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pmid:33235459

Identification and Validation of MSX1 as a Key Candidate for Progestin Resistance in Endometrial Cancer.

Linlin Yang · Yunxia Cui · Ting Huang · Xiao Sun · Yudong Wang

OncoTargets and therapy · 2020 doi:10.2147/OTT.S271494

Paper

complete

Experiment

partial

Data

partial

Analysis

complete

Execution

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Record details sci_version · id · kind · revision · content_hash · schema · created_at · updated_at · generator
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pmid:33235459
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science-record
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created_at
2026-11-01T15:41:17Z
updated_at
2026-11-01T22:45:40Z
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paper object · 10 fields
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title
Identification and Validation of MSX1 as a Key Candidate for Progestin Resistance in Endometrial Cancer.
doi
10.2147/OTT.S271494
pmid
33235459
authors array · 5 items
[0]
Linlin Yang
[1]
Yunxia Cui
[2]
Ting Huang
[3]
Xiao Sun
[4]
Yudong Wang
journal
OncoTargets and therapy
year
2020
abstract
PURPOSE: Progestin resistance is a critical obstacle for endometrial conservative therapy. Therefore, studies to acquire a more comprehensive understanding of the mechanisms are urgent. However, the pivotal molecules are still unexplored. MATERIALS AND METHODS: We downloaded GSE121367 from the GEO database. The "limma" R language package was applied to identify differentially expressed genes (DEGs). We conducted Gene Set Enrichment Analysis (GSEA) and Gene Set Variation Analysis (GSVA). Protein-protein interaction was constructed by STRING and visualized in Cytoscape. The tumor immune microenvironment was explored by the TISIDB database. Methylation validation and overall survival analysis were conducted by the TCGA database. In addition, the upstream modulators of hub genes were predicted by miRTarBase and Network Analyst databases. The expression levels of candidate genes were validated by quantitative real-time PCR (qRT-PCR), Western blot, and immunohistochemical assay (IHC). Cell growth, clone formation, migration, invasion, and wound healing assays were studied to explore the role of MSX1 in progestin resistance in vitro. RESULTS: A total of 3,282 DEGs were identified and they were mostly enriched in the cell adhesion pathway. We screened out ten hub genes whose genomic alteration rates were low based on the current endometrial carcinoma sample sets. Has-miR-335-5p, has-miR-124-3p, MAZ, and TFDP1 were the most prominent upstream regulators. The methylation status of CDH1, JAG1, EPCAM, and MSX1 was decreased, corresponding to their high protein expression, which also predicted better overall survival. The homeobox protein of MSX1 showed significant tissue specificity and better prognostic value and its knockdown inhibited epithelial-mesenchymal transitions (EMT) and enhanced progesterone efficacy. CONCLUSION: Our study identified that the gene of MSX1 promised to be the specific indicator and therapeutic target for progestin resistance. This would shed new light on the underlying biological mechanism to overcome progestin resistance of endometrial cancer.
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All data analyzed during this study are included in this published article.
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All data analyzed during this study are included in this published article.
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the published estimate and its evidence
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The Related Databases and Their Functions in This Study
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Prediction of Relevant MicroRNAs and Transcriptional Factors (TFs) of Hub Genes
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The Related Databases and Their Functions in This Study
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[1]
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Gene Expression Omnibus (GEO)
[1]
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[0]
The Cancer Genome Atlas (TCGA) database
[1]
Extraction of gene expression data and survival data
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[0]
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[1]
Gene functional annotation
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[0]
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[0]
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[0]
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[0]
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[1]
Mutation and DNA copy-number alterations analysis
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[0]
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[1]
Evaluate gene expression and epigenetic regulation
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[0]
Human Protein Atlas database (HPA)
[1]
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[0]
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[1]
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[0]
miRTarBase database
[1]
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[0]
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Sequences of Primers Used for Amplification of Target Genes
