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pmid:33192072

Comprehensive Analysis of Aberrantly Expressed Competitive Endogenous RNA Network and Identification of Prognostic Biomarkers in Pheochromocytoma and Paraganglioma.

Zijun Wang · Yijian Li · Yanjun Zhong · Yinhuai Wang · Mou Peng

OncoTargets and therapy · 2020 doi:10.2147/OTT.S271417

Paper

complete

Experiment

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Data

partial

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:33192072
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2026-11-01T15:41:15Z
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2026-11-01T22:45:36Z
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paper object · 10 fields
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title
Comprehensive Analysis of Aberrantly Expressed Competitive Endogenous RNA Network and Identification of Prognostic Biomarkers in Pheochromocytoma and Paraganglioma.
doi
10.2147/OTT.S271417
pmid
33192072
authors array · 5 items
[0]
Zijun Wang
[1]
Yijian Li
[2]
Yanjun Zhong
[3]
Yinhuai Wang
[4]
Mou Peng
journal
OncoTargets and therapy
year
2020
abstract
BACKGROUND: Long non-coding RNA (lncRNA) functions as a competitive endogenous RNA (ceRNA) and plays an important role in the biological processes underlying tumorigenesis. However, studies describing the function of lncRNA in pheochromocytoma and paraganglioma (PCPG) remain largely unknown. Our study aims to construct a regulatory ceRNA network and explore prognostic biomarkers for PCPG through a comprehensive analysis. METHODS: PCPG data from The Cancer Genome Atlas (TCGA) were utilized to obtain differentially expressed lncRNAs (DElncRNAs), microRNAs (DEmiRNAs), and mRNAs (DEmRNAs). Kaplan-Meier analysis was used to detect prognostic biomarkers and Cytoscape was utilized to construct a regulatory network of ceRNA. Potential lncRNA-miRNA-mRNA axes were inferred by correlation analysis. GO and KEGG pathways were constructed using "clusterProfiler" and "DOSE" R-packages. Immunohistochemistry (IHC) staining was performed to validate differential protein expression levels of genes in the axes. Finally, the GSE19422 dataset and Pan-Cancer data were applied to validate the expression pattern and survival status of mRNAs, respectively. RESULTS: A total of 334 DElncRNAs, 116 DEmiRNAs, and 3496 DEmRNAs were identified and mainly enriched in hormone secretion, metabolism signaling, metastatic and proliferative pathways. Among these differentially expressed genes, 16 mRNAs, six lncRNAs, and two miRNAs were associated with overall survival of patients with PCPG and sequentially enrolled in the ceRNA network. Two lncRNA-miRNA-mRNA regulatory axes were predicted: AP001486.2/hsa-miR-195-5p/RCAN3 and AP006333.2/hsa-miR-34a-5p/PTPRJ. The GSE19422 dataset and IHC analysis validated that mRNA and protein levels of RCAN3 and PTPRJ were upregulated in PCPG tissues compared with adjacent adrenal gland medulla tissues. Pan-Cancer data showed that the upregulated expression of RCAN3 and PTPRJ was associated with favorable overall survival and disease-free survival. CONCLUSION: A regulatory lncRNA-miRNA-mRNA ceRNA network was successfully constructed and 24 prognostic biomarkers were identified for PCPG patients. These findings may contribute toward a better understanding of the biological mechanism of tumorigenesis and enable further evaluation of the prognosis of patients with PCPG.
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Differentially expressed genes were subsequently calculated by the “edgeR” package by comparing PCPG with normal adrenal gland tissue.
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sections[3] "RNA-Seq, miRNA Data, and Clinical Data from TCGA-PCPG" paragraph 2
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Differentially expressed genes were subsequently calculated by the “edgeR” package by comparing PCPG with normal adrenal gland tissue.
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The authors declare that the data supporting the findings of this study are available within the article.
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sections[24] "Data Sharing Statement" paragraph 2
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The authors declare that the data supporting the findings of this study are available within the article.
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Gene expression profiling of pheochromocytoma (PCC)/paraganglioma (PGL) tumors
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Identification of Differentially Expressed lncRNA, miRNA, and mRNA
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Top 25 Downregulated and Top 25 Upregulated mRNA
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Identification of Differentially Expressed lncRNA, miRNA, and mRNA
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Table 2
caption
Top 25 Downregulated and Top 25 Upregulated lncRNA
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5.45E-10
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[1]
−1.54625
[2]
5.17E-06
[3]
5.27E-05
[4]
LINC01930
[5]
5.840071
[6]
4.20E-07
[7]
5.85E-06
[14] array · 8 items
[0]
DANCR
[1]
−1.64292
[2]
5.70E-06
[3]
5.73E-05
[4]
LINC02287
[5]
5.736795
[6]
8.24E-07
[7]
1.05E-05
[15] array · 8 items
[0]
AC068888.1
[1]
−1.69542
[2]
1.11E-05
[3]
0.000102
[4]
AC010478.1
[5]
5.881153
[6]
1.23E-06
[7]
1.50E-05
[16] array · 8 items
[0]
NR2F1-AS1
[1]
−2.24175
[2]
1.84E-05
[3]
0.000157
[4]
AC005828.4
[5]
6.087545
[6]
4.65E-06
[7]
4.79E-05
[17] array · 8 items
[0]
MIR99AHG
[1]
−2.2713
[2]
2.05E-05
[3]
0.000173
[4]
LINC01982
[5]
6.1136
[6]
1.04E-05
[7]
9.67E-05
[18] array · 8 items
[0]
TMEM9B-AS1
[1]
−1.60771
[2]
5.64E-05
[3]
0.000415
[4]
UNC5B-AS1
[5]
5.868469
[6]
1.83E-05
[7]
0.000156
[19] array · 8 items
[0]
MIR22HG
[1]
−1.56325
[2]
0.000359
[3]
0.002056
[4]
KRTAP5-AS1
[5]
5.581534
[6]
2.19E-05
