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

pmid:26697401

Multi-omic profiling of MYCN-amplified neuroblastoma cell-lines.

Erik Dassi · Valentina Greco · Viktoryia Sidarovich · Paola Zuccotti · Natalia Arseni · Paola Scaruffi · Gian Paolo Tonini · Alessandro Quattrone

Genomics data · 2015 doi:10.1016/j.gdata.2015.11.012

Paper

complete

Experiment

complete

Data

partial

Analysis

partial

Execution

absent

Execution evidence has not yet been added to this .science file. Explore its methods, data and open questions to plan the next step.
Record details sci_version · id · kind · revision · content_hash · schema · created_at · updated_at · generator
id
pmid:26697401
kind
science-record
content_hash
sha256:0cecfd0686538c3fbdf70d57d653661bc083e64cdf96152d3dfb11051dfec960
schema
https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json
created_at
2026-11-01T15:40:15Z
updated_at
2026-11-01T21:20:22Z
generator object · 2 fields
name
corpus-assay-engine
run_id
reading-sci-2026-11-01
paper object · 10 fields
state
complete
title
Multi-omic profiling of MYCN-amplified neuroblastoma cell-lines.
doi
10.1016/j.gdata.2015.11.012
pmid
26697401
authors array · 8 items
[0]
Erik Dassi
[1]
Valentina Greco
[2]
Viktoryia Sidarovich
[3]
Paola Zuccotti
[4]
Natalia Arseni
[5]
Paola Scaruffi
[6]
Gian Paolo Tonini
[7]
Alessandro Quattrone
journal
Genomics data
year
2015
abstract
Neuroblastoma is the most common pediatric cancer, arising from the neural crest cells of the sympathetic nervous system. Its most aggressive subtype, characterized by the amplification of the MYCN oncogene, has a dismal prognosis and no effective treatment is available. Understanding the alterations induced by the tumor on the various layers of gene expression is therefore important for a complete characterization of this neuroblastoma subtype and for the discovery of new therapeutic opportunities. Here we describe the profiling of 13 MYCN-amplified neuroblastoma cell lines at the genome (copy number), transcriptome, translatome and miRome levels (GEO series GSE56654, GSE56552 and GSE56655). We provide detailed experimental and data analysis procedures by means of which we derived the results described in [1].
claims array · 3 items
[0] object · 6 fields
id
claim-method
statement
Differential representation of genes between the transcriptome and the transaltome was computed with RankProd [7], SAM (cran.r-project.org/web/packages/samr) and the T-test [8].
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:26697401
locator
sections[11] "Transcriptome and translatome data analysis" paragraph 2
quote
Differential representation of genes between the transcriptome and the transaltome was computed with RankProd [7], SAM (cran.r-project.org/web/packages/samr) and the T-test [8].
state
complete
[1] object · 6 fields
id
claim-data-access
statement
Transcriptome and translatome profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56552 Genome (copy number) profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56654 miRome profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56655
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:26697401
locator
sections[2] "Direct link to deposited data" paragraphs 1-4
quote
Transcriptome and translatome profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56552 Genome (copy number) profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56654 miRome profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56655
state
complete
[2] object · 6 fields
id
claim-target-result
statement
The paper reports multi-omic profiling of 13 MYCN-amplified neuroblastoma cell lines at the genome, transcriptome, translatome, and miRome levels, using statistical analyses that included differential-expression testing with RankProd, SAM, and the T-test; the raw and analyzed data are deposited in GEO under GSE56654, GSE56552, and GSE56655.
kind
qualitative
target
null
evidence array · 3 items
[0] object · 3 fields
asset
source:pmid:26697401
locator
sections[0] "Abstract" paragraph 1
quote
Here we describe the profiling of 13 MYCN-amplified neuroblastoma cell lines at the genome (copy number), transcriptome, translatome and miRome levels (GEO series GSE56654, GSE56552 and GSE56655).
[1] object · 3 fields
asset
source:pmid:26697401
locator
sections[11] "Transcriptome and translatome data analysis" paragraph 2
quote
Differential representation of genes between the transcriptome and the transaltome was computed with RankProd [7], SAM (cran.r-project.org/web/packages/samr) and the T-test [8].
[2] object · 3 fields
asset
source:pmid:26697401
locator
sections[2] "Direct link to deposited data" paragraphs 1-4
quote
