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pmid:33004058

Bioinformatics analysis of prognostic value and prospective pathway signal of miR-30a in ovarian cancer.

Weijia Lu · Yunyu Wu · Can Xiong Lu · Ting Zhu · Zhong Lu Ren · Zhiwu Yu

Journal of ovarian research · 2020 doi:10.1186/s13048-020-00722-8

Paper

complete

Experiment

complete

Data

partial

Analysis

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Record details sci_version · id · kind · revision · content_hash · schema · created_at · updated_at · generator
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pmid:33004058
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science-record
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2026-11-01T15:41:12Z
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2026-11-01T22:02:17Z
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paper object · 10 fields
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title
Bioinformatics analysis of prognostic value and prospective pathway signal of miR-30a in ovarian cancer.
doi
10.1186/s13048-020-00722-8
pmid
33004058
authors array · 6 items
[0]
Weijia Lu
[1]
Yunyu Wu
[2]
Can Xiong Lu
[3]
Ting Zhu
[4]
Zhong Lu Ren
[5]
Zhiwu Yu
journal
Journal of ovarian research
year
2020
abstract
OBJECTIVE: MicroRNAs (MiRNAs) is thought to play a critical role in the initiation and progress of ovarian cancer (OC). Although miRNAs has been widely recognized in ovarian cancer, the role of hsa-miR-30a-5p (miR-30a) in OC has not been fully elucidated. METHODS: Three mRNA datasets of normal ovarian tissue and OC, GSE18520,GSE14407 and GSE36668, were downloaded from Gene Expression Omnibus (GEO) to find the differentially expressed gene (DEG). Then the target genes of hsa-miR-30a-5p were predicted by miRWALK3.0 and TargetScan. Then, the gene overlap between DEG and the predicted target genes of miR-30a in OC was analyzed by Gene Ontology (GO) enrichment analysis. Protein-protein interaction (PPI) network was conducted by STRING and Cytoscape, and the effect of HUB gene on the outcome of OC was analyzed. RESULTS: A common pattern of up-regulation of miR-30a in OC was found. A total of 225 DEG, were identified, both OC-related and miR-30a-related. Many DEG are enriched in the interactions of intracellular matrix tissue, ion binding and biological process regulation. Among the 10 major Hub genes analyzed by PPI, five Hub genes were significantly related to the overall poor survival of OC patients, in which the low expression of ESR1,MAPK10, Tp53 and the high expression of YKT,NSF were related to poor prognosis of OC. CONCLUSION: Our results indicate that miR-30a is of significance for the biological progress of OC.
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sections[7] "Survival analysis" paragraph 2
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Kaplan-Meier was used to analyze the overall survival of patients with OC.
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The datasets used and/or analysed during the current study are available from the corresponding author on reasonable request.
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Basic characteristics of miR-30a related Research on Ovarian Cancer in GEO data set
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MiR-30a expression in OC based on GEO
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Basic characteristics of miR-30a related Research on Ovarian Cancer in GEO data set
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section[11]/table-wrap[1]#Tab2
version
null
note
Basic characteristics of search literatures related to miR-30a in ovarian cancer
structure object · 5 fields
pmcid
PMC7532093
section_index
11
section_title
Expression profile of miR-30a in OC and NOTS
row_count
