← All .science files
pmid:31692674
Dataset for dose and time-dependent transcriptional response to ionizing radiation exposure.
Eric C Rouchka · Robert M Flight · Bridgitte H Fasciotto · Rosendo Estrada · John W Eaton · Phani K Patibandla · Sabine J Waigel · Dazhuo Li · John K Kirtley · Palaniappan Sethu · Robert S Keynton
Data in brief · 2019 doi:10.1016/j.dib.2019.104624
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
paper object · 10 fields
authors array · 11 items
claims array · 2 items
[0] object · 6 fields
gaps array · 0 items
experiment object · 8 fields
steps array · 3 items
[0] object · 13 fields
parameters object · 0 fields
inputs array · 1 item
outputs array · 1 item
instruments array · 0 items
reagents array · 0 items
[1] object · 13 fields
parameters object · 0 fields
inputs array · 1 item
outputs array · 1 item
instruments array · 0 items
reagents array · 0 items
[2] object · 13 fields
parameters object · 0 fields
inputs array · 1 item
outputs array · 1 item
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
assets array · 7 items
[0] object · 15 fields
structure object · 4 fields
[1] object · 15 fields
structure object · 15 fields
sample_accessions array · 100 items
[2] object · 16 fields
structure object · 5 fields
table object · 8 fields
rows array · 9 items
[0] array · 2 items
[1] array · 2 items
[2] array · 2 items
[3] array · 2 items
[4] array · 2 items
[5] array · 2 items
[6] array · 2 items
[7] array · 2 items
[8] array · 2 items
[3] object · 16 fields
structure object · 5 fields
table object · 8 fields
rows array · 1 item
[0] array · 1 item
[4] object · 16 fields
structure object · 5 fields
table object · 8 fields
rows array · 51 items
[0] array · 8 items
[1] array · 8 items
[2] array · 8 items
[3] array · 8 items
[4] array · 8 items
[5] array · 8 items
[6] array · 8 items
[7] array · 8 items
[8] array · 8 items
[9] array · 8 items
[10] array · 8 items
[11] array · 8 items
[12] array · 8 items
[13] array · 8 items
[14] array · 8 items
[15] array · 8 items
[16] array · 8 items
[17] array · 8 items
[18] array · 8 items
[19] array · 8 items
[20] array · 8 items
[21] array · 8 items
[22] array · 8 items
[23] array · 8 items
[24] array · 8 items
[25] array · 8 items
[26] array · 8 items
[27] array · 8 items
[28] array · 8 items
[29] array · 8 items
[30] array · 8 items
[31] array · 8 items
[32] array · 8 items
[33] array · 8 items
[34] array · 8 items
[35] array · 8 items
[36] array · 8 items
[37] array · 8 items
[38] array · 8 items
[39] array · 8 items
[40] array · 8 items
[41] array · 8 items
[42] array · 8 items
[43] array · 8 items
[44] array · 8 items
[45] array · 8 items
[46] array · 8 items
[47] array · 8 items
[48] array · 8 items
[49] array · 8 items
[50] array · 8 items
[5] object · 16 fields
structure object · 5 fields
table object · 8 fields
rows array · 6 items
[0] array · 2 items
[1] array · 3 items
[2] array · 4 items
[3] array · 4 items
[4] array · 4 items
[5] array · 4 items
[6] object · 16 fields
structure object · 5 fields
table object · 8 fields
rows array · 7 items
[0] array · 2 items
[1] array · 2 items
[2] array · 3 items
[3] array · 3 items
[4] array · 3 items
[5] array · 3 items
[6] array · 3 items
gaps array · 2 items
analysis object · 4 fields
methods array · 1 item
[0] object · 10 fields
dsl_operations array · 3 items
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
targets array · 0 items
gaps array · 0 items
capability object · 3 fields
requirements array · 1 item
[0] object · 6 fields
assay_families array · 9 items
gaps array · 0 items
readiness object · 8 fields
axes object · 3 fields
method object · 5 fields
required_operations array · 3 items
missing_operations array · 0 items
capability object · 4 fields
data object · 6 fields
accessions array · 1 item
resolved_accessions array · 1 item
statements array · 1 item
can_run object · 3 fields
dsl_operations array · 3 items
assets array · 7 items
steps array · 1 item
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
gaps array · 0 items
review object · 5 fields
machine_critique object · 5 fields
reader object · 5 fields
