
[6]
GSM2366246
[7]
GSM2366247
[8]
GSM2366248
sample_count
9
group_sizes
null
group_sizes_basis
null
platform
11154
taxon
Homo sapiens
title
Abnormal intragenic transcriptional activation in the BRE gene in MLL-rearranged and MOZ-CBP+ AML
resolution_checked_at
2026-11-01T15:39:55Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
gaps array · 12 items
[0]
asset:data:geo:GSE54344 not downloaded
[1]
asset:data:geo:GSE54344 licence not read
[2]
asset:data:geo:GSE68643 not downloaded
[3]
asset:data:geo:GSE68643 licence not read
[4]
asset:data:geo:GSE73457 not downloaded
[5]
asset:data:geo:GSE73457 licence not read
[6]
asset:data:geo:GSE79899 not downloaded
[7]
asset:data:geo:GSE79899 licence not read
[8]
asset:data:geo:GSE83671 not downloaded
[9]
asset:data:geo:GSE83671 licence not read
[10]
asset:data:geo:GSE89336 not downloaded
[11]
asset:data:geo:GSE89336 licence not read
analysis object · 4 fields
state
complete
methods array · 2 items
[0] object · 10 fields
id
method-1
family
principal_component_analysis
specific
pca
label
Principal component analysis
dsl_operations array · 1 item
[0]
pca_fit
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[0]
wide_numeric_matrix
evidence object · 3 fields
score
1
band
verbatim
quote
Using dPCA (www.biostat.jhsph.edu/dpca), the present study analyzed differential levels of H3K4me3, H3K27ac and H3K79me2 at WT MLL and MLL-AF9 binding sites in MLL-AF9 leukemia cells and normal hematopoietic cells.
[1] object · 10 fields
id
method-2
family
network_analysis
specific
pathway_enrichment
label
Network / pathway analysis
dsl_operations array · 1 item
[0]
pathway_enrich
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[0]
edge_list
evidence object · 3 fields
score
0.7
band
medium
quote
pathway enrichment
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]
pca_fit
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: pca.
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 · 6 items
[0]
GSE68643
[1]
GSE73457
[2]
GSE89336
[3]
GSE79899
[4]
GSE54344
[5]
GSE83671
resolved_accessions array · 6 items
[0]
GSE68643
[1]
GSE73457
[2]
GSE89336
[3]
GSE79899
[4]
GSE54344
[5]
GSE83671
statements array · 1 item
[0]
The datasets used and/or analyzed during the current study are available from the corresponding authors on reasonable request.
basis
The paper names GSE68643, GSE73457, GSE89336, GSE79899, GSE54344, GSE83671 in National Center for Biotechnology Information Gene Expression Omnibus (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 · 1 item
[0]
pca_fit
assets array · 2 items
[0]
source:pmid:31789407
[1]
data:geo:GSE54344
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:GSE54344
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
2026-10-31T18:17:08Z
independence
single_reader
evidence_check object · 2 fields
method
verbatim
availability
verbatim
calls
3
usage object · 3 fields
prompt_tokens
22530
completion_tokens
2853
cached_tokens
784
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:31789407
type
paper
label
pmid:31789407
[1] object · 3 fields
id
source:pmid:31789407
type
manuscript
label
PMID 31789407 full text
[2] object · 3 fields
id
data:geo:GSE54344
type
dataset
label
GEO GSE54344
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:31789407
type
paper
label
pmid:31789407
[1] object · 3 fields
id
source:pmid:31789407
type
manuscript
label
PMID 31789407 full text
[2] object · 3 fields
id
data:geo:GSE54344
type
dataset
label
GEO GSE54344
agent
agent:corpus-assay-engine
[1] object · 4 fields
id
activity-read-31789407
type
extraction
used array · 1 item
[0]
source:pmid:31789407
agent
agent:minimax-reader
[2] object · 4 fields
id
activity-resolve-GSE54344
type
accession_resolution
used array · 1 item
[0]
data:geo:GSE54344
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:31789407
parent_hash
sha256:b1bdb2145503c7b0cf4fbd5138311f058f3543344dc13d2cee71ba85a44b4462
fork_of
null
gaps array · 16 items
[0]
asset:data:geo:GSE54344 licence not read
[1]
asset:data:geo:GSE54344 not downloaded
[2]
asset:data:geo:GSE68643 licence not read
[3]
asset:data:geo:GSE68643 not downloaded
[4]
asset:data:geo:GSE73457 licence not read
[5]
asset:data:geo:GSE73457 not downloaded
[6]
asset:data:geo:GSE79899 licence not read
[7]
asset:data:geo:GSE79899 not downloaded
[8]
asset:data:geo:GSE83671 licence not read
[9]
asset:data:geo:GSE83671 not downloaded
[10]
asset:data:geo:GSE89336 licence not read
[11]
asset:data:geo:GSE89336 not downloaded
[12]
execution.not_run
[13]
review.human_critique
[14]
review.independent_reader
[15]
review.machine_critique
assays array · 3 items
[0] object · 11 fields
role
data_generation
definition_id