6
column_count
9
table object · 8 fields
label
Table 2
caption
Basic characteristics of search literatures related to miR-30a in ovarian cancer
rows array · 6 items
[0] array · 7 items
[0]
Author
[1]
Year
[2]
Country
[3]
Case
[4]
Control
[5]
Result
[6]
Detection methods
[1] array · 4 items
[0]
Source name
[1]
n
[2]
Source name
[3]
n
[2] array · 9 items
[0]
Wang Y
[1]
2013
[2]
China
[3]
low-grade OPSC
[4]
16
[5]
high-grade OPSC
[6]
53
[7]
up-regulation
[8]
qRT-PCR
[3] array · 9 items
[0]
Zhou J
[1]
2015
[2]
China
[3]
Ovarian cancer urine
[4]
39
[5]
Urine of HP
[6]
30
[7]
up-regulation
[8]
qRT-PCR
[4] array · 9 items
[0]
Wang Y
[1]
2018
[2]
China
[3]
HGSOC
[4]
11
[5]
NFT
[6]
10
[7]
up-regulation
[8]
qRT-PCR
[5] array · 9 items
[0]
Závesky
[1]
2018
[2]
Czech Republic
[3]
OCPF
[4]
26
[5]
Blood of HP
[6]
34
[7]
up-regulation
[8]
qRT-PCR
locator
section[11]/table-wrap[1]#Tab2
[10] object · 16 fields
id
asset:table:pmid:33004058:3
role
table
format
jats-table
media_type
application/vnd.jats.table+json
uri
null
sha256
sha256:b0735c5e83220eec29ef377c3ca485e1a7aa68a24bccfd5eebd563a20ed45140
bytes
1318
access
open
state
verified
reader
read_table
reader_status
available
identifier
section[12]/table-wrap[1]#Tab3
version
null
note
differentially expressed genes of hsa- mir-30a-5p in ovarian cancer tissues and normal ovarian tissues in GSE18520 dataset (Top 10)
structure object · 5 fields
pmcid
PMC7532093
section_index
12
section_title
miR-30a prediction and bioinformatics analysis; data preprocessing and DEGS screening
row_count
23
column_count
4
table object · 8 fields
label
Table 3
caption
differentially expressed genes of hsa- mir-30a-5p in ovarian cancer tissues and normal ovarian tissues in GSE18520 dataset (Top 10)
rows array · 23 items
[0] array · 4 items
[0]
DEG
[1]
logFC
[2]
P.Value
[3]
adj.P.Val
[1] array · 1 item
[0]
up-regulated genes
[2] array · 4 items
[0]
GLDC
[1]
3.879464906
[2]
9.08E-12
[3]
6.62E-11
[3] array · 4 items
[0]
MAL
[1]
4.080880545
[2]
4.09E-08
[3]
1.59E-07
[4] array · 4 items
[0]
PRSS21
[1]
2.700693431
[2]
1.47E-11
[3]
1.04E-10
[5] array · 4 items
[0]
GRHL2
[1]
2.41672613
[2]
1.49E-27
[3]
3.11E-25
[6] array · 4 items
[0]
CTHRC1
[1]
2.333368517
[2]
1.48E-04
[3]
3.27E-04
[7] array · 4 items
[0]
EYA2
[1]
2.253746336
[2]
1.92E-05
[3]
4.86E-05
[8] array · 4 items
[0]
SOX9
[1]
2.077258364
[2]
0.000000019
[3]
7.85E-08
[9] array · 4 items
[0]
E2F7
[1]
1.961647476
[2]
5.66E-15
[3]
7.90E-14
[10] array · 4 items
[0]
KIAA0101
[1]
1.916963173
[2]
4.12E-15
[3]
5.93E-14
[11] array · 4 items
[0]
SBK1
[1]
1.887544551
[2]
6.62E-12
[3]
4.95E-11
[12] array · 1 item
[0]
down-regulated genes
[13] array · 4 items
[0]
GFPT2
[1]
−3.731162519
[2]
4.91E-26
[3]
7.51E-24
[14] array · 4 items
[0]
ADAMTS3
[1]
−3.417352741
[2]
4.99E-12
[3]
3.83E-11
[15] array · 4 items
[0]
WNT5A
[1]
−3.0965058
[2]
1.44E-08
[3]
6.06E-08
[16] array · 4 items
[0]
HLF
[1]
−2.953607331
[2]
1.97E-30
[3]
7.46E-28
[17] array · 4 items
[0]
DPYSL2
[1]
−2.904638189
[2]
1.50E-07
[3]
5.35E-07
[18] array · 4 items
[0]
NR3C2
[1]
−2.607594668
[2]
7.07E-13
[3]
6.35E-12
[19] array · 4 items
[0]
ADRA2A
[1]
−2.557257353
[2]
1.78E-13
[3]
1.83E-12
[20] array · 4 items
[0]
TCF21
[1]
−2.488576443
[2]
2.04E-22
[3]
1.27E-20
[21] array · 4 items
[0]
ABI3BP
[1]
−2.261098823
[2]
4.93E-20
[3]
1.92E-18
[22] array · 4 items
[0]
POLI
[1]
−2.238370149
[2]
2.41E-16
[3]
4.43E-15
locator
section[12]/table-wrap[1]#Tab3
[11] object · 16 fields
id
asset:table:pmid:33004058:4
role
table
format
jats-table
media_type
application/vnd.jats.table+json
uri
null
sha256
sha256:df2230f59102a818fa4db43fe006d528f1138461fcc9071103747addc8668609
bytes
825
access
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verified
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read_table
reader_status
