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

pmid:30524205

MicroRNA-218-5p inhibits cell growth and metastasis in cervical cancer via LYN/NF-κB signaling pathway.

Yunsheng Xu · Qin He · Yiyi Lu · Fengxing Tao · Liang Zhao · Rongying Ou

Cancer cell international · 2018 doi:10.1186/s12935-018-0673-1

Paper

complete

Experiment

complete

Data

partial

Analysis

partial

Execution

absent

Execution evidence has not yet been added to this .science file. Explore its methods, data and open questions to plan the next step.
Record details sci_version · id · kind · revision · content_hash · schema · created_at · updated_at · generator
id
pmid:30524205
kind
science-record
content_hash
sha256:7728bc69f59a73014c8d5a4eb8b869caafc9d4067a1f561626eff2b3f5dc0bd2
schema
https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json
created_at
2026-11-01T15:40:39Z
updated_at
2026-11-01T22:00:11Z
generator object · 2 fields
name
corpus-assay-engine
run_id
reading-sci-2026-11-01
paper object · 10 fields
state
complete
title
MicroRNA-218-5p inhibits cell growth and metastasis in cervical cancer via LYN/NF-κB signaling pathway.
doi
10.1186/s12935-018-0673-1
pmid
30524205
authors array · 6 items
[0]
Yunsheng Xu
[1]
Qin He
[2]
Yiyi Lu
[3]
Fengxing Tao
[4]
Liang Zhao
[5]
Rongying Ou
journal
Cancer cell international
year
2018
abstract
BACKGROUND: We are committed to investigate miR-218-5 effects on the progression of cervical cancer (CC) cell and find out the molecular mechanism. METHODS: GSE9750 was obtained from GEO database and R Limma package was applied to filter out dysregulated genes. The pathways were enriched by GSEA software, ClusterProfiler and enrichplot packages to predict the function of DEGs. The binding sites of LYN were detected by miRanda and TargetScan. The miR2Disease database was used to find miRNAs related with CC. The expression of miR-218-5p and LYN were quantified by qRT-PCR and that of LYN protein was measured by western blot. The targeted relationships between miR-218-5p and LYN were verified by dual-luciferase reporter assay. Colony formation assays, wound healing, transwell invasion assay and flow cytometer analysis were performed to investigate the roles that miR-218-5p and LYN played in migration, invasion and death of cervical carcinoma. Xenografts established in nude mice were used to assess tumor growth in vivo. RESULTS: The highly expressed mRNA LYN was selected by microarray analysis in GSE9750. NF-κB signaling pathway was enriched base on GSEA results. The expression of miR-218-5p was lower but LYN was higher in CC primary tumors compared with normal control. In addition, miR-218-5p could regulate the expression of LYN in HeLa cells negatively. Overexpression of LYN could promote cell migration and invasion, but inhibit cell death in vitro, and also promote tumor formation in vivo via activating NF-κB signaling pathway which could be reversed by miR-218-5p. CONCLUSIONS: MiR-218-5p suppressed the progression of CC via LYN/NF-κB signaling pathway.
claims array · 2 items
[0] object · 6 fields
id
claim-method
statement
Significant DEGs were searched by Empirical Bayes method, P < 0.05 and |logFC| > 1.
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:30524205
locator
sections[3] "Microarray analysis" paragraph 2
quote
Significant DEGs were searched by Empirical Bayes method, P < 0.05 and |logFC| > 1.
state
complete
[1] object · 6 fields
id
claim-data-access
statement
GSE9750 was obtained from GEO database; The miR2Disease database was used to find miRNAs related with cervical cancer.
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:30524205
locator
sections[30] "ack" paragraph 1
quote
GSE9750 was obtained from GEO database; The miR2Disease database was used to find miRNAs related with cervical cancer.
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:30524205
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:GSE9750
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:GSE9750
