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pmid:28932774

Transcriptomic and bioinformatics analysis of the early time-course of the response to prostaglandin F2 alpha in the bovine corpus luteum.

Heather Talbott · Xiaoying Hou · Fang Qiu · Pan Zhang · Chittibabu Guda · Fang Yu · Robert A Cushman · Jennifer R Wood · Cheng Wang · Andrea S Cupp · John S Davis

Data in brief · 2017 doi:10.1016/j.dib.2017.08.026

Paper

complete

Experiment

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Data

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Analysis

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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:28932774
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science-record
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2026-11-01T15:40:28Z
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paper object · 10 fields
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title
Transcriptomic and bioinformatics analysis of the early time-course of the response to prostaglandin F2 alpha in the bovine corpus luteum.
doi
10.1016/j.dib.2017.08.026
pmid
28932774
authors array · 11 items
[0]
Heather Talbott
[1]
Xiaoying Hou
[2]
Fang Qiu
[3]
Pan Zhang
[4]
Chittibabu Guda
[5]
Fang Yu
[6]
Robert A Cushman
[7]
Jennifer R Wood
[8]
Cheng Wang
[9]
Andrea S Cupp
[10]
John S Davis
journal
Data in brief
year
2017
abstract
RNA expression analysis was performed on the corpus luteum tissue at five time points after prostaglandin F2 alpha treatment of midcycle cows using an Affymetrix Bovine Gene v1 Array. The normalized linear microarray data was uploaded to the NCBI GEO repository (GSE94069). Subsequent statistical analysis determined differentially expressed transcripts ± 1.5-fold change from saline control with P ≤ 0.05. Gene ontology of differentially expressed transcripts was annotated by DAVID and Panther. Physiological characteristics of the study animals are presented in a figure. Bioinformatic analysis by Ingenuity Pathway Analysis was curated, compiled, and presented in tables. A dataset comparison with similar microarray analyses was performed and bioinformatics analysis by Ingenuity Pathway Analysis, DAVID, Panther, and String of differentially expressed genes from each dataset as well as the differentially expressed genes common to all three datasets were curated, compiled, and presented in tables. Finally, a table comparing four bioinformatics tools' predictions of functions associated with genes common to all three datasets is presented. These data have been further analyzed and interpreted in the companion article "Early transcriptome responses of the bovine mid-cycle corpus luteum to prostaglandin F2 alpha includes cytokine signaling" [1].
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Linear Models for Microarray Analysis (LIMMA) [6] in the Bioconductor suite [7] under the statistical program R [8] was applied to compare the log ratio between each of the PGF2α time points and the saline control after adjusting for the box effect.
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sections[8] "Microarray statistics" paragraph 2
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Linear Models for Microarray Analysis (LIMMA) [6] in the Bioconductor suite [7] under the statistical program R [8] was applied to compare the log ratio between each of the PGF2α time points and the saline control after adjusting for the box effect.
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Raw data is in the public NCBI repository GEO (GSE94069), curated bioinformatics predictions are presented within the article as tables
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Raw data is in the public NCBI repository GEO (GSE94069), curated bioinformatics predictions are presented within the article as tables
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RNA expression in the corpus luteum was analyzed with Affymetrix microarrays, and differentially expressed transcripts were identified by ≥1.5-fold change from saline controls with P ≤ 0.05 using normalized linear data available from NCBI GEO under GSE94069.
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Subsequent statistical analysis determined differentially expressed transcripts ± 1.5-fold change from saline control with P ≤ 0.05.
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sections[0] "Abstract" paragraph 1
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RNA expression analysis was performed on the corpus luteum tissue at five time points after prostaglandin F2 alpha treatment of midcycle cows using an Affymetrix Bovine Gene v1 Array.
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sections[0] "Abstract" paragraph 1
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The normalized linear microarray data was uploaded to the NCBI GEO repository (GSE94069).
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sections[0] "Abstract" paragraph 1
quote
Subsequent statistical analysis determined differentially expressed transcripts ± 1.5-fold change from saline control with P ≤ 0.05.
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RNA expression in the corpus luteum was analyzed with Affymetrix microarrays, and differentially expressed transcripts were identified by ≥1.5-fold change from saline controls with P ≤ 0.05 using normalized linear data available from NCBI GEO under GSE94069.
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Prostaglandin F2α -induced changes in transcriptome of bovine mid cycle versus early corpus luteum
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Global changes in gene expression of buffalo cow corpus luteum during prostaglandin F2alpha- induced luteolysis
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Early temporal transcriptome responses of the bovine mid-cycle corpus luteum to prostaglandin F2 alpha indicates cytokine activation
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1. Data
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Table 1
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Canonical pathways of PGF2α time course ⁎.
rows array · 37 items
[0] array · 6 items
[0]
[1]
0.5 h
[2]
1 h
[3]
2 h
[4]
4 h
[5]
[1] array · 10 items
[0]
Ingenuity Canonical Pathways
[1]
z-score
[2]
P-value (B-H)
[3]
z-score
[4]
P-value (B-H)
[5]
z-score
[6]
P-value (B-H)
[7]
z-score
[8]
P-value (B-H)
[9]
|Avg.| z-score
[2] array · 10 items
[0]
Death Receptor Signaling
[1]
[2]
[3]
[4]
[5]
[6]
[7]
−2.71
[8]
3.23E-01
[9]
0.90
[3] array · 10 items
[0]
Integrin Signaling
[1]
[2]
[3]
[4]
[5]
[6]
[7]
−2.68
[8]
