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

pmid:31497632

Dataset of de novo assembly and functional annotation of the transcriptome of blueberry (Vaccinium spp.).

Xinpeng Qi · Elizabeth L Ogden · Mark K Ehlenfeldt · Lisa J Rowland

Data in brief · 2019 doi:10.1016/j.dib.2019.104390

Paper

complete

Experiment

partial

Data

partial

Analysis

absent

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:31497632
kind
science-record
content_hash
sha256:62fed9ce9c04a148d8f7607bde56a4fe808cf7785c27ad1f174b9e9b99750ffc
schema
https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json
created_at
2026-11-01T15:40:49Z
updated_at
2026-11-01T18:51:14Z
generator object · 2 fields
name
corpus-assay-engine
run_id
reading-sci-2026-11-01
paper object · 10 fields
state
complete
title
Dataset of de novo assembly and functional annotation of the transcriptome of blueberry (Vaccinium spp.).
doi
10.1016/j.dib.2019.104390
pmid
31497632
authors array · 4 items
[0]
Xinpeng Qi
[1]
Elizabeth L Ogden
[2]
Mark K Ehlenfeldt
[3]
Lisa J Rowland
journal
Data in brief
year
2019
abstract
Blueberry is an economically important berry crop. Both production and consumption of blueberries have increased sharply worldwide in recent years at least partly due to their known health benefits. The development of improved genomic resources for blueberry, such as a well-assembled genome and transcriptome, could accelerate breeding through genomic-assisted approaches. To enrich available transcriptome data and identify genes potentially involved in fruit quality, RNA sequencing was performed on fruit tissue from two northern-adapted hybrid blueberry breeding populations. RNA-seq was carried out using the Illumina HiSeqTM 2500 platform. Because of the absence of a reference-grade genome for blueberry, a transcriptome was de novo assembled from this RNA-seq data and other publicly available transcriptome data from blueberry downloaded from the National Center for Biotechnology Information (NCBI) Short Read Archive (SRA) using Trinity. After removing redundancy, this resulted in a dataset of 91,861 blueberry unigenes. This unigene dataset was functionally annotated using the NCBI-Nr protein database. All raw reads from the breeding populations were deposited in the NCBI SRA with accession numbers SRR6281886, SRR6281887, SRR6281888, and SRR6281889. The de novo transcriptome assembly was deposited at NCBI Transcriptome Shotgun Assembly (TSA) database with accession number GGAB00000000. These data will provide real expression evidence for the blueberry genome gene prediction and gene functional annotation and a reference transcriptome for future gene expression studies involving blueberry fruit.
claims array · 1 item
[0] object · 6 fields
id
claim-data-access
statement
NCBI SRA accession numbers of SRR6281886(https://www.ncbi.nlm.nih.gov/sra/SRR6281886), SRR6281887 (https://www.ncbi.nlm.nih.gov/sra/SRR6281887), SRR6281888 (https://www.ncbi.nlm.nih.gov/sra/SRR6281888), and SRR6281889 (https://www.ncbi.nlm.nih.gov/sra/SRR6281889)for raw reads;NCBI TSA accession number of GGAB00000000 (https://www.ncbi.nlm.nih.gov/nuccore/GGAB00000000.1/)for assembly
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:31497632
locator
sections[1] "p" paragraph 1
quote
NCBI SRA accession numbers of SRR6281886(https://www.ncbi.nlm.nih.gov/sra/SRR6281886), SRR6281887 (https://www.ncbi.nlm.nih.gov/sra/SRR6281887), SRR6281888 (https://www.ncbi.nlm.nih.gov/sra/SRR6281888), and SRR6281889 (https://www.ncbi.nlm.nih.gov/sra/SRR6281889)for raw reads;NCBI TSA accession number of GGAB00000000 (https://www.ncbi.nlm.nih.gov/nuccore/GGAB00000000.1/)for assembly
state
complete
gaps array · 0 items
experiment object · 8 fields
state
partial
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:31497632
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
blocked
blocked_on
data:accession_unresolved
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:SRR6281886
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:SRR6281886
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 · 1 item
[0]
step:obtain_source_data blocked on data:accession_unresolved
data object · 3 fields
state
partial
assets array · 9 items
[0] object · 15 fields
id
source:pmid:31497632
role
manuscript
format
xml
media_type
application/xml
uri
https://doi.org/10.1016/j.dib.2019.104390
sha256
sha256:f7e910ea83f044f61ea5f18cf789de655a9b801d4f1952096ace6e4ddf7baea0
bytes
10117
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
10.1016/j.dib.2019.104390
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
PMC6718820
source
europe_pmc_fulltext
coverage
whole_body_without_references
text_hash_scope
rendered_section_body
[1] object · 15 fields
id
data:geo:SRR6281886
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=SRR6281886
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
SRR6281886
version
null
note
NCBI SRA accession numbers of SRR6281886(https://www.ncbi.nlm.nih.gov/sra/SRR6281886), SRR6281887 (https://www.ncbi.nlm.nih.gov/sra/SRR6281887), SRR6281888 (https://www.ncbi.nlm.nih.gov/sra/SRR6281888), and SRR6281889 (https://www.ncbi.nlm.nih.gov/sra/SRR6281889)for raw reads;NCBI TSA accession number of GGAB00000000 (https://www.ncbi.nlm.nih.gov/nuccore/GGAB00000000.1/)for assembly
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
NCBI SRA accession numbers of SRR6281886(https://www.ncbi.nlm.nih.gov/sra/SRR6281886), SRR6281887 (https://www.ncbi.nlm.nih.gov/sra/SRR6281887), SRR6281888 (https://www.ncbi.nlm.nih.gov/sra/SRR6281888), and SRR6281889 (https://www.ncbi.nlm.nih.gov/sra/SRR6281889)for raw reads;NCBI TSA accession number of GGAB00000000 (https://www.ncbi.nlm.nih.gov/nuccore/GGAB00000000.1/)for assembly
access_statement_kind
