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

pmid:40989079

Transcriptomic-based analysis of endometrial tissues from adenomyosis patients reveals significant inflammation biomarkers: A bioinformatics study.

Marni Sianturi · Alauddin Syaifulanwar · Darmawi Darmawi · Wirawan Adikusuma · Lalu Muhammad Irham · Muhammad Yusuf · Rifia Tiara Fani · Febriani Febriani

International journal of reproductive biomedicine · 2025 doi:10.18502/ijrm.v23i5.19265

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:40989079
kind
science-record
content_hash
sha256:9967f0f53532ec5e2ccaaa215a57b8319c4f448b61e8a110b462d387acb0e320
schema
https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json
created_at
2026-11-01T20:31:04Z
updated_at
2026-11-01T21:35:47Z
generator object · 2 fields
name
corpus-assay-engine
run_id
reading-sci-2026-11-01
paper object · 10 fields
state
complete
title
Transcriptomic-based analysis of endometrial tissues from adenomyosis patients reveals significant inflammation biomarkers: A bioinformatics study.
doi
10.18502/ijrm.v23i5.19265
pmid
40989079
authors array · 8 items
[0]
Marni Sianturi
[1]
Alauddin Syaifulanwar
[2]
Darmawi Darmawi
[3]
Wirawan Adikusuma
[4]
Lalu Muhammad Irham
[5]
Muhammad Yusuf
[6]
Rifia Tiara Fani
[7]
Febriani Febriani
journal
International journal of reproductive biomedicine
year
2025
abstract
Background: Adenomyosis is a gynecological disorder characterized by the presence of endometrial tissue within the myometrium, with incidence rates ranging from 10-65% among women of reproductive age. Objective: This study utilized transcriptomic analysis to identify significant biomarkers associated with inflammation in endometrial tissue from patients with adenomyosis. Materials and Methods: In this bioinformatics study, we utilized publicly available transcriptomic datasets. The research involved the systematic analysis of RNA sequencing data obtained from the NCBI-GEO database. Using a high-throughput RNA sequencing database from GSE190580 and GSE157718, we compared gene expression profiles between endometrium tissues of adenomyosis patients and healthy controls. Subsequently, pathways implicated in adenomyosis were analyzed through the Kyoto Encyclopedia of Genes and Genomes and gene ontology. Results: Pathway analysis revealed the aberration of inflammation-related pathways, including tumor necrosis factor (TNF) and Ras-related protein 1 signaling. Furthermore, gene ontology analysis uncovered key biological processes, such as macrophage differentiation and extracellular matrix organization, which are central to the inflammatory response in adenomyosis. Candidate biomarkers, including transmembrane protein kinases, were identified as potential therapeutic targets. We found the top 5 genes that play a role in inflammation in adenomyosis, including TNF-α-induced protein 6, matrix metalloproteinase 7, TNF-α-induced protein 3, leukemia inhibitory factor, and serum and glucocorticoid-regulated kinase 1. Statistical significance was determined with adjusted p < 0.05. Conclusion: These findings enhance our understanding of the molecular mechanisms of adenomyosis and propose novel biomarkers for more effective diagnostic and therapeutic strategies.
claims array · 3 items
[0] object · 6 fields
id
claim-method
statement
The inclusion criteria specified that RNA and high-throughput sequencing can be analyzed with GEO2R, focusing on adenomyosis and non-adenomyosis control samples.
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:40989079
locator
sections[2] "2. Materials and Methods" paragraph 3
quote
The inclusion criteria specified that RNA and high-throughput sequencing can be analyzed with GEO2R, focusing on adenomyosis and non-adenomyosis control samples.
state
complete
[1] object · 6 fields
id
claim-data-access
statement
Data supporting the findings of this study are available upon reasonable request from the corresponding author.