[7]
0.000184
[20] array · 8 items
[0]
ACVR2B-AS1
[1]
−1.53248
[2]
0.000457
[3]
0.002526
[4]
SATB1-AS1
[5]
5.683773
[6]
0.000118
[7]
0.000785
[21] array · 8 items
[0]
AC087741.1
[1]
−1.88727
[2]
0.000474
[3]
0.002606
[4]
GACAT2
[5]
5.635535
[6]
0.000123
[7]
0.000808
[22] array · 8 items
[0]
RNF144A-AS1
[1]
−2.29893
[2]
0.000715
[3]
0.003684
[4]
AC022893.2
[5]
5.704634
[6]
0.000135
[7]
0.000878
[23] array · 8 items
[0]
SH3BP5-AS1
[1]
−1.66577
[2]
0.000856
[3]
0.004266
[4]
AC079160.1
[5]
6.192744
[6]
0.000576
[7]
0.003066
[24] array · 8 items
[0]
CASC15
[1]
−1.81374
[2]
0.005303
[3]
0.019168
[4]
PP14571
[5]
5.763316
[6]
0.003315
[7]
0.013082
[25] array · 8 items
[0]
HOTAIRM1
[1]
−1.59477
[2]
0.007733
[3]
0.025956
[4]
AC010931.2
[5]
6.202024
[6]
0.005343
[7]
0.019286
[26] array · 8 items
[0]
AL365181.3
[1]
−1.96367
[2]
0.009386
[3]
0.03028
[4]
LINC00648
[5]
5.741248
[6]
0.008911
[7]
0.029069
locator
section[13]/table-wrap[2]#t0002
[4] object · 16 fields
id
asset:table:pmid:33192072:3
role
table
format
jats-table
media_type
application/vnd.jats.table+json
uri
null
sha256
sha256:91ea0b959d0164a5b7c5c82f23b833738cd4409c009d23b50e4af53d642bdd48
bytes
3117
access
open
state
verified
reader
read_table
reader_status
available
identifier
section[13]/table-wrap[3]#t0003
version
null
note
Top 25 Downregulated and Top 25 Upregulated miRNA
structure object · 5 fields
pmcid
PMC7654541
section_index
4
section_title
Identification of Differentially Expressed lncRNA, miRNA, and mRNA
row_count
27
column_count
8
table object · 8 fields
label
Table 3
caption
Top 25 Downregulated and Top 25 Upregulated miRNA
rows array · 27 items
[0] array · 2 items
[0]
Top 25 Downregulated miRNA
[1]
Top 25 Upregulated miRNA
[1] array · 8 items
[0]
miRNA
[1]
logFC
[2]
p-Value
[3]
FDR
[4]
miRNA
[5]
logFC
[6]
p-Value
[7]
FDR
[2] array · 8 items
[0]
hsa-miR-193b-3p
[1]
−4.57576
[2]
3.27E-16
[3]
1.57E-13
[4]
hsa-miR-153-3p
[5]
4.037745206
[6]
8.05E-12
[7]
7.73E-10
[3] array · 8 items
[0]
hsa-miR-365a-3p
[1]
−3.5141
[2]
1.05E-15
[3]
1.68E-13
[4]
hsa-miR-153-5p
[5]
3.876958022
[6]
7.52E-07
[7]
2.93E-05
[4] array · 8 items
[0]
hsa-miR-365b-3p
[1]
−3.51402
[2]
1.05E-15
[3]
1.68E-13
[4]
hsa-miR-137
[5]
3.474046104
[6]
4.75E-06
[7]
0.000134212
[5] array · 8 items
[0]
hsa-miR-99a-5p
[1]
−2.77945
[2]
7.26E-12
[3]
7.73E-10
[4]
hsa-miR-7-5p
[5]
4.09855618
[6]
2.12E-05
[7]
0.000484566
[6] array · 8 items
[0]
hsa-let-7c-5p
[1]
−2.5734
[2]
3.80E-09
[3]
3.04E-07
[4]
hsa-miR-1179
[5]
3.927385921
[6]
0.000108253
[7]
0.001791778
[7] array · 8 items
[0]
hsa-miR-195-3p
[1]
−2.45674
[2]
8.70E-08
[3]
5.22E-06
[4]
hsa-miR-375
[5]
4.391892691
[6]
0.00015088
[7]
0.002263197
[8] array · 8 items
[0]
hsa-miR-195-5p
[1]
−2.36364
[2]
1.68E-07
[3]
8.95E-06
[4]
hsa-miR-483-5p
[5]
4.509825699
[6]
0.00029032
[7]
0.003275823
[9] array · 8 items
[0]
hsa-miR-497-5p
[1]
−2.26742
[2]
4.95E-07
[3]
2.16E-05
[4]
hsa-miR-2682-5p
[5]
4.747525655
[6]
0.000257548
[7]
0.003275823
[10] array · 8 items
[0]
hsa-miR-455-3p
[1]
−2.6539
[2]
1.11E-06
[3]
3.79E-05
[4]
hsa-miR-4705
[5]
6.267096508
[6]
0.000315449
[7]
0.003424384
[11] array · 8 items
[0]
hsa-miR-511-5p
[1]
−2.68334
[2]
3.73E-06
[3]
0.000112
[4]
hsa-miR-618
[5]
6.118619944
[6]
0.000366715
[7]
0.003667154
[12] array · 8 items
[0]
hsa-miR-424-5p
[1]
−2.05804
[2]
3.51E-05
[3]
0.000732
[4]
hsa-miR-129-1-3p
[5]
5.291642562
[6]
0.000388202
[7]
0.003802792
[13] array · 8 items
[0]
hsa-miR-199a-5p
[1]
−2.12296
[2]
4.31E-05
[3]
0.000863
[4]
hsa-miR-592
[5]
5.405166969
[6]
0.000603911
[7]
0.005085565
[14] array · 8 items
[0]
hsa-miR-450b-5p
[1]
−2.36939
[2]
6.82E-05
[3]
0.00126
[4]
hsa-miR-138-5p
[5]
4.551885502
[6]
0.000660335
[7]
0.005282681
[15] array · 8 items
[0]
hsa-miR-148a-5p
[1]
−2.58608
[2]
0.000136
[3]
0.002172
[4]
hsa-miR-483-3p
[5]
5.369779777
[6]
0.000971812
[7]
0.006760433
[16] array · 8 items
[0]
hsa-miR-100-5p
[1]
−2.07348
[2]
0.000239
[3]
0.003193
[4]
hsa-miR-410-5p
[5]
4.258720479
[6]
0.001106315
[7]
0.007479313
[17] array · 8 items
[0]
hsa-let-7c-3p
[1]
−2.05432
[2]
0.000261
[3]
0.003276
[4]
hsa-miR-873-5p
[5]
6.897992073
[6]
0.001176467
[7]
0.007631138
[18] array · 8 items
[0]
hsa-miR-508-3p
[1]
−3.51777
[2]
0.000358
[3]
0.00366
[4]
hsa-miR-138-1-3p
[5]
6.836301551
[6]
0.001554963
[7]
0.009693277
[19] array · 8 items
[0]
hsa-miR-214-5p
[1]
−1.88088
[2]
0.000516
[3]
0.00459
[4]
hsa-miR-196a-5p
[5]
4.2097511
[6]
0.002754991
[7]
0.015199949
[20] array · 8 items
[0]
hsa-miR-455-5p
[1]
−2.1107
[2]
0.001176
[3]
0.007631
[4]
hsa-miR-129-2-3p
[5]
5.147195976
[6]
0.003380698
[7]
0.018232979
[21] array · 8 items
[0]
hsa-miR-887-3p
[1]
−2.03233
[2]
0.00149
[3]
0.009412
[4]
hsa-miR-2682-3p
[5]
3.882001702
[6]
0.003507626
[7]
0.018707336
[22] array · 8 items
[0]
hsa-miR-450a-5p
[1]
−2.05002
[2]
0.001727
[3]
0.010142
[4]
hsa-miR-129-5p
[5]
4.292125863
[6]
0.00360147
[7]
0.018996767
[23] array · 8 items
[0]
hsa-miR-514a-3p
[1]
−3.20846
[2]
0.002123
[3]
0.012133
[4]
hsa-miR-3130-3p
[5]
4.001109161
[6]
0.00456375
[7]
0.022993542
[24] array · 8 items
[0]
hsa-miR-509-3p
[1]
−3.00819
[2]
0.005283
[3]
0.025782
[4]
hsa-miR-433-3p
[5]
3.795466062
[6]
0.006029191
[7]
0.028372661
[25] array · 8 items
[0]
hsa-miR-542-3p
[1]
−1.91368
[2]
0.005318
[3]
0.025782
[4]
hsa-miR-431-3p
[5]
3.497554636
[6]
0.007845611
[7]
0.034235393
[26] array · 8 items
[0]
hsa-miR-148a-3p
[1]
−1.86422
[2]
0.009125
[3]
0.038422
[4]
hsa-miR-541-3p
[5]
4.102786131
[6]
0.008572515
[7]
0.037070335
locator
section[13]/table-wrap[3]#t0003
[5] object · 16 fields
id
asset:table:pmid:33192072:4
role
table
format
jats-table
media_type
application/vnd.jats.table+json
uri
null
sha256
sha256:ad6ba203c0a4a76fc5b1900f138b7d012f73a5689fb4ae5e5385b83e9957adbb
bytes
592
access
open
state
verified
reader
read_table
reader_status
available
identifier
section[13]/table-wrap[4]#t0004
version
null
note
Prognostic Biomarkers in Pheochromocytoma and Paraganglioma
structure object · 5 fields
pmcid
PMC7654541
section_index
