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

pmid:26484061

Transcriptomic profiling of cartilage ageing.

Mandy Jayne Peffers · Xuan Liu · Peter David Clegg

Genomics data · 2014 doi:10.1016/j.gdata.2014.03.001

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:26484061
kind
science-record
content_hash
sha256:a751b6c439f4a3b9d6957d9041344ccc59f0c3dc11ff24a3ab8fadc4acd05158
schema
https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json
created_at
2026-11-01T15:40:11Z
updated_at
2026-11-01T22:42:21Z
generator object · 2 fields
name
corpus-assay-engine
run_id
reading-sci-2026-11-01
paper object · 10 fields
state
complete
title
Transcriptomic profiling of cartilage ageing.
doi
10.1016/j.gdata.2014.03.001
pmid
26484061
authors array · 3 items
[0]
Mandy Jayne Peffers
[1]
Xuan Liu
[2]
Peter David Clegg
journal
Genomics data
year
2014
abstract
The musculoskeletal system is severely affected by the ageing process, with many tissues undergoing changes that lead to loss of function and frailty. Articular cartilage is susceptible to age related diseases, such as osteoarthritis. Applying RNA-Seq to young and old equine cartilage, we identified an over-representation of genes with reduced expression relating to extracellular matrix, degradative proteases, matrix synthetic enzymes, cytokines and growth factors in cartilage from older donors. Here we describe the contents and quality controls in detail for the gene expression and related results published by Peffers and colleagues in Arthritis Research and Therapy 2013 associated with the data uploaded to ArrayExpress (E-MTAB-1386).
claims array · 3 items
[0] object · 6 fields
id
claim-method
statement
Differential gene expression analysis was applied to the read count data for reads mapped to annotated genes using the R (version 2.15.1) Bioconductor package edgeR (version 2.13.0) [5].
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:26484061
locator
sections[6] "Data processing and normalisation" paragraph 2
quote
Differential gene expression analysis was applied to the read count data for reads mapped to annotated genes using the R (version 2.15.1) Bioconductor package edgeR (version 2.13.0) [5].
state
complete
[1] object · 6 fields
id
claim-data-access
statement
All sequence data produced in this study has been submitted to NCBI GEO under Array Express accession number E-MTAB-1386.
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:26484061
locator
sections[6] "Data processing and normalisation" paragraph 2
quote
All sequence data produced in this study has been submitted to NCBI GEO under Array Express accession number E-MTAB-1386.
state
complete
[2] object · 6 fields
id
claim-target-result
statement
The expression of 396 transcribed elements including mRNAs, small non-coding RNAs, pseudogenes, and a single microRNA was significantly different in old compared to young cartilage.
kind
quantitative
target object · 4 fields
value
0.05
unit
p-value
tolerance
null
source
Genes were deemed differentially expressed with a Benjamini–Hochberg false discovery rate (FDR)-corrected p-value < 0.05 and fold change ≥ 1.4log2 [7] using a generalised linear model (GLM) likelihood ratio test.
evidence array · 5 items
[0] object · 3 fields
asset
source:pmid:26484061
locator
sections[6] "Data processing and normalisation" paragraph 2
quote
Differential gene expression analysis was applied to the read count data for reads mapped to annotated genes using the R (version 2.15.1) Bioconductor package edgeR (version 2.13.0) [5].
[1] object · 3 fields
asset
source:pmid:26484061
locator
sections[6] "Data processing and normalisation" paragraph 2
quote
Genes were deemed differentially expressed with a Benjamini–Hochberg false discovery rate (FDR)-corrected p-value < 0.05 and fold change ≥ 1.4log2 [7] using a generalised linear model (GLM) likelihood ratio test.
[2] object · 3 fields
asset
source:pmid:26484061
locator
sections[6] "Data processing and normalisation" paragraph 2
quote
All sequence data produced in this study has been submitted to NCBI GEO under Array Express accession number E-MTAB-1386.
[3] object · 3 fields
asset
source:pmid:26484061
locator
sections[2] "Direct link to deposited data" paragraph 2
quote
Deposited data can be found at: http://www.ebi.ac.uk/arrayexpress/experiments/E-MTAB-1386/.
