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

pmid:32190668

Investigation of Potential Genetic Biomarkers and Molecular Mechanism of Ulcerative Colitis Utilizing Bioinformatics Analysis.

Jiaqi Zhang · Xue Wang · Lin Xu · Zedan Zhang · Fengyun Wang · Xudong Tang

BioMed research international · 2020 doi:10.1155/2020/4921387

Paper

complete

Experiment

complete

Data

partial

Analysis

partial

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:32190668
kind
science-record
content_hash
sha256:b9d1a3dd27695f21c3bd4bad0ca063b234fea1e107e7d0373690dad07580a770
schema
https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json
created_at
2026-11-01T15:40:58Z
updated_at
2026-11-01T21:23:01Z
generator object · 2 fields
name
corpus-assay-engine
run_id
reading-sci-2026-11-01
paper object · 10 fields
state
complete
title
Investigation of Potential Genetic Biomarkers and Molecular Mechanism of Ulcerative Colitis Utilizing Bioinformatics Analysis.
doi
10.1155/2020/4921387
pmid
32190668
authors array · 6 items
[0]
Jiaqi Zhang
[1]
Xue Wang
[2]
Lin Xu
[3]
Zedan Zhang
[4]
Fengyun Wang
[5]
Xudong Tang
journal
BioMed research international
year
2020
abstract
OBJECTIVES: To reveal the molecular mechanisms of ulcerative colitis (UC) and provide potential biomarkers for UC gene therapy. METHODS: We downloaded the GSE87473 microarray dataset from the Gene Expression Omnibus (GEO) and identified the differentially expressed genes (DEGs) between UC samples and normal samples. Then, a module partition analysis was performed based on a weighted gene coexpression network analysis (WGCNA), followed by pathway and functional enrichment analyses. Furthermore, we investigated the hub genes. At last, data validation was performed to ensure the reliability of the hub genes. RESULTS: Between the UC group and normal group, 988 DEGs were investigated. The DEGs were clustered into 5 modules using WGCNA. These DEGs were mainly enriched in functions such as the immune response, the inflammatory response, and chemotaxis, and they were mainly enriched in KEGG pathways such as the cytokine-cytokine receptor interaction, chemokine signaling pathway, and complement and coagulation cascades. The hub genes, including dual oxidase maturation factor 2 (DUOXA2), serum amyloid A (SAA) 1 and SAA2, TNFAIP3-interacting protein 3 (TNIP3), C-X-C motif chemokine (CXCL1), solute carrier family 6 member 14 (SLC6A14), and complement decay-accelerating factor (CD antigen CD55), were revealed as potential tissue biomarkers for UC diagnosis or treatment. CONCLUSIONS: This study provides supportive evidence that DUOXA2, A-SAA, TNIP3, CXCL1, SLC6A14, and CD55 might be used as potential biomarkers for tissue biopsy of UC, especially SLC6A14 and DUOXA2, which may be new targets for UC gene therapy. Moreover, the DUOX2/DUOXA2 and CXCL1/CXCR2 pathways might play an important role in the progression of UC through the chemokine signaling pathway and inflammatory response.
claims array · 2 items
[0] object · 6 fields
id
claim-method
statement
GEO2R (http://www.ncbi.nlm.nih.gov/geo/geo2r/) is based on R that comes with the GEO databases, which was used to identify DEGs between UC and control samples.
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:32190668
locator
sections[4] "2.2. Data Preprocessing and DEG Analysis" paragraph 2
quote
GEO2R (http://www.ncbi.nlm.nih.gov/geo/geo2r/) is based on R that comes with the GEO databases, which was used to identify DEGs between UC and control samples.
state
complete
[1] object · 6 fields
id
claim-data-access
statement
The datasets analyzed during the current study are available in the GeneExpression Omnibus with the accession GSE87473 and GSE75214.
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:32190668
locator
sections[19] "Data Availability" paragraph 2
quote
The datasets analyzed during the current study are available in the GeneExpression Omnibus with the accession GSE87473 and GSE75214.