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identifier
section[13]/table-wrap[1]#Tab4
version
null
note
Functional enrichment Analysis of hsa-mir-30a-5p related differentially expressed genes in Ovarian Cancer
structure object · 5 fields
pmcid
PMC7532093
section_index
13
section_title
Functional analysis of miR-30a-related DEGs in OC
row_count
13
column_count
4
table object · 8 fields
label
Table 4
caption
Functional enrichment Analysis of hsa-mir-30a-5p related differentially expressed genes in Ovarian Cancer
rows array · 13 items
[0] array · 4 items
[0]
Term
[1]
Description
[2]
Count
[3]
FDR
[1] array · 1 item
[0]
Biological processes
[2] array · 4 items
[0]
GO:0009987
[1]
cellular process
[2]
192
[3]
0.003
[3] array · 4 items
[0]
GO:0065007
[1]
biological regulation
[2]
169
[3]
0.00017
[4] array · 4 items
[0]
GO:0050789
[1]
regulation of biological process
[2]
163
[3]
0.00016
[5] array · 1 item
[0]
Molecular Function (Go)
[6] array · 4 items
[0]
GO:0005488
[1]
binding
[2]
175
[3]
2.91E-05
[7] array · 4 items
[0]
GO:0043167
[1]
ion binding
[2]
99
[3]
0.0018
[8] array · 4 items
[0]
GO:0097159
[1]
organic cyclic compound binding
[2]
91
[3]
0.0017
[9] array · 1 item
[0]
Cellular Component
[10] array · 4 items
[0]
GO:0005622
[1]
intracellular
[2]
190
[3]
0.0033
[11] array · 4 items
[0]
GO:0044424
[1]
intracellular part
[2]
189
[3]
0.0031
[12] array · 4 items
[0]
GO:0043226
[1]
organelle
[2]
174
[3]
0.0031
locator
section[13]/table-wrap[1]#Tab4
gaps array · 14 items
[0]
asset:data:geo:GSE14407 not downloaded
[1]
asset:data:geo:GSE14407 licence not read
[2]
asset:data:geo:GSE18520 not downloaded
[3]
asset:data:geo:GSE18520 licence not read
[4]
asset:data:geo:GSE23338 not downloaded
[5]
asset:data:geo:GSE23338 licence not read
[6]
asset:data:geo:GSE36668 not downloaded
[7]
asset:data:geo:GSE36668 licence not read
[8]
asset:data:geo:GSE47841 not downloaded
[9]
asset:data:geo:GSE47841 licence not read
[10]
asset:data:geo:GSE53829 not downloaded
[11]
asset:data:geo:GSE53829 licence not read
[12]
asset:data:geo:GSE83693 not downloaded
[13]
asset:data:geo:GSE83693 licence not read
analysis object · 4 fields
state
complete
methods array · 5 items
[0] object · 10 fields
id
method-1
family
survival_analysis
specific
kaplan_meier
label
Survival analysis
dsl_operations array · 1 item
[0]
survival_km
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[0]
time_to_event_with_censoring
evidence object · 3 fields
score
1
band
verbatim
quote
Kaplan-Meier was used to analyze the overall survival of patients with OC.
[1] object · 10 fields
id
method-2
family
meta_analysis
specific
random_effects
label
Meta-analysis / evidence synthesis
dsl_operations array · 1 item
[0]
random_effects_pool
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[0]
study_level_effect_estimates
evidence object · 3 fields
score
0.8
band
high
quote
random-effects
[2] object · 10 fields
id
method-3
family
meta_analysis
specific
fixed_effects
label
Meta-analysis / evidence synthesis
dsl_operations array · 0 items
missing_operations array · 1 item
[0]
fixed_effects_pool
expressible
false
parameters object · 0 fields
data_shapes array · 1 item
[0]
study_level_effect_estimates
evidence object · 3 fields
score
0.8
band
high
quote
fixed-effects
[3] object · 10 fields
id
method-4
family
network_analysis
specific
ppi_network
label
Network / pathway analysis
dsl_operations array · 3 items
[0]
build_graph
[1]
centrality_scores
[2]
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
Protein-protein interaction
[4] object · 10 fields
id
method-5
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
0.8
band
high
quote
GO 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]
survival_km
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: kaplan_meier.
