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pmid:25257132

Dysregulation of cell cycle related genes and microRNAs distinguish the low- from high-risk of prostate cancer.

Jiling Wen · Rongbing Li · Xiaofei Wen · Guangming Chou · Jiasun Lu · Xuelei Wang · Yongchao Jin

Diagnostic pathology · 2014 doi:10.1186/s13000-014-0156-1

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title
Dysregulation of cell cycle related genes and microRNAs distinguish the low- from high-risk of prostate cancer.
doi
10.1186/s13000-014-0156-1
pmid
25257132
authors array · 7 items
[0]
Jiling Wen
[1]
Rongbing Li
[2]
Xiaofei Wen
[3]
Guangming Chou
[4]
Jiasun Lu
[5]
Xuelei Wang
[6]
Yongchao Jin
journal
Diagnostic pathology
year
2014
abstract
BACKGROUND: Prostate cancer (PCa) is a biologically heterogeneous disease with considerable variation in clinical aggressiveness. In this study, bioinformatics was used to detect the patterns of gene expression alterations of PCa patients. METHODS: The gene expression profile GSE21034 and GSE21036 were downloaded from Gene Expression Omnibus (GEO) database. Significantly changed mRNA transcripts and microRNAs were identified between subtypes with favorable (cluster 2) and unfavorable (cluster 5) prognosis by two-side unequal variances t test. MicroRNAs and their potential target genes were identified by TargetScan and miRTarBase, respectively. Besides, the overlapped genes between the target genes of microRNAs and mRNA transcripts were assessed by Fisher' exact test (one side). The functional annotation was performed by DAVID, followed by construction of protein-protein interaction (PPI) network. RESULTS: Compared to cluster 2, 1556 up-regulated and 1288 down-regulated transcripts were identified in cluster 5. Total 28 microRNAs were up-regulated and 30 microRNAs were down-regulated in cluster 5. Besides, 12 microRNAs target transcripts were significantly overlapped with down-regulated transcripts in cluster 5 with none of them was found overlapped with up-regulated transcripts. Functional annotation showed that cell cycle was the most significant function. In the PPI network, BRCA1, CDK1, TK1 and TRAF2 were hub protein of signature genes in cluster 5, and TGFBR1, SMAD2 and SMAD4 were hub proteins of signature gnens in cluster 2. CONCLUSIONS: Our findings raise the possibility that genes related with cell cycle and dysregulated miRNA at diagnosis might have clinical utility in distinguishing low- from high-risk PCa patients. VIRTUAL SLIDES: The virtual slide(s) for this article can be found here: http://www.diagnosticpathology.diagnomx.eu/vs/13000_2014_156.
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Two-side unequal variances t test was used to identify the differentially expressed mRNA transcripts between cluster 2 and cluster 5.
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Normalized mRNA and microRNAs expression profile data (GSE21034 and GSE21036) were downloaded from Gene Expression Omnibus (GEO). MicroRNAs profiling data were available for 8 (classified as cluster 5) and 25 PCa patients (classified as cluster 2), while mRNA profiling data were available for 13 (classified as cluster 5) and 34 PCa patients (classified as cluster 2).
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sections[3] "Microarray datasets" paragraph 2
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Normalized mRNA and microRNAs expression profile data (GSE21034 and GSE21036) were downloaded from Gene Expression Omnibus (GEO).
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sections[3] "Microarray datasets" paragraph 2
quote
MicroRNAs profiling data were available for 8 (classified as cluster 5) and 25 PCa patients (classified as cluster 2), while mRNA profiling data were available for 13 (classified as cluster 5) and 34 PCa patients (classified as cluster 2).
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Normalized mRNA and microRNAs expression profile data (GSE21034 and GSE21036) were downloaded from Gene Expression Omnibus (GEO). MicroRNAs profiling data were available for 8 (classified as cluster 5) and 25 PCa patients (classified as cluster 2), while mRNA profiling data were available for 13 (classified as cluster 5) and 34 PCa patients (classified as cluster 2).
