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pmid:32063749

Construction of a circRNA-miRNA-mRNA network based on competitive endogenous RNA reveals the function of circRNAs in osteosarcoma.

Yu Qiu · Chao Pu · Yanchao Li · Baochuang Qi

Cancer cell international · 2020 doi:10.1186/s12935-020-1134-1

Paper

complete

Experiment

complete

Data

partial

Analysis

complete

Execution

absent

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Record details sci_version · id · kind · revision · content_hash · schema · created_at · updated_at · generator
id
pmid:32063749
kind
science-record
content_hash
sha256:be5348fdbfe47b0eb2b678a7b8d0c060ce16437ecd3e716f12c3be6a7cdd11f6
schema
https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json
created_at
2026-11-01T15:40:56Z
updated_at
2026-11-01T21:22:55Z
generator object · 2 fields
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corpus-assay-engine
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paper object · 10 fields
state
complete
title
Construction of a circRNA-miRNA-mRNA network based on competitive endogenous RNA reveals the function of circRNAs in osteosarcoma.
doi
10.1186/s12935-020-1134-1
pmid
32063749
authors array · 4 items
[0]
Yu Qiu
[1]
Chao Pu
[2]
Yanchao Li
[3]
Baochuang Qi
journal
Cancer cell international
year
2020
abstract
BACKGROUND: Osteosarcoma (OS) is a common primary malignant bone tumour. Growing evidence suggests that circular RNAs (circRNAs) are closely related to the development of tumours. However, the function of circRNAs in OS remains unknown. Here, we aimed to determine the regulatory mechanisms of circRNAs in OS. METHODS: The expression profiles of OS circRNA (GSE96964), microRNA (GSE65071) and mRNA (GSE33382) were downloaded from the Gene Expression Omnibus (GEO) database to identify differentially expressed circRNAs, miRNAs and mRNAs in OS. A ceRNA network was constructed based on circRNA-miRNA pairs and miRNA-mRNA pairs. MRNAs with significant prognostic differences were identified by the TARGET database in the network. Functional and pathway enrichment analyses were performed, and interactions between proteins were predicted using Cytoscape. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses were performed to elucidate the possible functions of these differentially expressed circRNAs. RESULTS: A total of 15 downregulated circRNAs, 136 upregulated miRNAs and 52 downregulated mRNAs were identified in OS. Finally, a circRNA-miRNA-mRNA network was constructed in OS based on 14 circRNAs, 24 miRNAs, and 52 mRNAs. GO and KEGG pathway analyses suggested that the mRNAs in the network may be involved in the pathogenesis and progression of OS. Four mRNAs identified by the TARGET database were significantly associated with OS survival prognosis. A circRNA-miRNA-mRNA subnetwork was constructed based on these four mRNAs. CONCLUSION: Our results provide a deeper understanding of the regulatory mechanisms by which circRNAs compete for endogenous RNAs in OS.
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The log-rank test was used for statistical analysis.
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sections[7] "Survival analysis" paragraph 2
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The log-rank test was used for statistical analysis.
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We declare that the data and materials in this study are provided free of charge to scientists for non-commercial purposes.
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methodological
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evidence array · 1 item
[0] object · 3 fields
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sections[20] "Availability of data and materials" paragraph 2
quote
We declare that the data and materials in this study are provided free of charge to scientists for non-commercial purposes.
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Read the published estimate from the source
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The claim, method and evidence span published with the source article.
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the published estimate and its evidence
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Obtain the source data from the named repository
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The GEO series accession resolves and its sample accessions are listed. This lane did not download the dataset or read its licence.
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data:geo:GSE33382
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the source data with its repository provenance
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Run the published analysis
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Apply the paper's statistical method to the resolved series and compare the result with the published target.
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the replicated result and its comparison
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https://doi.org/10.1186/s12935-020-1134-1
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10.1186/s12935-020-1134-1
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pmcid
PMC7011443
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europe_pmc_fulltext
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whole_body
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rendered_section_body
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data:geo:GSE33382
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https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE33382
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GSE33382
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null
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We declare that the data and materials in this study are provided free of charge to scientists for non-commercial purposes.
structure object · 15 fields
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GEO
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GEO accession URL