evidence_check object · 2 fields
usage object · 3 fields
stages array · 1 item
[0] object · 4 fields
gaps array · 3 items
provenance object · 7 fields
entities array · 3 items
activities array · 3 items
[0] object · 4 fields
used array · 3 items
[0] object · 3 fields
[1] object · 3 fields
[2] object · 3 fields
[1] object · 4 fields
agents array · 2 items
lineage object · 4 fields
gaps array · 6 items
assays array · 2 items
[0] object · 11 fields
required_operations array · 0 items
source_hashes object · 1 field
evidence array · 4 items
[1] object · 11 fields
required_operations array · 3 items
source_hashes object · 1 field
evidence array · 1 item
Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:31692674", "kind": "science-record", "revision": 8, "content_hash": "sha256:e7271b5168c6c16ffd6fce74cae5fd5dd6056f622444cf2c7c05c41718ed674f", "created_at": "2026-11-01T15:40:51Z", "updated_at": "2026-11-01T22:44:18Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Dataset for dose and time-dependent transcriptional response to ionizing radiation exposure.", "doi": "10.1016/j.dib.2019.104624", "pmid": "31692674", "authors": ["Eric C Rouchka", "Robert M Flight", "Bridgitte H Fasciotto", "Rosendo Estrada", "John W Eaton", "Phani K Patibandla", "Sabine J Waigel", "Dazhuo Li", "John K Kirtley", "Palaniappan Sethu", "Robert S Keynton"], "journal": "Data in brief", "year": 2019, "abstract": "Exposure to ionizing radiation associated with highly energetic and charged heavy particles is an inherent risk astronauts face in long duration space missions. We have previously considered the transcriptional effects that three levels of radiation (0.3 Gy, 1.5 Gy, and 3.0 Gy) have at an immediate time point (1 hr) post-exposure [1]. Our analysis of these results suggest effects on transcript levels that could be modulated at lower radiation doses [2]. In addition, a time dependent effect is likely to be present. Therefore, in order to develop a lab-on-a-chip approach for detection of radiation exposure in terms of both radiation level and time since exposure, we developed a time- and dose-course study to determine appropriate sensitive and specific transcript biomarkers that are detectable in blood samples. The data described herein was developed from a study measuring exposure to 0.15 Gy, 0.30 Gy, and 1.5 Gy of radiation at 1 hr, 2 hr, and 6 hr post-exposure using Affymetrix® GeneChip® PrimeView™ microarrays. This report includes raw gene expression data files from the resulting microarray experiments representing typical radiation exposure levels an astronaut may experience as part of a long duration space mission. The data described here is available in NCBI's Gene Expression Omnibus (GEO), accession GSE63952.", "claims": [{"id": "claim-method", "statement": "Differentially expressed genes (DEGs) (defined as Affymetrix® probesets) were determined using Limma [7].", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:31692674", "locator": "sections[6] \"Data acquisition\" paragraph 4", "quote": "Differentially expressed genes (DEGs) (defined as Affymetrix® probesets) were determined using Limma [7]."}], "state": "complete"}, {"id": "claim-data-access", "statement": "The raw and processed microarray data is available in the Gene Expression Omnibus (GEO) database at NCBI (GSE63952).", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:31692674", "locator": "sections[2] \"Data\" paragraph 2", "quote": "The raw and processed microarray data is available in the Gene Expression Omnibus (GEO) database at NCBI (GSE63952)."