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

pmid:28664146

Oviductal transcriptional profiling of a bovine fertility model by next-generation sequencing.

Angela Maria Gonella-Diaza · Sónia Cristina da Silva Andrade · Mariana Sponchiado · Guilherme Pugliesi · Fernando Silveira Mesquita · Veerle Van Hoeck · Ricardo de Francisco Strefezzi · Gustavo R Gasparin · Luiz L Coutinho · Mario Binelli

Genomics data · 2017 doi:10.1016/j.gdata.2017.06.004

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:28664146
kind
science-record
content_hash
sha256:af49ec0368008733db3b7ac036f5245d372f8a52e50a01927cc460dc90f868e6
schema
https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json
created_at
2026-11-01T15:40:26Z
updated_at
2026-11-01T22:43:02Z
generator object · 2 fields
name
corpus-assay-engine
run_id
reading-sci-2026-11-01
paper object · 10 fields
state
complete
title
Oviductal transcriptional profiling of a bovine fertility model by next-generation sequencing.
doi
10.1016/j.gdata.2017.06.004
pmid
28664146
authors array · 10 items
[0]
Angela Maria Gonella-Diaza
[1]
Sónia Cristina da Silva Andrade
[2]
Mariana Sponchiado
[3]
Guilherme Pugliesi
[4]
Fernando Silveira Mesquita
[5]
Veerle Van Hoeck
[6]
Ricardo de Francisco Strefezzi
[7]
Gustavo R Gasparin
[8]
Luiz L Coutinho
[9]
Mario Binelli
journal
Genomics data
year
2017
abstract
In cattle, the oviduct plays a fundamental role in the reproductive process. Oviductal functions are controlled by the ovarian sex steroids: estradiol and progesterone. Here, we tested the hypothesis that the exposure to contrasting sex steroid milieus differentially impacts the oviductal transcriptional profile. We manipulated growth of the pre-ovulatory follicle to obtain cows that ovulated a larger (LF group) or a smaller (SF group) follicle. The LF group presented greater proestrus/estrus concentrations of estradiol and metaestrus concentrations of progesterone (Gonella-Diaza et al. 2015 [1], Mesquita et al. 2014 [2]). Also, the LF group was associated with greater fertility in timed-artificial insemination programs (Pugliesi et al. 2016 [3]). Cows were slaughtered on day 4 of the estrous cycle and total RNA was extracted from ampulla and isthmus fragments and analyzed by RNAseq. The resulting reads were mapped to the bovine genome (Bos taurus UMD 3.1, NCBI). The differential expression analyses revealed that 325 and 367 genes in ampulla and 274 and 316 genes in the isthmus were up-regulated and down-regulated in LF samples, respectively. To validate the RNAseq results, transcript abundance of 23 genes was assessed by qPCR and expression patterns were consistent between the two techniques. A functional enrichment analysis was performed using Database for Annotation, Visualization and Integrated Discovery (DAVID) software. Processes enriched in the LF group included tissue morphology changes (extracellular matrix remodeling), cellular changes (proliferation), and secretion changes (growth factors, ions and metal transporters). An overview of the gene expression data was deposited in the NCBI's Gene Expression Omnibus (GEO) and is accessible through the accession number GSE65681. In conclusion, differences in the peri-ovulatory sex steroid milieu modify the oviductal gene expression profiles. Such differences may be associated with the greater fertility of the LF cows. This dataset is useful for further investigations of the oviductal biology and the impact of sex-steroid on the female reproductive tract.
claims array · 2 items
[0] object · 6 fields
id
claim-data-access
statement
All reads sequences are available in the Sequence Read Archive (SRA) of the NCBI and an overview of the gene expression results is also available in NCBI's Gene Expression Omnibus (GEO) under the accession number GSE65681 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE65681).