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:40989079
locator
sections[12] "Data Availability" paragraph 2
quote
Data supporting the findings of this study are available upon reasonable request from the corresponding author.
state
complete
[2] object · 6 fields
id
claim-target-result
statement
Pathway analysis revealed the aberration of inflammation-related pathways, including tumor necrosis factor (TNF) and Ras-related protein 1 signaling.
kind
qualitative
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:40989079
locator
sections[0] "Abstract" paragraph 4
quote
Pathway analysis revealed the aberration of inflammation-related pathways, including tumor necrosis factor (TNF) and Ras-related protein 1 signaling.
state
complete
gaps array · 0 items
experiment object · 8 fields
state
complete
objective
Pathway analysis revealed the aberration of inflammation-related pathways, including tumor necrosis factor (TNF) and Ras-related protein 1 signaling.
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:40989079
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:GSE157718
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:GSE157718
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:40989079
role
manuscript
format
xml
media_type
application/xml
uri
https://doi.org/10.18502/ijrm.v23i5.19265
sha256
sha256:65245210b78134db788826b656a83d113e557439e473d5793701ee62af14af86
bytes
32822
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
10.18502/ijrm.v23i5.19265
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
PMC12413538
source
europe_pmc_fulltext
coverage
whole_body
text_hash_scope
rendered_section_body
[1] object · 15 fields
id
data:geo:GSE157718
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=GSE157718
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE157718
version
null
note
Data supporting the findings of this study are available upon reasonable request from the corresponding author.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
Data supporting the findings of this study are available upon reasonable request from the corresponding author.
access_statement_kind
data_availability_statement
sample_accessions array · 6 items
[0]
GSM4773688
[1]
GSM4773689
[2]
GSM4773690
[3]
GSM4773691
[4]
GSM4773692
[5]
GSM4773693
sample_count
6
group_sizes
null
group_sizes_basis
null
platform
24676
taxon
Homo sapiens
title
Transcriptome analysis of eutopic endometrium stromal cells by RNA-sequencing in patients with adenomyosis
resolution_checked_at
2026-11-01T20:16:08Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[2] object · 15 fields
id
data:geo:GSE190580
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=GSE190580
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE190580
version
null
note
Data supporting the findings of this study are available upon reasonable request from the corresponding author.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
Data supporting the findings of this study are available upon reasonable request from the corresponding author.
access_statement_kind
data_availability_statement
sample_accessions array · 22 items
[0]
GSM5725918
[1]
GSM5725919
[2]
GSM5725920
[3]
GSM5725921
[4]
GSM5725922
[5]
GSM5725923
[6]
GSM5725924
[7]
GSM5725925
[8]
GSM5725926
[9]
GSM5725927
[10]
GSM5725928
[11]
GSM5725929
[12]
GSM5725930
[13]
GSM5725931
[14]
GSM5725932
[15]
GSM5725933
[16]
GSM5725934
[17]
GSM5725935
[18]
GSM5725936
[19]
GSM5725937
[20]
GSM5725938
[21]
GSM5725939
sample_count
22
group_sizes
null
group_sizes_basis
null
platform
16791
taxon
Homo sapiens
title
RNA sequencing of eutopic endometrium and of myometrium from women with and without diffuse adenomyosis in the proliferative phase of the menstrual cycle
resolution_checked_at
2026-11-01T20:16:08Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
gaps array · 4 items
[0]
asset:data:geo:GSE157718 not downloaded
[1]
asset:data:geo:GSE157718 licence not read
[2]
asset:data:geo:GSE190580 not downloaded
[3]
asset:data:geo:GSE190580 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
GEO2R with false discovery rate adjustment using the Benjamini-Hochberg method
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
The inclusion criteria specified that RNA and high-throughput sequencing can be analyzed with GEO2R, focusing on adenomyosis and non-adenomyosis control samples.