4
section_title
Identification of Differentially Expressed lncRNA, miRNA, and mRNA
row_count
4
column_count
2
table object · 8 fields
label
Table 4
caption
Prognostic Biomarkers in Pheochromocytoma and Paraganglioma
rows array · 4 items
[0] array · 2 items
[0]
Types of RNA
[1]
Gene Symbols
[1] array · 2 items
[0]
lncRNA
[1]
AP006333.2, AP001486.2, AL133163.3, AL035071.1, AC156455.1, AC008969.1
[2] array · 2 items
[0]
mRNA
[1]
VPS37B, TTC38, RCAN3, PTPRJ, ORAI2, NTNG1, NKX3-1, MED12, MCM10, KIAA1958, IREB2, EPHA2, ENOSF1, CCNO, ANKRD36, ACAA1
[3] array · 2 items
[0]
miRNA
[1]
hsa-miR-148b-3p, hsa-miR-137, hsa-let-7b-3p, hsa-miR-338-5p, hsa-miR-338-3p, hsa-miR-181c-5p, hsa-miR-296-5p, hsa-miR-130b-3p
locator
section[13]/table-wrap[4]#t0004
[6] object · 16 fields
id
asset:table:pmid:33192072:5
role
table
format
jats-table
media_type
application/vnd.jats.table+json
uri
null
sha256
sha256:6de623d144106fa42145bc09563c6ac64088c27e36709653a699b129a78e2fc5
bytes
2496
access
open
state
verified
reader
read_table
reader_status
available
identifier
section[13]/table-wrap[1]#t0001
version
null
note
Top 25 Downregulated and Top 25 Upregulated mRNA
structure object · 5 fields
pmcid
PMC7654541
section_index
13
section_title
Identification of Differentially Expressed lncRNA, miRNA, and mRNA
row_count
27
column_count
8
table object · 8 fields
label
Table 1
caption
Top 25 Downregulated and Top 25 Upregulated mRNA
rows array · 27 items
[0] array · 2 items
[0]
Top 25 Downregulated mRNA
[1]
Top 25 Upregulated mRNA
[1] array · 8 items
[0]
Symbol
[1]
logFC
[2]
p-Value
[3]
FDR
[4]
Symbol
[5]
logFC
[6]
p-Value
[7]
FDR
[2] array · 8 items
[0]
SLC37A2
[1]
−4.7892
[2]
4.39E-23
[3]
4.68E-20
[4]
SLC8A3
[5]
6.647444
[6]
3.75E-10
[7]
1.11E-08
[3] array · 8 items
[0]
BAMBI
[1]
−4.52141
[2]
2.73E-18
[3]
8.15E-16
[4]
DCX
[5]
7.528979
[6]
1.78E-08
[7]
3.56E-07
[4] array · 8 items
[0]
KIAA1024
[1]
−4.52581
[2]
1.65E-17
[3]
3.86E-15
[4]
MCHR1
[5]
8.29453
[6]
1.66E-05
[7]
0.000144
[5] array · 8 items
[0]
FDX1
[1]
−4.71937
[2]
1.18E-16
[3]
2.00E-14
[4]
SYT2
[5]
6.630999
[6]
4.17E-05
[7]
0.000321
[6] array · 8 items
[0]
GALM
[1]
−4.45526
[2]
3.68E-16
[3]
5.50E-14
[4]
SOX11
[5]
10.68805
[6]
5.00E-05
[7]
0.000374
[7] array · 8 items
[0]
SLC16A9
[1]
−4.55815
[2]
1.06E-14
[3]
1.09E-12
[4]
POPDC3
[5]
6.767155
[6]
5.80E-05
[7]
0.000425
[8] array · 8 items
[0]
FDXR
[1]
−4.47427
[2]
1.51E-14
[3]
1.52E-12
[4]
OPRK1
[5]
8.275423
[6]
5.98E-05
[7]
0.000437
[9] array · 8 items
[0]
RGN
[1]
−4.45929
[2]
1.69E-14
[3]
1.65E-12
[4]
LINC00890
[5]
8.426037
[6]
8.39E-05
[7]
0.000579
[10] array · 8 items
[0]
ACSF2
[1]
−4.46773
[2]
2.39E-13
[3]
1.66E-11
[4]
FRMPD3
[5]
7.092507
[6]
0.000124
[7]
0.000811
[11] array · 8 items
[0]
ABCC3
[1]
−4.94181
[2]
4.25E-13
[3]
2.79E-11
[4]
WNT10A
[5]
8.291287
[6]
0.000184
[7]
0.001157
[12] array · 8 items
[0]
RBM47
[1]
−4.59347
[2]
7.39E-13
[3]
4.45E-11
[4]
SIX3
[5]
9.535783
[6]
0.000206
[7]
0.001268
[13] array · 8 items
[0]
APOC1
[1]
−4.89113
[2]
5.00E-12
[3]
2.33E-10
[4]
VWA5B1
[5]
7.094693
[6]
0.000255
[7]
0.001531
[14] array · 8 items
[0]
SEMA3B
[1]
−4.48062
[2]
1.31E-11
[3]
5.55E-10
[4]
RASSF6
[5]
8.27211
[6]
0.000575
[7]
0.003061
[15] array · 8 items
[0]
AVPR1A
[1]
−4.62031
[2]
1.90E-11
[3]
7.60E-10
[4]
APCDD1L
[5]
8.018701
[6]
0.000806
[7]
0.004064
[16] array · 8 items
[0]
AOX1
[1]
−5.13871
[2]
2.26E-11
[3]
8.86E-10
[4]
NAT16
[5]
6.691399
[6]
0.000983
[7]
0.004763
[17] array · 8 items
[0]
DHCR24
[1]
−4.70229
[2]
4.93E-11
[3]
1.77E-09
[4]
THSD7B
[5]
6.903341
[6]
0.001365
[7]
0.006258
[18] array · 8 items
[0]
TPD52L1
[1]
−4.68078
[2]
6.29E-11
[3]
2.20E-09
[4]
TMEM132D
[5]
7.417302
[6]
0.001967
[7]
0.008508
[19] array · 8 items
[0]
ALDH1L1
[1]
−4.53166
[2]
5.87E-10
[3]
1.67E-08
[4]
SHOX2
[5]
7.456944
[6]
0.002452
[7]
0.010212
[20] array · 8 items
[0]
NOV
[1]
−4.81279
[2]
6.29E-10
[3]
1.78E-08
[4]
NPY
[5]
7.471494
[6]
0.003273
[7]
0.012944
[21] array · 8 items
[0]
SLC47A1
[1]
−4.43845
[2]
6.60E-09
[3]
1.46E-07
[4]
KCNJ6
[5]
6.641958
[6]
0.003813
[7]
0.014677
[22] array · 8 items
[0]
NGEF
[1]
−4.64199
[2]
9.61E-09
[3]
2.04E-07
[4]
OPRM1
[5]
6.85908
[6]
0.007868
[7]
0.026291
[23] array · 8 items
[0]
ADGRV1
[1]
−4.61943
[2]
2.23E-08
[3]
4.35E-07
[4]
PCDH11X
[5]
7.112357
[6]
0.009235
[7]
0.029883
[24] array · 8 items
[0]
STAR
[1]
−5.34045
[2]
2.86E-08
[3]
5.42E-07
[4]
GNG8
[5]
7.149684
[6]
0.009424
[7]
0.03038
[25] array · 8 items
[0]
SERPINA5
[1]
−4.4036
[2]
3.61E-07
[3]
5.13E-06
[4]
ADCYAP1
[5]
7.827243
[6]
0.011811
[7]
0.036424
[26] array · 8 items
[0]
CYP11A1
[1]
−4.90555
[2]
1.03E-06
[3]
1.28E-05
[4]
CNTNAP4
[5]
6.819379
[6]
0.016655
[7]
0.047662
locator
section[13]/table-wrap[1]#t0001
[7] object · 16 fields
id
asset:table:pmid:33192072:6
role
table
format
jats-table
media_type
application/vnd.jats.table+json
uri
null
sha256
sha256:79e654e38782f4994d40000f9091956fe8e22a3b8398f5dfba29144a14b920a3
bytes
2682
access
open
state
verified
reader
read_table
reader_status
available
identifier
section[13]/table-wrap[2]#t0002
version
null
note
Top 25 Downregulated and Top 25 Upregulated lncRNA
structure object · 5 fields
pmcid
PMC7654541
section_index
13
section_title
Identification of Differentially Expressed lncRNA, miRNA, and mRNA
row_count
27
column_count
8
table object · 8 fields
label
Table 2
caption
Top 25 Downregulated and Top 25 Upregulated lncRNA
rows array · 27 items
[0] array · 2 items
[0]
Top 25 Downregulated lncRNA
[1]
Top 25 Upregulated lncRNA
[1] array · 8 items
[0]
Symbol
[1]
logFC
[2]
p-Value
[3]
FDR
[4]
Symbol
[5]
logFC
[6]
p-Value
[7]
FDR
[2] array · 8 items
[0]
AC073957.3
[1]
−3.76797
[2]
3.86E-17
[3]
8.01E-15
[4]
AC068700.1
[5]
5.634188
[6]
1.28E-11
[7]
5.45E-10
[3] array · 8 items
[0]
OIP5-AS1
[1]
−1.56095
[2]
5.60E-13
[3]
3.50E-11
[4]
AL022313.4
[5]
5.727269
[6]
1.34E-11
[7]
5.64E-10
[4] array · 8 items
[0]
ZNF503-AS2
[1]
−3.251
[2]
2.16E-11
[3]
8.57E-10
[4]
AL731557.1
[5]
5.794468
[6]
4.70E-10
[7]
1.37E-08
[5] array · 8 items
