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

pmid:26697388

Genome-wide expression analysis comparing hypertrophic changes in normal and dysferlinopathy mice.

Yun-Sil Lee · C Conover Talbot · Se-Jin Lee

Genomics data · 2015 doi:10.1016/j.gdata.2015.10.010

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:26697388
kind
science-record
content_hash
sha256:08f28df3a651c9e6dfe0eaabd5674480a89557330ac4406d3263dcc670d3c425
schema
https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json
created_at
2026-11-01T15:40:15Z
updated_at
2026-11-01T22:42:31Z
generator object · 2 fields
name
corpus-assay-engine
run_id
reading-sci-2026-11-01
paper object · 10 fields
state
complete
title
Genome-wide expression analysis comparing hypertrophic changes in normal and dysferlinopathy mice.
doi
10.1016/j.gdata.2015.10.010
pmid
26697388
authors array · 3 items
[0]
Yun-Sil Lee
[1]
C Conover Talbot
[2]
Se-Jin Lee
journal
Genomics data
year
2015
abstract
Because myostatin normally limits skeletal muscle growth, there are extensive efforts to develop myostatin inhibitors for clinical use. One potential concern is that in muscle degenerative diseases, inducing hypertrophy may increase stress on dystrophic fibers. Our study shows that blocking this pathway in dysferlin deficient mice results in early improvement in histopathology but ultimately accelerates muscle degeneration. Hence, benefits of this approach should be weighed against these potential detrimental effects. Here, we present detailed experimental methods and analysis for the gene expression profiling described in our recently published study in Human Molecular Genetics (Lee et al., 2015). Our data sets have been deposited in the Gene Expression Omnibus (GEO) database (GSE62945) and are available at http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE62945. Our data provide a resource for exploring molecular mechanisms that are related to hypertrophy-induced, accelerated muscular degeneration in dysferlinopathy.
claims array · 3 items
[0] object · 6 fields
id
claim-method
statement
The one-way analysis of variance (ANOVA) was used to determine the magnitude (fold change) and statistical significance (p-value) of genes' changes in expression level between sample classes.
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:26697388
locator
sections[8] "Data processing" paragraph 3
quote
The one-way analysis of variance (ANOVA) was used to determine the magnitude (fold change) and statistical significance (p-value) of genes' changes in expression level between sample classes.
state
complete
[1] object · 6 fields
id
claim-data-access
statement
Our data sets have been deposited in the Gene Expression Omnibus (GEO) database (GSE62945) and are available at http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE62945.
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:26697388
locator
sections[0] "Abstract" paragraph 1
quote
Our data sets have been deposited in the Gene Expression Omnibus (GEO) database (GSE62945) and are available at http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE62945.
state
complete
[2] object · 6 fields
id
claim-target-result
statement
The paper reports that blocking myostatin signaling in dysferlin-deficient mice initially improves histopathology but ultimately accelerates muscle degeneration. The statistical method used was one-way ANOVA, and the source data are available through GEO accession GSE62945.
kind
qualitative
target
null
evidence array · 3 items
[0] object · 3 fields
asset
source:pmid:26697388
locator
sections[0] "Abstract" paragraph 1
quote
Our study shows that blocking this pathway in dysferlin deficient mice results in early improvement in histopathology but ultimately accelerates muscle degeneration.
[1] object · 3 fields
asset
source:pmid:26697388
locator
sections[8] "Data processing" paragraph 3
quote
The one-way analysis of variance (ANOVA) was used to determine the magnitude (fold change) and statistical significance (p-value) of genes' changes in expression level between sample classes.
[2] object · 3 fields
asset
source:pmid:26697388
locator
sections[2] "Direct link to deposited data" paragraph 2
quote
Raw and processed microarray data is available in GEO under accession GSE62945 http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE62945.
state
complete
gaps array · 0 items
experiment object · 8 fields
state
complete
objective
The paper reports that blocking myostatin signaling in dysferlin-deficient mice initially improves histopathology but ultimately accelerates muscle degeneration. The statistical method used was one-way ANOVA, and the source data are available through GEO accession GSE62945.
