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

pmid:35802304

MiR-487b suppressed inflammation and neuronal apoptosis in spinal cord injury by targeted Ifitm3.

Dake Tong · Yanyin Zhao · Yang Tang · Jie Ma · Miao Wang · Bo Li · Zhiwei Wang · Cheng Li

Metabolic brain disease · 2022 doi:10.1007/s11011-022-01015-3

Paper

complete

Experiment

complete

Data

partial

Analysis

complete

Execution

absent

Execution evidence has not yet been added to this .science file. Explore its methods, data and open questions to plan the next step.
Record details sci_version · id · kind · revision · content_hash · schema · created_at · updated_at · generator
id
pmid:35802304
kind
science-record
content_hash
sha256:5d11f8bb8d321645a8d321b0ed32c51fedf5ede84811d1c60f901a59b1e16561
schema
https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json
created_at
2026-11-01T18:14:51Z
updated_at
2026-11-01T22:49:30Z
generator object · 2 fields
name
corpus-assay-engine
run_id
reading-sci-2026-11-01
paper object · 10 fields
state
complete
title
MiR-487b suppressed inflammation and neuronal apoptosis in spinal cord injury by targeted Ifitm3.
doi
10.1007/s11011-022-01015-3
pmid
35802304
authors array · 8 items
[0]
Dake Tong
[1]
Yanyin Zhao
[2]
Yang Tang
[3]
Jie Ma
[4]
Miao Wang
[5]
Bo Li
[6]
Zhiwei Wang
[7]
Cheng Li
journal
Metabolic brain disease
year
2022
abstract
Spinal cord injury (SCI) was a serious nerve injury, which involves complex genetic changes. This paper was intended to investigate the function and mechanism of differentially expressed genes in SCI. The three datasets GSE92657, GSE93561 and GSE189070 of SCI from GEO database were used to identify differentially expressed genes (DEGs). We identified the common DEGs in the three datasets GSE92657, GSE93561 and GSE189070 of SCI from GEO database. Next, a protein-protein interaction (PPI) network of DEGs was constructed. Subsequently, the Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis showed that DEGs were significantly enriched in immune response, inflammatory response. The expression level of immune-related genes (Arg1, Ccl12, Ccl2, Ifitm2, Ifitm3, and et al.) at different time points of SCI were analyzed in GSE189070 dataset. Next, differentially expressed miRNAs (DE-miRNAs) were identified in SCI compared with normal based on GSE158194 database. DE-miRNA and targeted immune-related genes were predicted by miRwalk, including miR-487b-5p targeted Ifitm3, miR-3072-5p targeted Ccl3, and et al. What's more, the miR-487b was identified and verified to be down-regulated in Lipopolysaccharide (LPS)-induced BV-2 cell model. Further, the miR-487b inhibited cell inflammation and apoptosis in LPS-induced BV2 cell by targeted Ifitm3. For the first time, our results revealed that miR-487b may play an important regulatory role in SCI by targeted Ifitm3 and provide further evidence for SCI research.
claims array · 3 items
[0] object · 6 fields
id
claim-method
statement
We carried out GEO2R which is an interactive web tool that could be used to identify DEGs. After the RNA-seq data of SCI and the sham operation groups normalized, the differential expression of mRNA (DE-mRNAs) or miRNAs (DE-miRNAs) were analyzed using the R package DEseq2, which with the threshold of adjusted P-value < 0.05 and fold change ≥ 2.
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:35802304
locator
sections[4] "Identification of DEGs" paragraph 2
quote
We carried out GEO2R which is an interactive web tool that could be used to identify DEGs. After the RNA-seq data of SCI and the sham operation groups normalized, the differential expression of mRNA (DE-mRNAs) or miRNAs (DE-miRNAs) were analyzed using the R package DEseq2, which with the threshold of adjusted P-value < 0.05 and fold change ≥ 2.
state
complete
[1] object · 6 fields
id
claim-data-access
statement
The datasets used and analyzed during the current study are available from the corresponding author on reasonable request. The data used in this study can be found in GEO database, including GSE92657, GSE93561 and GSE189070 of SCI.
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:35802304
locator
sections[24] "Data availability" paragraph 2
quote