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 · 4 items
[0] object · 15 fields
id
source:pmid:30524205
role
manuscript
format
xml
media_type
application/xml
uri
https://doi.org/10.1186/s12935-018-0673-1
sha256
sha256:587430c563b78deea30272f46b4f57be24472ce905f846e2e582f25b204c1fbb
bytes
35241
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
10.1186/s12935-018-0673-1
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
PMC6278036
source
europe_pmc_fulltext
coverage
whole_body_without_references
text_hash_scope
rendered_section_body
[1] object · 15 fields
id
data:geo:GSE9750
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=GSE9750
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE9750
version
null
note
GSE9750 was obtained from GEO database; The miR2Disease database was used to find miRNAs related with cervical cancer.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
GSE9750 was obtained from GEO database; The miR2Disease database was used to find miRNAs related with cervical cancer.
access_statement_kind
data_availability_statement
sample_accessions array · 66 items
[0]
GSM246087
[1]
GSM246088
[2]
GSM246089
[3]
GSM246090
[4]
GSM246119
[5]
GSM246120
[6]
GSM246121
[7]
GSM246122
[8]
GSM246123
[9]
GSM246422
[10]
GSM246423
[11]
GSM246484
[12]
GSM246485
[13]
GSM246486
[14]
GSM246487
[15]
GSM246488
[16]
GSM246489
[17]
GSM246490
[18]
GSM246491
[19]
GSM247162
[20]
GSM247163
[21]
GSM247164
[22]
GSM247165
[23]
GSM247166
[24]
GSM247168
[25]
GSM247169
[26]
GSM247171
[27]
GSM247173
[28]
GSM247174
[29]
GSM247175
[30]
GSM247188
[31]
GSM247189
[32]
GSM247190
[33]
GSM247650
[34]
GSM247651
[35]
GSM247652
[36]
GSM247653
[37]
GSM247654
[38]
GSM247655
[39]
GSM247656
[40]
GSM247657
[41]
GSM247658
[42]
GSM247659
[43]
GSM247660
[44]
GSM247661
[45]
GSM247662
[46]
GSM247663
[47]
GSM247856
[48]
GSM247857
[49]
GSM247859
[50]
GSM247860
[51]
GSM247862
[52]
GSM247864
[53]
GSM247865
[54]
GSM247866
[55]
GSM247876
[56]
GSM247877
[57]
GSM247878
[58]
GSM247879
[59]
GSM247881
[60]
GSM247882
[61]
GSM247883
[62]
GSM247884
[63]
GSM247885
[64]
GSM247886
[65]
GSM247887
sample_count
66
group_sizes
null
group_sizes_basis
null
platform
96
taxon
Homo sapiens
title
Identification of gene expression profiles in cervical cancer
resolution_checked_at
2026-11-01T15:39:55Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[2] object · 16 fields
id
asset:table:pmid:30524205:1
role
table
format
jats-table
media_type
application/vnd.jats.table+json
uri
null
sha256
sha256:5b63e7e06f4d968deb85a87a0c390b99830f6e9a6de3e6b6adbfc34e8f86f74c
bytes
501
access
open
state
verified
reader
read_table
reader_status
available
identifier
section[5]/table-wrap[1]#Tab1
version
null
note
Clinicopathologic characteristics of cervical cancer patients
structure object · 5 fields
pmcid
PMC6278036
section_index
5
section_title
Tissue specimens
row_count
18
column_count
2
table object · 8 fields
label
Table 1
caption
Clinicopathologic characteristics of cervical cancer patients
rows array · 18 items
[0] array · 2 items
[0]
Characteristics
[1]
No. of samples (n = 5)
[1] array · 1 item
[0]
Age (years)
[2] array · 2 items
[0]
< 50
[1]
3
[3] array · 2 items
[0]
≥ 50
[1]
2
[4] array · 1 item
[0]
FIGO stage
[5] array · 2 items
[0]
I/IA/IB/IC
[1]
0
[6] array · 2 items
[0]
II/IIA/IIB
[1]
5
[7] array · 2 items
[0]
III/IIIA/IIIB/IV
[1]
0
[8] array · 1 item
[0]
Tumor size (cm)
[9] array · 2 items
[0]
< 4
[1]
2
[10] array · 2 items
[0]
≥ 4
[1]
3
[11] array · 1 item
[0]
Grade
[12] array · 2 items
[0]
1
[1]
0
[13] array · 2 items
[0]
2
[1]
5
[14] array · 2 items
[0]
3
[1]
0
[15] array · 1 item
[0]
HPV status
[16] array · 2 items
[0]
16
[1]
5
[17] array · 2 items
[0]
18
[1]
0
locator
section[5]/table-wrap[1]#Tab1
[3] object · 16 fields
id
asset:table:pmid:30524205:2
role
table
format
jats-table
media_type
application/vnd.jats.table+json
uri
null
sha256
sha256:8044aa1cc5b1c439d04e3f6ed9571191696ce194596f09d1292ed008d65a2a83
bytes
995
access
open
state
verified
reader