state
complete
gaps array · 0 items
experiment object · 8 fields
state
complete
objective
null
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:32190668
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:GSE75214
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:GSE75214
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 · 3 items
[0] object · 15 fields
id
source:pmid:32190668
role
manuscript
format
xml
media_type
application/xml
uri
https://doi.org/10.1155/2020/4921387
sha256
sha256:ce50e9030dc0016e8ab88a142e3dd21be531ebf247687990cdf06fc10e6ba065
bytes
17172
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
10.1155/2020/4921387
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
PMC7073481
source
europe_pmc_fulltext
coverage
whole_body_without_references
text_hash_scope
rendered_section_body
[1] object · 15 fields
id
data:geo:GSE75214
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=GSE75214
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE75214
version
null
note
The datasets analyzed during the current study are available in the GeneExpression Omnibus with the accession GSE87473 and GSE75214.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The datasets analyzed during the current study are available in the GeneExpression Omnibus with the accession GSE87473 and GSE75214.
access_statement_kind
data_availability_statement
sample_accessions array · 194 items
[0]
GSM1426071
[1]
GSM1426072
[2]
GSM1426073
[3]
GSM1426074
[4]
GSM1426075
[5]
GSM1426076
[6]
GSM1426077
[7]
GSM1426078
[8]
GSM1426079
[9]
GSM1426080
[10]
GSM1426081
[11]
GSM1426082
[12]
GSM1426083
[13]
GSM1426084
[14]
GSM1426085
[15]
GSM1426086
[16]
GSM1426087
[17]
GSM1426088
[18]
GSM1426089
[19]
GSM1426090
[20]
GSM1426091
[21]
GSM1426092
[22]
GSM1426093
[23]
GSM1426094
[24]
GSM1426095
[25]
GSM1426096
[26]
GSM1426097
[27]
GSM1426098
[28]
GSM1426099
[29]
GSM1426100
[30]
GSM1426101
[31]
GSM1426102
[32]
GSM1426103
[33]
GSM1426104
[34]
GSM1426105
[35]
GSM1426106
[36]
GSM1426107
[37]
GSM1426108
[38]
GSM1426109
[39]
GSM1426110
[40]
GSM1426111
[41]
GSM1426112
[42]
GSM1426113
[43]
GSM1426114
[44]
GSM1426115
[45]
GSM1426116
[46]
GSM1426117
[47]
GSM1426118
[48]
GSM1426119
[49]
GSM1426120
[50]
GSM1426121
[51]
GSM1426122
[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
[116]
GSM1945759
[117]
GSM1945760
[118]
GSM1945761
[119]
GSM1945762
[120]
GSM1945763
[121]
GSM1945764
[122]
GSM1945765
[123]
GSM1945766
[124]
GSM1945767
[125]
GSM1945768
[126]
GSM1945769
[127]
GSM1945770
[128]
GSM1945771
[129]
GSM1945772
[130]
GSM1945773
[131]
GSM1945774
[132]
GSM1945775
[133]
GSM1945776
[134]
GSM1945777
[135]
GSM1945778
[136]
GSM1945779
[137]
GSM1945780
[138]
GSM1945781
[139]
GSM1945782
[140]
GSM1945783
[141]
GSM1945784
[142]
GSM1945785
[143]
GSM1945786
[144]
GSM1945787
[145]
GSM1945788
[146]
GSM1945789
[147]
GSM1945790
[148]
GSM1945791
[149]
GSM1945792
[150]
GSM1945793
[151]
GSM1945794
[152]
GSM1945795
[153]
GSM1945796
[154]
GSM1945797
[155]
GSM1945798
[156]
GSM1945799
[157]
GSM1945800
[158]
GSM1945801
[159]
GSM1945802
[160]
GSM1945803
[161]
GSM1945804
[162]
GSM1945805
[163]
GSM1945806
[164]
GSM1945807
[165]
GSM1945808
[166]
GSM1945809
[167]
GSM1945810
[168]
GSM1945811
[169]
GSM1945812
[170]
GSM1945813
[171]
GSM1945814
[172]
GSM1945815
[173]
GSM1945816
[174]
GSM1945817
[175]
GSM1945818
[176]
GSM1945819
[177]
GSM1945820
[178]
GSM1945821
[179]
GSM1945822
[180]
GSM1945823
[181]
GSM1945824
[182]
GSM1945825
[183]
GSM1945826
[184]
GSM1945827
[185]
GSM1945828
[186]
GSM1945829
[187]
GSM1945830
[188]
GSM1945831
[189]
GSM1945832
[190]
GSM1945833
[191]
GSM1945834
[192]
GSM1945835
[193]
GSM1945836
sample_count
194
group_sizes
null
group_sizes_basis
null
platform
6244
taxon
Homo sapiens
title
Mucosal gene expression profiling in patients with inflammatory bowel disease study
resolution_checked_at
