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pmid:36468151

Low Expression of AGPAT5 Is Associated With Clinical Stage and Poor Prognosis in Colorectal Cancer and Contributes to Tumour Progression.

Jia Zang · Juanjuan Sun · WenChao Xiu · Xiaoshuang Liu · Yunsheng Chai · Yanyan Zhou

Clinical Medicine Insights. Oncology · 2022 doi:10.1177/11795549221137399

Paper

complete

Experiment

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Data

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Analysis

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Record details sci_version · id · kind · revision · content_hash · schema · created_at · updated_at · generator
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2026-11-01T19:00:57Z
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2026-11-01T22:08:15Z
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title
Low Expression of AGPAT5 Is Associated With Clinical Stage and Poor Prognosis in Colorectal Cancer and Contributes to Tumour Progression.
doi
10.1177/11795549221137399
pmid
36468151
authors array · 6 items
[0]
Jia Zang
[1]
Juanjuan Sun
[2]
WenChao Xiu
[3]
Xiaoshuang Liu
[4]
Yunsheng Chai
[5]
Yanyan Zhou
journal
Clinical Medicine Insights. Oncology
year
2022
abstract
Background: Colorectal cancer (CRC) has a high prevalence and poor prognosis. This study aimed to identify biomarkers related to the clinical stage (I-IV) of CRC. Methods: The LinkedOmics database was used as the discovery cohort, and two Gene Expression Omnibus (GEO) databases (GSE41258 and GSE422848) served as validation cohorts. The trend test of genes related to clinical stage (I-IV) of CRC patients was identified by the Jonckheere-Terpstra test. The cBioPortal database, Gene Expression Profiling Interactive Analysis (GEPIA) and PrognoScan databases were used to explore the expression change and prognostic value of clinical stage-related genes in CRC patients. CRC cells overexpressed AGPAT5 were constructed and used for cell counting kit-8 (CCK-8), flow cytometric, and wound healing assays in vitro. Results: We identified four clinical stage-related genes, GSR, AGPAT5, CRLF1, and NPR3, in CRC. The CNA frequencies of GSR, CRLF1, AGPAT5, and NPR3 occurred in 11%, 2.4%, 13%, and 3% of patients, respectively. The expression of GSR and AGPAT5 tended to decrease with CRC stage (I-IV) progression, and the expression of CRLF1 and NPR3 tended to increase with CRC stage (I-IV) progression. Compared with the normal group, AGPAT5 expression was markedly decreased in stage IV CRC. Higher GSR and AGPAT5 expression levels were associated with better overall survival (OS) and disease-free survival (DFS) in CRC patients. Lower CRLF1 and NPR3 expression levels were associated with better OS and DFS in CRC. GSR, CRLF1, AGPAT5, and NPR3 expression were related to CRC progression, microsatellite instability, and tumour purity in CRC. Furthermore, AGPAT5 was downregulated in CRC cell lines, and overexpression of AGPAT5 inhibited cell proliferation and migration and promoted cell apoptosis in CRC cells. Conclusion: Low AGPAT5 expression may serve as a poor prognostic factor and clinical stage biomarker in CRC. In addition, AGPAT5 acts as a tumour suppressor in CRC progression.
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The trend of genes related to clinical stage (I-IV) of CRC patients was identified by the JT test.
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Transcriptome data and clinical information of CRC patients could be downloaded from the TCGA data portal (http://cancergenome.nih.gov/).The original contributions presented in the study are included in the article, further inquiries can be directed to the corresponding authors.
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We identified four clinical stage-related genes, GSR, AGPAT5, CRLF1, and NPR3, in CRC.
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We identified four clinical stage-related genes, GSR, AGPAT5, CRLF1, and NPR3, in CRC.
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We identified four clinical stage-related genes, GSR, AGPAT5, CRLF1, and NPR3, in CRC.
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[34]
GSM1036941
[35]
GSM1036942
[36]
GSM1036943
[37]
GSM1036944
[38]
GSM1036945
[39]
GSM1036946
[40]
GSM1036947
[41]
GSM1036948
[42]
GSM1036949
[43]
GSM1036950
[44]
GSM1036951
[45]
GSM1036952
[46]
GSM1036953
[47]
GSM1036954
[48]
GSM1036955
[49]
GSM1036956
[50]
GSM1036957
[51]
GSM1036958
[52]
GSM1036959
[53]
GSM1036960
[54]
GSM1036961
[55]
GSM1036962
[56]
GSM1036963
[57]
GSM1036964
[58]
GSM1036965
[59]
GSM1036966