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": null, "steps": [{"id": "read_published_estimate", "order": 1, "name": "Read the published estimate from the source", "kind": "other", "state": "complete", "blocked_on": null, "description": "The claim, method and evidence span published with the source article.", "duration_hours": null, "parameters": {}, "inputs": ["source:pmid:31692674"], "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:GSE63952"], "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:GSE63952"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:31692674", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1016/j.dib.2019.104624", "sha256": "sha256:1b56fd6157479a31026c5803ceae61a001f907f28ce761d4e278149e9ae33832", "bytes": 19899, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.1016/j.dib.2019.104624", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC6806397", "source": "europe_pmc_fulltext", "coverage": "whole_body_without_references", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:GSE63952", "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=GSE63952", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE63952", "version": null, "note": "The raw and processed microarray data is available in the Gene Expression Omnibus (GEO) database at NCBI (GSE63952).", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The raw and processed microarray data is available in the Gene Expression Omnibus (GEO) database at NCBI (GSE63952).", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM1561166", "GSM1561167", "GSM1561168", "GSM1561169", "GSM1561170", "GSM1561171", "GSM1561172", "GSM1561173", "GSM1561174", "GSM1561175", "GSM1561176", "GSM1561177", "GSM1561178", "GSM1561179", "GSM1561180", "GSM1561181", "GSM1561182", "GSM1561183", "GSM1561184", "GSM1561185", "GSM1561186", "GSM1561187", "GSM1561188", "GSM1561189", "GSM1561190", "GSM1561191", "GSM1561192", "GSM1561193", "GSM1561194", "GSM1561195", "GSM1561196", "GSM1561197", "GSM1561198", "GSM1561199", "GSM1561200", "GSM1561201", "GSM1561202", "GSM1561203", "GSM1561204", "GSM1561205", "GSM1561206", "GSM1561207", "GSM1561208", "GSM1561209", "GSM1561210", "GSM1561211", "GSM1561212", "GSM1561213", "GSM1561214", "GSM1561215", "GSM1561216", "GSM1561217", "GSM1561218", "GSM1561219", "GSM1561220", "GSM1561221", "GSM1561222", "GSM1561223", "GSM1561224", "GSM1561225", "GSM1561226", "GSM1561227", "GSM1561228", "GSM1561229", "GSM1561230", "GSM1561231", "GSM1561232", "GSM1561233", "GSM1561234", "GSM1561235", "GSM1561236", "GSM1561237", "GSM1561238", "GSM1561239", "GSM1561240", "GSM1561241", "GSM1561242", "GSM1561243", "GSM1561244", "GSM1561245", "GSM1561246", "GSM1561247", "GSM1561248", "GSM1561249", "GSM1561250", "GSM1561251", "GSM1561252", "GSM1561253", "GSM1561254", "GSM1561255", "GSM1561256", "GSM1561257", "GSM1561258", "GSM1561259", "GSM1561260", "GSM1561261", "GSM1561262", "GSM1561263", "GSM1561264", "GSM1561265"], "sample_count": 100, "group_sizes": null, "group_sizes_basis": null, "platform": "15207", "taxon": "Homo sapiens", "title": "Early transcriptional changes in response to low 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:31692674:1", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:53f0b7f5793859f98e04dd56b159e894fcb2400e9d7c4d528e555489833d711c", "bytes": 1786, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[1]/table-wrap[1]#undtbl1", "version": null, "note": "Specifications Table", "structure": {"pmcid": "PMC6806397", "section_index": 1, "section_title": "p", "row_count": 9, "column_count": 2}, "table": {"label": null, "caption": "Specifications Table", "rows": [["Subject", "Biochemistry, Genetics and Molecular Biology"], ["Specific subject area", "Cellular transcriptional response to radiation exposure"], ["Type of data", "Microarray gene expression data"], ["How data were acquired", "Affymetrix® GeneChip® PrimeView™ Arrays"], ["Data format", "Raw; CEL files"], ["Experimental Factors", "0.15 Gy vs. 0.0 Gy at 1 hr post-exposure0.15 Gy vs. 0.0 Gy at 2 hr post-exposure0.15 Gy vs. 0.0 Gy at 6 hr post-exposure0.30 Gy vs. 0.0 Gy at 1 hr post-exposure0.30 Gy vs. 0.0 Gy at 2 hr post-exposure0.30 Gy vs. 0.0 Gy at 6 hr post-exposure1.50 Gy vs. 0.0 Gy at 1 hr post-exposure1.50 Gy vs. 0.0 Gy at 2 hr post-exposure1.50 Gy vs. 0.0 Gy at 6 hr post-exposure0.15 Gy vs. 0.0 Gy (dose-dependent)0.30 Gy vs. 0.0 Gy (dose-dependent)1.50 Gy vs. 0.0 Gy (dose-dependent)2 hr vs. 1 hr (time-dependent)6 hr vs. 1 hr (time-dependent)"], ["Experimental Features", "Gene expression profiling of radiation exposure using:1.0 Gy, 1 hr post-exposure (control; n = 10);1.0 Gy, 2 hr