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GSM526496
[78]
GSM526497
[79]
GSM526498
[80]
GSM526499
[81]
GSM526500
[82]
GSM526501
[83]
GSM526502
[84]
GSM526503
[85]
GSM526504
[86]
GSM526505
[87]
GSM526506
[88]
GSM526507
[89]
GSM526508
[90]
GSM526509
[91]
GSM526510
[92]
GSM526511
[93]
GSM526512
[94]
GSM526513
[95]
GSM526514
[96]
GSM526515
[97]
GSM526516
[98]
GSM526517
[99]
GSM526518
[100]
GSM526519
[101]
GSM526520
[102]
GSM526521
[103]
GSM526522
[104]
GSM526523
[105]
GSM526524
[106]
GSM526525
[107]
GSM526526
[108]
GSM526527
[109]
GSM526528
[110]
GSM526529
[111]
GSM526530
[112]
GSM526531
[113]
GSM526532
[114]
GSM526533
[115]
GSM526534
[116]
GSM526535
[117]
GSM526536
[118]
GSM526537
[119]
GSM526538
[120]
GSM526539
[121]
GSM526540
[122]
GSM526541
[123]
GSM526542
[124]
GSM526543
[125]
GSM526544
[126]
GSM526545
[127]
GSM526546
[128]
GSM526547
[129]
GSM526548
[130]
GSM526549
[131]
GSM526550
[132]
GSM526551
[133]
GSM526552
[134]
GSM526553
[135]
GSM526554
[136]
GSM526555
[137]
GSM526556
[138]
GSM526557
[139]
GSM526558
[140]
GSM526559
[141]
GSM526560
sample_count
142
group_sizes
null
group_sizes_basis
null
platform
8227
taxon
Homo sapiens
title
MicroRNA expression data for human primary and metastatic prostate cancer samples and control normal adjacent benign prostate
resolution_checked_at
2026-11-01T15:39:54Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[3] object · 16 fields
id
asset:table:pmid:25257132:1
role
table
format
jats-table
media_type
application/vnd.jats.table+json
uri
null
sha256
sha256:c25d241ddcfc70897d71e6705bad85d26b956d4334c86b6e24fcc99e5b8f7980
bytes
2951
access
open
state
verified
reader
read_table
reader_status
available
identifier
section[9]/table-wrap[1]#Tab1
version
null
note
MicroRNAs that significantly changed in cluster 2 and 5
structure object · 5 fields
pmcid
PMC4215008
section_index
9
section_title
Identification of dysregulated microRNAs and their potential target gene
row_count
62
column_count
5
table object · 8 fields
label
Table 1
caption
MicroRNAs that significantly changed in cluster 2 and 5
rows array · 62 items
[0] array · 5 items
[0]
[1]
MicroRNAs
[2]
Fold-change
[3]
P-value
[4]
Chromosome region
[1] array · 5 items
[0]
Up-regulated
[1]
[2]
[3]
[4]
[2] array · 5 items
[0]
[1]
hsa-miR-151-3p
[2]
1.08
[3]
2.5 E-2
[4]
8
[3] array · 4 items
[0]
hsa-miR-1237
[1]
1.33
[2]
8.8 E-3
[3]
11
[4] array · 4 items
[0]
hsa-miR-548c-3p
[1]
1.63
[2]
2.6 E-2
[3]
12
[5] array · 4 items
[0]
hsa-miR-1228
[1]
1.14
[2]
1.8 E-2
[3]
12
[6] array · 4 items
[0]
hsa-miR-130b
[1]
1.13
[2]
9.2 E-3
[3]
22