Transcriptome and translatome profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56552 Genome (copy number) profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56654 miRome profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56655
state
complete
gaps array · 0 items
experiment object · 8 fields
state
complete
objective
The paper reports multi-omic profiling of 13 MYCN-amplified neuroblastoma cell lines at the genome, transcriptome, translatome, and miRome levels, using statistical analyses that included differential-expression testing with RankProd, SAM, and the T-test; the raw and analyzed data are deposited in GEO under GSE56654, GSE56552, and GSE56655.
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:26697401
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:GSE56552
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:GSE56552
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:26697401
role
manuscript
format
xml
media_type
application/xml
uri
https://doi.org/10.1016/j.gdata.2015.11.012
sha256
sha256:60c29601d20dc491a3764d32eb0c00bbe6dfe5bab2e972cbb8d95f2eb315a406
bytes
13525
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
10.1016/j.gdata.2015.11.012
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
PMC4664780
source
europe_pmc_fulltext
coverage
whole_body
text_hash_scope
rendered_section_body
[1] object · 15 fields
id
data:geo:GSE56552
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=GSE56552
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE56552
version
null
note
Transcriptome and translatome profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56552 Genome (copy number) profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56654 miRome profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56655
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
Transcriptome and translatome profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56552 Genome (copy number) profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56654 miRome profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56655
access_statement_kind
data_availability_statement
sample_accessions array · 26 items
[0]
GSM1363591
[1]
GSM1363592
[2]
GSM1363593
[3]
GSM1363594
[4]
GSM1363595
[5]
GSM1363596
[6]
GSM1363597
[7]
GSM1363598
[8]
GSM1363599
[9]
GSM1363600
[10]
GSM1363601
[11]
GSM1363602
[12]
GSM1363603
[13]
GSM1363604
[14]
GSM1363605
[15]
GSM1363606
[16]
GSM1363607
[17]
GSM1363608
[18]
GSM1363609
[19]
GSM1363610
[20]
GSM1363611
[21]
GSM1363612
[22]
GSM1363613
[23]
GSM1363614
[24]
GSM1363615
[25]
GSM1363616
sample_count
26
group_sizes
null
group_sizes_basis
null
platform
6480
taxon
Homo sapiens
title
Total and polysomal gene expression profiling of MYCN-amplified Neuroblastoma cell lines
resolution_checked_at
2026-11-01T15:39:54Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[2] object · 15 fields
id
data:geo:GSE56654
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=GSE56654
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE56654
version
null
note
Transcriptome and translatome profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56552 Genome (copy number) profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56654 miRome profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56655
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
Transcriptome and translatome profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56552 Genome (copy number) profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56654 miRome profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56655
access_statement_kind
data_availability_statement
sample_accessions array · 13 items
[0]
GSM1366403
[1]
GSM1366404
[2]
GSM1366405
[3]
GSM1366406
[4]
GSM1366407
[5]
GSM1366408
[6]
GSM1366409
[7]
GSM1366410
[8]
GSM1366411
[9]
GSM1366412
[10]
GSM1366413
[11]
GSM1366414
[12]
GSM1366415
sample_count
13
group_sizes
null
group_sizes_basis
null
platform
9128
taxon
Homo sapiens
title
aCGH profiling of MYCN-amplified Neuroblastoma cell lines
resolution_checked_at
2026-11-01T15:39:54Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[3] object · 15 fields
id
data:geo:GSE56655
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=GSE56655
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE56655
version
null
note
Transcriptome and translatome profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56552 Genome (copy number) profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56654 miRome profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56655
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
Transcriptome and translatome profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56552 Genome (copy number) profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56654 miRome profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56655
