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

pmid:26981369

Transcriptional profile of immediate response to ionizing radiation exposure.

Eric C Rouchka · Robert M Flight · Brigitte H Fasciotto · Rosendo Estrada · John W Eaton · Phani K Patibandla · Sabine J Waigel · Dazhuo Li · John K Kirtley · Palaniappan Sethu · Robert S Keynton

Genomics data · 2016 doi:10.1016/j.gdata.2015.11.027

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:26981369
kind
science-record
content_hash
sha256:a36cdc6e9f781b95bc66fbb030511669c8e3686c8915df9b5343b5d310e49b62
schema
https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json
created_at
2026-11-01T15:40:16Z
updated_at
2026-11-01T22:42:36Z
generator object · 2 fields
name
corpus-assay-engine
run_id
reading-sci-2026-11-01
paper object · 10 fields
state
complete
title
Transcriptional profile of immediate response to ionizing radiation exposure.
doi
10.1016/j.gdata.2015.11.027
pmid
26981369
authors array · 11 items
[0]
Eric C Rouchka
[1]
Robert M Flight
[2]
Brigitte H Fasciotto
[3]
Rosendo Estrada
[4]
John W Eaton
[5]
Phani K Patibandla
[6]
Sabine J Waigel
[7]
Dazhuo Li
[8]
John K Kirtley
[9]
Palaniappan Sethu
[10]
Robert S Keynton
journal
Genomics data
year
2016
abstract
Astronauts participating in long duration space missions are likely to be exposed to ionizing radiation associated with highly energetic and charged heavy particles. Previously proposed gene biomarkers for radiation exposure include phosphorylated H2A Histone Family, Member X (γH2AX), Tumor Protein 53 (TP53), and Cyclin-Dependent Kinase Inhibitor 1A (CDKN1A). However, transcripts of these genes may not be the most suitable biomarkers for radiation exposure due to a lack of sensitivity or specificity. As part of a larger effort to develop lab-on-a-chip methods for detecting radiation exposure events using blood samples, we designed a dose-course microarray study in order to determine coding and non-coding RNA transcripts undergoing differential expression immediately following radiation exposure. The main goal was to elicit a small set of sensitive and specific radiation exposure biomarkers at low, medium, and high levels of ionizing radiation exposure. Four separate levels of radiation were considered: 0 Gray (Gy) control; 0.3 Gy; 1.5 Gy; and 3.0 Gy with four replicates at each radiation level. This report includes raw gene expression data files from the resulting microarray experiments from all three radiation levels ranging from a lower, typical exposure than an astronaut might see (0.3 Gy) to high, potentially lethal, levels of radiation (3.0 Gy). The data described here is available in NCBI's Gene Expression Omnibus (GEO), accession GSE64375.
claims array · 3 items
[0] object · 6 fields
id
claim-method
statement
Differentially expressed genes (DEGs), defined as Affymetrix® transcript sets, were determined using Limma [8] and a p-value cutoff of 0.05.
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:26981369
locator
sections[7] "Data acquisition" paragraph 4
quote
Differentially expressed genes (DEGs), defined as Affymetrix® transcript sets, were determined using Limma [8] and a p-value cutoff of 0.05.
state
complete
[1] object · 6 fields
id
claim-data-access
statement
Data is available in the Gene Expression Omnibus (GEO) [1], [2] accession GSE64375 through the direct link http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE64375
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:26981369
locator
sections[2] "Direct link to deposited data" paragraph 2
quote
Data is available in the Gene Expression Omnibus (GEO) [1], [2] accession GSE64375 through the direct link http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE64375
state
complete
[2] object · 6 fields
id
claim-target-result
statement
Using Limma with a p-value cutoff of 0.05, the study identified approximately 400–500 differentially expressed genes at each radiation level relative to control; the raw CEL source files are available through GEO accession GSE64375.
kind
qualitative
target
null
evidence array · 4 items
[0] object · 3 fields
asset
source:pmid:26981369
locator
sections[7] "Data acquisition" paragraph 4
quote
Differentially expressed genes (DEGs), defined as Affymetrix® transcript sets, were determined using Limma [8] and a p-value cutoff of 0.05.
[1] object · 3 fields
asset
source:pmid:26981369
locator
sections[7] "Data acquisition" paragraph 4
quote
Using these levels, approximately 400–500 differentially DEGs were determined at each radiation level, relative to control (Table 3).
[2] object · 3 fields
asset
source:pmid:26981369
locator
sections[0] "Abstract" paragraph 1
quote
The data described here is available in NCBI's Gene Expression Omnibus (GEO), accession GSE64375.