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:28664146
locator
sections[6] "RNAseq and bioinformatics" paragraph 2
quote
All reads sequences are available in the Sequence Read Archive (SRA) of the NCBI and an overview of the gene expression results is also available in NCBI's Gene Expression Omnibus (GEO) under the accession number GSE65681 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE65681).
state
complete
[1] object · 6 fields
id
claim-target-result
statement
The headline result was that contrasting peri-ovulatory sex-steroid milieus modify oviductal gene-expression profiles, potentially contributing to the greater fertility of cows that ovulated large follicles. Differential expression was analyzed with DESeq, and the paper identifies GEO accession GSE65681 as the route to the gene-expression overview, although the direct deposited-data link provided in the paper points to GSE65679.
kind
qualitative
target
null
evidence array · 3 items
[0] object · 3 fields
asset
source:pmid:28664146
locator
sections[0] "Abstract" paragraph 1
quote
In conclusion, differences in the peri-ovulatory sex steroid milieu modify the oviductal gene expression profiles.
[1] object · 3 fields
asset
source:pmid:28664146
locator
sections[6] "RNAseq and bioinformatics" paragraph 2
quote
All reads sequences are available in the Sequence Read Archive (SRA) of the NCBI and an overview of the gene expression results is also available in NCBI's Gene Expression Omnibus (GEO) under the accession number GSE65681 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE65681).
[2] object · 3 fields
asset
source:pmid:28664146
locator
sections[2] "Direct link to deposited data" paragraph 2
quote
http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE65679
state
complete
gaps array · 0 items
experiment object · 8 fields
state
complete
objective
The headline result was that contrasting peri-ovulatory sex-steroid milieus modify oviductal gene-expression profiles, potentially contributing to the greater fertility of cows that ovulated large follicles. Differential expression was analyzed with DESeq, and the paper identifies GEO accession GSE65681 as the route to the gene-expression overview, although the direct deposited-data link provided in the paper points to GSE65679.
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:28664146
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:GSE65679
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:GSE65679
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:28664146
role
manuscript
format
xml
media_type
application/xml
uri
https://doi.org/10.1016/j.gdata.2017.06.004
sha256
sha256:f8cf6bb62c69dc29c0f7aea2be2c1fa244aee163d7118e990f0aa0718efdf16d
bytes
10616
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
10.1016/j.gdata.2017.06.004
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
PMC5480813
source
europe_pmc_fulltext
coverage
whole_body_without_references
text_hash_scope
rendered_section_body
[1] object · 15 fields
id
data:geo:GSE65679
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=GSE65679
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE65679
version
null
note
All reads sequences are available in the Sequence Read Archive (SRA) of the NCBI and an overview of the gene expression results is also available in NCBI's Gene Expression Omnibus (GEO) under the accession number GSE65681 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE65681).
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
All reads sequences are available in the Sequence Read Archive (SRA) of the NCBI and an overview of the gene expression results is also available in NCBI's Gene Expression Omnibus (GEO) under the accession number GSE65681 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE65681).
access_statement_kind
data_availability_statement
sample_accessions array · 5 items
[0]
GSM1602790
[1]
GSM1602791
[2]
GSM1602792
[3]
GSM1602793
[4]
GSM1602794
sample_count
5
group_sizes
null
group_sizes_basis
null
platform
19671
taxon
Bos indicus
title
Transcriptome profile form oviduct samples of endocrine manipulated cows (ampulla)
resolution_checked_at
2026-11-01T15:39:55Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[2] object · 15 fields
id
data:geo:GSE65681
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=GSE65681
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE65681
version
null
note
All reads sequences are available in the Sequence Read Archive (SRA) of the NCBI and an overview of the gene expression results is also available in NCBI's Gene Expression Omnibus (GEO) under the accession number GSE65681 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE65681).