access_statement_kind
data_availability_statement
sample_accessions array · 11 items
[0]
GSM1366416
[1]
GSM1366417
[2]
GSM1366418
[3]
GSM1366419
[4]
GSM1366420
[5]
GSM1366421
[6]
GSM1366422
[7]
GSM1366423
[8]
GSM1366424
[9]
GSM1366425
[10]
GSM1366426
sample_count
11
group_sizes
null
group_sizes_basis
null
platform
8227
taxon
Homo sapiens
title
miRNA profiling of MYCN-amplified Neuroblastoma cell lines
resolution_checked_at
2026-11-01T15:39:54Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
gaps array · 6 items
[0]
asset:data:geo:GSE56552 not downloaded
[1]
asset:data:geo:GSE56552 licence not read
[2]
asset:data:geo:GSE56654 not downloaded
[3]
asset:data:geo:GSE56654 licence not read
[4]
asset:data:geo:GSE56655 not downloaded
[5]
asset:data:geo:GSE56655 licence not read
analysis object · 4 fields
state
partial
methods array · 1 item
[0] object · 10 fields
id
method-1
family
null
specific
null
label
RankProd, SAM and T-test
dsl_operations array · 0 items
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 0 items
evidence object · 3 fields
score
1
band
verbatim
quote
Differential representation of genes between the transcriptome and the transaltome was computed with RankProd [7], SAM (cran.r-project.org/web/packages/samr) and the T-test [8].
targets array · 0 items
gaps array · 1 item
[0]
method.reader_named_unmapped
capability object · 3 fields
state
complete
requirements array · 1 item
[0] object · 6 fields
capability_id
capability:computational_analysis
label
Computational analysis platform
assay_families array · 9 items
[0]
meta_analysis
[1]
machine_learning
[2]
survival_analysis
[3]
statistical_regression
[4]
pca
[5]
molecular_docking
[6]
network_analysis
[7]
differential_expression
[8]
gwas
candidate
Automated Assays Laravel application and simulated adapters
gaps array · 0 items
readiness object · 8 fields
state
blocked
tier
R4
blocking_axis
method
blocked_on
method:not_determinable
axes object · 3 fields
method object · 5 fields
tier
R4
expressible
false
required_operations array · 0 items
missing_operations array · 0 items
basis
The reader quoted the method the paper names (RankProd, SAM and T-test), but the corpus's method extractor could not map it onto a DSL operation, so the method is published but not expressible.
capability object · 4 fields
tier
R1
capability_id
capability:computational_analysis
availability_state
owned
basis
The computational analysis is owned. The physical bench the paper used is not, so a physical validation cannot be run here.
data object · 6 fields
tier
R1
reachable
true
accessions array · 3 items
[0]
GSE56552
[1]
GSE56654
[2]
GSE56655
resolved_accessions array · 3 items
[0]
GSE56552
[1]
GSE56654
[2]
GSE56655
statements array · 1 item
[0]
Transcriptome and translatome profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56552 Genome (copy number) profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56654 miRome profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56655
basis
The paper names GSE56552, GSE56654, GSE56655 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 · 0 items
assets array · 2 items
[0]
source:pmid:26697401
[1]
data:geo:GSE56552
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:GSE56552
gaps array · 1 item
[0]
method:not_determinable
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
2026-10-31T18:27:07Z
independence
same_provider
evidence_check object · 2 fields
method
verbatim
availability
verbatim
calls
8
usage object · 3 fields
prompt_tokens
33014
completion_tokens
3366
cached_tokens
5152
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:26697401
type
paper
label
pmid:26697401
[1] object · 3 fields
id
source:pmid:26697401
type
manuscript
label
PMID 26697401 full text
[2] object · 3 fields
id
data:geo:GSE56552
type
dataset
label
GEO GSE56552
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:26697401
type
paper
label
pmid:26697401
[1] object · 3 fields
id
source:pmid:26697401
type
manuscript
label
PMID 26697401 full text
[2] object · 3 fields
id
data:geo:GSE56552
type
dataset
label
GEO GSE56552
agent
agent:corpus-assay-engine
[1] object · 4 fields
id
activity-read-26697401
type
extraction
used array · 1 item
[0]
source:pmid:26697401
agent
agent:minimax-reader
[2] object · 4 fields
id
activity-resolve-GSE56552
type
accession_resolution
used array · 1 item
[0]
data:geo:GSE56552
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:26697401
parent_hash
sha256:c402f82345fff3c4a36e80664f1032398fff3a14afeb5667aa84721d8cd708eb
fork_of
null
gaps array · 11 items
[0]
asset:data:geo:GSE56552 licence not read
[1]
asset:data:geo:GSE56552 not downloaded
[2]
asset:data:geo:GSE56654 licence not read
[3]
