Corpus Engine Towards a reproducible .science file.
← All .science files

pmid:34743685

MiR-16-5p suppresses breast cancer proliferation by targeting ANLN.

Ziming Wang · Siyuan Hu · Xinyang Li · Zhiwei Liu · Danyang Han · Yukun Wang · Limin Wei · Guangping Zhang · Xinshuai Wang

BMC cancer · 2021 doi:10.1186/s12885-021-08914-1

Paper

complete

Experiment

complete

Data

partial

Analysis

complete

Execution

absent

Execution evidence has not yet been added to this .science file. Explore its methods, data and open questions to plan the next step.
Record details sci_version · id · kind · revision · content_hash · schema · created_at · updated_at · generator
id
pmid:34743685
kind
science-record
content_hash
sha256:bf2c6fd2823431ddd5a5a7afd69fba46d79f37ae0b94607956234b50f88fb58e
schema
https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json
created_at
2026-11-01T17:36:25Z
updated_at
2026-11-01T22:47:49Z
generator object · 2 fields
name
corpus-assay-engine
run_id
reading-sci-2026-11-01
paper object · 10 fields
state
complete
title
MiR-16-5p suppresses breast cancer proliferation by targeting ANLN.
doi
10.1186/s12885-021-08914-1
pmid
34743685
authors array · 9 items
[0]
Ziming Wang
[1]
Siyuan Hu
[2]
Xinyang Li
[3]
Zhiwei Liu
[4]
Danyang Han
[5]
Yukun Wang
[6]
Limin Wei
[7]
Guangping Zhang
[8]
Xinshuai Wang
journal
BMC cancer
year
2021
abstract
BACKGROUND: In recent years, gene expression-based analysis has been used for disease biomarker discovery, providing ways for better diagnosis, leading to improvement of clinical treatment efficacy. This study aimed to explore the role of miR-16-5p and ANLN in breast cancer (BC). METHODS: Cohort datasets of BC were obtained from the Gene Expression Omnibus (GEO) and the Cancer Genome Atlas (TCGA) and analyzed by bioinformatics tools. qRT-PCR and western blotting were applied to validate ANLN and its protein expression. A dual-luciferase reporter assay was used to prove the regulatory relationship of miR-16-5p and ANLN. Finally, MTT, wound healing, Transwell invasion and flow cytometry analyses of the cell cycle and apoptosis were performed to assess cell proliferation, migration, invasion, cell cycle and apoptosis, respectively. RESULTS: A total of 195 differentially expressed genes (DEGs) and 50 overlapping microRNAs (miRNAs) were identified. Among these DEGs and miRNAs, ANLN, associated with poor overall survival in BC, overlapped in the GSE29431, GSE42568, TCGA and GEPIA2 databases. Moreover, ANLN was highly expressed, while miR-16-5p was lower in BC cells than in breast epithelial cells. Then, we confirmed that ANLN was directly targeted by miR-16-5p in BC cells. Over-expression of miR-16-5p and knock-down of ANLN remarkably inhibited cell proliferation and migration as well as cell invasion, arrested the cells in G2/M phase and induced apoptosis in BC cells. CONCLUSIONS: These findings suggest that miR-16-5p restrains proliferation, migration and invasion while affecting cell cycle and promotes apoptosis by regulating ANLN, thereby providing novel candidate biomarkers for the diagnosis and treatment of BC.
claims array · 3 items
[0] object · 6 fields
id
claim-method
statement
Through applying limma package, FDR < 0.05 and |logFC| > 1.5 [24, 25] were set as the screening threshold values to identify differentially expressed genes (DEGs) from GSE86374.
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:34743685
locator
sections[3] "Data sources and processing and identification of DEGs" paragraph 2
quote
Through applying limma package, FDR < 0.05 and |logFC| > 1.5 [24, 25] were set as the screening threshold values to identify differentially expressed genes (DEGs) from GSE86374.
state
complete
[1] object · 6 fields
id
claim-data-access
statement
The datasets of BC in this study were downloaded from the GEO and UCSC Xena (https://www.ncbi.nlm.nih.gov/geo/; https://xenabrowser.net/datapages/) databases.
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:34743685
locator
sections[34] "notes" paragraph 1
quote
The datasets of BC in this study were downloaded from the GEO and UCSC Xena (https://www.ncbi.nlm.nih.gov/geo/; https://xenabrowser.net/datapages/) databases.
state
complete
[2] object · 6 fields
id
claim-target-result
statement
These findings suggest that miR-16-5p restrains proliferation, migration and invasion while affecting cell cycle and promotes apoptosis by regulating ANLN, thereby providing novel candidate biomarkers for the diagnosis and treatment of BC.
kind
qualitative
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:34743685
locator
sections[0] "Abstract" paragraph 4
quote
These findings suggest that miR-16-5p restrains proliferation, migration and invasion while affecting cell cycle and promotes apoptosis by regulating ANLN, thereby providing novel candidate biomarkers for the diagnosis and treatment of BC.
state
complete
gaps array · 0 items
experiment object · 8 fields
state
complete
objective
These findings suggest that miR-16-5p restrains proliferation, migration and invasion while affecting cell cycle and promotes apoptosis by regulating ANLN, thereby providing novel candidate biomarkers for the diagnosis and treatment of BC.
steps array · 3 items
[0] object · 13 fields