The datasets used and analyzed during the current study are available from the corresponding author on reasonable request. The data used in this study can be found in GEO database, including GSE92657, GSE93561 and GSE189070 of SCI.
state
complete
[2] object · 6 fields
id
claim-target-result
statement
The miR-487b reduced LPS-induced BV2 cell inflammation and apoptosis by targeting Ifitm3.
kind
qualitative
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:35802304
locator
sections[0] "Abstract" paragraph 1
quote
Further, the miR-487b inhibited cell inflammation and apoptosis in LPS-induced BV2 cell by targeted Ifitm3.
state
complete
gaps array · 0 items
experiment object · 8 fields
state
complete
objective
The miR-487b reduced LPS-induced BV2 cell inflammation and apoptosis by targeting Ifitm3.
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:35802304
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:GSE158194
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:GSE158194
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 · 5 items
[0] object · 15 fields
id
source:pmid:35802304
role
manuscript
format
xml
media_type
application/xml
uri
https://doi.org/10.1007/s11011-022-01015-3
sha256
sha256:46278a81b0b3a3c5d32d2a381467dfab9142f4179976adf16d97a2da07a44267
bytes
33404
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
10.1007/s11011-022-01015-3
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
PMC9581865
source
europe_pmc_fulltext
coverage
whole_body
text_hash_scope
rendered_section_body
[1] object · 15 fields
id
data:geo:GSE158194
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=GSE158194
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE158194
version
null
note
The datasets used and analyzed during the current study are available from the corresponding author on reasonable request. The data used in this study can be found in GEO database, including GSE92657, GSE93561 and GSE189070 of SCI.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The datasets used and analyzed during the current study are available from the corresponding author on reasonable request. The data used in this study can be found in GEO database, including GSE92657, GSE93561 and GSE189070 of SCI.
access_statement_kind
data_availability_statement
sample_accessions array · 6 items
[0]
GSM4795053
[1]
GSM4795054
[2]
GSM4795055
[3]
GSM4795056
[4]
GSM4795057
[5]
GSM4795058
sample_count
6
group_sizes
null
group_sizes_basis
null
platform
17021
taxon
Mus musculus
title
Identification of miRNA expression profiles following traumatic spinal cord injury by high-throughput sequence analysis [miRNA]
resolution_checked_at
2026-11-01T18:06:43Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[2] object · 15 fields
id
data:geo:GSE189070
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=GSE189070
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE189070
version
null
note
The datasets used and analyzed during the current study are available from the corresponding author on reasonable request. The data used in this study can be found in GEO database, including GSE92657, GSE93561 and GSE189070 of SCI.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The datasets used and analyzed during the current study are available from the corresponding author on reasonable request. The data used in this study can be found in GEO database, including GSE92657, GSE93561 and GSE189070 of SCI.
access_statement_kind
data_availability_statement
sample_accessions array · 8 items
[0]
GSM5694211
[1]
GSM5694212
[2]
GSM5694213
[3]
GSM5694214
[4]
GSM5694215
[5]
GSM5694216
[6]
GSM5694217
[7]
GSM5694218
sample_count
8
group_sizes
null
group_sizes_basis
null
platform
24247
taxon
Mus musculus
title
Heterogeneity analysis of astrocytes following spinal cord injury at single-cell resolution
resolution_checked_at
2026-11-01T18:06:43Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[3] object · 15 fields
id
data:geo:GSE92657
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=GSE92657
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE92657
version
null
note
