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

pmid:30662604

EFNB2 acts as the target of miR-557 to facilitate cell proliferation, migration and invasion in pancreatic ductal adenocarcinoma by bioinformatics analysis and verification.

Yalu Zhang · Rundong Zhang · Xi Ding · Kaixing Ai

American journal of translational research · 2018

Paper

partial

Experiment

complete

Data

partial

Analysis

absent

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:30662604
kind
science-record
content_hash
sha256:7b986368c33bfd11a4adac69d3e1fcf65278833db1249050cbc7cf7f49eef61b
schema
https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json
created_at
2026-11-01T17:32:34Z
updated_at
2026-11-01T18:50:19Z
generator object · 2 fields
name
corpus-assay-engine
run_id
reading-sci-2026-11-01
paper object · 10 fields
state
partial
title
EFNB2 acts as the target of miR-557 to facilitate cell proliferation, migration and invasion in pancreatic ductal adenocarcinoma by bioinformatics analysis and verification.
doi
null
pmid
30662604
authors array · 4 items
[0]
Yalu Zhang
[1]
Rundong Zhang
[2]
Xi Ding
[3]
Kaixing Ai
journal
American journal of translational research
year
2018
abstract
This study aims to identify the pivotal microRNAs (miRNAs) and genes, and their potential regulatory mechanisms in pancreatic ductal adenocarcinoma (PDAC) through bioinformatics analysis and experimental verification. We comprehensively analyzed two miRNA microarray datasets (GSE32678 and GSE43796) and three gene microarray datasets (GSE28735, GSE41368 and GSE71989), which were downloaded from the Gene Expression Omnibus (GEO) database, and identified the total of 8 differentially expressed miRNAs (DEMs) and 257 differentially expressed genes (DEGs) in common. Next, a new miRNA-mRNA regulatory network was constructed by bioinformatics methods, including 7 miRNAs, 58 putative target genes and 80 interaction pairs of miRNA-mRNA. Scrutinized by OncoLnc and GEPIA, it was found that 3 of 7 miRNAs (miR-21, miR-196b and miR-203) and 20 of 58 genes (MXRA5, EPYC, ECT2, COL12A1, SLC6A14, SLC7A2, BTG2, PDK4, CTNND2, NRP2, PXDN, CD109, TGFBI, LRRN1, ITGA2, DKK1, GREM1, EFNB2, SEMA3C and NT5E) were notably associated with prognosis in patients with PDAC. Furthermore, EFNB2 was significantly upregulated in PDAC compared with normal controls from different public databases. Cellular function experiments demonstrated that EFNB2 knockdown inhibited cell proliferation, migration and invasion in SW1990 cells. Western blot and luciferase reporter assays revealed that miR-557 negatively regulated the expression of EFNB2 by directly binging its 3' UTR. In conclusion, we performed integrated analysis for multiple expression profiles, and provided novel candidate miRNAs and genes to be exploited for functional studies. In addition, our findings suggested that EFNB2 contributes to PDAC progression by acting as the target gene of miR-557. It is useful for uncovering miRNA-based treatments in PDAC.
claims array · 2 items
[0] object · 6 fields
id
claim-data-access
statement
We comprehensively analyzed two miRNA microarray datasets (GSE32678 and GSE43796) and three gene microarray datasets (GSE28735, GSE41368 and GSE71989), which were downloaded from the Gene Expression Omnibus (GEO) database, and identified the total of 8 differentially expressed miRNAs (DEMs) and 257 differentially expressed genes (DEGs) in common.
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:30662604
locator
sections[0] "Abstract" paragraph 1
quote
We comprehensively analyzed two miRNA microarray datasets (GSE32678 and GSE43796) and three gene microarray datasets (GSE28735, GSE41368 and GSE71989), which were downloaded from the Gene Expression Omnibus (GEO) database, and identified the total of 8 differentially expressed miRNAs (DEMs) and 257 differentially expressed genes (DEGs) in common.
state
complete
[1] object · 6 fields
id
claim-target-result
statement
The study identified 8 differentially expressed miRNAs and 257 differentially expressed genes in common across the analyzed public datasets.
kind
qualitative
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:30662604
locator
sections[0] "Abstract" paragraph 1
quote
We comprehensively analyzed two miRNA microarray datasets (GSE32678 and GSE43796) and three gene microarray datasets (GSE28735, GSE41368 and GSE71989), which were downloaded from the Gene Expression Omnibus (GEO) database, and identified the total of 8 differentially expressed miRNAs (DEMs) and 257 differentially expressed genes (DEGs) in common.
state
complete
gaps array · 1 item
[0]
doi
experiment object · 8 fields
state
complete
objective
The study identified 8 differentially expressed miRNAs and 257 differentially expressed genes in common across the analyzed public datasets.