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.
parameters object · 0 fields
inputs array · 1 item
[0]
source:pmid:34743685
outputs array · 1 item
[0]
the published estimate and its evidence
instruments array · 0 items
reagents array · 0 items
[1] object · 13 fields
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.
parameters object · 0 fields
inputs array · 1 item
[0]
data:geo:GSE29431
outputs array · 1 item
[0]
the source data with its repository provenance
instruments array · 0 items
reagents array · 0 items
[2] object · 13 fields
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.
parameters object · 0 fields
inputs array · 1 item
[0]
data:geo:GSE29431
outputs array · 1 item
[0]
the replicated result and its comparison
instruments array · 0 items
reagents array · 0 items
materials array · 0 items
instruments array · 0 items
reagents array · 0 items
conditions object · 0 fields
gaps array · 0 items
data object · 3 fields
state
partial
assets array · 4 items
[0] object · 15 fields
id
source:pmid:34743685
role
manuscript
format
xml
media_type
application/xml
uri
https://doi.org/10.1186/s12885-021-08914-1
sha256
sha256:e3d038503913d733ee535eab8bec2b076c98808a465d069c9f2793ffe743db27
bytes
34684
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
10.1186/s12885-021-08914-1
version
null
note
Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.
structure object · 4 fields
pmcid
PMC8574041
source
europe_pmc_fulltext
coverage
whole_body_without_references
text_hash_scope
rendered_section_body
[1] object · 15 fields
id
data:geo:GSE29431
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=GSE29431
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE29431
version
null
note
The datasets of BC in this study were downloaded from the GEO and UCSC Xena (https://www.ncbi.nlm.nih.gov/geo/; https://xenabrowser.net/datapages/) databases.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The datasets of BC in this study were downloaded from the GEO and UCSC Xena (https://www.ncbi.nlm.nih.gov/geo/; https://xenabrowser.net/datapages/) databases.
access_statement_kind
data_availability_statement
sample_accessions array · 66 items
[0]
GSM728611
[1]
GSM728612
[2]
GSM728613
[3]
GSM728614
[4]
GSM728615
[5]
GSM728616
[6]
GSM728617
[7]
GSM728618
[8]
GSM728619
[9]
GSM728620
[10]
GSM728621
[11]
GSM728622
[12]
GSM728623
[13]
GSM728624
[14]
GSM728625
[15]
GSM728626
[16]
GSM728627
[17]
GSM728628
[18]
GSM728629
[19]
GSM728630
[20]
GSM728631
[21]
GSM728632
[22]
GSM728633
[23]
GSM728634
[24]
GSM728635
[25]
GSM728636
[26]
GSM728637
[27]
GSM728638
[28]
GSM728639
[29]
GSM728640
[30]
GSM728641
[31]
GSM728642
[32]
GSM728643
[33]
GSM728644
[34]
GSM728645
[35]
GSM728646
[36]
GSM728647
[37]
GSM728648
[38]
GSM728649
[39]
GSM728650
[40]
GSM728651
[41]
GSM728652
[42]
GSM728653
[43]
GSM728654
[44]
GSM728655
[45]
GSM728656
[46]
GSM728657
[47]
GSM728658
[48]
GSM728659
[49]
GSM728660
[50]
GSM728661
[51]
GSM728662
[52]
GSM728663
[53]
GSM728664
[54]
GSM728665
[55]
GSM728666
[56]
GSM728667
[57]
GSM728668
[58]
GSM728669
[59]
GSM728670
[60]
GSM728671
[61]
GSM728672
[62]
GSM728673
[63]
GSM728674
[64]
GSM728675
[65]
GSM728676
sample_count
66
group_sizes
null
group_sizes_basis
null
platform
570
taxon
Homo sapiens
title
Identifying breast cancer biomarkers
resolution_checked_at
2026-11-01T15:39:54Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[2] object · 15 fields
id
data:geo:GSE42568
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=GSE42568
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE42568
version
null
note
The datasets of BC in this study were downloaded from the GEO and UCSC Xena (https://www.ncbi.nlm.nih.gov/geo/; https://xenabrowser.net/datapages/) databases.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The datasets of BC in this study were downloaded from the GEO and UCSC Xena (https://www.ncbi.nlm.nih.gov/geo/; https://xenabrowser.net/datapages/) databases.
access_statement_kind
data_availability_statement
sample_accessions array · 121 items
[0]
GSM1045191
[1]
GSM1045192
[2]
GSM1045193
[3]
GSM1045194
[4]
GSM1045195
[5]
GSM1045196
[6]
GSM1045197
[7]
GSM1045198
[8]
GSM1045199
[9]
GSM1045200
[10]
GSM1045201
[11]
GSM1045202
[12]
GSM1045203
[13]
GSM1045204
[14]
GSM1045205
[15]
GSM1045206
[16]
GSM1045207
[17]
GSM1045208
[18]
GSM1045209
[19]
GSM1045210
[20]
GSM1045211
[21]
GSM1045212
[22]
GSM1045213
[23]
GSM1045214
[24]
GSM1045215
[25]
GSM1045216
[26]
GSM1045217
[27]
GSM1045218
[28]
GSM1045219
[29]
GSM1045220
[30]
GSM1045221
[31]
GSM1045222
[32]
GSM1045223
[33]
GSM1045224
[34]
GSM1045225
[35]
GSM1045226
[36]
GSM1045227
[37]
GSM1045228
[38]
GSM1045229
[39]
GSM1045230
[40]
GSM1045231
[41]
GSM1045232
[42]
GSM1045233
[43]
GSM1045234
[44]
GSM1045235
[45]
GSM1045236
[46]
GSM1045237
[47]
GSM1045238
[48]
GSM1045239
[49]
GSM1045240
[50]
GSM1045241
[51]
GSM1045242
[52]
GSM1045243
[53]
GSM1045244
[54]
GSM1045245
[55]
GSM1045246
[56]
GSM1045247
[57]
GSM1045248
[58]
GSM1045249
[59]
GSM1045250
[60]
GSM1045251
[61]
GSM1045252
[62]
GSM1045253
[63]
GSM1045254
[64]
GSM1045255
[65]
GSM1045256
[66]
GSM1045257
[67]
GSM1045258
[68]
GSM1045259
[69]
GSM1045260
[70]
GSM1045261
[71]
GSM1045262
[72]
GSM1045263
[73]
GSM1045264
[74]
GSM1045265
[75]
GSM1045266
[76]
GSM1045267
[77]