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Prediction of Relevant MicroRNAs and Transcriptional Factors (TFs) of Hub Genes
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Sequences of Primers Used for Amplification of Target Genes
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[1]
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TBX1
[1]
Forward: 5ʹ-CTGACCAATAACCTGCTGGATGA-3′
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[1]
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DAB2
[1]
Forward: 5ʹ-GTAGAAACAAGTGCAACCAATGG-3’
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[1]
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[1]
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Prediction of Relevant MicroRNAs and Transcriptional Factors (TFs) of Hub Genes
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GO and Pathway Enrichment Analysis of DEGs
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Prediction of Relevant MicroRNAs and Transcriptional Factors (TFs) of Hub Genes
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Upregulated Gene Sets in the IshikawaPR Cell Line
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[3]
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[10] array · 6 items
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[2]
0.63
[3]
1.68
[4]
0.00
[5]
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Prediction of Relevant MicroRNAs and Transcriptional Factors (TFs) of Hub Genes
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Upregulated Gene Sets in the Ishikawa Cell Line
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[2]
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[4] array · 6 items
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[1]
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Cell–cell adhesion via plasma membrane adhesion molecules
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[2]
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[2]
−0.36
[3]
−1.37
[4]
0.01
[5]
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Identification of Hub Genes by cytoHubba
structure object · 5 fields
pmcid
PMC7679365
section_index
8
section_title
Prediction of Relevant MicroRNAs and Transcriptional Factors (TFs) of Hub Genes
row_count
11
column_count
13
table object · 8 fields
label
Table 6
caption
Identification of Hub Genes by cytoHubba
rows array · 11 items
[0] array · 13 items
[0]
Name
[1]
Betweenness
[2]
BottleNeck
[3]
Closeness
[4]
ClusteringCoefficient
[5]
Degree
[6]
DMNC
[7]
EcCentricity
[8]
EPC
[9]
MCC
[10]
MNC
[11]
Radiality
[12]
Stress
[1] array · 13 items
[0]
CDH1
[1]
7,440.58
[2]
76
[3]
66.299
[4]
0.085
[5]
27
[6]
0.227
[7]
0.100
[8]
43.793
[9]
96
[10]
17
[11]
11.806
[12]
17,516
[2] array · 13 items
[0]
JAG1
[1]
1,707.27
[2]
14
[3]
52.316
[4]
0.321
[5]
8
[6]
0.428
[7]
0.100
[8]
39.736
[9]
26
[10]
6
[11]
11.457
[12]
3,744
[3] array · 13 items
[0]
PTGES
[1]
510.00
[2]
1
[3]
38.399
[4]
1.000
[5]
2
[6]
0.308
[7]
0.082
[8]
21.129
[9]
2
[10]
2
[11]
10.558
[12]
500
[4] array · 13 items
[0]
EPCAM
[1]
423.05
[2]
6
[3]
52.267
[4]
0.378
[5]
10
[6]
0.339
[7]
0.090
[8]
41.186
[9]
58
[10]
10
[11]
11.312
[12]
1,750
[5] array · 13 items
[0]
CNTNAP2
[1]
2,582.66
[2]
10
[3]
38.916
[4]
0.000
[5]
5
[6]
0.000
[7]
0.100
[8]
15.668
[9]
5
[10]
1
[11]
10.609
[12]
4,672
[6] array · 13 items
[0]
TBX1
[1]
1,156.20
[2]
12
[3]
52.016
[4]
0.333
[5]
7
[6]
0.454
[7]
0.100
[8]
39.344
[9]
20
[10]
5
[11]
11.438
[12]
3,108
[7] array · 13 items
[0]
MSX1
[1]
944.50
[2]
4
[3]
43.892
[4]
0.167
[5]
4
[6]
0.308
[7]
0.100
[8]
25.883
[9]
4
[10]
2
[11]
11.039
[12]
1,976
[8] array · 13 items
[0]
KRT19
[1]
405.98
[2]
5
[3]
49.634
[4]
0.389
[5]
9
[6]
0.334
[7]
0.090
[8]
39.797
[9]
46
[10]
9
[11]
11.198
[12]
1,452
[9] array · 13 items
[0]
OAS1
[1]
81.05
[2]
1
[3]
39.275
[4]
0.500
[5]
8
[6]
0.408
[7]
0.100
[8]
29.613
[9]
58
[10]
8
[11]
10.419
[12]
450
[10] array · 13 items
[0]
DAB2
[1]
751.752
[2]
2
[3]
45.945
[4]
0.267
[5]
6
[6]
0.379
[7]
0.112
[8]
32.237
[9]
10
[10]
4
[11]
11.191
[12]
1,378
locator
section[8]/table-wrap[6]#t0006
[7] object · 16 fields
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asset:table:pmid:33235459:7
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table
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jats-table
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application/vnd.jats.table+json
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null
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sha256:ec1f964c3b4f2c87ffc197f8cbb85c23dbd2db8d5c219b3e7b09e10c7b78a6ac
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read_table
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section[8]/table-wrap[7]#t0007
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The Information of Ten Hub Genes
structure object · 5 fields
pmcid
PMC7679365
section_index
8
section_title
Prediction of Relevant MicroRNAs and Transcriptional Factors (TFs) of Hub Genes
row_count
11
column_count
3
table object · 8 fields
label
Table 7
caption
The Information of Ten Hub Genes
rows array · 11 items
[0] array · 3 items
[0]
Gene Name
[1]
logFC
[2]
P-value
[1] array · 3 items
[0]
CDH1(cadherin 1)
[1]
−5.41
[2]
2.16E-10
[2] array · 3 items
[0]
JAG1(jagged 1)
[1]
−5.44
[2]
2.35E-10
[3] array · 3 items
[0]
PTGES(prostaglandin E synthase)
[1]
7.77
[2]
2.42E-11
[4] array · 3 items
[0]
EPCAM(epithelial cell adhesion molecule)
[1]
−5.39
[2]
2.66E-10
[5] array · 3 items
[0]