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We declare that the data and materials in this study are provided free of charge to scientists for non-commercial purposes.
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[0]
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[1]
GSM825624
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GSM825625
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GSM825627
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GSM825628
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GSM825629
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GSM825630
[8]
GSM825631
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GSM825632
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GSM825633
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GSM825634
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GSM825635
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GSM825647
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GSM825649
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GSM825651
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GSM825652
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GSM825653
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GSM825656
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GSM825657
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GSM825658
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GSM825665
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GSM825666
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GSM825678
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GSM825685
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GSM825687
[65]
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[66]
GSM825689
[67]
GSM825690
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GSM825692
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GSM825693
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GSM825695
[73]
GSM825696
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GSM825697
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GSM825698
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GSM825699
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GSM825700
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GSM825701
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GSM825702
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GSM825703
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GSM825704
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GSM825706
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GSM825707
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GSM825708
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GSM825709
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null
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null
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10295
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Homo sapiens
title
Genome-wide gene expression analysis of high-grade osteosarcoma
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2026-11-01T15:39:54Z
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identifier_resolution_only_no_download_no_licence_read
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data:geo:GSE65071
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null
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reader_required
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GSE65071
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null
note
We declare that the data and materials in this study are provided free of charge to scientists for non-commercial purposes.
structure object · 15 fields
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GEO
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GEO accession URL
access_statement_verbatim
We declare that the data and materials in this study are provided free of charge to scientists for non-commercial purposes.
access_statement_kind
data_availability_statement
sample_accessions array · 35 items
[0]
GSM1586740
[1]
GSM1586741
[2]
GSM1586742
[3]
GSM1586743
[4]
GSM1586744
[5]
GSM1586745
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GSM1586746
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GSM1586747
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GSM1586748
[9]
GSM1586749
[10]
GSM1586750
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GSM1586751
[12]
GSM1586752
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GSM1586753
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GSM1586754
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GSM1586755
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GSM1586756
[17]
GSM1586757
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GSM1586758
[19]
GSM1586759
[20]
GSM1586760
[21]
GSM1586761
[22]
GSM1586762
[23]
GSM1586763
[24]
GSM1586764
[25]
GSM1586765
[26]
GSM1586766
[27]
GSM1586767
[28]
GSM1586768
[29]
GSM1586769
[30]
GSM1586770
[31]
GSM1586771
[32]
GSM1586772
[33]
GSM1586773
[34]
GSM1586774
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35
group_sizes
null
group_sizes_basis
null
platform
19631
taxon
Homo sapiens
title
Plasma profiling of miRNAs in human specimens from osteosarcoma patients.
resolution_checked_at
2026-11-01T15:39:55Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
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[3] object · 15 fields
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data:geo:GSE96964
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https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE96964
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null
bytes
null
access
open
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resolved
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null
reader_status
reader_required
identifier
GSE96964
version
null
note
We declare that the data and materials in this study are provided free of charge to scientists for non-commercial purposes.
structure object · 15 fields
repository
GEO
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GEO accession URL