GSM1045268
[78]
GSM1045269
[79]
GSM1045270
[80]
GSM1045271
[81]
GSM1045272
[82]
GSM1045273
[83]
GSM1045274
[84]
GSM1045275
[85]
GSM1045276
[86]
GSM1045277
[87]
GSM1045278
[88]
GSM1045279
[89]
GSM1045280
[90]
GSM1045281
[91]
GSM1045282
[92]
GSM1045283
[93]
GSM1045284
[94]
GSM1045285
[95]
GSM1045286
[96]
GSM1045287
[97]
GSM1045288
[98]
GSM1045289
[99]
GSM1045290
[100]
GSM1045291
[101]
GSM1045292
[102]
GSM1045293
[103]
GSM1045294
[104]
GSM1045295
[105]
GSM1045296
[106]
GSM1045297
[107]
GSM1045298
[108]
GSM1045299
[109]
GSM1045300
[110]
GSM1045301
[111]
GSM1045302
[112]
GSM1045303
[113]
GSM1045304
[114]
GSM1045305
[115]
GSM1045306
[116]
GSM1045307
[117]
GSM1045308
[118]
GSM1045309
[119]
GSM1045310
[120]
GSM1045311
sample_count
121
group_sizes
null
group_sizes_basis
null
platform
570
taxon
Homo sapiens
title
Breast Cancer Gene Expression Analysis
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 · 15 fields
id
data:geo:GSE86374
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=GSE86374
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE86374
version
null
note
The datasets of BC in this study were downloaded from the GEO and UCSC Xena (https://www.ncbi.nlm.nih.gov/geo/; https://xenabrowser.net/datapages/) databases.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The datasets of BC in this study were downloaded from the GEO and UCSC Xena (https://www.ncbi.nlm.nih.gov/geo/; https://xenabrowser.net/datapages/) databases.
access_statement_kind
data_availability_statement
sample_accessions array · 159 items
[0]
GSM2301021
[1]
GSM2301022
[2]
GSM2301023
[3]
GSM2301024
[4]
GSM2301025
[5]
GSM2301026
[6]
GSM2301027
[7]
GSM2301028
[8]
GSM2301029
[9]
GSM2301030
[10]
GSM2301031
[11]
GSM2301032
[12]
GSM2301033
[13]
GSM2301034
[14]
GSM2301035
[15]
GSM2301036
[16]
GSM2301037
[17]
GSM2301038
[18]
GSM2301039
[19]
GSM2301040
[20]
GSM2301041
[21]
GSM2301042
[22]
GSM2301043
[23]
GSM2301044
[24]
GSM2301045
[25]
GSM2301046
[26]
GSM2301047
[27]
GSM2301048
[28]
GSM2301049
[29]
GSM2301050
[30]
GSM2301051
[31]
GSM2301052
[32]
GSM2301053
[33]
GSM2301054
[34]
GSM2301055
[35]
GSM2301056
[36]
GSM2301057
[37]
GSM2301058
[38]
GSM2301059
[39]
GSM2301060
[40]
GSM2301061
[41]
GSM2301062
[42]
GSM2301063
[43]
GSM2301064
[44]
GSM2301065
[45]
GSM2301066
[46]
GSM2301067
[47]
GSM2301068
[48]
GSM2301069
[49]
GSM2301070
[50]
GSM2301071
[51]
GSM2301072
[52]
GSM2301073
[53]
GSM2301074
[54]
GSM2301075
[55]
GSM2301076
[56]
GSM2301077
[57]
GSM2301078
[58]
GSM2301079
[59]
GSM2301080
[60]
GSM2301081
[61]
GSM2301082
[62]
GSM2301083
[63]
GSM2301084
[64]
GSM2301085
[65]
GSM2301086
[66]
GSM2301087
[67]
GSM2301088
[68]
GSM2301089
[69]
GSM2301090
[70]
GSM2301091
[71]
GSM2301092
[72]
GSM2301093
[73]
GSM2301094
[74]
GSM2301095
[75]
GSM2301096
[76]
GSM2301097
[77]
GSM2301098
[78]
GSM2301099
[79]
GSM2301100
[80]
GSM2301101
[81]
GSM2301102
[82]
GSM2301103
[83]
GSM2301104
[84]
GSM2301105
[85]
GSM2301106
[86]
GSM2301107
[87]
GSM2301108
[88]
GSM2301109
[89]
GSM2301110
[90]
GSM2301111
[91]
GSM2301112
[92]
GSM2301113
[93]
GSM2301114
[94]
GSM2301115
[95]
GSM2301116
[96]
GSM2301117
[97]
GSM2301118
[98]
GSM2301119
[99]
GSM2301120
[100]
GSM2301121
[101]
GSM2301122
[102]
GSM2301123
[103]
GSM2301124
[104]
GSM2301125
[105]
GSM2301126
[106]
GSM2301127
[107]
GSM2301128
[108]
GSM2301129
[109]
GSM2301130
[110]
GSM2301131
[111]
GSM2301132
[112]
GSM2301133
[113]
GSM2301134
[114]
GSM2301135
[115]
GSM2301136
[116]
GSM2301137
[117]
GSM2301138
[118]
GSM2301139
[119]
GSM2301140
[120]
GSM2301141
[121]
GSM2301142
[122]
GSM2301143
[123]
GSM2301144
[124]
GSM2301145
[125]
GSM2301146
[126]
GSM2301147
[127]
GSM2301148
[128]
GSM2301149
[129]
GSM2301150
[130]
GSM2301151
[131]
GSM2301152
[132]
GSM2301153
[133]
GSM2301154
[134]
GSM2301155
[135]
GSM2301156
[136]
GSM2301157
[137]
GSM2301158
[138]
GSM2301159
[139]
GSM2301160
[140]
GSM2301161
[141]
GSM2301162
[142]
GSM2301163
[143]
GSM2301164
[144]
GSM2301165
[145]
GSM2301166
[146]
GSM2301167
[147]
GSM2301168
[148]
GSM2301169
[149]
GSM2301170
[150]
GSM2301171
[151]
GSM2301172
[152]
GSM2301173
[153]
GSM2301174
[154]
GSM2301175
[155]
GSM2301176
[156]
GSM2301177
[157]
GSM2301178
[158]
GSM2301179
sample_count
159
group_sizes
null
group_sizes_basis
null
platform
6244
taxon
Homo sapiens
title
Analysis of somatic DNA copy number alterations and frequency of breast cancer intrinsic subtypes from Mexican women [gene expression]
resolution_checked_at
2026-11-01T15:39:55Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
gaps array · 6 items
[0]
asset:data:geo:GSE29431 not downloaded
[1]
asset:data:geo:GSE29431 licence not read
[2]
asset:data:geo:GSE42568 not downloaded
[3]
asset:data:geo:GSE42568 licence not read
[4]
asset:data:geo:GSE86374 not downloaded
[5]
asset:data:geo:GSE86374 licence not read
analysis object · 4 fields
state
complete
methods array · 1 item
[0] object · 10 fields
id
method-1
family
differential_expression
specific
limma_voom
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
Through applying limma package, FDR < 0.05 and |logFC| > 1.5 [24, 25] were set as the screening threshold values to identify differentially expressed genes (DEGs) from GSE86374.
targets array · 0 items
gaps array · 0 items
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: limma_voom.