[7] array · 4 items
[0]
hsa-miR-210
[1]
1.17
[2]
3.5 E-2
[3]
11p15.5
[8] array · 4 items
[0]
hsa-miR-141
[1]
1.07
[2]
1.18 E-2
[3]
12p13.31
[9] array · 4 items
[0]
hsa-miR-19b-1*
[1]
1.30
[2]
4.06 E-2
[3]
13q31.3
[10] array · 4 items
[0]
hsa-miR-627
[1]
1.23
[2]
2.65 E-2
[3]
15q15.1
[11] array · 4 items
[0]
hsa-miR-1225-3p
[1]
1.15
[2]
4.85 E-2
[3]
16p13.3
[12] array · 4 items
[0]
hsa-miR-33b
[1]
2.10
[2]
4.08 E-3
[3]
17p11.2
[13] array · 4 items
[0]
hsa-miR-423-3p
[1]
1.22
[2]
2.15 E-2
[3]
17q11.2
[14] array · 4 items
[0]
hsa-miR-423-5p
[1]
1.09
[2]
2.26 E-2
[3]
17q11.2
[15] array · 4 items
[0]
hsa-miR-636
[1]
1.21
[2]
1.38 E-2
[3]
17q25.1
[16] array · 4 items
[0]
hsa-let-7a*
[1]
1.50
[2]
9.55 E-3
[3]
22q13.31
[17] array · 4 items
[0]
hsa-miR-191*
[1]
1.33
[2]
3.78 E-4
[3]
3p21.31
[18] array · 4 items
[0]
hsa-miR-425*
[1]
1.26
[2]
6.50 E-3
[3]
3p21.31
[19] array · 4 items
[0]
hsa-miR-16-2*
[1]
1.18
[2]
3.39 E-2
[3]
3q25.33
[20] array · 4 items
[0]
hsa-miR-148a*
[1]
1.26
[2]
2.59 E-2
[3]
7p15.2
[21] array · 4 items
[0]
hsa-miR-93
[1]
1.08
[2]
2.32 E-2
[3]
7q22.1
[22] array · 4 items
[0]
hsa-miR-106b
[1]
1.06
[2]
4.87 E-2
[3]
7q22.1
[23] array · 4 items
[0]
hsa-miR-335*
[1]
1.39
[2]
3.20 E-2
[3]
7q32.2
[24] array · 4 items
[0]
hsa-miR-182
[1]
1.20
[2]
8.72 E-3
[3]
7q32.2
[25] array · 4 items
[0]
hsa-miR-30d*
[1]
1.27
[2]
2.81 E-2
[3]
8q24.22
[26] array · 4 items
[0]
hsa-miR-30d
[1]
1.07
[2]
1.99 E-2
[3]
8q24.22
[27] array · 4 items
[0]
hsa-miR-491-5p
[1]
1.45
[2]
2.64 E-2
[3]
9p21.3
[28] array · 4 items
[0]
hsa-miR-602
[1]
1.24
[2]
1.13 E-2
[3]
9q34.3
[29] array · 4 items
[0]
hsa-miR-542-5p
[1]
1.20
[2]
2.15 E-2
[3]
Xq26.3
[30] array · 5 items
[0]
Down-regulated
[1]
[2]
[3]
[4]
[31] array · 5 items
[0]
[1]
hsa-miR-130a
[2]
0.87
[3]
2.70 E-2
[4]
11q12.1
[32] array · 4 items
[0]
hsa-miR-100
[1]
0.85
[2]
2.40 E-2
[3]
11q24.1
[33] array · 4 items
[0]
hsa-miR-125b
[1]
0.90
[2]
3.80 E-2
[3]
11q24.1,21q21.1
[34] array · 4 items
[0]
hsa-miR-136*
[1]
0.85
[2]
2.90 E-2
[3]
14q32.2
[35] array · 4 items
[0]
hsa-miR-495
[1]
0.82
[2]
4.48 E-2
[3]
14q32.31
[36] array · 4 items
[0]
hsa-miR-132
[1]
0.88
[2]
1.03 E-2
[3]
17p13.3
[37] array · 4 items
[0]
hsa-miR-132*
[1]
0.89
[2]
1.70 E-2
[3]
17p13.3
[38] array · 4 items
[0]
hsa-miR-152
[1]
0.89
[2]
3.24 E-2
[3]
17q21.32
[39] array · 4 items
[0]
hsa-miR-338-3p
[1]
0.82
[2]
5.61 E-4
[3]
17q25.3
[40] array · 4 items
[0]
hsa-miR-133a
[1]
0.71
[2]
3.41 E-3
[3]
18q11.2,20q13.33
[41] array · 4 items
[0]
hsa-miR-30e*
[1]
0.89
[2]
3.59 E-2
[3]
1p34.2
[42] array · 4 items
[0]
hsa-miR-30c
[1]
0.90