[3] object · 3 fields
asset
source:pmid:26981369
locator
sections[2] "Direct link to deposited data" paragraph 2
quote
Data is available in the Gene Expression Omnibus (GEO) [1], [2] accession GSE64375 through the direct link http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE64375
state
complete
gaps array · 0 items
experiment object · 8 fields
state
complete
objective
Using Limma with a p-value cutoff of 0.05, the study identified approximately 400–500 differentially expressed genes at each radiation level relative to control; the raw CEL source files are available through GEO accession GSE64375.
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:26981369
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:GSE64375
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:GSE64375
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 · 5 items
[0] object · 15 fields
id
source:pmid:26981369
role
manuscript
format
xml
media_type
application/xml
uri
https://doi.org/10.1016/j.gdata.2015.11.027
sha256
sha256:a2c156e489e3a19710973c1bf18ff213514c6e76a43799f297039c55c39d27c0
bytes
15508
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
10.1016/j.gdata.2015.11.027
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
PMC4778620
source
europe_pmc_fulltext
coverage
whole_body
text_hash_scope
rendered_section_body
[1] object · 15 fields
id
data:geo:GSE64375
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=GSE64375
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE64375
version
null
note
Data is available in the Gene Expression Omnibus (GEO) [1], [2] accession GSE64375 through the direct link http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE64375
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
Data is available in the Gene Expression Omnibus (GEO) [1], [2] accession GSE64375 through the direct link http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE64375
access_statement_kind
data_availability_statement
sample_accessions array · 16 items
[0]
GSM1569806
[1]
GSM1569807
[2]
GSM1569808
[3]
GSM1569809
[4]
GSM1569810
[5]
GSM1569811
[6]
GSM1569812
[7]
GSM1569813
[8]
GSM1569814
[9]
GSM1569815
[10]
GSM1569816
[11]
GSM1569817
[12]
GSM1569818
[13]
GSM1569819
[14]
GSM1569820
[15]
GSM1569821
sample_count
16
group_sizes
null
group_sizes_basis
null
platform
6244
taxon
Homo sapiens
title
Immediate Transcriptional Changes in Response to High Dose Radiation Exposure
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 · 16 fields
id
asset:table:pmid:26981369:1
role
table
format
jats-table
media_type
application/vnd.jats.table+json
uri
null
sha256
sha256:790a6a5b74a905723f2c23e15dfe8ca69bdced454b987fed1e5caa7f6bef8fc8
bytes
1037
access
open
state
verified
reader
read_table
reader_status
available
identifier
section[6]/table-wrap[1]#t0005
version
null
note
Concentration and purity data for microarray samples.
structure object · 5 fields
pmcid
PMC4778620
section_index
6
section_title
Sample preparation
row_count
17
column_count
7
table object · 8 fields
label
Table 1