capability object · 4 fields
tier
R1
capability_id
capability:computational_analysis
availability_state
owned
basis
The computational analysis is owned. The physical bench the paper used is not, so a physical validation cannot be run here.
data object · 6 fields
tier
R1
reachable
true
accessions array · 3 items
[0]
GSE86374
[1]
GSE29431
[2]
GSE42568
resolved_accessions array · 3 items
[0]
GSE86374
[1]
GSE29431
[2]
GSE42568
statements array · 1 item
[0]
The datasets of BC in this study were downloaded from the GEO and UCSC Xena (https://www.ncbi.nlm.nih.gov/geo/; https://xenabrowser.net/datapages/) databases.
basis
The paper names GSE86374, GSE29431, GSE42568 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 · 2 items
[0]
source:pmid:34743685
[1]
data:geo:GSE29431
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:GSE29431
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
2026-11-01T17:06:18Z
independence
single_reader
evidence_check object · 2 fields
method
verbatim
availability
verbatim
calls
5
usage object · 3 fields
prompt_tokens
10868
completion_tokens
2531
cached_tokens
264
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:34743685
type
paper
label
pmid:34743685
[1] object · 3 fields
id
source:pmid:34743685
type
manuscript
label
PMID 34743685 full text
[2] object · 3 fields
id
data:geo:GSE29431
type
dataset
label
GEO GSE29431
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:34743685
type
paper
label
pmid:34743685
[1] object · 3 fields
id
source:pmid:34743685
type
manuscript
label
PMID 34743685 full text
[2] object · 3 fields
id
data:geo:GSE29431
type
dataset
label
GEO GSE29431
agent
agent:corpus-assay-engine
[1] object · 4 fields
id
activity-read-34743685
type
extraction
used array · 1 item
[0]
source:pmid:34743685
agent
agent:minimax-reader
[2] object · 4 fields
id
activity-resolve-GSE29431
type
accession_resolution
used array · 1 item
[0]
data:geo:GSE29431
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:34743685
parent_hash
sha256:352ffabd07ce5524d4a2f5bdeb677338a7e3a3ca7f780e797a0d8bc51092ba83
fork_of
null
gaps array · 10 items
[0]
asset:data:geo:GSE29431 licence not read
[1]
asset:data:geo:GSE29431 not downloaded
[2]
asset:data:geo:GSE42568 licence not read
[3]
asset:data:geo:GSE42568 not downloaded
[4]
asset:data:geo:GSE86374 licence not read
[5]
asset:data:geo:GSE86374 not downloaded
[6]
execution.not_run
[7]
review.human_critique
[8]
review.independent_reader
[9]
review.machine_critique
assays array · 6 items
[0] object · 11 fields
role
data_generation
definition_id
western_blot
definition_version
99e1195c7d6f
required_operations array · 0 items
support_state
partial
source_hashes object · 1 field
assay_lexicon
99e1195c7d6f
confidence
0.93
evidence array · 1 item
[0]
nalyzed by bioinformatics tools. qRT-PCR and western blotting were applied to validate ANLN and its protei
order_basis
paper_text_order:473
id
assay:1
[1] object · 11 fields
role
data_generation
definition_id
apoptosis_assay
definition_version
99e1195c7d6f
required_operations array · 0 items
support_state
partial
source_hashes object · 1 field
assay_lexicon
99e1195c7d6f
confidence
0.99
evidence array · 4 items
[0]
low cytometry analyses of the cell cycle and apoptosis were performed to assess cell proliferation,
[1]
eration, migration, invasion, cell cycle and apoptosis, respectively. RESULTS: A total of 195 diffe
[2]
arrested the cells in G2/M phase and induced apoptosis in BC cells. CONCLUSIONS: These findings sug
[3]
sion while affecting cell cycle and promotes apoptosis by regulating ANLN, thereby providing novel
order_basis
paper_text_order:659
id
assay:2
[2] object · 11 fields
role
data_generation
definition_id
flow_cytometry
definition_version
99e1195c7d6f
required_operations array · 0 items
support_state
partial
source_hashes object · 1 field
assay_lexicon
99e1195c7d6f
confidence
0.99
evidence array · 4 items
[0]
, MTT, wound healing, Transwell invasion and flow cytometry analyses of the cell cycle and apoptosis wer
[1]
factor at 37 °C in an incubator with 5% CO2. Flow cytometry analysis of cell cycle and apoptosis MCF-7 a
[2]
odide stained cells for 30 min at 4 °C. A BD FACS caliber was used to measure cell cycle. BC c
[3]
col. Finally, apoptosis was determined by BD FACS caliber. All experiments were independently
order_basis
paper_text_order:702
id
assay:3
[3] object · 11 fields
role
data_generation
definition_id
transfection
definition_version
99e1195c7d6f
required_operations array · 0 items
support_state
partial
source_hashes object · 1 field
assay_lexicon
99e1195c7d6f
confidence
0.99
evidence array · 4 items
[0]
n BC cells. Over-expression of miR-16-5p and knock-down of ANLN remarkably inhibited cell proliferat
[1]
ycling and cultured for 24 h. The cells were transfected with miR-16-5p mimics, si-ANLN and NC in eac
[2]
ANLN and NC in each well for 24 h. Then, the transfected cells were collected. Precooled PBS and 70%
[3]
ted as the same as cell cycle. After 24 h of transfection, cells were washed with PBS and collected in
order_basis
paper_text_order:1344
id
assay:4
[4] object · 11 fields
role
data_generation
definition_id
cell_culture
definition_version
99e1195c7d6f
required_operations array · 0 items
support_state
partial
source_hashes object · 1 field