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:30662604
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:GSE28735
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:GSE28735
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 · 6 items
[0] object · 15 fields
id
source:pmid:30662604
role
manuscript
format
xml
media_type
application/xml
uri
null
sha256
sha256:eaa293f6472fecaaad3b994a1c99c497c8a78449d2ae9a1ec92822eeeee95686
bytes
1815
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
30662604
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
PMC6291708
source
ncbi_pmc_fulltext
coverage
whole_body
text_hash_scope
rendered_section_body
[1] object · 15 fields
id
data:geo:GSE28735
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=GSE28735
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE28735
version
null
note
We comprehensively analyzed two miRNA microarray datasets (GSE32678 and GSE43796) and three gene microarray datasets (GSE28735, GSE41368 and GSE71989), which were downloaded from the Gene Expression Omnibus (GEO) database, and identified the total of 8 differentially expressed miRNAs (DEMs) and 257 differentially expressed genes (DEGs) in common.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
We comprehensively analyzed two miRNA microarray datasets (GSE32678 and GSE43796) and three gene microarray datasets (GSE28735, GSE41368 and GSE71989), which were downloaded from the Gene Expression Omnibus (GEO) database, and identified the total of 8 differentially expressed miRNAs (DEMs) and 257 differentially expressed genes (DEGs) in common.
access_statement_kind
repository_route_statement
sample_accessions array · 90 items
[0]
GSM711904
[1]
GSM711905
[2]
GSM711906
[3]
GSM711907
[4]
GSM711908
[5]
GSM711909
[6]
GSM711910
[7]
GSM711911
[8]
GSM711912
[9]
GSM711913
[10]
GSM711914
[11]
GSM711915
[12]
GSM711916
[13]
GSM711917
[14]
GSM711918
[15]
GSM711919
[16]
GSM711920
[17]
GSM711921
[18]
GSM711922
[19]
GSM711923
[20]
GSM711924
[21]
GSM711925
[22]
GSM711926
[23]
GSM711927
[24]
GSM711928
[25]
GSM711929
[26]
GSM711930
[27]
GSM711931
[28]
GSM711932
[29]
GSM711933
[30]
GSM711934
[31]
GSM711935
[32]
GSM711936
[33]
GSM711937
[34]
GSM711938
[35]
GSM711939
[36]
GSM711940
[37]
GSM711941
[38]
GSM711942
[39]
GSM711943
[40]
GSM711944
[41]
GSM711945
[42]
GSM711946
[43]
GSM711947
[44]
GSM711948
[45]
GSM711949
[46]
GSM711950
[47]
GSM711951
[48]
GSM711952
[49]
GSM711953
[50]
GSM711954
[51]
GSM711955
[52]
GSM711956
[53]
GSM711957
[54]
GSM711958
[55]
GSM711959
[56]
GSM711960
[57]
GSM711961
[58]
GSM711962
[59]
GSM711963
[60]
GSM711964
[61]
GSM711965
[62]
GSM711966
[63]
GSM711967
[64]
GSM711968
[65]
GSM711969
[66]
GSM711970
[67]
GSM711971
[68]
GSM711972
[69]
GSM711973
[70]
GSM711974
[71]
GSM711975
[72]
GSM711976
[73]
GSM711977
[74]
GSM711978
[75]
GSM711979
[76]
GSM711980
[77]
GSM711981
[78]
GSM711982
[79]
GSM711983
[80]
GSM711984
[81]
GSM711985
[82]
GSM711986
[83]
GSM711987
[84]
GSM711988
[85]
GSM711989
[86]
GSM711990
[87]
GSM711991
[88]
GSM711992
[89]
GSM711993
sample_count
90
group_sizes
null
group_sizes_basis
null
platform
6244
taxon
Homo sapiens
title
Microarray gene-expression profiles of 45 matching pairs of pancreatic tumor and adjacent non-tumor tissues from 45 patients with pancreatic ductal adenocarcinoma
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:GSE32678
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=GSE32678
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE32678
version
null
note
We comprehensively analyzed two miRNA microarray datasets (GSE32678 and GSE43796) and three gene microarray datasets (GSE28735, GSE41368 and GSE71989), which were downloaded from the Gene Expression Omnibus (GEO) database, and identified the total of 8 differentially expressed miRNAs (DEMs) and 257 differentially expressed genes (DEGs) in common.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
We comprehensively analyzed two miRNA microarray datasets (GSE32678 and GSE43796) and three gene microarray datasets (GSE28735, GSE41368 and GSE71989), which were downloaded from the Gene Expression Omnibus (GEO) database, and identified the total of 8 differentially expressed miRNAs (DEMs) and 257 differentially expressed genes (DEGs) in common.
