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pmid:34925026

Identification of Pharmacological Autophagy Regulators of Active Ulcerative Colitis.

Peishan Qiu · Lan Liu · Jun Fang · Meng Zhang · Haizhou Wang · Yanan Peng · Min Chen · Jing Liu · Fan Wang · Qiu Zhao

Frontiers in pharmacology · 2021 doi:10.3389/fphar.2021.769718

Paper

complete

Experiment

complete

Data

partial

Analysis

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title
Identification of Pharmacological Autophagy Regulators of Active Ulcerative Colitis.
doi
10.3389/fphar.2021.769718
pmid
34925026
authors array · 10 items
[0]
Peishan Qiu
[1]
Lan Liu
[2]
Jun Fang
[3]
Meng Zhang
[4]
Haizhou Wang
[5]
Yanan Peng
[6]
Min Chen
[7]
Jing Liu
[8]
Fan Wang
[9]
Qiu Zhao
journal
Frontiers in pharmacology
year
2021
abstract
Background: Ulcerative colitis (UC) is a chronic recurrent disease of unknown etiology. Recently, it has been reported that autophagy-related gene polymorphism is closely associated with increased risk of UC, and the therapeutic effect of some UC drugs is mediated by regulating autophagy pathways. This study aims to identify pivotal autophagy-related regulators in UC pathogenesis and provide novel molecular targets for the treatment of active UC. Methods: Gene expression profiles and clinical information of active UC patients were obtained from GEO databases. CIBERSORT was adopted to evaluate the immune cell infiltration. We used weighted gene co-expression network analysis (WGCNA) and differential expression analysis to identify the pivotal modules and genes associated with active UC. Subsequently, we conducted validation in the validation set and explored its relationship with commonly used UC therapeutics. Results: 36 healthy controls and 46 active UC patients have been obtained from the training set of GSE53306, GSE87466, and GSE134025. There were 423 differentially expressed genes (DEGs) found, which dramatically enriched in autophagy-related pathways. And more infiltration of mast cells, activated T cells, dendritic cells, and M1 macrophages were observed in the intestinal mucosa of active UC, while more infiltration of resting immune cells and M2 macrophages in healthy controls. WGCNA indicated that the turquoise and blue modules were the critical modules. CASP1, SERPINA1, and CCL2 have been identified as the hub autophagy-related genes of active UC, after combining DEGs and 232 autophagy-related genes from HADb with the genes of turquoise and blue modules, respectively. We further verified that CASP1, SERPINA1, and CCL2 were positively associated with active UC and served as an autophagy-related biomarker for active UC. Moreover, increased SERPINA1 in the involved intestinal mucosa was reduced in patients with active UC who responded to golimumab or glucocorticoid therapy. But, neither CASP1, SERPINA1, and CCL2 were changed by treatment of 5-aminosalicylic acid (5-ASA) and azathioprine. Conclusion: CASP1, SERPINA1, and CCL2 are autophagy-related hub genes of active UC. And SERPINA1 may serve as a new pharmacological autophagy regulator of UC, which provides a new target for the use of small molecules targeting autophagy in the treatment of active UC.
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Based on the original data, we utilized the “limma” R package to filter the differentially expressed genes (DEGs) between active UC samples and healthy samples, with adjusted p-value (adj. p) < 0.05 and |log2 fold change (FC)| > 1 as thresholds.
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sections[5] "Differential Expression Analysis" paragraph 2
quote
Based on the original data, we utilized the “limma” R package to filter the differentially expressed genes (DEGs) between active UC samples and healthy samples, with adjusted p-value (adj. p) < 0.05 and |log2 fold change (FC)| > 1 as thresholds.