data_availability_statement
sample_accessions array · 0 items
sample_count
null
group_sizes
null
group_sizes_basis
null
platform
null
taxon
null
title
null
resolution_checked_at
2026-10-31T18:35:43Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[2] object · 15 fields
id
data:geo:SRR6281887
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=SRR6281887
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
SRR6281887
version
null
note
NCBI SRA accession numbers of SRR6281886(https://www.ncbi.nlm.nih.gov/sra/SRR6281886), SRR6281887 (https://www.ncbi.nlm.nih.gov/sra/SRR6281887), SRR6281888 (https://www.ncbi.nlm.nih.gov/sra/SRR6281888), and SRR6281889 (https://www.ncbi.nlm.nih.gov/sra/SRR6281889)for raw reads;NCBI TSA accession number of GGAB00000000 (https://www.ncbi.nlm.nih.gov/nuccore/GGAB00000000.1/)for assembly
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
NCBI SRA accession numbers of SRR6281886(https://www.ncbi.nlm.nih.gov/sra/SRR6281886), SRR6281887 (https://www.ncbi.nlm.nih.gov/sra/SRR6281887), SRR6281888 (https://www.ncbi.nlm.nih.gov/sra/SRR6281888), and SRR6281889 (https://www.ncbi.nlm.nih.gov/sra/SRR6281889)for raw reads;NCBI TSA accession number of GGAB00000000 (https://www.ncbi.nlm.nih.gov/nuccore/GGAB00000000.1/)for assembly
access_statement_kind
data_availability_statement
sample_accessions array · 0 items
sample_count
null
group_sizes
null
group_sizes_basis
null
platform
null
taxon
null
title
null
resolution_checked_at
2026-10-31T18:35:43Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[3] object · 15 fields
id
data:geo:SRR6281888
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=SRR6281888
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
SRR6281888
version
null
note
NCBI SRA accession numbers of SRR6281886(https://www.ncbi.nlm.nih.gov/sra/SRR6281886), SRR6281887 (https://www.ncbi.nlm.nih.gov/sra/SRR6281887), SRR6281888 (https://www.ncbi.nlm.nih.gov/sra/SRR6281888), and SRR6281889 (https://www.ncbi.nlm.nih.gov/sra/SRR6281889)for raw reads;NCBI TSA accession number of GGAB00000000 (https://www.ncbi.nlm.nih.gov/nuccore/GGAB00000000.1/)for assembly
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
NCBI SRA accession numbers of SRR6281886(https://www.ncbi.nlm.nih.gov/sra/SRR6281886), SRR6281887 (https://www.ncbi.nlm.nih.gov/sra/SRR6281887), SRR6281888 (https://www.ncbi.nlm.nih.gov/sra/SRR6281888), and SRR6281889 (https://www.ncbi.nlm.nih.gov/sra/SRR6281889)for raw reads;NCBI TSA accession number of GGAB00000000 (https://www.ncbi.nlm.nih.gov/nuccore/GGAB00000000.1/)for assembly
access_statement_kind
data_availability_statement
sample_accessions array · 0 items
sample_count
null
group_sizes
null
group_sizes_basis
null
platform
null
taxon
null
title
null
resolution_checked_at
2026-10-31T18:35:43Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[4] object · 15 fields
id
data:geo:SRR6281889
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=SRR6281889
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
SRR6281889
version
null
note
NCBI SRA accession numbers of SRR6281886(https://www.ncbi.nlm.nih.gov/sra/SRR6281886), SRR6281887 (https://www.ncbi.nlm.nih.gov/sra/SRR6281887), SRR6281888 (https://www.ncbi.nlm.nih.gov/sra/SRR6281888), and SRR6281889 (https://www.ncbi.nlm.nih.gov/sra/SRR6281889)for raw reads;NCBI TSA accession number of GGAB00000000 (https://www.ncbi.nlm.nih.gov/nuccore/GGAB00000000.1/)for assembly
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
NCBI SRA accession numbers of SRR6281886(https://www.ncbi.nlm.nih.gov/sra/SRR6281886), SRR6281887 (https://www.ncbi.nlm.nih.gov/sra/SRR6281887), SRR6281888 (https://www.ncbi.nlm.nih.gov/sra/SRR6281888), and SRR6281889 (https://www.ncbi.nlm.nih.gov/sra/SRR6281889)for raw reads;NCBI TSA accession number of GGAB00000000 (https://www.ncbi.nlm.nih.gov/nuccore/GGAB00000000.1/)for assembly
access_statement_kind
data_availability_statement
sample_accessions array · 0 items
sample_count
null
group_sizes
null
group_sizes_basis
null
platform
null
taxon
null
title
null
resolution_checked_at
2026-10-31T18:35:43Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[5] object · 16 fields
id
asset:table:pmid:31497632:1
role
table
format
jats-table
media_type
application/vnd.jats.table+json
uri
null
sha256
sha256:ca80133e3994803ed94e1682426df16757caa296881f76581cb9d72303ff514e
bytes
1876
access
open
state
verified
reader
read_table
reader_status
available
identifier
section[1]/table-wrap[1]#undtbl1
version
null
note
Specifications Table
structure object · 5 fields
pmcid
PMC6718820
section_index
1
section_title
p
row_count
10
column_count
2
table object · 8 fields
label
null
caption
Specifications Table
rows array · 10 items
[0] array · 2 items
[0]
Subject area
[1]
Biology
[1] array · 2 items
[0]
More specific subject area
[1]
Transcriptomics
[2] array · 2 items
[0]
Type of data
[1]
Transcriptome sequences
[3] array · 2 items
[0]
How data was acquired
[1]
Illumina HiSeqTM 2500 sequencing platform
[4] array · 2 items
[0]
Data format
[1]
Raw and analyzed
[5] array · 2 items
[0]
Experimental factors
[1]
Ripe fruit was collected from two field-grown blueberry breeding populations segregating for the waxy coating on fruit
[6] array · 2 items
[0]
Experimental features
[1]
Total RNA was extracted from bulked waxy and non-waxy fruit tissue from two blueberry breeding populations segregating for the waxy coating on fruit. RNA was used for cDNA library construction. Paired-end RNA-seq data was generated using the Illumina HiSeqTM 2500 sequencing platform. Trinity software was used to perform de novo assembly of clean reads from this data and other blueberry transcriptome data downloaded from NCBI SRA. The unigene dataset was functionally annotated using NCBI-Nr protein database.