4.69E-01
[9]
0.89
[4] array · 10 items
[0]
UVA-Induced MAPK Signaling
[1]
[2]
2.51E-02
[3]
[4]
2.65E-01
[5]
[6]
7.96E-01
[7]
−2.50
[8]
1.64E-01
[9]
0.83
[5] array · 10 items
[0]
MIF Regulation of Innate Immunity
[1]
[2]
1.58E-02
[3]
[4]
8.71E-02
[5]
[6]
6.44E-01
[7]
2.45
[8]
3.44E-01
[9]
0.82
[6] array · 10 items
[0]
Retinoic acid Mediated Apoptosis Signaling
[1]
[2]
[3]
[4]
[5]
[6]
4.81E-01
[7]
−2.45
[8]
1.78E-01
[9]
0.82
[7] array · 10 items
[0]
Melanocyte Development and Pigmentation Signaling
[1]
[2]
[3]
[4]
[5]
[6]
[7]
−2.32
[8]
1.64E-01
[9]
0.77
[8] array · 10 items
[0]
TREM1 Signaling
[1]
[2]
[3]
[4]
[5]
[6]
7.89E-01
[7]
2.31
[8]
1.10E-01
[9]
0.77
[9] array · 10 items
[0]
CREB Signaling in Neurons
[1]
[2]
[3]
[4]
[5]
[6]
[7]
−2.18
[8]
4.61E-01
[9]
0.73
[10] array · 10 items
[0]
Aldosterone Signaling in Epithelial Cells
[1]
[2]
4.37E-02
[3]
[4]
7.76E-02
[5]
[6]
4.89E-01
[7]
−2.14
[8]
9.55E-02
[9]
0.71
[11] array · 10 items
[0]
NGF Signaling
[1]
[2]
[3]
[4]
[5]
[6]
8.39E-01
[7]
−2.13
[8]
4.79E-02
[9]
0.71
[12] array · 10 items
[0]
Calcium Signaling
[1]
[2]
[3]
[4]
[5]
[6]
[7]
−2.11
[8]
2.64E-01
[9]
0.53
[13] array · 10 items
[0]
Toll-like Receptor Signaling
[1]
[2]
2.24E-02
[3]
[4]
6.61E-02
[5]
2.00
[6]
2.99E-01
[7]
2.14
[8]
2.69E-02
[9]
1.03
[14] array · 10 items
[0]
ILK Signaling
[1]
[2]
5.25E-02
[3]
2.45
[4]
2.34E-02
[5]
1.63
[6]
7.31E-01
[7]
[8]
1.60E-01
[9]
1.36
[15] array · 10 items
[0]
Inflammasome pathway
[1]
[2]
[3]
[4]
[5]
[6]
7.55E-01
[7]
2.00
[8]
2.98E-01
[9]
0.50
[16] array · 10 items
[0]
MIF-mediated Glucocorticoid Regulation
[1]
[2]
[3]
[4]
[5]
[6]
[7]
2.00
[8]
5.16E-01
[9]
0.50
[17] array · 10 items
[0]
JAK/Stat Signaling
[1]
[2]
2.24E-02
[3]
[4]
2.45E-02
[5]
[6]
3.49E-01
[7]
−2.00
[8]
8.32E-02
[9]
0.50
[18] array · 10 items
[0]
Granzyme B Signaling
[1]
[2]
[3]
[4]
[5]
[6]
7.43E-01
[7]
−2.00
[8]
2.30E-01
[9]
0.50
[19] array · 10 items
[0]
Dopamine-DARPP32 Feedback in cAMP Signaling
[1]
[2]
[3]
[4]
6.15E-01
[5]
[6]
[7]
−2.00
[8]
4.50E-01
[9]
0.50
[20] array · 10 items
[0]
Signaling by Rho Family GTPases
[1]
[2]
7.59E-02
[3]
2.00
[4]
1.61E-01
[5]
[6]
[7]
[8]
[9]
0.67
[21] array · 10 items
[0]
LPS/IL-1 Mediated Inhibition of RXR Function
[1]
[2]
2.57E-01
[3]
[4]
[5]
2.00
[6]
7.43E-01
[7]
1.90
[8]
5.79E-01
[9]
0.97
[22] array · 10 items
[0]
LXR/RXR Activation
[1]
[2]
[3]
[4]
[5]
−1.34
[6]
4.99E-01
[7]
−2.32
[8]
1.61E-01
[9]
0.92
[23] array · 10 items
[0]
Cholecystokinin/Gastrin-mediated Signaling
[1]
[2]
2.45E-02
[3]
2.00
[4]
3.89E-02
[5]
2.65
[6]
2.99E-01
[7]
0.69
[8]
6.76E-02
[9]
1.33
[24] array · 10 items
[0]
TGF-β Signaling
[1]
[2]
2.24E-02
[3]
[4]
7.76E-02
[5]
2.00
[6]
5.45E-01
[7]
1.16
[8]
1.66E-01
[9]
0.79
[25] array · 10 items
[0]
Acute Phase Response Signaling
[1]
[2]
4.37E-02
[3]
1.00
[4]
7.76E-02
[5]
2.12
[6]
4.81E-01
[7]
1.53
[8]
1.23E-01
[9]
1.16
[26] array · 10 items
[0]
HMGB1 Signaling
[1]
[2]
3.09E-02
[3]
2.00
[4]
2.45E-02
[5]
1.89
[6]
3.44E-01
[7]
0.69
[8]
1.34E-01
[9]
1.14
[27] array · 10 items
[0]
Gαq Signaling
[1]
[2]
[3]
[4]
6.41E-01
[5]
−0.45
[6]
7.46E-01
[7]
−2.07
[8]
3.13E-01
[9]
0.63
[28] array · 10 items
[0]
Colorectal Cancer Metastasis Signaling
[1]
[2]
7.41E-02
[3]
2.00
[4]
1.61E-01
[5]
1.13
[6]
7.52E-01
[7]
−0.38
[8]
2.59E-01
[9]
0.69
[29] array · 10 items
[0]
Endothelin-1 Signaling
[1]
[2]
4.90E-02
[3]
2.00
[4]
8.71E-02
[5]
[6]
[7]
−0.66
[8]
3.94E-01
[9]
0.34
[30] array · 10 items
[0]
PI3K Signaling in B Lymphocytes
[1]
[2]
1.41E-02
[3]
[4]
1.22E-01
[5]
1.34
[6]
4.81E-01
[7]
−0.21
[8]
2.69E-02
[9]
0.28
[31] array · 10 items
[0]
Corticotropin Releasing Hormone Signaling
[1]
[2]
1.41E-02
[3]
[4]
3.89E-02
[5]
[6]
6.43E-01
[7]
−0.54
[8]
2.00E-01
[9]
0.18
[32] array · 10 items
[0]
IL-8 Signaling
[1]
[2]
5.62E-02
[3]
2.00
[4]
1.08E-01
[5]
0.45
[6]
8.39E-01
[7]
−1.09
[8]
4.00E-01
[9]
0.34
[33] array · 10 items
[0]
NRF2-mediated Oxidative Stress Response
[1]
[2]
1.41E-02
[3]
0.45
[4]
1.00E-02
[5]
0.38
[6]
1.75E-01
[7]
0.24
[8]
1.11E-01
[9]
0.27
[34] array · 10 items
[0]
Cardiac Hypertrophy Signaling
[1]
[2]
2.86E-01
[3]
[4]
2.88E-01
[5]
1.63
[6]
7.99E-01
[7]
−2.04
[8]
1.71E-01
[9]
0.10
[35] array · 10 items
[0]
IGF-1 Signaling
[1]
[2]
1.41E-02
[3]
1.00
[4]
1.91E-02
[5]
0.82
[6]
2.41E-01
[7]
−1.29
[8]
8.51E-02
[9]
0.13
[36] array · 10 items
[0]
IL-17A Signaling in Gastric Cells
[1]
[2]
1.41E-02
[3]
[4]
6.61E-02
[5]
[6]
4.99E-01
[7]
[8]
6.10E-01
[9]
locator
section[4]/table-wrap[1]#t0005
[5] object · 16 fields
id
asset:table:pmid:28932774:2
role
table
format
jats-table
media_type
application/vnd.jats.table+json
uri
null
sha256
sha256:6a3d6dca90c092ec36f794bf0abd371b5bf319c87694958c561ec04d7092fab4
bytes
5881
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open
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reader
read_table
reader_status
available
identifier
section[4]/table-wrap[2]#t0010
version
null
note
Canonical pathways of dataset comparison ⁎.
structure object · 5 fields
pmcid
PMC5596332
section_index
4
section_title
1. Data
row_count
62
column_count
8
table object · 8 fields
label
Table 2
caption
Canonical pathways of dataset comparison ⁎.
rows array · 62 items
[0] array · 5 items
[0]
[1]
GSE94069
[2]
GSE23348
[3]
GSE27961
[4]
[1] array · 8 items
[0]
Ingenuity Canonical Pathways
[1]
z-score
[2]
P-value (B-H)
[3]
z-score
[4]
P-value (B-H)
[5]
z-score
[6]
P-value (B-H)
[7]
|Avg.| z-score
[2] array · 8 items
[0]
TREM1 Signaling
[1]
2.31
[2]
1.90E-01
[3]
4.24
[4]
3.55E-01
[5]
2.24
[6]
4.34E-01
[7]
2.93
[3] array · 8 items
[0]
p38 MAPK Signaling
[1]
1.34
[2]
7.94E-01
[3]
3.36
[4]
1.66E-01
[5]
2.53
[6]
1.75E-01
[7]
2.41
[4] array · 8 items
[0]
Acute Phase Response Signaling
[1]
1.53
[2]
1.19E-01
[3]
3.58
[4]
2.19E-01
[5]
2.12
[6]
6.24E-01
[7]
2.41
[5] array · 8 items
[0]
Dendritic Cell Maturation
[1]
[2]
1.13E-01
[3]
3.27
[4]
2.90E-01
[5]
1.41
[6]
5.18E-01
[7]
2.34
[6] array · 8 items
[0]
Inflammasome pathway
[1]
2.00
[2]
3.20E-01
[3]
2.65
[4]
5.13E-01
[5]
[6]
5.10E-01
[7]
2.33
[7] array · 8 items
[0]
MIF Regulation of Innate Immunity
[1]
2.45
[2]
3.52E-01
[3]
2.00
[4]
2.67E-01
[5]
[6]
[7]
2.23
[8] array · 8 items
[0]
CREB Signaling in Neurons
[1]
−2.18
[2]
4.67E-01
[3]
[4]
[5]
[6]
[7]
2.18
[9] array · 8 items
[0]
LPS/IL-1 Mediated Inhibition of RXR Function
[1]
1.90
[2]
5.85E-01
[3]
2.45
[4]
1.80E-01
[5]
[6]
2.26E-01
[7]
2.18
[10] array · 8 items
[0]
Role of IL-17F in Allergic Inflammatory Airway Diseases
[1]
1.27
[2]
4.68E-01
[3]
3.00
[4]
1.20E-01
[5]
2.24
[6]
1.35E-01
[7]
2.17
[11] array · 8 items
[0]
LXR/RXR Activation
[1]
−2.32
[2]
1.17E-01
[3]
−2.83
[4]
1.35E-01
[5]
−1.34
[6]
4.28E-01
[7]
2.16
[12] array · 8 items
[0]
Aldosterone Signaling in Epithelial Cells