[0]
GSEC
[1]
−2.11874
[2]
2.36E-09
[3]
5.80E-08
[4]
AL390294.1
[5]
6.21209
[6]
5.81E-10
[7]
1.66E-08
[6] array · 8 items
[0]
DLGAP1-AS1
[1]
−2.68487
[2]
1.07E-08
[3]
2.25E-07
[4]
AL136964.1
[5]
5.748429
[6]
2.67E-09
[7]
6.49E-08
[7] array · 8 items
[0]
AC093157.1
[1]
−1.71001
[2]
6.11E-08
[3]
1.06E-06
[4]
AP002840.1
[5]
6.246437
[6]
6.31E-09
[7]
1.40E-07
[8] array · 8 items
[0]
AC026801.3
[1]
−2.28817
[2]
9.70E-08
[3]
1.60E-06
[4]
AL133163.3
[5]
6.110686
[6]
1.00E-08
[7]
2.12E-07
[9] array · 8 items
[0]
AL021453.1
[1]
−2.33787
[2]
1.08E-07
[3]
1.75E-06
[4]
AC105389.3
[5]
6.985011
[6]
2.29E-08
[7]
4.46E-07
[10] array · 8 items
[0]
AL354892.2
[1]
−1.72175
[2]
3.02E-07
[3]
4.36E-06
[4]
AC026369.1
[5]
5.772437
[6]
2.68E-08
[7]
5.11E-07
[11] array · 8 items
[0]
AC105942.1
[1]
−1.90242
[2]
7.62E-07
[3]
9.82E-06
[4]
MAPT-AS1
[5]
7.141991
[6]
1.39E-07
[7]
2.20E-06
[12] array · 8 items
[0]
AL445524.1
[1]
−1.891
[2]
1.44E-06
[3]
1.72E-05
[4]
AP006333.2
[5]
7.895482
[6]
1.75E-07
[7]
2.68E-06
[13] array · 8 items
[0]
LINC00174
[1]
−1.54625
[2]
5.17E-06
[3]
5.27E-05
[4]
LINC01930
[5]
5.840071
[6]
4.20E-07
[7]
5.85E-06
[14] array · 8 items
[0]
DANCR
[1]
−1.64292
[2]
5.70E-06
[3]
5.73E-05
[4]
LINC02287
[5]
5.736795
[6]
8.24E-07
[7]
1.05E-05
[15] array · 8 items
[0]
AC068888.1
[1]
−1.69542
[2]
1.11E-05
[3]
0.000102
[4]
AC010478.1
[5]
5.881153
[6]
1.23E-06
[7]
1.50E-05
[16] array · 8 items
[0]
NR2F1-AS1
[1]
−2.24175
[2]
1.84E-05
[3]
0.000157
[4]
AC005828.4
[5]
6.087545
[6]
4.65E-06
[7]
4.79E-05
[17] array · 8 items
[0]
MIR99AHG
[1]
−2.2713
[2]
2.05E-05
[3]
0.000173
[4]
LINC01982
[5]
6.1136
[6]
1.04E-05
[7]
9.67E-05
[18] array · 8 items
[0]
TMEM9B-AS1
[1]
−1.60771
[2]
5.64E-05
[3]
0.000415
[4]
UNC5B-AS1
[5]
5.868469
[6]
1.83E-05
[7]
0.000156
[19] array · 8 items
[0]
MIR22HG
[1]
−1.56325
[2]
0.000359
[3]
0.002056
[4]
KRTAP5-AS1
[5]
5.581534
[6]
2.19E-05
[7]
0.000184
[20] array · 8 items
[0]
ACVR2B-AS1
[1]
−1.53248
[2]
0.000457
[3]
0.002526
[4]
SATB1-AS1
[5]
5.683773
[6]
0.000118
[7]
0.000785
[21] array · 8 items
[0]
AC087741.1
[1]
−1.88727
[2]
0.000474
[3]
0.002606
[4]
GACAT2
[5]
5.635535
[6]
0.000123
[7]
0.000808
[22] array · 8 items
[0]
RNF144A-AS1
[1]
−2.29893
[2]
0.000715
[3]
0.003684
[4]
AC022893.2
[5]
5.704634
[6]
0.000135
[7]
0.000878
[23] array · 8 items
[0]
SH3BP5-AS1
[1]
−1.66577
[2]
0.000856
[3]
0.004266
[4]
AC079160.1
[5]
6.192744
[6]
0.000576
[7]
0.003066
[24] array · 8 items
[0]
CASC15
[1]
−1.81374
[2]
0.005303
[3]
0.019168
[4]
PP14571
[5]
5.763316
[6]
0.003315
[7]
0.013082
[25] array · 8 items
[0]
HOTAIRM1
[1]
−1.59477
[2]
0.007733
[3]
0.025956
[4]
AC010931.2
[5]
6.202024
[6]
0.005343
[7]
0.019286
[26] array · 8 items
[0]
AL365181.3
[1]
−1.96367
[2]
0.009386
[3]
0.03028
[4]
LINC00648
[5]
5.741248
[6]
0.008911
[7]
0.029069
locator
section[13]/table-wrap[2]#t0002
[8] object · 16 fields
id
asset:table:pmid:33192072:7
role
table
format
jats-table
media_type
application/vnd.jats.table+json
uri
null
sha256
sha256:91ea0b959d0164a5b7c5c82f23b833738cd4409c009d23b50e4af53d642bdd48
bytes
3117
access
open
state
verified
reader
read_table
reader_status
available
identifier
section[13]/table-wrap[3]#t0003
version
null
note
Top 25 Downregulated and Top 25 Upregulated miRNA
structure object · 5 fields
pmcid
PMC7654541
section_index
13
section_title
Identification of Differentially Expressed lncRNA, miRNA, and mRNA
row_count
27
column_count
8
table object · 8 fields
label
Table 3
caption
Top 25 Downregulated and Top 25 Upregulated miRNA
rows array · 27 items
[0] array · 2 items
[0]
Top 25 Downregulated miRNA
[1]
Top 25 Upregulated miRNA
[1] array · 8 items
[0]
miRNA
[1]
logFC
[2]
p-Value
[3]
FDR
[4]
miRNA
[5]
logFC
[6]
p-Value
[7]
FDR
[2] array · 8 items
[0]
hsa-miR-193b-3p
[1]
−4.57576
[2]
3.27E-16
[3]
1.57E-13
[4]
hsa-miR-153-3p
[5]
4.037745206
[6]
8.05E-12
[7]
7.73E-10
[3] array · 8 items
[0]
hsa-miR-365a-3p
[1]
−3.5141
[2]
1.05E-15
[3]
1.68E-13
[4]
hsa-miR-153-5p
[5]
3.876958022
[6]
7.52E-07
[7]
2.93E-05
[4] array · 8 items
[0]
hsa-miR-365b-3p
[1]
−3.51402
[2]
1.05E-15
[3]
1.68E-13
[4]
hsa-miR-137
[5]
3.474046104
[6]
4.75E-06
[7]
0.000134212
[5] array · 8 items
[0]
hsa-miR-99a-5p
[1]
−2.77945
[2]
7.26E-12
[3]
7.73E-10
[4]
hsa-miR-7-5p
[5]
4.09855618
[6]
2.12E-05
[7]
0.000484566
[6] array · 8 items
[0]
hsa-let-7c-5p
[1]
−2.5734
[2]
3.80E-09
[3]
3.04E-07
[4]
hsa-miR-1179
[5]
3.927385921
[6]
0.000108253
[7]
0.001791778
[7] array · 8 items
[0]
hsa-miR-195-3p
[1]
−2.45674
[2]
8.70E-08
[3]
5.22E-06
[4]
hsa-miR-375
[5]
4.391892691
[6]
0.00015088
[7]
0.002263197
[8] array · 8 items
[0]
hsa-miR-195-5p
[1]
−2.36364
[2]
1.68E-07
[3]
8.95E-06
[4]
hsa-miR-483-5p
[5]
4.509825699
[6]
0.00029032
[7]
0.003275823
[9] array · 8 items
[0]
hsa-miR-497-5p
[1]
−2.26742
[2]
4.95E-07
[3]
2.16E-05
[4]
hsa-miR-2682-5p
[5]
4.747525655
[6]
0.000257548
[7]
0.003275823
[10] array · 8 items
[0]
hsa-miR-455-3p
[1]
−2.6539
[2]
1.11E-06
[3]
3.79E-05
[4]
hsa-miR-4705
[5]
6.267096508
[6]
0.000315449
[7]
0.003424384
[11] array · 8 items
[0]
hsa-miR-511-5p
[1]
−2.68334
[2]
3.73E-06
[3]
0.000112
[4]
hsa-miR-618
[5]
6.118619944
[6]
0.000366715
[7]
0.003667154
[12] array · 8 items
[0]
hsa-miR-424-5p
[1]
−2.05804
[2]
3.51E-05
[3]
0.000732
[4]
hsa-miR-129-1-3p
[5]
5.291642562
[6]
0.000388202
[7]
0.003802792
[13] array · 8 items
[0]
hsa-miR-199a-5p
[1]
−2.12296
[2]
4.31E-05
[3]
0.000863
[4]
hsa-miR-592
[5]
5.405166969
[6]
0.000603911
[7]
0.005085565
[14] array · 8 items
[0]
hsa-miR-450b-5p
[1]
−2.36939
[2]
6.82E-05
[3]
0.00126
[4]
hsa-miR-138-5p
[5]
4.551885502
[6]
0.000660335
[7]
0.005282681
[15] array · 8 items
[0]
hsa-miR-148a-5p
[1]
−2.58608
[2]
0.000136
[3]
0.002172
[4]
hsa-miR-483-3p
[5]
5.369779777
[6]
0.000971812
[7]
0.006760433
[16] array · 8 items
[0]
hsa-miR-100-5p
[1]
−2.07348
[2]
0.000239
[3]
0.003193
[4]
hsa-miR-410-5p
[5]
4.258720479
[6]
0.001106315
[7]
0.007479313
[17] array · 8 items
[0]
hsa-let-7c-3p
[1]
−2.05432
[2]
0.000261
[3]
0.003276
[4]
hsa-miR-873-5p
[5]