caption
Concentration and purity data for microarray samples.
rows array · 17 items
[0] array · 7 items
[0]
Sample Number
[1]
Volunteer Number
[2]
Radiation Level
[3]
Concentration ng/ul
[4]
260/280
[5]
260/230
[6]
RIN
[1] array · 7 items
[0]
1
[1]
1
[2]
0.0 Gy
[3]
81
[4]
2.08
[5]
2.20
[6]
8.20
[2] array · 7 items
[0]
2
[1]
2
[2]
0.0 Gy
[3]
99
[4]
2.09
[5]
2.02
[6]
5.90
[3] array · 7 items
[0]
3
[1]
3
[2]
0.0 Gy
[3]
93
[4]
2.08
[5]
2.13
[6]
6.60
[4] array · 7 items
[0]
4
[1]
4
[2]
0.0 Gy
[3]
62
[4]
2.08
[5]
2.05
[6]
7.90
[5] array · 7 items
[0]
5
[1]
1
[2]
0.3 Gy
[3]
67
[4]
2.06
[5]
2.14
[6]
8.30
[6] array · 7 items
[0]
6
[1]
2
[2]
0.3 Gy
[3]
130
[4]
2.08
[5]
2.23
[6]
5.40
[7] array · 7 items
[0]
7
[1]
3
[2]
0.3 Gy
[3]
97
[4]
2.03
[5]
2.04
[6]
6.70
[8] array · 7 items
[0]
8
[1]
4
[2]
0.3 Gy
[3]
68
[4]
2.08
[5]
2.14
[6]
7.30
[9] array · 7 items
[0]
9
[1]
1
[2]
1.5 Gy
[3]
68
[4]
2.06
[5]
2.19
[6]
7.90
[10] array · 7 items
[0]
10
[1]
2
[2]
1.5 Gy
[3]
167
[4]
2.08
[5]
2.13
[6]
6.50
[11] array · 7 items
[0]
11
[1]
3
[2]
1.5 Gy
[3]
99
[4]
2.09
[5]
2.13
[6]
6.20
[12] array · 7 items
[0]
12
[1]
4
[2]
1.5 Gy
[3]
77
[4]
2.07
[5]
2.18
[6]
7.50
[13] array · 7 items
[0]
13
[1]
1
[2]
3.0 Gy
[3]
62
[4]
1.99
[5]
2.06
[6]
7.30
[14] array · 7 items
[0]
14
[1]
2
[2]
3.0 Gy
[3]
88
[4]
2.11
[5]
2.06
[6]
6.90
[15] array · 7 items
[0]
15
[1]
3
[2]
3.0 Gy
[3]
94
[4]
2.09
[5]
2.02
[6]
6.70
[16] array · 7 items
[0]
16
[1]
4
[2]
3.0 Gy
[3]
68
[4]
2.10
[5]
2.04
[6]
6.80
locator
section[6]/table-wrap[1]#t0005
[3] object · 16 fields
id
asset:table:pmid:26981369:2
role
table
format
jats-table
media_type
application/vnd.jats.table+json
uri
null
sha256
sha256:dac10c1a014fcea07a8d8f3c6a05d023cefc0a939ad0a3777e8ff9022fa28de1
bytes
1414
access
open
state
verified
reader
read_table
reader_status
available
identifier
section[7]/table-wrap[1]#t0010
version
null
note
Sample information.
structure object · 5 fields
pmcid
PMC4778620
section_index
7
section_title
Data acquisition
row_count
17
column_count
6
table object · 8 fields
label
Table 2
caption
Sample information.
rows array · 17 items
[0] array · 6 items
[0]
Sample number
[1]
Sample name
[2]
CEL file
[3]
Volunteer number
[4]
Dose
[5]
GEO sample ID
[1] array · 6 items
[0]
1
[1]
SAMPLE_0.0Gy_1h-1
[2]
PS_Vol1_0.0GY.CEL
[3]
1
[4]
0.0 Gy
[5]
GSM1569806
[2] array · 6 items
[0]
2
[1]
SAMPLE_0.0Gy_1h-2
[2]
PS_Vol2_0.0GY.CEL
[3]
2
[4]
0.0 Gy
[5]
GSM1569807
[3] array · 6 items
[0]
3
[1]
SAMPLE_0.0Gy_1h-3
[2]
PS_Vol3_0.0GY.CEL
[3]
3
[4]
0.0 Gy
[5]
GSM1569808
[4] array · 6 items
[0]
4
[1]
SAMPLE_0.0Gy_1h-4
[2]
PS_Vol4_0.0GY.CEL
[3]
4
[4]
0.0 Gy
[5]
GSM1569809
[5] array · 6 items
[0]
5
[1]
SAMPLE_0.3Gy_1h-1
[2]
PS_Vol1_0.3GY.CEL
[3]
1
[4]
0.3 Gy
[5]
GSM1569810
[6] array · 6 items
[0]
6
[1]
SAMPLE_0.3Gy_1h-2
[2]
PS_Vol2_0.3GY.CEL
[3]
2
[4]
0.3 Gy
[5]
GSM1569811
[7] array · 6 items
[0]
7
[1]
SAMPLE_0.3Gy_1h-3
[2]
PS_Vol3_0.3GY.CEL
[3]
3
[4]
0.3 Gy
[5]
GSM1569812
[8] array · 6 items
[0]
8
[1]
SAMPLE_0.3Gy_1h-4
[2]
PS_Vol4_0.3GY.CEL
[3]
4
[4]
0.3 Gy
[5]
GSM1569813
[9] array · 6 items