assay_lexicon
99e1195c7d6f
confidence
0.99
evidence array · 4 items
[0]
BC cell lines and HEK293T cells were mainly cultured in Dulbecco′s modified Eagle′s medium (DMEM) su
[1]
bator with 5% CO2. MCF-10A cells were mainly cultured in Dulbecco′s modified Eagle′s medium/Ham′s F12
[2]
Methods Cell culture The human cell lines MCF-7, T47D, MDA-MB-231, EMF-192A, SKBR-3 and MCF-
[3]
tometry analysis of cell cycle and apoptosis MCF-7 and MDA-MB-231 cells (0.5 × 106 cells/well)
order_basis
paper_text_order:1809
id
assay:5
[5] object · 11 fields
role
analysis
definition_id
differential_expression
definition_version
f2132e96ae6c7a4e
required_operations array · 3 items
[0]
normalise_counts
[1]
differential_expression_fit
[2]
fdr_bh
support_state
supported
source_hashes object · 1 field
dsl_catalogue
f2132e96ae6c7a4e
evidence array · 1 item
[0]
Through applying limma package, FDR < 0.05 and |logFC| > 1.5 [24, 25] were set as the screening threshold values to identify differentially expressed genes (DEGs) from GSE86374.
order_basis
consumes_earlier_output
id
assay:6
Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:34743685", "kind": "science-record", "revision": 5, "content_hash": "sha256:bf2c6fd2823431ddd5a5a7afd69fba46d79f37ae0b94607956234b50f88fb58e", "created_at": "2026-11-01T17:36:25Z", "updated_at": "2026-11-01T22:47:49Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "MiR-16-5p suppresses breast cancer proliferation by targeting ANLN.", "doi": "10.1186/s12885-021-08914-1", "pmid": "34743685", "authors": ["Ziming Wang", "Siyuan Hu", "Xinyang Li", "Zhiwei Liu", "Danyang Han", "Yukun Wang", "Limin Wei", "Guangping Zhang", "Xinshuai Wang"], "journal": "BMC cancer", "year": 2021, "abstract": "BACKGROUND: In recent years, gene expression-based analysis has been used for disease biomarker discovery, providing ways for better diagnosis, leading to improvement of clinical treatment efficacy. This study aimed to explore the role of miR-16-5p and ANLN in breast cancer (BC).\nMETHODS: Cohort datasets of BC were obtained from the Gene Expression Omnibus (GEO) and the Cancer Genome Atlas (TCGA) and analyzed by bioinformatics tools. qRT-PCR and western blotting were applied to validate ANLN and its protein expression. A dual-luciferase reporter assay was used to prove the regulatory relationship of miR-16-5p and ANLN. Finally, MTT, wound healing, Transwell invasion and flow cytometry analyses of the cell cycle and apoptosis were performed to assess cell proliferation, migration, invasion, cell cycle and apoptosis, respectively.\nRESULTS: A total of 195 differentially expressed genes (DEGs) and 50 overlapping microRNAs (miRNAs) were identified. Among these DEGs and miRNAs, ANLN, associated with poor overall survival in BC, overlapped in the GSE29431, GSE42568, TCGA and GEPIA2 databases. Moreover, ANLN was highly expressed, while miR-16-5p was lower in BC cells than in breast epithelial cells. Then, we confirmed that ANLN was directly targeted by miR-16-5p in BC cells. Over-expression of miR-16-5p and knock-down of ANLN remarkably inhibited cell proliferation and migration as well as cell invasion, arrested the cells in G2/M phase and induced apoptosis in BC cells.\nCONCLUSIONS: These findings suggest that miR-16-5p restrains proliferation, migration and invasion while affecting cell cycle and promotes apoptosis by regulating ANLN, thereby providing novel candidate biomarkers for the diagnosis and treatment of BC.", "claims": [{"id": "claim-method", "statement": "Through applying limma package, FDR < 0.05 and |logFC| > 1.5 [24, 25] were set as the screening threshold values to identify differentially expressed genes (DEGs) from GSE86374.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:34743685", "locator": "sections[3] \"Data sources and processing and identification of DEGs\" paragraph 2", "quote": "Through applying limma package, FDR < 0.05 and |logFC| > 1.5 [24, 25] were set as the screening threshold values to identify differentially expressed genes (DEGs) from GSE86374."}], "state": "complete"}, {"id": "claim-data-access", "statement": "The datasets of BC in this study were downloaded from the GEO and UCSC Xena (https://www.ncbi.nlm.nih.gov/geo/; https://xenabrowser.net/datapages/) databases.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:34743685", "locator": "sections[34] \"notes\" paragraph 1", "quote": "The datasets of BC in this study were downloaded from the GEO and UCSC Xena (https://www.ncbi.nlm.nih.gov/geo/; https://xenabrowser.net/datapages/) databases."}], "state": "complete"}, {"id": "claim-target-result", "statement": "These findings suggest that miR-16-5p restrains proliferation, migration and invasion while affecting cell cycle and promotes apoptosis by regulating ANLN, thereby providing novel candidate biomarkers for the diagnosis and treatment of BC.", "kind": "qualitative", "target": null, "evidence": [{"asset": "source:pmid:34743685", "locator": "sections[0] \"Abstract\" paragraph 4", "quote": "These findings suggest that miR-16-5p restrains proliferation, migration and invasion while affecting cell cycle and promotes apoptosis by regulating ANLN, thereby providing novel candidate biomarkers for the diagnosis and treatment of BC."