The datasets used and analyzed during the current study are available from the corresponding author on reasonable request. The data used in this study can be found in GEO database, including GSE92657, GSE93561 and GSE189070 of SCI.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The datasets used and analyzed during the current study are available from the corresponding author on reasonable request. The data used in this study can be found in GEO database, including GSE92657, GSE93561 and GSE189070 of SCI.
access_statement_kind
data_availability_statement
sample_accessions array · 12 items
[0]
GSM2434106
[1]
GSM2434107
[2]
GSM2434108
[3]
GSM2434109
[4]
GSM2434110
[5]
GSM2434111
[6]
GSM2434112
[7]
GSM2434113
[8]
GSM2434114
[9]
GSM2434115
[10]
GSM2434116
[11]
GSM2434117
sample_count
12
group_sizes
null
group_sizes_basis
null
platform
8321
taxon
Mus musculus
title
Post-transcriptional regulation of adult CNS axonal regeneration by Cpeb1
resolution_checked_at
2026-11-01T18:06:44Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[4] object · 15 fields
id
data:geo:GSE93561
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=GSE93561
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE93561
version
null
note
The datasets used and analyzed during the current study are available from the corresponding author on reasonable request. The data used in this study can be found in GEO database, including GSE92657, GSE93561 and GSE189070 of SCI.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The datasets used and analyzed during the current study are available from the corresponding author on reasonable request. The data used in this study can be found in GEO database, including GSE92657, GSE93561 and GSE189070 of SCI.
access_statement_kind
data_availability_statement
sample_accessions array · 12 items
[0]
GSM2454718
[1]
GSM2454719
[2]
GSM2454720
[3]
GSM2454721
[4]
GSM2454722
[5]
GSM2454723
[6]
GSM2454724
[7]
GSM2454725
[8]
GSM2454726
[9]
GSM2454727
[10]
GSM2454728
[11]
GSM2454729
sample_count
12
group_sizes
null
group_sizes_basis
null
platform
1261
taxon
Mus musculus
title
Enhanced functional recovery from spinal cord injury in aged mice after stem cell transplantation through HGF induction
resolution_checked_at
2026-11-01T18:06:44Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
gaps array · 8 items
[0]
asset:data:geo:GSE158194 not downloaded
[1]
asset:data:geo:GSE158194 licence not read
[2]
asset:data:geo:GSE189070 not downloaded
[3]
asset:data:geo:GSE189070 licence not read
[4]
asset:data:geo:GSE92657 not downloaded
[5]
asset:data:geo:GSE92657 licence not read
[6]
asset:data:geo:GSE93561 not downloaded
[7]
asset:data:geo:GSE93561 licence not read
analysis object · 4 fields
state
complete
methods array · 2 items
[0] object · 10 fields
id
method-1
family
differential_expression
specific
deseq2
label
Differential expression analysis
dsl_operations array · 3 items
[0]
normalise_counts
[1]
differential_expression_fit
[2]
fdr_bh
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[0]
count_matrix_with_condition
evidence object · 3 fields
score
1
band
verbatim
quote
We carried out GEO2R which is an interactive web tool that could be used to identify DEGs. After the RNA-seq data of SCI and the sham operation groups normalized, the differential expression of mRNA (DE-mRNAs) or miRNAs (DE-miRNAs) were analyzed using the R package DEseq2, which with the threshold of adjusted P-value < 0.05 and fold change ≥ 2.
[1] object · 10 fields
id
method-2
family
network_analysis
specific
ppi_network
label
Network / pathway analysis
dsl_operations array · 3 items
[0]
build_graph
[1]
centrality_scores
[2]
pathway_enrich
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[0]
edge_list
evidence object · 3 fields
score
0.7
band
medium
quote
protein-protein interaction
targets array · 0 items
gaps array · 0 items
capability object · 3 fields
state
complete
requirements array · 1 item
[0] object · 6 fields
capability_id
capability:computational_analysis
label
Computational analysis platform
assay_families array · 9 items
[0]
meta_analysis
[1]
machine_learning
[2]
survival_analysis
[3]
statistical_regression
[4]
pca
[5]
molecular_docking
[6]
network_analysis
[7]
differential_expression
[8]
gwas
candidate
Automated Assays Laravel application and simulated adapters