[0]
9
[1]
SAMPLE_1.5Gy_1h-1
[2]
PS_Vol1_1.5GY.CEL
[3]
1
[4]
1.5 Gy
[5]
GSM1569814
[10] array · 6 items
[0]
10
[1]
SAMPLE_1.5Gy_1h-2
[2]
PS_Vol2_1.5GY.CEL
[3]
2
[4]
1.5 Gy
[5]
GSM1569815
[11] array · 6 items
[0]
11
[1]
SAMPLE_1.5Gy_1h-3
[2]
PS_Vol3_1.5GY.CEL
[3]
3
[4]
1.5 Gy
[5]
GSM1569816
[12] array · 6 items
[0]
12
[1]
SAMPLE_1.5Gy_2h-4
[2]
PS_Vol4_1.5GY.CEL
[3]
4
[4]
1.5 Gy
[5]
GSM1569817
[13] array · 6 items
[0]
13
[1]
SAMPLE_3.0Gy_2h-1
[2]
PS_Vol1_3.0GY.CEL
[3]
1
[4]
3.0 Gy
[5]
GSM1569818
[14] array · 6 items
[0]
14
[1]
SAMPLE_3.0Gy_2h-2
[2]
PS_Vol2_3.0GY.CEL
[3]
2
[4]
3.0 Gy
[5]
GSM1569819
[15] array · 6 items
[0]
15
[1]
SAMPLE_3.0Gy_2h-3
[2]
PS_Vol3_3.0GY.CEL
[3]
3
[4]
3.0 Gy
[5]
GSM1569820
[16] array · 6 items
[0]
16
[1]
SAMPLE_3.0Gy_2h-4
[2]
PS_Vol4_3.0GY.CEL
[3]
4
[4]
3.0 Gy
[5]
GSM1569821
locator
section[7]/table-wrap[1]#t0010
[4] object · 16 fields
id
asset:table:pmid:26981369:3
role
table
format
jats-table
media_type
application/vnd.jats.table+json
uri
null
sha256
sha256:5854329ad7e79c73e593b93023d0cf05d2437ec482bdfd7d4e813e39bfca0534
bytes
470
access
open
state
verified
reader
read_table
reader_status
available
identifier
section[7]/table-wrap[2]#t0015
version
null
note
Number of differentially expressed genes (DEGs) detected by Limma at p ≤ 0.05 for low (0.3 Gy vs. 0.0 Gy), mid (1.5 Gy vs. 0.0 Gy) and high (3.0 vs. 0.0 Gy) radiation levels.
structure object · 5 fields
pmcid
PMC4778620
section_index
7
section_title
Data acquisition
row_count
4
column_count
4
table object · 8 fields
label
Table 3
caption
Number of differentially expressed genes (DEGs) detected by Limma at p ≤ 0.05 for low (0.3 Gy vs. 0.0 Gy), mid (1.5 Gy vs. 0.0 Gy) and high (3.0 vs. 0.0 Gy) radiation levels.
rows array · 4 items
[0] array · 4 items
[0]
DEG Type
[1]
Low radiation
[2]
Mid radiation
[3]
High radiation
[1] array · 4 items
[0]
Up
[1]
223
[2]
165
[3]
202
[2] array · 4 items
[0]
Down
[1]
216
[2]
238
[3]
292
[3] array · 4 items
[0]
Combined
[1]
439
[2]
403
[3]
494
locator
section[7]/table-wrap[2]#t0015
gaps array · 2 items
[0]
asset:data:geo:GSE64375 not downloaded
[1]
asset:data:geo:GSE64375 licence not read
analysis object · 4 fields
state
complete
methods array · 1 item
[0] object · 10 fields
id
method-1
family
differential_expression
specific
limma_voom
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
Differentially expressed genes (DEGs), defined as Affymetrix® transcript sets, were determined using Limma [8] and a p-value cutoff of 0.05.
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: limma_voom.
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 · 1 item
[0]
GSE64375
resolved_accessions array · 1 item
[0]
GSE64375
statements array · 1 item
[0]
Data is available in the Gene Expression Omnibus (GEO) [1], [2] accession GSE64375 through the direct link http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE64375
basis
The paper names GSE64375 in Gene Expression Omnibus (GEO) and the accession resolves in the repository. No dataset was downloaded and no licence was read.