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
All reads sequences are available in the Sequence Read Archive (SRA) of the NCBI and an overview of the gene expression results is also available in NCBI's Gene Expression Omnibus (GEO) under the accession number GSE65681 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE65681).
access_statement_kind
data_availability_statement
sample_accessions array · 11 items
[0]
GSM1602790
[1]
GSM1602791
[2]
GSM1602792
[3]
GSM1602793
[4]
GSM1602794
[5]
GSM1602795
[6]
GSM1602796
[7]
GSM1602797
[8]
GSM1602798
[9]
GSM1602799
[10]
GSM1602800
sample_count
11
group_sizes
null
group_sizes_basis
null
platform
19671;19746
taxon
Bos indicus
title
Transcriptome profile form oviduct samples of endocrine manipulated cows
resolution_checked_at
2026-11-01T15:39:55Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[3] object · 16 fields
id
asset:table:pmid:28664146:1
role
table
format
jats-table
media_type
application/vnd.jats.table+json
uri
null
sha256
sha256:fa1b7bdc0818ad3767a61d46b69e721b51053ed572253c09b95f4a3b74e044fa
bytes
963
access
open
state
verified
reader
read_table
reader_status
available
identifier
section[1]/table-wrap[1]#t0005
version
null
note
null
structure object · 5 fields
pmcid
PMC5480813
section_index
1
section_title
Specifications
row_count
8
column_count
2
table object · 8 fields
label
null
caption
null
rows array · 8 items
[0] array · 2 items
[0]
Organism/cell line/tissue
[1]
Bos taurus indicus, Nelore Breed, oviducts ipsilateral to corpus luteum: ampulla and isthmus
[1] array · 2 items
[0]
Sex
[1]
Female
[2] array · 2 items
[0]
Sequencer or array type
[1]
Illumina HiSeq 2000 (ampulla samples) and Illumina HiSeq 2500 (isthmus samples).
[3] array · 2 items
[0]
Data format
[1]
Analyzed
[4] array · 2 items
[0]
Experimental factors
[1]
Cows were submitted to hormonal manipulation in order to ovulate large or small follicles, causing a different peri-ovulatory sex-steroid milieu.
[5] array · 2 items
[0]
Experimental features
[1]
Ampulla and isthmus samples were collected from cows submitted to endocrine manipulations resulting in the ovulation of smaller or larger follicles.
[6] array · 2 items
[0]
Consent
[1]
N/A
[7] array · 2 items
[0]
Sample source location
[1]
Experiment was performed in Pirassununga, Brazil, at a Campus of the University of São Paulo; Latitude - 21.953833; Longitude - 47.453143.
locator
section[1]/table-wrap[1]#t0005
gaps array · 4 items
[0]
asset:data:geo:GSE65679 not downloaded
[1]
asset:data:geo:GSE65679 licence not read
[2]
asset:data:geo:GSE65681 not downloaded
[3]
asset:data:geo:GSE65681 licence not read
analysis object · 4 fields
state
complete
methods array · 1 item
[0] object · 10 fields
id
method-1
family
differential_expression
specific
deseq2
label
Differential expression analysis
dsl_operations array · 3 items
[0]
normalise_counts
[1]
differential_expression_fit
[2]
fdr_bh
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[0]
count_matrix_with_condition
evidence object · 3 fields
score
1
band
verbatim
quote
Differential expression analysis was performed with package DESeq v1.12.1 [8] from R/Bioconductor [9].
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 · 3 items
[0]
normalise_counts
[1]
differential_expression_fit
[2]
fdr_bh
missing_operations array · 0 items
basis
The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: deseq2.
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]
GSE65681
[1]
GSE65679
resolved_accessions array · 2 items
[0]
GSE65681
[1]
GSE65679
statements array · 1 item
[0]
All reads sequences are available in the Sequence Read Archive (SRA) of the NCBI and an overview of the gene expression results is also available in NCBI's Gene Expression Omnibus (GEO) under the accession number GSE65681 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE65681).