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": "These findings suggest that miR-16-5p restrains proliferation, migration and invasion while affecting cell cycle and promotes apoptosis by regulating ANLN, thereby providing novel candidate biomarkers for the diagnosis and treatment of BC.", "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:34743685"], "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:GSE29431"], "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:GSE29431"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:34743685", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1186/s12885-021-08914-1", "sha256": "sha256:e3d038503913d733ee535eab8bec2b076c98808a465d069c9f2793ffe743db27", "bytes": 34684, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.1186/s12885-021-08914-1", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC8574041", "source": "europe_pmc_fulltext", "coverage": "whole_body_without_references", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:GSE29431", "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=GSE29431", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE29431", "version": null, "note": "The datasets of BC in this study were downloaded from the GEO and UCSC Xena (https://www.ncbi.nlm.nih.gov/geo/; https://xenabrowser.net/datapages/) databases.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The datasets of BC in this study were downloaded from the GEO and UCSC Xena (https://www.ncbi.nlm.nih.gov/geo/; https://xenabrowser.net/datapages/) databases.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM728611", "GSM728612", "GSM728613", "GSM728614", "GSM728615", "GSM728616", "GSM728617", "GSM728618", "GSM728619", "GSM728620", "GSM728621", "GSM728622", "GSM728623", "GSM728624", "GSM728625", "GSM728626", "GSM728627", "GSM728628", "GSM728629", "GSM728630", "GSM728631", "GSM728632", "GSM728633", "GSM728634", "GSM728635", "GSM728636", "GSM728637", "GSM728638", "GSM728639", "GSM728640", "GSM728641", "GSM728642", "GSM728643", "GSM728644", "GSM728645", "GSM728646", "GSM728647", "GSM728648", "GSM728649", "GSM728650", "GSM728651", "GSM728652", "GSM728653", "GSM728654", "GSM728655", "GSM728656", "GSM728657", "GSM728658", "GSM728659", "GSM728660", "GSM728661", "GSM728662", "GSM728663", "GSM728664", "GSM728665", "GSM728666", "GSM728667", "GSM728668", "GSM728669", "GSM728670", "GSM728671", "GSM728672", "GSM728673", "GSM728674", "GSM728675", "GSM728676"], "sample_count": 66, "group_sizes": null, "group_sizes_basis": null, "platform": "570", "taxon": "Homo sapiens", "title": "Identifying breast cancer biomarkers", "resolution_checked_at": "2026-11-01T15:39:54Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "data:geo:GSE42568", "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=GSE42568", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE42568", "version": null, "note": "The datasets of BC in this study were downloaded from the GEO and UCSC Xena (https://www.ncbi.nlm.nih.gov/geo/; https://xenabrowser.net/datapages/) databases.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The datasets of BC in this study were downloaded from the GEO and UCSC Xena (https://www.ncbi.nlm.nih.gov/geo/; https://xenabrowser.net/datapages/) databases.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM1045191", "GSM1045192", "GSM1045193", "GSM1045194", "GSM1045195", "GSM1045196", "GSM1045197", "GSM1045198", "GSM1045199", "GSM1045200", "GSM1045201", "GSM1045202", "GSM1045203", "GSM1045204", "GSM1045205", "GSM1045206", "GSM1045207", "GSM1045208", "GSM1045209", "GSM1045210", "GSM1045211", "GSM1045212", "GSM1045213", "GSM1045214", "GSM1045215", "GSM1045216", "GSM1045217", "GSM1045218", "GSM1045219", "GSM1045220", "GSM1045221", "GSM1045222", "GSM1045223", "GSM1045224", "GSM1045225", "GSM1045226", "GSM1045227", "GSM1045228", "GSM1045229", "GSM1045230", "GSM1045231", "GSM1045232", "GSM1045233", "GSM1045234", "GSM1045235", "GSM1045236", "GSM1045237", "GSM1045238", "GSM1045239", "GSM1045240", "GSM1045241", "GSM1045242", "GSM1045243", "GSM1045244", "GSM1045245", "GSM1045246", "GSM1045247", "GSM1045248", "GSM1045249", "GSM1045250", "GSM1045251", "GSM1045252", "GSM1045253", "GSM1045254", "GSM1045255", "GSM1045256", "GSM1045257", "GSM1045258", "GSM1045259", "GSM1045260", "GSM1045261", "GSM1045262", "GSM1045263", "GSM1045264", "GSM1045265", "GSM1045266", "GSM1045267", "GSM1045268", "GSM1045269", "GSM1045270", "GSM1045271", "GSM1045272", "GSM1045273", "GSM1045274", "GSM1045275", "GSM1045276", "GSM1045277", "GSM1045278", "GSM1045279", "GSM1045280", "GSM1045281", "GSM1045282", "GSM1045283", "GSM1045284", "GSM1045285", "GSM1045286", "GSM1045287", "GSM1045288", "GSM1045289", "GSM1045290", "GSM1045291", "GSM1045292", "GSM1045293", "GSM1045294", "GSM1045295", "GSM1045296", "GSM1045297", "GSM1045298", "GSM1045299", "GSM1045300", "GSM1045301", "GSM1045302", "GSM1045303", "GSM1045304", "GSM1045305", "GSM1045306", "GSM1045307", "GSM1045308", "GSM1045309", "GSM1045310", "GSM1045311"], "sample_count": 121, "group_sizes": null, "group_sizes_basis": null, "platform": "570", "taxon": "Homo sapiens", "title": "Breast Cancer Gene Expression Analysis", "resolution_checked_at": "2026-11-01T15:39:54Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "data:geo:GSE86374", "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=GSE86374", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE86374", "version": null, "note": "The datasets of BC in this study were downloaded from the GEO and UCSC Xena (https://www.ncbi.nlm.nih.gov/geo/; https://xenabrowser.net/datapages/) databases.