CNTNAP2(contactin associated protein-like 2)
[1]
−7.10
[2]
1.76E-11
[6] array · 3 items
[0]
TBX1(T-box 1)
[1]
7.61
[2]
2.71E-10
[7] array · 3 items
[0]
MSX1(msh homeobox 1)
[1]
−5.45
[2]
5.79E-10
[8] array · 3 items
[0]
KRT19(keratin 19)
[1]
−6.60
[2]
4.00E-10
[9] array · 3 items
[0]
OAS1(2ʹ-5ʹ-oligoadenylate synthetase 1)
[1]
5.83
[2]
1.24E-10
[10] array · 3 items
[0]
DAB2(disabled homolog 2, mitogen-responsive phosphoprotein)
[1]
9.00
[2]
3.02E-10
locator
section[8]/table-wrap[7]#t0007
[8] object · 16 fields
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asset:table:pmid:33235459:8
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table
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jats-table
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application/vnd.jats.table+json
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read_table
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section[8]/table-wrap[8]#t0008
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note
The Main Related MicroRNAs of Hub Genes
structure object · 5 fields
pmcid
PMC7679365
section_index
8
section_title
Prediction of Relevant MicroRNAs and Transcriptional Factors (TFs) of Hub Genes
row_count
8
column_count
3
table object · 8 fields
label
Table 8
caption
The Main Related MicroRNAs of Hub Genes
rows array · 8 items
[0] array · 3 items
[0]
MicroRNAs
[1]
Genes
[2]
Count
[1] array · 3 items
[0]
has-miR-335-5p
[1]
PTGES, OAS1, KRT19, DAB2
[2]
4
[2] array · 3 items
[0]
has-miR-26b-5p
[1]
DAB2, CDH1, JAG1
[2]
3
[3] array · 3 items
[0]
has-miR-9500
[1]
MSX1, PTGES
[2]
2
[4] array · 3 items
[0]
has-miR-124-3p
[1]
PTGES, JAG1
[2]
2
[5] array · 3 items
[0]
has-miR-129-5p
[1]
DAB2, CDH1
[2]
2
[6] array · 3 items
[0]
has-miR-199a-5p
[1]
CDH1, JAG1
[2]
2
[7] array · 3 items
[0]
has-miR-193b-3p
[1]
CDH1, KRT19
[2]
2
locator
section[8]/table-wrap[8]#t0008
[9] object · 16 fields
id
asset:table:pmid:33235459:9
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table
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jats-table
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application/vnd.jats.table+json
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sha256:2f014236c32fe826b79e949490d3b7ec651292bd923727568117dcda7d535dba
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section[8]/table-wrap[9]#t0009
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The Main Related TFs of Hub Genes
structure object · 5 fields
pmcid
PMC7679365
section_index
8
section_title
Prediction of Relevant MicroRNAs and Transcriptional Factors (TFs) of Hub Genes
row_count
13
column_count
3
table object · 8 fields
label
Table 9
caption
The Main Related TFs of Hub Genes
rows array · 13 items
[0] array · 3 items
[0]
TFs
[1]
Genes
[2]
Count
[1] array · 3 items
[0]
MAZ
[1]
CDH1, EPCAM, KRT19, MSX1, TBX1
[2]
5
[2] array · 3 items
[0]
TFDP1
[1]
CDH1, CNTNAP2, KRT19, MSX1
[2]
4
[3] array · 3 items
[0]
PPARG
[1]
CDH1, EPCAM, KRT19
[2]
3
[4] array · 3 items
[0]
NR2F1
[1]
CDH1, KRT19, TBX1
[2]
3
[5] array · 3 items
[0]
DMAP1
[1]
CDH1, KRT19, OAS1
[2]
3
[6] array · 3 items
[0]
EZH2
[1]
CDH1, MSX1, TBX1
[2]
3
[7] array · 3 items
[0]
ELF3
[1]
CDH1, EPCAM, KRT19
[2]
3
[8] array · 3 items
[0]
CHD1
[1]
CDH1, KRT19, PTGES
[2]
3
[9] array · 3 items
[0]
BCOR
[1]
EPCAM, PTGES, TBX1
[2]
3
[10] array · 3 items
[0]
E2F5
[1]
KRT19, PTGES, TBX1
[2]
3
[11] array · 3 items
[0]
JUND
[1]
EPCAM, KRT19, TBX1
[2]
3
[12] array · 3 items
[0]
SMARCA5
[1]
KRT19, PTGES, TBX1
[2]
3
locator
section[8]/table-wrap[9]#t0009
[10] object · 16 fields
id
asset:table:pmid:33235459:10
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jats-table
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application/vnd.jats.table+json
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null
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sha256:af357e7cab0e207bb89b10e34fd4143f1423b0d20a38fac750e86ebbc4cca2a3
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section[8]/table-wrap[10]#t0010
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IC50 Concentrations of MPA in Sensitive and Resistant Cell Lines After MXS1 Overexpression and Silencing
structure object · 5 fields
pmcid
PMC7679365
section_index
8
section_title
Prediction of Relevant MicroRNAs and Transcriptional Factors (TFs) of Hub Genes
row_count
7
column_count
2
table object · 8 fields
label
Table 10
caption
IC50 Concentrations of MPA in Sensitive and Resistant Cell Lines After MXS1 Overexpression and Silencing
rows array · 7 items
[0] array · 2 items
[0]
Cell Lines
[1]
IC50 of MPA (µM)
[1] array · 2 items
[0]
Ishikawa
[1]
19.3±0.6
[2] array · 2 items
[0]
Ishikawa-siMSX1
[1]
15.5±0.9
[3] array · 2 items
[0]
Ishikawa-exMSX1
[1]
25.2±0.2
[4] array · 2 items
[0]
IshikawaPR
[1]
30.0±0.4
[5] array · 2 items
[0]
IshikawaPR-siMSX1
[1]
19.8±0.9
[6] array · 2 items
[0]
IshikawaPR-exMSX1
[1]
35.1±0.2
locator
section[8]/table-wrap[10]#t0010
gaps array · 0 items
analysis object · 4 fields
state
complete
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[0] object · 10 fields
id
method-1
family
differential_expression
specific
limma_voom
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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
1
band
reordered
quote
“Normalized data of GSE121367 was downloaded from the GEO database and further processed by the “limma” R language package to identify differentially expressed genes (DEGs) between IshikawaPR and Ishikawa cell lines.”