[60]
GSM1036967
[61]
GSM1036968
[62]
GSM1036969
[63]
GSM1036970
[64]
GSM1036971
[65]
GSM1036972
[66]
GSM1036973
[67]
GSM1036974
[68]
GSM1036975
[69]
GSM1036976
[70]
GSM1036977
[71]
GSM1036978
[72]
GSM1036979
[73]
GSM1036980
[74]
GSM1036981
[75]
GSM1036982
[76]
GSM1036983
[77]
GSM1036984
[78]
GSM1036985
[79]
GSM1036986
[80]
GSM1036987
[81]
GSM1036988
[82]
GSM1036989
[83]
GSM1036990
[84]
GSM1036991
[85]
GSM1036992
[86]
GSM1036993
[87]
GSM1036994
[88]
GSM1036995
[89]
GSM1036996
[90]
GSM1036997
[91]
GSM1036998
[92]
GSM1036999
[93]
GSM1037000
[94]
GSM1037001
[95]
GSM1037002
[96]
GSM1037003
[97]
GSM1037004
[98]
GSM1037005
[99]
GSM1037006
[100]
GSM1037007
[101]
GSM1037008
[102]
GSM1037009
[103]
GSM1037010
[104]
GSM1037011
[105]
GSM1037012
[106]
GSM1037013
[107]
GSM1037014
[108]
GSM1037015
[109]
GSM1037016
[110]
GSM1037017
[111]
GSM1037018
[112]
GSM1037019
[113]
GSM1037020
[114]
GSM1037021
[115]
GSM1037022
[116]
GSM1037023
[117]
GSM1037024
[118]
GSM1037025
[119]
GSM1037026
[120]
GSM1037027
[121]
GSM1037028
[122]
GSM1037029
[123]
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[124]
GSM1037031
[125]
GSM1037032
[126]
GSM1037033
[127]
GSM1037034
[128]
GSM1037035
[129]
GSM1037036
[130]
GSM1037037
[131]
GSM1037038
[132]
GSM1037039
[133]
GSM1037040
[134]
GSM1037041
[135]
GSM1037042
[136]
GSM1037043
[137]
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[138]
GSM1037045
[139]
GSM1037046
[140]
GSM1037047
[141]
GSM1037048
[142]
GSM1037049
[143]
GSM1037050
[144]
GSM1037051
[145]
GSM1037052
[146]
GSM1037053
[147]
GSM1037054
[148]
GSM1037055
[149]
GSM1037056
[150]
GSM1037057
[151]
GSM1037058
[152]
GSM1037059
[153]
GSM1037060
[154]
GSM1037061
[155]
GSM1037062
[156]
GSM1037063
[157]
GSM1037064
[158]
GSM1037065
[159]
GSM1037066
[160]
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[161]
GSM1037068
[162]
GSM1037069
[163]
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[164]
GSM1037071
[165]
GSM1037072
[166]
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[167]
GSM1037074
[168]
GSM1037075
[169]
GSM1037076
[170]
GSM1037077
[171]
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[172]
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[173]
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[174]
GSM1037081
[175]
GSM1037082
[176]
GSM1037083
[177]
GSM1037084
[178]
GSM1037085
[179]
GSM1037086
[180]
GSM1037087
[181]
GSM1037088
[182]
GSM1037089
[183]
GSM1037090
[184]
GSM1037091
[185]
GSM1037092
[186]
GSM1037093
[187]
GSM1037094
sample_count
188
group_sizes
null
group_sizes_basis
null
platform
16280
taxon
Homo sapiens
title
Full genome expression profiling of primary colorectal cancer (CRC)
resolution_checked_at
2026-11-01T15:39:54Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
gaps array · 4 items
[0]
asset:data:geo:GSE41258 not downloaded
[1]
asset:data:geo:GSE41258 licence not read
[2]
asset:data:geo:GSE42284 not downloaded
[3]
asset:data:geo:GSE42284 licence not read
analysis object · 4 fields
state
partial
methods array · 4 items
[0] object · 10 fields
id
method-1
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
analysis of variance
[1] object · 10 fields
id
method-2
family
survival_analysis
specific
kaplan_meier
label
Survival analysis
dsl_operations array · 1 item
[0]
survival_km
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[0]
time_to_event_with_censoring
evidence object · 3 fields
score
0.8
band
high
quote
Kaplan-Meier
[2] object · 10 fields
id
method-3
family
survival_analysis
specific
log_rank_test
label
Survival analysis
dsl_operations array · 1 item
[0]
logrank_test
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[0]
time_to_event_with_censoring
evidence object · 3 fields
score
0.8
band
high
quote
log-rank
[3] object · 10 fields
id
method-4
family
null
specific
null
label
Jonckheere-Terpstra (JT) test
dsl_operations array · 0 items
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 0 items
evidence object · 3 fields
score
1
band
verbatim
quote
The trend of genes related to clinical stage (I-IV) of CRC patients was identified by the JT test.
targets array · 0 items
gaps array · 1 item
[0]
method.reader_named_unmapped
capability object · 3 fields
state
complete
requirements array · 1 item
[0] object · 6 fields
capability_id
capability:computational_analysis
label
Computational analysis platform
assay_families array · 9 items
[0]
meta_analysis
[1]
machine_learning
[2]
survival_analysis
[3]
statistical_regression
[4]
pca
[5]
molecular_docking
[6]
network_analysis
[7]
differential_expression
[8]
gwas
candidate
Automated Assays Laravel application and simulated adapters
gaps array · 0 items