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:26697388
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:GSE62945
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:GSE62945
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:26697388
role
manuscript
format
xml
media_type
application/xml
uri
https://doi.org/10.1016/j.gdata.2015.10.010
sha256
sha256:2fbf5c0cd1e95b2007f4f5c4e54540c15b502148734b8aa49e733a286cc57d3b
bytes
9283
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
10.1016/j.gdata.2015.10.010
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
PMC4664771
source
europe_pmc_fulltext
coverage
whole_body_without_references
text_hash_scope
rendered_section_body
[1] object · 15 fields
id
data:geo:GSE62945
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=GSE62945
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE62945
version
null
note
Our data sets have been deposited in the Gene Expression Omnibus (GEO) database (GSE62945) and are available at http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE62945.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
Our data sets have been deposited in the Gene Expression Omnibus (GEO) database (GSE62945) and are available at http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE62945.
access_statement_kind
data_availability_statement
sample_accessions array · 18 items
[0]
GSM1536838
[1]
GSM1536839
[2]
GSM1536840
[3]
GSM1536841
[4]
GSM1536842
[5]
GSM1536843
[6]
GSM1536844
[7]
GSM1536845
[8]
GSM1536846
[9]
GSM1536847
[10]
GSM1536848
[11]
GSM1536849
[12]
GSM1536850
[13]
GSM1536851
[14]
GSM1536852
[15]
GSM1536853
[16]
GSM1536854
[17]
GSM1536855
sample_count
18
group_sizes
null
group_sizes_basis
null
platform
6096
taxon
Mus musculus
title
Muscle Hypertrophy Induced by Myostatin Inhibition Accelerates Degeneration in Dysferlinopathy
resolution_checked_at
2026-11-01T15:39:55Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[2] object · 16 fields
id
asset:table:pmid:26697388:1
role
table
format
jats-table
media_type
application/vnd.jats.table+json
uri
null
sha256
sha256:a6a1bd670e1bc35e240af27ee1aa28231f656bf4564eb544c2ad379f12a39f4f
bytes
880
access
open
state
verified
reader
read_table
reader_status
available
identifier
section[1]/table-wrap[1]#t0020
version
null
note
null
structure object · 5 fields
pmcid
PMC4664771
section_index
1
section_title
p
row_count
9
column_count
2
table object · 8 fields
label
null
caption
null
rows array · 9 items
[0] array · 2 items
[0]
Specifications
[1]
[1] array · 2 items
[0]
Organism/cell line/tissue
[1]
Mus musculus/quadriceps muscle
[2] array · 2 items
[0]
Sex
[1]
Male
[3] array · 2 items
[0]
Sequencer or array type
[1]
Affymetrix Mouse Exon 1.0 ST arrays
[4] array · 2 items
[0]
Data format
[1]
Raw data: CEL. Processed data: SOFT, MINiML, TXT.
[5] array · 2 items
[0]
Experimental factors
[1]
Genetically and pharmacologically induced muscular hypertrophy in normal vs. dysferlinopathy
[6] array · 2 items
[0]
Experimental features
[1]
Genome-wide expression analysis comparing hypertrophic changes in normal (wild-type, wt) and dystrophic (dysferlin-deficient, Dysf−/−) mouse muscles induced by genetic (follistatin overexpression, F66) and pharmacological (administration of activin type II soluble receptor, ACVR2B/Fc) approaches
[7] array · 2 items
[0]
Consent
[1]
N/A
[8] array · 2 items
[0]
Sample source location
[1]
N/A
locator
section[1]/table-wrap[1]#t0020
[3] object · 16 fields
id
asset:table:pmid:26697388:2
role
table
format
jats-table
media_type
application/vnd.jats.table+json
uri
null
sha256
sha256:2bdf27ee06736b73fe30ada4e127d3c132c704027e1beb589e97176de813bfcf
bytes
1442
access
open
state
verified
reader
read_table
reader_status
available
identifier
section[2]/table-wrap[1]#t0025
version
null
note
null
structure object · 5 fields
pmcid
PMC4664771
section_index
2
section_title
Direct link to deposited data
row_count
7
column_count
4
table object · 8 fields
label
null
caption
null
rows array · 7 items
[0] array · 4 items
[0]
Genotype
[1]
ACVR2B/Fc treatment
[2]
Replicate
[3]
GEO accession URL
[1] array · 4 items
[0]
wt
[1]
No
[2]
3
[3]
http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSM1536838http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSM1536839http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSM1536840
[2] array · 4 items
[0]
wt
[1]
Yes
[2]
3
[3]
http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSM1536841http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSM1536842http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSM1536843
[3] array · 4 items
[0]
Dysf−/−
[1]
No
[2]
3
[3]
http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSM1536844http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSM1536845http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSM1536846
[4] array · 4 items