[4] object · 3 fields
asset
source:pmid:26484061
locator
sections[6] "Data processing and normalisation" paragraph 5
quote
The expression of 396 transcribed elements including mRNAs, small non-coding RNAs, pseudogenes, and a single microRNA was significantly different in old compared to young cartilage. Of these, 93 were at higher levels in the older cartilage and 303 were at lower levels in the older cartilage.
state
complete
gaps array · 0 items
experiment object · 8 fields
state
complete
objective
The expression of 396 transcribed elements including mRNAs, small non-coding RNAs, pseudogenes, and a single microRNA was significantly different in old compared to young cartilage.
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:26484061
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:E-MTAB-1386
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:E-MTAB-1386
outputs array · 1 item
[0]
the replicated result and its comparison
instruments array · 0 items
reagents array · 0 items
materials array · 0 items
instruments array · 0 items
reagents array · 0 items
conditions object · 0 fields
gaps array · 0 items
data object · 3 fields
state
partial
assets array · 3 items
[0] object · 15 fields
id
source:pmid:26484061
role
manuscript
format
xml
media_type
application/xml
uri
https://doi.org/10.1016/j.gdata.2014.03.001
sha256
sha256:a68574a10b2c6eb97a64490fe3d28c317ccab7bfbc9ffd1c543e406409298914
bytes
9811
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
10.1016/j.gdata.2014.03.001
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
PMC4536077
source
europe_pmc_fulltext
coverage
whole_body
text_hash_scope
rendered_section_body
[1] object · 15 fields
id
data:geo:E-MTAB-1386
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=E-MTAB-1386
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
E-MTAB-1386
version
null
note
All sequence data produced in this study has been submitted to NCBI GEO under Array Express accession number E-MTAB-1386.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
All sequence data produced in this study has been submitted to NCBI GEO under Array Express accession number E-MTAB-1386.
access_statement_kind
data_availability_statement
sample_accessions array · 0 items
sample_count
null
group_sizes
null
group_sizes_basis
null
platform
null
taxon
null
title
null
resolution_checked_at
2026-10-31T18:28:57Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[2] object · 16 fields
id
asset:table:pmid:26484061:1
role
table
format
jats-table
media_type
application/vnd.jats.table+json
uri
null
sha256
sha256:0b9c3178df580b4314446644645a17c5381f440faa5e19a3f9a34745df8ad5e8
bytes
728
access
open
state
verified
reader
read_table
reader_status
available
identifier
section[6]/table-wrap[1]#t0005
version
null
note
Uniquely mapped reads aligned to the equine genome.
structure object · 5 fields
pmcid
PMC4536077
section_index
6
section_title
Data processing and normalisation
row_count
5
column_count
9
table object · 8 fields
label
Table 1
caption
Uniquely mapped reads aligned to the equine genome.
rows array · 5 items
[0] array · 9 items
[0]
Reads category
[1]
Old 1
[2]
Old 2
[3]
Old 3
[4]
Old 4
[5]
Young 1
[6]
Young 2
[7]
Young 3
[8]
Young 4
[1] array · 9 items
[0]
Total reads
[1]
1.E + 08
[2]
1.E + 08
[3]
2.E + 08
[4]
1.E + 08
[5]
2.E + 08
[6]
2.E + 08
[7]
1.E + 08
[8]
1.E + 08
[2] array · 9 items
[0]
Mapped reads
[1]
1.E + 07
[2]
1.E + 07
[3]
2.E + 07
[4]
1.E + 07
[5]
6.E + 07
[6]
2.E + 07
[7]
8.E + 06
[8]
5.E + 07
[3] array · 9 items
[0]
Failed mapped reads
[1]
1.E + 08
[2]
1.E + 08
[3]
2.E + 08
[4]
1.E + 08
[5]
1.E + 08
[6]
2.E + 08
[7]
1.E + 08
[8]
1.E + 08
[4] array · 9 items
[0]
Properly paired mapped
[1]
6.E + 06
[2]
6.E + 06
[3]
8.E + 06
[4]
6.E + 06
[5]
5.E + 07
[6]
8.E + 06
[7]
4.E + 06
[8]
4.E + 07
locator
section[6]/table-wrap[1]#t0005
gaps array · 2 items
[0]
asset:data:geo:E-MTAB-1386 not downloaded
[1]
asset:data:geo:E-MTAB-1386 licence not read
analysis object · 4 fields
state
complete
methods array · 1 item
[0] object · 10 fields
id
method-1
family
differential_expression
specific
edger
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
Differential gene expression analysis was applied to the read count data for reads mapped to annotated genes using the R (version 2.15.1) Bioconductor package edgeR (version 2.13.0) [5].
targets array · 1 item
[0] object · 8 fields
id
target-published-estimate
claim_id
claim-target-result
operation
differential_expression_fit
unit
p-value
tolerance
null
state
complete
note
The threshold the paper applied to its own result, as the paper states it. A run that reproduces the effect is judged against this threshold.