animal_model
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]
identified and further confirmed in MLL‑AF9 mouse model using reverse transcription‑quantitative pol
[1]
identified and further confirmed in MLL‑AF9 mouse model using reverse transcription‑quantitati
order_basis
paper_text_order:1927
id
assay:1
[1] 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]
at the WT MLL and MLL-AF9 binding sites The ChIP-Seq data of histone modifications downloaded fro
[1]
alse discovery rate (FDR) and log2 FC of the ChIP-Seq binding signal of each dPC. Differential sit
[2]
FDR level. Genome regions with differential ChIP-Seq binding signals were annotated by HOMER soft
order_basis
paper_text_order:2189
id
assay:2
[2] object · 11 fields
role
analysis
definition_id
principal_component_analysis
definition_version
f2132e96ae6c7a4e
required_operations array · 1 item
[0]
pca_fit
support_state
supported
source_hashes object · 1 field
dsl_catalogue
f2132e96ae6c7a4e
evidence array · 1 item
[0]
Using dPCA (www.biostat.jhsph.edu/dpca), the present study analyzed differential levels of H3K4me3, H3K27ac and H3K79me2 at WT MLL and MLL-AF9 binding sites in MLL-AF9 leukemia cells and normal hematopoietic cells.
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:31789407", "kind": "science-record", "revision": 6, "content_hash": "sha256:c8c1ceeb377c836413033cc21ff9d3a89255ec9cda2e51e0894a6aa52cb9d0bc", "created_at": "2026-11-01T15:40:52Z", "updated_at": "2026-11-01T21:22:40Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Integrated transcriptomic and epigenetic data analysis identifiesaberrant expression of genes in acute myeloid leukemia with MLL‑AF9 translocation.", "doi": "10.3892/mmr.2019.10849", "pmid": "31789407", "authors": ["Fangce Wang", "Zheng Li", "Guangming Wang", "Xiaoxue Tian", "Jie Zhou", "Wenlei Yu", "Zhuoyi Fan", "Lin Dong", "Jinyuan Lu", "Jun Xu", "Wenjun Zhang", "Aibin Liang"], "journal": "Molecular medicine reports", "year": 2020, "abstract": "Rearrangement of the mixed lineage leukemia (MLL; also known as lysine methyltransferase 2A) gene is a recurrent genomic aberration in acute myeloid leukemia (AML). MLLT3, super elongation complex subunit (AF9) is one of the most common MLL fusion partners in AML. The present study aimed to explore the aberrant expression of genes associated with the MLL‑AF9 translocation and identified potential new targets for the therapy of AML with MLL‑AF9 translocation. The transcriptomic and epigenetic datasets were downloaded from National Center of Biotechnology Information Gene Expression Omnibus (GEO) database. Differentially expressed genes were obtained from two independent datasets (GSE68643 and GSE73457). Gene Ontology biological process and Kyoto Encyclopedia of Genes and Genomes pathway enrichment analysis was performed using the Database for Annotation, Visualization and Integrated Discovery. MLL‑AF9‑associated chromatin immunoprecipitation sequencing (ChIP‑Seq) data was analyzed and identified binding sites for MLL‑AF9 and wild type MLL (MLL WT). The ChIP‑Seq of histone modification data was downloaded from the GEO database, including histone 3 lysine 4 trimethylation (H3K4me3), histone 3 lysine 79 dimethylation (H3K79me2) and histone 3 lysine 27 acetylation (H3K27ac), was used for comparing histone modification marks between the MLL‑AF9 leukemia cells and normal hematopoietic cells at MLL‑AF9 and MLL WT binding sites. The differentially expressed genes with the same trend in H3K79me2, H3K27ac and H3K4me3 alteration were identified as potential MLL‑AF9 direct target genes. Upon validation using RNA‑Seq data from the Therapeutically Applicable Research to Generate Effective Treatments AML project, eight potential direct target genes of MLL‑AF9 were identified and further confirmed in MLL‑AF9 mouse model using reverse transcription‑quantitative polymerase chain reaction. These genes may have a critical role in AML with MLL‑AF9 translocation.", "claims": [{"id": "claim-method", "statement": "Using dPCA (www.biostat.jhsph.edu/dpca), the present study analyzed differential levels of H3K4me3, H3K27ac and H3K79me2 at WT MLL and MLL-AF9 binding sites in MLL-AF9 leukemia cells and normal hematopoietic cells.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:31789407", "locator": "sections[8] \"Analysis of differential chromatin patterns at the WT MLL and MLL-AF9 binding sites\" paragraph 2", "quote": "Using dPCA (www.biostat.jhsph.edu/dpca), the present study analyzed differential levels of H3K4me3, H3K27ac and H3K79me2 at WT MLL and MLL-AF9 binding sites in MLL-AF9 leukemia cells and normal hematopoietic cells."