gaps array · 0 items
readiness object · 8 fields
state
complete
tier
R1
blocked_on
nothing:replicable_now
axes object · 3 fields
method object · 5 fields
tier
R1
expressible
true
required_operations array · 3 items
[0]
normalise_counts
[1]
differential_expression_fit
[2]
fdr_bh
missing_operations array · 0 items
basis
The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: deseq2.
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 · 4 items
[0]
GSE92657
[1]
GSE93561
[2]
GSE189070
[3]
GSE158194
resolved_accessions array · 4 items
[0]
GSE92657
[1]
GSE93561
[2]
GSE189070
[3]
GSE158194
statements array · 1 item
[0]
The datasets used and analyzed during the current study are available from the corresponding author on reasonable request. The data used in this study can be found in GEO database, including GSE92657, GSE93561 and GSE189070 of SCI.
basis
The paper names GSE92657, GSE93561, GSE189070, GSE158194 in GEO and the accession resolves in the repository. No dataset was downloaded and no licence was read.
can_run object · 3 fields
dsl_operations array · 3 items
[0]
normalise_counts
[1]
differential_expression_fit
[2]
fdr_bh
assets array · 2 items
[0]
source:pmid:35802304
[1]
data:geo:GSE158194
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:GSE158194
gaps array · 0 items
review object · 5 fields
state
partial
machine_critique object · 5 fields
kind
extraction_review
reader object · 5 fields
model
MiniMax-M3.1-Flash
provider
minimax
provider_family
minimax
read_at
2026-11-01T17:54:23Z
independence
single_reader
evidence_check object · 2 fields
method
verbatim
availability
verbatim
calls
5
usage object · 3 fields
prompt_tokens
10852
completion_tokens
1762
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:35802304
type
paper
label
pmid:35802304
[1] object · 3 fields
id
source:pmid:35802304
type
manuscript
label
PMID 35802304 full text
[2] object · 3 fields
id
data:geo:GSE158194
type
dataset
label
GEO GSE158194
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:35802304
type
paper
label
pmid:35802304
[1] object · 3 fields
id
source:pmid:35802304
type
manuscript
label
PMID 35802304 full text
[2] object · 3 fields
id
data:geo:GSE158194
type
dataset
label
GEO GSE158194
agent
agent:corpus-assay-engine
[1] object · 4 fields
id
activity-read-35802304
type
extraction
used array · 1 item
[0]
source:pmid:35802304
agent
agent:minimax-reader
[2] object · 4 fields
id
activity-resolve-GSE158194
type
accession_resolution
used array · 1 item
[0]
data:geo:GSE158194
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:35802304
parent_hash
sha256:e8dc50c37aee5a4f4ace1bdad2deb81fcfe802c7442b0dcde6ed2a729446a58a
fork_of
null
gaps array · 12 items
[0]
asset:data:geo:GSE158194 licence not read
[1]
asset:data:geo:GSE158194 not downloaded
[2]
asset:data:geo:GSE189070 licence not read
[3]
asset:data:geo:GSE189070 not downloaded
[4]
asset:data:geo:GSE92657 licence not read
[5]
asset:data:geo:GSE92657 not downloaded
[6]
asset:data:geo:GSE93561 licence not read
[7]
asset:data:geo:GSE93561 not downloaded
[8]
execution.not_run
[9]
review.human_critique
[10]
review.independent_reader
[11]
review.machine_critique
assays array · 3 items
[0] object · 11 fields
role
data_generation
definition_id
apoptosis_assay
definition_version
99e1195c7d6f
required_operations array · 0 items
support_state
partial
source_hashes object · 1 field
assay_lexicon
99e1195c7d6f
confidence
0.93
evidence array · 2 items
[0]
iR-487b suppressed inflammation and neuronal apoptosis in spinal cord injury by targeted Ifitm3.
[1]
the miR-487b inhibited cell inflammation and apoptosis in LPS-induced BV2 cell by targeted Ifitm3.
order_basis
paper_text_order:1
id
assay:1
[1] object · 11 fields
role
data_generation
definition_id
cell_culture
definition_version
99e1195c7d6f
required_operations array · 0 items
support_state
partial
source_hashes object · 1 field
assay_lexicon
99e1195c7d6f
confidence
0.99
evidence array · 2 items
[0]
(Beijing, China). BV2 microglial cells were cultured in DMEM containing 10% fetal bovine serum, peni
[1]
humidified atmosphere of 5% CO2. Cells were cultured in serum-free DMEM for at least 4 h before trea
order_basis
paper_text_order:1813
id
assay:2
[2] object · 11 fields