[2]
2.41 E-2
[3]
1p34.2,6q13
[43] array · 4 items
[0]
hsa-miR-205
[1]
0.63
[2]
4.50 E-2
[3]
1q32.2
[44] array · 4 items
[0]
hsa-miR-499-5p
[1]
0.83
[2]
2.61 E-2
[3]
20q11.22
[45] array · 4 items
[0]
hsa-miR-1
[1]
0.69
[2]
3.76 E-3
[3]
20q13.33
[46] array · 4 items
[0]
hsa-miR-218
[1]
0.83
[2]
1.79 E-2
[3]
4p15.31,5q34
[47] array · 4 items
[0]
hsa-miR-145*
[1]
0.74
[2]
1.01 E-2
[3]
5q32
[48] array · 4 items
[0]
hsa-miR-143
[1]
0.78
[2]
1.64 E-2
[3]
5q32
[49] array · 4 items
[0]
hsa-miR-143*
[1]
0.80
[2]
1.24 E-2
[3]
5q32
[50] array · 4 items
[0]
hsa-miR-145
[1]
0.86
[2]
2.43 E-2
[3]
5q32
[51] array · 4 items
[0]
hsa-miR-378*
[1]
0.93
[2]
2.50 E-2
[3]
5q32
[52] array · 4 items
[0]
hsa-miR-133b
[1]
0.77
[2]
6.36 E-3
[3]
6p12.2
[53] array · 4 items
[0]
hsa-miR-204
[1]
0.72
[2]
1.79 E-2
[3]
9q21.12
[54] array · 4 items
[0]
hsa-miR-24-1*
[1]
0.79
[2]
7.48 E-3
[3]
9q22.32
[55] array · 4 items
[0]
hsa-miR-27b
[1]
0.88
[2]
1.29 E-2
[3]
9q22.32
[56] array · 4 items
[0]
hsa-miR-23b
[1]
0.88
[2]
2.56 E-2
[3]
9q22.32
[57] array · 4 items
[0]
hsa-miR-455-5p
[1]
0.76
[2]
5.74 E-3
[3]
9q32
[58] array · 4 items
[0]
hsa-miR-455-3p
[1]
0.80
[2]
2.85 E-2
[3]
9q32
[59] array · 4 items
[0]
hsa-miR-221*
[1]
0.67
[2]
670 E-4
[3]
Xp11.3
[60] array · 4 items
[0]
hsa-miR-221
[1]
0.80
[2]
4.19 E-3
[3]
Xp11.3
[61] array · 4 items
[0]
hsa-miR-223
[1]
0.90
[2]
2.59 E-2
[3]
Xq12
locator
section[9]/table-wrap[1]#Tab1
[4] object · 16 fields
id
asset:table:pmid:25257132:2
role
table
format
jats-table
media_type
application/vnd.jats.table+json
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null
sha256
sha256:90939b2cda72ae13b3f83064dcbb7d93977d1c59f0ffe9cbfa3da100806aa333
bytes
867
access
open
state
verified
reader
read_table
reader_status
available
identifier
section[9]/table-wrap[2]#Tab2
version
null
note
TargetScan target transcripts of microRNAs that up-regulated in cluster 5 significantly overlapped with mRNA transcripts that down-regulated in cluster 5 compared to cluster 2
structure object · 5 fields
pmcid
PMC4215008
section_index
9
section_title
Identification of dysregulated microRNAs and their potential target gene
row_count
13
column_count
4
table object · 8 fields
label
Table 2
caption
TargetScan target transcripts of microRNAs that up-regulated in cluster 5 significantly overlapped with mRNA transcripts that down-regulated in cluster 5 compared to cluster 2
rows array · 13 items
[0] array · 4 items
[0]
[1]
Number of targets
[2]
Number of overlapped targets
[3]
p-value
[1] array · 4 items
[0]
hsa-miR-548c-3p
[1]
2611
[2]
288
[3]
3.62E-38
