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

pmid:36203795

Decoding competitive endogenous RNA regulatory network in postoperative cognitive dysfunction.

Wei Wang · Pengwei Huo · Lei Zhang · Gang Lv · Zhongyuan Xia

Frontiers in neuroscience · 2022 doi:10.3389/fnins.2022.972918

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:36203795
kind
science-record
content_hash
sha256:9bd6298fd918f2830ca92182f6dadda0e1a22e027916bff85cf864a03b3db4ba
schema
https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json
created_at
2026-11-01T18:15:31Z
updated_at
2026-11-01T21:29:06Z
generator object · 2 fields
name
corpus-assay-engine
run_id
reading-sci-2026-11-01
paper object · 10 fields
state
complete
title
Decoding competitive endogenous RNA regulatory network in postoperative cognitive dysfunction.
doi
10.3389/fnins.2022.972918
pmid
36203795
authors array · 5 items
[0]
Wei Wang
[1]
Pengwei Huo
[2]
Lei Zhang
[3]
Gang Lv
[4]
Zhongyuan Xia
journal
Frontiers in neuroscience
year
2022
abstract
Postoperative cognitive dysfunction (POCD) is a common postoperative neurological complication in elderly patients. Circular RNAs (circRNAs) are abundant in the mammalian brain and can probably regulate cognitive function. However, the competitive endogenous RNA (ceRNA) regulatory network in POCD remains illiterate. Transcriptomic signatures in the hippocampus of POCD mice derived from the Gene Expression Omnibus (GEO) dataset GSE190880, GSE95070, and GSE115440 were used to identify the circRNA, miRNA, and mRNA expression profiles of POCD mice compared with controls, respectively. A set of differentially expressed RNAs, including 119 circRNAs, 33 miRNAs, and 49 mRNAs were identified. Transcript validation showed the enhanced expression of circ_0001634, circ_0001345, and circ_0001493. A ceRNA regulatory network composed of three circRNAs, three miRNAs, and six mRNAs was established. The hub mRNAs in the ceRNA network were further found to be involved in the hormone catabolic process and regulation of canonical Wnt signaling pathway, revealing their crucial role in POCD. Finally, three miRNAs and four mRNAs were verified by qRT-PCR. These results based on bioinformatics and PCR array suggest that circ_0001634/miR-490-5p/Rbm47, circ_0001634/miR-490-5p/Sostdc1, circ_0001634/miR-7001-5p/Sostdc1, circ_0001345/miR-7001-5p/Sostdc1, and circ_0001493/miR-7001-5p/Sostdc1 may be novel diagnostic biomarkers and therapeutic targets for POCD.
claims array · 3 items
[0] object · 6 fields
id
claim-method
statement
Differentially expressed (DE) analysis between POCD and control hippocampus samples were performed using GEO2R (Barrett et al., 2013), an online program based on R language that can analyze any GEO series to compare two groups of data.
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:36203795
locator
sections[4] "Identification of the differentially expressed circular RNAs, microRNAs, and mRNAs" paragraph 2
quote
Differentially expressed (DE) analysis between POCD and control hippocampus samples were performed using GEO2R (Barrett et al., 2013), an online program based on R language that can analyze any GEO series to compare two groups of data.
state
complete
[1] object · 6 fields
id
claim-data-access
statement
The original contributions presented in this study are included in the article/Supplementary material, further inquiries can be directed to the corresponding author/s.
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:36203795
locator
sections[21] "Data availability statement" paragraph 2
quote
The original contributions presented in this study are included in the article/Supplementary material, further inquiries can be directed to the corresponding author/s.
state
complete
[2] object · 6 fields
id
claim-target-result
statement
The study identified 119 differentially expressed circRNAs, 33 miRNAs, and 49 mRNAs and proposed five circRNA-miRNA-mRNA axes as potential diagnostic biomarkers and therapeutic targets for POCD.
kind
qualitative
target
null
evidence array · 2 items
[0] object · 3 fields
asset
source:pmid:36203795
locator
sections[0] "Abstract" paragraph 1
quote
A set of differentially expressed RNAs, including 119 circRNAs, 33 miRNAs, and 49 mRNAs were identified.