basis
The paper names GSE65681, GSE65679 in NCBI's 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 · 3 items
[0]
normalise_counts
[1]
differential_expression_fit
[2]
fdr_bh
assets array · 3 items
[0]
source:pmid:28664146
[1]
data:geo:GSE65679
[2]
asset:table:pmid:28664146:1
steps array · 1 item
[0]
run_analysis
must_build object · 5 fields
dsl_operations array · 0 items
converters array · 0 items
readers array · 0 items
capabilities array · 0 items
data_gaps array · 1 item
[0]
data:geo:GSE65679
gaps array · 0 items
review object · 5 fields
state
partial
machine_critique object · 5 fields
kind
extraction_review
reader object · 5 fields
model
MiniMax-M3.1-Flash
provider
minimax
provider_family
minimax
read_at
2026-10-31T18:31:25Z
independence
same_provider
evidence_check object · 2 fields
method
verbatim
availability
verbatim
calls
8
usage object · 3 fields
prompt_tokens
24181
completion_tokens
4284
cached_tokens
6680
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:28664146
type
paper
label
pmid:28664146
[1] object · 3 fields
id
source:pmid:28664146
type
manuscript
label
PMID 28664146 full text
[2] object · 3 fields
id
data:geo:GSE65679
type
dataset
label
GEO GSE65679
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:28664146
type
paper
label
pmid:28664146
[1] object · 3 fields
id
source:pmid:28664146
type
manuscript
label
PMID 28664146 full text
[2] object · 3 fields
id
data:geo:GSE65679
type
dataset
label
GEO GSE65679
agent
agent:corpus-assay-engine
[1] object · 4 fields
id
activity-read-28664146
type
extraction
used array · 1 item
[0]
source:pmid:28664146
agent
agent:minimax-reader
[2] object · 4 fields
id
activity-resolve-GSE65679
type
accession_resolution
used array · 1 item
[0]
data:geo:GSE65679
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:28664146
parent_hash
sha256:7365b0345501594c6ea0837475f8f694d9ec98e221a01f20508929278595f8cb
fork_of
null
gaps array · 8 items
[0]
asset:data:geo:GSE65679 licence not read
[1]
asset:data:geo:GSE65679 not downloaded
[2]
asset:data:geo:GSE65681 licence not read
[3]
asset:data:geo:GSE65681 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
amplicon_seq
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]
nal profiling of a bovine fertility model by next-generation sequencing.
order_basis
paper_text_order:22
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 · 4 items
[0]
mpulla and isthmus fragments and analyzed by RNAseq. The resulting reads were mapped to the bovi
[1]
in LF samples, respectively. To validate the RNAseq results, transcript abundance of 23 genes wa
[2]
d nitrogen. Animal ranking and selection for RNAseq In order to be included in the study, animal
[3]
mples of six (three/group) were submitted to RNAseq analysis. RNAseq of the two regions was perf
order_basis
paper_text_order:939
id
assay:2
[2] object · 11 fields
role
data_generation
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]
script abundance of 23 genes was assessed by qPCR and expression patterns were consistent betw
order_basis
paper_text_order:1292
id
assay:3
[3] object · 11 fields
role
analysis
definition_id
differential_expression
definition_version
f2132e96ae6c7a4e
required_operations array · 3 items
[0]
normalise_counts
[1]
differential_expression_fit
[2]
fdr_bh
support_state
supported
source_hashes object · 1 field
dsl_catalogue
f2132e96ae6c7a4e
evidence array · 1 item
[0]
Differential expression analysis was performed with package DESeq v1.12.1 [8] from R/Bioconductor [9].