[7] array · 2 items
[0]
Data source location
[1]
USDA-ARS, Genetic Improvement of Fruits and Vegetables Laboratory, Beltsville, MD 20705, USA
[8] array · 2 items
[0]
Data accessibility
[1]
NCBI SRA accession numbers of SRR6281886(https://www.ncbi.nlm.nih.gov/sra/SRR6281886), SRR6281887 (https://www.ncbi.nlm.nih.gov/sra/SRR6281887), SRR6281888 (https://www.ncbi.nlm.nih.gov/sra/SRR6281888), and SRR6281889 (https://www.ncbi.nlm.nih.gov/sra/SRR6281889)for raw reads;NCBI TSA accession number of GGAB00000000 (https://www.ncbi.nlm.nih.gov/nuccore/GGAB00000000.1/)for assembly
[9] array · 2 items
[0]
Related research article
[1]
Xinpeng Qi, Elizabeth L. Ogden, Mark K. Ehlenfeldt, and Lisa J. Rowland. Transcriptome analysis identifies genes related to the waxy coating on blueberry fruit in two northern-adapted rabbiteye breeding populations, “under review”.
locator
section[1]/table-wrap[1]#undtbl1
[6] object · 16 fields
id
asset:table:pmid:31497632:2
role
table
format
jats-table
media_type
application/vnd.jats.table+json
uri
null
sha256
sha256:b92d1d6a1a0f2f59522d4d600575524d102040bf63e367241c75a253d607d87d
bytes
947
access
open
state
verified
reader
read_table
reader_status
available
identifier
section[1]/table-wrap[2]#undtbl2
version
null
note
null
structure object · 5 fields
pmcid
PMC6718820
section_index
1
section_title
p
row_count
1
column_count
1
table object · 8 fields
label
null
caption
null
rows array · 1 item
[0] array · 1 item
[0]
Value of the Data1.The RNA-seq and assembled transcriptome datasets provide real expression evidence for use to the scientific research community in gene prediction and functional annotation of the emerging blueberry genome.2.The RNA-seq dataset is useful to scientists in identifying differentially expressed genes between blueberry fruit with and without the waxy coating and, thus, genes associated with wax accumulation in berry fruit.3.The expression profiles are available as raw sequence reads that can be further processed and analyzed by researchers using their own bioinformatic algorithms.4.The de novo assembled transcriptome is useful as a reference transcriptome to other scientists working to identify differentially expressed genes in blueberry and in related Vaccinium species.
locator
section[1]/table-wrap[2]#undtbl2
[7] object · 16 fields
id
asset:table:pmid:31497632:3
role
table
format
jats-table
media_type
application/vnd.jats.table+json
uri
null
sha256
sha256:878d54a943595bbd757fb9ef9dc394cf98f530bfef8b63df27cde387fcc33ff6
bytes
503
access
open
state
verified
reader
read_table
reader_status
available
identifier
section[2]/table-wrap[1]#tbl1
version
null
note
RNA-seq of two northern-adapted rabbiteye hybrid blueberry breeding populations.
structure object · 5 fields
pmcid
PMC6718820
section_index
2
section_title
Data
row_count
5
column_count
3
table object · 8 fields
label
Table 1
caption
RNA-seq of two northern-adapted rabbiteye hybrid blueberry breeding populations.
rows array · 5 items
[0] array · 3 items
[0]
Library
[1]
Number of plants in bulk
[2]
Number of clean reads
[1] array · 3 items
[0]
‘Nocturne’ x T 300 non-waxy
[1]
9
[2]
69,318,222
[2] array · 3 items
[0]
‘Nocturne’ x T 300 waxy
[1]
10
[2]
97,629,788
[3] array · 3 items
[0]
‘Nocturne’ x US 1212 non-waxy
[1]
10
[2]
68,222,558
[4] array · 3 items
[0]
‘Nocturne’ x US 1212 waxy
[1]
13
[2]
81,404,420
locator
section[2]/table-wrap[1]#tbl1
[8] object · 16 fields
id
asset:table:pmid:31497632:4
role
table
format
jats-table
media_type
application/vnd.jats.table+json
uri
null
sha256
sha256:9930d6c3982ea50f1b483a87743013b46540f39334a49bd84b5f806bacfe47bc
bytes
722
access
open
state
verified
reader
read_table
reader_status
available
identifier
section[2]/table-wrap[2]#tbl2
version
null
note
Statistics of the blueberry transcriptome raw assembly, quality assessment, and redundancy elimination.