[1] object · 10 fields
id
method-2
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network_analysis
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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
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medium
quote
Protein-protein interaction
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gaps array · 0 items
capability object · 3 fields
state
complete
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[0] object · 6 fields
capability_id
capability:computational_analysis
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Computational analysis platform
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[0]
meta_analysis
[1]
machine_learning
[2]
survival_analysis
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statistical_regression
[4]
pca
[5]
molecular_docking
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network_analysis
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differential_expression
[8]
gwas
candidate
Automated Assays Laravel application and simulated adapters
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readiness object · 8 fields
state
blocked
tier
R4
blocked_on
data:accession_absent
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
R4
reachable
false
accessions array · 0 items
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statements array · 1 item
[0]
All data analyzed during this study are included in this published article.
basis
The paper names no accession to its source data, so the data has to come from the authors.
can_run object · 3 fields
dsl_operations array · 3 items
[0]
normalise_counts
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differential_expression_fit
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fdr_bh
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source:pmid:33235459
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asset:table:pmid:33235459:9
[10]
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run_analysis
must_build object · 5 fields
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data:accession_absent
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extraction_review
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MiniMax-M3.1-Flash
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minimax
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minimax
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2026-10-31T19:16:59Z
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single_reader
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method
reordered
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extraction
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minimax
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review.machine_critique
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review.human_critique
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pmid:33235459
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pmid:33235459
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source:pmid:33235459
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PMID 33235459 full text
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GEO None
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activity-reading-sci-2026-11-01
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classification
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pmid:33235459
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pmid:33235459
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PMID 33235459 full text
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source:pmid:33235459
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agent:minimax-reader
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343fb30756ba6ec3
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99e1195c7d6f
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[0]
ndidate genes were validated by quantitative real-time PCR (qRT-PCR), Western blot, and immunohistochem
order_basis
paper_text_order:978
id
assay:1
[1] object · 11 fields
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data_generation
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western_blot
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99e1195c7d6f
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99e1195c7d6f
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[0]
ted by quantitative real-time PCR (qRT-PCR), Western blot, and immunohistochemical assay (IHC). Cell g
[1]
The effect of interference was determined by Western blot and real time PCR analysis. Data Processing
order_basis
paper_text_order:1003
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assay:2
[2] object · 11 fields
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data_generation
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99e1195c7d6f
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99e1195c7d6f
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[0]
e real-time PCR (qRT-PCR), Western blot, and immunohistochemical assay (IHC). Cell growth, clone formation, m
[1]
Western blot, and immunohistochemical assay (IHC). Cell growth, clone formation, migration, i
[2]
ression level using an anti-MSX1 antibody by IHC assay (Figure 5E), revealing that MSX1 posit
order_basis
paper_text_order:1021
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assay:3
[3] object · 11 fields
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data_generation
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transfection
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99e1195c7d6f
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99e1195c7d6f
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[0]
cificity and better prognostic value and its knockdown inhibited epithelial-mesenchymal transitions
[1]
istically significant. Cell Culture and Cell Transfection Human EC cell line Ishikawa and normal endom
[2]
he pcDNA3.1-MSX1 and siRNAs (20 μmol/L) were transfected into the sensitive and resistant subline Ish
[3]
cted in Obio Technology (Shanghai, China). A siRNA targeting human MSX1 mRNA was designed by Ge
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paper_text_order:1796
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assay:4
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data_generation
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99e1195c7d6f
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99e1195c7d6f
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sity but were less than confluent, they were passaged by 0.02% EDTA and 0.25% trypsin resolved in
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paper_text_order:3929
id
assay:5
[5] object · 11 fields
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analysis
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differential_expression
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f2132e96ae6c7a4e
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f2132e96ae6c7a4e
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[0]
“Normalized data of GSE121367 was downloaded from the GEO database and further processed by the “limma” R language package to identify differentially expressed genes (DEGs) between IshikawaPR and Ishikawa cell lines.”