[0]
Dysf−/−
[1]
Yes
[2]
3
[3]
http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSM1536847http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSM1536848http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSM1536849
[5] array · 4 items
[0]
F66
[1]
No
[2]
3
[3]
http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSM1536850http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSM1536851http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSM1536852
[6] array · 4 items
[0]
F66;Dysf−/−
[1]
No
[2]
3
[3]
http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSM1536853http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSM1536854http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSM1536855
locator
section[2]/table-wrap[1]#t0025
gaps array · 2 items
[0]
asset:data:geo:GSE62945 not downloaded
[1]
asset:data:geo:GSE62945 licence not read
analysis object · 4 fields
state
complete
methods array · 1 item
[0] object · 10 fields
id
method-1
family
group_comparison
specific
anova
label
Group comparison
dsl_operations array · 4 items
[0]
group_summary
[1]
welch_t
[2]
bootstrap_mean_difference
[3]
group_comparison_anova
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[0]
two_or_more_groups_continuous
evidence object · 3 fields
score
1
band
verbatim
quote
The one-way analysis of variance (ANOVA) was used to determine the magnitude (fold change) and statistical significance (p-value) of genes' changes in expression level between sample classes.
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 · 4 items
[0]
group_summary
[1]
welch_t
[2]
bootstrap_mean_difference
[3]
group_comparison_anova
missing_operations array · 0 items
basis
The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: anova.
capability object · 4 fields
tier
R1
capability_id
capability:computational_analysis
availability_state
owned
basis
The computational analysis is owned. The physical bench the paper used is not, so a physical validation cannot be run here.
data object · 6 fields
tier
R1
reachable
true
accessions array · 1 item
[0]
GSE62945
resolved_accessions array · 1 item
[0]
GSE62945
statements array · 1 item
[0]
Our data sets have been deposited in the Gene Expression Omnibus (GEO) database (GSE62945) and are available at http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE62945.
basis
The paper names GSE62945 in Gene Expression Omnibus (GEO) and the accession resolves in the repository. No dataset was downloaded and no licence was read.
can_run object · 3 fields
dsl_operations array · 4 items
[0]
group_summary
[1]
welch_t
[2]
bootstrap_mean_difference
[3]
group_comparison_anova
assets array · 4 items
[0]
source:pmid:26697388
[1]
data:geo:GSE62945
[2]
asset:table:pmid:26697388:1
[3]
asset:table:pmid:26697388:2
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:GSE62945
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
2026-10-31T18:26:58Z
independence
same_provider
evidence_check object · 2 fields
method
verbatim
availability
verbatim
calls
8
usage object · 3 fields
prompt_tokens
23442
completion_tokens
2922
cached_tokens
2088
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:26697388
type
paper
label
pmid:26697388
[1] object · 3 fields
id
source:pmid:26697388
type
manuscript
label
PMID 26697388 full text
[2] object · 3 fields
id
data:geo:GSE62945
type
dataset
label
GEO GSE62945
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:26697388
type
paper
label
pmid:26697388
[1] object · 3 fields
id
source:pmid:26697388
type
manuscript
label
PMID 26697388 full text
[2] object · 3 fields
id
data:geo:GSE62945
type
dataset
label
GEO GSE62945
agent
agent:corpus-assay-engine
[1] object · 4 fields
id
activity-read-26697388
type
extraction
used array · 1 item
[0]
source:pmid:26697388
agent
agent:minimax-reader
[2] object · 4 fields
id
activity-resolve-GSE62945
type
accession_resolution
used array · 1 item
[0]
data:geo:GSE62945
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:26697388
parent_hash
sha256:4e47d3f57a34d30c3538bbb2372518d125f8f15f24d7621a100124539dbcf98a
fork_of
null
gaps array · 6 items
[0]
asset:data:geo:GSE62945 licence not read
[1]
asset:data:geo:GSE62945 not downloaded
[2]
execution.not_run
[3]
review.human_critique
[4]
review.independent_reader
[5]
review.machine_critique
assays array · 3 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
0.99
evidence array · 2 items
[0]
B/Fc have been shown to increase muscle mass in mice. Data processing Affymetrix CEL files genera
[1]
rstanding of genomics and information on the mouse genome increase these values will change ove
order_basis
paper_text_order:2392
id
assay:1
[1] object · 11 fields
role
data_generation
definition_id
microarray
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]
ncrease muscle mass in mice. Data processing Affymetrix CEL files generated by GeneChip Command Cons