2026-11-01T15:39:55Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[2] object · 15 fields
id
data:geo:GSE87473
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=GSE87473
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE87473
version
null
note
The datasets analyzed during the current study are available in the GeneExpression Omnibus with the accession GSE87473 and GSE75214.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The datasets analyzed during the current study are available in the GeneExpression Omnibus with the accession GSE87473 and GSE75214.
access_statement_kind
data_availability_statement
sample_accessions array · 127 items
[0]
GSM2332079
[1]
GSM2332080
[2]
GSM2332081
[3]
GSM2332082
[4]
GSM2332083
[5]
GSM2332084
[6]
GSM2332085
[7]
GSM2332086
[8]
GSM2332087
[9]
GSM2332088
[10]
GSM2332089
[11]
GSM2332090
[12]
GSM2332091
[13]
GSM2332092
[14]
GSM2332093
[15]
GSM2332094
[16]
GSM2332095
[17]
GSM2332096
[18]
GSM2332097
[19]
GSM2332098
[20]
GSM2332099
[21]
GSM2332100
[22]
GSM2332101
[23]
GSM2332102
[24]
GSM2332103
[25]
GSM2332104
[26]
GSM2332105
[27]
GSM2332106
[28]
GSM2332107
[29]
GSM2332108
[30]
GSM2332109
[31]
GSM2332110
[32]
GSM2332111
[33]
GSM2332112
[34]
GSM2332113
[35]
GSM2332114
[36]
GSM2332115
[37]
GSM2332116
[38]
GSM2332117
[39]
GSM2332118
[40]
GSM2332119
[41]
GSM2332120
[42]
GSM2332121
[43]
GSM2332122
[44]
GSM2332123
[45]
GSM2332124
[46]
GSM2332125
[47]
GSM2332126
[48]
GSM2332127
[49]
GSM2332128
[50]
GSM2332129
[51]
GSM2332130
[52]
GSM2332131
[53]
GSM2332132
[54]
GSM2332133
[55]
GSM2332134
[56]
GSM2332135
[57]
GSM2332136
[58]
GSM2332137
[59]
GSM2332138
[60]
GSM2332139
[61]
GSM2332140
[62]
GSM2332141
[63]
GSM2332142
[64]
GSM2332143
[65]
GSM2332144
[66]
GSM2332145
[67]
GSM2332146
[68]
GSM2332147
[69]
GSM2332148
[70]
GSM2332149
[71]
GSM2332150
[72]
GSM2332151
[73]
GSM2332152
[74]
GSM2332153
[75]
GSM2332154
[76]
GSM2332155
[77]
GSM2332156
[78]
GSM2332157
[79]
GSM2332158
[80]
GSM2332159
[81]
GSM2332160
[82]
GSM2332161
[83]
GSM2332162
[84]
GSM2332163
[85]
GSM2332164
[86]
GSM2332165
[87]
GSM2332166
[88]
GSM2332167
[89]
GSM2332168
[90]
GSM2332169
[91]
GSM2332170
[92]
GSM2332171
[93]
GSM2332172
[94]
GSM2332173
[95]
GSM2332174
[96]
GSM2332175
[97]
GSM2332176
[98]
GSM2332177
[99]
GSM2332178
[100]
GSM2332179
[101]
GSM2332180
[102]
GSM2332181
[103]
GSM2332182
[104]
GSM2332183
[105]
GSM2332184
[106]
GSM2332185
[107]
GSM2332186
[108]
GSM2332187
[109]
GSM2332188
[110]
GSM2332189
[111]
GSM2332190
[112]
GSM2332191
[113]
GSM2332192
[114]
GSM2332193
[115]
GSM2332194
[116]
GSM2332195
[117]
GSM2332196
[118]
GSM2332197
[119]
GSM2332198
[120]
GSM2332199
[121]
GSM2332200
[122]
GSM2332201
[123]
GSM2332202
[124]
GSM2332203
[125]
GSM2332204
[126]
GSM2332205
sample_count
127
group_sizes
null
group_sizes_basis
null
platform
13158
taxon
Homo sapiens
title
Gene expression profiling of mucosal biopsies from pediatric or 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
gaps array · 4 items
[0]
asset:data:geo:GSE75214 not downloaded
[1]
asset:data:geo:GSE75214 licence not read
[2]
asset:data:geo:GSE87473 not downloaded
[3]
asset:data:geo:GSE87473 licence not read
analysis object · 4 fields
state
partial
methods array · 1 item
[0] object · 10 fields
id
method-1
family
null
specific
null
label
GEO2R
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
GEO2R (http://www.ncbi.nlm.nih.gov/geo/geo2r/) is based on R that comes with the GEO databases, which was used to identify DEGs between UC and control samples.
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
blocked
tier
R4
blocking_axis
method
blocked_on
method:not_determinable
axes object · 3 fields
method object · 5 fields
tier
R4
expressible
false
required_operations array · 0 items
missing_operations array · 0 items
basis
The reader quoted the method the paper names (GEO2R), but the corpus's method extractor could not map it onto a DSL operation, so the method is published but not expressible.