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 · 7 items
[0]
GSE18520
[1]
GSE14407
[2]
GSE36668
[3]
GSE83693
[4]
GSE47841
[5]
GSE53829
[6]
GSE23338
resolved_accessions array · 7 items
[0]
GSE18520
[1]
GSE14407
[2]
GSE36668
[3]
GSE83693
[4]
GSE47841
[5]
GSE53829
[6]
GSE23338
statements array · 1 item
[0]
The datasets used and/or analysed during the current study are available from the corresponding author on reasonable request.
basis
The paper names GSE18520, GSE14407, GSE36668, GSE83693, GSE47841, GSE53829, GSE23338 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 · 1 item
[0]
survival_km
assets array · 6 items
[0]
source:pmid:33004058
[1]
data:geo:GSE14407
[2]
asset:table:pmid:33004058:1
[3]
asset:table:pmid:33004058:2
[4]
asset:table:pmid:33004058:3
[5]
asset:table:pmid:33004058:4
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:GSE14407
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
2026-10-31T18:22:58Z
independence
single_reader
evidence_check object · 2 fields
method
verbatim
availability
verbatim
calls
3
usage object · 3 fields
prompt_tokens
29970
completion_tokens
2052
cached_tokens
792
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:33004058
type
paper
label
pmid:33004058
[1] object · 3 fields
id
source:pmid:33004058
type
manuscript
label
PMID 33004058 full text
[2] object · 3 fields
id
data:geo:GSE14407
type
dataset
label
GEO GSE14407
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:33004058
type
paper
label
pmid:33004058
[1] object · 3 fields
id
source:pmid:33004058
type
manuscript
label
PMID 33004058 full text
[2] object · 3 fields
id
data:geo:GSE14407
type
dataset
label
GEO GSE14407
agent
agent:corpus-assay-engine
[1] object · 4 fields
id
activity-read-33004058
type
extraction
used array · 1 item
[0]
source:pmid:33004058
agent
agent:minimax-reader
[2] object · 4 fields
id
activity-resolve-GSE14407
type
accession_resolution
used array · 1 item
[0]
data:geo:GSE14407
agent
agent:corpus-assay-engine
agents array · 2 items
[0] object · 3 fields
id
agent:corpus-assay-engine
type
software
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[1] object · 3 fields
id
agent:minimax-reader
type
software
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MiniMax literature reader
source_run_id
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dsl_catalogue_fingerprint
343fb30756ba6ec3
capability_table_fingerprint
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snapshot_id
ba34b49490d9bfaf
lineage object · 4 fields
parent_id
pmid:33004058
parent_hash
sha256:e3648801c10e619fcc052b5476cd577809f9e97aebf454c0cb24106c9a2510c1
fork_of
null
gaps array · 18 items
[0]
asset:data:geo:GSE14407 licence not read
[1]
asset:data:geo:GSE14407 not downloaded
[2]
asset:data:geo:GSE18520 licence not read
[3]
asset:data:geo:GSE18520 not downloaded
[4]
asset:data:geo:GSE23338 licence not read
[5]
asset:data:geo:GSE23338 not downloaded
[6]
asset:data:geo:GSE36668 licence not read
[7]
asset:data:geo:GSE36668 not downloaded
[8]
asset:data:geo:GSE47841 licence not read
[9]
asset:data:geo:GSE47841 not downloaded
[10]
asset:data:geo:GSE53829 licence not read
[11]
asset:data:geo:GSE53829 not downloaded
[12]
asset:data:geo:GSE83693 licence not read
[13]
asset:data:geo:GSE83693 not downloaded
[14]
execution.not_run
[15]
review.human_critique
[16]
review.independent_reader
[17]
review.machine_critique
assays array · 1 item
[0] object · 11 fields
role
analysis
definition_id
survival_analysis
definition_version
f2132e96ae6c7a4e
required_operations array · 1 item
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survival_km
support_state
supported
source_hashes object · 1 field
dsl_catalogue
f2132e96ae6c7a4e
evidence array · 1 item
[0]
Kaplan-Meier was used to analyze the overall survival of patients with OC.
order_basis