asset:data:geo:GSE56654 not downloaded
[4]
asset:data:geo:GSE56655 licence not read
[5]
asset:data:geo:GSE56655 not downloaded
[6]
execution.not_run
[7]
method.reader_named_unmapped
[8]
review.human_critique
[9]
review.independent_reader
[10]
review.machine_critique
assays array · 1 item
[0] 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
0.85
evidence array · 1 item
[0]
miRome) included in this study. Cell culture Cell lines were grown at 37 °C in a 5%-CO2 humidified atmosphere.
order_basis
paper_text_order:1411
id
assay:1
Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:26697401", "kind": "science-record", "revision": 6, "content_hash": "sha256:0cecfd0686538c3fbdf70d57d653661bc083e64cdf96152d3dfb11051dfec960", "created_at": "2026-11-01T15:40:15Z", "updated_at": "2026-11-01T21:20:22Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Multi-omic profiling of MYCN-amplified neuroblastoma cell-lines.", "doi": "10.1016/j.gdata.2015.11.012", "pmid": "26697401", "authors": ["Erik Dassi", "Valentina Greco", "Viktoryia Sidarovich", "Paola Zuccotti", "Natalia Arseni", "Paola Scaruffi", "Gian Paolo Tonini", "Alessandro Quattrone"], "journal": "Genomics data", "year": 2015, "abstract": "Neuroblastoma is the most common pediatric cancer, arising from the neural crest cells of the sympathetic nervous system. Its most aggressive subtype, characterized by the amplification of the MYCN oncogene, has a dismal prognosis and no effective treatment is available. Understanding the alterations induced by the tumor on the various layers of gene expression is therefore important for a complete characterization of this neuroblastoma subtype and for the discovery of new therapeutic opportunities. Here we describe the profiling of 13 MYCN-amplified neuroblastoma cell lines at the genome (copy number), transcriptome, translatome and miRome levels (GEO series GSE56654, GSE56552 and GSE56655). We provide detailed experimental and data analysis procedures by means of which we derived the results described in [1].", "claims": [{"id": "claim-method", "statement": "Differential representation of genes between the transcriptome and the transaltome was computed with RankProd [7], SAM (cran.r-project.org/web/packages/samr) and the T-test [8].", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:26697401", "locator": "sections[11] \"Transcriptome and translatome data analysis\" paragraph 2", "quote": "Differential representation of genes between the transcriptome and the transaltome was computed with RankProd [7], SAM (cran.r-project.org/web/packages/samr) and the T-test [8]."}], "state": "complete"}, {"id": "claim-data-access", "statement": "Transcriptome and translatome profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56552\nGenome (copy number) profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56654\nmiRome profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56655", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:26697401", "locator": "sections[2] \"Direct link to deposited data\" paragraphs 1-4", "quote": "Transcriptome and translatome profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56552\nGenome (copy number) profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56654\nmiRome profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56655"}], "state": "complete"}, {"id": "claim-target-result", "statement": "The paper reports multi-omic profiling of 13 MYCN-amplified neuroblastoma cell lines at the genome, transcriptome, translatome, and miRome levels, using statistical analyses that included differential-expression testing with RankProd, SAM, and the T-test; the raw and analyzed data are deposited in GEO under GSE56654, GSE56552, and GSE56655.", "kind": "qualitative", "target": null, "evidence": [{"asset": "source:pmid:26697401", "locator": "sections[0] \"Abstract\" paragraph 1", "quote": "Here we describe the profiling of 13 MYCN-amplified neuroblastoma cell lines at the genome (copy number), transcriptome, translatome and miRome levels (GEO series GSE56654, GSE56552 and GSE56655)."}, {"asset": "source:pmid:26697401", "locator": "sections[11] \"Transcriptome and translatome data analysis\" paragraph 2", "quote": "Differential representation of genes between the transcriptome and the transaltome was computed with RankProd [7], SAM (cran.r-project.org/web/packages/samr) and the T-test [8]."