6.897992073
[6]
0.001176467
[7]
0.007631138
[18] array · 8 items
[0]
hsa-miR-508-3p
[1]
−3.51777
[2]
0.000358
[3]
0.00366
[4]
hsa-miR-138-1-3p
[5]
6.836301551
[6]
0.001554963
[7]
0.009693277
[19] array · 8 items
[0]
hsa-miR-214-5p
[1]
−1.88088
[2]
0.000516
[3]
0.00459
[4]
hsa-miR-196a-5p
[5]
4.2097511
[6]
0.002754991
[7]
0.015199949
[20] array · 8 items
[0]
hsa-miR-455-5p
[1]
−2.1107
[2]
0.001176
[3]
0.007631
[4]
hsa-miR-129-2-3p
[5]
5.147195976
[6]
0.003380698
[7]
0.018232979
[21] array · 8 items
[0]
hsa-miR-887-3p
[1]
−2.03233
[2]
0.00149
[3]
0.009412
[4]
hsa-miR-2682-3p
[5]
3.882001702
[6]
0.003507626
[7]
0.018707336
[22] array · 8 items
[0]
hsa-miR-450a-5p
[1]
−2.05002
[2]
0.001727
[3]
0.010142
[4]
hsa-miR-129-5p
[5]
4.292125863
[6]
0.00360147
[7]
0.018996767
[23] array · 8 items
[0]
hsa-miR-514a-3p
[1]
−3.20846
[2]
0.002123
[3]
0.012133
[4]
hsa-miR-3130-3p
[5]
4.001109161
[6]
0.00456375
[7]
0.022993542
[24] array · 8 items
[0]
hsa-miR-509-3p
[1]
−3.00819
[2]
0.005283
[3]
0.025782
[4]
hsa-miR-433-3p
[5]
3.795466062
[6]
0.006029191
[7]
0.028372661
[25] array · 8 items
[0]
hsa-miR-542-3p
[1]
−1.91368
[2]
0.005318
[3]
0.025782
[4]
hsa-miR-431-3p
[5]
3.497554636
[6]
0.007845611
[7]
0.034235393
[26] array · 8 items
[0]
hsa-miR-148a-3p
[1]
−1.86422
[2]
0.009125
[3]
0.038422
[4]
hsa-miR-541-3p
[5]
4.102786131
[6]
0.008572515
[7]
0.037070335
locator
section[13]/table-wrap[3]#t0003
[9] object · 16 fields
id
asset:table:pmid:33192072:8
role
table
format
jats-table
media_type
application/vnd.jats.table+json
uri
null
sha256
sha256:ad6ba203c0a4a76fc5b1900f138b7d012f73a5689fb4ae5e5385b83e9957adbb
bytes
592
access
open
state
verified
reader
read_table
reader_status
available
identifier
section[13]/table-wrap[4]#t0004
version
null
note
Prognostic Biomarkers in Pheochromocytoma and Paraganglioma
structure object · 5 fields
pmcid
PMC7654541
section_index
13
section_title
Identification of Differentially Expressed lncRNA, miRNA, and mRNA
row_count
4
column_count
2
table object · 8 fields
label
Table 4
caption
Prognostic Biomarkers in Pheochromocytoma and Paraganglioma
rows array · 4 items
[0] array · 2 items
[0]
Types of RNA
[1]
Gene Symbols
[1] array · 2 items
[0]
lncRNA
[1]
AP006333.2, AP001486.2, AL133163.3, AL035071.1, AC156455.1, AC008969.1
[2] array · 2 items
[0]
mRNA
[1]
VPS37B, TTC38, RCAN3, PTPRJ, ORAI2, NTNG1, NKX3-1, MED12, MCM10, KIAA1958, IREB2, EPHA2, ENOSF1, CCNO, ANKRD36, ACAA1
[3] array · 2 items
[0]
miRNA
[1]
hsa-miR-148b-3p, hsa-miR-137, hsa-let-7b-3p, hsa-miR-338-5p, hsa-miR-338-3p, hsa-miR-181c-5p, hsa-miR-296-5p, hsa-miR-130b-3p
locator
section[13]/table-wrap[4]#t0004
gaps array · 2 items
[0]
asset:data:geo:GSE19422 not downloaded
[1]
asset:data:geo:GSE19422 licence not read
analysis object · 4 fields
state
partial
methods array · 2 items
[0] object · 10 fields
id
method-1
family
differential_expression
specific
edger
label
Differential expression analysis
dsl_operations array · 3 items
[0]
normalise_counts
[1]
differential_expression_fit
[2]
fdr_bh
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[0]
count_matrix_with_condition
evidence object · 3 fields
score
1
band
verbatim
quote
Differentially expressed genes were subsequently calculated by the “edgeR” package by comparing PCPG with normal adrenal gland tissue.
[1] object · 10 fields
id
method-2
family
survival_analysis
specific
kaplan_meier
label
Survival analysis
dsl_operations array · 1 item
[0]
survival_km
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[0]
time_to_event_with_censoring
evidence object · 3 fields
score
0.7
band
medium
quote
Kaplan-Meier
targets array · 0 items
gaps array · 1 item
[0]
method.reader_differs_from_extractor
capability object · 3 fields
state
complete
requirements array · 1 item
[0] object · 6 fields
capability_id
capability:computational_analysis
label
Computational analysis platform
assay_families array · 9 items
[0]
meta_analysis
[1]
machine_learning
[2]
survival_analysis
[3]
statistical_regression
[4]
pca
[5]
molecular_docking
[6]
network_analysis
[7]
differential_expression
[8]
gwas
candidate
Automated Assays Laravel application and simulated adapters
gaps array · 0 items
readiness object · 8 fields
state
complete
tier
R1
blocked_on
nothing:replicable_now
axes object · 3 fields
method object · 5 fields
tier
R1
expressible
true
required_operations array · 3 items
[0]
normalise_counts
[1]
differential_expression_fit
[2]
fdr_bh
missing_operations array · 0 items
basis
The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: edger.
capability object · 4 fields
tier
R1
capability_id
capability:computational_analysis
availability_state
owned
basis
The computational analysis is owned. The physical bench the paper used is not, so a physical validation cannot be run here.
data object · 6 fields
tier
R1
reachable
true
accessions array · 1 item
[0]
GSE19422
resolved_accessions array · 1 item
[0]
GSE19422
statements array · 1 item
[0]
The authors declare that the data supporting the findings of this study are available within the article.
basis
The paper names GSE19422 in Gene Expression Omnibus (GEO) and the accession resolves in the repository. No dataset was downloaded and no licence was read.
can_run object · 3 fields
dsl_operations array · 3 items
[0]
normalise_counts
[1]
differential_expression_fit
[2]
fdr_bh
assets array · 10 items
[0]
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ing "clusterProfiler" and "DOSE" R-packages. Immunohistochemistry (IHC) staining was performed to validate dif
[1]
and "DOSE" R-packages. Immunohistochemistry (IHC) staining was performed to validate differen
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a-miR-34a-5p/PTPRJ. The GSE19422 dataset and IHC analysis validated that mRNA and protein lev
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Differentially expressed genes were subsequently calculated by the “edgeR” package by comparing PCPG with normal adrenal gland tissue.