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We declare that the data and materials in this study are provided free of charge to scientists for non-commercial purposes.
access_statement_kind
data_availability_statement
sample_accessions array · 8 items
[0]
GSM2546888
[1]
GSM2546889
[2]
GSM2546890
[3]
GSM2546891
[4]
GSM2546892
[5]
GSM2546893
[6]
GSM2546894
[7]
GSM2546895
sample_count
8
group_sizes
null
group_sizes_basis
null
platform
19978
taxon
Homo sapiens
title
Microarray expression profile and functional analysis of circular RNAs in osteosarcoma
resolution_checked_at
2026-11-01T15:39:55Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[4] object · 16 fields
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section[9]/table-wrap[1]#Tab1
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null
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Basic information of the 4 microarray datasets from GEO and TARGET
structure object · 5 fields
pmcid
PMC7011443
section_index
9
section_title
Identification of differentially expressed circRNAs, miRNAs and mRNAs
row_count
5
column_count
4
table object · 8 fields
label
Table 1
caption
Basic information of the 4 microarray datasets from GEO and TARGET
rows array · 5 items
[0] array · 4 items
[0]
Data source
[1]
Platform
[2]
Series
[3]
Sample size (T/N)
[1] array · 4 items
[0]
CircRNA
[1]
GPL19978
[2]
GSE96964
[3]
7/1
[2] array · 4 items
[0]
miRNA
[1]
GPL19631
[2]
GSE65071
[3]
20/15
[3] array · 4 items
[0]
mRNA
[1]
GPL10295
[2]
GSE33382
[3]
84/3
[4] array · 4 items
[0]
mRNA
[1]
TARGET
[2]
None
[3]
101/0
locator
section[9]/table-wrap[1]#Tab1
[5] object · 16 fields
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asset:table:pmid:32063749:2
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jats-table
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read_table
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section[9]/table-wrap[2]#Tab2
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null
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Basic characteristics of the fifteen differentially expressed circRNAs
structure object · 5 fields
pmcid
PMC7011443
section_index
9
section_title
Identification of differentially expressed circRNAs, miRNAs and mRNAs
row_count
16
column_count
6
table object · 8 fields
label
Table 2
caption
Basic characteristics of the fifteen differentially expressed circRNAs
rows array · 16 items
[0] array · 6 items
[0]
CircRNA ID
[1]
Position
[2]
Genomic length
[3]
Strand
[4]
Best transcript
[5]
Gene symbol
[1] array · 6 items
[0]
hsa_circ_0000144
[1]
chr1:160472466–160472794
[2]
328
[3]
+
[4]
NM_052931
[5]
SLAMF6
[2] array · 6 items
[0]
hsa_circ_0008433
[1]
chr1:66378927–66384518
[2]
5591
[3]
+
[4]
NM_001037341
[5]
PDE4B
[3] array · 6 items
[0]
hsa_circ_0002017
[1]
chr2:36623756–36623930
[2]
174
[3]
+
[4]
NM_016441
[5]
CRIM1
[4] array · 6 items
[0]
hsa_circ_0005442
[1]
chr2:36623756–36749456
[2]
125,700
[3]
+
[4]
NM_016441
[5]
CRIM1
[5] array · 6 items
[0]
hsa_circ_0061265
[1]
chr21:15456270–15456465
[2]
195
[3]
+
[4]
None
[5]
None
[6] array · 6 items
[0]
hsa_circ_0061274
[1]
chr21:16386664–16386787
[2]
123
[3]
−
[4]
NM_003489
[5]
NRIP1
[7] array · 6 items
[0]
hsa_circ_0004771
[1]
chr21:16386664–16415895
[2]
29,231
[3]
−
[4]
NM_003489
[5]
NRIP1
[8] array · 6 items
[0]
hsa_circ_0061276
[1]
chr21:16415815–16415895
[2]
80
[3]
−
[4]
NM_003489
[5]
NRIP1
[9] array · 6 items
[0]
hsa_circ_0077765
[1]
chr6:125366356–125398004
[2]
31,648
[3]
+
[4]
NM_152553
[5]
RNF217
[10] array · 6 items
[0]
hsa_circ_0003945
[1]
chr9:33953282–33956144
[2]
2862
[3]
−
[4]
NM_018449
[5]
UBAP2
[11] array · 6 items
[0]
hsa_circ_0088214
[1]
chr9:118969734–118989831
[2]
20,097
[3]
+
[4]
NM_002581
[5]
PAPPA
[12] array · 6 items
[0]
hsa_circ_0002052
[1]
chr9:118969734–118997916
[2]
28,182
[3]
+
[4]
NM_002581
[5]
PAPPA
[13] array · 6 items
[0]
hsa_circ_0008792
[1]
chr9:118969734–119033695
[2]
63,961
[3]
+
[4]
NM_002581
[5]
PAPPA
[14] array · 6 items
[0]
hsa_circ_0088227
[1]
chr9:118997417–118997916
[2]
499
[3]
+
[4]
NM_002581
[5]
PAPPA
[15] array · 6 items
[0]
hsa_circ_0001910
[1]
chrX:10031484–10066619
[2]
35,135
[3]
+
[4]
NM_015691
[5]
WWC3
locator
section[9]/table-wrap[2]#Tab2
gaps array · 6 items
[0]
asset:data:geo:GSE33382 not downloaded
[1]
asset:data:geo:GSE33382 licence not read
[2]
asset:data:geo:GSE65071 not downloaded
[3]
asset:data:geo:GSE65071 licence not read
[4]
asset:data:geo:GSE96964 not downloaded
[5]
asset:data:geo:GSE96964 licence not read
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state
complete
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[0] object · 10 fields
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method-1
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survival_analysis
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logrank_test
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time_to_event_with_censoring
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1
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quote
The log-rank test was used for statistical analysis.
[1] object · 10 fields
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network_analysis
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Network / pathway analysis
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[0]
pathway_enrich
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[0]
edge_list
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0.7
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pathway enrichment
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capability:computational_analysis
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[8]
gwas
candidate
Automated Assays Laravel application and simulated adapters
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readiness object · 8 fields
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complete
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R1
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nothing:replicable_now
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[0]
logrank_test