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:28664146", "kind": "science-record", "revision": 8, "content_hash": "sha256:af49ec0368008733db3b7ac036f5245d372f8a52e50a01927cc460dc90f868e6", "created_at": "2026-11-01T15:40:26Z", "updated_at": "2026-11-01T22:43:02Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Oviductal transcriptional profiling of a bovine fertility model by next-generation sequencing.", "doi": "10.1016/j.gdata.2017.06.004", "pmid": "28664146", "authors": ["Angela Maria Gonella-Diaza", "Sónia Cristina da Silva Andrade", "Mariana Sponchiado", "Guilherme Pugliesi", "Fernando Silveira Mesquita", "Veerle Van Hoeck", "Ricardo de Francisco Strefezzi", "Gustavo R Gasparin", "Luiz L Coutinho", "Mario Binelli"], "journal": "Genomics data", "year": 2017, "abstract": "In cattle, the oviduct plays a fundamental role in the reproductive process. Oviductal functions are controlled by the ovarian sex steroids: estradiol and progesterone. Here, we tested the hypothesis that the exposure to contrasting sex steroid milieus differentially impacts the oviductal transcriptional profile. We manipulated growth of the pre-ovulatory follicle to obtain cows that ovulated a larger (LF group) or a smaller (SF group) follicle. The LF group presented greater proestrus/estrus concentrations of estradiol and metaestrus concentrations of progesterone (Gonella-Diaza et al. 2015 [1], Mesquita et al. 2014 [2]). Also, the LF group was associated with greater fertility in timed-artificial insemination programs (Pugliesi et al. 2016 [3]). Cows were slaughtered on day 4 of the estrous cycle and total RNA was extracted from ampulla and isthmus fragments and analyzed by RNAseq. The resulting reads were mapped to the bovine genome (Bos taurus UMD 3.1, NCBI). The differential expression analyses revealed that 325 and 367 genes in ampulla and 274 and 316 genes in the isthmus were up-regulated and down-regulated in LF samples, respectively. To validate the RNAseq results, transcript abundance of 23 genes was assessed by qPCR and expression patterns were consistent between the two techniques. A functional enrichment analysis was performed using Database for Annotation, Visualization and Integrated Discovery (DAVID) software. Processes enriched in the LF group included tissue morphology changes (extracellular matrix remodeling), cellular changes (proliferation), and secretion changes (growth factors, ions and metal transporters). An overview of the gene expression data was deposited in the NCBI's Gene Expression Omnibus (GEO) and is accessible through the accession number GSE65681. In conclusion, differences in the peri-ovulatory sex steroid milieu modify the oviductal gene expression profiles. Such differences may be associated with the greater fertility of the LF cows. This dataset is useful for further investigations of the oviductal biology and the impact of sex-steroid on the female reproductive tract.", "claims": [{"id": "claim-data-access", "statement": "All reads sequences are available in the Sequence Read Archive (SRA) of the NCBI and an overview of the gene expression results is also available in NCBI's Gene Expression Omnibus (GEO) under the accession number GSE65681 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE65681).", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:28664146", "locator": "sections[6] \"RNAseq and bioinformatics\" paragraph 2", "quote": "All reads sequences are available in the Sequence Read Archive (SRA) of the NCBI and an overview of the gene expression results is also available in NCBI's Gene Expression Omnibus (GEO) under the accession number GSE65681 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE65681)."}], "state": "complete"}, {"id": "claim-target-result", "statement": "The headline result was that contrasting peri-ovulatory sex-steroid milieus modify oviductal gene-expression profiles, potentially contributing to the greater fertility of cows that ovulated large follicles. Differential expression was analyzed with DESeq, and the paper identifies GEO accession GSE65681 as the route to the gene-expression overview, although the direct deposited-data link provided in the paper points to GSE65679.", "kind": "qualitative", "target": null, "evidence": [{"asset": "source:pmid:28664146", "locator": "sections[0] \"Abstract\" paragraph 1", "quote": "In conclusion, differences in the peri-ovulatory sex steroid milieu modify the oviductal gene expression profiles."}, {"asset": "source:pmid:28664146", "locator": "sections[6] \"RNAseq and bioinformatics\" paragraph 2", "quote": "All reads sequences are available in the Sequence Read Archive (SRA) of the NCBI and an overview of the gene expression results is also available in NCBI's Gene Expression Omnibus (GEO) under the accession number GSE65681 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE65681)."