role
analysis
definition_id
differential_expression
definition_version
f2132e96ae6c7a4e
required_operations array · 3 items
[0]
normalise_counts
[1]
differential_expression_fit
[2]
fdr_bh
support_state
supported
source_hashes object · 1 field
dsl_catalogue
f2132e96ae6c7a4e
evidence array · 1 item
[0]
We carried out GEO2R which is an interactive web tool that could be used to identify DEGs. After the RNA-seq data of SCI and the sham operation groups normalized, the differential expression of mRNA (DE-mRNAs) or miRNAs (DE-miRNAs) were analyzed using the R package DEseq2, which with the threshold of adjusted P-value < 0.05 and fold change ≥ 2.
order_basis
consumes_earlier_output
id
assay:3
Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:35802304", "kind": "science-record", "revision": 5, "content_hash": "sha256:5d11f8bb8d321645a8d321b0ed32c51fedf5ede84811d1c60f901a59b1e16561", "created_at": "2026-11-01T18:14:51Z", "updated_at": "2026-11-01T22:49:30Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "MiR-487b suppressed inflammation and neuronal apoptosis in spinal cord injury by targeted Ifitm3.", "doi": "10.1007/s11011-022-01015-3", "pmid": "35802304", "authors": ["Dake Tong", "Yanyin Zhao", "Yang Tang", "Jie Ma", "Miao Wang", "Bo Li", "Zhiwei Wang", "Cheng Li"], "journal": "Metabolic brain disease", "year": 2022, "abstract": "Spinal cord injury (SCI) was a serious nerve injury, which involves complex genetic changes. This paper was intended to investigate the function and mechanism of differentially expressed genes in SCI. The three datasets GSE92657, GSE93561 and GSE189070 of SCI from GEO database were used to identify differentially expressed genes (DEGs). We identified the common DEGs in the three datasets GSE92657, GSE93561 and GSE189070 of SCI from GEO database. Next, a protein-protein interaction (PPI) network of DEGs was constructed. Subsequently, the Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis showed that DEGs were significantly enriched in immune response, inflammatory response. The expression level of immune-related genes (Arg1, Ccl12, Ccl2, Ifitm2, Ifitm3, and et al.) at different time points of SCI were analyzed in GSE189070 dataset. Next, differentially expressed miRNAs (DE-miRNAs) were identified in SCI compared with normal based on GSE158194 database. DE-miRNA and targeted immune-related genes were predicted by miRwalk, including miR-487b-5p targeted Ifitm3, miR-3072-5p targeted Ccl3, and et al. What's more, the miR-487b was identified and verified to be down-regulated in Lipopolysaccharide (LPS)-induced BV-2 cell model. Further, the miR-487b inhibited cell inflammation and apoptosis in LPS-induced BV2 cell by targeted Ifitm3. For the first time, our results revealed that miR-487b may play an important regulatory role in SCI by targeted Ifitm3 and provide further evidence for SCI research.", "claims": [{"id": "claim-method", "statement": "We carried out GEO2R which is an interactive web tool that could be used to identify DEGs. After the RNA-seq data of SCI and the sham operation groups normalized, the differential expression of mRNA (DE-mRNAs) or miRNAs (DE-miRNAs) were analyzed using the R package DEseq2, which with the threshold of adjusted P-value < 0.05 and fold change ≥ 2.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:35802304", "locator": "sections[4] \"Identification of DEGs\" paragraph 2", "quote": "We carried out GEO2R which is an interactive web tool that could be used to identify DEGs. After the RNA-seq data of SCI and the sham operation groups normalized, the differential expression of mRNA (DE-mRNAs) or miRNAs (DE-miRNAs) were analyzed using the R package DEseq2, which with the threshold of adjusted P-value < 0.05 and fold change ≥ 2."}], "state": "complete"}, {"id": "claim-data-access", "statement": "The datasets used and analyzed during the current study are available from the corresponding author on reasonable request. The data used in this study can be found in GEO database, including GSE92657, GSE93561 and GSE189070 of SCI.