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The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: log_rank_test.
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tier
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capability:computational_analysis
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The computational analysis is owned. The physical bench the paper used is not, so a physical validation cannot be run here.
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tier
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[0]
GSE96964
[1]
GSE65071
[2]
GSE33382
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GSE96964
[1]
GSE65071
[2]
GSE33382
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[0]
We declare that the data and materials in this study are provided free of charge to scientists for non-commercial purposes.
basis
The paper names GSE96964, GSE65071, GSE33382 in Gene Expression Omnibus (GEO) and the accession resolves in the repository. No dataset was downloaded and no licence was read.
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logrank_test
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[0]
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[3]
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run_analysis
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data:geo:GSE33382
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partial
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extraction_review
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minimax
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minimax
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2026-10-31T18:18:25Z
independence
single_reader
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extraction
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Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:32063749", "kind": "science-record", "revision": 6, "content_hash": "sha256:be5348fdbfe47b0eb2b678a7b8d0c060ce16437ecd3e716f12c3be6a7cdd11f6", "created_at": "2026-11-01T15:40:56Z", "updated_at": "2026-11-01T21:22:55Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Construction of a circRNA-miRNA-mRNA network based on competitive endogenous RNA reveals the function of circRNAs in osteosarcoma.", "doi": "10.1186/s12935-020-1134-1", "pmid": "32063749", "authors": ["Yu Qiu", "Chao Pu", "Yanchao Li", "Baochuang Qi"], "journal": "Cancer cell international", "year": 2020, "abstract": "BACKGROUND: Osteosarcoma (OS) is a common primary malignant bone tumour. Growing evidence suggests that circular RNAs (circRNAs) are closely related to the development of tumours. However, the function of circRNAs in OS remains unknown. Here, we aimed to determine the regulatory mechanisms of circRNAs in OS.\nMETHODS: The expression profiles of OS circRNA (GSE96964), microRNA (GSE65071) and mRNA (GSE33382) were downloaded from the Gene Expression Omnibus (GEO) database to identify differentially expressed circRNAs, miRNAs and mRNAs in OS. A ceRNA network was constructed based on circRNA-miRNA pairs and miRNA-mRNA pairs. MRNAs with significant prognostic differences were identified by the TARGET database in the network. Functional and pathway enrichment analyses were performed, and interactions between proteins were predicted using Cytoscape. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses were performed to elucidate the possible functions of these differentially expressed circRNAs.\nRESULTS: A total of 15 downregulated circRNAs, 136 upregulated miRNAs and 52 downregulated mRNAs were identified in OS. Finally, a circRNA-miRNA-mRNA network was constructed in OS based on 14 circRNAs, 24 miRNAs, and 52 mRNAs. GO and KEGG pathway analyses suggested that the mRNAs in the network may be involved in the pathogenesis and progression of OS. Four mRNAs identified by the TARGET database were significantly associated with OS survival prognosis. A circRNA-miRNA-mRNA subnetwork was constructed based on these four mRNAs.\nCONCLUSION: Our results provide a deeper understanding of the regulatory mechanisms by which circRNAs compete for endogenous RNAs in OS.", "claims": [{"id": "claim-method", "statement": "The log-rank test was used for statistical analysis.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:32063749", "locator": "sections[7] \"Survival analysis\" paragraph 2", "quote": "The log-rank test was used for statistical analysis."}], "state": "complete"}, {"id": "claim-data-access", "statement": "We declare that the data and materials in this study are provided free of charge to scientists for non-commercial purposes.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:32063749", "locator": "sections[20] \"Availability of data and materials\" paragraph 2", "quote": "We declare that the data and materials in this study are provided free of charge to scientists for non-commercial purposes."}], "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:32063749"], "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:GSE33382"], "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:GSE33382"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:32063749", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1186/s12935-020-1134-1", "sha256": 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"access_route": "GEO accession URL", "access_statement_verbatim": "We declare that the data and materials in this study are provided free of charge to scientists for non-commercial purposes.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM2546888", "GSM2546889", "GSM2546890", "GSM2546891", "GSM2546892", "GSM2546893", "GSM2546894", "GSM2546895"], "sample_count": 8, "group_sizes": null, "group_sizes_basis": null, "platform": "19978", "taxon": "Homo sapiens", "title": "Microarray expression profile and functional analysis of circular RNAs in osteosarcoma", "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:32063749:1", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:7836d1ebc02ccdc16e9e5b8b146640338d6bf37508787a4f3849247c6e2b37a8", 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