read_table
reader_status
available
identifier
section[8]/table-wrap[1]#Tab2
version
null
note
Primer sequences for qRT-PCR
structure object · 5 fields
pmcid
PMC6278036
section_index
8
section_title
Real-time quantitative analysis
row_count
11
column_count
2
table object · 8 fields
label
Table 2
caption
Primer sequences for qRT-PCR
rows array · 11 items
[0] array · 2 items
[0]
Gene
[1]
Primer sequence
[1] array · 2 items
[0]
β-actin
[1]
F: 5′- AGCGAGCATCCCCCAAAGTT -3′R: 5′- GGGCACGAAGGCTCATCATT -3′
[2] array · 2 items
[0]
LYN
[1]
F: 5′- TGTGAGAGATCCAACGTCCA -3′R: 5′- AAACTGCCCTTGGCCATGTA -3′
[3] array · 2 items
[0]
MiR-218-5p
[1]
F: 5′- CGAGTGCATTTGTGCTTGATCTA -3′R: 5′- TAATGGTCGAACGCCTAACGTC -3′
[4] array · 2 items
[0]
U6
[1]
F: 5′- CTCGCTTCGGCAGCACA -3′R: 5′- AACGCTTCACGAATTTGCGT -3′
[5] array · 2 items
[0]
si-LYN
[1]
Sense: 5′- GCAUGGAGAAUGGUGGAAA -3′Antisense: 5′- UUUCCACCAUUCUCCAUGC -3′
[6] array · 2 items
[0]
si-LYN control
[1]
Sense: 5′- GCAAGAGUAGGGUGUGAAA -3′Antisense: 5′- UUUCACACCCUACUCUUGC -3′
[7] array · 2 items
[0]
MiR-218-5p mimics
[1]
5′- UUGUGCUUGAUCUAACCAUGU -3′
[8] array · 2 items
[0]
MiR-218-5p mimics control
[1]
5′- UCACAACCUCCUAGAAAGAGUAGA -3′
[9] array · 2 items
[0]
MiR-218-5p inhibitor
[1]
5′- AACACGAACUAGAUUGGUACA -3′
[10] array · 2 items
[0]
MiR-218-5p inhibitor control
[1]
5′- UUGUACUACACAAAAGUACUG -3′
locator
section[8]/table-wrap[1]#Tab2
gaps array · 2 items
[0]
asset:data:geo:GSE9750 not downloaded
[1]
asset:data:geo:GSE9750 licence not read
analysis object · 4 fields
state
partial
methods array · 2 items
[0] object · 10 fields
id
method-1
family
differential_expression
specific
limma_voom
label
Differential expression analysis
dsl_operations array · 3 items
[0]
normalise_counts
[1]
differential_expression_fit
[2]
fdr_bh
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[0]
count_matrix_with_condition
evidence object · 3 fields
score
0.7
band
medium
quote
Limma
[1] object · 10 fields
id
method-2
family
null
specific
null
label
Empirical Bayes method
dsl_operations array · 0 items
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 0 items
evidence object · 3 fields
score
1
band
verbatim
quote
Significant DEGs were searched by Empirical Bayes method, P < 0.05 and |logFC| > 1.
targets array · 0 items
gaps array · 1 item
[0]
method.reader_named_unmapped
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 · 3 items
[0]
normalise_counts
[1]
differential_expression_fit
[2]
fdr_bh
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: limma_voom.
capability object · 4 fields
tier
R1
capability_id
capability:computational_analysis
availability_state
owned
basis
The computational analysis is owned. The physical bench the paper used is not, so a physical validation cannot be run here.
data object · 6 fields
tier
R1
reachable
true
accessions array · 1 item
[0]
GSE9750
resolved_accessions array · 1 item
[0]
GSE9750
statements array · 1 item
[0]
GSE9750 was obtained from GEO database; The miR2Disease database was used to find miRNAs related with cervical cancer.
basis
The paper names GSE9750 in 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 · 3 items
[0]
normalise_counts
[1]
differential_expression_fit
[2]
fdr_bh
assets array · 4 items
[0]
source:pmid:30524205
[1]
data:geo:GSE9750
[2]
asset:table:pmid:30524205:1
[3]
asset:table:pmid:30524205:2
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:GSE9750
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
2026-10-31T18:12:57Z
independence
single_reader
evidence_check object · 2 fields
method
verbatim
availability
verbatim
calls
3
usage object · 3 fields
prompt_tokens
29955
completion_tokens
823
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:30524205
type
paper
label
pmid:30524205
[1] object · 3 fields
id
source:pmid:30524205
type
manuscript
label
PMID 30524205 full text
[2] object · 3 fields
id
data:geo:GSE9750
type
dataset
label
GEO GSE9750
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:30524205
type
paper
label