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 (GEO2R with false discovery rate adjustment using the Benjamini-Hochberg method), 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 · 2 items
[0]
GSE190580
[1]
GSE157718
resolved_accessions array · 2 items
[0]
GSE190580
[1]
GSE157718
statements array · 1 item
[0]
Data supporting the findings of this study are available upon reasonable request from the corresponding author.
basis
The paper names GSE190580, GSE157718 in NCBI-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:40989079
[1]
data:geo:GSE157718
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:GSE157718
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
2026-11-01T20:01:45Z
independence
single_reader
evidence_check object · 2 fields
method
verbatim
availability
verbatim
calls
5
usage object · 3 fields
prompt_tokens
8772
completion_tokens
1252
cached_tokens
264
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:40989079
type
paper
label
pmid:40989079
[1] object · 3 fields
id
source:pmid:40989079
type
manuscript
label
PMID 40989079 full text
[2] object · 3 fields
id
data:geo:GSE157718
type
dataset
label
GEO GSE157718
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:40989079
type
paper
label
pmid:40989079
[1] object · 3 fields
id
source:pmid:40989079
type
manuscript
label
PMID 40989079 full text
[2] object · 3 fields
id
data:geo:GSE157718
type
dataset
label
GEO GSE157718
agent
agent:corpus-assay-engine
[1] object · 4 fields
id
activity-read-40989079
type
extraction
used array · 1 item
[0]
source:pmid:40989079
agent
agent:minimax-reader
[2] object · 4 fields
id
activity-resolve-GSE157718
type
accession_resolution
used array · 1 item
[0]
data:geo:GSE157718
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:40989079
parent_hash
sha256:165062dc1d52e7ff354f59f5e081936f70e5790c35545248bbdc253988dea6c1
fork_of
null
gaps array · 9 items
[0]
asset:data:geo:GSE157718 licence not read
[1]
asset:data:geo:GSE157718 not downloaded
[2]
asset:data:geo:GSE190580 licence not read
[3]
asset:data:geo:GSE190580 not downloaded
[4]
execution.not_run
[5]
method.reader_named_unmapped
[6]
review.human_critique
[7]
review.independent_reader
[8]
review.machine_critique
assays array · 1 item
[0] object · 11 fields
role
data_generation
definition_id
rna_seq
definition_version
99e1195c7d6f
required_operations array · 0 items
support_state
partial
source_hashes object · 1 field
assay_lexicon
99e1195c7d6f
confidence
0.99
evidence array · 4 items
[0]
Transcriptomic-based analysis of endometrial tissues from a
[1]
oductive age. Objective: This study utilized transcriptomic analysis to identify significant biomarkers
[2]
research involved the systematic analysis of RNA sequencing data obtained from the NCBI-GEO database. Us
[3]
e NCBI-GEO database. Using a high-throughput RNA sequencing database from GSE190580 and GSE157718, we co
order_basis
paper_text_order:0
id
assay:1
Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:40989079", "kind": "science-record", "revision": 2, "content_hash": "sha256:9967f0f53532ec5e2ccaaa215a57b8319c4f448b61e8a110b462d387acb0e320", "created_at": "2026-11-01T20:31:04Z", "updated_at": "2026-11-01T21:35:47Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Transcriptomic-based analysis of endometrial tissues from adenomyosis patients reveals significant inflammation biomarkers: A bioinformatics study.", "doi": "10.18502/ijrm.v23i5.19265", "pmid": "40989079", "authors": ["Marni Sianturi", "Alauddin Syaifulanwar", "Darmawi Darmawi", "Wirawan Adikusuma", "Lalu Muhammad Irham", "Muhammad Yusuf", "Rifia Tiara Fani", "Febriani Febriani"], "journal": "International journal of reproductive biomedicine", "year": 2025, "abstract": "Background: Adenomyosis is a gynecological disorder characterized by the presence of endometrial tissue within the myometrium, with incidence rates ranging from 10-65% among women of reproductive age.\nObjective: This study utilized transcriptomic analysis to identify significant biomarkers associated with inflammation in endometrial tissue from patients with adenomyosis.\nMaterials and Methods: In this bioinformatics study, we utilized publicly available transcriptomic datasets. The research involved the systematic analysis of RNA sequencing data obtained from the NCBI-GEO database. Using a high-throughput RNA sequencing database from GSE190580 and GSE157718, we compared gene expression profiles between endometrium tissues of adenomyosis patients and healthy controls. Subsequently, pathways implicated in adenomyosis were analyzed through the Kyoto Encyclopedia of Genes and Genomes and gene ontology.