[1]
of gene transcripts, we imported all 641,130 Affymetrix “Extended Meta-probesets”. Quality control a
order_basis
paper_text_order:2417
id
assay:2
[2] object · 11 fields
role
analysis
definition_id
group_comparison
definition_version
f2132e96ae6c7a4e
required_operations array · 4 items
[0]
group_summary
[1]
welch_t
[2]
bootstrap_mean_difference
[3]
group_comparison_anova
support_state
supported
source_hashes object · 1 field
dsl_catalogue
f2132e96ae6c7a4e
evidence array · 1 item
[0]
The one-way analysis of variance (ANOVA) was used to determine the magnitude (fold change) and statistical significance (p-value) of genes' changes in expression level between sample classes.
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:26697388", "kind": "science-record", "revision": 8, "content_hash": "sha256:08f28df3a651c9e6dfe0eaabd5674480a89557330ac4406d3263dcc670d3c425", "created_at": "2026-11-01T15:40:15Z", "updated_at": "2026-11-01T22:42:31Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Genome-wide expression analysis comparing hypertrophic changes in normal and dysferlinopathy mice.", "doi": "10.1016/j.gdata.2015.10.010", "pmid": "26697388", "authors": ["Yun-Sil Lee", "C Conover Talbot", "Se-Jin Lee"], "journal": "Genomics data", "year": 2015, "abstract": "Because myostatin normally limits skeletal muscle growth, there are extensive efforts to develop myostatin inhibitors for clinical use. One potential concern is that in muscle degenerative diseases, inducing hypertrophy may increase stress on dystrophic fibers. Our study shows that blocking this pathway in dysferlin deficient mice results in early improvement in histopathology but ultimately accelerates muscle degeneration. Hence, benefits of this approach should be weighed against these potential detrimental effects. Here, we present detailed experimental methods and analysis for the gene expression profiling described in our recently published study in Human Molecular Genetics (Lee et al., 2015). Our data sets have been deposited in the Gene Expression Omnibus (GEO) database (GSE62945) and are available at http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE62945. Our data provide a resource for exploring molecular mechanisms that are related to hypertrophy-induced, accelerated muscular degeneration in dysferlinopathy.", "claims": [{"id": "claim-method", "statement": "The one-way analysis of variance (ANOVA) was used to determine the magnitude (fold change) and statistical significance (p-value) of genes' changes in expression level between sample classes.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:26697388", "locator": "sections[8] \"Data processing\" paragraph 3", "quote": "The one-way analysis of variance (ANOVA) was used to determine the magnitude (fold change) and statistical significance (p-value) of genes' changes in expression level between sample classes."}], "state": "complete"}, {"id": "claim-data-access", "statement": "Our data sets have been deposited in the Gene Expression Omnibus (GEO) database (GSE62945) and are available at http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE62945.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:26697388", "locator": "sections[0] \"Abstract\" paragraph 1", "quote": "Our data sets have been deposited in the Gene Expression Omnibus (GEO) database (GSE62945) and are available at http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE62945."}], "state": "complete"}, {"id": "claim-target-result", "statement": "The paper reports that blocking myostatin signaling in dysferlin-deficient mice initially improves histopathology but ultimately accelerates muscle degeneration. The statistical method used was one-way ANOVA, and the source data are available through GEO accession GSE62945.", "kind": "qualitative", "target": null, "evidence": [{"asset": "source:pmid:26697388", "locator": "sections[0] \"Abstract\" paragraph 1", "quote": "Our study shows that blocking this pathway in dysferlin deficient mice results in early improvement in histopathology but ultimately accelerates muscle degeneration."}, {"asset": "source:pmid:26697388", "locator": "sections[8] \"Data processing\" paragraph 3", "quote": "The one-way analysis of variance (ANOVA) was used to determine the magnitude (fold change) and statistical significance (p-value) of genes' changes in expression level between sample classes."}, {"asset": "source:pmid:26697388", "locator": "sections[2] \"Direct link to deposited data\" paragraph 2", "quote": "Raw and processed microarray data is available in GEO under accession GSE62945 http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE62945."