}, {"asset": "source:pmid:28664146", "locator": "sections[2] \"Direct link to deposited data\" paragraph 2", "quote": "http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE65679"}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": "The headline result was that contrasting peri-ovulatory sex-steroid milieus modify oviductal gene-expression profiles, potentially contributing to the greater fertility of cows that ovulated large follicles. Differential expression was analyzed with DESeq, and the paper identifies GEO accession GSE65681 as the route to the gene-expression overview, although the direct deposited-data link provided in the paper points to GSE65679.", "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:28664146"], "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:GSE65679"], "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:GSE65679"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:28664146", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1016/j.gdata.2017.06.004", "sha256": "sha256:f8cf6bb62c69dc29c0f7aea2be2c1fa244aee163d7118e990f0aa0718efdf16d", "bytes": 10616, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.1016/j.gdata.2017.06.004", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC5480813", "source": "europe_pmc_fulltext", "coverage": "whole_body_without_references", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:GSE65679", "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=GSE65679", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE65679", "version": null, "note": "All reads sequences are available in the Sequence Read Archive (SRA) of the NCBI and an overview of the gene expression results is also available in NCBI's Gene Expression Omnibus (GEO) under the accession number GSE65681 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE65681).", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "All reads sequences are available in the Sequence Read Archive (SRA) of the NCBI and an overview of the gene expression results is also available in NCBI's Gene Expression Omnibus (GEO) under the accession number GSE65681 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE65681).", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM1602790", "GSM1602791", "GSM1602792", "GSM1602793", "GSM1602794"], "sample_count": 5, "group_sizes": null, "group_sizes_basis": null, "platform": "19671", "taxon": "Bos indicus", "title": "Transcriptome profile form oviduct samples of endocrine manipulated cows (ampulla)", "resolution_checked_at": "2026-11-01T15:39:55Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "data:geo:GSE65681", "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=GSE65681", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE65681", "version": null, "note": "All reads sequences are available in the Sequence Read Archive (SRA) of the NCBI and an overview of the gene expression results is also available in NCBI's Gene Expression Omnibus (GEO) under the accession number GSE65681 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE65681).", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "All reads sequences are available in the Sequence Read Archive (SRA) of the NCBI and an overview of the gene expression results is also available in NCBI's Gene Expression Omnibus (GEO) under the accession number GSE65681 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE65681).", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM1602790", "GSM1602791", "GSM1602792", "GSM1602793", "GSM1602794", "GSM1602795", "GSM1602796", "GSM1602797", "GSM1602798", "GSM1602799", "GSM1602800"], "sample_count": 11, "group_sizes": null, "group_sizes_basis": null, "platform": "19671;19746", "taxon": "Bos indicus", "title": "Transcriptome profile form oviduct samples of endocrine manipulated cows", "resolution_checked_at": "2026-11-01T15:39:55Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "asset:table:pmid:28664146:1", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:fa1b7bdc0818ad3767a61d46b69e721b51053ed572253c09b95f4a3b74e044fa", "bytes": 963, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[1]/table-wrap[1]#t0005", "version": null, "note": null, "structure": {"pmcid": "PMC5480813", "section_index": 1, "section_title": "Specifications", "row_count": 8, "column_count": 2}, "table": {"label": null, "caption": null, "rows": [["Organism/cell line/tissue", "Bos taurus indicus, Nelore Breed, oviducts ipsilateral to corpus luteum: ampulla and isthmus"], ["Sex", "Female"], ["Sequencer or array type", "Illumina HiSeq 2000 (ampulla samples) and Illumina HiSeq 2500 (isthmus samples)."], ["Data format", "Analyzed"], ["Experimental factors", "Cows were submitted to hormonal manipulation in order to ovulate large or small follicles, causing a different peri-ovulatory sex-steroid milieu."], ["Experimental features", "Ampulla and isthmus samples were collected from cows submitted to endocrine manipulations resulting in the ovulation of smaller or larger follicles."], ["Consent", "N/A"], ["Sample source location", "Experiment was performed in Pirassununga, Brazil, at a Campus of the University of São