[1] object · 3 fields
asset
source:pmid:36203795
locator
sections[0] "Abstract" paragraph 1
quote
These results based on bioinformatics and PCR array suggest that circ_0001634/miR-490-5p/Rbm47, circ_0001634/miR-490-5p/Sostdc1, circ_0001634/miR-7001-5p/Sostdc1, circ_0001345/miR-7001-5p/Sostdc1, and circ_0001493/miR-7001-5p/Sostdc1 may be novel diagnostic biomarkers and therapeutic targets for POCD.
state
complete
gaps array · 0 items
experiment object · 8 fields
state
complete
objective
The study identified 119 differentially expressed circRNAs, 33 miRNAs, and 49 mRNAs and proposed five circRNA-miRNA-mRNA axes as potential diagnostic biomarkers and therapeutic targets for POCD.
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:36203795
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:GSE115440
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:GSE115440
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:36203795
role
manuscript
format
xml
media_type
application/xml
uri
https://doi.org/10.3389/fnins.2022.972918
sha256
sha256:421a6b9e124f0b67819bd5f6f6c44c8f4b050232840af8d868d0a8e52fe71054
bytes
34153
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
10.3389/fnins.2022.972918
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
PMC9530360
source
europe_pmc_fulltext
coverage
whole_body_without_references
text_hash_scope
rendered_section_body
[1] object · 15 fields
id
data:geo:GSE115440
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=GSE115440
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE115440
version
null
note
The original contributions presented in this study are included in the article/Supplementary material, further inquiries can be directed to the corresponding author/s.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The original contributions presented in this study are included in the article/Supplementary material, further inquiries can be directed to the corresponding author/s.
access_statement_kind
data_availability_statement
sample_accessions array · 9 items
[0]
GSM3178275
[1]
GSM3178276
[2]
GSM3178277
[3]
GSM3178278
[4]
GSM3178279
[5]
GSM3178280
[6]
GSM3178281
[7]
GSM3178282
[8]
GSM3178283
sample_count
9
group_sizes
null
group_sizes_basis
null
platform
11533
taxon
Mus musculus
title
Maresin 1 attenuates neuroinflammation in a mouse model of perioperative neurocognitive disorders
resolution_checked_at
2026-11-01T18:46:34Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[2] object · 15 fields
id
data:geo:GSE190880
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=GSE190880
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE190880
version
null
note
The original contributions presented in this study are included in the article/Supplementary material, further inquiries can be directed to the corresponding author/s.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The original contributions presented in this study are included in the article/Supplementary material, further inquiries can be directed to the corresponding author/s.
access_statement_kind
data_availability_statement
sample_accessions array · 6 items
[0]
GSM5733239
[1]
GSM5733240
[2]
GSM5733241
[3]
GSM5733242
[4]
GSM5733243
[5]
GSM5733244
sample_count
6
group_sizes
null
group_sizes_basis
null
platform
21826
taxon
Mus musculus
title
Identification of the Potential Key circRNAs in Aged Mice With Postoperative Delirium
resolution_checked_at
2026-11-01T18:46:34Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[3] object · 15 fields
id
data:geo:GSE95070
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=GSE95070
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE95070
version
null
note
The original contributions presented in this study are included in the article/Supplementary material, further inquiries can be directed to the corresponding author/s.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The original contributions presented in this study are included in the article/Supplementary material, further inquiries can be directed to the corresponding author/s.