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]
GSE87473
[1]
GSE75214
resolved_accessions array · 2 items
[0]
GSE87473
[1]
GSE75214
statements array · 1 item
[0]
The datasets analyzed during the current study are available in the GeneExpression Omnibus with the accession GSE87473 and GSE75214.
basis
The paper names GSE87473, GSE75214 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 · 0 items
assets array · 2 items
[0]
source:pmid:32190668
[1]
data:geo:GSE75214
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:GSE75214
gaps array · 1 item
[0]
method:not_determinable
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
2026-10-31T18:18:44Z
independence
single_reader
evidence_check object · 2 fields
method
verbatim
availability
verbatim
calls
3
usage object · 3 fields
prompt_tokens
14682
completion_tokens
1028
cached_tokens
656
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:32190668
type
paper
label
pmid:32190668
[1] object · 3 fields
id
source:pmid:32190668
type
manuscript
label
PMID 32190668 full text
[2] object · 3 fields
id
data:geo:GSE75214
type
dataset
label
GEO GSE75214
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:32190668
type
paper
label
pmid:32190668
[1] object · 3 fields
id
source:pmid:32190668
type
manuscript
label
PMID 32190668 full text
[2] object · 3 fields
id
data:geo:GSE75214
type
dataset
label
GEO GSE75214
agent
agent:corpus-assay-engine
[1] object · 4 fields
id
activity-read-32190668
type
extraction
used array · 1 item
[0]
source:pmid:32190668
agent
agent:minimax-reader
[2] object · 4 fields
id
activity-resolve-GSE75214
type
accession_resolution
used array · 1 item
[0]
data:geo:GSE75214
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:32190668
parent_hash
sha256:b04b6704938440a4f3e0ed320997342144e11ff8191a8a905c9eb3fb183649f9
fork_of
null
gaps array · 9 items
[0]
asset:data:geo:GSE75214 licence not read
[1]
asset:data:geo:GSE75214 not downloaded
[2]
asset:data:geo:GSE87473 licence not read
[3]
asset:data:geo:GSE87473 not downloaded
[4]
execution.not_run
[5]
method.reader_named_unmapped
[6]
review.human_critique
[7]
review.independent_reader
[8]
review.machine_critique
Complete file
{"sci_version": "1.0", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:32190668", "kind": "science-record", "revision": 3, "content_hash": "sha256:b9d1a3dd27695f21c3bd4bad0ca063b234fea1e107e7d0373690dad07580a770", "created_at": "2026-11-01T15:40:58Z", "updated_at": "2026-11-01T21:23:01Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Investigation of Potential Genetic Biomarkers and Molecular Mechanism of Ulcerative Colitis Utilizing Bioinformatics Analysis.", "doi": "10.1155/2020/4921387", "pmid": "32190668", "authors": ["Jiaqi Zhang", "Xue Wang", "Lin Xu", "Zedan Zhang", "Fengyun Wang", "Xudong Tang"], "journal": "BioMed research international", "year": 2020, "abstract": "OBJECTIVES: To reveal the molecular mechanisms of ulcerative colitis (UC) and provide potential biomarkers for UC gene therapy.\nMETHODS: We downloaded the GSE87473 microarray dataset from the Gene Expression Omnibus (GEO) and identified the differentially expressed genes (DEGs) between UC samples and normal samples. Then, a module partition analysis was performed based on a weighted gene coexpression network analysis (WGCNA), followed by pathway and functional enrichment analyses. Furthermore, we investigated the hub genes. At last, data validation was performed to ensure the reliability of the hub genes.\nRESULTS: Between the UC group and normal group, 988 DEGs were investigated. The DEGs were clustered into 5 modules using WGCNA. These DEGs were mainly enriched in functions such as the immune response, the inflammatory response, and chemotaxis, and they were mainly enriched in KEGG pathways such as the cytokine-cytokine receptor interaction, chemokine signaling pathway, and complement and coagulation cascades. The hub genes, including dual oxidase maturation factor 2 (DUOXA2), serum amyloid A (SAA) 1 and SAA2, TNFAIP3-interacting protein 3 (TNIP3), C-X-C motif chemokine (CXCL1), solute carrier family 6 member 14 (SLC6A14), and complement decay-accelerating factor (CD antigen CD55), were revealed as potential tissue biomarkers for UC diagnosis or treatment.