[1]
−2.14
[2]
9.12E-01
[3]
[4]
1.75E-01
[5]
[6]
4.99E-01
[7]
2.14
[13] array · 8 items
[0]
Type I Diabetes Mellitus Signaling
[1]
[2]
6.11E-01
[3]
2.11
[4]
4.70E-01
[5]
[6]
[7]
2.11
[14] array · 8 items
[0]
IL-6 Signaling
[1]
1.23
[2]
2.57E-01
[3]
3.41
[4]
2.75E-01
[5]
1.67
[6]
3.27E-01
[7]
2.10
[15] array · 8 items
[0]
MIF-mediated Glucocorticoid Regulation
[1]
2.00
[2]
5.18E-01
[3]
2.00
[4]
1.61E-01
[5]
[6]
[7]
2.00
[16] array · 8 items
[0]
Granzyme B Signaling
[1]
−2.00
[2]
2.32E-01
[3]
[4]
6.98E-01
[5]
[6]
7.60E-01
[7]
2.00
[17] array · 8 items
[0]
Dopamine-DARPP32 Feedback in cAMP Signaling
[1]
−2.00
[2]
4.62E-01
[3]
[4]
[5]
[6]
[7]
2.00
[18] array · 8 items
[0]
Role of Wnt/GSK-3β Signaling in the Pathogenesis of Influenza
[1]
[2]
[3]
[4]
[5]
2.00
[6]
5.10E-01
[7]
2.00
[19] array · 8 items
[0]
Toll-like Receptor Signaling
[1]
2.14
[2]
2.57E-01
[3]
2.71
[4]
5.62E-01
[5]
1.00
[6]
6.24E-01
[7]
1.95
[20] array · 8 items
[0]
PI3K/AKT Signaling
[1]
2.13
[2]
2.57E-01
[3]
1.90
[4]
6.92E-01
[5]
1.67
[6]
3.83E-01
[7]
1.90
[21] array · 8 items
[0]
Actin Nucleation by ARP-WASP Complex
[1]
[2]
[3]
1.63
[4]
1.58E-01
[5]
2.00
[6]
5.10E-01
[7]
1.82
[22] array · 8 items
[0]
ILK Signaling
[1]
[2]
1.53E-01
[3]
2.32
[4]
5.25E-01
[5]
1.29
[6]
1.59E-01
[7]
1.81
[23] array · 8 items
[0]
Retinoic acid Mediated Apoptosis Signaling
[1]
−2.45
[2]
1.74E-01
[3]
-1.00
[4]
1.61E-01
[5]
[6]
7.26E-01
[7]
1.73
[24] array · 8 items
[0]
HMGB1 Signaling
[1]
0.45
[2]
1.90E-01
[3]
2.99
[4]
2.82E-01
[5]
1.67
[6]
3.45E-01
[7]
1.70
[25] array · 8 items
[0]
Regulation of Actin-based Motility by Rho
[1]
[2]
[3]
1.34
[4]
5.77E-01
[5]
2.00
[6]
7.60E-01
[7]
1.67
[26] array · 8 items
[0]
Rac Signaling
[1]
[2]
4.67E-01
[3]
2.14
[4]
1.70E-01
[5]
1.13
[6]
5.31E-01
[7]
1.64
[27] array · 8 items
[0]
Cholecystokinin/Gastrin-mediated Signaling
[1]
0.69
[2]
7.80E-01
[3]
2.31
[4]
2.57E-01
[5]
1.89
[6]
4.75E-01
[7]
1.63
[28] array · 8 items
[0]
VDR/RXR Activation
[1]
0.82
[2]
1.19E-01
[3]
1.67
[4]
2.34E-01
[5]
2.24
[6]
2.82E-01
[7]
1.58
[29] array · 8 items
[0]
NF-κB Signaling
[1]
0.54
[2]
2.57E-01
[3]
3.27
[4]
2.75E-01
[5]
0.91
[6]
4.34E-01
[7]
1.57
[30] array · 8 items
[0]
iNOS Signaling
[1]
1.00
[2]
1.14E-01
[3]
2.00
[4]
3.21E-01
[5]
[6]
[7]
1.50
[31] array · 8 items
[0]
Role of Pattern Recognition Receptors in Recognition of Bacteria and Viruses
[1]
−0.28
[2]
1.66E-01
[3]
3.21
[4]
4.37E-01
[5]
[6]
4.84E-01
[7]
1.47
[32] array · 8 items
[0]
Ephrin Receptor Signaling
[1]
[2]
[3]
0.82
[4]
3.93E-01
[5]
2.00
[6]
5.85E-01
[7]
1.41
[33] array · 8 items
[0]
Agrin Interactions at Neuromuscular Junction
[1]
0.38
[2]
5.27E-01
[3]
2.00
[4]
5.86E-01
[5]
1.63
[6]
1.59E-01
[7]
1.34
[34] array · 8 items
[0]
Tec Kinase Signaling
[1]
−1.21
[2]
5.31E-01
[3]
3.50
[4]
7.80E-01
[5]
1.41
[6]
6.59E-01
[7]
1.23
[35] array · 8 items
[0]
ERK5 Signaling
[1]
0.28
[2]
8.32E-01
[3]
1.41
[4]
5.75E-01
[5]
2.00
[6]
5.51E-01
[7]
1.23
[36] array · 8 items
[0]
Production of Nitric Oxide and Reactive Oxygen Species in Macrophages
[1]
−0.76
[2]
1.90E-01
[3]
3.15
[4]
3.39E-01
[5]
[6]
[7]
1.20
[37] array · 8 items
[0]
UVA-Induced MAPK Signaling
[1]
−2.67
[2]
1.19E-01
[3]
[4]
1.90E-01
[5]
0.45
[6]
5.51E-01
[7]
1.11
[38] array · 8 items
[0]
PI3K Signaling in B Lymphocytes
[1]
−0.21
[2]
2.57E-01
[3]
2.36
[4]
5.13E-01
[5]
[6]
[7]
1.08
[39] array · 8 items
[0]
Colorectal Cancer Metastasis Signaling
[1]
−0.56
[2]
2.18E-01
[3]
2.70
[4]
7.80E-01
[5]
1.00
[6]
3.70E-01
[7]
1.05
[40] array · 8 items
[0]
Basal Cell Carcinoma Signaling
[1]
−0.45
[2]
6.34E-01
[3]
[4]
[5]
2.45
[6]
3.70E-01
[7]
1.00
[41] array · 8 items
[0]
B Cell Receptor Signaling
[1]
−0.58
[2]
9.77E-01
[3]
2.83
[4]
8.71E-01
[5]
0.71
[6]
6.50E-01
[7]
0.99
[42] array · 8 items
[0]
Phospholipase C Signaling
[1]
−1.41
[2]
4.62E-01
[3]
3.32
[4]
5.32E-01
[5]
1.00
[6]
5.10E-01
[7]
0.97
[43] array · 8 items
[0]
Glioma Invasiveness Signaling
[1]
−0.30
[2]
2.69E-01
[3]
2.11
[4]
8.32E-01
[5]
1.00
[6]
1.38E-01
[7]
0.94
[44] array · 8 items
[0]
Oncostatin M Signaling
[1]
−0.45
[2]
4.23E-01
[3]
2.24
[4]
9.12E-01
[5]
[6]
4.95E-01
[7]
0.90
[45] array · 8 items
[0]
Neuregulin Signaling
[1]
−0.30
[2]
3.13E-01
[3]
2.00
[4]
5.81E-01
[5]
[6]
7.60E-01
[7]
0.85
[46] array · 8 items
[0]
JAK/Stat Signaling
[1]
−2.00
[2]
7.94E-01
[3]
0.33
[4]
8.32E-01
[5]
[6]
[7]
0.84
[47] array · 8 items
[0]
Calcium Signaling
[1]
−2.11
[2]
2.77E-01
[3]
[4]
[5]
0.45
[6]
1.38E-01
[7]
0.83
[48] array · 8 items
[0]
Role of RIG1-like Receptors in Antiviral Innate Immunity
[1]
−0.45
[2]
1.90E-01
[3]
2.00
[4]
5.75E-01
[5]
[6]
[7]
0.78
[49] array · 8 items
[0]
Type II Diabetes Mellitus Signaling
[1]
−0.58
[2]
3.36E-01
[3]
2.12
[4]
2.23E-01
[5]
[6]
[7]
0.77
[50] array · 8 items
[0]
PKCθ Signaling in T Lymphocytes
[1]
−1.41
[2]
1.66E-01
[3]
2.50
[4]
3.72E-01
[5]
[6]
[7]
0.55
[51] array · 8 items
[0]
NGF Signaling
[1]
−2.13
[2]
5.10E-01
[3]
2.33
[4]
2.85E-01
[5]
1.34
[6]
6.32E-01
[7]
0.51
[52] array · 8 items
[0]
Fcγ Receptor-mediated Phagocytosis in Macrophages and Monocytes
[1]
−1.73
[2]
3.97E-01
[3]
2.12
[4]
2.31E-01
[5]
1.13
[6]
4.28E-01
[7]
0.51
[53] array · 8 items
[0]
Role of NFAT in Regulation of the Immune Response
[1]
−1.50
[2]
3.75E-01
[3]
2.50
[4]
6.92E-01
[5]
[6]
[7]
0.50
[54] array · 8 items
[0]
Cardiac Hypertrophy Signaling
[1]
−2.40
[2]
1.69E-01
[3]
1.70
[4]
4.00E-01
[5]
2.14
[6]
4.34E-01
[7]
0.48
[55] array · 8 items
[0]
Death Receptor Signaling
[1]
−2.71
[2]
3.36E-01
[3]
0.28
[4]
3.89E-01
[5]
1.00
[6]
7.24E-01
[7]
0.48
[56] array · 8 items
[0]
Wnt/Ca+ pathway
[1]
−1.13
[2]
4.67E-01
[3]
0.45
[4]
2.92E-01
[5]
2.00
[6]
5.10E-01
[7]
0.44
[57] array · 8 items
[0]
Gαq Signaling
[1]
−2.36
[2]
4.40E-01
[3]
1.51
[4]
2.39E-01
[5]
[6]
[7]
0.43
[58] array · 8 items
[0]
CNTF Signaling
[1]
−2.11
[2]
1.33E-01
[3]
1.34
[4]
3.51E-01
[5]
[6]
5.26E-01
[7]
0.39
[59] array · 8 items
[0]
IL-8 Signaling
[1]
−1.90
[2]
4.19E-01
[3]
2.00
[4]
5.10E-01
[5]
0.58
[6]
4.70E-01
[7]
0.23
[60] array · 8 items
[0]
Integrin Signaling
[1]
−2.68
[2]
4.88E-01
[3]
1.51
[4]
4.99E-01
[5]
1.39
[6]
4.34E-01
[7]
0.07
[61] array · 8 items
[0]
Melanocyte Development and Pigmentation Signaling
[1]
−2.32
[2]
1.56E-01
[3]
1.34
[4]
4.90E-01
[5]
0.82
[6]
4.34E-01
[7]
0.05
locator
section[4]/table-wrap[2]#t0010
[6] object · 16 fields
id
asset:table:pmid:28932774:3
role
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:d775ce8ed5e2d05d6532c98101b8ea08d518c0dd20c250031bf502911fac9413
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reader
read_table
reader_status
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identifier
section[4]/table-wrap[3]#t0015
version
null
note
Canonical pathways of common genes ⁎.