}], "state": "complete"}, {"id": "claim-data-access", "statement": "The datasets used and/or analyzed during the current study are available from the corresponding authors on reasonable request.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:31789407", "locator": "sections[26] \"Availability of data and materials\" paragraph 2", "quote": "The datasets used and/or analyzed during the current study are available from the corresponding authors on reasonable request."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": null, "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:31789407"], "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:GSE54344"], "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:GSE54344"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:31789407", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.3892/mmr.2019.10849", "sha256": "sha256:9d127240334285a14054798d8432b0c8f541e9c45432baaf64184214c9a53fdf", "bytes": 27926, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.3892/mmr.2019.10849", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC6947934", "source": "europe_pmc_fulltext", "coverage": "whole_body_without_references", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:GSE54344", "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=GSE54344", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE54344", "version": null, "note": "The datasets used and/or analyzed during the current study are available from the corresponding authors on reasonable request.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The datasets used and/or analyzed during the current study are available from the corresponding authors on reasonable request.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM1313522", "GSM1313523", "GSM1313524", "GSM1313525", "GSM1313526", "GSM1313527", "GSM1313528", "GSM1313529", "GSM1313530"], "sample_count": 9, "group_sizes": null, "group_sizes_basis": null, "platform": "10999", "taxon": "Homo sapiens", "title": "Aberrant chromatin acetylation in MLL-AF9 leukemia mediates the response to HDAC inhibition (ChIP-Seq)", "resolution_checked_at": "2026-11-01T15:39:54Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "data:geo:GSE68643", "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=GSE68643", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE68643", "version": null, "note": "The datasets used and/or analyzed during the current study are available from the corresponding authors on reasonable request.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The datasets used and/or analyzed during the current study are available from the corresponding authors on reasonable request.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM1677966", "GSM1677967", "GSM1677968", "GSM1677969", "GSM1677970", "GSM1677971", "GSM1677972", "GSM1677973", "GSM1677974", "GSM1677975", "GSM1677976", "GSM1677977", "GSM1677978", "GSM1677979", "GSM1677980", "GSM1677981", "GSM1677982", "GSM1677983", "GSM1677984", "GSM1677985"], "sample_count": 20, "group_sizes": null, "group_sizes_basis": null, "platform": "16570", "taxon": "Mus musculus", "title": "PBX3 cooperates with MEISI in causing rapid acute myeloid leukemia and recapitulates the core transcriptome of MLL-rearranged leukemia", "resolution_checked_at": "2026-11-01T15:39:55Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "data:geo:GSE73457", "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=GSE73457", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE73457", "version": null, "note": "The datasets used and/or analyzed during the current study are available from the corresponding authors on reasonable request.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The datasets used and/or analyzed during the current study are available from the corresponding authors on reasonable request.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM1894174", "GSM1894175", "GSM1894176", "GSM1894177", "GSM1894178", "GSM1894179", "GSM1894180", "GSM1894181", "GSM1894182", "GSM1894183", "GSM1894184", "GSM1894185"], "sample_count": 12, "group_sizes": null, "group_sizes_basis": null, "platform": "13112", "taxon": "Mus musculus", "title": "Genome-wide analysis of gene expression in MLL translocation transformed mouse leukemia cell lines", "resolution_checked_at": "2026-11-01T15:39:55Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "data:geo:GSE79899", "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=GSE79899", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE79899", "version": null, "note": "The datasets used and/or analyzed during the current study are available from the corresponding authors on reasonable request.