can_run object · 3 fields
dsl_operations array · 3 items
[0]
normalise_counts
[1]
differential_expression_fit
[2]
fdr_bh
assets array · 5 items
[0]
source:pmid:26981369
[1]
data:geo:GSE64375
[2]
asset:table:pmid:26981369:1
[3]
asset:table:pmid:26981369:2
[4]
asset:table:pmid:26981369:3
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:GSE64375
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
2026-10-31T18:27:38Z
independence
same_provider
evidence_check object · 2 fields
method
verbatim
availability
verbatim
calls
8
usage object · 3 fields
prompt_tokens
37568
completion_tokens
3309
cached_tokens
1800
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:26981369
type
paper
label
pmid:26981369
[1] object · 3 fields
id
source:pmid:26981369
type
manuscript
label
PMID 26981369 full text
[2] object · 3 fields
id
data:geo:GSE64375
type
dataset
label
GEO GSE64375
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:26981369
type
paper
label
pmid:26981369
[1] object · 3 fields
id
source:pmid:26981369
type
manuscript
label
PMID 26981369 full text
[2] object · 3 fields
id
data:geo:GSE64375
type
dataset
label
GEO GSE64375
agent
agent:corpus-assay-engine
[1] object · 4 fields
id
activity-read-26981369
type
extraction
used array · 1 item
[0]
source:pmid:26981369
agent
agent:minimax-reader
[2] object · 4 fields
id
activity-resolve-GSE64375
type
accession_resolution
used array · 1 item
[0]
data:geo:GSE64375
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:26981369
parent_hash
sha256:c29571be8f4ce45152c7f5b371daa84816678f314b488c50542739a9bf175a89
fork_of
null
gaps array · 6 items
[0]
asset:data:geo:GSE64375 licence not read
[1]
asset:data:geo:GSE64375 not downloaded
[2]
execution.not_run
[3]
review.human_critique
[4]
review.independent_reader
[5]
review.machine_critique
assays array · 3 items
[0] object · 11 fields
role
data_generation
definition_id
microarray
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]
ing blood samples, we designed a dose-course microarray study in order to determine coding and non-c
[1]
ene expression data files from the resulting microarray experiments from all three radiation levels
[2]
(Table 1). Concentration and purity data for microarray samples. Biotinylated cDNA were prepared acc
[3]
pared according to the standard protocol for Affymetrix® GeneChip® WT Expression protocol (Affymetri
order_basis
paper_text_order:686
id
assay:1
[1] object · 11 fields
role
data_generation
definition_id
clinical_cohort
definition_version
99e1195c7d6f
required_operations array · 0 items
support_state
partial
source_hashes object · 1 field
assay_lexicon
99e1195c7d6f
confidence
0.77
evidence array · 1 item
[0]
iation. The experimental design consisted of blood draws from four volunteers which was separated into fou
order_basis
paper_text_order:1975
id
assay:2
[2] 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]
Differentially expressed genes (DEGs), defined as Affymetrix® transcript sets, were determined using Limma [8] and a p-value cutoff of 0.05.
order_basis
consumes_earlier_output
id
assay:3
Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:26981369", "kind": "science-record", "revision": 8, "content_hash": "sha256:a36cdc6e9f781b95bc66fbb030511669c8e3686c8915df9b5343b5d310e49b62", "created_at": "2026-11-01T15:40:16Z", "updated_at": "2026-11-01T22:42:36Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Transcriptional profile of immediate response to ionizing radiation exposure.", "doi": "10.1016/j.gdata.2015.11.027", "pmid": "26981369", "authors": ["Eric C Rouchka", "Robert M Flight", "Brigitte H Fasciotto", "Rosendo Estrada", "John W Eaton", "Phani K Patibandla", "Sabine J Waigel", "Dazhuo Li", "John K Kirtley", "Palaniappan Sethu", "Robert S Keynton"], "journal": "Genomics data", "year": 2016, "abstract": "Astronauts participating in long duration space missions are likely to be exposed to ionizing radiation associated with highly energetic and charged heavy particles. Previously proposed gene biomarkers for radiation exposure include phosphorylated H2A Histone Family, Member X (γH2AX), Tumor Protein 53 (TP53), and Cyclin-Dependent Kinase Inhibitor 1A (CDKN1A). However, transcripts of these genes may not be the most suitable biomarkers for radiation exposure due to a lack of sensitivity or specificity. As part of a larger effort to develop lab-on-a-chip methods for detecting radiation exposure events using blood samples, we designed a dose-course microarray study in order to determine coding and non-coding RNA transcripts undergoing differential expression