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sections[20] "Data Availability Statement" paragraph 2
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The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding authors.
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CASP1, SERPINA1, and CCL2 were positively associated with active UC and served as an autophagy-related biomarker for active UC.
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We further verified that CASP1, SERPINA1, and CCL2 were positively associated with active UC and served as an autophagy-related biomarker for active UC.
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CASP1, SERPINA1, and CCL2 were positively associated with active UC and served as an autophagy-related biomarker for active UC.
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Expression data from Ulcerative Colitis subjects
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Differential Gene Expression between Active and Quiescent Stages of Ulcerative Colitis: Insights into a Distinctive Pathogenesis Profile
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[52]
GSM1426123
[53]
GSM1426124
[54]
GSM1426125
[55]
GSM1426126
[56]
GSM1426127
[57]
GSM1426128
[58]
GSM1426129
[59]
GSM1426130
[60]
GSM1426131
[61]
GSM1426132
[62]
GSM1426133
[63]
GSM1426134
[64]
GSM1426135
[65]
GSM1426136
[66]
GSM1426137
[67]
GSM1426138
[68]
GSM1426139
[69]
GSM1426140
[70]
GSM1426141
[71]
GSM1426142
[72]
GSM1426143
[73]
GSM1426144
[74]
GSM1426145
[75]
GSM1426146
[76]
GSM1426147
[77]
GSM1426148
[78]
GSM1426149
[79]
GSM1426150
[80]
GSM1426151
[81]
GSM1426152
[82]
GSM1426153
[83]
GSM1426154
[84]
GSM1426155
[85]
GSM1426156
[86]
GSM1426157
[87]
GSM1426158
[88]
GSM1426159
[89]
GSM1426160
[90]
GSM1426161
[91]
GSM1426162
[92]
GSM1426163
[93]
GSM1426164
[94]
GSM1426165
[95]
GSM1426166
[96]
GSM1426167
[97]
GSM1426168
[98]
GSM1426169
[99]
GSM1426170
[100]
GSM1426171
[101]
GSM1426172
[102]
GSM1426173
[103]
GSM1426174
[104]
GSM1426175
[105]
GSM1426176
[106]
GSM1426177
[107]
GSM1426178
[108]
GSM1426179
[109]
GSM1426180
[110]
GSM1426181
[111]
GSM1426182
[112]
GSM1426183
[113]
GSM1426184
[114]
GSM1426185
[115]
GSM1426186
sample_count
116
group_sizes
null
group_sizes_basis
null
platform
6244
taxon
Homo sapiens
title
Mucosal gene expression profiling in patients with inflammatory bowel disease
resolution_checked_at
2026-11-01T15:39:54Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[7] object · 15 fields
id
data:geo:GSE87466
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=GSE87466
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE87466
version
null
note
The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding authors.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding authors.
access_statement_kind
data_availability_statement
sample_accessions array · 108 items
[0]
GSM2332098
[1]
GSM2332099
[2]
GSM2332100
[3]
GSM2332101
[4]
GSM2332102
[5]
GSM2332103
[6]
GSM2332104
[7]
GSM2332105
[8]
GSM2332106
[9]
GSM2332107
[10]
GSM2332108
[11]
GSM2332109
[12]
GSM2332110
[13]
GSM2332111
[14]
GSM2332112
[15]
GSM2332113
[16]
GSM2332114
[17]
GSM2332115
[18]
GSM2332116
[19]
GSM2332117
[20]
GSM2332118
[21]
GSM2332119
[22]
GSM2332120
[23]
GSM2332121
[24]
GSM2332122
[25]
GSM2332123
[26]
GSM2332124
[27]
GSM2332125
[28]
GSM2332126
[29]
GSM2332127
[30]
GSM2332128
[31]
GSM2332129
[32]
GSM2332130
[33]
GSM2332131
[34]
GSM2332132
[35]
GSM2332133
[36]
GSM2332134
[37]
GSM2332135
[38]
GSM2332136
[39]
GSM2332137
[40]
GSM2332138
[41]
GSM2332139
[42]
GSM2332140
[43]
GSM2332141
[44]
GSM2332142
[45]
GSM2332143
[46]
GSM2332144
[47]
GSM2332145
[48]
GSM2332146
[49]
GSM2332147
[50]
GSM2332148
[51]
GSM2332149
[52]