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The datasets used and/or analyzed during the current study are available from the corresponding authors on reasonable request.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM2108033", "GSM2108034", "GSM2108035", "GSM2108036", "GSM2108037", "GSM2108038", "GSM2108039", "GSM2108040", "GSM2108041", "GSM2108042", "GSM2108043", "GSM2108044", "GSM2108045", "GSM2108046", "GSM2108047", "GSM2108048", "GSM2108049", "GSM2108050", "GSM2108051", "GSM2108052", "GSM2108053", "GSM2108054", "GSM2108055", "GSM2108056"], "sample_count": 24, "group_sizes": null, "group_sizes_basis": null, "platform": "10999;11154", "taxon": "Homo sapiens", "title": "The MLL-AF9 and MLL-AF4 oncofusion proteins bind a distinct enhancer repertoire and target the RUNX1 program in MLLr AML", "resolution_checked_at": "2026-11-01T15:39:55Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "data:geo:GSE83671", "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=GSE83671", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE83671", "version": null, "note": "The datasets used and/or analyzed during the current study are available from the corresponding authors on reasonable request.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The datasets used and/or analyzed during the current study are available from the corresponding authors on reasonable request.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM2212231", "GSM2212232", "GSM2212233", "GSM2212234", "GSM2212235", "GSM2212236", "GSM2212237", "GSM2212238", "GSM2212239", "GSM2212240", "GSM2212241", "GSM2212242", "GSM2212243", "GSM2212244", "GSM2212245", "GSM2212246", "GSM2212247", "GSM2212248", "GSM2212249", "GSM2212250", "GSM2212251", "GSM2212252", "GSM2212253", "GSM2212254", "GSM2212255", "GSM2212256", "GSM2212257", "GSM2212258", "GSM2212259", "GSM2212260", "GSM2212261", "GSM2212262", "GSM2212263", "GSM2212264", "GSM2212265", "GSM2212266", "GSM2212267", "GSM2212268", "GSM2212269", "GSM2212270", "GSM2212271", "GSM2212272", "GSM2212273", "GSM2212274", "GSM2364542", "GSM2364543", "GSM2364544", "GSM2364545", "GSM2364546", "GSM2364547", "GSM2364548", "GSM2364549", "GSM2364550", "GSM2364551", "GSM2364552", "GSM2364553", "GSM2364554", "GSM2364555", "GSM2364556"], "sample_count": 59, "group_sizes": null, "group_sizes_basis": null, "platform": "11154;16791;18573", "taxon": "Homo sapiens", "title": "MLL-AF4 Spreading Identifies Binding Sites that Are Distinct from Super-Enhancers and that Govern Sensitivity to DOT1L Inhibition in Leukemia.", "resolution_checked_at": "2026-11-01T15:39:55Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "data:geo:GSE89336", "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=GSE89336", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE89336", "version": null, "note": "The datasets used and/or analyzed during the current study are available from the corresponding authors on reasonable request.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The datasets used and/or analyzed during the current study are available from the corresponding authors on reasonable request.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM2366240", "GSM2366241", "GSM2366242", "GSM2366243", "GSM2366244", "GSM2366245", "GSM2366246", "GSM2366247", "GSM2366248"], "sample_count": 9, "group_sizes": null, "group_sizes_basis": null, "platform": "11154", "taxon": "Homo sapiens", "title": "Abnormal intragenic transcriptional activation in the BRE gene in MLL-rearranged and MOZ-CBP+ AML", "resolution_checked_at": "2026-11-01T15:39:55Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}], "gaps": ["asset:data:geo:GSE54344 not downloaded", "asset:data:geo:GSE54344 licence not read", "asset:data:geo:GSE68643 not downloaded", "asset:data:geo:GSE68643 licence not read", "asset:data:geo:GSE73457 not downloaded", "asset:data:geo:GSE73457 licence not read", "asset:data:geo:GSE79899 not downloaded", "asset:data:geo:GSE79899 licence not read", "asset:data:geo:GSE83671 not downloaded", "asset:data:geo:GSE83671 licence not read", "asset:data:geo:GSE89336 not downloaded", "asset:data:geo:GSE89336 licence not read"]}, "analysis": {"state": "complete", "methods": [{"id": "method-1", "family": "principal_component_analysis", "specific": "pca", "label": "Principal component analysis", "dsl_operations": ["pca_fit"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["wide_numeric_matrix"], "evidence": {"score": 1.0, "band": "verbatim", "quote": "Using dPCA (www.biostat.jhsph.edu/dpca), the present study analyzed differential levels of H3K4me3, H3K27ac and H3K79me2 at WT MLL and MLL-AF9 binding sites in MLL-AF9 leukemia cells and normal hematopoietic cells."