order_basis
consumes_earlier_output
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assay:6
Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:33235459", "kind": "science-record", "revision": 8, "content_hash": "sha256:b300a74560ab616dab6b6ced9cd0a9a50b25e6b699d41a06d33870ee94fa8408", "created_at": "2026-11-01T15:41:17Z", "updated_at": "2026-11-01T22:45:40Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Identification and Validation of MSX1 as a Key Candidate for Progestin Resistance in Endometrial Cancer.", "doi": "10.2147/OTT.S271494", "pmid": "33235459", "authors": ["Linlin Yang", "Yunxia Cui", "Ting Huang", "Xiao Sun", "Yudong Wang"], "journal": "OncoTargets and therapy", "year": 2020, "abstract": "PURPOSE: Progestin resistance is a critical obstacle for endometrial conservative therapy. Therefore, studies to acquire a more comprehensive understanding of the mechanisms are urgent. However, the pivotal molecules are still unexplored.\nMATERIALS AND METHODS: We downloaded GSE121367 from the GEO database. The \"limma\" R language package was applied to identify differentially expressed genes (DEGs). We conducted Gene Set Enrichment Analysis (GSEA) and Gene Set Variation Analysis (GSVA). Protein-protein interaction was constructed by STRING and visualized in Cytoscape. The tumor immune microenvironment was explored by the TISIDB database. Methylation validation and overall survival analysis were conducted by the TCGA database. In addition, the upstream modulators of hub genes were predicted by miRTarBase and Network Analyst databases. The expression levels of candidate genes were validated by quantitative real-time PCR (qRT-PCR), Western blot, and immunohistochemical assay (IHC). Cell growth, clone formation, migration, invasion, and wound healing assays were studied to explore the role of MSX1 in progestin resistance in vitro.\nRESULTS: A total of 3,282 DEGs were identified and they were mostly enriched in the cell adhesion pathway. We screened out ten hub genes whose genomic alteration rates were low based on the current endometrial carcinoma sample sets. Has-miR-335-5p, has-miR-124-3p, MAZ, and TFDP1 were the most prominent upstream regulators. The methylation status of CDH1, JAG1, EPCAM, and MSX1 was decreased, corresponding to their high protein expression, which also predicted better overall survival. The homeobox protein of MSX1 showed significant tissue specificity and better prognostic value and its knockdown inhibited epithelial-mesenchymal transitions (EMT) and enhanced progesterone efficacy.\nCONCLUSION: Our study identified that the gene of MSX1 promised to be the specific indicator and therapeutic target for progestin resistance. This would shed new light on the underlying biological mechanism to overcome progestin resistance of endometrial cancer.", "claims": [{"id": "claim-data-access", "statement": "All data analyzed during this study are included in this published article.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:33235459", "locator": "sections[32] \"Data Sharing Statement\" paragraph 2", "quote": "All data analyzed during this study are included in this published article."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "partial", "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:33235459"], "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": "blocked", "blocked_on": "data:accession_absent", "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": [], "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": [], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": ["step:obtain_source_data blocked on data:accession_absent"]}, "data": {"state": "partial", "assets": [{"id": "source:pmid:33235459", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.2147/OTT.S271494", "sha256": "sha256:93c39d3e3f7f64d03a645b1aa55576357cb6b0c06ee30b8b2685cd77bda607f9", "bytes": 51313, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.2147/OTT.S271494", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC7679365", "source": "europe_pmc_fulltext", "coverage": "whole_body_without_references", "text_hash_scope": "rendered_section_body"}}, {"id": "asset:table:pmid:33235459:1", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:13d19fd3e68b70821e463b01660a33861283752358c484a8d3bc98037779c1d6", "bytes": 1163, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[8]/table-wrap[1]#t0001", "version": null, "note": "The Related Databases and Their Functions in This Study", "structure": {"pmcid": "PMC7679365", "section_index": 8, "section_title": "Prediction of Relevant MicroRNAs and Transcriptional Factors (TFs) of Hub Genes", "row_count": 