}, {"asset": "source:pmid:26697401", "locator": "sections[2] \"Direct link to deposited data\" paragraphs 1-4", "quote": "Transcriptome and translatome profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56552\nGenome (copy number) profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56654\nmiRome profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56655"}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": "The paper reports multi-omic profiling of 13 MYCN-amplified neuroblastoma cell lines at the genome, transcriptome, translatome, and miRome levels, using statistical analyses that included differential-expression testing with RankProd, SAM, and the T-test; the raw and analyzed data are deposited in GEO under GSE56654, GSE56552, and GSE56655.", "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:26697401"], "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:GSE56552"], "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:GSE56552"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:26697401", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1016/j.gdata.2015.11.012", "sha256": "sha256:60c29601d20dc491a3764d32eb0c00bbe6dfe5bab2e972cbb8d95f2eb315a406", "bytes": 13525, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.1016/j.gdata.2015.11.012", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC4664780", "source": "europe_pmc_fulltext", "coverage": "whole_body", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:GSE56552", "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=GSE56552", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE56552", "version": null, "note": "Transcriptome and translatome profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56552\nGenome (copy number) profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56654\nmiRome profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56655", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "Transcriptome and translatome profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56552\nGenome (copy number) profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56654\nmiRome profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56655", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM1363591", "GSM1363592", "GSM1363593", "GSM1363594", "GSM1363595", "GSM1363596", "GSM1363597", "GSM1363598", "GSM1363599", "GSM1363600", "GSM1363601", "GSM1363602", "GSM1363603", "GSM1363604", "GSM1363605", "GSM1363606", "GSM1363607", "GSM1363608", "GSM1363609", "GSM1363610", "GSM1363611", "GSM1363612", "GSM1363613", "GSM1363614", "GSM1363615", "GSM1363616"], "sample_count": 26, "group_sizes": null, "group_sizes_basis": null, "platform": "6480", "taxon": "Homo sapiens", "title": "Total and polysomal gene expression profiling of MYCN-amplified Neuroblastoma cell lines", "resolution_checked_at": "2026-11-01T15:39:54Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "data:geo:GSE56654", "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=GSE56654", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE56654", "version": null, "note": "Transcriptome and translatome profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56552\nGenome (copy number) profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56654\nmiRome profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56655", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "Transcriptome and translatome profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56552\nGenome (copy number) profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56654\nmiRome profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56655", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM1366403", "GSM1366404", "GSM1366405", "GSM1366406", "GSM1366407", "GSM1366408", "GSM1366409", "GSM1366410", "GSM1366411", "GSM1366412", "GSM1366413", "GSM1366414", "GSM1366415"], "sample_count": 13, "group_sizes": null, "group_sizes_basis": null, "platform": "9128", "taxon": "Homo sapiens", "title": "aCGH profiling of MYCN-amplified Neuroblastoma cell lines", "resolution_checked_at": "2026-11-01T15:39:54Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "data:geo:GSE56655", "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=GSE56655", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE56655", "version": null, "note": "Transcriptome and translatome profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56552\nGenome (copy number) profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56654\nmiRome profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56655", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "Transcriptome and translatome profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56552\nGenome (copy number) profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56654\nmiRome profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56655", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM1366416", "GSM1366417", "GSM1366418", "GSM1366419", "GSM1366420", "GSM1366421", "GSM1366422", "GSM1366423", "GSM1366424", "GSM1366425", "GSM1366426"], "sample_count": 