GSM2332150
[53]
GSM2332151
[54]
GSM2332152
[55]
GSM2332153
[56]
GSM2332154
[57]
GSM2332155
[58]
GSM2332156
[59]
GSM2332157
[60]
GSM2332158
[61]
GSM2332159
[62]
GSM2332160
[63]
GSM2332161
[64]
GSM2332162
[65]
GSM2332163
[66]
GSM2332164
[67]
GSM2332165
[68]
GSM2332166
[69]
GSM2332167
[70]
GSM2332168
[71]
GSM2332169
[72]
GSM2332170
[73]
GSM2332171
[74]
GSM2332172
[75]
GSM2332173
[76]
GSM2332174
[77]
GSM2332175
[78]
GSM2332176
[79]
GSM2332177
[80]
GSM2332178
[81]
GSM2332179
[82]
GSM2332180
[83]
GSM2332181
[84]
GSM2332182
[85]
GSM2332183
[86]
GSM2332184
[87]
GSM2332185
[88]
GSM2332186
[89]
GSM2332187
[90]
GSM2332188
[91]
GSM2332189
[92]
GSM2332190
[93]
GSM2332191
[94]
GSM2332192
[95]
GSM2332193
[96]
GSM2332194
[97]
GSM2332195
[98]
GSM2332196
[99]
GSM2332197
[100]
GSM2332198
[101]
GSM2332199
[102]
GSM2332200
[103]
GSM2332201
[104]
GSM2332202
[105]
GSM2332203
[106]
GSM2332204
[107]
GSM2332205
sample_count
108
group_sizes
null
group_sizes_basis
null
platform
13158
taxon
Homo sapiens
title
Gene expression profiling of mucosal biopsies from adult patients with moderately to severely active ulcerative colitis
resolution_checked_at
2026-11-01T15:39:55Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[8] object · 15 fields
id
data:geo:GSE92415
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=GSE92415
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE92415
version
null
note
The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding authors.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding authors.
access_statement_kind
data_availability_statement
sample_accessions array · 183 items
[0]
GSM2429346
[1]
GSM2429347
[2]
GSM2429348
[3]
GSM2429349
[4]
GSM2429350
[5]
GSM2429351
[6]
GSM2429352
[7]
GSM2429353
[8]
GSM2429354
[9]
GSM2429355
[10]
GSM2429356
[11]
GSM2429357
[12]
GSM2429358
[13]
GSM2429359
[14]
GSM2429360
[15]
GSM2429361
[16]
GSM2429362
[17]
GSM2429363
[18]
GSM2429364
[19]
GSM2429365
[20]
GSM2429366
[21]
GSM2429367
[22]
GSM2429368
[23]
GSM2429369
[24]
GSM2429370
[25]
GSM2429371
[26]
GSM2429372
[27]
GSM2429373
[28]
GSM2429374
[29]
GSM2429375
[30]
GSM2429376
[31]
GSM2429377
[32]
GSM2429378
[33]
GSM2429379
[34]
GSM2429380
[35]
GSM2429381
[36]
GSM2429382
[37]
GSM2429383
[38]
GSM2429384
[39]
GSM2429385
[40]
GSM2429386
[41]
GSM2429387
[42]
GSM2429388
[43]
GSM2429389
[44]
GSM2429390
[45]
GSM2429391
[46]
GSM2429392
[47]
GSM2429393
[48]
GSM2429394
[49]
GSM2429395
[50]
GSM2429396
[51]
GSM2429397
[52]
GSM2429398
[53]
GSM2429399
[54]
GSM2429400
[55]
GSM2429401
[56]
GSM2429402
[57]
GSM2429403
[58]
GSM2429404
[59]
GSM2429405
[60]
GSM2429406
[61]
GSM2429407
[62]
GSM2429408
[63]
GSM2429409
[64]
GSM2429410
[65]
GSM2429411
[66]
GSM2429412
[67]
GSM2429413
[68]
GSM2429414
[69]
GSM2429415
[70]
GSM2429416
[71]
GSM2429417
[72]
GSM2429418
[73]
GSM2429419
[74]
GSM2429420
[75]
GSM2429421
[76]
GSM2429422
[77]
GSM2429423
[78]
GSM2429424
[79]
GSM2429425
[80]
GSM2429426
[81]
GSM2429427
[82]
GSM2429428
[83]
GSM2429429
[84]
GSM2429430
[85]
GSM2429431
[86]
GSM2429432
[87]
GSM2429433
[88]
GSM2429434
[89]
GSM2429435
[90]
GSM2429436
[91]
GSM2429437
[92]
GSM2429438
[93]
GSM2429439
[94]
GSM2429440
[95]
GSM2429441
[96]
GSM2429442
[97]
GSM2429443
[98]
GSM2429444
[99]
GSM2429445
[100]
GSM2429446
[101]
GSM2429447
[102]
GSM2429448
[103]
GSM2429449
[104]
GSM2429450
[105]
GSM2429451
[106]
GSM2429452
[107]
GSM2429453
[108]
GSM2429454
[109]
GSM2429455
[110]
GSM2429456
[111]
GSM2429457
[112]
GSM2429458
[113]
GSM2429459
[114]
GSM2429460
[115]
GSM2429461
[116]
GSM2429462
[117]
GSM2429463
[118]
GSM2429464
[119]
GSM2429465
[120]
GSM2429466
[121]
GSM2429467
[122]
GSM2429468
[123]
GSM2429469
[124]
GSM2429470
[125]
GSM2429471
[126]
GSM2429472
[127]
GSM2429473
[128]
GSM2429474
[129]
GSM2429475
[130]
GSM2429476
[131]
GSM2429477
[132]
GSM2429478
[133]