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: edger.
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 · 1 item
[0]
E-MTAB-1386
resolved_accessions array · 1 item
[0]
E-MTAB-1386
statements array · 1 item
[0]
All sequence data produced in this study has been submitted to NCBI GEO under Array Express accession number E-MTAB-1386.
basis
The paper names E-MTAB-1386 in ArrayExpress 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 · 3 items
[0]
source:pmid:26484061
[1]
data:geo:E-MTAB-1386
[2]
asset:table:pmid:26484061:1
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:E-MTAB-1386
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
2026-10-31T18:25:09Z
independence
same_provider
evidence_check object · 2 fields
method
verbatim
availability
verbatim
calls
8
usage object · 3 fields
prompt_tokens
23654
completion_tokens
4479
cached_tokens
1280
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:26484061
type
paper
label
pmid:26484061
[1] object · 3 fields
id
source:pmid:26484061
type
manuscript
label
PMID 26484061 full text
[2] object · 3 fields
id
data:geo:E-MTAB-1386
type
dataset
label
GEO E-MTAB-1386
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:26484061
type
paper
label
pmid:26484061
[1] object · 3 fields
id
source:pmid:26484061
type
manuscript
label
PMID 26484061 full text
[2] object · 3 fields
id
data:geo:E-MTAB-1386
type
dataset
label
GEO E-MTAB-1386
agent
agent:corpus-assay-engine
[1] object · 4 fields
id
activity-read-26484061
type
extraction
used array · 1 item
[0]
source:pmid:26484061
agent
agent:minimax-reader
[2] object · 4 fields
id
activity-resolve-E-MTAB-1386
type
accession_resolution
used array · 1 item
[0]
data:geo:E-MTAB-1386
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:26484061
parent_hash
sha256:b3fc2a36f4c50ca3e2ca23a362e05c891925aee3091ce6b034d76ab0cfc4001a
fork_of
null
gaps array · 6 items
[0]
asset:data:geo:E-MTAB-1386 licence not read
[1]
asset:data:geo:E-MTAB-1386 not downloaded
[2]
execution.not_run
[3]
review.human_critique
[4]
review.independent_reader
[5]
review.machine_critique
assays array · 2 items
[0] object · 11 fields
role
data_generation
definition_id
rna_seq
definition_version
99e1195c7d6f
required_operations array · 0 items
support_state
partial
source_hashes object · 1 field
assay_lexicon
99e1195c7d6f
confidence
0.99
evidence array · 3 items
[0]
Transcriptomic profiling of cartilage ageing.
[1]
d diseases, such as osteoarthritis. Applying RNA-Seq to young and old equine cartilage, we identi
[2]
ed-end raw reads in FASTQ format obtained by RNA-Seq were compiled using manufacturer provided pi
order_basis
paper_text_order:0
id
assay:1
[1] 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]
Differential gene expression analysis was applied to the read count data for reads mapped to annotated genes using the R (version 2.15.1) Bioconductor package edgeR (version 2.13.0) [5].