structure object · 5 fields
pmcid
PMC6718820
section_index
2
section_title
Data
row_count
11
column_count
2
table object · 8 fields
label
Table 2
caption
Statistics of the blueberry transcriptome raw assembly, quality assessment, and redundancy elimination.
rows array · 11 items
[0] array · 2 items
[0]
Total “genes” from Trinity assembly
[1]
251,974
[1] array · 2 items
[0]
Assembly N50 length
[1]
806
[2] array · 2 items
[0]
Total assembled bases
[1]
208,124,831
[3] array · 2 items
[0]
‘Nocturne’ x T 300 non-waxy (%)
[1]
87.16a
[4] array · 2 items
[0]
‘Nocturne’ x T 300 waxy (%)
[1]
92.00a
[5] array · 2 items
[0]
‘Nocturne’ x US 1212 non-waxy (%)
[1]
93.36a
[6] array · 2 items
[0]
‘Nocturne’ x US 1212 waxy (%)
[1]
91.63a
[7] array · 2 items
[0]
Total full-length SwissProt protein hits
[1]
9909
[8] array · 2 items
[0]
Total unigene number
[1]
91,861
[9] array · 2 items
[0]
Unigene N50 length
[1]
1144
[10] array · 2 items
[0]
Total unigene bases
[1]
66,642,205
locator
section[2]/table-wrap[2]#tbl2
gaps array · 8 items
[0]
asset:data:geo:SRR6281886 not downloaded
[1]
asset:data:geo:SRR6281886 licence not read
[2]
asset:data:geo:SRR6281887 not downloaded
[3]
asset:data:geo:SRR6281887 licence not read
[4]
asset:data:geo:SRR6281888 not downloaded
[5]
asset:data:geo:SRR6281888 licence not read
[6]
asset:data:geo:SRR6281889 not downloaded
[7]
asset:data:geo:SRR6281889 licence not read
analysis object · 4 fields
state
absent
methods array · 0 items
targets array · 0 items
gaps array · 2 items
[0]
method
[1]
operations
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
blocked_on
data:accession_absent
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 (not named), 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
R4
reachable
false
accessions array · 4 items
[0]
SRR6281886
[1]
SRR6281887
[2]
SRR6281888
[3]
SRR6281889
resolved_accessions array · 0 items
statements array · 1 item
[0]
NCBI SRA accession numbers of SRR6281886(https://www.ncbi.nlm.nih.gov/sra/SRR6281886), SRR6281887 (https://www.ncbi.nlm.nih.gov/sra/SRR6281887), SRR6281888 (https://www.ncbi.nlm.nih.gov/sra/SRR6281888), and SRR6281889 (https://www.ncbi.nlm.nih.gov/sra/SRR6281889)for raw reads;NCBI TSA accession number of GGAB00000000 (https://www.ncbi.nlm.nih.gov/nuccore/GGAB00000000.1/)for assembly
basis
The paper names SRR6281886, SRR6281887, SRR6281888, SRR6281889, but the accession does not resolve in the repository (not_in_ncbi_sra, not_in_ncbi_sra, not_in_ncbi_sra, not_in_ncbi_sra), so the data cannot be reached from here. No dataset was downloaded and no licence was read.
can_run object · 3 fields
dsl_operations array · 0 items
assets array · 6 items
[0]
source:pmid:31497632
[1]
data:geo:SRR6281886
[2]
asset:table:pmid:31497632:1
[3]
asset:table:pmid:31497632:2
[4]
asset:table:pmid:31497632:3
[5]
asset:table:pmid:31497632:4
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:SRR6281886
gaps array · 1 item
[0]
data:accession_absent
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
2026-10-31T18:16:10Z
independence
single_reader
evidence_check object · 2 fields
method
null
availability
verbatim
calls
3
usage object · 3 fields
prompt_tokens
9076
completion_tokens
2442
cached_tokens
528
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:31497632
type
paper
label
pmid:31497632
[1] object · 3 fields
id
source:pmid:31497632
type
manuscript
label
PMID 31497632 full text
[2] object · 3 fields
id
data:geo:SRR6281886
type
dataset
label
GEO SRR6281886
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:31497632
type
paper
label
pmid:31497632
[1] object · 3 fields
id
source:pmid:31497632
type
manuscript
label
PMID 31497632 full text
[2] object · 3 fields
id
data:geo:SRR6281886
type
dataset
label
GEO SRR6281886
agent
agent:corpus-assay-engine
[1] object · 4 fields
id
activity-read-31497632
type
extraction
used array · 1 item
[0]
source:pmid:31497632
agent
agent:minimax-reader
[2] object · 4 fields
id
activity-resolve-SRR6281886
type
accession_resolution
used array · 1 item
[0]
data:geo:SRR6281886
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:31497632
parent_hash
sha256:573733412da0739fe14df29240c0bc3ca39fcbb0d1364d5114bacf9c17156a60
fork_of
null
gaps array · 15 items
[0]
asset:data:geo:SRR6281886 licence not read
[1]
asset:data:geo:SRR6281886 not downloaded
[2]
asset:data:geo:SRR6281887 licence not read
[3]
asset:data:geo:SRR6281887 not downloaded
[4]
asset:data:geo:SRR6281888 licence not read
[5]
asset:data:geo:SRR6281888 not downloaded
[6]
asset:data:geo:SRR6281889 licence not read
[7]
asset:data:geo:SRR6281889 not downloaded
[8]
execution.not_run
[9]
method
[10]
operations
[11]
review.human_critique
[12]
review.independent_reader
[13]
review.machine_critique
[14]
step:obtain_source_data blocked on data:accession_unresolved
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]
vo assembly and functional annotation of the transcriptome of blueberry (Vaccinium spp.).