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The datasets of BC in this study were downloaded from the GEO and UCSC Xena (https://www.ncbi.nlm.nih.gov/geo/; https://xenabrowser.net/datapages/) databases.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM2301021", "GSM2301022", "GSM2301023", "GSM2301024", "GSM2301025", "GSM2301026", "GSM2301027", "GSM2301028", "GSM2301029", "GSM2301030", "GSM2301031", "GSM2301032", "GSM2301033", "GSM2301034", "GSM2301035", "GSM2301036", "GSM2301037", "GSM2301038", "GSM2301039", "GSM2301040", "GSM2301041", "GSM2301042", "GSM2301043", "GSM2301044", "GSM2301045", "GSM2301046", "GSM2301047", "GSM2301048", "GSM2301049", "GSM2301050", "GSM2301051", "GSM2301052", "GSM2301053", "GSM2301054", "GSM2301055", "GSM2301056", "GSM2301057", "GSM2301058", "GSM2301059", "GSM2301060", "GSM2301061", "GSM2301062", "GSM2301063", "GSM2301064", "GSM2301065", "GSM2301066", "GSM2301067", "GSM2301068", "GSM2301069", "GSM2301070", "GSM2301071", "GSM2301072", "GSM2301073", "GSM2301074", "GSM2301075", "GSM2301076", "GSM2301077", "GSM2301078", "GSM2301079", "GSM2301080", "GSM2301081", "GSM2301082", "GSM2301083", "GSM2301084", "GSM2301085", "GSM2301086", "GSM2301087", "GSM2301088", "GSM2301089", "GSM2301090", "GSM2301091", "GSM2301092", "GSM2301093", "GSM2301094", "GSM2301095", "GSM2301096", "GSM2301097", "GSM2301098", "GSM2301099", "GSM2301100", "GSM2301101", "GSM2301102", "GSM2301103", "GSM2301104", "GSM2301105", "GSM2301106", "GSM2301107", "GSM2301108", "GSM2301109", "GSM2301110", "GSM2301111", "GSM2301112", "GSM2301113", "GSM2301114", "GSM2301115", "GSM2301116", "GSM2301117", "GSM2301118", "GSM2301119", "GSM2301120", "GSM2301121", "GSM2301122", "GSM2301123", "GSM2301124", "GSM2301125", "GSM2301126", "GSM2301127", "GSM2301128", "GSM2301129", "GSM2301130", "GSM2301131", "GSM2301132", "GSM2301133", "GSM2301134", "GSM2301135", "GSM2301136", "GSM2301137", "GSM2301138", "GSM2301139", "GSM2301140", "GSM2301141", "GSM2301142", "GSM2301143", "GSM2301144", "GSM2301145", "GSM2301146", "GSM2301147", "GSM2301148", "GSM2301149", "GSM2301150", "GSM2301151", "GSM2301152", "GSM2301153", "GSM2301154", "GSM2301155", "GSM2301156", "GSM2301157", "GSM2301158", "GSM2301159", "GSM2301160", "GSM2301161", "GSM2301162", "GSM2301163", "GSM2301164", "GSM2301165", "GSM2301166", "GSM2301167", "GSM2301168", "GSM2301169", "GSM2301170", "GSM2301171", "GSM2301172", "GSM2301173", "GSM2301174", "GSM2301175", "GSM2301176", "GSM2301177", "GSM2301178", "GSM2301179"], "sample_count": 159, "group_sizes": null, "group_sizes_basis": null, "platform": "6244", "taxon": "Homo sapiens", "title": "Analysis of somatic DNA copy number alterations and frequency of breast cancer intrinsic subtypes from Mexican women [gene expression]", "resolution_checked_at": "2026-11-01T15:39:55Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}], "gaps": ["asset:data:geo:GSE29431 not downloaded", "asset:data:geo:GSE29431 licence not read", "asset:data:geo:GSE42568 not downloaded", "asset:data:geo:GSE42568 licence not read", "asset:data:geo:GSE86374 not downloaded", "asset:data:geo:GSE86374 licence not read"]}, "analysis": {"state": "complete", "methods": [{"id": "method-1", "family": "differential_expression", "specific": "limma_voom", "label": "Differential expression analysis", "dsl_operations": ["normalise_counts", "differential_expression_fit", "fdr_bh"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["count_matrix_with_condition"], "evidence": {"score": 1.0, "band": "verbatim", "quote": "Through applying limma package, FDR < 0.05 and |logFC| > 1.5 [24, 25] were set as the screening threshold values to identify differentially expressed genes (DEGs) from GSE86374."}}], "targets": [], "gaps": []}, "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": ["normalise_counts", "differential_expression_fit", "fdr_bh"], "missing_operations": [], "basis": "The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: limma_voom."}, "capability": {"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": {"tier": "R1", "reachable": true, "accessions": ["GSE86374", "GSE29431", "GSE42568"], "resolved_accessions": ["GSE86374", "GSE29431", "GSE42568"], "statements": ["The datasets of BC in this study were downloaded from the GEO and UCSC Xena (https://www.ncbi.nlm.nih.gov/geo/; https://xenabrowser.net/datapages/) databases."], "basis": "The paper names GSE86374, GSE29431, GSE42568 in Gene Expression Omnibus (GEO) and the accession resolves in the repository. No dataset was downloaded and no licence was read."