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:26484061", "kind": "science-record", "revision": 8, "content_hash": "sha256:a751b6c439f4a3b9d6957d9041344ccc59f0c3dc11ff24a3ab8fadc4acd05158", "created_at": "2026-11-01T15:40:11Z", "updated_at": "2026-11-01T22:42:21Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Transcriptomic profiling of cartilage ageing.", "doi": "10.1016/j.gdata.2014.03.001", "pmid": "26484061", "authors": ["Mandy Jayne Peffers", "Xuan Liu", "Peter David Clegg"], "journal": "Genomics data", "year": 2014, "abstract": "The musculoskeletal system is severely affected by the ageing process, with many tissues undergoing changes that lead to loss of function and frailty. Articular cartilage is susceptible to age related diseases, such as osteoarthritis. Applying RNA-Seq to young and old equine cartilage, we identified an over-representation of genes with reduced expression relating to extracellular matrix, degradative proteases, matrix synthetic enzymes, cytokines and growth factors in cartilage from older donors. Here we describe the contents and quality controls in detail for the gene expression and related results published by Peffers and colleagues in Arthritis Research and Therapy 2013 associated with the data uploaded to ArrayExpress (E-MTAB-1386).", "claims": [{"id": "claim-method", "statement": "Differential gene expression analysis was applied to the read count data for reads mapped to annotated genes using the R (version 2.15.1) Bioconductor package edgeR (version 2.13.0) [5].", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:26484061", "locator": "sections[6] \"Data processing and normalisation\" paragraph 2", "quote": "Differential gene expression analysis was applied to the read count data for reads mapped to annotated genes using the R (version 2.15.1) Bioconductor package edgeR (version 2.13.0) [5]."}], "state": "complete"}, {"id": "claim-data-access", "statement": "All sequence data produced in this study has been submitted to NCBI GEO under Array Express accession number E-MTAB-1386.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:26484061", "locator": "sections[6] \"Data processing and normalisation\" paragraph 2", "quote": "All sequence data produced in this study has been submitted to NCBI GEO under Array Express accession number E-MTAB-1386."}], "state": "complete"}, {"id": "claim-target-result", "statement": "The expression of 396 transcribed elements including mRNAs, small non-coding RNAs, pseudogenes, and a single microRNA was significantly different in old compared to young cartilage.", "kind": "quantitative", "target": {"value": 0.05, "unit": "p-value", "tolerance": null, "source": "Genes were deemed differentially expressed with a Benjamini–Hochberg false discovery rate (FDR)-corrected p-value < 0.05 and fold change ≥ 1.4log2 [7] using a generalised linear model (GLM) likelihood ratio test."}, "evidence": [{"asset": "source:pmid:26484061", "locator": "sections[6] \"Data processing and normalisation\" paragraph 2", "quote": "Differential gene expression analysis was applied to the read count data for reads mapped to annotated genes using the R (version 2.15.1) Bioconductor package edgeR (version 2.13.0) [5]."}, {"asset": "source:pmid:26484061", "locator": "sections[6] \"Data processing and normalisation\" paragraph 2", "quote": "Genes were deemed differentially expressed with a Benjamini–Hochberg false discovery rate (FDR)-corrected p-value < 0.05 and fold change ≥ 1.4log2 [7] using a generalised linear model (GLM) likelihood ratio test."}, {"asset": "source:pmid:26484061", "locator": "sections[6] \"Data processing and normalisation\" paragraph 2", "quote": "All sequence data produced in this study has been submitted to NCBI GEO under Array Express accession number E-MTAB-1386."}, {"asset": "source:pmid:26484061", "locator": "sections[2] \"Direct link to deposited data\" paragraph 2", "quote": "Deposited data can be found at: http://www.ebi.ac.uk/arrayexpress/experiments/E-MTAB-1386/."}, {"asset": "source:pmid:26484061", "locator": "sections[6] \"Data processing and normalisation\" paragraph 5", "quote": "The expression of 396 transcribed elements including mRNAs, small non-coding RNAs, pseudogenes, and a single microRNA was significantly different in old compared to young cartilage. Of these, 93 were at higher levels in the older cartilage and 303 were at lower levels in the older cartilage."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": "The expression of 396 transcribed elements including mRNAs, small non-coding RNAs, pseudogenes, and a single microRNA was significantly different in old compared to young cartilage.", "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:26484061"], "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:E-MTAB-1386"], "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:E-MTAB-1386"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:26484061", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1016/j.gdata.2014.03.001", "sha256": "sha256:a68574a10b2c6eb97a64490fe3d28c317ccab7bfbc9ffd1c543e406409298914", "bytes": 9811, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.1016/j.gdata.2014.03.001", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC4536077", "source": "europe_pmc_fulltext", "coverage": "whole_body", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:E-MTAB-1386", "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=E-MTAB-1386", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "E-MTAB-1386", "version": null, "note": "All sequence data produced in this study has been submitted to NCBI GEO under Array Express accession number E-MTAB-1386.