GSM2429479
[134]
GSM2429480
[135]
GSM2429481
[136]
GSM2429482
[137]
GSM2429483
[138]
GSM2429484
[139]
GSM2429485
[140]
GSM2429486
[141]
GSM2429487
[142]
GSM2429488
[143]
GSM2429489
[144]
GSM2429490
[145]
GSM2429491
[146]
GSM2429492
[147]
GSM2429493
[148]
GSM2429494
[149]
GSM2429495
[150]
GSM2429496
[151]
GSM2429497
[152]
GSM2429498
[153]
GSM2429499
[154]
GSM2429500
[155]
GSM2429501
[156]
GSM2429502
[157]
GSM2429503
[158]
GSM2429504
[159]
GSM2429505
[160]
GSM2429506
[161]
GSM2429507
[162]
GSM2429508
[163]
GSM2429509
[164]
GSM2429510
[165]
GSM2429511
[166]
GSM2429512
[167]
GSM2429513
[168]
GSM2429514
[169]
GSM2429515
[170]
GSM2429516
[171]
GSM2429517
[172]
GSM2429518
[173]
GSM2429519
[174]
GSM2429520
[175]
GSM2429521
[176]
GSM2429522
[177]
GSM2429523
[178]
GSM2429524
[179]
GSM2429525
[180]
GSM2429526
[181]
GSM2429527
[182]
GSM2429528
sample_count
183
group_sizes
null
group_sizes_basis
null
platform
13158
taxon
Homo sapiens
title
Characterization of molecular response to Golimumab in Ulcerative Colitis by mucosal biopsy mRNA expression profiling: results from PURSUIT-SC induction study
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 · 16 items
[0]
asset:data:geo:GSE107499 not downloaded
[1]
asset:data:geo:GSE107499 licence not read
[2]
asset:data:geo:GSE114527 not downloaded
[3]
asset:data:geo:GSE114527 licence not read
[4]
asset:data:geo:GSE134025 not downloaded
[5]
asset:data:geo:GSE134025 licence not read
[6]
asset:data:geo:GSE38713 not downloaded
[7]
asset:data:geo:GSE38713 licence not read
[8]
asset:data:geo:GSE53306 not downloaded
[9]
asset:data:geo:GSE53306 licence not read
[10]
asset:data:geo:GSE59071 not downloaded
[11]
asset:data:geo:GSE59071 licence not read
[12]
asset:data:geo:GSE87466 not downloaded
[13]
asset:data:geo:GSE87466 licence not read
[14]
asset:data:geo:GSE92415 not downloaded
[15]
asset:data:geo:GSE92415 licence not read
analysis object · 4 fields
state
partial
methods array · 2 items
[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
Based on the original data, we utilized the “limma” R package to filter the differentially expressed genes (DEGs) between active UC samples and healthy samples, with adjusted p-value (adj. p) < 0.05 and |log2 fold change (FC)| > 1 as thresholds.
[1] object · 10 fields
id
method-2
family
group_comparison
specific
anova
label
Group comparison
dsl_operations array · 4 items
[0]
group_summary
[1]
welch_t
[2]
bootstrap_mean_difference
[3]
group_comparison_anova
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[0]
two_or_more_groups_continuous
evidence object · 3 fields
score
0.8
band
high
quote
ANOVA
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: 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 · 8 items
[0]
GSE53306
[1]
GSE87466
[2]
GSE134025
[3]
GSE107499
[4]
GSE59071
[5]
GSE38713
[6]
GSE92415
[7]
GSE114527
resolved_accessions array · 8 items
[0]
GSE53306
[1]
GSE87466
[2]
GSE134025
[3]
GSE107499
[4]
GSE59071
[5]
GSE38713
[6]
GSE92415
[7]
GSE114527
statements array · 1 item
[0]
The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding authors.
basis
The paper names GSE53306, GSE87466, GSE134025, GSE107499, GSE59071, GSE38713, GSE92415, GSE114527 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:34925026
[1]
data:geo:GSE107499
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:GSE107499
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
2026-11-01T17:11:49Z
independence
single_reader
evidence_check object · 2 fields
method
verbatim
availability
verbatim
calls
5
usage object · 3 fields
prompt_tokens
15466
completion_tokens
2890
cached_tokens
256
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:34925026
type
paper
label
pmid:34925026
[1] object · 3 fields
id
source:pmid:34925026
type
manuscript
label
PMID 34925026 full text