\nCONCLUSIONS: This study provides supportive evidence that DUOXA2, A-SAA, TNIP3, CXCL1, SLC6A14, and CD55 might be used as potential biomarkers for tissue biopsy of UC, especially SLC6A14 and DUOXA2, which may be new targets for UC gene therapy. Moreover, the DUOX2/DUOXA2 and CXCL1/CXCR2 pathways might play an important role in the progression of UC through the chemokine signaling pathway and inflammatory response.", "claims": [{"id": "claim-method", "statement": "GEO2R (http://www.ncbi.nlm.nih.gov/geo/geo2r/) is based on R that comes with the GEO databases, which was used to identify DEGs between UC and control samples.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:32190668", "locator": "sections[4] \"2.2. Data Preprocessing and DEG Analysis\" paragraph 2", "quote": "GEO2R (http://www.ncbi.nlm.nih.gov/geo/geo2r/) is based on R that comes with the GEO databases, which was used to identify DEGs between UC and control samples."}], "state": "complete"}, {"id": "claim-data-access", "statement": "The datasets analyzed during the current study are available in the GeneExpression Omnibus with the accession GSE87473 and GSE75214.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:32190668", "locator": "sections[19] \"Data Availability\" paragraph 2", "quote": "The datasets analyzed during the current study are available in the GeneExpression Omnibus with the accession GSE87473 and GSE75214."}], "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:32190668"], "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:GSE75214"], "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:GSE75214"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:32190668", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1155/2020/4921387", "sha256": "sha256:ce50e9030dc0016e8ab88a142e3dd21be531ebf247687990cdf06fc10e6ba065", "bytes": 17172, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.1155/2020/4921387", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC7073481", "source": "europe_pmc_fulltext", "coverage": "whole_body_without_references", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:GSE75214", "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=GSE75214", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE75214", "version": null, "note": "The datasets analyzed during the current study are available in the GeneExpression Omnibus with the accession GSE87473 and GSE75214.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The datasets analyzed during the current study are available in the GeneExpression Omnibus with the accession GSE87473 and GSE75214.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM1426071", "GSM1426072", "GSM1426073", "GSM1426074", "GSM1426075", "GSM1426076", "GSM1426077", "GSM1426078", "GSM1426079", "GSM1426080", "GSM1426081", "GSM1426082", "GSM1426083", "GSM1426084", "GSM1426085", "GSM1426086", "GSM1426087", "GSM1426088", "GSM1426089", "GSM1426090", "GSM1426091", "GSM1426092", "GSM1426093", "GSM1426094", "GSM1426095", "GSM1426096", "GSM1426097", "GSM1426098", "GSM1426099", "GSM1426100", "GSM1426101", "GSM1426102", "GSM1426103", "GSM1426104", "GSM1426105", "GSM1426106", "GSM1426107", "GSM1426108", "GSM1426109", "GSM1426110", "GSM1426111", "GSM1426112", "GSM1426113", "GSM1426114", "GSM1426115", "GSM1426116", "GSM1426117", "GSM1426118", "GSM1426119", "GSM1426120", "GSM1426121", "GSM1426122", "GSM1426123", "GSM1426124", "GSM1426125", "GSM1426126", "GSM1426127", "GSM1426128", "GSM1426129", "GSM1426130", "GSM1426131", "GSM1426132", "GSM1426133", "GSM1426134", "GSM1426135", "GSM1426136", "GSM1426