\nResults: Pathway analysis revealed the aberration of inflammation-related pathways, including tumor necrosis factor (TNF) and Ras-related protein 1 signaling. Furthermore, gene ontology analysis uncovered key biological processes, such as macrophage differentiation and extracellular matrix organization, which are central to the inflammatory response in adenomyosis. Candidate biomarkers, including transmembrane protein kinases, were identified as potential therapeutic targets. We found the top 5 genes that play a role in inflammation in adenomyosis, including TNF-α-induced protein 6, matrix metalloproteinase 7, TNF-α-induced protein 3, leukemia inhibitory factor, and serum and glucocorticoid-regulated kinase 1. Statistical significance was determined with adjusted p < 0.05.\nConclusion: These findings enhance our understanding of the molecular mechanisms of adenomyosis and propose novel biomarkers for more effective diagnostic and therapeutic strategies.", "claims": [{"id": "claim-method", "statement": "The inclusion criteria specified that RNA and high-throughput sequencing can be analyzed with GEO2R, focusing on adenomyosis and non-adenomyosis control samples.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:40989079", "locator": "sections[2] \"2. Materials and Methods\" paragraph 3", "quote": "The inclusion criteria specified that RNA and high-throughput sequencing can be analyzed with GEO2R, focusing on adenomyosis and non-adenomyosis control samples."}], "state": "complete"}, {"id": "claim-data-access", "statement": "Data supporting the findings of this study are available upon reasonable request from the corresponding author.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:40989079", "locator": "sections[12] \"Data Availability\" paragraph 2", "quote": "Data supporting the findings of this study are available upon reasonable request from the corresponding author."}], "state": "complete"}, {"id": "claim-target-result", "statement": "Pathway analysis revealed the aberration of inflammation-related pathways, including tumor necrosis factor (TNF) and Ras-related protein 1 signaling.", "kind": "qualitative", "target": null, "evidence": [{"asset": "source:pmid:40989079", "locator": "sections[0] \"Abstract\" paragraph 4", "quote": "Pathway analysis revealed the aberration of inflammation-related pathways, including tumor necrosis factor (TNF) and Ras-related protein 1 signaling."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": "Pathway analysis revealed the aberration of inflammation-related pathways, including tumor necrosis factor (TNF) and Ras-related protein 1 signaling.", "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:40989079"], "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:GSE157718"], "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:GSE157718"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:40989079", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.18502/ijrm.v23i5.19265", "sha256": "sha256:65245210b78134db788826b656a83d113e557439e473d5793701ee62af14af86", "bytes": 32822, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.18502/ijrm.v23i5.19265", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC12413538", "source": "europe_pmc_fulltext", "coverage": "whole_body", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:GSE157718", "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=GSE157718", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE157718", "version": null, "note": "Data supporting the findings of this study are available upon reasonable request from the corresponding author.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "Data supporting the findings of this study are available upon reasonable request from the corresponding author.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM4773688", "GSM4773689", "GSM4773690", "GSM4773691", "GSM4773692", "GSM4773693"], "sample_count": 6, "group_sizes": null, "group_sizes_basis": null, "platform": "24676", "taxon": "Homo sapiens", "title": "Transcriptome analysis of eutopic endometrium stromal cells by RNA-sequencing in patients with adenomyosis", "resolution_checked_at": "2026-11-01T20:16:08Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "data:geo:GSE190580", "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=GSE190580", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE190580", "version": null, "note": "Data supporting the findings of this study are available upon reasonable request from the corresponding author.