13, "column_count": 2}, "table": {"label": "Table 1", "caption": "The Related Databases and Their Functions in This Study", "rows": [["Databases", "Functions"], ["Gene Expression Omnibus (GEO)", "Extraction of gene expression microarray data"], ["The Cancer Genome Atlas (TCGA) database", "Extraction of gene expression data and survival data"], ["The Database for Annotation, Visualization, and Integrated Discovery (DAVID)", "Gene functional annotation"], ["Metascape", "Pathway enrichment analysis"], ["Search Tool for the Retrieval of Interacting Genes (STRING)", "Functional interactions between proteins"], ["Gene Expression Profiling Interactive Analysis (GEPIA)", "Hub genes expression analysis and survival analysis"], ["cBioPortal for Cancer Genomics", "Mutation and DNA copy-number alterations analysis"], ["UALCAN", "Evaluate gene expression and epigenetic regulation"], ["Human Protein Atlas database (HPA)", "Protein expression detection"], ["TISIDB database", "Explore immune microenvironment"], ["miRTarBase database", "Detect related miRNAs"], ["Network Analyst", "Predict transcriptional factors"]], "row_count": 13, "column_count": 2, "numeric_cells": 0, "header_rows": 1, "locator": "section[8]/table-wrap[1]#t0001"}}, {"id": "asset:table:pmid:33235459:2", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:ae4878f260492b15899fea101dd9cadb329f5e4b22f5b9e645b6026b9751797c", "bytes": 2042, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[8]/table-wrap[2]#t0002", "version": null, "note": "Sequences of Primers Used for Amplification of Target Genes", "structure": {"pmcid": "PMC7679365", "section_index": 8, "section_title": "Prediction of Relevant MicroRNAs and Transcriptional Factors (TFs) of Hub Genes", "row_count": 37, "column_count": 2}, "table": {"label": "Table 2", "caption": "Sequences of Primers Used for Amplification of Target Genes", "rows": [["Gene", "Primer Nucleotide Sequence"], ["CDH1", "Forward: 5ʹ-GAACGCATTGCCACATACAC-3’"], ["", "Reverse: 5ʹ-TGGTGTAAGCGATGGCGGCA-3"], ["EPCAM", "Forward: 5′-AATCGTCAATGCCAGTGTACTT-3′"], ["", "Reverse: 5′-TCTCATCGCAGTCAGGATCATAA-3′"], ["MSX1", "Forward: 5′-CCTCTTTGCTCCCTGAGTTCA-3′"], ["", "Reverse: 5′-GGGACTCTTCCAGCCACTTTTT-3′"], ["KRT19", "Forward: 5ʹ-GCGAGCTAGAGGTGAAGATC-3’"], ["", "Reverse: 5ʹ-CGGAAGTCATCTGCAGCCA-3’"], ["OAS1", "Forward: 5′-CGTGTTTCCGCATGCAAAT-3′"], ["", "Reverse: 5′-ACCTCGGAAGCACCTTTCCT-3′"], ["JAG1", "Forward: 5ʹ-ATCGTGCTGCCTTTCAGTTT-3′"], ["", "Reverse: 5ʹ-GATCATGCCCGAGTGAGAA-3′"], ["TBX1", "Forward: 5ʹ-CTGACCAATAACCTGCTGGATGA-3′"], ["", "Reverse: 5ʹ-GGCTGATATCTGTGCATGGAGTT-3′"], ["DAB2", "Forward: 5ʹ-GTAGAAACAAGTGCAACCAATGG-3’"], ["", "Reverse: 5ʹ-GCCTTTGAACCTTGCTAAGAGA-3’"], ["E-cadherin", "Forward: 5′-CGAGAGCTACACGTTCACGG-3′"], ["", "Reverse: 5′-GGGTGTCGAGGGAAAAATAGG-3′"], ["N-cadherin", "Forward: 5′-TGCGGTACAGTGTAACTGGG-3′"], ["", "Reverse: 5′-GAAACCGGGCTATCTGCTCG-3′"], ["Vimentin", "Forward: 5′-TGCCGTTGAAGCTGCTAACTA-3′"], ["", "Reverse: 5′-CCAGAGGGAGTGAATCCAGATTA-3′"], ["Snail", "Forward: 5′-ACTGCAACAAGGAATACCTCAG-3′"], ["", "Reverse: 5′-GCACTGGTACTTCTTGACATCTG-3′"], ["Twist", "Forward: 5′-ATTCAAAGAAACAGGGCGTGG-3′"], ["", "Reverse: 5′-CCTTTCAGTGGCTGATTGGC-3′"], ["MMP9", "Forward: 5′-TTGACAGCGACAAGAAGTGG-3′"], ["", "Reverse: 5′-GCCATTCACGTCGTCCTTAT-3′"], ["MMP2", "Forward: 5′-TCTCCTGACATTGACCTTGGC-3′"], ["", "Reverse: 5′-CAAGGTGCTGGCTGAGTAGATC-3′"], ["CCND1", "Forward:5ʹ-AAACAGATCATCCGCAAACAC-3’"], ["", "Reverse:5ʹ-GTTGGGGCTCCTCAGGTTC-3’"], ["MYC", "Forward:5ʹ-CCTGGTGCTCCATGAGGAGA-3’"], ["", "Reverse:5ʹ-TCCAGCAGAAGGTGATCCAGAC-3’"], ["GAPDH", "Forward: 5ʹ-ACCCAGAAGACTGTGGATGG-3’"], ["", "Reverse: 5ʹ-TCAGCTCAGGGATGACCTTG-3’"]], "row_count": 37, "column_count": 2, "numeric_cells": 37, "header_rows": 1, "locator": "section[8]/table-wrap[2]#t0002"}}, {"id": "asset:table:pmid:33235459:3", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:cc731fa430280b12264472ad24804862a765fa6cdac3403605b86ca632ccd764", "bytes": 1559, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[8]/table-wrap[3]#t0003", "version": null, "note": "GO and Pathway Enrichment Analysis of DEGs", "structure": {"pmcid": "PMC7679365", "section_index": 8, "section_title": "Prediction of Relevant MicroRNAs and Transcriptional Factors (TFs) of Hub Genes", "row_count": 21, "column_count": 3}, "table": {"label": "Table 3", "caption": "GO and Pathway Enrichment Analysis of DEGs", "rows": [["Category", "Term", "P-value"], ["GOTERM_BP_DIRECT", "GO:0021983~pituitary gland development", "2.52E-04"], ["GOTERM_BP_DIRECT", "GO:0043392~negative regulation of DNA binding", "2.52E-04"], ["GOTERM_BP_DIRECT", "GO:0060337~type I interferon signaling