structure object · 5 fields
pmcid
PMC5596332
section_index
4
section_title
1. Data
row_count
30
column_count
4
table object · 8 fields
label
Table 3
caption
Canonical pathways of common genes ⁎.
rows array · 30 items
[0] array · 4 items
[0]
Ingenuity Canonical Pathways
[1]
z-score
[2]
P-value
[3]
Molecules
[1] array · 4 items
[0]
Glioma Invasiveness Signaling
[1]
2.00
[2]
1.74E-03
[3]
PIK3CA, ITGAV, PLAUR, CD44
[2] array · 4 items
[0]
IL-6 Signaling
[1]
2.00
[2]
2.00E-03
[3]
IL18, PIK3CA, SRF, CD14, IL33
[3] array · 4 items
[0]
Acute Phase Response Signaling
[1]
2.00
[2]
2.57E-02
[3]
IL18, PIK3CA, SERPINE1, IL33
[4] array · 4 items
[0]
NF-κB Signaling
[1]
2.00
[2]
3.16E-02
[3]
IL18, PIK3CA, BMP2, IL33
[5] array · 4 items
[0]
PDGF Signaling
[1]
1.00
[2]
3.63E-03
[3]
PIK3CA, SRF, SPHK1, PDGFC
[6] array · 4 items
[0]
LXR/RXR Activation
[1]
−1.00
[2]
7.41E-03
[3]
IL18, CD14, ARG2, IL33
[7] array · 4 items
[0]
Atherosclerosis Signaling
[1]
[2]
1.05E-03
[3]
IL18, TNFRSF12A, MMP1, IL33, PDGFC
[8] array · 4 items
[0]
HIF1α Signaling
[1]
[2]
1.07E-03
[3]
PIK3CA, LDHA, SLC2A1, MMP1, PDGFC
[9] array · 4 items
[0]
GDP-glucose Biosynthesis
[1]
[2]
1.10E-03
[3]
HK2, PGM5
[10] array · 4 items
[0]
IL-10 Signaling
[1]
[2]
1.23E-03
[3]
IL18, CD14, ARG2, IL33
[11] array · 4 items
[0]
Hepatic Fibrosis / Hepatic Stellate Cell Activation
[1]
[2]
1.29E-03
[3]
BAMBI, CD14, SERPINE1, AGTR1, MMP1, PDGFC
[12] array · 4 items
[0]
Glucose and Glucose-1-phosphate Degradation
[1]
[2]
1.45E-03
[3]
HK2, PGM5
[13] array · 4 items
[0]
Bladder Cancer Signaling
[1]
[2]
2.34E-03
[3]
CDKN1A, THBS1, MMP1, PDGFC
[14] array · 4 items
[0]
Human Embryonic Stem Cell Pluripotency
[1]
[2]
2.57E-03
[3]
INHBA, PIK3CA, SPHK1, BMP2, PDGFC
[15] array · 4 items
[0]
TGF-β Signaling
[1]
[2]
3.24E-03
[3]
INHBA, TGIF1, SERPINE1, BMP2
[16] array · 4 items
[0]
Granulocyte Adhesion and Diapedesis
[1]
[2]
3.80E-03
[3]
IL18, SDC4, CLDN1, MMP1, IL33
[17] array · 4 items
[0]
Agranulocyte Adhesion and Diapedesis
[1]
[2]
4.79E-03
[3]
IL18, SDC4, CLDN1, MMP1, IL33
[18] array · 4 items
[0]
Role of Osteoblasts, Osteoclasts and Chondrocytes in Rheumatoid Arthritis
[1]
[2]
4.79E-03
[3]
IL18, PIK3CA, BMP2, SPP1, MMP1, IL33
[19] array · 4 items
[0]
Role of Tissue Factor in Cancer
[1]
[2]
1.07E-02
[3]
PIK3CA, ITGAV, PLAUR, MMP1
[20] array · 4 items
[0]
LPS/IL-1 Mediated Inhibition of RXR Function
[1]
[2]
1.12E-02
[3]
IL18, CD14, HS3ST5, NR5A2, IL33
[21] array · 4 items
[0]
VDR/RXR Activation
[1]
[2]
1.41E-02
[3]
CD14, CDKN1A, SPP1
[22] array · 4 items
[0]
Altered T Cell and B Cell Signaling in Rheumatoid Arthritis
[1]
[2]
1.41E-02
[3]
IL18, SPP1, IL33
[23] array · 4 items
[0]
Palmitate Biosynthesis I (Animals)
[1]
[2]
1.45E-02
[3]
OXSM
[24] array · 4 items
[0]
Fatty Acid Biosynthesis Initiation II
[1]
[2]
1.45E-02
[3]
OXSM
[25] array · 4 items
[0]
Toll-like Receptor Signaling
[1]
[2]
1.48E-02
[3]
IL18, CD14, IL33
[26] array · 4 items
[0]
Role of Hypercytokinemia/hyperchemokinemia in the Pathogenesis of Influenza
[1]
[2]
1.78E-02
[3]
IL18, IL33
[27] array · 4 items
[0]
Graft-versus-Host Disease Signaling
[1]
[2]
1.91E-02
[3]
IL18, IL33
[28] array · 4 items
[0]
Macropinocytosis Signaling
[1]
[2]
1.95E-02
[3]
PIK3CA, CD14, PDGFC
[29] array · 4 items
[0]
Hepatic Cholestasis
[1]
[2]
2.00E-02
[3]
IL18, CD14, NR5A2, IL33
locator
section[4]/table-wrap[3]#t0015
[7] object · 16 fields
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asset:table:pmid:28932774:4
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jats-table
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application/vnd.jats.table+json
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null
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sha256:3fa5bfce73ac93ebd46c9e7585fa3c3696371c3be26ddd3a2f87bac9067bfcee
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verified
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read_table
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available
identifier
section[4]/table-wrap[4]#t0020
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null
note
Comparison of bioinformatic tools ⁎.
structure object · 5 fields
pmcid
PMC5596332
section_index
4
section_title
1. Data
row_count
56
column_count
5
table object · 8 fields
label
Table 4
caption
Comparison of bioinformatic tools ⁎.