[1]
ueberry, such as a well-assembled genome and transcriptome, could accelerate breeding through genomic-a
[2]
mic-assisted approaches. To enrich available transcriptome data and identify genes potentially involved
[3]
of a reference-grade genome for blueberry, a transcriptome was de novo assembled from this RNA-seq data
order_basis
paper_text_order:16
id
assay:1
Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:31497632", "kind": "science-record", "revision": 5, "content_hash": "sha256:62fed9ce9c04a148d8f7607bde56a4fe808cf7785c27ad1f174b9e9b99750ffc", "created_at": "2026-11-01T15:40:49Z", "updated_at": "2026-11-01T18:51:14Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Dataset of de novo assembly and functional annotation of the transcriptome of blueberry (Vaccinium spp.).", "doi": "10.1016/j.dib.2019.104390", "pmid": "31497632", "authors": ["Xinpeng Qi", "Elizabeth L Ogden", "Mark K Ehlenfeldt", "Lisa J Rowland"], "journal": "Data in brief", "year": 2019, "abstract": "Blueberry is an economically important berry crop. Both production and consumption of blueberries have increased sharply worldwide in recent years at least partly due to their known health benefits. The development of improved genomic resources for blueberry, such as a well-assembled genome and transcriptome, could accelerate breeding through genomic-assisted approaches. To enrich available transcriptome data and identify genes potentially involved in fruit quality, RNA sequencing was performed on fruit tissue from two northern-adapted hybrid blueberry breeding populations. RNA-seq was carried out using the Illumina HiSeqTM 2500 platform. Because of the absence of a reference-grade genome for blueberry, a transcriptome was de novo assembled from this RNA-seq data and other publicly available transcriptome data from blueberry downloaded from the National Center for Biotechnology Information (NCBI) Short Read Archive (SRA) using Trinity. After removing redundancy, this resulted in a dataset of 91,861 blueberry unigenes. This unigene dataset was functionally annotated using the NCBI-Nr protein database. All raw reads from the breeding populations were deposited in the NCBI SRA with accession numbers SRR6281886, SRR6281887, SRR6281888, and SRR6281889. The de novo transcriptome assembly was deposited at NCBI Transcriptome Shotgun Assembly (TSA) database with accession number GGAB00000000. These data will provide real expression evidence for the blueberry genome gene prediction and gene functional annotation and a reference transcriptome for future gene expression studies involving blueberry fruit.", "claims": [{"id": "claim-data-access", "statement": "NCBI SRA accession numbers of SRR6281886(https://www.ncbi.nlm.nih.gov/sra/SRR6281886), SRR6281887 (https://www.ncbi.nlm.nih.gov/sra/SRR6281887), SRR6281888 (https://www.ncbi.nlm.nih.gov/sra/SRR6281888), and SRR6281889 (https://www.ncbi.nlm.nih.gov/sra/SRR6281889)for raw reads;NCBI TSA accession number of GGAB00000000 (https://www.ncbi.nlm.nih.gov/nuccore/GGAB00000000.1/)for assembly", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:31497632", "locator": "sections[1] \"p\" paragraph 1", "quote": "NCBI SRA accession numbers of SRR6281886(https://www.ncbi.nlm.nih.gov/sra/SRR6281886), SRR6281887 (https://www.ncbi.nlm.nih.gov/sra/SRR6281887), SRR6281888 (https://www.ncbi.nlm.nih.gov/sra/SRR6281888), and SRR6281889 (https://www.ncbi.nlm.nih.gov/sra/SRR6281889)for raw reads;NCBI TSA accession number of GGAB00000000 (https://www.ncbi.nlm.nih.gov/nuccore/GGAB00000000.1/)for assembly"}], "state": "complete"}], "gaps": []}, "experiment": {"state": "partial", "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:31497632"], "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": "blocked", "blocked_on": "data:accession_unresolved", "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:SRR6281886"], "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:SRR6281886"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": ["step:obtain_source_data blocked on data:accession_unresolved"]}, "data": {"state": "partial", "assets": [{"id": "source:pmid:31497632", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1016/j.dib.2019.104390", "sha256": "sha256:f7e910ea83f044f61ea5f18cf789de655a9b801d4f1952096ace6e4ddf7baea0", "bytes": 10117, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.1016/j.dib.2019.104390", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC6718820", "source": "europe_pmc_fulltext", "coverage": "whole_body_without_references", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:SRR6281886", "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=SRR6281886", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "SRR6281886", "version": null, "note": "NCBI SRA accession numbers of SRR6281886(https://www.ncbi.nlm.nih.gov/sra/SRR6281886), SRR6281887 (https://www.ncbi.nlm.nih.gov/sra/SRR6281887), SRR6281888 (https://www.ncbi.nlm.nih.gov/sra/SRR6281888), and SRR6281889 (https://www.ncbi.nlm.nih.gov/sra/SRR6281889)for