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Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:33192072", "kind": "science-record", "revision": 8, "content_hash": "sha256:87e1050a99d294f04ed8dcc6bd73b985204869277e35d6291dff508bace837e7", "created_at": "2026-11-01T15:41:15Z", "updated_at": "2026-11-01T22:45:36Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Comprehensive Analysis of Aberrantly Expressed Competitive Endogenous RNA Network and Identification of Prognostic Biomarkers in Pheochromocytoma and Paraganglioma.", "doi": "10.2147/OTT.S271417", "pmid": "33192072", "authors": ["Zijun Wang", "Yijian Li", "Yanjun Zhong", "Yinhuai Wang", "Mou Peng"], "journal": "OncoTargets and therapy", "year": 2020, "abstract": "BACKGROUND: Long non-coding RNA (lncRNA) functions as a competitive endogenous RNA (ceRNA) and plays an important role in the biological processes underlying tumorigenesis. However, studies describing the function of lncRNA in pheochromocytoma and paraganglioma (PCPG) remain largely unknown. Our study aims to construct a regulatory ceRNA network and explore prognostic biomarkers for PCPG through a comprehensive analysis.\nMETHODS: PCPG data from The Cancer Genome Atlas (TCGA) were utilized to obtain differentially expressed lncRNAs (DElncRNAs), microRNAs (DEmiRNAs), and mRNAs (DEmRNAs). Kaplan-Meier analysis was used to detect prognostic biomarkers and Cytoscape was utilized to construct a regulatory network of ceRNA. Potential lncRNA-miRNA-mRNA axes were inferred by correlation analysis. GO and KEGG pathways were constructed using \"clusterProfiler\" and \"DOSE\" R-packages. Immunohistochemistry (IHC) staining was performed to validate differential protein expression levels of genes in the axes. Finally, the GSE19422 dataset and Pan-Cancer data were applied to validate the expression pattern and survival status of mRNAs, respectively.\nRESULTS: A total of 334 DElncRNAs, 116 DEmiRNAs, and 3496 DEmRNAs were identified and mainly enriched in hormone secretion, metabolism signaling, metastatic and proliferative pathways. Among these differentially expressed genes, 16 mRNAs, six lncRNAs, and two miRNAs were associated with overall survival of patients with PCPG and sequentially enrolled in the ceRNA network. Two lncRNA-miRNA-mRNA regulatory axes were predicted: AP001486.2/hsa-miR-195-5p/RCAN3 and AP006333.2/hsa-miR-34a-5p/PTPRJ. The GSE19422 dataset and IHC analysis validated that mRNA and protein levels of RCAN3 and PTPRJ were upregulated in PCPG tissues compared with adjacent adrenal gland medulla tissues. Pan-Cancer data showed that the upregulated expression of RCAN3 and PTPRJ was associated with favorable overall survival and disease-free survival.\nCONCLUSION: A regulatory lncRNA-miRNA-mRNA ceRNA network was successfully constructed and 24 prognostic biomarkers were identified for PCPG patients. These findings may contribute toward a better understanding of the biological mechanism of tumorigenesis and enable further evaluation of the prognosis of patients with PCPG.", "claims": [{"id": "claim-method", "statement": "Differentially expressed genes were subsequently calculated by the “edgeR” package by comparing PCPG with normal adrenal gland tissue.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:33192072", "locator": "sections[3] \"RNA-Seq, miRNA Data, and Clinical Data from TCGA-PCPG\" paragraph 2", "quote": "Differentially expressed genes were subsequently calculated by the “edgeR” package by comparing PCPG with normal adrenal gland tissue."}], "state": "complete"}, {"id": "claim-data-access", "statement": "The authors declare that the data supporting the findings of this study are available within the article.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:33192072", "locator": "sections[24] \"Data Sharing Statement\" paragraph 2", "quote": "The authors declare that the data supporting the findings of this study are available within the article."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": null, "steps": [{"id": "read_published_estimate", "order": 1, "name": "Read the published estimate from the source", "kind": "other", "state": "complete", "blocked_on": null, "description": "The claim, method and evidence span published with the source article.", "duration_hours": null, "parameters": {}, "inputs": ["source:pmid:33192072"], "outputs": ["the published estimate and its evidence"], "instruments": [], "reagents": []}, {"id": "obtain_source_data", "order": 2, "name": "Obtain the source data from the named repository", "kind": "data-preparation", "state": "complete", "blocked_on": null, "description": "The GEO series accession resolves and its sample accessions are listed. This lane did not download the dataset or read its licence.", "duration_hours": null, "parameters": {}, "inputs": ["data:geo:GSE19422"], "outputs": ["the source data with its repository provenance"], "instruments": [], "reagents": []}, {"id": "run_analysis", "order": 3, "name": "Run the published analysis", "kind": "analysis", "state": "complete", "blocked_on": null, "description": "Apply the paper's statistical method to the resolved series and compare the result with the published target.", "duration_hours": null, "parameters": {}, "inputs": ["data:geo:GSE19422"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:33192072", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.2147/OTT.S271417", "sha256": 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"−1.90242", "7.62E-07", "9.82E-06", "MAPT-AS1", "7.141991", "1.39E-07", "2.20E-06"], ["AL445524.1", "−1.891", "1.44E-06", "1.72E-05", "AP006333.2", "7.895482", "1.75E-07", "2.68E-06"], ["LINC00174", "−1.54625", "5.17E-06", "5.27E-05", "LINC01930", "5.840071", "4.20E-07", "5.85E-06"], ["DANCR", "−1.64292", "5.70E-06", "5.73E-05", "LINC02287", "5.736795", "8.24E-07", "1.05E-05"], ["AC068888.1", "−1.69542", "1.11E-05", "0.000102", "AC010478.1", "5.881153", "1.23E-06", "1.50E-05"], ["NR2F1-AS1", "−2.24175", "1.84E-05", "0.000157", "AC005828.4", "6.087545", "4.65E-06", "4.79E-05"], ["MIR99AHG", "−2.2713", "2.05E-05", "0.000173", "LINC01982", "6.1136", "1.04E-05", "9.67E-05"], ["TMEM9B-AS1", "−1.60771", "5.64E-05", "0.000415", "UNC5B-AS1", "5.868469", "1.83E-05", "0.000156"], ["MIR22HG", "−1.56325", "0.000359", "0.002056", "KRTAP5-AS1", "5.581534", "2.19E-05", "0.000184"], ["ACVR2B-AS1", "−1.53248", "0.000457", "0.002526", "SATB1-AS1", "5.683773", "0.000118", "0.000785"], ["AC087741.1", 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"read_table", "reader_status": "available", "identifier": "section[13]/table-wrap[3]#t0003", "version": null, "note": "Top 25 