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Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:33004058", "kind": "science-record", "revision": 7, "content_hash": "sha256:81ada3bfca314291322922a4351d5dd692802e0ad713d7d3e3f90fcd57dd30b2", "created_at": "2026-11-01T15:41:12Z", "updated_at": "2026-11-01T22:02:17Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Bioinformatics analysis of prognostic value and prospective pathway signal of miR-30a in ovarian cancer.", "doi": "10.1186/s13048-020-00722-8", "pmid": "33004058", "authors": ["Weijia Lu", "Yunyu Wu", "Can Xiong Lu", "Ting Zhu", "Zhong Lu Ren", "Zhiwu Yu"], "journal": "Journal of ovarian research", "year": 2020, "abstract": "OBJECTIVE: MicroRNAs (MiRNAs) is thought to play a critical role in the initiation and progress of ovarian cancer (OC). Although miRNAs has been widely recognized in ovarian cancer, the role of hsa-miR-30a-5p (miR-30a) in OC has not been fully elucidated.\nMETHODS: Three mRNA datasets of normal ovarian tissue and OC, GSE18520,GSE14407 and GSE36668, were downloaded from Gene Expression Omnibus (GEO) to find the differentially expressed gene (DEG). Then the target genes of hsa-miR-30a-5p were predicted by miRWALK3.0 and TargetScan. Then, the gene overlap between DEG and the predicted target genes of miR-30a in OC was analyzed by Gene Ontology (GO) enrichment analysis. Protein-protein interaction (PPI) network was conducted by STRING and Cytoscape, and the effect of HUB gene on the outcome of OC was analyzed.\nRESULTS: A common pattern of up-regulation of miR-30a in OC was found. A total of 225 DEG, were identified, both OC-related and miR-30a-related. Many DEG are enriched in the interactions of intracellular matrix tissue, ion binding and biological process regulation. Among the 10 major Hub genes analyzed by PPI, five Hub genes were significantly related to the overall poor survival of OC patients, in which the low expression of ESR1,MAPK10, Tp53 and the high expression of YKT,NSF were related to poor prognosis of OC.\nCONCLUSION: Our results indicate that miR-30a is of significance for the biological progress of OC.", "claims": [{"id": "claim-method", "statement": "Kaplan-Meier was used to analyze the overall survival of patients with OC.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:33004058", "locator": "sections[7] \"Survival analysis\" paragraph 2", "quote": "Kaplan-Meier was used to analyze the overall survival of patients with OC."}], "state": "complete"}, {"id": "claim-data-access", "statement": "The datasets used and/or analysed during the current study are available from the corresponding author on reasonable request.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:33004058", "locator": "sections[20] \"Availability of data and materials\" paragraph 2", "quote": "The datasets used and/or analysed during the current study are available from the corresponding author 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:33004058"], "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. 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The physical bench the paper used is not, so a physical validation cannot be run here."}, "data": {"tier": "R1", "reachable": true, "accessions": ["GSE18520", "GSE14407", "GSE36668", "GSE83693", "GSE47841", "GSE53829", "GSE23338"], "resolved_accessions": ["GSE18520", "GSE14407", "GSE36668", "GSE83693", "GSE47841", "GSE53829", "GSE23338"], "statements": ["The datasets used and/or analysed during the current study are available from the corresponding author on reasonable request."], "basis": "The paper names GSE18520, GSE14407, GSE36668, GSE83693, GSE47841, GSE53829, GSE23338 in Gene Expression Omnibus (GEO) and the accession resolves in the repository. 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