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "All sequence data produced in this study has been submitted to NCBI GEO under Array Express accession number E-MTAB-1386.", "access_statement_kind": "data_availability_statement", "sample_accessions": [], "sample_count": null, "group_sizes": null, "group_sizes_basis": null, "platform": null, "taxon": null, "title": null, "resolution_checked_at": "2026-10-31T18:28:57Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "asset:table:pmid:26484061:1", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:0b9c3178df580b4314446644645a17c5381f440faa5e19a3f9a34745df8ad5e8", "bytes": 728, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[6]/table-wrap[1]#t0005", "version": null, "note": "Uniquely mapped reads aligned to the equine genome.", "structure": {"pmcid": "PMC4536077", "section_index": 6, "section_title": "Data processing and normalisation", "row_count": 5, "column_count": 9}, "table": {"label": "Table 1", "caption": "Uniquely mapped reads aligned to the equine genome.", "rows": [["Reads category", "Old 1", "Old 2", "Old 3", "Old 4", "Young 1", "Young 2", "Young 3", "Young 4"], ["Total reads", "1.E + 08", "1.E + 08", "2.E + 08", "1.E + 08", "2.E + 08", "2.E + 08", "1.E + 08", "1.E + 08"], ["Mapped reads", "1.E + 07", "1.E + 07", "2.E + 07", "1.E + 07", "6.E + 07", "2.E + 07", "8.E + 06", "5.E + 07"], ["Failed mapped reads", "1.E + 08", "1.E + 08", "2.E + 08", "1.E + 08", "1.E + 08", "2.E + 08", "1.E + 08", "1.E + 08"], ["Properly paired mapped", "6.E + 06", "6.E + 06", "8.E + 06", "6.E + 06", "5.E + 07", "8.E + 06", "4.E + 06", "4.E + 07"]], "row_count": 5, "column_count": 9, "numeric_cells": 40, "header_rows": 1, "locator": "section[6]/table-wrap[1]#t0005"}}], "gaps": ["asset:data:geo:E-MTAB-1386 not downloaded", "asset:data:geo:E-MTAB-1386 licence not read"]}, "analysis": {"state": "complete", "methods": [{"id": "method-1", "family": "differential_expression", "specific": "edger", "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": "Differential gene expression analysis was applied to the read count data for reads mapped to annotated genes using the R (version 2.15.1) Bioconductor package edgeR (version 2.13.0) [5]."}}], "targets": [{"id": "target-published-estimate", "claim_id": "claim-target-result", "operation": "differential_expression_fit", "expected_value": 0.05, "unit": "p-value", "tolerance": null, "state": "complete", "note": "The threshold the paper applied to its own result, as the paper states it. A run that reproduces the effect is judged against this threshold."}], "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: edger."}, "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": ["E-MTAB-1386"], "resolved_accessions": ["E-MTAB-1386"], "statements": ["All sequence data produced in this study has been submitted to NCBI GEO under Array Express accession number E-MTAB-1386."], "basis": "The paper names E-MTAB-1386 in ArrayExpress 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:26484061", "data:geo:E-MTAB-1386", "asset:table:pmid:26484061:1"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:E-MTAB-1386"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-10-31T18:25:09Z", "independence": "same_provider"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 8, "usage": {"prompt_tokens": 23654, "completion_tokens": 4479, "cached_tokens": 1280}}, "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:26484061", "type": "paper", "label": "pmid:26484061"}, {"id": "source:pmid:26484061", "type": "manuscript", "label": "PMID 26484061 full text"}, {"id": "data:geo:E-MTAB-1386", "type": "dataset", "label": "GEO E-MTAB-1386"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:26484061", "type": "paper", "label": "pmid:26484061"}, {"id": "source:pmid:26484061", "type": "manuscript", "label": "PMID 26484061 full text"}, {"id": "data:geo:E-MTAB-1386", "type": "dataset", "label": "GEO E-MTAB-1386"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-26484061", "type": "extraction", "used": ["source:pmid:26484061"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-E-MTAB-1386", "type": "accession_resolution", "used": ["data:geo:E-MTAB-1386"], "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:26484061", "parent_hash": "sha256:b3fc2a36f4c50ca3e2ca23a362e05c891925aee3091ce6b034d76ab0cfc4001a", "fork_of": null, "generation": 7}, "gaps": ["asset:data:geo:E-MTAB-1386 licence not read", "asset:data:geo:E-MTAB-1386 not downloaded", "execution.not_run", "review.human_critique", "review.independent_reader", "review.machine_critique"], "assays": [{"role": "data_generation", "definition_id": "rna_seq", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.99, "evidence": ["Transcriptomic profiling of cartilage ageing.", "d diseases, such as osteoarthritis. Applying RNA-Seq to young and old equine cartilage, we identi", "ed-end raw reads in FASTQ format obtained by RNA-Seq were compiled using manufacturer provided pi"], "order_basis": "paper_text_order:0", "id": "assay:1"}, {"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": ["Differential gene expression analysis was applied to the read count data for reads mapped to annotated genes using the R (version 2.15.1) Bioconductor package edgeR (version 2.13.0) [5]."], "order_basis": "consumes_earlier_output", "id": "assay:2"}]}