rows array · 56 items
[0] array · 5 items
[0]
[1]
DAVID (124/124)
[2]
IPA (116/124)
[3]
Panther (94/124)
[4]
String (93/124)
[1] array · 5 items
[0]
Canonical Pathways
[1]
P-value
[2]
P-value
[3]
P-value
[4]
False Discovery Rate
[2] array · 5 items
[0]
TGF-beta signaling pathway
[1]
5.20E-03
[2]
3.24E-03
[3]
2.21E-02
[4]
2.94E-02
[3] array · 5 items
[0]
p53 signaling pathway
[1]
2.20E-02
[2]
3.89E-02
[3]
[4]
2.26E-02
[4] array · 5 items
[0]
Proteoglycans in cancer
[1]
1.50E-03
[2]
[3]
[4]
8.24E-03
[5] array · 5 items
[0]
HIF-1 signaling pathway
[1]
9.50E-03
[2]
1.07E-03
[3]
[4]
[6] array · 5 items
[0]
ECM-receptor interaction
[1]
6.10E-03
[2]
[3]
[4]
8.24E-03
[7] array · 5 items
[0]
Bladder cancer
[1]
4.50E-02
[2]
2.34E-03
[3]
[4]
[8] array · 5 items
[0]
Atherosclerosis Signaling
[1]
[2]
1.05E-03
[3]
[4]
[9] array · 5 items
[0]
GDP-glucose Biosynthesis
[1]
[2]
1.10E-03
[3]
[4]
[10] array · 5 items
[0]
IL-10 Signaling
[1]
[2]
1.23E-03
[3]
[4]
[11] array · 5 items
[0]
Hepatic Fibrosis/Hepatic Stellate Cell Activation
[1]
[2]
1.29E-03
[3]
[4]
[12] array · 5 items
[0]
Glucose and Glucose-1-phosphate Degradation
[1]
[2]
1.45E-03
[3]
[4]
[13] array · 5 items
[0]
Glioma Invasiveness Signaling
[1]
[2]
1.74E-03
[3]
[4]
[14] array · 5 items
[0]
Human Embryonic Stem Cell Pluripotency
[1]
[2]
2.57E-03
[3]
[4]
[15] array · 5 items
[0]
PDGF Signaling
[1]
[2]
3.63E-03
[3]
[4]
[16] array · 5 items
[0]
Granulocyte Adhesion and Diapedesis
[1]
[2]
3.80E-03
[3]
[4]
[17] array · 5 items
[0]
Agranulocyte Adhesion and Diapedesis
[1]
[2]
4.79E-03
[3]
[4]
[18] array · 5 items
[0]
Role of Osteoblasts, Osteoclasts and Chondrocytes in Rheumatoid Arthritis
[1]
[2]
4.79E-03
[3]
[4]
[19] array · 5 items
[0]
Plasminogen activating cascade
[1]
[2]
[3]
7.05E-03
[4]
[20] array · 5 items
[0]
LXR/RXR Activation
[1]
[2]
7.41E-03
[3]
[4]
[21] array · 5 items
[0]
Role of Tissue Factor in Cancer
[1]
[2]
1.07E-02
[3]
[4]
[22] array · 5 items
[0]
LPS/IL-1 Mediated Inhibition of RXR Function
[1]
[2]
1.12E-02
[3]
[4]
[23] array · 5 items
[0]
VDR/RXR Activation
[1]
[2]
1.41E-02
[3]
[4]
[24] array · 5 items
[0]
Altered T Cell and B Cell Signaling in Rheumatoid Arthritis
[1]
[2]
1.41E-02
[3]
[4]
[25] array · 5 items
[0]
Palmitate Biosynthesis I (Animals)
[1]
[2]
1.45E-02
[3]
[4]
[26] array · 5 items
[0]
Fatty Acid Biosynthesis Initiation II
[1]
[2]
1.45E-02
[3]
[4]
[27] array · 5 items
[0]
Toll-like Receptor Signaling
[1]
[2]
1.48E-02
[3]
[4]
[28] array · 5 items
[0]
Role of Hypercytokinemia/hyperchemokinemia in the Pathogenesis of Influenza
[1]
[2]
1.78E-02
[3]
[4]
[29] array · 5 items
[0]
Graft-versus-Host Disease Signaling
[1]
[2]
1.91E-02
[3]
[4]
[30] array · 5 items
[0]
Macropinocytosis Signaling
[1]
[2]
1.95E-02
[3]
[4]
[31] array · 5 items
[0]
Hepatic Cholestasis
[1]
[2]
2.00E-02
[3]
[4]
[32] array · 5 items
[0]
Coagulation System
[1]
[2]
2.40E-02
[3]
[4]
[33] array · 5 items
[0]
LPS-stimulated MAPK Signaling
[1]
[2]
2.45E-02
[3]
[4]
[34] array · 5 items
[0]
PPAR Signaling
[1]
[2]
2.45E-02
[3]
[4]
[35] array · 5 items
[0]
Acute Phase Response Signaling
[1]
[2]
2.57E-02
[3]
[4]
[36] array · 5 items
[0]
HER-2 Signaling in Breast Cancer
[1]
[2]
2.57E-02
[3]
[4]
[37] array · 5 items
[0]
RNA degradation
[1]
2.60E-02
[2]
[3]
[4]
[38] array · 5 items
[0]
Role of Cytokines in Mediating Communication between Immune Cells
[1]
[2]
2.69E-02
[3]
[4]
[39] array · 5 items
[0]
Prostate Cancer Signaling
[1]
[2]
2.75E-02
[3]
[4]
[40] array · 5 items
[0]
Aldosterone Signaling in Epithelial Cells
[1]
[2]
2.75E-02
[3]
[4]
[41] array · 5 items
[0]
Trehalose Degradation II (Trehalase)
[1]
[2]
2.88E-02
[3]
[4]
[42] array · 5 items
[0]
Pyruvate Fermentation to Lactate
[1]
[2]
2.88E-02
[3]
[4]
[43] array · 5 items
[0]
Arginine Degradation I (Arginase Pathway)
[1]
[2]
2.88E-02
[3]
[4]
[44] array · 5 items
[0]
NF-κB Signaling
[1]
[2]
3.16E-02
[3]
[4]
[45] array · 5 items
[0]
tRNA Splicing
[1]
[2]
3.16E-02
[3]
[4]
[46] array · 5 items
[0]
Cholecystokinin/Gastrin-mediated Signaling
[1]
[2]
3.31E-02
[3]
[4]
[47] array · 5 items
[0]
Role of Oct4 in Mammalian Embryonic Stem Cell Pluripotency
[1]
[2]
3.80E-02
[3]
[4]
[48] array · 5 items
[0]
Glucocorticoid Receptor Signaling
[1]
[2]
3.98E-02
[3]
[4]
[49] array · 5 items
[0]
Nitric Oxide Signaling in the Cardiovascular System
[1]
[2]
3.98E-02
[3]
[4]
[50] array · 5 items
[0]
Glioma Signaling
[1]
[2]
4.27E-02
[3]
[4]
[51] array · 5 items
[0]
Urea Cycle
[1]
[2]
4.27E-02
[3]
[4]
[52] array · 5 items
[0]
Arginine Degradation VI (Arginase 2 Pathway)
[1]
[2]
4.27E-02
[3]
[4]
[53] array · 5 items
[0]
Pentose Phosphate Pathway (Non-oxidative Branch)
[1]
[2]
4.27E-02
[3]
[4]
[54] array · 5 items
[0]
p38 MAPK Signaling
[1]
[2]
4.47E-02
[3]
[4]
[55] array · 5 items
[0]
FXR/RXR Activation
[1]
[2]
4.68E-02
[3]
[4]
locator
section[4]/table-wrap[4]#t0020
gaps array · 6 items
[0]
asset:data:geo:GSE23348 not downloaded
[1]
asset:data:geo:GSE23348 licence not read
[2]
asset:data:geo:GSE27961 not downloaded
[3]
asset:data:geo:GSE27961 licence not read
[4]
asset:data:geo:GSE94069 not downloaded
[5]
asset:data:geo:GSE94069 licence not read
analysis object · 4 fields
state
partial
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[0] object · 10 fields
id
method-1
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differential_expression
specific
limma_voom
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Differential expression analysis
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[0]
normalise_counts
[1]
differential_expression_fit
[2]
fdr_bh
missing_operations array · 0 items
parameters object · 0 fields
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[0]
count_matrix_with_condition
evidence object · 3 fields
score
1
band
verbatim
quote
Linear Models for Microarray Analysis (LIMMA) [6] in the Bioconductor suite [7] under the statistical program R [8] was applied to compare the log ratio between each of the PGF2α time points and the saline control after adjusting for the box effect.
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group_summary
[1]
welch_t
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bootstrap_mean_difference
[3]
group_comparison_anova
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two_or_more_groups_continuous
evidence object · 3 fields
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0.8
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high
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ANOVA
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target-published-estimate
claim_id
claim-target-result
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bootstrap_mean_difference
unit
fold change
tolerance
null
state
complete
note
The published estimate as the reader quoted it from the paper. No tolerance is published because the paper states none.