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": "The paper reports that blocking myostatin signaling in dysferlin-deficient mice initially improves histopathology but ultimately accelerates muscle degeneration. The statistical method used was one-way ANOVA, and the source data are available through GEO accession GSE62945.", "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:26697388"], "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:GSE62945"], "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:GSE62945"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:26697388", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1016/j.gdata.2015.10.010", "sha256": "sha256:2fbf5c0cd1e95b2007f4f5c4e54540c15b502148734b8aa49e733a286cc57d3b", "bytes": 9283, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.1016/j.gdata.2015.10.010", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC4664771", "source": "europe_pmc_fulltext", "coverage": "whole_body_without_references", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:GSE62945", "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=GSE62945", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE62945", "version": null, "note": "Our data sets have been deposited in the Gene Expression Omnibus (GEO) database (GSE62945) and are available at http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE62945.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "Our data sets have been deposited in the Gene Expression Omnibus (GEO) database (GSE62945) and are available at http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE62945.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM1536838", "GSM1536839", "GSM1536840", "GSM1536841", "GSM1536842", "GSM1536843", "GSM1536844", "GSM1536845", "GSM1536846", "GSM1536847", "GSM1536848", "GSM1536849", "GSM1536850", "GSM1536851", "GSM1536852", "GSM1536853", "GSM1536854", "GSM1536855"], "sample_count": 18, "group_sizes": null, "group_sizes_basis": null, "platform": "6096", "taxon": "Mus musculus", "title": "Muscle Hypertrophy Induced by Myostatin Inhibition Accelerates Degeneration in Dysferlinopathy", "resolution_checked_at": "2026-11-01T15:39:55Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "asset:table:pmid:26697388:1", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:a6a1bd670e1bc35e240af27ee1aa28231f656bf4564eb544c2ad379f12a39f4f", "bytes": 880, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[1]/table-wrap[1]#t0020", "version": null, "note": null, "structure": {"pmcid": "PMC4664771", "section_index": 1, "section_title": "p", "row_count": 9, "column_count": 2}, "table": {"label": null, "caption": null, "rows": [["Specifications", ""], ["Organism/cell line/tissue", "Mus musculus/quadriceps muscle"], ["Sex", "Male"], ["Sequencer or array type", "Affymetrix Mouse Exon 1.0 ST arrays"], ["Data format", "Raw data: CEL. Processed data: SOFT, MINiML, TXT."], ["Experimental factors", "Genetically and pharmacologically induced muscular hypertrophy in normal vs. dysferlinopathy"], ["Experimental features", "Genome-wide expression analysis comparing hypertrophic changes in normal (wild-type, wt) and dystrophic (dysferlin-deficient, Dysf−/−) mouse muscles induced by genetic (follistatin overexpression, F66) and pharmacological (administration of activin type II soluble receptor, ACVR2B/Fc) approaches"], ["Consent", "N/A"], ["Sample source location", "N/A"]], "row_count": 9, "column_count": 2, "numeric_cells": 2, "header_rows": 1, "locator": "section[1]/table-wrap[1]#t0020"}}, {"id": "asset:table:pmid:26697388:2", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:2bdf27ee06736b73fe30ada4e127d3c132c704027e1beb589e97176de813bfcf", "bytes": 1442, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[2]/table-wrap[1]#t0025", "version": null, "note": null, "structure": {"pmcid": "PMC4664771", "section_index": 2, "section_title": "Direct link to deposited data", "row_count": 7, "column_count": 4}, "table": {"label": null, "caption": null, "rows": [["Genotype", "ACVR2B/Fc treatment", "Replicate", "GEO accession URL"], ["wt", "No", "3", "http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSM1536838http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSM1536839http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSM1536840"], ["wt", "Yes", "3", "http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSM1536841http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSM1536842http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSM1536843"], ["Dysf−/−", "No", "3", "http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSM1536844http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSM1536845http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSM1536846"], ["Dysf−/−", "Yes", "3", "http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSM1536847http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSM1536848http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSM1536849"], ["F66", "No", "3", "http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSM1536850http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSM1536851http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSM1536852"], ["F66;Dysf−/−", "No", "3", "http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSM1536853http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSM1536854http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSM1536855"]], "row_count": 