}}, {"id": "method-2", "family": "network_analysis", "specific": "pathway_enrichment", "label": "Network / pathway analysis", "dsl_operations": ["pathway_enrich"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["edge_list"], "evidence": {"score": 0.7, "band": "medium", "quote": "pathway enrichment"}}], "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": ["pca_fit"], "missing_operations": [], "basis": "The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: pca."}, "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": ["GSE68643", "GSE73457", "GSE89336", "GSE79899", "GSE54344", "GSE83671"], "resolved_accessions": ["GSE68643", "GSE73457", "GSE89336", "GSE79899", "GSE54344", "GSE83671"], "statements": ["The datasets used and/or analyzed during the current study are available from the corresponding authors on reasonable request."], "basis": "The paper names GSE68643, GSE73457, GSE89336, GSE79899, GSE54344, GSE83671 in National Center for Biotechnology Information Gene Expression Omnibus (GEO) and the accession resolves in the repository. No dataset was downloaded and no licence was read."}}, "can_run": {"dsl_operations": ["pca_fit"], "assets": ["source:pmid:31789407", "data:geo:GSE54344"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:GSE54344"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-10-31T18:17:08Z", "independence": "single_reader"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 3, "usage": {"prompt_tokens": 22530, "completion_tokens": 2853, "cached_tokens": 784}}, "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:31789407", "type": "paper", "label": "pmid:31789407"}, {"id": "source:pmid:31789407", "type": "manuscript", "label": "PMID 31789407 full text"}, {"id": "data:geo:GSE54344", "type": "dataset", "label": "GEO GSE54344"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:31789407", "type": "paper", "label": "pmid:31789407"}, {"id": "source:pmid:31789407", "type": "manuscript", "label": "PMID 31789407 full text"}, {"id": "data:geo:GSE54344", "type": "dataset", "label": "GEO GSE54344"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-31789407", "type": "extraction", "used": ["source:pmid:31789407"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-GSE54344", "type": "accession_resolution", "used": ["data:geo:GSE54344"], "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:31789407", "parent_hash": "sha256:b1bdb2145503c7b0cf4fbd5138311f058f3543344dc13d2cee71ba85a44b4462", "fork_of": null, "generation": 5}, "gaps": ["asset:data:geo:GSE54344 licence not read", "asset:data:geo:GSE54344 not downloaded", "asset:data:geo:GSE68643 licence not read", "asset:data:geo:GSE68643 not downloaded", "asset:data:geo:GSE73457 licence not read", "asset:data:geo:GSE73457 not downloaded", "asset:data:geo:GSE79899 licence not read", "asset:data:geo:GSE79899 not downloaded", "asset:data:geo:GSE83671 licence not read", "asset:data:geo:GSE83671 not downloaded", "asset:data:geo:GSE89336 licence not read", "asset:data:geo:GSE89336 not downloaded", "execution.not_run", "review.human_critique", "review.independent_reader", "review.machine_critique"], "assays": [{"role": "data_generation", "definition_id": "animal_model", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.99, "evidence": ["identified and further confirmed in MLL‑AF9 mouse model using reverse transcription‑quantitative pol", "identified and further confirmed in MLL‑AF9 mouse model using reverse transcription‑quantitati"], "order_basis": "paper_text_order:1927", "id": "assay:1"}, {"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": ["at the WT MLL and MLL-AF9 binding sites The ChIP-Seq data of histone modifications downloaded fro", "alse discovery rate (FDR) and log2 FC of the ChIP-Seq binding signal of each dPC. Differential sit", "FDR level. Genome regions with differential ChIP-Seq binding signals were annotated by HOMER soft"], "order_basis": "paper_text_order:2189", "id": "assay:2"}, {"role": "analysis", "definition_id": "principal_component_analysis", "definition_version": "f2132e96ae6c7a4e", "definition_digest": null, "required_operations": ["pca_fit"], "support_state": "supported", "source_hashes": {"dsl_catalogue": "f2132e96ae6c7a4e"}, "confidence": 1.0, "evidence": ["Using dPCA (www.biostat.jhsph.edu/dpca), the present study analyzed differential levels of H3K4me3, H3K27ac and H3K79me2 at WT MLL and MLL-AF9 binding sites in MLL-AF9 leukemia cells and normal hematopoietic cells."], "order_basis": "consumes_earlier_output", "id": "assay:3"}]}