access_statement_kind
repository_route_statement
sample_accessions array · 32 items
[0]
GSM811039
[1]
GSM811040
[2]
GSM811041
[3]
GSM811042
[4]
GSM811043
[5]
GSM811044
[6]
GSM811045
[7]
GSM811046
[8]
GSM811047
[9]
GSM811048
[10]
GSM811049
[11]
GSM811050
[12]
GSM811051
[13]
GSM811052
[14]
GSM811053
[15]
GSM811054
[16]
GSM811055
[17]
GSM811056
[18]
GSM811057
[19]
GSM811058
[20]
GSM811059
[21]
GSM811060
[22]
GSM811061
[23]
GSM811062
[24]
GSM811063
[25]
GSM811064
[26]
GSM811065
[27]
GSM811066
[28]
GSM811067
[29]
GSM811068
[30]
GSM811069
[31]
GSM811070
sample_count
32
group_sizes
null
group_sizes_basis
null
platform
7723
taxon
Homo sapiens; Human betaherpesvirus 5; Murid gammaherpesvirus 4; Betapolyomavirus hominis; Mus musculus; Rattus norvegicus; Murid betaherpesvirus 1; JC polyomavirus; Human immunodeficiency virus 1; Human alphaherpesvirus 1; human gammaherpesvirus 4; Human gammaherpesvirus 8; Betapolyomavirus macacae
title
Integrative Survival-Based Molecular Profiling of Human Pancreatic Cancer [miRNA]
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:GSE41368
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=GSE41368
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE41368
version
null
note
We comprehensively analyzed two miRNA microarray datasets (GSE32678 and GSE43796) and three gene microarray datasets (GSE28735, GSE41368 and GSE71989), which were downloaded from the Gene Expression Omnibus (GEO) database, and identified the total of 8 differentially expressed miRNAs (DEMs) and 257 differentially expressed genes (DEGs) in common.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
We comprehensively analyzed two miRNA microarray datasets (GSE32678 and GSE43796) and three gene microarray datasets (GSE28735, GSE41368 and GSE71989), which were downloaded from the Gene Expression Omnibus (GEO) database, and identified the total of 8 differentially expressed miRNAs (DEMs) and 257 differentially expressed genes (DEGs) in common.
access_statement_kind
repository_route_statement
sample_accessions array · 12 items
[0]
GSM1015732
[1]
GSM1015733
[2]
GSM1015734
[3]
GSM1015735
[4]
GSM1015736
[5]
GSM1015737
[6]
GSM1015738
[7]
GSM1015739
[8]
GSM1015740
[9]
GSM1015741
[10]
GSM1015742
[11]
GSM1015743
sample_count
12
group_sizes
null
group_sizes_basis
null
platform
6244
taxon
Homo sapiens
title
Combinatorial analysis of miRNA and mRNA expression in pancreatic ductal adenocarcinoma (PDAC)_mRNA
resolution_checked_at
2026-11-01T15:39:54Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[4] object · 15 fields
id
data:geo:GSE43796
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=GSE43796
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE43796
version
null
note
We comprehensively analyzed two miRNA microarray datasets (GSE32678 and GSE43796) and three gene microarray datasets (GSE28735, GSE41368 and GSE71989), which were downloaded from the Gene Expression Omnibus (GEO) database, and identified the total of 8 differentially expressed miRNAs (DEMs) and 257 differentially expressed genes (DEGs) in common.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
We comprehensively analyzed two miRNA microarray datasets (GSE32678 and GSE43796) and three gene microarray datasets (GSE28735, GSE41368 and GSE71989), which were downloaded from the Gene Expression Omnibus (GEO) database, and identified the total of 8 differentially expressed miRNAs (DEMs) and 257 differentially expressed genes (DEGs) in common.
access_statement_kind
repository_route_statement
sample_accessions array · 31 items
[0]
GSM1071387
[1]
GSM1071388
[2]
GSM1071389
[3]
GSM1071390
[4]
GSM1071391
[5]
GSM1071392
[6]
GSM1071393
[7]
GSM1071394
[8]
GSM1071395
[9]
GSM1071396
[10]
GSM1071397
[11]
GSM1071398
[12]
GSM1071399
[13]
GSM1071400
[14]
GSM1071401
[15]
GSM1071402
[16]
GSM1071403
[17]
GSM1071404
[18]
GSM1071405
[19]
GSM1071406
[20]
GSM1071407
[21]
GSM1071408
[22]
GSM1071409
[23]
GSM1071410
[24]
GSM1071411
[25]
GSM1071412
[26]
GSM1071413
[27]
GSM1071414
[28]
GSM1071415
[29]
GSM1071416
[30]
GSM1071417
sample_count
31
group_sizes
null
group_sizes_basis
null
platform
15159
taxon
Homo sapiens
title
microRNA expression of pancreatic tumors
resolution_checked_at
2026-11-01T17:30:42Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[5] object · 15 fields
id
data:geo:GSE71989
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=GSE71989
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE71989
version
null
note
We comprehensively analyzed two miRNA microarray datasets (GSE32678 and GSE43796) and three gene microarray datasets (GSE28735, GSE41368 and GSE71989), which were downloaded from the Gene Expression Omnibus (GEO) database, and identified the total of 8 differentially expressed miRNAs (DEMs) and 257 differentially expressed genes (DEGs) in common.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
We comprehensively analyzed two miRNA microarray datasets (GSE32678 and GSE43796) and three gene microarray datasets (GSE28735, GSE41368 and GSE71989), which were downloaded from the Gene Expression Omnibus (GEO) database, and identified the total of 8 differentially expressed miRNAs (DEMs) and 257 differentially expressed genes (DEGs) in common.
access_statement_kind
repository_route_statement
sample_accessions array · 22 items
[0]
GSM1849335
[1]
GSM1849336
[2]
GSM1849337
[3]
GSM1849338
[4]
GSM1849339
[5]
GSM1849340
[6]
GSM1849341
[7]
GSM1849342
[8]
GSM1849343
[9]
GSM1849344
[10]
GSM1849345
[11]
GSM1849346
[12]
GSM1849347
[13]
GSM1849348
[14]
GSM1849349
[15]
GSM1849350
[16]
GSM1849351
[17]
GSM1849352
[18]
GSM1849353
[19]
GSM1849354
[20]
GSM1849355
[21]
GSM1849356
sample_count
22
group_sizes
null
group_sizes_basis
null
platform
570
taxon
Homo sapiens
title
The gene expression of normal pancreatic and PDAC tisssues.