[2] object · 3 fields
id
data:geo:GSE107499
type
dataset
label
GEO GSE107499
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:34925026
type
paper
label
pmid:34925026
[1] object · 3 fields
id
source:pmid:34925026
type
manuscript
label
PMID 34925026 full text
[2] object · 3 fields
id
data:geo:GSE107499
type
dataset
label
GEO GSE107499
agent
agent:corpus-assay-engine
[1] object · 4 fields
id
activity-read-34925026
type
extraction
used array · 1 item
[0]
source:pmid:34925026
agent
agent:minimax-reader
[2] object · 4 fields
id
activity-resolve-GSE107499
type
accession_resolution
used array · 1 item
[0]
data:geo:GSE107499
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:34925026
parent_hash
sha256:4f3994a4bc884b52dcb5054c4ac741d72436a5af38229469e76c8e951418b1d0
fork_of
null
gaps array · 21 items
[0]
asset:data:geo:GSE107499 licence not read
[1]
asset:data:geo:GSE107499 not downloaded
[2]
asset:data:geo:GSE114527 licence not read
[3]
asset:data:geo:GSE114527 not downloaded
[4]
asset:data:geo:GSE134025 licence not read
[5]
asset:data:geo:GSE134025 not downloaded
[6]
asset:data:geo:GSE38713 licence not read
[7]
asset:data:geo:GSE38713 not downloaded
[8]
asset:data:geo:GSE53306 licence not read
[9]
asset:data:geo:GSE53306 not downloaded
[10]
asset:data:geo:GSE59071 licence not read
[11]
asset:data:geo:GSE59071 not downloaded
[12]
asset:data:geo:GSE87466 licence not read
[13]
asset:data:geo:GSE87466 not downloaded
[14]
asset:data:geo:GSE92415 licence not read
[15]
asset:data:geo:GSE92415 not downloaded
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method.reader_differs_from_extractor
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review.human_critique
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review.independent_reader
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review.machine_critique
assays array · 1 item
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f2132e96ae6c7a4e
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f2132e96ae6c7a4e
evidence array · 1 item
[0]
Based on the original data, we utilized the “limma” R package to filter the differentially expressed genes (DEGs) between active UC samples and healthy samples, with adjusted p-value (adj. p) < 0.05 and |log2 fold change (FC)| > 1 as thresholds.
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Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:34925026", "kind": "science-record", "revision": 5, "content_hash": "sha256:d8eb5fc4c8ae637c2d05d7d448ced1b657bbace52b7932b891f93155aa1ec2b0", "created_at": "2026-11-01T17:36:38Z", "updated_at": "2026-11-01T22:48:04Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Identification of Pharmacological Autophagy Regulators of Active Ulcerative Colitis.", "doi": "10.3389/fphar.2021.769718", "pmid": "34925026", "authors": ["Peishan Qiu", "Lan Liu", "Jun Fang", "Meng Zhang", "Haizhou Wang", "Yanan Peng", "Min Chen", "Jing Liu", "Fan Wang", "Qiu Zhao"], "journal": "Frontiers in pharmacology", "year": 2021, "abstract": "Background: Ulcerative colitis (UC) is a chronic recurrent disease of unknown etiology. Recently, it has been reported that autophagy-related gene polymorphism is closely associated with increased risk of UC, and the therapeutic effect of some UC drugs is mediated by regulating autophagy pathways. This study aims to identify pivotal autophagy-related regulators in UC pathogenesis and provide novel molecular targets for the treatment of active UC. Methods: Gene expression profiles and clinical information of active UC patients were obtained from GEO databases. CIBERSORT was adopted to evaluate the immune cell infiltration. We used weighted gene co-expression network analysis (WGCNA) and differential expression analysis to identify the pivotal modules