[2] array · 4 items
[0]
hsa-miR-30d
[1]
1773
[2]
195
[3]
4.37E-25
[3] array · 4 items
[0]
hsa-miR-130b
[1]
1205
[2]
151
[3]
5.33E-25
[4] array · 4 items
[0]
hsa-miR-93
[1]
1583
[2]
153
[3]
1.18E-14
[5] array · 4 items
[0]
hsa-miR-106b
[1]
1583
[2]
153
[3]
1.18E-14
[6] array · 4 items
[0]
hsa-miR-33b
[1]
544
[2]
69
[3]
3.44E-12
[7] array · 4 items
[0]
hsa-miR-141
[1]
996
[2]
102
[3]
1.66E-11
[8] array · 4 items
[0]
hsa-miR-636
[1]
874
[2]
92
[3]
3.97E-11
[9] array · 4 items
[0]
hsa-miR-182
[1]
1494
[2]
131
[3]
8.35E-10
[10] array · 4 items
[0]
hsa-miR-1228
[1]
274
[2]
34
[3]
1.74E-06
[11] array · 4 items
[0]
hsa-miR-602
[1]
33
[2]
7
[3]
1.19 E-3
[12] array · 4 items
[0]
hsa-miR-151-3p
[1]
145
[2]
16
[3]
3.12 E-3
locator
section[9]/table-wrap[2]#Tab2
gaps array · 4 items
[0]
asset:data:geo:GSE21034 not downloaded
[1]
asset:data:geo:GSE21034 licence not read
[2]
asset:data:geo:GSE21036 not downloaded
[3]
asset:data:geo:GSE21036 licence not read
analysis object · 4 fields
state
partial
methods array · 2 items
[0] object · 10 fields
id
method-1
family
network_analysis
specific
ppi_network
label
Network / pathway analysis
dsl_operations array · 3 items
[0]
build_graph
[1]
centrality_scores
[2]
pathway_enrich
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[0]
edge_list
evidence object · 3 fields
score
0.7
band
medium
quote
protein-protein interaction
[1] object · 10 fields
id
method-2
family
null
specific
null
label
Two-side unequal variances t test
dsl_operations array · 0 items
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 0 items
evidence object · 3 fields
score
1
band
verbatim
quote
Two-side unequal variances t test was used to identify the differentially expressed mRNA transcripts between cluster 2 and cluster 5.
targets array · 0 items
gaps array · 1 item
[0]
method.reader_named_unmapped
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]
build_graph
[1]
centrality_scores
[2]
pathway_enrich
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: ppi_network.
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 · 2 items
[0]
GSE21034
[1]
GSE21036
resolved_accessions array · 2 items
[0]
GSE21034
[1]
GSE21036
statements array · 1 item
[0]
Normalized mRNA and microRNAs expression profile data (GSE21034 and GSE21036) were downloaded from Gene Expression Omnibus (GEO). MicroRNAs profiling data were available for 8 (classified as cluster 5) and 25 PCa patients (classified as cluster 2), while mRNA profiling data were available for 13 (classified as cluster 5) and 34 PCa patients (classified as cluster 2).
