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

pmid:33680912

MYCT1 Inhibits the Adhesion and Migration of Laryngeal Cancer Cells Potentially Through Repressing Collagen VI.

Peng-Peng Wang · Si-Yu Ding · Yuan-Yuan Sun · Yun-Hui Li · Wei-Neng Fu

Frontiers in oncology · 2020 doi:10.3389/fonc.2020.564733

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:33680912
kind
science-record
content_hash
sha256:b2194afdf2da2620602d763d11a192ba0133faa53ced6d374c090d590119a70e
schema
https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json
created_at
2026-11-01T15:41:27Z
updated_at
2026-11-01T22:03:16Z
generator object · 2 fields
name
corpus-assay-engine
run_id
reading-sci-2026-11-01
paper object · 10 fields
state
complete
title
MYCT1 Inhibits the Adhesion and Migration of Laryngeal Cancer Cells Potentially Through Repressing Collagen VI.
doi
10.3389/fonc.2020.564733
pmid
33680912
authors array · 5 items
[0]
Peng-Peng Wang
[1]
Si-Yu Ding
[2]
Yuan-Yuan Sun
[3]
Yun-Hui Li
[4]
Wei-Neng Fu
journal
Frontiers in oncology
year
2020
abstract
MYCT1, a target of c-Myc, inhibits laryngeal cancer cell migration, but the underlying mechanism remains unclear. In the study, we detected differentially expressed genes (DEGs) from laryngeal cancer cells transfected by MYCT1 using RNA-seq (GSE123275). DEGs from head and neck squamous cell carcinoma (HNSCC) were first screened by comparison of transcription data from the Gene Expression Omnibus (GSE6631) and the Cancer Genome Atlas (TCGA) datasets using weighted gene co-expression network analysis (WGCNA). GO and KEGG pathway analysis explained the functions of the DEGs. The DEGs overlapped between GSE6631and TCGA datasets were then compared with ours to find the key DEGs downstream of MYCT1 related to the adhesion and migration of laryngeal cancer cells. qRT-PCR and Western blot were applied to validate gene expression at mRNA and protein levels, respectively. Finally, the cell adhesion, migration, and wound healing assays were to check cell adhesion and migration abilities, respectively. As results, 39 overlapping genes were enriched in the GSE6631 and TCGA datasets, and most of them revealed adhesion function. Thirteen of 39 genes including COL6 members COL6A1, COL6A2, and COL6A3 were overlapped in GSE6631, TCGA, and GSE123275 datasets. Similar to our RNA-seq results, we confirmed that COL6 is a target of MYCT1 in laryngeal cancer cells. We also found that MYCT1 inhibited the adhesion and migration of laryngeal cancer cells via COL6. These indicate that COL6 is a potential target of MYCT1 and participates the adhesion and migration of laryngeal cancer cells, which provides an important clue for further study on how MYCT1 regulating COL6 in laryngeal cancer progression.
claims array · 1 item
[0] object · 6 fields
id
claim-data-access
statement
The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found below: https://www.ncbi.nlm.nih.gov/geo/, GSE6631 and GSE123275; http://cancergenome.nih.gov, RNA-seq data (level 3).
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:33680912
locator
sections[25] "Data Availability Statement" paragraph 2
quote
The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found below: https://www.ncbi.nlm.nih.gov/geo/, GSE6631 and GSE123275; http://cancergenome.nih.gov, RNA-seq data (level 3).
state
complete
gaps array · 0 items
experiment object · 8 fields
state
complete
objective
null
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:33680912
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:GSE123275
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:GSE123275
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:33680912
role
manuscript
format
xml
media_type
application/xml
uri
https://doi.org/10.3389/fonc.2020.564733
sha256
sha256:ba9e593e053d62641eb6cea71959ddcc2e0556ac9b44f7a998a5254fc2ebbd57
bytes
35654
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
10.3389/fonc.2020.564733
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
PMC7931689
source
europe_pmc_fulltext
coverage
whole_body
text_hash_scope
rendered_section_body
[1] object · 15 fields
id
data:geo:GSE123275
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=GSE123275
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE123275
version
null
note
The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found below: https://www.ncbi.nlm.nih.gov/geo/, GSE6631 and GSE123275; http://cancergenome.nih.gov, RNA-seq data (level 3).
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found below: https://www.ncbi.nlm.nih.gov/geo/, GSE6631 and GSE123275; http://cancergenome.nih.gov, RNA-seq data (level 3).
access_statement_kind
data_availability_statement
sample_accessions array · 4 items
[0]
GSM3498854
[1]
GSM3498855
[2]
GSM3498856
[3]
GSM3498857
sample_count
4
group_sizes
null
group_sizes_basis
null
platform
20301
taxon
Homo sapiens
title
Next Generation Sequencing Facilitates Quantitative Analysis of Transcriptomes at LncRNA and mRNA and miRNA levels between Hep2 cells with stable transfection of MYCT1 and non-transfection of MYCT1
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:GSE6631
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=GSE6631
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE6631
version
null
note
The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found below: https://www.ncbi.nlm.nih.gov/geo/, GSE6631 and GSE123275; http://cancergenome.nih.gov, RNA-seq data (level 3).