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 · 10 items
[0]
asset:data:geo:GSE28735 not downloaded
[1]
asset:data:geo:GSE28735 licence not read
[2]
asset:data:geo:GSE32678 not downloaded
[3]
asset:data:geo:GSE32678 licence not read
[4]
asset:data:geo:GSE41368 not downloaded
[5]
asset:data:geo:GSE41368 licence not read
[6]
asset:data:geo:GSE43796 not downloaded
[7]
asset:data:geo:GSE43796 licence not read
[8]
asset:data:geo:GSE71989 not downloaded
[9]
asset:data:geo:GSE71989 licence not read
analysis object · 4 fields
state
absent
methods array · 0 items
targets array · 0 items
gaps array · 2 items
[0]
method
[1]
operations
capability object · 3 fields
state
complete
requirements array · 1 item
[0] object · 6 fields
capability_id
capability:computational_analysis
label
Computational analysis platform
assay_families array · 9 items
[0]
meta_analysis
[1]
machine_learning
[2]
survival_analysis
[3]
statistical_regression
[4]
pca
[5]
molecular_docking
[6]
network_analysis
[7]
differential_expression
[8]
gwas
candidate
Automated Assays Laravel application and simulated adapters
gaps array · 0 items
readiness object · 8 fields
state
blocked
tier
R4
blocking_axis
method
blocked_on
method:not_determinable
axes object · 3 fields
method object · 5 fields
tier
R4
expressible
false
required_operations array · 0 items
missing_operations array · 0 items
basis
The reader quoted the method the paper names (not named), but the corpus's method extractor could not map it onto a DSL operation, so the method is published but not expressible.
capability object · 4 fields
tier
R1
capability_id
capability:computational_analysis
availability_state
owned
basis
The computational analysis is owned. The physical bench the paper used is not, so a physical validation cannot be run here.
data object · 6 fields
tier
R1
reachable
true
accessions array · 5 items
[0]
GSE32678
[1]
GSE43796
[2]
GSE28735
[3]
GSE41368
[4]
GSE71989
resolved_accessions array · 5 items
[0]
GSE32678
[1]
GSE43796
[2]
GSE28735
[3]
GSE41368
[4]
GSE71989
statements array · 1 item
[0]
We comprehensively analyzed two miRNA microarray datasets (GSE32678 and GSE43796) and three gene microarray datasets (GSE28735, GSE41368 and GSE71989), which were downloaded from the Gene Expression Omnibus (GEO) database, and identified the total of 8 differentially expressed miRNAs (DEMs) and 257 differentially expressed genes (DEGs) in common.
basis
The paper names GSE32678, GSE43796, GSE28735, GSE41368, GSE71989 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 · 2 items
[0]
source:pmid:30662604
[1]
data:geo:GSE28735
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:GSE28735
gaps array · 1 item
[0]
method:not_determinable
review object · 5 fields
state
partial
machine_critique object · 5 fields
kind
extraction_review
reader object · 5 fields
model
MiniMax-M3.1-Flash
provider
minimax
provider_family
minimax
read_at
2026-11-01T16:58:19Z
independence
single_reader
evidence_check object · 2 fields
method
null
availability
null
calls
5
usage object · 3 fields
prompt_tokens
2077
completion_tokens
1363
cached_tokens
128
stages array · 1 item
[0] object · 4 fields
id
extraction
state
complete
reader
MiniMax-M3.1-Flash
provider
minimax
gaps array · 3 items
[0]
review.independent_reader
[1]
review.machine_critique
[2]
review.human_critique
execution object · 5 fields
state
absent
status
not_run
mode
null
runs array · 0 items
gaps array · 1 item
[0]
execution.not_run
provenance object · 7 fields
entities array · 3 items
[0] object · 3 fields
id
pmid:30662604
type
paper
label
pmid:30662604
[1] object · 3 fields
id
source:pmid:30662604
type
manuscript
label
PMID 30662604 full text
[2] object · 3 fields
id
data:geo:GSE28735
type
dataset
label
GEO GSE28735
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:30662604
type
paper
label
pmid:30662604
[1] object · 3 fields
id
source:pmid:30662604
type
manuscript
label
PMID 30662604 full text
[2] object · 3 fields
id
data:geo:GSE28735
type
dataset
label
GEO GSE28735
agent
agent:corpus-assay-engine
[1] object · 4 fields
id
activity-read-30662604
type
extraction
used array · 1 item
[0]
source:pmid:30662604
agent
agent:minimax-reader
[2] object · 4 fields
id
activity-resolve-GSE28735
type
accession_resolution
used array · 1 item
[0]
data:geo:GSE28735
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:30662604
parent_hash
sha256:26bc22a222efd166f46e27e2e42ebeb19b2d8e252f76819ef8659f76ea787957
fork_of
null
gaps array · 17 items
[0]
asset:data:geo:GSE28735 licence not read
[1]
asset:data:geo:GSE28735 not downloaded
[2]
asset:data:geo:GSE32678 licence not read
[3]
asset:data:geo:GSE32678 not downloaded
[4]
asset:data:geo:GSE41368 licence not read
[5]
asset:data:geo:GSE41368 not downloaded
[6]
asset:data:geo:GSE43796 licence not read
[7]
asset:data:geo:GSE43796 not downloaded
[8]
asset:data:geo:GSE71989 licence not read
[9]
asset:data:geo:GSE71989 not downloaded
[10]
doi
[11]
execution.not_run
[12]
method
[13]
operations
[14]
review.human_critique
[15]
review.independent_reader
[16]