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[0]
method.reader_differs_from_extractor
capability object · 3 fields
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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
[7]
differential_expression
[8]
gwas
candidate
Automated Assays Laravel application and simulated adapters
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readiness object · 8 fields
state
complete
tier
R1
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nothing:replicable_now
axes object · 3 fields
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[0]
normalise_counts
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differential_expression_fit
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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
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owned
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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
R1
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true
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[0]
GSE94069
[1]
GSE23348
[2]
GSE27961
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[0]
GSE94069
[1]
GSE23348
[2]
GSE27961
statements array · 1 item
[0]
Raw data is in the public NCBI repository GEO (GSE94069), curated bioinformatics predictions are presented within the article as tables
basis
The paper names GSE94069, GSE23348, GSE27961 in NCBI GEO repository and the accession resolves in the repository. No dataset was downloaded and no licence was read.
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source:pmid:28932774
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asset:table:pmid:28932774:2
[4]
asset:table:pmid:28932774:3
[5]
asset:table:pmid:28932774:4
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[0]
run_analysis
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data:geo:GSE23348
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review object · 5 fields
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partial
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extraction_review
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MiniMax-M3.1-Flash
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minimax
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minimax
read_at
2026-10-31T18:32:10Z
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same_provider
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method
verbatim
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8
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pmid:28932774
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source:pmid:28932774
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PMID 28932774 full text
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pmid:28932774
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data:geo:GSE23348
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GEO GSE23348
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sha256:4e541cccee58926245a371eb4585632343fe0035e99f1371e838d2531d8f3f51
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asset:data:geo:GSE23348 licence not read
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[3]
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[4]
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[5]
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rna_seq
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99e1195c7d6f
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[0]
Transcriptomic and bioinformatics analysis of the early tim
[1]
interpreted in the companion article "Early transcriptome responses of the bovine mid-cycle corpus lut
order_basis
paper_text_order:0
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assay:1
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data_generation
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microarray
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99e1195c7d6f
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99e1195c7d6f
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[0]
Bovine Gene v1 Array. The normalized linear microarray data was uploaded to the NCBI GEO repository
[1]
in tables. A dataset comparison with similar microarray analyses was performed and bioinformatics an
[2]
F2 alpha treatment of midcycle cows using an Affymetrix Bovine Gene v1 Array. The normalized linear
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assay:2
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f2132e96ae6c7a4e
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f2132e96ae6c7a4e
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[0]
Linear Models for Microarray Analysis (LIMMA) [6] in the Bioconductor suite [7] under the statistical program R [8] was applied to compare the log ratio between each of the PGF2α time points and the saline control after adjusting for the box effect.
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Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:28932774", "kind": "science-record", "revision": 8, "content_hash": "sha256:50d99e2da42f88167ad415a333a465742b9d853a10472b30ef097d88862f07c3", "created_at": "2026-11-01T15:40:28Z", "updated_at": "2026-11-01T22:43:06Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Transcriptomic and bioinformatics analysis of the early time-course of the response to prostaglandin F2 alpha in the bovine corpus luteum.", "doi": "10.1016/j.dib.2017.08.026", "pmid": "28932774", "authors": ["Heather Talbott", "Xiaoying Hou", "Fang Qiu", "Pan Zhang", "Chittibabu Guda", "Fang Yu", "Robert A Cushman", "Jennifer R Wood", "Cheng Wang", "Andrea S Cupp", "John S Davis"], "journal": "Data in brief", "year": 2017, "abstract": "RNA expression analysis was performed on the corpus luteum tissue at five time points after prostaglandin F2 alpha treatment of midcycle cows using an Affymetrix Bovine Gene v1 Array. The normalized linear microarray data was uploaded to the NCBI GEO repository (GSE94069). Subsequent statistical analysis determined differentially expressed transcripts ± 1.5-fold change from saline control with P ≤ 0.05. Gene ontology of differentially expressed transcripts was annotated by DAVID and Panther. Physiological characteristics of the study animals are presented in a figure. Bioinformatic analysis by Ingenuity Pathway Analysis was curated, compiled, and presented in tables. A dataset comparison with similar microarray analyses was performed and bioinformatics analysis by Ingenuity Pathway Analysis, DAVID, Panther, and String of differentially expressed genes from each dataset as well as the differentially expressed genes common to all three datasets were curated, compiled, and presented in tables. Finally, a table comparing four bioinformatics tools' predictions of functions associated with genes common to all three datasets is presented. These data have been further analyzed and interpreted in the companion article \"Early transcriptome responses of the bovine mid-cycle corpus luteum to prostaglandin F2 alpha includes cytokine signaling\" [1].", "claims": [{"id": "claim-method", "statement": "Linear Models for Microarray Analysis (LIMMA) [6] in the Bioconductor suite [7] under the statistical program R [8] was applied to compare the log ratio between each of the PGF2α time points and the saline control after adjusting for the box effect.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:28932774", "locator": "sections[8] \"Microarray statistics\" paragraph 2", "quote": "Linear Models for Microarray Analysis (LIMMA) [6] in the Bioconductor suite [7] under the statistical program R [8] was applied to compare the log ratio between each of the PGF2α time points and the saline control after adjusting for the box effect."