basis
The paper names GSE21034, GSE21036 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]
build_graph
[1]
centrality_scores
[2]
pathway_enrich
assets array · 4 items
[0]
source:pmid:25257132
[1]
data:geo:GSE21034
[2]
asset:table:pmid:25257132:1
[3]
asset:table:pmid:25257132:2
steps array · 1 item
[0]
run_analysis
must_build object · 5 fields
dsl_operations array · 0 items
converters array · 0 items
readers array · 0 items
capabilities array · 0 items
data_gaps array · 1 item
[0]
data:geo:GSE21034
gaps array · 0 items
review object · 5 fields
state
partial
machine_critique object · 5 fields
kind
extraction_review
reader object · 5 fields
model
MiniMax-M3.1-Flash
provider
minimax
provider_family
minimax
read_at
2026-10-31T18:04:32Z
independence
same_provider
evidence_check object · 2 fields
method
verbatim
availability
null
calls
3
usage object · 3 fields
prompt_tokens
17068
completion_tokens
1124
cached_tokens
16950
stages array · 1 item
[0] object · 4 fields
id
extraction
state
complete
reader
MiniMax-M3.1-Flash
provider
minimax
gaps array · 3 items
[0]
review.independent_reader
[1]
review.machine_critique
[2]
review.human_critique
execution object · 5 fields
state
absent
status
not_run
mode
null
runs array · 0 items
gaps array · 1 item
[0]
execution.not_run
provenance object · 7 fields
entities array · 3 items
[0] object · 3 fields
id
pmid:25257132
type
paper
label
pmid:25257132
[1] object · 3 fields
id
source:pmid:25257132
type
manuscript
label
PMID 25257132 full text
[2] object · 3 fields
id
data:geo:GSE21034
type
dataset
label
GEO GSE21034
activities array · 3 items
[0] object · 4 fields
id
activity-reading-sci-2026-11-01
type
classification
used array · 3 items
[0] object · 3 fields
id
pmid:25257132
type
paper
label
pmid:25257132
[1] object · 3 fields
id
source:pmid:25257132
type
manuscript
label
PMID 25257132 full text
[2] object · 3 fields
id
data:geo:GSE21034
type
dataset
label
GEO GSE21034
agent
agent:corpus-assay-engine
[1] object · 4 fields
id
activity-read-25257132
type
extraction
used array · 1 item
[0]
source:pmid:25257132
agent
agent:minimax-reader
[2] object · 4 fields
id
activity-resolve-GSE21034
type
accession_resolution
used array · 1 item
[0]
data:geo:GSE21034
agent
agent:corpus-assay-engine
agents array · 2 items
[0] object · 3 fields
id
agent:corpus-assay-engine
type
software
label
Corpus assay engine
[1] object · 3 fields
id
agent:minimax-reader
type
software
label
MiniMax literature reader
source_run_id
reading-sci-2026-11-01
dsl_catalogue_fingerprint
343fb30756ba6ec3
capability_table_fingerprint
2cb3e42f047d2ecf
snapshot_id
ba34b49490d9bfaf
lineage object · 4 fields
parent_id
pmid:25257132
parent_hash
sha256:6cc929ad982364e50e59e9361934f7b2c698d8afe8eb54ba95b52d0bb9ff388b
fork_of
null
gaps array · 9 items
[0]
asset:data:geo:GSE21034 licence not read
[1]
asset:data:geo:GSE21034 not downloaded
[2]
asset:data:geo:GSE21036 licence not read
[3]
asset:data:geo:GSE21036 not downloaded
[4]
execution.not_run
[5]
method.reader_named_unmapped
[6]
review.human_critique
[7]
review.independent_reader
[8]
review.machine_critique
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Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:25257132", "kind": "science-record", "revision": 6, "content_hash": "sha256:23767a41d73b5ac1e97b0e40b7898dec36d203bb3c66657a418b57033166ae8b", "created_at": "2026-11-01T15:40:06Z", "updated_at": "2026-11-01T21:58:22Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Dysregulation of cell cycle related genes and microRNAs distinguish the low- from high-risk of prostate cancer.", "doi": "10.1186/s13000-014-0156-1", "pmid": "25257132", "authors": ["Jiling Wen", "Rongbing Li", "Xiaofei Wen", "Guangming Chou", "Jiasun Lu", "Xuelei Wang", "Yongchao Jin"], "journal": "Diagnostic pathology", "year": 2014, "abstract": "BACKGROUND: Prostate cancer (PCa) is a biologically heterogeneous disease with considerable variation in clinical aggressiveness. In this study, bioinformatics was used to detect the patterns of gene expression alterations of PCa patients.