pmid:30524205
[1] object · 3 fields
id
source:pmid:30524205
type
manuscript
label
PMID 30524205 full text
[2] object · 3 fields
id
data:geo:GSE9750
type
dataset
label
GEO GSE9750
agent
agent:corpus-assay-engine
[1] object · 4 fields
id
activity-read-30524205
type
extraction
used array · 1 item
[0]
source:pmid:30524205
agent
agent:minimax-reader
[2] object · 4 fields
id
activity-resolve-GSE9750
type
accession_resolution
used array · 1 item
[0]
data:geo:GSE9750
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:30524205
parent_hash
sha256:cf106b841971b1453d183d9686fed2f47b9a65c3670ef3125ebf3a25e72ff20f
fork_of
null
gaps array · 7 items
[0]
asset:data:geo:GSE9750 licence not read
[1]
asset:data:geo:GSE9750 not downloaded
[2]
execution.not_run
[3]
method.reader_named_unmapped
[4]
review.human_critique
[5]
review.independent_reader
[6]
review.machine_critique
assays array · 5 items
[0] 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]
-PCR and that of LYN protein was measured by western blot. The targeted relationships between miR-218-
order_basis
paper_text_order:675
id
assay:1
[1] 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 · 3 items
[0]
al carcinoma. Xenografts established in nude mice were used to assess tumor growth in vivo. RESULTS
[1]
n nude mice were used to assess tumor growth in vivo. RESULTS: The highly expressed mRNA LYN was
[2]
h in vitro, and also promote tumor formation in vivo via activating NF-κB signaling pathway which
order_basis
paper_text_order:1043
id
assay:2
[2] object · 11 fields
role
data_generation
definition_id
microarray
definition_version
99e1195c7d6f
required_operations array · 0 items
support_state
partial
source_hashes object · 1 field
assay_lexicon
99e1195c7d6f
confidence
0.93
evidence array · 1 item
[0]
he highly expressed mRNA LYN was selected by microarray analysis in GSE9750. NF-κB signaling pathway
order_basis
paper_text_order:1145
id
assay:3
[3] object · 11 fields
role
data_generation
definition_id
cell_culture
definition_version
99e1195c7d6f
required_operations array · 0 items
support_state
partial
source_hashes object · 1 field
assay_lexicon
99e1195c7d6f
confidence
0.99
evidence array · 3 items
[0]
8-5p could regulate the expression of LYN in HeLa cells negatively. Overexpression of LYN coul
[1]
.1 mg/l (final concentration 0.4 mM). And CC cell lines were maintained in Modified Eagle’s Medium with 10% FBS (Inv
[2]
normal cell line—End1/E6E7 and CC cell lines—HeLa, SiHa, C33A and HT-3 were obtained from the
order_basis
paper_text_order:1409
id
assay:4
[4] object · 11 fields
role
analysis
definition_id
differential_expression
definition_version
f2132e96ae6c7a4e
required_operations array · 3 items
[0]
normalise_counts
[1]
differential_expression_fit
[2]
fdr_bh
support_state
supported
source_hashes object · 1 field
dsl_catalogue
f2132e96ae6c7a4e
evidence array · 1 item
[0]
Limma
order_basis
consumes_earlier_output
id
assay:5
Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:30524205", "kind": "science-record", "revision": 7, "content_hash": "sha256:7728bc69f59a73014c8d5a4eb8b869caafc9d4067a1f561626eff2b3f5dc0bd2", "created_at": "2026-11-01T15:40:39Z", "updated_at": "2026-11-01T22:00:11Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "MicroRNA-218-5p inhibits cell growth and metastasis in cervical cancer via LYN/NF-κB signaling pathway.", "doi": "10.1186/s12935-018-0673-1", "pmid": "30524205", "authors": ["Yunsheng Xu", "Qin He", "Yiyi Lu", "Fengxing Tao", "Liang Zhao", "Rongying Ou"], "journal": "Cancer cell international", "year": 2018, "abstract": "BACKGROUND: We are committed to investigate miR-218-5 effects on the progression of cervical cancer (CC) cell and find out the molecular mechanism.