}], "state": "complete"}, {"id": "claim-data-access", "statement": "Raw data is in the public NCBI repository GEO (GSE94069), curated bioinformatics predictions are presented within the article as tables", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:28932774", "locator": "sections[2] \"table-wrap\" paragraph 1", "quote": "Raw data is in the public NCBI repository GEO (GSE94069), curated bioinformatics predictions are presented within the article as tables"}], "state": "complete"}, {"id": "claim-target-result", "statement": "RNA expression in the corpus luteum was analyzed with Affymetrix microarrays, and differentially expressed transcripts were identified by ≥1.5-fold change from saline controls with P ≤ 0.05 using normalized linear data available from NCBI GEO under GSE94069.", "kind": "quantitative", "target": {"value": 1.5, "unit": "fold change", "tolerance": null, "source": "Subsequent statistical analysis determined differentially expressed transcripts ± 1.5-fold change from saline control with P ≤ 0.05."}, "evidence": [{"asset": "source:pmid:28932774", "locator": "sections[0] \"Abstract\" paragraph 1", "quote": "RNA expression analysis was performed on the corpus luteum tissue at five time points after prostaglandin F2 alpha treatment of midcycle cows using an Affymetrix Bovine Gene v1 Array."}, {"asset": "source:pmid:28932774", "locator": "sections[0] \"Abstract\" paragraph 1", "quote": "The normalized linear microarray data was uploaded to the NCBI GEO repository (GSE94069)."}, {"asset": "source:pmid:28932774", "locator": "sections[0] \"Abstract\" paragraph 1", "quote": "Subsequent statistical analysis determined differentially expressed transcripts ± 1.5-fold change from saline control with P ≤ 0.05."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": "RNA expression in the corpus luteum was analyzed with Affymetrix microarrays, and differentially expressed transcripts were identified by ≥1.5-fold change from saline controls with P ≤ 0.05 using normalized linear data available from NCBI GEO under GSE94069.", "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:28932774"], "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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Data", "row_count": 62, "column_count": 8}, "table": {"label": "Table 2", "caption": "Canonical pathways of dataset comparison ⁎.", "rows": [["", "GSE94069", "GSE23348", "GSE27961", ""], ["Ingenuity Canonical Pathways", "z-score", "P-value (B-H)", "z-score", "P-value (B-H)", "z-score", "P-value (B-H)", "|Avg.| z-score"], ["TREM1 Signaling", "2.31", "1.90E-01", "4.24", "3.55E-01", "2.24", "4.34E-01", "2.93"], ["p38 MAPK Signaling", "1.34", "7.94E-01", "3.36", "1.66E-01", "2.53", "1.75E-01", "2.41"], ["Acute Phase Response Signaling", "1.53", "1.19E-01", "3.58", "2.19E-01", "2.12", "6.24E-01", "2.41"], ["Dendritic Cell Maturation", "", "1.13E-01", "3.27", "2.90E-01", "1.41", "5.18E-01", "2.34"], ["Inflammasome pathway", "2.00", "3.20E-01", "2.65", "5.13E-01", "", "5.10E-01", "2.33"], ["MIF Regulation of Innate Immunity", "2.45", "3.52E-01", "2.00", "2.67E-01", "", "", "2.23"], ["CREB Signaling in Neurons", "−2.18", "4.67E-01", "", "", "", "", "2.18"], ["LPS/IL-1 Mediated Inhibition of RXR Function", "1.90", "5.85E-01", "2.45", "1.80E-01", "", "2.26E-01", "2.18"], ["Role of IL-17F in Allergic Inflammatory Airway Diseases", "1.27", "4.68E-01", "3.00", "1.20E-01", "2.24", "1.35E-01", "2.17"], ["LXR/RXR Activation", "−2.32", "1.17E-01", "−2.83", "1.35E-01", "−1.34", "4.28E-01", "2.16"], ["Aldosterone Signaling in Epithelial Cells", "−2.14", "9.12E-01", "", "1.75E-01", "", "4.99E-01", "2.14"], ["Type I Diabetes Mellitus Signaling", "", "6.11E-01", "2.11", "4.70E-01", "", "", "2.11"], ["IL-6 Signaling", "1.23", "2.57E-01", "3.41", "2.75E-01", "1.67", "3.27E-01", "2.10"], ["MIF-mediated Glucocorticoid Regulation", "2.00", "5.18E-01", "2.00", "1.61E-01", "", "", "2.00"], ["Granzyme B Signaling", "−2.00", "2.32E-01", "", "6.98E-01", "", "7.60E-01", "2.00"], ["Dopamine-DARPP32 Feedback in cAMP Signaling", "−2.00", "4.62E-01", "", "", "", "", "2.00"], ["Role of Wnt/GSK-3β Signaling in the Pathogenesis of Influenza", "", "", "", "", "2.00", "5.10E-01", "2.00"], ["Toll-like Receptor Signaling", "2.14", "2.57E-01", "2.71", "5.62E-01", "1.00", "6.24E-01", "1.95"], ["PI3K/AKT Signaling", "2.13", "2.57E-01", "1.90", "6.92E-01", "1.67", "3.83E-01", "1.90"], ["Actin Nucleation by ARP-WASP Complex", "", "", "1.63", "1.58E-01", "2.00", "5.10E-01", "1.82"], ["ILK Signaling", "", "1.53E-01", "2.32", "5.25E-01", "1.29", "1.59E-01", "1.81"], ["Retinoic acid Mediated Apoptosis Signaling", "−2.45", "1.74E-01", "-1.00", "1.61E-01", "", "7.26E-01", "1.73"], ["HMGB1 Signaling", "0.45", "1.90E-01", "2.99", "2.82E-01", "1.67", "3.45E-01", "1.70"], ["Regulation of Actin-based Motility by Rho", "", "", "1.34", "5.77E-01", "2.00", "7.60E-01", "1.67"], ["Rac Signaling", "", "4.67E-01", "2.14", "1.70E-01", "1.13", "5.31E-01", "1.64"], ["Cholecystokinin/Gastrin-mediated Signaling", "0.69", "7.80E-01", "2.31", "2.57E-01", "1.89", "4.75E-01", "1.63"], ["VDR/RXR Activation", "0.82", "1.19E-01", "1.67", "2.34E-01", "2.24", "2.82E-01", "1.58"], ["NF-κB Signaling", "0.54", "2.57E-01", "3.27", "2.75E-01", "0.91", "4.34E-01", "1.57"], ["iNOS Signaling", "1.00", "1.14E-01", "2.00", "3.21E-01", "", "", "1.50"], ["Role of Pattern Recognition Receptors in Recognition of Bacteria and Viruses", "−0.28", "1.66E-01", "3.21", "4.37E-01", "", "4.84E-01", "1.47"], ["Ephrin Receptor Signaling", "", "", "0.82", "3.93E-01", "2.00", "5.85E-01", "1.41"], ["Agrin Interactions at Neuromuscular Junction", "0.38", "5.27E-01", "2.00", "5.86E-01", "1.63", "1.59E-01", "1.34"], ["Tec Kinase Signaling", "−1.21", "5.31E-01", "3.50", "7.80E-01", "1.41", "6.59E-01", "1.23"], ["ERK5 Signaling", "0.28", "8.32E-01", "1.41", "5.75E-01", "2.00", "5.51E-01", "1.23"], ["Production of Nitric Oxide and Reactive Oxygen Species in Macrophages", "−0.76", "1.90E-01", "3.15", "3.39E-01", "", "", "1.20"], ["UVA-Induced MAPK Signaling", "−2.67", "1.19E-01", "", "1.90E-01", "0.45", "5.51E-01", "1.11"], ["PI3K Signaling in B Lymphocytes", "−0.21", "2.57E-01", "2.36", "5.13E-01", "", "", "1.08"], ["Colorectal Cancer Metastasis Signaling", "−0.56", "2.18E-01", "2.70", "7.80E-01", "1.00", "3.70E-01", "1.05"], ["Basal Cell Carcinoma Signaling", "−0.45", "6.34E-01", "", "", "2.45", "3.70E-01", "1.00"], ["B Cell Receptor Signaling", "−0.58", "9.77E-01", "2.83", "8.71E-01", "0.71", "6.50E-01", "0.99"], ["Phospholipase C Signaling", "−1.41", "4.62E-01", "3.32", "5.32E-01", "1.00", "5.10E-01", "0.97"], ["Glioma Invasiveness Signaling", "−0.30", "2.69E-01", "2.11", "8.32E-01", "1.00", "1.38E-01", "0.94"], ["Oncostatin M Signaling", "−0.45", "4.23E-01", "2.24", "9.12E-01", "", "4.95E-01", "0.90"], ["Neuregulin Signaling", "−0.30", "3.13E-01", "2.00", "5.81E-01", "", "7.60E-01", "0.85"], ["JAK/Stat Signaling", "−2.00", "7.94E-01", "0.33", "8.32E-01", "", "", "0.84"], ["Calcium Signaling", "−2.11", "2.77E-01", "", "", "0.45", "1.38E-01", "0.83"], ["Role of RIG1-like Receptors in Antiviral Innate Immunity", "−0.45", "1.90E-01", "2.00", "5.75E-01", "", "", "0.78"], ["Type II Diabetes Mellitus Signaling", "−0.58", "3.36E-01", "2.12", "2.23E-01", "", "", "0.77"], ["PKCθ Signaling in T Lymphocytes", "−1.41", "1.66E-01", "2.50", "3.72E-01", "", "", "0.55"], ["NGF Signaling", "−2.13", "5.10E-01", "2.33", "2.85E-01", "1.34", "6.32E-01", "0.51"], ["Fcγ Receptor-mediated Phagocytosis in Macrophages and Monocytes", "−1.73", "3.97E-01", "2.12", "2.31E-01", "1.13", "4.28E-01", "0.51"], ["Role of NFAT in Regulation of the Immune Response", "−1.50", "3.75E-01", "2.50", "6.92E-01", "", "", "0.50"], ["Cardiac Hypertrophy Signaling", "−2.40", "1.69E-01", "1.70", "4.00E-01", "2.14", "4.34E-01", "0.48"], ["Death Receptor Signaling", "−2.71", "3.36E-01", "0.28", "3.89E-01", "1.00", "7.24E-01", "0.48"], ["Wnt/Ca+ pathway", "−1.13", "4.67E-01", "0.45", "2.92E-01", "2.00", "5.10E-01", "0.44"], ["Gαq Signaling", "−2.36", "4.40E-01", "1.51", "2.39E-01", "", "", "0.43"], ["CNTF