11, "group_sizes": null, "group_sizes_basis": null, "platform": "8227", "taxon": "Homo sapiens", "title": "miRNA profiling of MYCN-amplified Neuroblastoma cell lines", "resolution_checked_at": "2026-11-01T15:39:54Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}], "gaps": ["asset:data:geo:GSE56552 not downloaded", "asset:data:geo:GSE56552 licence not read", "asset:data:geo:GSE56654 not downloaded", "asset:data:geo:GSE56654 licence not read", "asset:data:geo:GSE56655 not downloaded", "asset:data:geo:GSE56655 licence not read"]}, "analysis": {"state": "partial", "methods": [{"id": "method-1", "family": null, "specific": null, "label": "RankProd, SAM and T-test", "dsl_operations": [], "missing_operations": [], "expressible": null, "parameters": {}, "data_shapes": [], "evidence": {"score": 1.0, "band": "verbatim", "quote": "Differential representation of genes between the transcriptome and the transaltome was computed with RankProd [7], SAM (cran.r-project.org/web/packages/samr) and the T-test [8]."}}], "targets": [], "gaps": ["method.reader_named_unmapped"]}, "capability": {"state": "complete", "requirements": [{"capability_id": "capability:computational_analysis", "label": "Computational analysis platform", "assay_families": ["meta_analysis", "machine_learning", "survival_analysis", "statistical_regression", "pca", "molecular_docking", "network_analysis", "differential_expression", "gwas"], "availability_state": "owned", "tier_unlocked": "R1", "candidate": "Automated Assays Laravel application and simulated adapters"}], "gaps": []}, "readiness": {"state": "blocked", "tier": "R4", "blocking_axis": "method", "blocked_on": "method:not_determinable", "axes": {"method": {"tier": "R4", "expressible": false, "required_operations": [], "missing_operations": [], "basis": "The reader quoted the method the paper names (RankProd, SAM and T-test), but the corpus's method extractor could not map it onto a DSL operation, so the method is published but not expressible."}, "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": ["GSE56552", "GSE56654", "GSE56655"], "resolved_accessions": ["GSE56552", "GSE56654", "GSE56655"], "statements": ["Transcriptome and translatome profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56552\nGenome (copy number) profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56654\nmiRome profiling: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE56655"], "basis": "The paper names GSE56552, GSE56654, GSE56655 in GEO and the accession resolves in the repository. No dataset was downloaded and no licence was read."}}, "can_run": {"dsl_operations": [], "assets": ["source:pmid:26697401", "data:geo:GSE56552"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:GSE56552"]}, "gaps": ["method:not_determinable"]}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-10-31T18:27:07Z", "independence": "same_provider"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 8, "usage": {"prompt_tokens": 33014, "completion_tokens": 3366, "cached_tokens": 5152}}, "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:26697401", "type": "paper", "label": "pmid:26697401"}, {"id": "source:pmid:26697401", "type": "manuscript", "label": "PMID 26697401 full text"}, {"id": "data:geo:GSE56552", "type": "dataset", "label": "GEO GSE56552"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:26697401", "type": "paper", "label": "pmid:26697401"}, {"id": "source:pmid:26697401", "type": "manuscript", "label": "PMID 26697401 full text"}, {"id": "data:geo:GSE56552", "type": "dataset", "label": "GEO GSE56552"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-26697401", "type": "extraction", "used": ["source:pmid:26697401"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-GSE56552", "type": "accession_resolution", "used": ["data:geo:GSE56552"], "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:26697401", "parent_hash": "sha256:c402f82345fff3c4a36e80664f1032398fff3a14afeb5667aa84721d8cd708eb", "fork_of": null, "generation": 5}, "gaps": ["asset:data:geo:GSE56552 licence not read", "asset:data:geo:GSE56552 not downloaded", "asset:data:geo:GSE56654 licence not read", "asset:data:geo:GSE56654 not downloaded", "asset:data:geo:GSE56655 licence not read", "asset:data:geo:GSE56655 not downloaded", "execution.not_run", "method.reader_named_unmapped", "review.human_critique", "review.independent_reader", "review.machine_critique"], "assays": [{"role": "data_generation", "definition_id": "cell_culture", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.85, "evidence": ["miRome) included in this study. Cell culture Cell lines were grown at 37 °C in a 5%-CO2 humidified atmosphere."], "order_basis": "paper_text_order:1411", "id": "assay:1"}]}