and genes associated with active UC. Subsequently, we conducted validation in the validation set and explored its relationship with commonly used UC therapeutics. Results: 36 healthy controls and 46 active UC patients have been obtained from the training set of GSE53306, GSE87466, and GSE134025. There were 423 differentially expressed genes (DEGs) found, which dramatically enriched in autophagy-related pathways. And more infiltration of mast cells, activated T cells, dendritic cells, and M1 macrophages were observed in the intestinal mucosa of active UC, while more infiltration of resting immune cells and M2 macrophages in healthy controls. WGCNA indicated that the turquoise and blue modules were the critical modules. CASP1, SERPINA1, and CCL2 have been identified as the hub autophagy-related genes of active UC, after combining DEGs and 232 autophagy-related genes from HADb with the genes of turquoise and blue modules, respectively. We further verified that CASP1, SERPINA1, and CCL2 were positively associated with active UC and served as an autophagy-related biomarker for active UC. Moreover, increased SERPINA1 in the involved intestinal mucosa was reduced in patients with active UC who responded to golimumab or glucocorticoid therapy. But, neither CASP1, SERPINA1, and CCL2 were changed by treatment of 5-aminosalicylic acid (5-ASA) and azathioprine. Conclusion: CASP1, SERPINA1, and CCL2 are autophagy-related hub genes of active UC. And SERPINA1 may serve as a new pharmacological autophagy regulator of UC, which provides a new target for the use of small molecules targeting autophagy in the treatment of active UC.", "claims": [{"id": "claim-method", "statement": "Based on the original data, we utilized the “limma” R package to filter the differentially expressed genes (DEGs) between active UC samples and healthy samples, with adjusted p-value (adj. p) < 0.05 and |log2 fold change (FC)| > 1 as thresholds.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:34925026", "locator": "sections[5] \"Differential Expression Analysis\" paragraph 2", "quote": "Based on the original data, we utilized the “limma” R package to filter the differentially expressed genes (DEGs) between active UC samples and healthy samples, with adjusted p-value (adj. p) < 0.05 and |log2 fold change (FC)| > 1 as thresholds."}], "state": "complete"}, {"id": "claim-data-access", "statement": "The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding authors.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:34925026", "locator": "sections[20] \"Data Availability Statement\" paragraph 2", "quote": "The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding authors."}], "state": "complete"}, {"id": "claim-target-result", "statement": "CASP1, SERPINA1, and CCL2 were positively associated with active UC and served as an autophagy-related biomarker for active UC.", "kind": "qualitative", "target": null, "evidence": [{"asset": "source:pmid:34925026", "locator": "sections[0] \"Abstract\" paragraph 3", "quote": "We further verified that CASP1, SERPINA1, and CCL2 were positively associated with active UC and served as an autophagy-related biomarker for active UC."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": "CASP1, SERPINA1, and CCL2 were positively associated with active UC and served as an autophagy-related biomarker for active UC.", "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:34925026"], "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:GSE107499"], "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:GSE107499"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:34925026", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.3389/fphar.2021.769718", "sha256": 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