137", "GSM1426138", "GSM1426139", "GSM1426140", "GSM1426141", "GSM1426142", "GSM1426143", "GSM1426144", "GSM1426145", "GSM1426146", "GSM1426147", "GSM1426148", "GSM1426149", "GSM1426150", "GSM1426151", "GSM1426152", "GSM1426153", "GSM1426154", "GSM1426155", "GSM1426156", "GSM1426157", "GSM1426158", "GSM1426159", "GSM1426160", "GSM1426161", "GSM1426162", "GSM1426163", "GSM1426164", "GSM1426165", "GSM1426166", "GSM1426167", "GSM1426168", "GSM1426169", "GSM1426170", "GSM1426171", "GSM1426172", "GSM1426173", "GSM1426174", "GSM1426175", "GSM1426176", "GSM1426177", "GSM1426178", "GSM1426179", "GSM1426180", "GSM1426181", "GSM1426182", "GSM1426183", "GSM1426184", "GSM1426185", "GSM1426186", "GSM1945759", "GSM1945760", "GSM1945761", "GSM1945762", "GSM1945763", "GSM1945764", "GSM1945765", "GSM1945766", "GSM1945767", "GSM1945768", "GSM1945769", "GSM1945770", "GSM1945771", "GSM1945772", "GSM1945773", "GSM1945774", "GSM1945775", "GSM1945776", "GSM1945777", "GSM1945778", "GSM1945779", "GSM1945780", "GSM1945781", "GSM1945782", "GSM1945783", "GSM1945784", "GSM1945785", "GSM1945786", "GSM1945787", "GSM1945788", "GSM1945789", "GSM1945790", "GSM1945791", "GSM1945792", "GSM1945793", "GSM1945794", "GSM1945795", "GSM1945796", "GSM1945797", "GSM1945798", "GSM1945799", "GSM1945800", "GSM1945801", "GSM1945802", "GSM1945803", "GSM1945804", "GSM1945805", "GSM1945806", "GSM1945807", "GSM1945808", "GSM1945809", "GSM1945810", "GSM1945811", "GSM1945812", "GSM1945813", "GSM1945814", "GSM1945815", "GSM1945816", "GSM1945817", "GSM1945818", "GSM1945819", "GSM1945820", "GSM1945821", "GSM1945822", "GSM1945823", "GSM1945824", "GSM1945825", "GSM1945826", "GSM1945827", "GSM1945828", "GSM1945829", "GSM1945830", "GSM1945831", "GSM1945832", "GSM1945833", "GSM1945834", "GSM1945835", "GSM1945836"], "sample_count": 194, "group_sizes": null, "group_sizes_basis": null, "platform": "6244", "taxon": "Homo sapiens", "title": "Mucosal gene expression profiling in patients with inflammatory bowel disease study", "resolution_checked_at": "2026-11-01T15:39:55Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "data:geo:GSE87473", "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=GSE87473", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE87473", "version": null, "note": "The datasets analyzed during the current study are available in the GeneExpression Omnibus with the accession GSE87473 and GSE75214.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The datasets analyzed during the current study are available in the GeneExpression Omnibus with the accession GSE87473 and GSE75214.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM2332079", "GSM2332080", "GSM2332081", "GSM2332082", "GSM2332083", "GSM2332084", "GSM2332085", "GSM2332086", "GSM2332087", "GSM2332088", "GSM2332089", "GSM2332090", "GSM2332091", "GSM2332092", "GSM2332093", "GSM2332094", "GSM2332095", "GSM2332096", "GSM2332097", "GSM2332098", "GSM2332099", "GSM2332100", "GSM2332101", "GSM2332102", "GSM2332103", "GSM2332104", "GSM2332105", "GSM2332106", "GSM2332107", "GSM2332108", "GSM2332109", "GSM2332110", "GSM2332111", "GSM2332112", "GSM2332113", "GSM2332114", "GSM2332115", "GSM2332116", "GSM2332117", "GSM2332118", "GSM2332119", "GSM2332120", "GSM2332121", "GSM2332122", "GSM2332123", "GSM2332124", "GSM2332125", "GSM2332126", "GSM2332127", "GSM2332128", "GSM2332129", "GSM2332130", "GSM2332131", "GSM2332132", "GSM2332133", "GSM2332134", "GSM2332135", "GSM2332136", "GSM2332137", "GSM2332138", "GSM2332139", "GSM2332140", "GSM2332141", "GSM2332142", "GSM2332143", "GSM2332144", "GSM2332145", "GSM2332146", "GSM2332147", "GSM2332148", "GSM2332149", "GSM2332150", "GSM2332151", "GSM2332152", "GSM2332153", "GSM2332154", "GSM2332155", "GSM2332156", "GSM2332157", "GSM2332158", "GSM2332159", "GSM2332160", "GSM2332161", "GSM2332162", "GSM2332163", "GSM2332164", "GSM2332165", "GSM2332166", "GSM2332167", "GSM2332168", "GSM2332169", "GSM2332170", "GSM2332171", "GSM2332172", "GSM2332173", "GSM2332174", "GSM2332175", "GSM2332176", "GSM2332177", "GSM2332178", "GSM2332179", "GSM2332180", "GSM2332181", "GSM2332182", "GSM2332183", "GSM2332184", "GSM2332185", "GSM2332186", "GSM2332187", "GSM2332188", "GSM2332189", "GSM2332190", "GSM2332191", "GSM2332192", "GSM2332193", "GSM2332194", "GSM2332195", "GSM2332196", "GSM2332197", "GSM2332198", "GSM2332199", "GSM2332200", "GSM2332201", "GSM2332202", "GSM2332203", "GSM2332204", "GSM2332205"], "sample_count": 