Downregulated and Top 25 Upregulated miRNA", "structure": {"pmcid": "PMC7654541", "section_index": 4, "section_title": "Identification of Differentially Expressed lncRNA, miRNA, and mRNA", "row_count": 27, "column_count": 8}, "table": {"label": "Table 3", "caption": "Top 25 Downregulated and Top 25 Upregulated miRNA", "rows": [["Top 25 Downregulated miRNA", "Top 25 Upregulated miRNA"], ["miRNA", "logFC", "p-Value", "FDR", "miRNA", "logFC", "p-Value", "FDR"], ["hsa-miR-193b-3p", "−4.57576", "3.27E-16", "1.57E-13", "hsa-miR-153-3p", "4.037745206", "8.05E-12", "7.73E-10"], ["hsa-miR-365a-3p", "−3.5141", "1.05E-15", "1.68E-13", "hsa-miR-153-5p", "3.876958022", "7.52E-07", "2.93E-05"], ["hsa-miR-365b-3p", "−3.51402", "1.05E-15", "1.68E-13", "hsa-miR-137", "3.474046104", "4.75E-06", "0.000134212"], ["hsa-miR-99a-5p", "−2.77945", "7.26E-12", "7.73E-10", "hsa-miR-7-5p", "4.09855618", "2.12E-05", "0.000484566"], ["hsa-let-7c-5p", "−2.5734", "3.80E-09", "3.04E-07", "hsa-miR-1179", "3.927385921", "0.000108253", "0.001791778"], ["hsa-miR-195-3p", "−2.45674", "8.70E-08", "5.22E-06", "hsa-miR-375", "4.391892691", "0.00015088", "0.002263197"], ["hsa-miR-195-5p", "−2.36364", "1.68E-07", "8.95E-06", "hsa-miR-483-5p", "4.509825699", "0.00029032", "0.003275823"], ["hsa-miR-497-5p", "−2.26742", "4.95E-07", "2.16E-05", "hsa-miR-2682-5p", "4.747525655", "0.000257548", "0.003275823"], ["hsa-miR-455-3p", "−2.6539", "1.11E-06", "3.79E-05", "hsa-miR-4705", "6.267096508", "0.000315449", "0.003424384"], ["hsa-miR-511-5p", "−2.68334", "3.73E-06", "0.000112", "hsa-miR-618", "6.118619944", "0.000366715", "0.003667154"], ["hsa-miR-424-5p", "−2.05804", "3.51E-05", "0.000732", "hsa-miR-129-1-3p", "5.291642562", "0.000388202", "0.003802792"], ["hsa-miR-199a-5p", "−2.12296", "4.31E-05", "0.000863", "hsa-miR-592", "5.405166969", "0.000603911", "0.005085565"], ["hsa-miR-450b-5p", "−2.36939", "6.82E-05", "0.00126", "hsa-miR-138-5p", "4.551885502", "0.000660335", "0.005282681"], ["hsa-miR-148a-5p", "−2.58608", "0.000136", "0.002172", "hsa-miR-483-3p", "5.369779777", "0.000971812", "0.006760433"], ["hsa-miR-100-5p", "−2.07348", "0.000239", "0.003193", "hsa-miR-410-5p", "4.258720479", "0.001106315", "0.007479313"], ["hsa-let-7c-3p", "−2.05432", "0.000261", "0.003276", "hsa-miR-873-5p", "6.897992073", "0.001176467", "0.007631138"], ["hsa-miR-508-3p", "−3.51777", "0.000358", "0.00366", "hsa-miR-138-1-3p", "6.836301551", "0.001554963", "0.009693277"], ["hsa-miR-214-5p", "−1.88088", "0.000516", "0.00459", "hsa-miR-196a-5p", "4.2097511", "0.002754991", "0.015199949"], ["hsa-miR-455-5p", "−2.1107", "0.001176", "0.007631", "hsa-miR-129-2-3p", "5.147195976", "0.003380698", "0.018232979"], ["hsa-miR-887-3p", "−2.03233", "0.00149", "0.009412", "hsa-miR-2682-3p", "3.882001702", "0.003507626", "0.018707336"], ["hsa-miR-450a-5p", "−2.05002", "0.001727", "0.010142", "hsa-miR-129-5p", "4.292125863", "0.00360147", "0.018996767"], ["hsa-miR-514a-3p", "−3.20846", "0.002123", "0.012133", "hsa-miR-3130-3p", "4.001109161", "0.00456375", "0.022993542"], ["hsa-miR-509-3p", "−3.00819", "0.005283", "0.025782", "hsa-miR-433-3p", "3.795466062", "0.006029191", "0.028372661"], ["hsa-miR-542-3p", "−1.91368", "0.005318", "0.025782", "hsa-miR-431-3p", "3.497554636", "0.007845611", "0.034235393"], ["hsa-miR-148a-3p", "−1.86422", "0.009125", "0.038422", "hsa-miR-541-3p", "4.102786131", "0.008572515", "0.037070335"]], "row_count": 27, "column_count": 8, "numeric_cells": 202, "header_rows": 2, "locator": "section[13]/table-wrap[3]#t0003"}}, {"id": "asset:table:pmid:33192072:4", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:ad6ba203c0a4a76fc5b1900f138b7d012f73a5689fb4ae5e5385b83e9957adbb", "bytes": 592, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[13]/table-wrap[4]#t0004", "version": null, "note": "Prognostic Biomarkers in Pheochromocytoma and Paraganglioma", "structure": {"pmcid": "PMC7654541", "section_index": 4, "section_title": "Identification of Differentially Expressed lncRNA, miRNA, and mRNA", "row_count": 4, "column_count": 2}, "table": {"label": "Table 4", "caption": "Prognostic Biomarkers in Pheochromocytoma and Paraganglioma", "rows": [["Types of RNA", "Gene Symbols"], ["lncRNA", "AP006333.2, AP001486.2, AL133163.3, AL035071.1, AC156455.1, AC008969.1"], ["mRNA", "VPS37B, TTC38, RCAN3, PTPRJ, ORAI2, NTNG1, NKX3-1, MED12, MCM10, KIAA1958, IREB2, EPHA2, ENOSF1, CCNO, ANKRD36, ACAA1"], ["miRNA", "hsa-miR-148b-3p, hsa-miR-137, hsa-let-7b-3p, hsa-miR-338-5p, hsa-miR-338-3p, hsa-miR-181c-5p, hsa-miR-296-5p, hsa-miR-130b-3p"]], "row_count": 4, "column_count": 2, "numeric_cells": 3, "header_rows": 1, "locator": "section[13]/table-wrap[4]#t0004"}}, {"id": "asset:table:pmid:33192072:5", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:6de623d144106fa42145bc09563c6ac64088c27e36709653a699b129a78e2fc5", "bytes": 2496, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[13]/table-wrap[1]#t0001", "version": null, "note": "Top 25 Downregulated and Top 25 Upregulated mRNA", "structure": {"pmcid": "PMC7654541", "section_index": 13, "section_title": "Identification of Differentially Expressed lncRNA, miRNA, and mRNA", "row_count": 27, "column_count": 8}, "table": {"label": "Table 1", "caption": "Top 25 Downregulated and Top 25 Upregulated mRNA", "rows": [["Top 25 Downregulated mRNA", "Top 25 Upregulated mRNA"], ["Symbol", "logFC", "p-Value", "FDR", "Symbol", "logFC", "p-Value", "FDR"], ["SLC37A2", "−4.7892", "4.39E-23", "4.68E-20", "SLC8A3", "6.647444", "3.75E-10", "1.11E-08"], ["BAMBI", "−4.52141", "2.73E-18", "8.15E-16", "DCX", "7.528979", "1.78E-08", "3.56E-07"], ["KIAA1024", "−4.52581", "1.65E-17", "3.86E-15", "MCHR1", "8.29453", "1.66E-05", "0.000144"], ["FDX1", "−4.71937", "1.18E-16", "2.00E-14", "SYT2", "6.630999", "4.17E-05", "0.000321"], ["GALM", "−4.45526", "3.68E-16", "5.50E-14", "SOX11", "10.68805", "5.00E-05", "0.000374"], ["SLC16A9", "−4.55815", "1.06E-14", "1.09E-12", "POPDC3", "6.767155", "5.80E-05", "0.000425"], ["FDXR", "−4.47427", "1.51E-14", "1.52E-12", "OPRK1", "8.275423", "5.98E-05", "0.000437"], ["RGN", "−4.45929", "1.69E-14", "1.65E-12", "LINC00890", "8.426037", "8.39E-05", "0.000579"], ["ACSF2", "−4.46773", "2.39E-13", "1.66E-11", "FRMPD3", "7.092507", "0.000124", "0.000811"], ["ABCC3", "−4.94181", "4.25E-13", "2.79E-11", "WNT10A", "8.291287", "0.000184", "0.001157"], ["RBM47", "−4.59347", "7.39E-13", "4.45E-11", "SIX3", "9.535783", "0.000206", "0.001268"], ["APOC1", "−4.89113", "5.00E-12", "2.33E-10", "VWA5B1", "7.094693", "0.000255", "0.001531"], ["SEMA3B", "−4.48062", "1.31E-11", "5.55E-10", "RASSF6", "8.27211", "0.000575", "0.003061"], ["AVPR1A", "−4.62031", "1.90E-11