\nMETHODS: GSE9750 was obtained from GEO database and R Limma package was applied to filter out dysregulated genes. The pathways were enriched by GSEA software, ClusterProfiler and enrichplot packages to predict the function of DEGs. The binding sites of LYN were detected by miRanda and TargetScan. The miR2Disease database was used to find miRNAs related with CC. The expression of miR-218-5p and LYN were quantified by qRT-PCR and that of LYN protein was measured by western blot. The targeted relationships between miR-218-5p and LYN were verified by dual-luciferase reporter assay. Colony formation assays, wound healing, transwell invasion assay and flow cytometer analysis were performed to investigate the roles that miR-218-5p and LYN played in migration, invasion and death of cervical carcinoma. Xenografts established in nude mice were used to assess tumor growth in vivo.\nRESULTS: The highly expressed mRNA LYN was selected by microarray analysis in GSE9750. NF-κB signaling pathway was enriched base on GSEA results. The expression of miR-218-5p was lower but LYN was higher in CC primary tumors compared with normal control. In addition, miR-218-5p could regulate the expression of LYN in HeLa cells negatively. Overexpression of LYN could promote cell migration and invasion, but inhibit cell death in vitro, and also promote tumor formation in vivo via activating NF-κB signaling pathway which could be reversed by miR-218-5p.\nCONCLUSIONS: MiR-218-5p suppressed the progression of CC via LYN/NF-κB signaling pathway.", "claims": [{"id": "claim-method", "statement": "Significant DEGs were searched by Empirical Bayes method, P < 0.05 and |logFC| > 1.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:30524205", "locator": "sections[3] \"Microarray analysis\" paragraph 2", "quote": "Significant DEGs were searched by Empirical Bayes method, P < 0.05 and |logFC| > 1."}], "state": "complete"}, {"id": "claim-data-access", "statement": "GSE9750 was obtained from GEO database; The miR2Disease database was used to find miRNAs related with cervical cancer.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:30524205", "locator": "sections[30] \"ack\" paragraph 1", "quote": "GSE9750 was obtained from GEO database; The miR2Disease database was used to find miRNAs related with cervical cancer."}], "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:30524205"], "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:GSE9750"], "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:GSE9750"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:30524205", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1186/s12935-018-0673-1", "sha256": "sha256:587430c563b78deea30272f46b4f57be24472ce905f846e2e582f25b204c1fbb", "bytes": 35241, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.1186/s12935-018-0673-1", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC6278036", "source": "europe_pmc_fulltext", "coverage": "whole_body_without_references", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:GSE9750", "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=GSE9750", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE9750", "version": null, "note": "GSE9750 was obtained from GEO database; The miR2Disease database was used to find miRNAs related with cervical cancer.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "GSE9750 was obtained from GEO database; The miR2Disease database was used to find miRNAs related with cervical cancer.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM246087", "GSM246088", "GSM246089", "GSM246090", "GSM246119", "GSM246120", "GSM246121", "GSM246122", "GSM246123", "GSM246422", "GSM246423", "GSM246484", "GSM246485", "GSM246486", "GSM246487", "GSM246488", "GSM246489", "GSM246490", "GSM246491", "GSM247162", "GSM247163", "GSM247164", "GSM247165", "GSM247166", "GSM247168", "GSM247169", "GSM247171", "GSM247173", "GSM247174", "GSM247175", "GSM247188", "GSM247189", "GSM247190", "GSM247650", "GSM247651", "GSM247652", "GSM247653", "GSM247654", "GSM247655", "GSM247656", "GSM247657", "GSM247658", "GSM247659", "GSM247660", "GSM247661", "GSM247662", "GSM247663", "GSM247856", "GSM247857", "GSM247859", "GSM247860", "GSM247862", "GSM247864", "GSM247865", "GSM247866", "GSM247876", "GSM247877", "GSM247878", "GSM247879", "GSM247881", "GSM247882", "GSM247883", "GSM247884", "GSM247885", "GSM247886", "GSM247887"], "sample_count": 