raw reads;NCBI TSA accession number of GGAB00000000 (https://www.ncbi.nlm.nih.gov/nuccore/GGAB00000000.1/)for assembly", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "NCBI SRA accession numbers of SRR6281886(https://www.ncbi.nlm.nih.gov/sra/SRR6281886), SRR6281887 (https://www.ncbi.nlm.nih.gov/sra/SRR6281887), SRR6281888 (https://www.ncbi.nlm.nih.gov/sra/SRR6281888), and SRR6281889 (https://www.ncbi.nlm.nih.gov/sra/SRR6281889)for raw reads;NCBI TSA accession number of GGAB00000000 (https://www.ncbi.nlm.nih.gov/nuccore/GGAB00000000.1/)for assembly", "access_statement_kind": "data_availability_statement", "sample_accessions": [], "sample_count": null, "group_sizes": null, "group_sizes_basis": null, "platform": null, "taxon": null, "title": null, "resolution_checked_at": "2026-10-31T18:35:43Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "data:geo:SRR6281887", "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=SRR6281887", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "SRR6281887", "version": null, "note": "NCBI SRA accession numbers of SRR6281886(https://www.ncbi.nlm.nih.gov/sra/SRR6281886), SRR6281887 (https://www.ncbi.nlm.nih.gov/sra/SRR6281887), SRR6281888 (https://www.ncbi.nlm.nih.gov/sra/SRR6281888), and SRR6281889 (https://www.ncbi.nlm.nih.gov/sra/SRR6281889)for raw reads;NCBI TSA accession number of GGAB00000000 (https://www.ncbi.nlm.nih.gov/nuccore/GGAB00000000.1/)for assembly", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "NCBI SRA accession numbers of SRR6281886(https://www.ncbi.nlm.nih.gov/sra/SRR6281886), SRR6281887 (https://www.ncbi.nlm.nih.gov/sra/SRR6281887), SRR6281888 (https://www.ncbi.nlm.nih.gov/sra/SRR6281888), and SRR6281889 (https://www.ncbi.nlm.nih.gov/sra/SRR6281889)for raw reads;NCBI TSA accession number of GGAB00000000 (https://www.ncbi.nlm.nih.gov/nuccore/GGAB00000000.1/)for assembly", "access_statement_kind": "data_availability_statement", "sample_accessions": [], "sample_count": null, "group_sizes": null, "group_sizes_basis": null, "platform": null, "taxon": null, "title": null, "resolution_checked_at": "2026-10-31T18:35:43Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "data:geo:SRR6281888", "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=SRR6281888", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "SRR6281888", "version": null, "note": "NCBI SRA accession numbers of SRR6281886(https://www.ncbi.nlm.nih.gov/sra/SRR6281886), SRR6281887 (https://www.ncbi.nlm.nih.gov/sra/SRR6281887), SRR6281888 (https://www.ncbi.nlm.nih.gov/sra/SRR6281888), and SRR6281889 (https://www.ncbi.nlm.nih.gov/sra/SRR6281889)for raw reads;NCBI TSA accession number of GGAB00000000 (https://www.ncbi.nlm.nih.gov/nuccore/GGAB00000000.1/)for assembly", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "NCBI SRA accession numbers of SRR6281886(https://www.ncbi.nlm.nih.gov/sra/SRR6281886), SRR6281887 (https://www.ncbi.nlm.nih.gov/sra/SRR6281887), SRR6281888 (https://www.ncbi.nlm.nih.gov/sra/SRR6281888), and SRR6281889 (https://www.ncbi.nlm.nih.gov/sra/SRR6281889)for raw reads;NCBI TSA accession number of GGAB00000000 (https://www.ncbi.nlm.nih.gov/nuccore/GGAB00000000.1/)for assembly", "access_statement_kind": "data_availability_statement", "sample_accessions": [], "sample_count": null, "group_sizes": null, "group_sizes_basis": null, "platform": null, "taxon": null, "title": null, "resolution_checked_at": "2026-10-31T18:35:43Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "data:geo:SRR6281889", "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=SRR6281889", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "SRR6281889", "version": null, "note": "NCBI SRA accession numbers of SRR6281886(https://www.ncbi.nlm.nih.gov/sra/SRR6281886), SRR6281887 (https://www.ncbi.nlm.nih.gov/sra/SRR6281887), SRR6281888 (https://www.ncbi.nlm.nih.gov/sra/SRR6281888), and SRR6281889 (https://www.ncbi.nlm.nih.gov/sra/SRR6281889)for raw reads;NCBI TSA accession number of GGAB00000000 (https://www.ncbi.nlm.nih.gov/nuccore/GGAB00000000.1/)for assembly", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "NCBI SRA accession numbers of SRR6281886(https://www.ncbi.nlm.nih.gov/sra/SRR6281886), SRR6281887 (https://www.ncbi.nlm.nih.gov/sra/SRR6281887), SRR6281888 (https://www.ncbi.nlm.nih.gov/sra/SRR6281888), and SRR6281889 (https://www.ncbi.nlm.nih.gov/sra/SRR6281889)for raw reads;NCBI TSA accession number of GGAB00000000 (https://www.ncbi.nlm.nih.gov/nuccore/GGAB00000000.1/)for assembly", "access_statement_kind": "data_availability_statement", "sample_accessions": [], "sample_count": null, "group_sizes": null, "group_sizes_basis": null, "platform": null, "taxon": null, "title": null, "resolution_checked_at": "2026-10-31T18:35:43Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "asset:table:pmid:31497632:1", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:ca80133e3994803ed94e1682426df16757caa296881f76581cb9d72303ff514e", "bytes": 