", "7.60E-10", "APCDD1L", "8.018701", "0.000806", "0.004064"], ["AOX1", "−5.13871", "2.26E-11", "8.86E-10", "NAT16", "6.691399", "0.000983", "0.004763"], ["DHCR24", "−4.70229", "4.93E-11", "1.77E-09", "THSD7B", "6.903341", "0.001365", "0.006258"], ["TPD52L1", "−4.68078", "6.29E-11", "2.20E-09", "TMEM132D", "7.417302", "0.001967", "0.008508"], ["ALDH1L1", "−4.53166", "5.87E-10", "1.67E-08", "SHOX2", "7.456944", "0.002452", "0.010212"], ["NOV", "−4.81279", "6.29E-10", "1.78E-08", "NPY", "7.471494", "0.003273", "0.012944"], ["SLC47A1", "−4.43845", "6.60E-09", "1.46E-07", "KCNJ6", "6.641958", "0.003813", "0.014677"], ["NGEF", "−4.64199", "9.61E-09", "2.04E-07", "OPRM1", "6.85908", "0.007868", "0.026291"], ["ADGRV1", "−4.61943", "2.23E-08", "4.35E-07", "PCDH11X", "7.112357", "0.009235", "0.029883"], ["STAR", "−5.34045", "2.86E-08", "5.42E-07", "GNG8", "7.149684", "0.009424", "0.03038"], ["SERPINA5", "−4.4036", "3.61E-07", "5.13E-06", "ADCYAP1", "7.827243", "0.011811", "0.036424"], ["CYP11A1", "−4.90555", "1.03E-06", "1.28E-05", "CNTNAP4", "6.819379", "0.016655", "0.047662"]], "row_count": 27, "column_count": 8, "numeric_cells": 166, "header_rows": 2, "locator": "section[13]/table-wrap[1]#t0001"}}, {"id": "asset:table:pmid:33192072:6", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:79e654e38782f4994d40000f9091956fe8e22a3b8398f5dfba29144a14b920a3", "bytes": 2682, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[13]/table-wrap[2]#t0002", "version": null, "note": "Top 25 Downregulated and Top 25 Upregulated lncRNA", "structure": {"pmcid": "PMC7654541", "section_index": 13, "section_title": "Identification of Differentially Expressed lncRNA, miRNA, and mRNA", "row_count": 27, "column_count": 8}, "table": {"label": "Table 2", "caption": "Top 25 Downregulated and Top 25 Upregulated lncRNA", "rows": [["Top 25 Downregulated lncRNA", "Top 25 Upregulated lncRNA"], ["Symbol", "logFC", "p-Value", "FDR", "Symbol", "logFC", "p-Value", "FDR"], ["AC073957.3", "−3.76797", "3.86E-17", "8.01E-15", "AC068700.1", "5.634188", "1.28E-11", "5.45E-10"], ["OIP5-AS1", "−1.56095", "5.60E-13", "3.50E-11", "AL022313.4", "5.727269", "1.34E-11", "5.64E-10"], ["ZNF503-AS2", "−3.251", "2.16E-11", "8.57E-10", "AL731557.1", "5.794468", "4.70E-10", "1.37E-08"], ["GSEC", "−2.11874", "2.36E-09", "5.80E-08", "AL390294.1", "6.21209", "5.81E-10", "1.66E-08"], ["DLGAP1-AS1", "−2.68487", "1.07E-08", "2.25E-07", "AL136964.1", "5.748429", "2.67E-09", "6.49E-08"], ["AC093157.1", "−1.71001", "6.11E-08", "1.06E-06", "AP002840.1", "6.246437", "6.31E-09", "1.40E-07"], ["AC026801.3", "−2.28817", "9.70E-08", "1.60E-06", "AL133163.3", "6.110686", "1.00E-08", "2.12E-07"], ["AL021453.1", "−2.33787", "1.08E-07", "1.75E-06", "AC105389.3", "6.985011", "2.29E-08", "4.46E-07"], ["AL354892.2", "−1.72175", "3.02E-07", "4.36E-06", "AC026369.1", "5.772437", "2.68E-08", "5.11E-07"], ["AC105942.1", "−1.90242", "7.62E-07", "9.82E-06", "MAPT-AS1", "7.141991", "1.39E-07", "2.20E-06"], ["AL445524.1", "−1.891", "1.44E-06", "1.72E-05", "AP006333.2", "7.895482", "1.75E-07", "2.68E-06"], ["LINC00174", "−1.54625", "5.17E-06", "5.27E-05", "LINC01930", "5.840071", "4.20E-07", "5.85E-06"], ["DANCR", "−1.64292", "5.70E-06", "5.73E-05", "LINC02287", "5.736795", "8.24E-07", "1.05E-05"], ["AC068888.1", "−1.69542", "1.11E-05", "0.000102", "AC010478.1", "5.881153", "1.23E-06", "1.50E-05"], ["NR2F1-AS1", "−2.24175", "1.84E-05", "0.000157", "AC005828.4", "6.087545", "4.65E-06", "4.79E-05"], ["MIR99AHG", "−2.2713", "2.05E-05", "0.000173", "LINC01982", "6.1136", "1.04E-05", "9.67E-05"], ["TMEM9B-AS1", "−1.60771", "5.64E-05", "0.000415", "UNC5B-AS1", "5.868469", "1.83E-05", "0.000156"], ["MIR22HG", "−1.56325", "0.000359", "0.002056", "KRTAP5-AS1", "5.581534", "2.19E-05", "0.000184"], ["ACVR2B-AS1", "−1.53248", "0.000457", "0.002526", "SATB1-AS1", "5.683773", "0.000118", "0.000785"], ["AC087741.1", "−1.88727", "0.000474", "0.002606", "GACAT2", "5.635535", "0.000123", "0.000808"], ["RNF144A-AS1", "−2.29893", "0.000715", "0.003684", "AC022893.2", "5.704634", "0.000135", "0.000878"], ["SH3BP5-AS1", "−1.66577", "0.000856", "0.004266", "AC079160.1", "6.192744", "0.000576", "0.003066"], ["CASC15", "−1.81374", "0.005303", "0.019168", "PP14571", "5.763316", "0.003315", "0.013082"], ["HOTAIRM1", "−1.59477", "0.007733", "0.025956", "AC010931.2", "6.202024", "0.005343", "0.019286"], ["AL365181.3", "−1.96367", "0.009386", "0.03028", "LINC00648", "5.741248", "0.008911", "0.029069"]], "row_count": 27, "column_count": 8, "numeric_cells": 188, "header_rows": 2, "locator": "section[13]/table-wrap[2]#t0002"}}, {"id": "asset:table:pmid:33192072:7", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:91ea0b959d0164a5b7c5c82f23b833738cd4409c009d23b50e4af53d642bdd48", "bytes": 3117, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[13]/table-wrap[3]#t0003", "version": null, "note": "Top 25 Downregulated and Top 25 Upregulated miRNA", "structure": {"pmcid": "PMC7654541", "section_index": 13, "section_title": "Identification of Differentially Expressed lncRNA, miRNA, and mRNA", "row_count": 27, "column_count": 8}, "table": {"label": "Table 3", "caption": "Top 25 Downregulated and Top 25 Upregulated miRNA", "rows": [["Top 25 Downregulated miRNA", "Top 25 Upregulated miRNA"], ["miRNA", "logFC", "p-Value", "FDR", "miRNA", "logFC", "p-Value", "FDR"], ["hsa-miR-193b-3p", "−4.57576", "3.27E-16", "1.57E-13", "hsa-miR-153-3p", "4.037745206", "8.05E-12", "7.73E-10"], ["hsa-miR-365a-3p", "−3.5141", "1.05E-15", "1.68E-13", "hsa-miR-153-5p", "3.876958022", "7.52E-07", "2.93E-05"], ["hsa-miR-365b-3p", "−3.51402", "1.05E-15", "1.68E-13", "hsa-miR-137", "3.474046104", "4.75E-06", "0.000134212"], ["hsa-miR-99a-5p", "−2.77945", "7.26E-12", "7.73E-10", "hsa-miR-7-5p", "4.09855618", "2.12E-05", "0.000484566"], ["hsa-let-7c-5p", "−2.5734", "3.80E-09", "3.04E-07", "hsa-miR-1179", "3.927385921", "0.000108253", "0.001791778"], ["hsa-miR-195-3p", "−2.45674", "8.70E-08", "5.22E-06", "hsa-miR-375", "4.391892691", "0.00015088", "0.002263197"], ["hsa-miR-195-5p", "−2.36364", "1.68E-07", "8.95E-06", "hsa-miR-483-5p", "4.509825699", "0.00029032", "0.003275823"], ["hsa-miR-497-5p", "−2.26742", "4.95E-07", "2.16E-05", "hsa-miR-2682-5p", "4.747525655", "0.000257548", "0.003275823"], ["hsa-miR-455-3p", "−2.6539", "1.11E-06", "3.79E-05", "hsa-miR-4705", "6.267096508", "0.000315449", "0.003424384"], ["hsa-miR-511-5p", "−2.68334", "3.73E-06", "0.000112", "hsa-miR-618", "6.118619944", "0.000366715", "0.003667154"], ["hsa-miR-424-5p", "−2.05804", "3.51E-05", "0.000732", "hsa-miR-129-1-3p", "5.291642562", "0.000388202", 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