66, "group_sizes": null, "group_sizes_basis": null, "platform": "96", "taxon": "Homo sapiens", "title": "Identification of gene expression profiles in cervical cancer ", "resolution_checked_at": "2026-11-01T15:39:55Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "asset:table:pmid:30524205:1", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:5b63e7e06f4d968deb85a87a0c390b99830f6e9a6de3e6b6adbfc34e8f86f74c", "bytes": 501, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[5]/table-wrap[1]#Tab1", "version": null, "note": "Clinicopathologic characteristics of cervical cancer patients", "structure": {"pmcid": "PMC6278036", "section_index": 5, "section_title": "Tissue specimens", "row_count": 18, "column_count": 2}, "table": {"label": "Table 1", "caption": "Clinicopathologic characteristics of cervical cancer patients", "rows": [["Characteristics", "No. of samples (n = 5)"], ["Age (years)"], ["< 50", "3"], ["≥ 50", "2"], ["FIGO stage"], ["I/IA/IB/IC", "0"], ["II/IIA/IIB", "5"], ["III/IIIA/IIIB/IV", "0"], ["Tumor size (cm)"], ["< 4", "2"], ["≥ 4", "3"], ["Grade"], ["1", "0"], ["2", "5"], ["3", "0"], ["HPV status"], ["16", "5"], ["18", "0"]], "row_count": 18, "column_count": 2, "numeric_cells": 22, "header_rows": 1, "locator": "section[5]/table-wrap[1]#Tab1"}}, {"id": "asset:table:pmid:30524205:2", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:8044aa1cc5b1c439d04e3f6ed9571191696ce194596f09d1292ed008d65a2a83", "bytes": 995, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[8]/table-wrap[1]#Tab2", "version": null, "note": "Primer sequences for qRT-PCR", "structure": {"pmcid": "PMC6278036", "section_index": 8, "section_title": "Real-time quantitative analysis", "row_count": 11, "column_count": 2}, "table": {"label": "Table 2", "caption": "Primer sequences for qRT-PCR", "rows": [["Gene", "Primer sequence"], ["β-actin", "F: 5′- AGCGAGCATCCCCCAAAGTT -3′R: 5′- GGGCACGAAGGCTCATCATT -3′"], ["LYN", "F: 5′- TGTGAGAGATCCAACGTCCA -3′R: 5′- AAACTGCCCTTGGCCATGTA -3′"], ["MiR-218-5p", "F: 5′- CGAGTGCATTTGTGCTTGATCTA -3′R: 5′- TAATGGTCGAACGCCTAACGTC -3′"], ["U6", "F: 5′- CTCGCTTCGGCAGCACA -3′R: 5′- AACGCTTCACGAATTTGCGT -3′"], ["si-LYN", "Sense: 5′- GCAUGGAGAAUGGUGGAAA -3′Antisense: 5′- UUUCCACCAUUCUCCAUGC -3′"], ["si-LYN control", "Sense: 5′- GCAAGAGUAGGGUGUGAAA -3′Antisense: 5′- UUUCACACCCUACUCUUGC -3′"], ["MiR-218-5p mimics", "5′- UUGUGCUUGAUCUAACCAUGU -3′"], ["MiR-218-5p mimics control", "5′- UCACAACCUCCUAGAAAGAGUAGA -3′"], ["MiR-218-5p inhibitor", "5′- AACACGAACUAGAUUGGUACA -3′"], ["MiR-218-5p inhibitor control", "5′- UUGUACUACACAAAAGUACUG -3′"]], "row_count": 11, "column_count": 2, "numeric_cells": 15, "header_rows": 1, "locator": "section[8]/table-wrap[1]#Tab2"}}], "gaps": ["asset:data:geo:GSE9750 not downloaded", "asset:data:geo:GSE9750 licence not read"]}, "analysis": {"state": "partial", "methods": [{"id": "method-1", "family": "differential_expression", "specific": "limma_voom", "label": "Differential expression analysis", "dsl_operations": ["normalise_counts", "differential_expression_fit", "fdr_bh"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["count_matrix_with_condition"], "evidence": {"score": 0.7, "band": "medium", "quote": "Limma"}}, {"id": "method-2", "family": null, "specific": null, "label": "Empirical Bayes method", "dsl_operations": [], "missing_operations": [], "expressible": null, "parameters": {}, "data_shapes": [], "evidence": {"score": 1.0, "band": "verbatim", "quote": "Significant DEGs were searched by Empirical Bayes method, P < 0.05 and |logFC| > 1."}}], "targets": [], "gaps": ["method.reader_named_unmapped"]}, "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": ["normalise_counts", "differential_expression_fit", "fdr_bh"], "missing_operations": [], "basis": "The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: limma_voom."