Paulo; Latitude - 21.953833; Longitude - 47.453143."]], "row_count": 8, "column_count": 2, "numeric_cells": 2, "header_rows": 0, "locator": "section[1]/table-wrap[1]#t0005"}}], "gaps": ["asset:data:geo:GSE65679 not downloaded", "asset:data:geo:GSE65679 licence not read", "asset:data:geo:GSE65681 not downloaded", "asset:data:geo:GSE65681 licence not read"]}, "analysis": {"state": "complete", "methods": [{"id": "method-1", "family": "differential_expression", "specific": "deseq2", "label": "Differential expression analysis", "dsl_operations": ["normalise_counts", "differential_expression_fit", "fdr_bh"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["count_matrix_with_condition"], "evidence": {"score": 1.0, "band": "verbatim", "quote": "Differential expression analysis was performed with package DESeq v1.12.1 [8] from R/Bioconductor [9]."}}], "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": ["normalise_counts", "differential_expression_fit", "fdr_bh"], "missing_operations": [], "basis": "The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: deseq2."}, "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": ["GSE65681", "GSE65679"], "resolved_accessions": ["GSE65681", "GSE65679"], "statements": ["All reads sequences are available in the Sequence Read Archive (SRA) of the NCBI and an overview of the gene expression results is also available in NCBI's Gene Expression Omnibus (GEO) under the accession number GSE65681 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE65681)."], "basis": "The paper names GSE65681, GSE65679 in NCBI's Gene Expression Omnibus (GEO) and the accession resolves in the repository. No dataset was downloaded and no licence was read."}}, "can_run": {"dsl_operations": ["normalise_counts", "differential_expression_fit", "fdr_bh"], "assets": ["source:pmid:28664146", "data:geo:GSE65679", "asset:table:pmid:28664146:1"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:GSE65679"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-10-31T18:31:25Z", "independence": "same_provider"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 8, "usage": {"prompt_tokens": 24181, "completion_tokens": 4284, "cached_tokens": 6680}}, "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:28664146", "type": "paper", "label": "pmid:28664146"}, {"id": "source:pmid:28664146", "type": "manuscript", "label": "PMID 28664146 full text"}, {"id": "data:geo:GSE65679", "type": "dataset", "label": "GEO GSE65679"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:28664146", "type": "paper", "label": "pmid:28664146"}, {"id": "source:pmid:28664146", "type": "manuscript", "label": "PMID 28664146 full text"}, {"id": "data:geo:GSE65679", "type": "dataset", "label": "GEO GSE65679"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-28664146", "type": "extraction", "used": ["source:pmid:28664146"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-GSE65679", "type": "accession_resolution", "used": ["data:geo:GSE65679"], "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:28664146", "parent_hash": "sha256:7365b0345501594c6ea0837475f8f694d9ec98e221a01f20508929278595f8cb", "fork_of": null, "generation": 7}, "gaps": ["asset:data:geo:GSE65679 licence not read", "asset:data:geo:GSE65679 not downloaded", "asset:data:geo:GSE65681 licence not read", "asset:data:geo:GSE65681 not downloaded", "execution.not_run", "review.human_critique", "review.independent_reader", "review.machine_critique"], "assays": [{"role": "data_generation", "definition_id": "amplicon_seq", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.93, "evidence": ["nal profiling of a bovine fertility model by next-generation sequencing."], "order_basis": "paper_text_order:22", "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": ["mpulla and isthmus fragments and analyzed by RNAseq. The resulting reads were mapped to the bovi", "in LF samples, respectively. To validate the RNAseq results, transcript abundance of 23 genes wa", "d nitrogen. Animal ranking and selection for RNAseq In order to be included in the study, animal", "mples of six (three/group) were submitted to RNAseq analysis. RNAseq of the two regions was perf"], "order_basis": "paper_text_order:939", "id": "assay:2"}, {"role": "data_generation", "definition_id": "qpcr", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.93, "evidence": ["script abundance of 23 genes was assessed by qPCR and expression patterns were consistent betw"], "order_basis": "paper_text_order:1292", "id": "assay:3"}, {"role": "analysis", "definition_id": "differential_expression", "definition_version": "f2132e96ae6c7a4e", "definition_digest": null, "required_operations": ["normalise_counts", "differential_expression_fit", "fdr_bh"], "support_state": "supported", "source_hashes": {"dsl_catalogue": "f2132e96ae6c7a4e"}, "confidence": 1.0, "evidence": ["Differential expression analysis was performed with package DESeq v1.12.1 [8] from R/Bioconductor [9]."], "order_basis": "consumes_earlier_output", "id": "assay:4"}]}