127, "group_sizes": null, "group_sizes_basis": null, "platform": "13158", "taxon": "Homo sapiens", "title": "Gene expression profiling of mucosal biopsies from pediatric or 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}}], "gaps": ["asset:data:geo:GSE75214 not downloaded", "asset:data:geo:GSE75214 licence not read", "asset:data:geo:GSE87473 not downloaded", "asset:data:geo:GSE87473 licence not read"]}, "analysis": {"state": "partial", "methods": [{"id": "method-1", "family": null, "specific": null, "label": "GEO2R", "dsl_operations": [], "missing_operations": [], "expressible": null, "parameters": {}, "data_shapes": [], "evidence": {"score": 1.0, "band": "verbatim", "quote": "GEO2R (http://www.ncbi.nlm.nih.gov/geo/geo2r/) is based on R that comes with the GEO databases, which was used to identify DEGs between UC and control samples."}}], "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": "blocked", "tier": "R4", "blocking_axis": "method", "blocked_on": "method:not_determinable", "axes": {"method": {"tier": "R4", "expressible": false, "required_operations": [], "missing_operations": [], "basis": "The reader quoted the method the paper names (GEO2R), but the corpus's method extractor could not map it onto a DSL operation, so the method is published but not expressible."}, "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": ["GSE87473", "GSE75214"], "resolved_accessions": ["GSE87473", "GSE75214"], "statements": ["The datasets analyzed during the current study are available in the GeneExpression Omnibus with the accession GSE87473 and GSE75214."], "basis": "The paper names GSE87473, GSE75214 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": [], "assets": ["source:pmid:32190668", "data:geo:GSE75214"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:GSE75214"]}, "gaps": ["method:not_determinable"]}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-10-31T18:18:44Z", "independence": "single_reader"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 3, "usage": {"prompt_tokens": 14682, "completion_tokens": 1028, "cached_tokens": 656}}, "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:32190668", "type": "paper", "label": "pmid:32190668"}, {"id": "source:pmid:32190668", "type": "manuscript", "label": "PMID 32190668 full text"}, {"id": "data:geo:GSE75214", "type": "dataset", "label": "GEO GSE75214"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:32190668", "type": "paper", "label": "pmid:32190668"}, {"id": "source:pmid:32190668", "type": "manuscript", "label": "PMID 32190668 full text"}, {"id": "data:geo:GSE75214", "type": "dataset", "label": "GEO GSE75214"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-32190668", "type": "extraction", "used": ["source:pmid:32190668"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-GSE75214", "type": "accession_resolution", "used": ["data:geo:GSE75214"], "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:32190668", "parent_hash": "sha256:b04b6704938440a4f3e0ed320997342144e11ff8191a8a905c9eb3fb183649f9", "fork_of": null, "generation": 2}, "gaps": ["asset:data:geo:GSE75214 licence not read", "asset:data:geo:GSE75214 not downloaded", "asset:data:geo:GSE87473 licence not read", "asset:data:geo:GSE87473 not downloaded", "execution.not_run", "method.reader_named_unmapped", "review.human_critique", "review.independent_reader", "review.machine_critique"]}