}, "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": ["GSE9750"], "resolved_accessions": ["GSE9750"], "statements": ["GSE9750 was obtained from GEO database; The miR2Disease database was used to find miRNAs related with cervical cancer."], "basis": "The paper names GSE9750 in Gene Expression Omnibus (GEO) and the accession resolves in the repository. No dataset was downloaded and no licence was read."}}, "can_run": {"dsl_operations": ["normalise_counts", "differential_expression_fit", "fdr_bh"], "assets": ["source:pmid:30524205", "data:geo:GSE9750", "asset:table:pmid:30524205:1", "asset:table:pmid:30524205:2"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:GSE9750"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-10-31T18:12:57Z", "independence": "single_reader"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 3, "usage": {"prompt_tokens": 29955, "completion_tokens": 823, "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:30524205", "type": "paper", "label": "pmid:30524205"}, {"id": "source:pmid:30524205", "type": "manuscript", "label": "PMID 30524205 full text"}, {"id": "data:geo:GSE9750", "type": "dataset", "label": "GEO GSE9750"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:30524205", "type": "paper", "label": "pmid:30524205"}, {"id": "source:pmid:30524205", "type": "manuscript", "label": "PMID 30524205 full text"}, {"id": "data:geo:GSE9750", "type": "dataset", "label": "GEO GSE9750"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-30524205", "type": "extraction", "used": ["source:pmid:30524205"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-GSE9750", "type": "accession_resolution", "used": ["data:geo:GSE9750"], "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:30524205", "parent_hash": "sha256:cf106b841971b1453d183d9686fed2f47b9a65c3670ef3125ebf3a25e72ff20f", "fork_of": null, "generation": 6}, "gaps": ["asset:data:geo:GSE9750 licence not read", "asset:data:geo:GSE9750 not downloaded", "execution.not_run", "method.reader_named_unmapped", "review.human_critique", "review.independent_reader", "review.machine_critique"], "assays": [{"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": ["-PCR and that of LYN protein was measured by western blot. The targeted relationships between miR-218-"], "order_basis": "paper_text_order:675", "id": "assay:1"}, {"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": ["al carcinoma. Xenografts established in nude mice were used to assess tumor growth in vivo. RESULTS", "n nude mice were used to assess tumor growth in vivo. RESULTS: The highly expressed mRNA LYN was", "h in vitro, and also promote tumor formation in vivo via activating NF-κB signaling pathway which"], "order_basis": "paper_text_order:1043", "id": "assay:2"}, {"role": "data_generation", "definition_id": "microarray", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.93, "evidence": ["he highly expressed mRNA LYN was selected by microarray analysis in GSE9750. NF-κB signaling pathway"], "order_basis": "paper_text_order:1145", "id": "assay:3"}, {"role": "data_generation", "definition_id": "cell_culture", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.99, "evidence": ["8-5p could regulate the expression of LYN in HeLa cells negatively. Overexpression of LYN coul", ".1 mg/l (final concentration 0.4 mM). And CC cell lines were maintained in Modified Eagle’s Medium with 10% FBS (Inv", "normal cell line—End1/E6E7 and CC cell lines—HeLa, SiHa, C33A and HT-3 were obtained from the"], "order_basis": "paper_text_order:1409", "id": "assay:4"}, {"role": "analysis", "definition_id": "differential_expression", "definition_version": "f2132e96ae6c7a4e", "definition_digest": null, "required_operations": ["normalise_counts", "differential_expression_fit", "fdr_bh"], "support_state": "supported", "source_hashes": {"dsl_catalogue": "f2132e96ae6c7a4e"}, "confidence": 0.7, "evidence": ["Limma"], "order_basis": "consumes_earlier_output", "id": "assay:5"}]}