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:35802304", "locator": "sections[24] \"Data availability\" paragraph 2", "quote": "The datasets used and analyzed during the current study are available from the corresponding author on reasonable request. The data used in this study can be found in GEO database, including GSE92657, GSE93561 and GSE189070 of SCI."}], "state": "complete"}, {"id": "claim-target-result", "statement": "The miR-487b reduced LPS-induced BV2 cell inflammation and apoptosis by targeting Ifitm3.", "kind": "qualitative", "target": null, "evidence": [{"asset": "source:pmid:35802304", "locator": "sections[0] \"Abstract\" paragraph 1", "quote": "Further, the miR-487b inhibited cell inflammation and apoptosis in LPS-induced BV2 cell by targeted Ifitm3."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": "The miR-487b reduced LPS-induced BV2 cell inflammation and apoptosis by targeting Ifitm3.", "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:35802304"], "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:GSE158194"], "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:GSE158194"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:35802304", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1007/s11011-022-01015-3", "sha256": "sha256:46278a81b0b3a3c5d32d2a381467dfab9142f4179976adf16d97a2da07a44267", "bytes": 33404, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.1007/s11011-022-01015-3", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC9581865", "source": "europe_pmc_fulltext", "coverage": "whole_body", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:GSE158194", "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=GSE158194", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE158194", "version": null, "note": "The datasets used and analyzed during the current study are available from the corresponding author on reasonable request. The data used in this study can be found in GEO database, including GSE92657, GSE93561 and GSE189070 of SCI.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The datasets used and analyzed during the current study are available from the corresponding author on reasonable request. The data used in this study can be found in GEO database, including GSE92657, GSE93561 and GSE189070 of SCI.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM4795053", "GSM4795054", "GSM4795055", "GSM4795056", "GSM4795057", "GSM4795058"], "sample_count": 6, "group_sizes": null, "group_sizes_basis": null, "platform": "17021", "taxon": "Mus musculus", "title": "Identification of miRNA expression profiles following traumatic spinal cord injury by  high-throughput sequence analysis [miRNA]", "resolution_checked_at": "2026-11-01T18:06:43Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "data:geo:GSE189070", "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=GSE189070", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE189070", "version": null, "note": "The datasets used and analyzed during the current study are available from the corresponding author on reasonable request. The data used in this study can be found in GEO database, including GSE92657, GSE93561 and GSE189070 of SCI.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The datasets used and analyzed during the current study are available from the corresponding author on reasonable request. The data used in this study can be found in GEO database, including GSE92657, GSE93561 and GSE189070 of SCI.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM5694211", "GSM5694212", "GSM5694213", "GSM5694214", "GSM5694215", "GSM5694216", "GSM5694217", "GSM5694218"], "sample_count": 8, "group_sizes": null, "group_sizes_basis": null, "platform": "24247", "taxon": "Mus musculus", "title": "Heterogeneity analysis of astrocytes following spinal cord injury at single-cell resolution", "resolution_checked_at": "2026-11-01T18:06:43Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "data:geo:GSE92657", "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=GSE92657", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE92657", "version": null, "note": "The datasets used and analyzed during the current study are available from the corresponding author on reasonable request. The data used in this study can be found in GEO database, including GSE92657, GSE93561 and GSE189070 of SCI.