pathway", "7.45E-04"], ["GOTERM_BP_DIRECT", "GO:0010628~positive regulation of gene expression", "7.56E-04"], ["GOTERM_BP_DIRECT", "GO:0001764~neuron migration", "0.001169"], ["GOTERM_CC_DIRECT", "GO:0031225~anchored component of membrane", "0.000235"], ["GOTERM_CC_DIRECT", "GO:0005615~extracellular space", "0.000690"], ["GOTERM_CC_DIRECT", "GO:0005771~multivesicular body", "0.001670"], ["GOTERM_CC_DIRECT", "GO:0005576~extracellular region", "0.002465"], ["GOTERM_CC_DIRECT", "GO:0016324~apical plasma membrane", "0.004640"], ["GOTERM_MF_DIRECT", "GO:0046983~protein dimerization activity", "0.006223"], ["GOTERM_MF_DIRECT", "GO:0008201~heparin binding", "0.008454"], ["GOTERM_MF_DIRECT", "GO:0005112~Notch binding", "0.016286"], ["GOTERM_MF_DIRECT", "GO:0046872~metal ion binding", "0.016772"], ["GOTERM_MF_DIRECT", "GO:0005215~transporter activity", "0.023963"], ["KEGG_PATHWAY", "hsa04514:Cell adhesion molecules", "0.0046"], ["KEGG_PATHWAY", "hsa04612:Antigen processing and presentation", "0.0096"], ["KEGG_PATHWAY", "hsa05168:Herpes simplex infection", "0.0153"], ["KEGG_PATHWAY", "hsa04144:Endocytosis", "0.0166"], ["KEGG_PATHWAY", "hsa04145:Phagosome", "0.0246"]], "row_count": 21, "column_count": 3, "numeric_cells": 40, "header_rows": 1, "locator": "section[8]/table-wrap[3]#t0003"}}, {"id": "asset:table:pmid:33235459:4", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:8b554a0c889521dd78b920760a502f1dc1d687c053c2dfd8ea3a8f981e2b2e2a", "bytes": 929, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[8]/table-wrap[4]#t0004", "version": null, "note": "Upregulated Gene Sets in the IshikawaPR Cell Line", "structure": {"pmcid": "PMC7679365", "section_index": 8, "section_title": "Prediction of Relevant MicroRNAs and Transcriptional Factors (TFs) of Hub Genes", "row_count": 11, "column_count": 6}, "table": {"label": "Table 4", "caption": "Upregulated Gene Sets in the IshikawaPR Cell Line", "rows": [["Gene Sets", "Size", "ES", "NES", "NOM P-value", "FDR q-value"], ["Interferon gamma response", "196", "0.55", "2.07", "0.00", "0.00"], ["TNF-a signaling via NF-KB", "196", "0.46", "1.72", "0.00", "0.01"], ["Epithelial mesenchymal transition", "195", "0.43", "1.62", "0.00", "0.01"], ["Hypoxia", "191", "0.39", "1.47", "0.00", "0.04"], ["Complement", "193", "0.44", "1.67", "0.00", "0.01"], ["Negative regulation of regulated secretory pathway", "23", "0.68", "1.73", "0.00", "0.27"], ["Chronic inflammatory response", "18", "0.69", "1.72", "0.01", "0.27"], ["Interleukin1 production", "90", "0.49", "1.69", "0.00", "0.30"], ["Interferon gamma mediated signaling pathway", "87", "0.51", "1.74", "0.00", "0.30"], ["Negative regulation of response to drug", "25", "0.63", "1.68", "0.00", "0.30"]], "row_count": 11, "column_count": 6, "numeric_cells": 50, "header_rows": 1, "locator": "section[8]/table-wrap[4]#t0004"}}, {"id": "asset:table:pmid:33235459:5", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:e6de91159a00ff31b71840ebbc9e7e002b1a1fb61c55d46108ac89f287420a48", "bytes": 1080, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[8]/table-wrap[5]#t0005", "version": null, "note": "Upregulated Gene Sets in the Ishikawa Cell Line", "structure": {"pmcid": "PMC7679365", "section_index": 8, "section_title": "Prediction of Relevant MicroRNAs and Transcriptional Factors (TFs) of Hub Genes", "row_count": 11, "column_count": 6}, "table": {"label": "Table 5", "caption": "Upregulated Gene Sets in the Ishikawa Cell Line", "rows": [["Gene Sets", "Size", "ES", "NES", "NOM P-value", "FDR q-value"], ["ATP dependent microtubule motor activity plus end directed", "26", "−0.65", "−1.76", "0.00", "0.62"], ["Mesenchymal to epithelial transition", "20", "−0.69", "−1.75", "0.00", "0.58"], ["Phospholipid catabolic process", "38", "−0.59", "−1.75", "0.00", "0.55"], ["Respiratory chain complex IV", "15", "−0.72", "−1.73", "0.01", "0.56"], ["Transcytosis", "18", "−0.69", "−1.72", "0.01", "0.52"], ["Positive regulation of protein localization to cell periphery", "60", "−0.54", "−1.69", "0.00", "0.59"], ["Negative regulation of insulin secretion", "36", "−0.55", "−1.59", "0.01", "0.66"], ["Apical junction assembly", "58", "−0.48", "−1.52", "0.01", "0.88"], ["Cell–cell adhesion via plasma membrane adhesion molecules", "253", "−0.36", "−1.39", "0.01", "0.94"], ["Plasma membrane receptor complex", "184", "−0.36", "−1.37", "0.01", "0.94"]], "row_count": 11, "column_count": 6, "numeric_cells": 50, "header_rows": 1, "locator": "section[8]/table-wrap[5]#t0005"}}, {"id": "asset:table:pmid:33235459:6", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:e00f6221a0e75f3940eec01983cb76285f25eb99ea752038ea619feb2b0cae3e", "bytes": 