}}, "can_run": {"dsl_operations": ["normalise_counts", "differential_expression_fit", "fdr_bh"], "assets": ["source:pmid:34743685", "data:geo:GSE29431"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:GSE29431"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-11-01T17:06:18Z", "independence": "single_reader"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 5, "usage": {"prompt_tokens": 10868, "completion_tokens": 2531, "cached_tokens": 264}}, "human_critique": null, "stages": [{"id": "extraction", "state": "complete", "reader": "MiniMax-M3.1-Flash", "provider": "minimax"}], "gaps": ["review.independent_reader", "review.machine_critique", "review.human_critique"]}, "execution": {"state": "absent", "status": "not_run", "mode": null, "runs": [], "gaps": ["execution.not_run"]}, "provenance": {"entities": [{"id": "pmid:34743685", "type": "paper", "label": "pmid:34743685"}, {"id": "source:pmid:34743685", "type": "manuscript", "label": "PMID 34743685 full text"}, {"id": "data:geo:GSE29431", "type": "dataset", "label": "GEO GSE29431"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:34743685", "type": "paper", "label": "pmid:34743685"}, {"id": "source:pmid:34743685", "type": "manuscript", "label": "PMID 34743685 full text"}, {"id": "data:geo:GSE29431", "type": "dataset", "label": "GEO GSE29431"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-34743685", "type": "extraction", "used": ["source:pmid:34743685"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-GSE29431", "type": "accession_resolution", "used": ["data:geo:GSE29431"], "agent": "agent:corpus-assay-engine"}], "agents": [{"id": "agent:corpus-assay-engine", "type": "software", "label": "Corpus assay engine"}, {"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": {"parent_id": "pmid:34743685", "parent_hash": "sha256:352ffabd07ce5524d4a2f5bdeb677338a7e3a3ca7f780e797a0d8bc51092ba83", "fork_of": null, "generation": 4}, "gaps": ["asset:data:geo:GSE29431 licence not read", "asset:data:geo:GSE29431 not downloaded", "asset:data:geo:GSE42568 licence not read", "asset:data:geo:GSE42568 not downloaded", "asset:data:geo:GSE86374 licence not read", "asset:data:geo:GSE86374 not downloaded", "execution.not_run", "review.human_critique", "review.independent_reader", "review.machine_critique"], "assays": [{"role": "data_generation", "definition_id": "western_blot", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.93, "evidence": ["nalyzed by bioinformatics tools. qRT-PCR and western blotting were applied to validate ANLN and its protei"], "order_basis": "paper_text_order:473", "id": "assay:1"}, {"role": "data_generation", "definition_id": "apoptosis_assay", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.99, "evidence": ["low cytometry analyses of the cell cycle and apoptosis were performed to assess cell proliferation,", "eration, migration, invasion, cell cycle and apoptosis, respectively. RESULTS: A total of 195 diffe", "arrested the cells in G2/M phase and induced apoptosis in BC cells. CONCLUSIONS: These findings sug", "sion while affecting cell cycle and promotes apoptosis by regulating ANLN, thereby providing novel"], "order_basis": "paper_text_order:659", "id": "assay:2"}, {"role": "data_generation", "definition_id": "flow_cytometry", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.99, "evidence": [", MTT, wound healing, Transwell invasion and flow cytometry analyses of the cell cycle and apoptosis wer", "factor at 37 °C in an incubator with 5% CO2. Flow cytometry analysis of cell cycle and apoptosis MCF-7 a", "odide stained cells for 30 min at 4 °C. A BD FACS caliber was used to measure cell cycle. BC c", "col. Finally, apoptosis was determined by BD FACS caliber. All experiments were independently"], "order_basis": "paper_text_order:702", "id": "assay:3"}, {"role": "data_generation", "definition_id": "transfection", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.99, "evidence": ["n BC cells. Over-expression of miR-16-5p and knock-down of ANLN remarkably inhibited cell proliferat", "ycling and cultured for 24 h. The cells were transfected with miR-16-5p mimics, si-ANLN and NC in eac", "ANLN and NC in each well for 24 h. Then, the transfected cells were collected. Precooled PBS and 70%", "ted as the same as cell cycle. After 24 h of transfection, cells were washed with PBS and collected in"], "order_basis": "paper_text_order:1344", "id": "assay:4"}, {"role": "data_generation", "definition_id": "cell_culture", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.99, "evidence": ["BC cell lines and HEK293T cells were mainly cultured in Dulbecco′s modified Eagle′s medium (DMEM) su", "bator with 5% CO2. MCF-10A cells were mainly cultured in Dulbecco′s modified Eagle′s medium/Ham′s F12", "Methods Cell culture The human cell lines MCF-7, T47D, MDA-MB-231, EMF-192A, SKBR-3 and MCF-", "tometry analysis of cell cycle and apoptosis MCF-7 and MDA-MB-231 cells (0.5 × 106 cells/well)"], "order_basis": "paper_text_order:1809", "id": "assay:5"}, {"role": "analysis", "definition_id": "differential_expression", "definition_version": "f2132e96ae6c7a4e", "definition_digest": null, "required_operations": ["normalise_counts", "differential_expression_fit", "fdr_bh"], "support_state": "supported", "source_hashes": {"dsl_catalogue": "f2132e96ae6c7a4e"}, "confidence": 1.0, "evidence": ["Through applying limma package, FDR < 0.05 and |logFC| > 1.5 [24, 25] were set as the screening threshold values to identify differentially expressed genes (DEGs) from GSE86374."], "order_basis": "consumes_earlier_output", "id": "assay:6"}]}