review.machine_critique
assays array · 2 items
[0] object · 11 fields
role
data_generation
definition_id
transfection
definition_version
99e1195c7d6f
required_operations array · 0 items
support_state
partial
source_hashes object · 1 field
assay_lexicon
99e1195c7d6f
confidence
0.85
evidence array · 1 item
[0]
function experiments demonstrated that EFNB2 knockdown inhibited cell proliferation, migration and
order_basis
paper_text_order:1361
id
assay:1
[1] object · 11 fields
role
data_generation
definition_id
western_blot
definition_version
99e1195c7d6f
required_operations array · 0 items
support_state
partial
source_hashes object · 1 field
assay_lexicon
99e1195c7d6f
confidence
0.93
evidence array · 1 item
[0]
ion, migration and invasion in SW1990 cells. Western blot and luciferase reporter assays revealed that
order_basis
paper_text_order:1441
id
assay:2
Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:30662604", "kind": "science-record", "revision": 2, "content_hash": "sha256:7b986368c33bfd11a4adac69d3e1fcf65278833db1249050cbc7cf7f49eef61b", "created_at": "2026-11-01T17:32:34Z", "updated_at": "2026-11-01T18:50:19Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "partial", "title": "EFNB2 acts as the target of miR-557 to facilitate cell proliferation, migration and invasion in pancreatic ductal adenocarcinoma by bioinformatics analysis and verification.", "doi": null, "pmid": "30662604", "authors": ["Yalu Zhang", "Rundong Zhang", "Xi Ding", "Kaixing Ai"], "journal": "American journal of translational research", "year": 2018, "abstract": "This study aims to identify the pivotal microRNAs (miRNAs) and genes, and their potential regulatory mechanisms in pancreatic ductal adenocarcinoma (PDAC) through bioinformatics analysis and experimental verification. We comprehensively analyzed two miRNA microarray datasets (GSE32678 and GSE43796) and three gene microarray datasets (GSE28735, GSE41368 and GSE71989), which were downloaded from the Gene Expression Omnibus (GEO) database, and identified the total of 8 differentially expressed miRNAs (DEMs) and 257 differentially expressed genes (DEGs) in common. Next, a new miRNA-mRNA regulatory network was constructed by bioinformatics methods, including 7 miRNAs, 58 putative target genes and 80 interaction pairs of miRNA-mRNA. Scrutinized by OncoLnc and GEPIA, it was found that 3 of 7 miRNAs (miR-21, miR-196b and miR-203) and 20 of 58 genes (MXRA5, EPYC, ECT2, COL12A1, SLC6A14, SLC7A2, BTG2, PDK4, CTNND2, NRP2, PXDN, CD109, TGFBI, LRRN1, ITGA2, DKK1, GREM1, EFNB2, SEMA3C and NT5E) were notably associated with prognosis in patients with PDAC. Furthermore, EFNB2 was significantly upregulated in PDAC compared with normal controls from different public databases. Cellular function experiments demonstrated that EFNB2 knockdown inhibited cell proliferation, migration and invasion in SW1990 cells. Western blot and luciferase reporter assays revealed that miR-557 negatively regulated the expression of EFNB2 by directly binging its 3' UTR. In conclusion, we performed integrated analysis for multiple expression profiles, and provided novel candidate miRNAs and genes to be exploited for functional studies. In addition, our findings suggested that EFNB2 contributes to PDAC progression by acting as the target gene of miR-557. It is useful for uncovering miRNA-based treatments in PDAC.", "claims": [{"id": "claim-data-access", "statement": "We comprehensively analyzed two miRNA microarray datasets (GSE32678 and GSE43796) and three gene microarray datasets (GSE28735, GSE41368 and GSE71989), which were downloaded from the Gene Expression Omnibus (GEO) database, and identified the total of 8 differentially expressed miRNAs (DEMs) and 257 differentially expressed genes (DEGs) in common.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:30662604", "locator": "sections[0] \"Abstract\" paragraph 1", "quote": "We comprehensively analyzed two miRNA microarray datasets (GSE32678 and GSE43796) and three gene microarray datasets (GSE28735, GSE41368 and GSE71989), which were downloaded from the Gene Expression Omnibus (GEO) database, and identified the total of 8 differentially expressed miRNAs (DEMs) and 257 differentially expressed genes (DEGs) in common."}], "state": "complete"}, {"id": "claim-target-result", "statement": "The study identified 8 differentially expressed miRNAs and 257 differentially expressed genes in common across the analyzed public datasets.", "kind": "qualitative", "target": null, "evidence": [{"asset": "source:pmid:30662604", "locator": "sections[0] \"Abstract\" paragraph 1", "quote": "We comprehensively analyzed two miRNA microarray datasets (GSE32678 and GSE43796) and three gene microarray datasets (GSE28735, GSE41368 and GSE71989), which were downloaded from the Gene Expression Omnibus (GEO) database, and identified the total of 8 differentially expressed miRNAs (DEMs) and 257 differentially expressed genes (DEGs) in common."