immediately following radiation exposure. The main goal was to elicit a small set of sensitive and specific radiation exposure biomarkers at low, medium, and high levels of ionizing radiation exposure. Four separate levels of radiation were considered: 0 Gray (Gy) control; 0.3 Gy; 1.5 Gy; and 3.0 Gy with four replicates at each radiation level. This report includes raw gene expression data files from the resulting microarray experiments from all three radiation levels ranging from a lower, typical exposure than an astronaut might see (0.3 Gy) to high, potentially lethal, levels of radiation (3.0 Gy). The data described here is available in NCBI's Gene Expression Omnibus (GEO), accession GSE64375.", "claims": [{"id": "claim-method", "statement": "Differentially expressed genes (DEGs), defined as Affymetrix® transcript sets, were determined using Limma [8] and a p-value cutoff of 0.05.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:26981369", "locator": "sections[7] \"Data acquisition\" paragraph 4", "quote": "Differentially expressed genes (DEGs), defined as Affymetrix® transcript sets, were determined using Limma [8] and a p-value cutoff of 0.05."}], "state": "complete"}, {"id": "claim-data-access", "statement": "Data is available in the Gene Expression Omnibus (GEO) [1], [2] accession GSE64375 through the direct link http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE64375", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:26981369", "locator": "sections[2] \"Direct link to deposited data\" paragraph 2", "quote": "Data is available in the Gene Expression Omnibus (GEO) [1], [2] accession GSE64375 through the direct link http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE64375"}], "state": "complete"}, {"id": "claim-target-result", "statement": "Using Limma with a p-value cutoff of 0.05, the study identified approximately 400–500 differentially expressed genes at each radiation level relative to control; the raw CEL source files are available through GEO accession GSE64375.", "kind": "qualitative", "target": null, "evidence": [{"asset": "source:pmid:26981369", "locator": "sections[7] \"Data acquisition\" paragraph 4", "quote": "Differentially expressed genes (DEGs), defined as Affymetrix® transcript sets, were determined using Limma [8] and a p-value cutoff of 0.05."}, {"asset": "source:pmid:26981369", "locator": "sections[7] \"Data acquisition\" paragraph 4", "quote": "Using these levels, approximately 400–500 differentially DEGs were determined at each radiation level, relative to control (Table 3)."}, {"asset": "source:pmid:26981369", "locator": "sections[0] \"Abstract\" paragraph 1", "quote": "The data described here is available in NCBI's Gene Expression Omnibus (GEO), accession GSE64375."}, {"asset": "source:pmid:26981369", "locator": "sections[2] \"Direct link to deposited data\" paragraph 2", "quote": "Data is available in the Gene Expression Omnibus (GEO) [1], [2] accession GSE64375 through the direct link http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE64375"}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": "Using Limma with a p-value cutoff of 0.05, the study identified approximately 400–500 differentially expressed genes at each radiation level relative to control; the raw CEL source files are available through GEO accession GSE64375.", "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:26981369"], "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:GSE64375"], "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:GSE64375"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:26981369", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1016/j.gdata.2015.11.027", "sha256": "sha256:a2c156e489e3a19710973c1bf18ff213514c6e76a43799f297039c55c39d27c0", "bytes": 15508, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.1016/j.gdata.2015.11.027", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC4778620", "source": "europe_pmc_fulltext", "coverage": "whole_body", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:GSE64375", "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=GSE64375", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE64375", "version": null, "note": "Data is available in the Gene Expression Omnibus (GEO) [1], [2] accession GSE64375 through the direct link http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE64375", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "Data is available in the Gene Expression Omnibus (GEO) [1], [2] accession GSE64375 through the direct link