7, "column_count": 4, "numeric_cells": 14, "header_rows": 1, "locator": "section[2]/table-wrap[1]#t0025"}}], "gaps": ["asset:data:geo:GSE62945 not downloaded", "asset:data:geo:GSE62945 licence not read"]}, "analysis": {"state": "complete", "methods": [{"id": "method-1", "family": "group_comparison", "specific": "anova", "label": "Group comparison", "dsl_operations": ["group_summary", "welch_t", "bootstrap_mean_difference", "group_comparison_anova"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["two_or_more_groups_continuous"], "evidence": {"score": 1.0, "band": "verbatim", "quote": "The one-way analysis of variance (ANOVA) was used to determine the magnitude (fold change) and statistical significance (p-value) of genes' changes in expression level between sample classes."}}], "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": ["group_summary", "welch_t", "bootstrap_mean_difference", "group_comparison_anova"], "missing_operations": [], "basis": "The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: anova."}, "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": ["GSE62945"], "resolved_accessions": ["GSE62945"], "statements": ["Our data sets have been deposited in the Gene Expression Omnibus (GEO) database (GSE62945) and are available at http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE62945."], "basis": "The paper names GSE62945 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": ["group_summary", "welch_t", "bootstrap_mean_difference", "group_comparison_anova"], "assets": ["source:pmid:26697388", "data:geo:GSE62945", "asset:table:pmid:26697388:1", "asset:table:pmid:26697388:2"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:GSE62945"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-10-31T18:26:58Z", "independence": "same_provider"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 8, "usage": {"prompt_tokens": 23442, "completion_tokens": 2922, "cached_tokens": 2088}}, "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:26697388", "type": "paper", "label": "pmid:26697388"}, {"id": "source:pmid:26697388", "type": "manuscript", "label": "PMID 26697388 full text"}, {"id": "data:geo:GSE62945", "type": "dataset", "label": "GEO GSE62945"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:26697388", "type": "paper", "label": "pmid:26697388"}, {"id": "source:pmid:26697388", "type": "manuscript", "label": "PMID 26697388 full text"}, {"id": "data:geo:GSE62945", "type": "dataset", "label": "GEO GSE62945"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-26697388", "type": "extraction", "used": ["source:pmid:26697388"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-GSE62945", "type": "accession_resolution", "used": ["data:geo:GSE62945"], "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:26697388", "parent_hash": "sha256:4e47d3f57a34d30c3538bbb2372518d125f8f15f24d7621a100124539dbcf98a", "fork_of": null, "generation": 7}, "gaps": ["asset:data:geo:GSE62945 licence not read", "asset:data:geo:GSE62945 not downloaded", "execution.not_run", "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": 0.99, "evidence": ["B/Fc have been shown to increase muscle mass in mice. Data processing Affymetrix CEL files genera", "rstanding of genomics and information on the mouse genome increase these values will change ove"], "order_basis": "paper_text_order:2392", "id": "assay:1"}, {"role": "data_generation", "definition_id": "microarray", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.99, "evidence": ["ncrease muscle mass in mice. Data processing Affymetrix CEL files generated by GeneChip Command Cons", "of gene transcripts, we imported all 641,130 Affymetrix “Extended Meta-probesets”. Quality control a"], "order_basis": "paper_text_order:2417", "id": "assay:2"}, {"role": "analysis", "definition_id": "group_comparison", "definition_version": "f2132e96ae6c7a4e", "definition_digest": null, "required_operations": ["group_summary", "welch_t", "bootstrap_mean_difference", "group_comparison_anova"], "support_state": "supported", "source_hashes": {"dsl_catalogue": "f2132e96ae6c7a4e"}, "confidence": 1.0, "evidence": ["The one-way analysis of variance (ANOVA) was used to determine the magnitude (fold change) and statistical significance (p-value) of genes' changes in expression level between sample classes."], "order_basis": "consumes_earlier_output", "id": "assay:3"}]}