\nMETHODS: The gene expression profile GSE21034 and GSE21036 were downloaded from Gene Expression Omnibus (GEO) database. Significantly changed mRNA transcripts and microRNAs were identified between subtypes with favorable (cluster 2) and unfavorable (cluster 5) prognosis by two-side unequal variances t test. MicroRNAs and their potential target genes were identified by TargetScan and miRTarBase, respectively. Besides, the overlapped genes between the target genes of microRNAs and mRNA transcripts were assessed by Fisher' exact test (one side). The functional annotation was performed by DAVID, followed by construction of protein-protein interaction (PPI) network.\nRESULTS: Compared to cluster 2, 1556 up-regulated and 1288 down-regulated transcripts were identified in cluster 5. Total 28 microRNAs were up-regulated and 30 microRNAs were down-regulated in cluster 5. Besides, 12 microRNAs target transcripts were significantly overlapped with down-regulated transcripts in cluster 5 with none of them was found overlapped with up-regulated transcripts. Functional annotation showed that cell cycle was the most significant function. In the PPI network, BRCA1, CDK1, TK1 and TRAF2 were hub protein of signature genes in cluster 5, and TGFBR1, SMAD2 and SMAD4 were hub proteins of signature gnens in cluster 2.\nCONCLUSIONS: Our findings raise the possibility that genes related with cell cycle and dysregulated miRNA at diagnosis might have clinical utility in distinguishing low- from high-risk PCa patients.\nVIRTUAL SLIDES: The virtual slide(s) for this article can be found here: http://www.diagnosticpathology.diagnomx.eu/vs/13000_2014_156.", "claims": [{"id": "claim-method", "statement": "Two-side unequal variances t test was used to identify the differentially expressed mRNA transcripts between cluster 2 and cluster 5.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:25257132", "locator": "sections[4] \"Identification of differentially expressed mRNA transcripts and microRNAs\" paragraph 2", "quote": "Two-side unequal variances t test was used to identify the differentially expressed mRNA transcripts between cluster 2 and cluster 5."}], "state": "complete"}, {"id": "claim-data-access", "statement": "Normalized mRNA and microRNAs expression profile data (GSE21034 and GSE21036) were downloaded from Gene Expression Omnibus (GEO). MicroRNAs profiling data were available for 8 (classified as cluster 5) and 25 PCa patients (classified as cluster 2), while mRNA profiling data were available for 13 (classified as cluster 5) and 34 PCa patients (classified as cluster 2).", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:25257132", "locator": "sections[3] \"Microarray datasets\" paragraph 2", "quote": "Normalized mRNA and microRNAs expression profile data (GSE21034 and GSE21036) were downloaded from Gene Expression Omnibus (GEO)."}, {"asset": "source:pmid:25257132", "locator": "sections[3] \"Microarray datasets\" paragraph 2", "quote": "MicroRNAs profiling data were available for 8 (classified as cluster 5) and 25 PCa patients (classified as cluster 2), while mRNA profiling data were available for 13 (classified as cluster 5) and 34 PCa patients (classified as cluster 2)."