readiness object · 8 fields
state
complete
tier
R1
blocked_on
nothing:replicable_now
axes object · 3 fields
method object · 5 fields
tier
R1
expressible
true
required_operations array · 4 items
[0]
group_summary
[1]
welch_t
[2]
bootstrap_mean_difference
[3]
group_comparison_anova
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: anova.
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]
GSE41258
[1]
GSE42284
resolved_accessions array · 2 items
[0]
GSE41258
[1]
GSE42284
statements array · 1 item
[0]
Transcriptome data and clinical information of CRC patients could be downloaded from the TCGA data portal (http://cancergenome.nih.gov/).The original contributions presented in the study are included in the article, further inquiries can be directed to the corresponding authors.
basis
The paper names GSE41258, GSE42284 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 · 4 items
[0]
group_summary
[1]
welch_t
[2]
bootstrap_mean_difference
[3]
group_comparison_anova
assets array · 2 items
[0]
source:pmid:36468151
[1]
data:geo:GSE41258
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:GSE41258
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
2026-11-01T18:18:33Z
independence
single_reader
evidence_check object · 2 fields
method
verbatim
availability
verbatim
calls
5
usage object · 3 fields
prompt_tokens
9991
completion_tokens
2354
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:36468151
type
paper
label
pmid:36468151
[1] object · 3 fields
id
source:pmid:36468151
type
manuscript
label
PMID 36468151 full text
[2] object · 3 fields
id
data:geo:GSE41258
type
dataset
label
GEO GSE41258
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:36468151
type
paper
label
pmid:36468151
[1] object · 3 fields
id
source:pmid:36468151
type
manuscript
label
PMID 36468151 full text
[2] object · 3 fields
id
data:geo:GSE41258
type
dataset
label
GEO GSE41258
agent
agent:corpus-assay-engine
[1] object · 4 fields
id
activity-read-36468151
type
extraction
used array · 1 item
[0]
source:pmid:36468151
agent
agent:minimax-reader
[2] object · 4 fields
id
activity-resolve-GSE41258
type
accession_resolution
used array · 1 item
[0]
data:geo:GSE41258
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:36468151
parent_hash
sha256:12ef37bd8b75da3a838b2e2cd09b55ddb621af5ef0a6b0883cc6905583132fce
fork_of
null
gaps array · 9 items
[0]
asset:data:geo:GSE41258 licence not read
[1]
asset:data:geo:GSE41258 not downloaded
[2]
asset:data:geo:GSE42284 licence not read
[3]
asset:data:geo:GSE42284 not downloaded
[4]
execution.not_run
[5]
method.reader_named_unmapped
[6]
review.human_critique
[7]
review.independent_reader
[8]
review.machine_critique
assays array · 4 items
[0] object · 11 fields
role
data_generation
definition_id
apoptosis_assay
definition_version
99e1195c7d6f
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partial
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assay_lexicon
99e1195c7d6f
confidence
0.99
evidence array · 2 items
[0]
roliferation and migration and promoted cell apoptosis in CRC cells. Conclusion: Low AGPAT5 express
[1]
onstructed and used for cell counting kit-8 (CCK-8), flow cytometric, and wound healing assays
order_basis
paper_text_order:848
id
assay:1
[1] 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
0.93
evidence array · 1 item
[0]
ed and used for cell counting kit-8 (CCK-8), flow cytometric, and wound healing assays in vitro. Results:
order_basis
paper_text_order:856
id
assay:2
[2] object · 11 fields
role
data_generation
definition_id
cell_culture
definition_version
99e1195c7d6f
required_operations array · 0 items
support_state
partial
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assay_lexicon
99e1195c7d6f
confidence
0.77
evidence array · 1 item
[0]
on (ATCC, Manassas, VA, USA). The cells were cultured in Roswell Park Memorial Institute-1640 medium
order_basis
paper_text_order:3360
id
assay:3
[3] object · 11 fields
role
analysis
definition_id
group_comparison
definition_version
f2132e96ae6c7a4e
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[0]
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[1]
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[2]
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[3]
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supported
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dsl_catalogue
f2132e96ae6c7a4e