access_statement_kind
data_availability_statement
sample_accessions array · 10 items
[0]
GSM2495680
[1]
GSM2495681
[2]
GSM2495682
[3]
GSM2495683
[4]
GSM2495684
[5]
GSM2495685
[6]
GSM2495686
[7]
GSM2495687
[8]
GSM2495688
[9]
GSM2495689
sample_count
10
group_sizes
null
group_sizes_basis
null
platform
19117
taxon
synthetic construct; Mus musculus
title
Comprehensive analysis of differentially expressed miRNAs in aged mice presenting with postoperative cognitive dysfunction
resolution_checked_at
2026-11-01T18:46:34Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
gaps array · 6 items
[0]
asset:data:geo:GSE115440 not downloaded
[1]
asset:data:geo:GSE115440 licence not read
[2]
asset:data:geo:GSE190880 not downloaded
[3]
asset:data:geo:GSE190880 licence not read
[4]
asset:data:geo:GSE95070 not downloaded
[5]
asset:data:geo:GSE95070 licence not read
analysis object · 4 fields
state
partial
methods array · 2 items
[0] object · 10 fields
id
method-1
family
network_analysis
specific
pathway_enrichment
label
Network / pathway analysis
dsl_operations array · 1 item
[0]
pathway_enrich
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[0]
edge_list
evidence object · 3 fields
score
0.8
band
high
quote
pathway enrichment
[1] object · 10 fields
id
method-2
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
Differentially expressed (DE) analysis between POCD and control hippocampus samples were performed using GEO2R (Barrett et al., 2013), an online program based on R language that can analyze any GEO series to compare two groups of data.
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 · 1 item
[0]
pathway_enrich
missing_operations array · 0 items
basis
The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: pathway_enrichment.
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]
GSE190880
[1]
GSE95070
[2]
GSE115440
resolved_accessions array · 3 items
[0]
GSE190880
[1]
GSE95070
[2]
GSE115440
statements array · 1 item
[0]
The original contributions presented in this study are included in the article/Supplementary material, further inquiries can be directed to the corresponding author/s.
basis
The paper names GSE190880, GSE95070, GSE115440 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 · 1 item
[0]
pathway_enrich
assets array · 2 items
[0]
source:pmid:36203795
[1]
data:geo:GSE115440
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:GSE115440
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
2026-11-01T18:08:48Z
independence
single_reader
evidence_check object · 2 fields
method
verbatim
availability
verbatim
calls
5
usage object · 3 fields
prompt_tokens
10454
completion_tokens
1600
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:36203795
type
paper
label
pmid:36203795
[1] object · 3 fields
id
source:pmid:36203795
type
manuscript
label
PMID 36203795 full text
[2] object · 3 fields
id
data:geo:GSE115440
type
dataset
label
GEO GSE115440
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:36203795
type
paper
label
pmid:36203795
[1] object · 3 fields
id
source:pmid:36203795
type
manuscript
label
PMID 36203795 full text
[2] object · 3 fields
id
data:geo:GSE115440
type
dataset
label
GEO GSE115440
agent
agent:corpus-assay-engine
[1] object · 4 fields
id
activity-read-36203795
type
extraction
used array · 1 item
[0]
source:pmid:36203795
agent
agent:minimax-reader
[2] object · 4 fields
id
activity-resolve-GSE115440
type
accession_resolution
used array · 1 item
[0]
data:geo:GSE115440
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:36203795
parent_hash
sha256:248958a2cafa55834d438e208b8610026b0264c8653705da7ff2b6a2e163beb1
fork_of
null
gaps array · 11 items
[0]
asset:data:geo:GSE115440 licence not read
[1]
asset:data:geo:GSE115440 not downloaded
[2]
asset:data:geo:GSE190880 licence not read
[3]
asset:data:geo:GSE190880 not downloaded
[4]
asset:data:geo:GSE95070 licence not read
[5]
asset:data:geo:GSE95070 not downloaded
[6]
execution.not_run
[7]
method.reader_named_unmapped
[8]
review.human_critique
[9]
review.independent_reader
[10]
review.machine_critique
assays array · 2 items
[0] object · 11 fields
role
data_generation
definition_id
animal_model
definition_version
99e1195c7d6f
required_operations array · 0 items
support_state
partial
source_hashes object · 1 field
assay_lexicon
99e1195c7d6f
confidence
0.77
evidence array · 1 item
[0]
s a POCD model (Yang et al., 2019). Briefly, mice were exposed to 3% isoflurane for the anesthesia
order_basis
paper_text_order:2350
id
assay:1
[1] object · 11 fields
role
analysis
definition_id