http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE64375", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM1569806", "GSM1569807", "GSM1569808", "GSM1569809", "GSM1569810", "GSM1569811", "GSM1569812", "GSM1569813", "GSM1569814", "GSM1569815", "GSM1569816", "GSM1569817", "GSM1569818", "GSM1569819", "GSM1569820", "GSM1569821"], "sample_count": 16, "group_sizes": null, "group_sizes_basis": null, "platform": "6244", "taxon": "Homo sapiens", "title": "Immediate Transcriptional Changes in Response to High Dose Radiation Exposure", "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:26981369:1", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:790a6a5b74a905723f2c23e15dfe8ca69bdced454b987fed1e5caa7f6bef8fc8", "bytes": 1037, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[6]/table-wrap[1]#t0005", "version": null, "note": "Concentration and purity data for microarray samples.", "structure": {"pmcid": "PMC4778620", "section_index": 6, "section_title": "Sample preparation", "row_count": 17, "column_count": 7}, "table": {"label": "Table 1", "caption": "Concentration and purity data for microarray samples.", "rows": [["Sample Number", "Volunteer Number", "Radiation Level", "Concentration ng/ul", "260/280", "260/230", "RIN"], ["1", "1", "0.0 Gy", "81", "2.08", "2.20", "8.20"], ["2", "2", "0.0 Gy", "99", "2.09", "2.02", "5.90"], ["3", "3", "0.0 Gy", "93", "2.08", "2.13", "6.60"], ["4", "4", "0.0 Gy", "62", "2.08", "2.05", "7.90"], ["5", "1", "0.3 Gy", "67", "2.06", "2.14", "8.30"], ["6", "2", "0.3 Gy", "130", "2.08", "2.23", "5.40"], ["7", "3", "0.3 Gy", "97", "2.03", "2.04", "6.70"], ["8", "4", "0.3 Gy", "68", "2.08", "2.14", "7.30"], ["9", "1", "1.5 Gy", "68", "2.06", "2.19", "7.90"], ["10", "2", "1.5 Gy", "167", "2.08", "2.13", "6.50"], ["11", "3", "1.5 Gy", "99", "2.09", "2.13", "6.20"], ["12", "4", "1.5 Gy", "77", "2.07", "2.18", "7.50"], ["13", "1", "3.0 Gy", "62", "1.99", "2.06", "7.30"], ["14", "2", "3.0 Gy", "88", "2.11", "2.06", "6.90"], ["15", "3", "3.0 Gy", "94", "2.09", "2.02", "6.70"], ["16", "4", "3.0 Gy", "68", "2.10", "2.04", "6.80"]], "row_count": 17, "column_count": 7, "numeric_cells": 114, "header_rows": 1, "locator": "section[6]/table-wrap[1]#t0005"}}, {"id": "asset:table:pmid:26981369:2", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:dac10c1a014fcea07a8d8f3c6a05d023cefc0a939ad0a3777e8ff9022fa28de1", "bytes": 1414, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[7]/table-wrap[1]#t0010", "version": null, "note": "Sample information.", "structure": {"pmcid": "PMC4778620", "section_index": 7, "section_title": "Data acquisition", "row_count": 17, "column_count": 6}, "table": {"label": "Table 2", "caption": "Sample information.", "rows": [["Sample number", "Sample name", "CEL file", "Volunteer number", "Dose", "GEO sample ID"], ["1", "SAMPLE_0.0Gy_1h-1", "PS_Vol1_0.0GY.CEL", "1", "0.0 Gy", "GSM1569806"], ["2", "SAMPLE_0.0Gy_1h-2", "PS_Vol2_0.0GY.CEL", "2", "0.0 Gy", "GSM1569807"], ["3", "SAMPLE_0.0Gy_1h-3", "PS_Vol3_0.0GY.CEL", "3", "0.0 Gy", "GSM1569808"], ["4", "SAMPLE_0.0Gy_1h-4", "PS_Vol4_0.0GY.CEL", "4", "0.0 Gy", "GSM1569809"], ["5", "SAMPLE_0.3Gy_1h-1", "PS_Vol1_0.3GY.CEL", "1", "0.3 Gy", "GSM1569810"], ["6", "SAMPLE_0.3Gy_1h-2", "PS_Vol2_0.3GY.CEL", "2", "0.3 Gy", "GSM1569811"], ["7", "SAMPLE_0.3Gy_1h-3", "PS_Vol3_0.3GY.CEL", "3", "0.3 Gy", "GSM1569812"], ["8", "SAMPLE_0.3Gy_1h-4", "PS_Vol4_0.3GY.CEL", "4", "0.3 Gy", "GSM1569813"], ["9", "SAMPLE_1.5Gy_1h-1", "PS_Vol1_1.5GY.CEL", "1", "1.5 Gy", "GSM1569814"], ["10", "SAMPLE_1.5Gy_1h-2", "PS_Vol2_1.5GY.CEL", "2", "1.5 Gy", "GSM1569815"], ["11", "SAMPLE_1.5Gy_1h-3", "PS_Vol3_1.5GY.CEL", "3", "1.5 Gy", "GSM1569816"], ["12", "SAMPLE_1.5Gy_2h-4", "PS_Vol4_1.5GY.CEL", "4", "1.5 Gy", "GSM1569817"], ["13", "SAMPLE_3.0Gy_2h-1", "PS_Vol1_3.0GY.CEL", "1", "3.0 Gy", "GSM1569818"], ["14", "SAMPLE_3.0Gy_2h-2", "PS_Vol2_3.0GY.CEL", "2", "3.0 Gy", "GSM1569819"], ["15", "SAMPLE_3.0Gy_2h-3", "PS_Vol3_3.0GY.CEL", "3", "3.0 Gy", "GSM1569820"], ["16", "SAMPLE_3.0Gy_2h-4", "PS_Vol4_3.0GY.CEL", "4", "3.0 Gy", "GSM1569821"]], "row_count": 17, "column_count": 6, "numeric_cells": 96, "header_rows": 1, "locator": "section[7]/table-wrap[1]#t0010"}}, {"id": "asset:table:pmid:26981369:3", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:5854329ad7e79c73e593b93023d0cf05d2437ec482bdfd7d4e813e39bfca0534", "bytes": 470, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[7]/table-wrap[2]#t0015", "version": null, "note": "Number of differentially expressed genes (DEGs) detected by Limma at p ≤ 0.05 for low (0.3 Gy vs. 0.0 Gy), mid (1.5 Gy