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "Data supporting the findings of this study are available upon reasonable request from the corresponding author.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM5725918", "GSM5725919", "GSM5725920", "GSM5725921", "GSM5725922", "GSM5725923", "GSM5725924", "GSM5725925", "GSM5725926", "GSM5725927", "GSM5725928", "GSM5725929", "GSM5725930", "GSM5725931", "GSM5725932", "GSM5725933", "GSM5725934", "GSM5725935", "GSM5725936", "GSM5725937", "GSM5725938", "GSM5725939"], "sample_count": 22, "group_sizes": null, "group_sizes_basis": null, "platform": "16791", "taxon": "Homo sapiens", "title": "RNA sequencing of eutopic endometrium and of myometrium from women with and without diffuse adenomyosis in the proliferative phase of the menstrual cycle", "resolution_checked_at": "2026-11-01T20:16:08Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}], "gaps": ["asset:data:geo:GSE157718 not downloaded", "asset:data:geo:GSE157718 licence not read", "asset:data:geo:GSE190580 not downloaded", "asset:data:geo:GSE190580 licence not read"]}, "analysis": {"state": "partial", "methods": [{"id": "method-1", "family": null, "specific": null, "label": "GEO2R with false discovery rate adjustment using the Benjamini-Hochberg method", "dsl_operations": [], "missing_operations": [], "expressible": null, "parameters": {}, "data_shapes": [], "evidence": {"score": 1.0, "band": "verbatim", "quote": "The inclusion criteria specified that RNA and high-throughput sequencing can be analyzed with GEO2R, focusing on adenomyosis and non-adenomyosis control samples."}}], "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 (GEO2R with false discovery rate adjustment using the Benjamini-Hochberg method), 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": ["GSE190580", "GSE157718"], "resolved_accessions": ["GSE190580", "GSE157718"], "statements": ["Data supporting the findings of this study are available upon reasonable request from the corresponding author."], "basis": "The paper names GSE190580, GSE157718 in NCBI-GEO and the accession resolves in the repository. No dataset was downloaded and no licence was read."}}, "can_run": {"dsl_operations": [], "assets": ["source:pmid:40989079", "data:geo:GSE157718"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:GSE157718"]}, "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": "2026-11-01T20:01:45Z", "independence": "single_reader"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 5, "usage": {"prompt_tokens": 8772, "completion_tokens": 1252, "cached_tokens": 264}}, "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:40989079", "type": "paper", "label": "pmid:40989079"}, {"id": "source:pmid:40989079", "type": "manuscript", "label": "PMID 40989079 full text"}, {"id": "data:geo:GSE157718", "type": "dataset", "label": "GEO GSE157718"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:40989079", "type": "paper", "label": "pmid:40989079"}, {"id": "source:pmid:40989079", "type": "manuscript", "label": "PMID 40989079 full text"}, {"id": "data:geo:GSE157718", "type": "dataset", "label": "GEO GSE157718"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-40989079", "type": "extraction", "used": ["source:pmid:40989079"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-GSE157718", "type": "accession_resolution", "used": ["data:geo:GSE157718"], "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:40989079", "parent_hash": "sha256:165062dc1d52e7ff354f59f5e081936f70e5790c35545248bbdc253988dea6c1", "fork_of": null, "generation": 1}, "gaps": ["asset:data:geo:GSE157718 licence not read", "asset:data:geo:GSE157718 not downloaded", "asset:data:geo:GSE190580 licence not read", "asset:data:geo:GSE190580 not downloaded", "execution.not_run", "method.reader_named_unmapped", "review.human_critique", "review.independent_reader", "review.machine_critique"], "assays": [{"role": "data_generation", "definition_id": "rna_seq", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.99, "evidence": ["Transcriptomic-based analysis of endometrial tissues from a", "oductive age. Objective: This study utilized transcriptomic analysis to identify significant biomarkers", "research involved the systematic analysis of RNA sequencing data obtained from the NCBI-GEO database. Us", "e NCBI-GEO database. Using a high-throughput RNA sequencing database from GSE190580 and GSE157718, we co"], "order_basis": "paper_text_order:0", "id": "assay:1"}]}