network_analysis
definition_version
f2132e96ae6c7a4e
required_operations array · 1 item
[0]
pathway_enrich
support_state
supported
source_hashes object · 1 field
dsl_catalogue
f2132e96ae6c7a4e
evidence array · 1 item
[0]
pathway enrichment
order_basis
consumes_earlier_output
id
assay:2
Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:36203795", "kind": "science-record", "revision": 3, "content_hash": "sha256:9bd6298fd918f2830ca92182f6dadda0e1a22e027916bff85cf864a03b3db4ba", "created_at": "2026-11-01T18:15:31Z", "updated_at": "2026-11-01T21:29:06Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Decoding competitive endogenous RNA regulatory network in postoperative cognitive dysfunction.", "doi": "10.3389/fnins.2022.972918", "pmid": "36203795", "authors": ["Wei Wang", "Pengwei Huo", "Lei Zhang", "Gang Lv", "Zhongyuan Xia"], "journal": "Frontiers in neuroscience", "year": 2022, "abstract": "Postoperative cognitive dysfunction (POCD) is a common postoperative neurological complication in elderly patients. Circular RNAs (circRNAs) are abundant in the mammalian brain and can probably regulate cognitive function. However, the competitive endogenous RNA (ceRNA) regulatory network in POCD remains illiterate. Transcriptomic signatures in the hippocampus of POCD mice derived from the Gene Expression Omnibus (GEO) dataset GSE190880, GSE95070, and GSE115440 were used to identify the circRNA, miRNA, and mRNA expression profiles of POCD mice compared with controls, respectively. A set of differentially expressed RNAs, including 119 circRNAs, 33 miRNAs, and 49 mRNAs were identified. Transcript validation showed the enhanced expression of circ_0001634, circ_0001345, and circ_0001493. A ceRNA regulatory network composed of three circRNAs, three miRNAs, and six mRNAs was established. The hub mRNAs in the ceRNA network were further found to be involved in the hormone catabolic process and regulation of canonical Wnt signaling pathway, revealing their crucial role in POCD. Finally, three miRNAs and four mRNAs were verified by qRT-PCR. These results based on bioinformatics and PCR array suggest that circ_0001634/miR-490-5p/Rbm47, circ_0001634/miR-490-5p/Sostdc1, circ_0001634/miR-7001-5p/Sostdc1, circ_0001345/miR-7001-5p/Sostdc1, and circ_0001493/miR-7001-5p/Sostdc1 may be novel diagnostic biomarkers and therapeutic targets for POCD.", "claims": [{"id": "claim-method", "statement": "Differentially expressed (DE) analysis between POCD and control hippocampus samples were performed using GEO2R (Barrett et al., 2013), an online program based on R language that can analyze any GEO series to compare two groups of data.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:36203795", "locator": "sections[4] \"Identification of the differentially expressed circular RNAs, microRNAs, and mRNAs\" paragraph 2", "quote": "Differentially expressed (DE) analysis between POCD and control hippocampus samples were performed using GEO2R (Barrett et al., 2013), an online program based on R language that can analyze any GEO series to compare two groups of data."}], "state": "complete"}, {"id": "claim-data-access", "statement": "The original contributions presented in this study are included in the article/Supplementary material, further inquiries can be directed to the corresponding author/s.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:36203795", "locator": "sections[21] \"Data availability statement\" paragraph 2", "quote": "The original contributions presented in this study are included in the article/Supplementary material, further inquiries can be directed to the corresponding author/s."}], "state": "complete"}, {"id": "claim-target-result", "statement": "The study identified 119 differentially expressed circRNAs, 33 miRNAs, and 49 mRNAs and proposed five circRNA-miRNA-mRNA axes as potential diagnostic biomarkers and therapeutic targets for POCD.", "kind": "qualitative", "target": null, "evidence": [{"asset": "source:pmid:36203795", "locator": "sections[0] \"Abstract\" paragraph 1", "quote": "A set of differentially expressed RNAs, including 119 circRNAs, 33 miRNAs, and 49 mRNAs were identified."}, {"asset": "source:pmid:36203795", "locator": "sections[0] \"Abstract\" paragraph 1", "quote": "These results based on bioinformatics and PCR array suggest that circ_0001634/miR-490-5p/Rbm47, circ_0001634/miR-490-5p/Sostdc1, circ_0001634/miR-7001-5p/Sostdc1, circ_0001345/miR-7001-5p/Sostdc1, and circ_0001493/miR-7001-5p/Sostdc1 may be novel diagnostic biomarkers and therapeutic targets for POCD."