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Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:36468151", "kind": "science-record", "revision": 3, "content_hash": "sha256:d144ded336022d1a928d6d101a398103d3e394ff8895b64c60ab5650f64e6b15", "created_at": "2026-11-01T19:00:57Z", "updated_at": "2026-11-01T22:08:15Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Low Expression of AGPAT5 Is Associated With Clinical Stage and Poor Prognosis in Colorectal Cancer and Contributes to Tumour Progression.", "doi": "10.1177/11795549221137399", "pmid": "36468151", "authors": ["Jia Zang", "Juanjuan Sun", "WenChao Xiu", "Xiaoshuang Liu", "Yunsheng Chai", "Yanyan Zhou"], "journal": "Clinical Medicine Insights. Oncology", "year": 2022, "abstract": "Background: Colorectal cancer (CRC) has a high prevalence and poor prognosis. This study aimed to identify biomarkers related to the clinical stage (I-IV) of CRC.\nMethods: The LinkedOmics database was used as the discovery cohort, and two Gene Expression Omnibus (GEO) databases (GSE41258 and GSE422848) served as validation cohorts. The trend test of genes related to clinical stage (I-IV) of CRC patients was identified by the Jonckheere-Terpstra test. The cBioPortal database, Gene Expression Profiling Interactive Analysis (GEPIA) and PrognoScan databases were used to explore the expression change and prognostic value of clinical stage-related genes in CRC patients. CRC cells overexpressed AGPAT5 were constructed and used for cell counting kit-8 (CCK-8), flow cytometric, and wound healing assays in vitro.\nResults: We identified four clinical stage-related genes, GSR, AGPAT5, CRLF1, and NPR3, in CRC. The CNA frequencies of GSR, CRLF1, AGPAT5, and NPR3 occurred in 11%, 2.4%, 13%, and 3% of patients, respectively. The expression of GSR and AGPAT5 tended to decrease with CRC stage (I-IV) progression, and the expression of CRLF1 and NPR3 tended to increase with CRC stage (I-IV) progression. Compared with the normal group, AGPAT5 expression was markedly decreased in stage IV CRC. Higher GSR and AGPAT5 expression levels were associated with better overall survival (OS) and disease-free survival (DFS) in CRC patients. Lower CRLF1 and NPR3 expression levels were associated with better OS and DFS in CRC. GSR, CRLF1, AGPAT5, and NPR3 expression were related to CRC progression, microsatellite instability, and tumour purity in CRC. Furthermore, AGPAT5 was downregulated in CRC cell lines, and overexpression of AGPAT5 inhibited cell proliferation and migration and promoted cell apoptosis in CRC cells.\nConclusion: Low AGPAT5 expression may serve as a poor prognostic factor and clinical stage biomarker in CRC. In addition, AGPAT5 acts as a tumour suppressor in CRC progression.", "claims": [{"id": "claim-method", "statement": "The trend of genes related to clinical stage (I-IV) of CRC patients was identified by the JT test.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:36468151", "locator": "sections[16] \"Identification of clinical stage-related genes in TCGA COADREAD\" paragraph 2", "quote": "The trend of genes related to clinical stage (I-IV) of CRC patients was identified by the JT test."}], "state": "complete"}, {"id": "claim-data-access", "statement": "Transcriptome data and clinical information of CRC patients could be downloaded from the TCGA data portal (http://cancergenome.nih.gov/).The original contributions presented in the study are included in the article, further inquiries can be directed to the corresponding authors.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:36468151", "locator": "sections[25] \"fn-group\" paragraph 1", "quote": "Transcriptome data and clinical information of CRC patients could be downloaded from the TCGA data portal (http://cancergenome.nih.gov/).The original contributions presented in the study are included in the article, further inquiries can be directed to the corresponding authors."}], "state": "complete"}, {"id": "claim-target-result", "statement": "We identified four clinical stage-related genes, GSR, AGPAT5, CRLF1, and NPR3, in CRC.", "kind": "qualitative", "target": null, "evidence": [{"asset": "source:pmid:36468151", "locator": "sections[0] \"Abstract\" paragraph 3", "quote": "We identified four clinical stage-related genes, GSR, AGPAT5, CRLF1, and NPR3, in CRC."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": "We identified four clinical stage-related genes, GSR, AGPAT5, CRLF1, and NPR3, in CRC.", "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:36468151"], "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:GSE41258"], "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:GSE41258"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:36468151", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1177/11795549221137399", "sha256": 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