1876, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[1]/table-wrap[1]#undtbl1", "version": null, "note": "Specifications Table", "structure": {"pmcid": "PMC6718820", "section_index": 1, "section_title": "p", "row_count": 10, "column_count": 2}, "table": {"label": null, "caption": "Specifications Table", "rows": [["Subject area", "Biology"], ["More specific subject area", "Transcriptomics"], ["Type of data", "Transcriptome sequences"], ["How data was acquired", "Illumina HiSeqTM 2500 sequencing platform"], ["Data format", "Raw and analyzed"], ["Experimental factors", "Ripe fruit was collected from two field-grown blueberry breeding populations segregating for the waxy coating on fruit"], ["Experimental features", "Total RNA was extracted from bulked waxy and non-waxy fruit tissue from two blueberry breeding populations segregating for the waxy coating on fruit. RNA was used for cDNA library construction. Paired-end RNA-seq data was generated using the Illumina HiSeqTM 2500 sequencing platform. Trinity software was used to perform de novo assembly of clean reads from this data and other blueberry transcriptome data downloaded from NCBI SRA. The unigene dataset was functionally annotated using NCBI-Nr protein database."], ["Data source location", "USDA-ARS, Genetic Improvement of Fruits and Vegetables Laboratory, Beltsville, MD 20705, USA"], ["Data accessibility", "NCBI SRA accession numbers of SRR6281886(https://www.ncbi.nlm.nih.gov/sra/SRR6281886), SRR6281887 (https://www.ncbi.nlm.nih.gov/sra/SRR6281887), SRR6281888 (https://www.ncbi.nlm.nih.gov/sra/SRR6281888), and SRR6281889 (https://www.ncbi.nlm.nih.gov/sra/SRR6281889)for raw reads;NCBI TSA accession number of GGAB00000000 (https://www.ncbi.nlm.nih.gov/nuccore/GGAB00000000.1/)for assembly"], ["Related research article", "Xinpeng Qi, Elizabeth L. Ogden, Mark K. Ehlenfeldt, and Lisa J. Rowland. Transcriptome analysis identifies genes related to the waxy coating on blueberry fruit in two northern-adapted rabbiteye breeding populations, “under review”."]], "row_count": 10, "column_count": 2, "numeric_cells": 4, "header_rows": 0, "locator": "section[1]/table-wrap[1]#undtbl1"}}, {"id": "asset:table:pmid:31497632:2", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:b92d1d6a1a0f2f59522d4d600575524d102040bf63e367241c75a253d607d87d", "bytes": 947, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[1]/table-wrap[2]#undtbl2", "version": null, "note": null, "structure": {"pmcid": "PMC6718820", "section_index": 1, "section_title": "p", "row_count": 1, "column_count": 1}, "table": {"label": null, "caption": null, "rows": [["Value of the Data1.The RNA-seq and assembled transcriptome datasets provide real expression evidence for use to the scientific research community in gene prediction and functional annotation of the emerging blueberry genome.2.The RNA-seq dataset is useful to scientists in identifying differentially expressed genes between blueberry fruit with and without the waxy coating and, thus, genes associated with wax accumulation in berry fruit.3.The expression profiles are available as raw sequence reads that can be further processed and analyzed by researchers using their own bioinformatic algorithms.4.The de novo assembled transcriptome is useful as a reference transcriptome to other scientists working to identify differentially expressed genes in blueberry and in related Vaccinium species."]], "row_count": 1, "column_count": 1, "numeric_cells": 1, "header_rows": 0, "locator": "section[1]/table-wrap[2]#undtbl2"}}, {"id": "asset:table:pmid:31497632:3", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:878d54a943595bbd757fb9ef9dc394cf98f530bfef8b63df27cde387fcc33ff6", "bytes": 503, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[2]/table-wrap[1]#tbl1", "version": null, "note": "RNA-seq of two northern-adapted rabbiteye hybrid blueberry breeding populations.", "structure": {"pmcid": "PMC6718820", "section_index": 2, "section_title": "Data", "row_count": 5, "column_count": 3}, "table": {"label": "Table 1", "caption": "RNA-seq of two northern-adapted rabbiteye hybrid blueberry breeding populations.", "rows": [["Library", "Number of plants in bulk", "Number of clean reads"], ["‘Nocturne’ x T 300 non-waxy", "9", "69,318,222"], ["‘Nocturne’ x T 300 waxy", "10", "97,629,788"], ["‘Nocturne’ x US 1212 non-waxy", "10", "68,222,558"], ["‘Nocturne’ x US 1212 waxy", "13", "81,404,420"]], "row_count": 5, "column_count": 3, "numeric_cells": 12, "header_rows": 1, "locator": "section[2]/table-wrap[1]#tbl1"}}, {"id": "asset:table:pmid:31497632:4", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:9930d6c3982ea50f1b483a87743013b46540f39334a49bd84b5f806bacfe47bc", "bytes": 722, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[2]/table-wrap[2]#tbl2", "version": null, "note": "Statistics of the blueberry transcriptome raw assembly, quality assessment, and redundancy elimination.", "structure": {"pmcid": "PMC6718820", "section_index": 2, "section_title": "Data", "row_count": 11, "column_count": 2}, "table": {"label": "Table 