}], "state": "complete"}], "gaps": ["doi"]}, "experiment": {"state": "complete", "objective": "The study identified 8 differentially expressed miRNAs and 257 differentially expressed genes in common across the analyzed public datasets.", "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:30662604"], "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:GSE28735"], "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:GSE28735"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:30662604", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": null, "sha256": "sha256:eaa293f6472fecaaad3b994a1c99c497c8a78449d2ae9a1ec92822eeeee95686", "bytes": 1815, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "30662604", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC6291708", "source": "ncbi_pmc_fulltext", "coverage": "whole_body", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:GSE28735", "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=GSE28735", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE28735", "version": null, "note": "We comprehensively analyzed two miRNA microarray datasets (GSE32678 and GSE43796) and three gene microarray datasets (GSE28735, GSE41368 and GSE71989), which were downloaded from the Gene Expression Omnibus (GEO) database, and identified the total of 8 differentially expressed miRNAs (DEMs) and 257 differentially expressed genes (DEGs) in common.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "We comprehensively analyzed two miRNA microarray datasets (GSE32678 and GSE43796) and three gene microarray datasets (GSE28735, GSE41368 and GSE71989), which were downloaded from the Gene Expression Omnibus (GEO) database, and identified the total of 8 differentially expressed miRNAs (DEMs) and 257 differentially expressed genes (DEGs) in common.", "access_statement_kind": "repository_route_statement", "sample_accessions": ["GSM711904", "GSM711905", "GSM711906", "GSM711907", "GSM711908", "GSM711909", "GSM711910", "GSM711911", "GSM711912", "GSM711913", "GSM711914", "GSM711915", "GSM711916", "GSM711917", "GSM711918", "GSM711919", "GSM711920", "GSM711921", "GSM711922", "GSM711923", "GSM711924", "GSM711925", "GSM711926", "GSM711927", "GSM711928", "GSM711929", "GSM711930", "GSM711931", "GSM711932", "GSM711933", "GSM711934", "GSM711935", "GSM711936", "GSM711937", "GSM711938", "GSM711939", "GSM711940", "GSM711941", "GSM711942", "GSM711943", "GSM711944", "GSM711945", "GSM711946", "GSM711947", "GSM711948", "GSM711949", "GSM711950", "GSM711951", "GSM711952", "GSM711953", "GSM711954", "GSM711955", "GSM711956", "GSM711957", "GSM711958", "GSM711959", "GSM711960", "GSM711961", "GSM711962", "GSM711963", "GSM711964", "GSM711965", "GSM711966", "GSM711967", "GSM711968", "GSM711969", "GSM711970", "GSM711971", "GSM711972", "GSM711973", "GSM711974", "GSM711975", "GSM711976", "GSM711977", "GSM711978", "GSM711979", "GSM711980", "GSM711981", "GSM711982", "GSM711983", "GSM711984", "GSM711985", "GSM711986", "GSM711987", "GSM711988", "GSM711989", "GSM711990", "GSM711991", "GSM711992", "GSM711993"], "sample_count": 90, "group_sizes": null, "group_sizes_basis": null, "platform": "6244", "taxon": "Homo sapiens", "title": "Microarray gene-expression profiles of 45 matching pairs of pancreatic tumor and adjacent non-tumor tissues from 45 patients with pancreatic ductal adenocarcinoma", "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:GSE32678", "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=GSE32678", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE32678", "version": null, "note": "We comprehensively analyzed two miRNA microarray datasets (GSE32678 and GSE43796) and three gene microarray datasets (GSE28735, GSE41368 and GSE71989), which were downloaded from the Gene Expression Omnibus (GEO) database, and identified the total of 8 differentially expressed miRNAs (DEMs) and 257 differentially expressed genes (DEGs) in common.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "We comprehensively analyzed two miRNA microarray datasets (GSE32678 and GSE43796) and three gene microarray datasets (GSE28735, GSE41368 and GSE71989), which were downloaded from the Gene Expression Omnibus (GEO) database, and identified the total of 8 differentially expressed miRNAs (DEMs) and 257 differentially expressed genes (DEGs) in common.", "access_statement_kind": "repository_route_statement", "sample_accessions": ["GSM811039", "GSM811040", "GSM811041", "GSM811042", "GSM811043", "GSM811044", "GSM811045", "GSM811046", "GSM811047", "GSM811048", "GSM811049", "GSM811050", "GSM811051", "GSM811052", "GSM811053", "GSM811054", "GSM811055", "GSM811056", "GSM811057", "GSM811058", "GSM811059", "GSM811060", "GSM811061", "GSM811062", "GSM811063", "GSM811064", "GSM811065", "GSM811066", "GSM811067", "GSM811068", "GSM811069", "GSM811070"], "sample_count": 32, "group_sizes": null, "group_sizes_basis": null, "platform": "7723", "taxon": "Homo sapiens; Human betaherpesvirus 5; Murid gammaherpesvirus 4; Betapolyomavirus hominis; Mus musculus; Rattus norvegicus; Murid betaherpesvirus 1; JC polyomavirus; Human immunodeficiency virus 1; Human alphaherpesvirus 1; human gammaherpesvirus 4; Human gammaherpesvirus 8; Betapolyomavirus macacae", "title": "Integrative Survival-Based Molecular Profiling of Human Pancreatic Cancer [miRNA]", "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:GSE41368", "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=GSE41368", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE41368", "version": null, "note": "We comprehensively analyzed two miRNA microarray datasets (GSE32678 and GSE43796) and three gene microarray datasets (GSE28735, GSE41368 and GSE71989), which were downloaded from the Gene Expression Omnibus (GEO) database, and identified the total of 8 differentially expressed miRNAs (DEMs) and 257 differentially expressed genes (DEGs) in common.