1291, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[8]/table-wrap[6]#t0006", "version": null, "note": "Identification of Hub Genes by cytoHubba", "structure": {"pmcid": "PMC7679365", "section_index": 8, "section_title": "Prediction of Relevant MicroRNAs and Transcriptional Factors (TFs) of Hub Genes", "row_count": 11, "column_count": 13}, "table": {"label": "Table 6", "caption": "Identification of Hub Genes by cytoHubba", "rows": [["Name", "Betweenness", "BottleNeck", "Closeness", "ClusteringCoefficient", "Degree", "DMNC", "EcCentricity", "EPC", "MCC", "MNC", "Radiality", "Stress"], ["CDH1", "7,440.58", "76", "66.299", "0.085", "27", "0.227", "0.100", "43.793", "96", "17", "11.806", "17,516"], ["JAG1", "1,707.27", "14", "52.316", "0.321", "8", "0.428", "0.100", "39.736", "26", "6", "11.457", "3,744"], ["PTGES", "510.00", "1", "38.399", "1.000", "2", "0.308", "0.082", "21.129", "2", "2", "10.558", "500"], ["EPCAM", "423.05", "6", "52.267", "0.378", "10", "0.339", "0.090", "41.186", "58", "10", "11.312", "1,750"], ["CNTNAP2", "2,582.66", "10", "38.916", "0.000", "5", "0.000", "0.100", "15.668", "5", "1", "10.609", "4,672"], ["TBX1", "1,156.20", "12", "52.016", "0.333", "7", "0.454", "0.100", "39.344", "20", "5", "11.438", "3,108"], ["MSX1", "944.50", "4", "43.892", "0.167", "4", "0.308", "0.100", "25.883", "4", "2", "11.039", "1,976"], ["KRT19", "405.98", "5", "49.634", "0.389", "9", "0.334", "0.090", "39.797", "46", "9", "11.198", "1,452"], ["OAS1", "81.05", "1", "39.275", "0.500", "8", "0.408", "0.100", "29.613", "58", "8", "10.419", "450"], ["DAB2", "751.752", "2", "45.945", "0.267", "6", "0.379", "0.112", "32.237", "10", "4", "11.191", "1,378"]], "row_count": 11, "column_count": 13, "numeric_cells": 121, "header_rows": 1, "locator": "section[8]/table-wrap[6]#t0006"}}, {"id": "asset:table:pmid:33235459:7", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:ec1f964c3b4f2c87ffc197f8cbb85c23dbd2db8d5c219b3e7b09e10c7b78a6ac", "bytes": 758, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[8]/table-wrap[7]#t0007", "version": null, "note": "The Information of Ten Hub Genes", "structure": {"pmcid": "PMC7679365", "section_index": 8, "section_title": "Prediction of Relevant MicroRNAs and Transcriptional Factors (TFs) of Hub Genes", "row_count": 11, "column_count": 3}, "table": {"label": "Table 7", "caption": "The Information of Ten Hub Genes", "rows": [["Gene Name", "logFC", "P-value"], ["CDH1(cadherin 1)", "−5.41", "2.16E-10"], ["JAG1(jagged 1)", "−5.44", "2.35E-10"], ["PTGES(prostaglandin E synthase)", "7.77", "2.42E-11"], ["EPCAM(epithelial cell adhesion molecule)", "−5.39", "2.66E-10"], ["CNTNAP2(contactin associated protein-like 2)", "−7.10", "1.76E-11"], ["TBX1(T-box 1)", "7.61", "2.71E-10"], ["MSX1(msh homeobox 1)", "−5.45", "5.79E-10"], ["KRT19(keratin 19)", "−6.60", "4.00E-10"], ["OAS1(2ʹ-5ʹ-oligoadenylate synthetase 1)", "5.83", "1.24E-10"], ["DAB2(disabled homolog 2, mitogen-responsive phosphoprotein)", "9.00", "3.02E-10"]], "row_count": 11, "column_count": 3, "numeric_cells": 28, "header_rows": 1, "locator": "section[8]/table-wrap[7]#t0007"}}, {"id": "asset:table:pmid:33235459:8", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:a214f59d710118823c4782a5897b52a745e70f3673189087700c1212dc93ee30", "bytes": 494, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[8]/table-wrap[8]#t0008", "version": null, "note": "The Main Related MicroRNAs of Hub Genes", "structure": {"pmcid": "PMC7679365", "section_index": 8, "section_title": "Prediction of Relevant MicroRNAs 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"section[8]/table-wrap[9]#t0009", "version": null, "note": "The Main Related TFs of Hub Genes", "structure": {"pmcid": "PMC7679365", "section_index": 8, "section_title": "Prediction of Relevant MicroRNAs and Transcriptional Factors (TFs) of Hub Genes", "row_count": 13, "column_count": 3}, "table": {"label": "Table 9", "caption": "The Main Related TFs of Hub Genes", "rows": [["TFs", "Genes", "Count"], ["MAZ", "CDH1, EPCAM, KRT19, MSX1, TBX1", "5"], ["TFDP1", "CDH1, CNTNAP2, KRT19, MSX1", "4"], ["PPARG", "CDH1, EPCAM, KRT19", "3"], ["NR2F1", "CDH1, KRT19, TBX1", "3"], ["DMAP1", "CDH1, KRT19, OAS1", "3"], ["EZH2", "CDH1, MSX1, TBX1", "3"], ["ELF3", "CDH1, EPCAM, KRT19", "3"], ["CHD1", "CDH1, KRT19, PTGES", "3"], ["BCOR", "EPCAM, PTGES, TBX1", "3"], ["E2F5", "KRT19, PTGES, TBX1", "3"], ["JUND", "EPCAM, KRT19, TBX1", "3"], ["SMARCA5", "KRT19, PTGES, TBX1", "3"]], "row_count": 13, "column_count": 3, "numeric_cells": 22, "header_rows": 1, "locator": "section[8]/table-wrap[9]#t0009"}}, {"id": 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