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found below: https://www.ncbi.nlm.nih.gov/geo/, GSE6631 and GSE123275; http://cancergenome.nih.gov, RNA-seq data (level 3).
access_statement_kind
data_availability_statement
sample_accessions array · 44 items
[0]
GSM153813
[1]
GSM153814
[2]
GSM153815
[3]
GSM153816
[4]
GSM153817
[5]
GSM153818
[6]
GSM153819
[7]
GSM153820
[8]
GSM153821
[9]
GSM153822
[10]
GSM153823
[11]
GSM153824
[12]
GSM153825
[13]
GSM153826
[14]
GSM153827
[15]
GSM153828
[16]
GSM153829
[17]
GSM153830
[18]
GSM153831
[19]
GSM153832
[20]
GSM153833
[21]
GSM153834
[22]
GSM153835
[23]
GSM153836
[24]
GSM153837
[25]
GSM153838
[26]
GSM153839
[27]
GSM153840
[28]
GSM153841
[29]
GSM153842
[30]
GSM153843
[31]
GSM153844
[32]
GSM153845
[33]
GSM153846
[34]
GSM153847
[35]
GSM153848
[36]
GSM153849
[37]
GSM153850
[38]
GSM153851
[39]
GSM153852
[40]
GSM153853
[41]
GSM153854
[42]
GSM153855
[43]
GSM153856
sample_count
44
group_sizes
null
group_sizes_basis
null
platform
8300
taxon
Homo sapiens
title
Expression data from head and neck squamous cell carcinoma
resolution_checked_at
2026-11-01T15:39:55Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
gaps array · 4 items
[0]
asset:data:geo:GSE123275 not downloaded
[1]
asset:data:geo:GSE123275 licence not read
[2]
asset:data:geo:GSE6631 not downloaded
[3]
asset:data:geo:GSE6631 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
0.8
band
high
quote
analysis of variance
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 · 2 items
[0]
GSE6631
[1]
GSE123275
resolved_accessions array · 2 items
[0]
GSE6631
[1]
GSE123275
statements array · 1 item
[0]
The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found below: https://www.ncbi.nlm.nih.gov/geo/, GSE6631 and GSE123275; http://cancergenome.nih.gov, RNA-seq data (level 3).
basis
The paper names GSE6631, GSE123275 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 · 2 items
[0]
source:pmid:33680912
[1]
data:geo:GSE123275
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:GSE123275
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
2026-10-31T19:27:00Z
independence
single_reader
evidence_check object · 2 fields
method
null
availability
verbatim
calls
3
usage object · 3 fields
prompt_tokens
30125
completion_tokens
1673
cached_tokens
784
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:33680912
type
paper
label
pmid:33680912
[1] object · 3 fields
id
source:pmid:33680912
type
manuscript
label
PMID 33680912 full text
[2] object · 3 fields
id
data:geo:GSE123275
type
dataset
label
GEO GSE123275
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:33680912
type
paper
label
pmid:33680912
[1] object · 3 fields
id
source:pmid:33680912
type
manuscript
label
PMID 33680912 full text
[2] object · 3 fields
id
data:geo:GSE123275
type
dataset
label
GEO GSE123275
agent
agent:corpus-assay-engine
[1] object · 4 fields
id
activity-read-33680912
type
extraction
used array · 1 item
[0]
source:pmid:33680912
agent
agent:minimax-reader
[2] object · 4 fields
id
activity-resolve-GSE123275
type
accession_resolution
used array · 1 item
[0]
data:geo:GSE123275
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:33680912
parent_hash
sha256:f762f37c38597f6a3f3b9b0b0d5bcaab0385833eb030117af2a037248f4bb379
fork_of
null
gaps array · 8 items
[0]
asset:data:geo:GSE123275 licence not read
[1]
asset:data:geo:GSE123275 not downloaded
[2]
asset:data:geo:GSE6631 licence not read
[3]
asset:data:geo:GSE6631 not downloaded
[4]
execution.not_run
[5]
review.human_critique
[6]
review.independent_reader
[7]
review.machine_critique
assays array · 4 items
[0] object · 11 fields
role
data_generation
definition_id
transfection
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]
sed genes (DEGs) from laryngeal cancer cells transfected by MYCT1 using RNA-seq (GSE123275). DEGs fro
order_basis
paper_text_order:273
id
assay:1
[1] 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 · 2 items
[0]
geal cancer cells transfected by MYCT1 using RNA-seq (GSE123275). DEGs from head and neck squamou
[1]
TCGA, and GSE123275 datasets. Similar to our RNA-seq results, we confirmed that COL6 is a target
order_basis
paper_text_order:300
id
assay:2
[2] object · 11 fields
role
data_generation
definition_id
western_blot
definition_version
99e1195c7d6f
required_operations array · 0 items
support_state
partial
source_hashes object · 1 field
assay_lexicon
99e1195c7d6f
confidence
0.93
evidence array · 1 item
[0]
ation of laryngeal cancer cells. qRT-PCR and Western blot were applied to validate gene expression at
order_basis
paper_text_order:846
id
assay:3
[3] 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]
analysis of variance
order_basis
consumes_earlier_output
id
assay:4
Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:33680912", "kind": "science-record", "revision": 7, "content_hash": "sha256:b2194afdf2da2620602d763d11a192ba0133faa53ced6d374c090d590119a70e", "created_at": "2026-11-01T15:41:27Z", "updated_at": "2026-11-01T22:03:16Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "MYCT1 Inhibits the Adhesion and Migration of Laryngeal Cancer Cells Potentially Through Repressing Collagen VI.", "doi": "10.3389/fonc.2020.564733", "pmid": "33680912", "authors": ["Peng-Peng Wang", "Si-Yu Ding", "Yuan-Yuan Sun", "Yun-Hui Li", "Wei-Neng Fu"], "journal": "Frontiers in oncology", "year": 2020, "abstract": "MYCT1, a target of c-Myc, inhibits laryngeal cancer cell migration, but the underlying mechanism remains unclear. In the study, we detected differentially expressed genes (DEGs) from laryngeal cancer cells transfected by MYCT1 using RNA-seq (GSE123275). DEGs from head and neck squamous cell carcinoma (HNSCC) were first screened by comparison of transcription data from the Gene Expression Omnibus (GSE6631) and the Cancer Genome Atlas (TCGA) datasets using weighted gene co-expression network analysis (WGCNA). GO and KEGG pathway analysis explained the functions of the DEGs. The DEGs overlapped between GSE6631and TCGA datasets were then compared with ours to find the key DEGs downstream of MYCT1 related to the adhesion and migration of laryngeal cancer cells. qRT-PCR and Western blot were applied to validate gene expression at mRNA and protein levels, respectively. Finally, the cell adhesion, migration, and wound healing assays were to check cell adhesion and migration abilities, respectively. As results, 39 overlapping genes were enriched in the GSE6631 and TCGA datasets, and most of them revealed adhesion function. Thirteen of 39 genes including COL6 members COL6A1, COL6A2, and COL6A3 were overlapped in GSE6631, TCGA, and GSE123275 datasets. Similar to our RNA-seq results, we confirmed that COL6 is a target of MYCT1 in laryngeal cancer cells. We also found that MYCT1 inhibited the adhesion and migration of laryngeal cancer cells via COL6. These indicate that COL6 is a potential target of MYCT1 and participates the adhesion and migration of laryngeal cancer cells, which provides an important clue for further study on how MYCT1 regulating COL6 in laryngeal cancer progression.", "claims": [{"id": "claim-data-access", "statement": "The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found below: https://www.ncbi.nlm.nih.gov/geo/, GSE6631 and GSE123275; http://cancergenome.nih.gov, RNA-seq data (level 3).", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:33680912", "locator": "sections[25] \"Data Availability Statement\" paragraph 2", "quote": "The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found below: https://www.ncbi.nlm.nih.gov/geo/, GSE6631 and GSE123275; http://cancergenome.nih.gov, RNA-seq data (level 3)."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": null, "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:33680912"], "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:GSE123275"], "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:GSE123275"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:33680912", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.3389/fonc.2020.564733", "sha256": "sha256:ba9e593e053d62641eb6cea71959ddcc2e0556ac9b44f7a998a5254fc2ebbd57", "bytes": 35654, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.3389/fonc.2020.564733", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC7931689", "source": "europe_pmc_fulltext", "coverage": "whole_body", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:GSE123275", "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=GSE123275", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE123275", "version": null, "note": "The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found below: https://www.ncbi.nlm.nih.gov/geo/, GSE6631 and GSE123275; http://cancergenome.nih.gov, RNA-seq data (level 3).", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found below: https://www.ncbi.nlm.nih.gov/geo/, GSE6631 and GSE123275; http://cancergenome.nih.gov, RNA-seq data (level 3).", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM3498854", "GSM3498855", "GSM3498856", "GSM3498857"], "sample_count": 4, "group_sizes": null, "group_sizes_basis": null, "platform": "20301", "taxon": "Homo sapiens", "title": "Next Generation Sequencing Facilitates Quantitative Analysis of  Transcriptomes at LncRNA and mRNA and miRNA levels between Hep2 cells with stable transfection of MYCT1 and non-transfection of MYCT1", "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:GSE6631", "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=GSE6631", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE6631", "version": null, "note": "The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found