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": "The study identified 119 differentially expressed circRNAs, 33 miRNAs, and 49 mRNAs and proposed five circRNA-miRNA-mRNA axes as potential diagnostic biomarkers and therapeutic targets for POCD.", "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:36203795"], "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:GSE115440"], "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:GSE115440"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:36203795", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.3389/fnins.2022.972918", "sha256": "sha256:421a6b9e124f0b67819bd5f6f6c44c8f4b050232840af8d868d0a8e52fe71054", "bytes": 34153, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.3389/fnins.2022.972918", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC9530360", "source": "europe_pmc_fulltext", "coverage": "whole_body_without_references", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:GSE115440", "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=GSE115440", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE115440", "version": null, "note": "The original contributions presented in this study are included in the article/Supplementary material, further inquiries can be directed to the corresponding author/s.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The original contributions presented in this study are included in the article/Supplementary material, further inquiries can be directed to the corresponding author/s.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM3178275", "GSM3178276", "GSM3178277", "GSM3178278", "GSM3178279", "GSM3178280", "GSM3178281", "GSM3178282", "GSM3178283"], "sample_count": 9, "group_sizes": null, "group_sizes_basis": null, "platform": "11533", "taxon": "Mus musculus", "title": "Maresin 1 attenuates neuroinflammation in a mouse model of perioperative neurocognitive disorders", "resolution_checked_at": "2026-11-01T18:46:34Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "data:geo:GSE190880", "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=GSE190880", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE190880", "version": null, "note": "The original contributions presented in this study are included in the article/Supplementary material, further inquiries can be directed to the corresponding author/s.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The original contributions presented in this study are included in the article/Supplementary material, further inquiries can be directed to the corresponding author/s.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM5733239", "GSM5733240", "GSM5733241", "GSM5733242", "GSM5733243", "GSM5733244"], "sample_count": 6, "group_sizes": null, "group_sizes_basis": null, "platform": "21826", "taxon": "Mus musculus", "title": "Identification of the Potential Key circRNAs in Aged Mice With Postoperative Delirium", "resolution_checked_at": "2026-11-01T18:46:34Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "data:geo:GSE95070", "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=GSE95070", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE95070", "version": null, "note": "The original contributions presented in this study are included in the article/Supplementary material, further inquiries can be directed to the corresponding author/s.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The original contributions presented in this study are included in the article/Supplementary material, further inquiries can be directed to the corresponding author/s.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM2495680", "GSM2495681", "GSM2495682", "GSM2495683", "GSM2495684", "GSM2495685", "GSM2495686", "GSM2495687", "GSM2495688", "GSM2495689"], "sample_count": 10, "group_sizes": null, "group_sizes_basis": null, "platform": "19117", "taxon": "synthetic construct; Mus musculus", "title": "Comprehensive analysis of differentially expressed  miRNAs  in aged mice presenting with postoperative cognitive dysfunction", "resolution_checked_at": "2026-11-01T18:46:34Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}], "gaps": ["asset:data:geo:GSE115440 not downloaded", "asset:data:geo:GSE115440 licence not read", "asset:data:geo:GSE190880 not downloaded", "asset:data:geo:GSE190880 licence not read", "asset:data:geo:GSE95070 not downloaded", "asset:data:geo:GSE95070 licence not read"]}, "analysis": {"state": "partial", "methods": [{"id": "method-1", "family": "network_analysis", "specific": "pathway_enrichment", "label": "Network / pathway analysis", "dsl_operations": ["pathway_enrich"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["edge_list"], "evidence": {"score": 0.8, "band": "high", "quote": "pathway enrichment"}}, {"id": "method-2", "family": null, "specific": null, "label": "GEO2R", "dsl_operations": [], "missing_operations": [], "expressible": null, "parameters": {}, "data_shapes": [], "evidence": {"score": 1.0, "band": "verbatim", "quote": "Differentially expressed (DE) analysis between POCD and control hippocampus samples were performed using GEO2R (Barrett et al., 2013), an online program based on R language that can analyze any GEO series to compare two groups of data."}}], "targets": [], "gaps": ["method.reader_named_unmapped"]}, "capability": {"state": "complete", "requirements": [{"capability_id": "capability:computational_analysis", "label": "Computational analysis platform", "assay_families": ["meta_analysis", "machine_learning", "survival_analysis", "statistical_regression", "pca", "molecular_docking", "network_analysis", "differential_expression", "gwas"], "availability_state": "owned", "tier_unlocked": "R1", "candidate": "Automated Assays Laravel application and simulated adapters"}], "gaps": []}, "readiness": {"state": "complete", "tier": "R1", "blocking_axis": "none", "blocked_on": "nothing:replicable_now", "axes": {"method": {"tier": "R1", "expressible": true, "required_operations": ["pathway_enrich"], "missing_operations": [], "basis": "The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: pathway_enrichment."}, "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": ["GSE190880", "GSE95070", "GSE115440"], "resolved_accessions": ["GSE190880", "GSE95070", "GSE115440"], "statements": ["The original contributions presented in this study are included in the article/Supplementary material, further inquiries can be directed to the corresponding author/s."], "basis": "The paper names GSE190880, GSE95070, GSE115440 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": ["pathway_enrich"], "assets": ["source:pmid:36203795", "data:geo:GSE115440"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:GSE115440"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-11-01T18:08:48Z", "independence": "single_reader"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 5, "usage": {"prompt_tokens": 10454, "completion_tokens": 1600, "cached_tokens": 256}}, "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:36203795", "type": "paper", "label": "pmid:36203795"}, {"id": "source:pmid:36203795", "type": "manuscript", "label": "PMID 36203795 full text"}, {"id": "data:geo:GSE115440", "type": "dataset", "label": "GEO GSE115440"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:36203795", "type": "paper", "label": "pmid:36203795"}, {"id": "source:pmid:36203795", "type": "manuscript", "label": "PMID 36203795 full text"}, {"id": "data:geo:GSE115440", "type": "dataset", "label": "GEO GSE115440"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-36203795", "type": "extraction", "used": ["source:pmid:36203795"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-GSE115440", "type": "accession_resolution", "used": ["data:geo:GSE115440"], "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:36203795", "parent_hash": "sha256:248958a2cafa55834d438e208b8610026b0264c8653705da7ff2b6a2e163beb1", "fork_of": null, "generation": 2}, "gaps": ["asset:data:geo:GSE115440 licence not read", "asset:data:geo:GSE115440 not downloaded", "asset:data:geo:GSE190880 licence not read", "asset:data:geo:GSE190880 not downloaded", "asset:data:geo:GSE95070 licence not read", "asset:data:geo:GSE95070 not downloaded", "execution.not_run", "method.reader_named_unmapped", "review.human_critique", "review.independent_reader", "review.machine_critique"], "assays": [{"role": "data_generation", "definition_id": "animal_model", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.77, "evidence": ["s a POCD model (Yang et al., 2019). Briefly, mice were exposed to 3% isoflurane for the anesthesia"], "order_basis": "paper_text_order:2350", "id": "assay:1"}, {"role": "analysis", "definition_id": "network_analysis", "definition_version": "f2132e96ae6c7a4e", "definition_digest": null, "required_operations": ["pathway_enrich"], "support_state": "supported", "source_hashes": {"dsl_catalogue": "f2132e96ae6c7a4e"}, "confidence": 0.8, "evidence": ["pathway enrichment"], "order_basis": "consumes_earlier_output", "id": "assay:2"}]}