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "We comprehensively analyzed two miRNA microarray datasets (GSE32678 and GSE43796) and three gene microarray datasets (GSE28735, GSE41368 and GSE71989), which were downloaded from the Gene Expression Omnibus (GEO) database, and identified the total of 8 differentially expressed miRNAs (DEMs) and 257 differentially expressed genes (DEGs) in common.", "access_statement_kind": "repository_route_statement", "sample_accessions": ["GSM1015732", "GSM1015733", "GSM1015734", "GSM1015735", "GSM1015736", "GSM1015737", "GSM1015738", "GSM1015739", "GSM1015740", "GSM1015741", "GSM1015742", "GSM1015743"], "sample_count": 12, "group_sizes": null, "group_sizes_basis": null, "platform": "6244", "taxon": "Homo sapiens", "title": "Combinatorial analysis of miRNA and mRNA expression in pancreatic ductal adenocarcinoma (PDAC)_mRNA", "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:GSE43796", "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=GSE43796", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE43796", "version": null, "note": "We comprehensively analyzed two miRNA microarray datasets (GSE32678 and GSE43796) and three gene microarray datasets (GSE28735, GSE41368 and GSE71989), which were downloaded from the Gene Expression Omnibus (GEO) database, and identified the total of 8 differentially expressed miRNAs (DEMs) and 257 differentially expressed genes (DEGs) in common.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "We comprehensively analyzed two miRNA microarray datasets (GSE32678 and GSE43796) and three gene microarray datasets (GSE28735, GSE41368 and GSE71989), which were downloaded from the Gene Expression Omnibus (GEO) database, and identified the total of 8 differentially expressed miRNAs (DEMs) and 257 differentially expressed genes (DEGs) in common.", "access_statement_kind": "repository_route_statement", "sample_accessions": ["GSM1071387", "GSM1071388", "GSM1071389", "GSM1071390", "GSM1071391", "GSM1071392", "GSM1071393", "GSM1071394", "GSM1071395", "GSM1071396", "GSM1071397", "GSM1071398", "GSM1071399", "GSM1071400", "GSM1071401", "GSM1071402", "GSM1071403", "GSM1071404", "GSM1071405", "GSM1071406", "GSM1071407", "GSM1071408", "GSM1071409", "GSM1071410", "GSM1071411", "GSM1071412", "GSM1071413", "GSM1071414", "GSM1071415", "GSM1071416", "GSM1071417"], "sample_count": 31, "group_sizes": null, "group_sizes_basis": null, "platform": "15159", "taxon": "Homo sapiens", "title": "microRNA expression of pancreatic tumors", "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:GSE71989", "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=GSE71989", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE71989", "version": null, "note": "We comprehensively analyzed two miRNA microarray datasets (GSE32678 and GSE43796) and three gene microarray datasets (GSE28735, GSE41368 and GSE71989), which were downloaded from the Gene Expression Omnibus (GEO) database, and identified the total of 8 differentially expressed miRNAs (DEMs) and 257 differentially expressed genes (DEGs) in common.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "We comprehensively analyzed two miRNA microarray datasets (GSE32678 and GSE43796) and three gene microarray datasets (GSE28735, GSE41368 and GSE71989), which were downloaded from the Gene Expression Omnibus (GEO) database, and identified the total of 8 differentially expressed miRNAs (DEMs) and 257 differentially expressed genes (DEGs) in common.", "access_statement_kind": "repository_route_statement", "sample_accessions": ["GSM1849335", "GSM1849336", "GSM1849337", "GSM1849338", "GSM1849339", "GSM1849340", "GSM1849341", "GSM1849342", "GSM1849343", "GSM1849344", "GSM1849345", "GSM1849346", "GSM1849347", "GSM1849348", "GSM1849349", "GSM1849350", "GSM1849351", "GSM1849352", "GSM1849353", "GSM1849354", "GSM1849355", "GSM1849356"], "sample_count": 22, "group_sizes": null, "group_sizes_basis": null, "platform": "570", "taxon": "Homo sapiens", "title": "The gene expression of normal pancreatic and PDAC tisssues.", "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:GSE28735 not downloaded", "asset:data:geo:GSE28735 licence not read", "asset:data:geo:GSE32678 not downloaded", "asset:data:geo:GSE32678 licence not read", "asset:data:geo:GSE41368 not