below: https://www.ncbi.nlm.nih.gov/geo/, GSE6631 and GSE123275; http://cancergenome.nih.gov, RNA-seq data (level 3).", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found below: https://www.ncbi.nlm.nih.gov/geo/, GSE6631 and GSE123275; http://cancergenome.nih.gov, RNA-seq data (level 3).", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM153813", "GSM153814", "GSM153815", "GSM153816", "GSM153817", "GSM153818", "GSM153819", "GSM153820", "GSM153821", "GSM153822", "GSM153823", "GSM153824", "GSM153825", "GSM153826", "GSM153827", "GSM153828", "GSM153829", "GSM153830", "GSM153831", "GSM153832", "GSM153833", "GSM153834", "GSM153835", "GSM153836", "GSM153837", "GSM153838", "GSM153839", "GSM153840", "GSM153841", "GSM153842", "GSM153843", "GSM153844", "GSM153845", "GSM153846", "GSM153847", "GSM153848", "GSM153849", "GSM153850", "GSM153851", "GSM153852", "GSM153853", "GSM153854", "GSM153855", "GSM153856"], "sample_count": 44, "group_sizes": null, "group_sizes_basis": null, "platform": "8300", "taxon": "Homo sapiens", "title": "Expression data from head and neck squamous cell carcinoma", "resolution_checked_at": "2026-11-01T15:39:55Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}], "gaps": ["asset:data:geo:GSE123275 not downloaded", "asset:data:geo:GSE123275 licence not read", "asset:data:geo:GSE6631 not downloaded", "asset:data:geo:GSE6631 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": 0.8, "band": "high", "quote": "analysis of variance"}}], "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": ["GSE6631", "GSE123275"], "resolved_accessions": ["GSE6631", "GSE123275"], "statements": ["The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found below: https://www.ncbi.nlm.nih.gov/geo/, GSE6631 and GSE123275; http://cancergenome.nih.gov, RNA-seq data (level 3)."], "basis": "The paper names GSE6631, GSE123275 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:33680912", "data:geo:GSE123275"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:GSE123275"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-10-31T19:27:00Z", "independence": "single_reader"}, "evidence_check": {"method": null, "availability": "verbatim"}, "calls": 3, "usage": {"prompt_tokens": 30125, "completion_tokens": 1673, "cached_tokens": 784}}, "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:33680912", "type": "paper", "label": "pmid:33680912"}, {"id": "source:pmid:33680912", "type": "manuscript", "label": "PMID 33680912 full text"}, {"id": "data:geo:GSE123275", "type": "dataset", "label": "GEO GSE123275"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:33680912", "type": "paper", "label": "pmid:33680912"}, {"id": "source:pmid:33680912", "type": "manuscript", "label": "PMID 33680912 full text"}, {"id": "data:geo:GSE123275", "type": "dataset", "label": "GEO GSE123275"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-33680912", "type": "extraction", "used": ["source:pmid:33680912"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-GSE123275", "type": "accession_resolution", "used": ["data:geo:GSE123275"], "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:33680912", "parent_hash": "sha256:f762f37c38597f6a3f3b9b0b0d5bcaab0385833eb030117af2a037248f4bb379", "fork_of": null, "generation": 6}, "gaps": ["asset:data:geo:GSE123275 licence not read", "asset:data:geo:GSE123275 not downloaded", "asset:data:geo:GSE6631 licence not read", "asset:data:geo:GSE6631 not downloaded", "execution.not_run", "review.human_critique", "review.independent_reader", "review.machine_critique"], "assays": [{"role": "data_generation", "definition_id": "transfection", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.85, "evidence": ["sed genes (DEGs) from laryngeal cancer cells transfected by MYCT1 using RNA-seq (GSE123275). DEGs fro"], "order_basis": "paper_text_order:273", "id": "assay:1"}, {"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": ["geal cancer cells transfected by MYCT1 using RNA-seq (GSE123275). DEGs from head and neck squamou", "TCGA, and GSE123275 datasets. Similar to our RNA-seq results, we confirmed that COL6 is a target"], "order_basis": "paper_text_order:300", "id": "assay:2"}, {"role": "data_generation", "definition_id": "western_blot", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.93, "evidence": ["ation of laryngeal cancer cells. qRT-PCR and Western blot were applied to validate gene expression at"], "order_basis": "paper_text_order:846", "id": "assay:3"}, {"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": 0.8, "evidence": ["analysis of variance"], "order_basis": "consumes_earlier_output", "id": "assay:4"}]}