2", "caption": "Statistics of the blueberry transcriptome raw assembly, quality assessment, and redundancy elimination.", "rows": [["Total “genes” from Trinity assembly", "251,974"], ["Assembly N50 length", "806"], ["Total assembled bases", "208,124,831"], ["‘Nocturne’ x T 300 non-waxy (%)", "87.16a"], ["‘Nocturne’ x T 300 waxy (%)", "92.00a"], ["‘Nocturne’ x US 1212 non-waxy (%)", "93.36a"], ["‘Nocturne’ x US 1212 waxy (%)", "91.63a"], ["Total full-length SwissProt protein hits", "9909"], ["Total unigene number", "91,861"], ["Unigene N50 length", "1144"], ["Total unigene bases", "66,642,205"]], "row_count": 11, "column_count": 2, "numeric_cells": 17, "header_rows": 0, "locator": "section[2]/table-wrap[2]#tbl2"}}], "gaps": ["asset:data:geo:SRR6281886 not downloaded", "asset:data:geo:SRR6281886 licence not read", "asset:data:geo:SRR6281887 not downloaded", "asset:data:geo:SRR6281887 licence not read", "asset:data:geo:SRR6281888 not downloaded", "asset:data:geo:SRR6281888 licence not read", "asset:data:geo:SRR6281889 not downloaded", "asset:data:geo:SRR6281889 licence not read"]}, "analysis": {"state": "absent", "methods": [], "targets": [], "gaps": ["method", "operations"]}, "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": "data", "blocked_on": "data:accession_absent", "axes": {"method": {"tier": "R4", "expressible": false, "required_operations": [], "missing_operations": [], "basis": "The reader quoted the method the paper names (not named), 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": "R4", "reachable": false, "accessions": ["SRR6281886", "SRR6281887", "SRR6281888", "SRR6281889"], "resolved_accessions": [], "statements": ["NCBI SRA accession numbers of SRR6281886(https://www.ncbi.nlm.nih.gov/sra/SRR6281886), SRR6281887 (https://www.ncbi.nlm.nih.gov/sra/SRR6281887), SRR6281888 (https://www.ncbi.nlm.nih.gov/sra/SRR6281888), and SRR6281889 (https://www.ncbi.nlm.nih.gov/sra/SRR6281889)for raw reads;NCBI TSA accession number of GGAB00000000 (https://www.ncbi.nlm.nih.gov/nuccore/GGAB00000000.1/)for assembly"], "basis": "The paper names SRR6281886, SRR6281887, SRR6281888, SRR6281889, but the accession does not resolve in the repository (not_in_ncbi_sra, not_in_ncbi_sra, not_in_ncbi_sra, not_in_ncbi_sra), so the data cannot be reached from here. No dataset was downloaded and no licence was read."}}, "can_run": {"dsl_operations": [], "assets": ["source:pmid:31497632", "data:geo:SRR6281886", "asset:table:pmid:31497632:1", "asset:table:pmid:31497632:2", "asset:table:pmid:31497632:3", "asset:table:pmid:31497632:4"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:SRR6281886"]}, "gaps": ["data:accession_absent"]}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-10-31T18:16:10Z", "independence": "single_reader"}, "evidence_check": {"method": null, "availability": "verbatim"}, "calls": 3, "usage": {"prompt_tokens": 9076, "completion_tokens": 2442, "cached_tokens": 528}}, "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:31497632", "type": "paper", "label": "pmid:31497632"}, {"id": "source:pmid:31497632", "type": "manuscript", "label": "PMID 31497632 full text"}, {"id": "data:geo:SRR6281886", "type": "dataset", "label": "GEO SRR6281886"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:31497632", "type": "paper", "label": "pmid:31497632"}, {"id": "source:pmid:31497632", "type": "manuscript", "label": "PMID 31497632 full text"}, {"id": "data:geo:SRR6281886", "type": "dataset", "label": "GEO SRR6281886"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-31497632", "type": "extraction", "used": ["source:pmid:31497632"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-SRR6281886", "type": "accession_resolution", "used": ["data:geo:SRR6281886"], "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:31497632", "parent_hash": "sha256:573733412da0739fe14df29240c0bc3ca39fcbb0d1364d5114bacf9c17156a60", "fork_of": null, "generation": 4}, "gaps": ["asset:data:geo:SRR6281886 licence not read", "asset:data:geo:SRR6281886 not downloaded", "asset:data:geo:SRR6281887 licence not read", "asset:data:geo:SRR6281887 not downloaded", "asset:data:geo:SRR6281888 licence not read", "asset:data:geo:SRR6281888 not downloaded", "asset:data:geo:SRR6281889 licence not read", "asset:data:geo:SRR6281889 not downloaded", "execution.not_run", "method", "operations", "review.human_critique", "review.independent_reader", "review.machine_critique", "step:obtain_source_data blocked on data:accession_unresolved"], "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": ["vo assembly and functional annotation of the transcriptome of blueberry (Vaccinium spp.).", "ueberry, such as a well-assembled genome and transcriptome, could accelerate breeding through genomic-a", "mic-assisted approaches. To enrich available transcriptome data and identify genes potentially involved", "of a reference-grade genome for blueberry, a transcriptome was de novo assembled from this RNA-seq data"], "order_basis": "paper_text_order:16", "id": "assay:1"}]}