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The datasets used and analyzed during the current study are available from the corresponding author on reasonable request. The data used in this study can be found in GEO database, including GSE92657, GSE93561 and GSE189070 of SCI.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM2434106", "GSM2434107", "GSM2434108", "GSM2434109", "GSM2434110", "GSM2434111", "GSM2434112", "GSM2434113", "GSM2434114", "GSM2434115", "GSM2434116", "GSM2434117"], "sample_count": 12, "group_sizes": null, "group_sizes_basis": null, "platform": "8321", "taxon": "Mus musculus", "title": "Post-transcriptional regulation of adult CNS axonal regeneration by Cpeb1", "resolution_checked_at": "2026-11-01T18:06:44Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "data:geo:GSE93561", "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=GSE93561", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE93561", "version": null, "note": "The datasets used and analyzed during the current study are available from the corresponding author on reasonable request. The data used in this study can be found in GEO database, including GSE92657, GSE93561 and GSE189070 of SCI.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The datasets used and analyzed during the current study are available from the corresponding author on reasonable request. The data used in this study can be found in GEO database, including GSE92657, GSE93561 and GSE189070 of SCI.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM2454718", "GSM2454719", "GSM2454720", "GSM2454721", "GSM2454722", "GSM2454723", "GSM2454724", "GSM2454725", "GSM2454726", "GSM2454727", "GSM2454728", "GSM2454729"], "sample_count": 12, "group_sizes": null, "group_sizes_basis": null, "platform": "1261", "taxon": "Mus musculus", "title": "Enhanced functional recovery from spinal cord injury in aged mice after stem cell transplantation through HGF induction", "resolution_checked_at": "2026-11-01T18:06:44Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}], "gaps": ["asset:data:geo:GSE158194 not downloaded", "asset:data:geo:GSE158194 licence not read", "asset:data:geo:GSE189070 not downloaded", "asset:data:geo:GSE189070 licence not read", "asset:data:geo:GSE92657 not downloaded", "asset:data:geo:GSE92657 licence not read", "asset:data:geo:GSE93561 not downloaded", "asset:data:geo:GSE93561 licence not read"]}, "analysis": {"state": "complete", "methods": [{"id": "method-1", "family": "differential_expression", "specific": "deseq2", "label": "Differential expression analysis", "dsl_operations": ["normalise_counts", "differential_expression_fit", "fdr_bh"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["count_matrix_with_condition"], "evidence": {"score": 1.0, "band": "verbatim", "quote": "We carried out GEO2R which is an interactive web tool that could be used to identify DEGs. After the RNA-seq data of SCI and the sham operation groups normalized, the differential expression of mRNA (DE-mRNAs) or miRNAs (DE-miRNAs) were analyzed using the R package DEseq2, which with the threshold of adjusted P-value < 0.05 and fold change ≥ 2."}}, {"id": "method-2", "family": "network_analysis", "specific": "ppi_network", "label": "Network / pathway analysis", "dsl_operations": ["build_graph", "centrality_scores", "pathway_enrich"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["edge_list"], "evidence": {"score": 0.7, "band": "medium", "quote": "protein-protein interaction"}}], "targets": [], "gaps": []}, "capability": {"state": "complete", "requirements": [{"capability_id": "capability:computational_analysis", "label": "Computational analysis platform", "assay_families": ["meta_analysis", "machine_learning", "survival_analysis", "statistical_regression", "pca", "molecular_docking", "network_analysis", "differential_expression", "gwas"], "availability_state": "owned", "tier_unlocked": "R1", "candidate": "Automated Assays Laravel application and simulated adapters"}], "gaps": []}, "readiness": {"state": "complete", "tier": "R1", "blocking_axis": "none", "blocked_on": "nothing:replicable_now", "axes": {"method": {"tier": "R1", "expressible": true, "required_operations": ["normalise_counts", "differential_expression_fit", "fdr_bh"], "missing_operations": [], "basis": "The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: deseq2."