vs. 0.0 Gy) and high (3.0 vs. 0.0 Gy) radiation levels.", "structure": {"pmcid": "PMC4778620", "section_index": 7, "section_title": "Data acquisition", "row_count": 4, "column_count": 4}, "table": {"label": "Table 3", "caption": "Number of differentially expressed genes (DEGs) detected by Limma at p ≤ 0.05 for low (0.3 Gy vs. 0.0 Gy), mid (1.5 Gy vs. 0.0 Gy) and high (3.0 vs. 0.0 Gy) radiation levels.", "rows": [["DEG Type", "Low radiation", "Mid radiation", "High radiation"], ["Up", "223", "165", "202"], ["Down", "216", "238", "292"], ["Combined", "439", "403", "494"]], "row_count": 4, "column_count": 4, "numeric_cells": 9, "header_rows": 1, "locator": "section[7]/table-wrap[2]#t0015"}}], "gaps": ["asset:data:geo:GSE64375 not downloaded", "asset:data:geo:GSE64375 licence not read"]}, "analysis": {"state": "complete", "methods": [{"id": "method-1", "family": "differential_expression", "specific": "limma_voom", "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": "Differentially expressed genes (DEGs), defined as Affymetrix® transcript sets, were determined using Limma [8] and a p-value cutoff of 0.05."}}], "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: limma_voom."}, "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": ["GSE64375"], "resolved_accessions": ["GSE64375"], "statements": ["Data is available in the Gene Expression Omnibus (GEO) [1], [2] accession GSE64375 through the direct link http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE64375"], "basis": "The paper names GSE64375 in Gene Expression Omnibus (GEO) and the accession resolves in the repository. No dataset was downloaded and no licence was read."}}, "can_run": {"dsl_operations": ["normalise_counts", "differential_expression_fit", "fdr_bh"], "assets": ["source:pmid:26981369", "data:geo:GSE64375", "asset:table:pmid:26981369:1", "asset:table:pmid:26981369:2", "asset:table:pmid:26981369:3"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:GSE64375"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-10-31T18:27:38Z", "independence": "same_provider"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 8, "usage": {"prompt_tokens": 37568, "completion_tokens": 3309, "cached_tokens": 1800}}, "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:26981369", "type": "paper", "label": "pmid:26981369"}, {"id": "source:pmid:26981369", "type": "manuscript", "label": "PMID 26981369 full text"}, {"id": "data:geo:GSE64375", "type": "dataset", "label": "GEO GSE64375"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:26981369", "type": "paper", "label": "pmid:26981369"}, {"id": "source:pmid:26981369", "type": "manuscript", "label": "PMID 26981369 full text"}, {"id": "data:geo:GSE64375", "type": "dataset", "label": "GEO GSE64375"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-26981369", "type": "extraction", "used": ["source:pmid:26981369"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-GSE64375", "type": "accession_resolution", "used": ["data:geo:GSE64375"], "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:26981369", "parent_hash": "sha256:c29571be8f4ce45152c7f5b371daa84816678f314b488c50542739a9bf175a89", "fork_of": null, "generation": 7}, "gaps": ["asset:data:geo:GSE64375 licence not read", "asset:data:geo:GSE64375 not downloaded", "execution.not_run", "review.human_critique", "review.independent_reader", "review.machine_critique"], "assays": [{"role": "data_generation", "definition_id": "microarray", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.99, "evidence": ["ing blood samples, we designed a dose-course microarray study in order to determine coding and non-c", "ene expression data files from the resulting microarray experiments from all three radiation levels", "(Table 1). Concentration and purity data for microarray samples. Biotinylated cDNA were prepared acc", "pared according to the standard protocol for Affymetrix® GeneChip® WT Expression protocol (Affymetri"], "order_basis": "paper_text_order:686", "id": "assay:1"}, {"role": "data_generation", "definition_id": "clinical_cohort", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.77, "evidence": ["iation. The experimental design consisted of blood draws from four volunteers which was separated into fou"], "order_basis": "paper_text_order:1975", "id": "assay:2"}, {"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": ["Differentially expressed genes (DEGs), defined as Affymetrix® transcript sets, were determined using Limma [8] and a p-value cutoff of 0.05."], "order_basis": "consumes_earlier_output", "id": "assay:3"}]}