Signaling", "−2.11", "1.33E-01", "1.34", "3.51E-01", "", "5.26E-01", "0.39"], ["IL-8 Signaling", "−1.90", "4.19E-01", "2.00", "5.10E-01", "0.58", "4.70E-01", "0.23"], ["Integrin Signaling", "−2.68", "4.88E-01", "1.51", "4.99E-01", "1.39", "4.34E-01", "0.07"], ["Melanocyte Development and Pigmentation Signaling", "−2.32", "1.56E-01", "1.34", "4.90E-01", "0.82", "4.34E-01", "0.05"]], "row_count": 62, "column_count": 8, "numeric_cells": 368, "header_rows": 2, "locator": "section[4]/table-wrap[2]#t0010"}}, {"id": "asset:table:pmid:28932774:3", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:d775ce8ed5e2d05d6532c98101b8ea08d518c0dd20c250031bf502911fac9413", "bytes": 2503, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[4]/table-wrap[3]#t0015", "version": null, "note": "Canonical pathways of common genes ⁎.", "structure": {"pmcid": "PMC5596332", "section_index": 4, "section_title": "1. Data", "row_count": 30, "column_count": 4}, "table": {"label": "Table 3", "caption": "Canonical pathways of common genes ⁎.", "rows": [["Ingenuity Canonical Pathways", "z-score", "P-value", "Molecules"], ["Glioma Invasiveness Signaling", "2.00", "1.74E-03", "PIK3CA, ITGAV, PLAUR, CD44"], ["IL-6 Signaling", "2.00", "2.00E-03", "IL18, PIK3CA, SRF, CD14, IL33"], ["Acute Phase Response Signaling", "2.00", "2.57E-02", "IL18, PIK3CA, SERPINE1, IL33"], ["NF-κB Signaling", "2.00", "3.16E-02", "IL18, PIK3CA, BMP2, IL33"], ["PDGF Signaling", "1.00", "3.63E-03", "PIK3CA, SRF, SPHK1, PDGFC"], ["LXR/RXR Activation", "−1.00", "7.41E-03", "IL18, CD14, ARG2, IL33"], ["Atherosclerosis Signaling", "", "1.05E-03", "IL18, TNFRSF12A, MMP1, IL33, PDGFC"], ["HIF1α Signaling", "", "1.07E-03", "PIK3CA, LDHA, SLC2A1, MMP1, PDGFC"], ["GDP-glucose Biosynthesis", "", "1.10E-03", "HK2, PGM5"], ["IL-10 Signaling", "", "1.23E-03", "IL18, CD14, ARG2, IL33"], ["Hepatic Fibrosis / Hepatic Stellate Cell Activation", "", "1.29E-03", "BAMBI, CD14, SERPINE1, AGTR1, MMP1, PDGFC"], ["Glucose and Glucose-1-phosphate Degradation", "", "1.45E-03", "HK2, PGM5"], ["Bladder Cancer Signaling", "", "2.34E-03", "CDKN1A, THBS1, MMP1, PDGFC"], ["Human Embryonic Stem Cell Pluripotency", "", "2.57E-03", "INHBA, PIK3CA, SPHK1, BMP2, PDGFC"], ["TGF-β Signaling", "", "3.24E-03", "INHBA, TGIF1, SERPINE1, BMP2"], ["Granulocyte Adhesion and Diapedesis", "", "3.80E-03", "IL18, SDC4, CLDN1, MMP1, IL33"], ["Agranulocyte Adhesion and Diapedesis", "", "4.79E-03", "IL18, SDC4, CLDN1, MMP1, IL33"], ["Role of Osteoblasts, Osteoclasts and Chondrocytes in Rheumatoid Arthritis", "", "4.79E-03", "IL18, PIK3CA, BMP2, SPP1, MMP1, IL33"], ["Role of Tissue Factor in Cancer", "", "1.07E-02", "PIK3CA, ITGAV, PLAUR, MMP1"], ["LPS/IL-1 Mediated Inhibition of RXR Function", "", "1.12E-02", "IL18, CD14, HS3ST5, NR5A2, IL33"], ["VDR/RXR Activation", "", "1.41E-02", "CD14, CDKN1A, SPP1"], ["Altered T Cell and B Cell Signaling in Rheumatoid Arthritis", "", "1.41E-02", "IL18, SPP1, IL33"], ["Palmitate Biosynthesis I (Animals)", "", "1.45E-02", "OXSM"], ["Fatty Acid Biosynthesis Initiation II", "", "1.45E-02", "OXSM"], ["Toll-like Receptor Signaling", "", "1.48E-02", "IL18, CD14, IL33"], ["Role of Hypercytokinemia/hyperchemokinemia in the Pathogenesis of Influenza", "", "1.78E-02", "IL18, IL33"], ["Graft-versus-Host Disease Signaling", "", "1.91E-02", "IL18, IL33"], ["Macropinocytosis Signaling", "", "1.95E-02", "PIK3CA, CD14, PDGFC"], ["Hepatic Cholestasis", "", "2.00E-02", "IL18, CD14, NR5A2, IL33"]], "row_count": 30, "column_count": 4, "numeric_cells": 58, "header_rows": 1, "locator": "section[4]/table-wrap[3]#t0015"}}, {"id": "asset:table:pmid:28932774:4", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:3fa5bfce73ac93ebd46c9e7585fa3c3696371c3be26ddd3a2f87bac9067bfcee", "bytes": 3474, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[4]/table-wrap[4]#t0020", "version": null, "note": "Comparison of bioinformatic tools ⁎.", "structure": {"pmcid": "PMC5596332", "section_index": 4, "section_title": "1. Data", "row_count": 56, "column_count": 5}, "table": {"label": "Table 4", "caption": "Comparison of bioinformatic tools ⁎.", "rows": [["", "DAVID (124/124)", "IPA (116/124)", "Panther (94/124)", "String (93/124)"], ["Canonical Pathways", "P-value", "P-value", "P-value", "False Discovery Rate"], ["TGF-beta signaling pathway", "5.20E-03", "3.24E-03", "2.21E-02", "2.94E-02"], ["p53 signaling pathway", "2.20E-02", "3.89E-02", "", "2.26E-02"], ["Proteoglycans in cancer", "1.50E-03", "", "", "8.24E-03"], ["HIF-1 signaling pathway", "9.50E-03", "1.07E-03", "", ""], ["ECM-receptor interaction", "6.10E-03", "", "", "8.24E-03"], ["Bladder cancer", "4.50E-02", "2.34E-03", "", ""], ["Atherosclerosis Signaling", "", "1.05E-03", "", ""], ["GDP-glucose Biosynthesis", "", "1.10E-03", "", ""], ["IL-10 Signaling", "", "1.23E-03", "", ""], ["Hepatic Fibrosis/Hepatic Stellate Cell Activation", "", "1.29E-03", "", ""], ["Glucose and Glucose-1-phosphate Degradation", "", "1.45E-03", "", ""], ["Glioma Invasiveness Signaling", "", "1.74E-03", "", ""], ["Human Embryonic Stem Cell Pluripotency", "", "2.57E-03", "", ""], ["PDGF Signaling", "", "3.63E-03", "", ""], ["Granulocyte Adhesion and Diapedesis", "", "3.80E-03", "", ""], ["Agranulocyte Adhesion and Diapedesis", "", "4.79E-03", "", ""], ["Role of Osteoblasts, Osteoclasts and Chondrocytes in Rheumatoid Arthritis", "", "4.79E-03", "", ""], ["Plasminogen activating cascade", "", "", "7.05E-03", ""], ["LXR/RXR Activation", "", "7.41E-03", "", ""], ["Role of Tissue Factor in Cancer", "", "1.07E-02", "", ""], ["LPS/IL-1 Mediated Inhibition of RXR Function", "", "1.12E-02", "", ""], ["VDR/RXR Activation", "", "1.41E-02", "", ""], ["Altered T Cell and B Cell Signaling in Rheumatoid Arthritis", "", "1.41E-02", "", ""], ["Palmitate Biosynthesis I (Animals)", "", "1.45E-02", "", ""], ["Fatty Acid Biosynthesis Initiation II", "", "1.45E-02", "", ""], ["Toll-like Receptor Signaling", "", "1.48E-02", "", ""], ["Role of Hypercytokinemia/hyperchemokinemia in the Pathogenesis of Influenza", "", "1.78E-02", "", ""], ["Graft-versus-Host Disease Signaling", "", "1.91E-02", "", ""], ["Macropinocytosis Signaling", "", "1.95E-02", "", ""], ["Hepatic Cholestasis", "", "2.00E-02", "", ""], ["Coagulation System", "", "2.40E-02", "", ""], ["LPS-stimulated MAPK Signaling", "", "2.45E-02", "", ""], ["PPAR Signaling", "", "2.45E-02", "", ""], ["Acute Phase Response Signaling", "", "2.57E-02", "", ""], ["HER-2 Signaling in Breast Cancer", "", "2.57E-02", "", ""], ["RNA degradation", "2.60E-02", "", "", ""], ["Role of Cytokines in Mediating Communication between Immune Cells", "", "2.69E-02", "", ""], ["Prostate Cancer Signaling", "", "2.75E-02", "", ""], ["Aldosterone Signaling in Epithelial Cells", "", "2.75E-02", "", ""], ["Trehalose Degradation II (Trehalase)", "", "2.88E-02", "", ""], ["Pyruvate Fermentation to Lactate", "", "2.88E-02", "", ""], ["Arginine Degradation I (Arginase Pathway)", "", "2.88E-02", "", ""], ["NF-κB Signaling", "", "3.16E-02", "", ""], ["tRNA Splicing", "", "3.16E-02", "", ""], ["Cholecystokinin/Gastrin-mediated Signaling", "", "3.31E-02", "", ""], ["Role of Oct4 in Mammalian Embryonic Stem Cell Pluripotency", "", "3.80E-02", "", ""], ["Glucocorticoid Receptor Signaling", "", "3.98E-02", "", ""], ["Nitric Oxide Signaling in the Cardiovascular System", "", "3.98E-02", "", ""], ["Glioma Signaling", "", "4.27E-02", "", ""], ["Urea Cycle", "", "4.27E-02", "", ""], ["Arginine Degradation VI (Arginase 2 Pathway)", "", "4.27E-02", "", ""], ["Pentose Phosphate Pathway (Non-oxidative Branch)", "", "4.27E-02", "", ""], ["p38 MAPK Signaling", "", "4.47E-02", "", ""], ["FXR/RXR Activation", "", "4.68E-02", "", ""]], "row_count": 56, "column_count": 5, "numeric_cells": 75, "header_rows": 2, "locator": "section[4]/table-wrap[4]#t0020"}}], "gaps": ["asset:data:geo:GSE23348 not downloaded", "asset:data:geo:GSE23348 licence not read", "asset:data:geo:GSE27961 not downloaded", 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