}], "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:25257132"], "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:GSE21034"], "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:GSE21034"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:25257132", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1186/s13000-014-0156-1", "sha256": "sha256:2377325675e804d79c8bde55735409ebf397a2cc12214863a4229f1b5550b18e", "bytes": 19280, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.1186/s13000-014-0156-1", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC4215008", "source": "europe_pmc_fulltext", "coverage": "whole_body_without_references", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:GSE21034", "role": "raw", "format": "geo-series", "media_type": "application/vnd.ncbi.geo-series+json", "uri": "https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE21034", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE21034", "version": null, "note": "Normalized mRNA and microRNAs expression profile data (GSE21034 and GSE21036) were downloaded from Gene Expression Omnibus (GEO). MicroRNAs profiling data were available for 8 (classified as cluster 5) and 25 PCa patients (classified as cluster 2), while mRNA profiling data were available for 13 (classified as cluster 5) and 34 PCa patients (classified as cluster 2).", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "Normalized mRNA and microRNAs expression profile data (GSE21034 and GSE21036) were downloaded from Gene Expression Omnibus (GEO). 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"MicroRNAs that significantly changed in cluster 2 and 5", "structure": {"pmcid": "PMC4215008", "section_index": 9, "section_title": "Identification of dysregulated microRNAs and their potential target gene", "row_count": 62, "column_count": 5}, "table": {"label": "Table 1", "caption": "MicroRNAs that significantly changed in cluster 2 and 5", "rows": [["", "MicroRNAs", "Fold-change", "P-value", "Chromosome region"], ["Up-regulated", "", "", "", ""], ["", "hsa-miR-151-3p", "1.08", "2.5 E-2", "8"], ["hsa-miR-1237", "1.33", "8.8 E-3", "11"], ["hsa-miR-548c-3p", "1.63", "2.6 E-2", "12"], ["hsa-miR-1228", "1.14", "1.8 E-2", "12"], ["hsa-miR-130b", "1.13", "9.2 E-3", "22"], ["hsa-miR-210", "1.17", "3.5 E-2", "11p15.5"], ["hsa-miR-141", "1.07", "1.18 E-2", "12p13.31"], ["hsa-miR-19b-1*", "1.30", "4.06 E-2", "13q31.3"], ["hsa-miR-627", "1.23", "2.65 E-2", "15q15.1"], ["hsa-miR-1225-3p", "1.15", "4.85 E-2", "16p13.3"], ["hsa-miR-33b", "2.10", "4.08 E-3", "17p11.2"], ["hsa-miR-423-3p", "1.22", 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"data_shapes": [], "evidence": {"score": 1.0, "band": "verbatim", "quote": "Two-side unequal variances t test was used to identify the differentially expressed mRNA transcripts between cluster 2 and cluster 5."}}], "targets": [], "gaps": ["method.reader_named_unmapped"]}, "capability": {"state": "complete", "requirements": [{"capability_id": "capability:computational_analysis", "label": "Computational analysis platform", "assay_families": ["meta_analysis", "machine_learning", "survival_analysis", "statistical_regression", "pca", "molecular_docking", "network_analysis", "differential_expression", "gwas"], "availability_state": "owned", "tier_unlocked": "R1", "candidate": "Automated Assays Laravel application and simulated adapters"}], "gaps": []}, "readiness": {"state": "complete", "tier": "R1", "blocking_axis": "none", "blocked_on": "nothing:replicable_now", "axes": {"method": {"tier": "R1", "expressible": true, "required_operations": ["build_graph", "centrality_scores", 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The physical bench the paper used is not, so a physical validation cannot be run here."}, "data": {"tier": "R1", "reachable": true, "accessions": ["GSE21034", "GSE21036"], "resolved_accessions": ["GSE21034", "GSE21036"], "statements": ["Normalized mRNA and microRNAs expression profile data (GSE21034 and GSE21036) were downloaded from Gene Expression Omnibus (GEO). MicroRNAs profiling data were available for 8 (classified as cluster 5) and 25 PCa patients (classified as cluster 2), while mRNA profiling data were available for 13 (classified as cluster 5) and 34 PCa patients (classified as cluster 2)."], "basis": "The paper names GSE21034, GSE21036 in Gene Expression Omnibus (GEO) and the accession resolves in the repository. 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