}, "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": ["GSE92657", "GSE93561", "GSE189070", "GSE158194"], "resolved_accessions": ["GSE92657", "GSE93561", "GSE189070", "GSE158194"], "statements": ["The datasets used and analyzed during the current study are available from the corresponding author on reasonable request. The data used in this study can be found in GEO database, including GSE92657, GSE93561 and GSE189070 of SCI."], "basis": "The paper names GSE92657, GSE93561, GSE189070, GSE158194 in GEO and the accession resolves in the repository. No dataset was downloaded and no licence was read."}}, "can_run": {"dsl_operations": ["normalise_counts", "differential_expression_fit", "fdr_bh"], "assets": ["source:pmid:35802304", "data:geo:GSE158194"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:GSE158194"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-11-01T17:54:23Z", "independence": "single_reader"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 5, "usage": {"prompt_tokens": 10852, "completion_tokens": 1762, "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:35802304", "type": "paper", "label": "pmid:35802304"}, {"id": "source:pmid:35802304", "type": "manuscript", "label": "PMID 35802304 full text"}, {"id": "data:geo:GSE158194", "type": "dataset", "label": "GEO GSE158194"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:35802304", "type": "paper", "label": "pmid:35802304"}, {"id": "source:pmid:35802304", "type": "manuscript", "label": "PMID 35802304 full text"}, {"id": "data:geo:GSE158194", "type": "dataset", "label": "GEO GSE158194"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-35802304", "type": "extraction", "used": ["source:pmid:35802304"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-GSE158194", "type": "accession_resolution", "used": ["data:geo:GSE158194"], "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:35802304", "parent_hash": "sha256:e8dc50c37aee5a4f4ace1bdad2deb81fcfe802c7442b0dcde6ed2a729446a58a", "fork_of": null, "generation": 4}, "gaps": ["asset:data:geo:GSE158194 licence not read", "asset:data:geo:GSE158194 not downloaded", "asset:data:geo:GSE189070 licence not read", "asset:data:geo:GSE189070 not downloaded", "asset:data:geo:GSE92657 licence not read", "asset:data:geo:GSE92657 not downloaded", "asset:data:geo:GSE93561 licence not read", "asset:data:geo:GSE93561 not downloaded", "execution.not_run", "review.human_critique", "review.independent_reader", "review.machine_critique"], "assays": [{"role": "data_generation", "definition_id": "apoptosis_assay", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.93, "evidence": ["iR-487b suppressed inflammation and neuronal apoptosis in spinal cord injury by targeted Ifitm3.", "the miR-487b inhibited cell inflammation and apoptosis in LPS-induced BV2 cell by targeted Ifitm3."], "order_basis": "paper_text_order:1", "id": "assay:1"}, {"role": "data_generation", "definition_id": "cell_culture", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.99, "evidence": ["(Beijing, China). BV2 microglial cells were cultured in DMEM containing 10% fetal bovine serum, peni", "humidified atmosphere of 5% CO2. Cells were cultured in serum-free DMEM for at least 4 h before trea"], "order_basis": "paper_text_order:1813", "id": "assay:2"}, {"role": "analysis", "definition_id": "differential_expression", "definition_version": "f2132e96ae6c7a4e", "definition_digest": null, "required_operations": ["normalise_counts", "differential_expression_fit", "fdr_bh"], "support_state": "supported", "source_hashes": {"dsl_catalogue": "f2132e96ae6c7a4e"}, "confidence": 1.0, "evidence": ["We carried out GEO2R which is an interactive web tool that could be used to identify DEGs. After the RNA-seq data of SCI and the sham operation groups normalized, the differential expression of mRNA (DE-mRNAs) or miRNAs (DE-miRNAs) were analyzed using the R package DEseq2, which with the threshold of adjusted P-value < 0.05 and fold change ≥ 2."], "order_basis": "consumes_earlier_output", "id": "assay:3"}]}