downloaded", "asset:data:geo:GSE41368 licence not read", "asset:data:geo:GSE43796 not downloaded", "asset:data:geo:GSE43796 licence not read", "asset:data:geo:GSE71989 not downloaded", "asset:data:geo:GSE71989 licence not read"]}, "analysis": {"state": "absent", "methods": [], "targets": [], "gaps": ["method", "operations"]}, "capability": {"state": "complete", "requirements": [{"capability_id": "capability:computational_analysis", "label": "Computational analysis platform", "assay_families": ["meta_analysis", "machine_learning", "survival_analysis", "statistical_regression", "pca", "molecular_docking", "network_analysis", "differential_expression", "gwas"], "availability_state": "owned", "tier_unlocked": "R1", "candidate": "Automated Assays Laravel application and simulated adapters"}], "gaps": []}, "readiness": {"state": "blocked", "tier": "R4", "blocking_axis": "method", "blocked_on": "method:not_determinable", "axes": {"method": {"tier": "R4", "expressible": false, "required_operations": [], "missing_operations": [], "basis": "The reader quoted the method the paper names (not named), but the corpus's method extractor could not map it onto a DSL operation, so the method is published but not expressible."}, "capability": {"tier": "R1", "capability_id": "capability:computational_analysis", "availability_state": "owned", "basis": "The computational analysis is owned. The physical bench the paper used is not, so a physical validation cannot be run here."}, "data": {"tier": "R1", "reachable": true, "accessions": ["GSE32678", "GSE43796", "GSE28735", "GSE41368", "GSE71989"], "resolved_accessions": ["GSE32678", "GSE43796", "GSE28735", "GSE41368", "GSE71989"], "statements": ["We comprehensively analyzed two miRNA microarray datasets (GSE32678 and GSE43796) and three gene microarray datasets (GSE28735, GSE41368 and GSE71989), which were downloaded from the Gene Expression Omnibus (GEO) database, and identified the total of 8 differentially expressed miRNAs (DEMs) and 257 differentially expressed genes (DEGs) in common."], "basis": "The paper names GSE32678, GSE43796, GSE28735, GSE41368, GSE71989 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:30662604", "data:geo:GSE28735"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:GSE28735"]}, "gaps": ["method:not_determinable"]}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-11-01T16:58:19Z", "independence": "single_reader"}, "evidence_check": {"method": null, "availability": null}, "calls": 5, "usage": {"prompt_tokens": 2077, "completion_tokens": 1363, "cached_tokens": 128}}, "human_critique": null, "stages": [{"id": "extraction", "state": "complete", "reader": "MiniMax-M3.1-Flash", "provider": "minimax"}], "gaps": ["review.independent_reader", "review.machine_critique", "review.human_critique"]}, "execution": {"state": "absent", "status": "not_run", "mode": null, "runs": [], "gaps": ["execution.not_run"]}, "provenance": {"entities": [{"id": "pmid:30662604", "type": "paper", "label": "pmid:30662604"}, {"id": "source:pmid:30662604", "type": "manuscript", "label": "PMID 30662604 full text"}, {"id": "data:geo:GSE28735", "type": "dataset", "label": "GEO GSE28735"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:30662604", "type": "paper", "label": "pmid:30662604"}, {"id": "source:pmid:30662604", "type": "manuscript", "label": "PMID 30662604 full text"}, {"id": "data:geo:GSE28735", "type": "dataset", "label": "GEO GSE28735"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-30662604", "type": "extraction", "used": ["source:pmid:30662604"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-GSE28735", "type": "accession_resolution", "used": ["data:geo:GSE28735"], "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:30662604", "parent_hash": "sha256:26bc22a222efd166f46e27e2e42ebeb19b2d8e252f76819ef8659f76ea787957", "fork_of": null, "generation": 1}, "gaps": ["asset:data:geo:GSE28735 licence not read", "asset:data:geo:GSE28735 not downloaded", "asset:data:geo:GSE32678 licence not read", "asset:data:geo:GSE32678 not downloaded", "asset:data:geo:GSE41368 licence not read", "asset:data:geo:GSE41368 not downloaded", "asset:data:geo:GSE43796 licence not read", "asset:data:geo:GSE43796 not downloaded", "asset:data:geo:GSE71989 licence not read", "asset:data:geo:GSE71989 not downloaded", "doi", "execution.not_run", "method", "operations", "review.human_critique", "review.independent_reader", "review.machine_critique"], "assays": [{"role": "data_generation", "definition_id": "transfection", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.85, "evidence": ["function experiments demonstrated that EFNB2 knockdown inhibited cell proliferation, migration and"], "order_basis": "paper_text_order:1361", "id": "assay:1"}, {"role": "data_generation", "definition_id": "western_blot", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.93, "evidence": ["ion, migration and invasion in SW1990 cells. Western blot and luciferase reporter assays revealed that"], "order_basis": "paper_text_order:1441", "id": "assay:2"}]}