post-exposure (n = 10);1.0 Gy, 6 hr post-exposure (n = 5);0.15 Gy, 1 hr post-exposure (n = 10);0.15 Gy, 2 hr post-exposure (n = 10);0.15 Gy, 6 hr post-exposure (n = 5);0.30 Gy, 1 hr post-exposure (n = 10);0.30 Gy, 2 hr post-exposure (n = 10);0.30 Gy, 6 hr post-exposure (n = 5);1.50 Gy, 1 hr post-exposure (n = 10);1.50 Gy, 2 hr post-exposure (n = 10);1.50 Gy, 6 hr post-exposure (n = 5)."], ["Data source location", "Louisville, Kentucky USA"], ["Data accessibility", "Repository name: Gene Expression Omnibus (GEO)Data identification number: GSE63952Direct URL to data: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE63952"]], "row_count": 9, "column_count": 2, "numeric_cells": 3, "header_rows": 0, "locator": "section[1]/table-wrap[1]#undtbl1"}}, {"id": "asset:table:pmid:31692674:2", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:cac2ea85db4c3a3e80765ccef8b0b0a6fdb4e75c47fc87954b13f349e8f2f3f4", "bytes": 1309, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[1]/table-wrap[2]#undtbl2", "version": null, "note": null, "structure": {"pmcid": "PMC6806397", "section_index": 1, "section_title": "p", "row_count": 1, "column_count": 1}, "table": {"label": null, "caption": null, "rows": [["Value of the Data•Few high-throughput studies regarding ionizing radiation exposure are publicly available. This dataset provides novel time- and dose-dependent transcript abundance data based on typical ionizing radiation exposure faced by astronauts at 0.15 Gy, 0.30 Gy, and 1.50 Gy.•Evaluation of time since exposure is possible with this dataset at immediate time points (1 hr and 2hr post-exposure) as well as an intermediate time point (6 hr post-exposure). Used together, these results allow for the design of appropriate transcript biomarkers used to determine radiation exposure events, the amount of radiation exposed, and the time since the event. As a result, this data can allow for design of appropriate treatment and mitigation.•The determination of appropriate biomarkers for general radiation exposure, dose-dependent markers, and time-dependent markers within blood plasma samples makes it possible to design light-weight, portable, lab-on-a-chip diagnostic tests for measuring radiation exposure. Such diagnostic instrumentation can be incorporated on long-term space flights in order to properly address radiation exposure events."]], "row_count": 1, "column_count": 1, "numeric_cells": 1, "header_rows": 0, "locator": "section[1]/table-wrap[2]#undtbl2"}}, {"id": "asset:table:pmid:31692674:3", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:a6cd42ae340d1bd244a756833217ba67133d8af9c07f3a6877f4e7c32cc97f1f", "bytes": 5248, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[2]/table-wrap[1]#tbl1", "version": null, "note": "Sample information.", "structure": {"pmcid": "PMC6806397", "section_index": 2, "section_title": "Data", "row_count": 51, "column_count": 8}, "table": {"label": "Table 1", "caption": "Sample information.", "rows": [["Volunteer", "Time", "Dose", "SampleName", "GEOSample ID", "Dose", "SampleName", "GEOSample ID"], ["1", "1 hr", "0 Gy", "SAMPLE_0.00Gy_1h-1", "GSM1561166", "0.30 Gy", "SAMPLE_0.30Gy_1h-1", "GSM1561216"], ["2", "1 hr", "0 Gy", "SAMPLE_0.00Gy_1h-2", "GSM1561167", "0.30 Gy", "SAMPLE_0.30Gy_1h-2", "GSM1561217"], ["3", "1 hr", "0 Gy", "SAMPLE_0.00Gy_1h-3", "GSM1561168", "0.30 Gy", "SAMPLE_0.30Gy_1h-3", "GSM1561218"], ["4", "1 hr", "0 Gy", "SAMPLE_0.00Gy_1h-4", "GSM1561169", "0.30 Gy", "SAMPLE_0.30Gy_1h-4", "GSM1561219"], ["5", "1 hr", "0 Gy", "SAMPLE_0.00Gy_1h-5", "GSM1561170", "0.30 Gy", "SAMPLE_0.30Gy_1h-5", "GSM1561220"], ["6", "1 hr", "0 Gy", "SAMPLE_0.00Gy_1h-6", "GSM1561171", "0.30 Gy", "SAMPLE_0.30Gy_1h-6", "GSM1561221"], ["7", "1 hr", "0 Gy", "SAMPLE_0.00Gy_1h-7", "GSM1561172", "0.30 Gy", "SAMPLE_0.30Gy_1h-7", "GSM1561222"], ["8", "1 hr", "0 Gy", "SAMPLE_0.00Gy_1h-8", "GSM1561173", "0.30 Gy", "SAMPLE_0.30Gy_1h-8", "GSM1561223"], ["9", "1 hr", "0 Gy", "SAMPLE_0.00Gy_1h-9", "GSM1561174", "0.30 Gy", "SAMPLE_0.30Gy_1h-9", "GSM1561224"], ["10", "1 hr", "0 Gy", "SAMPLE_0.00Gy_1h-10", "GSM1561175", "0.30 Gy", "SAMPLE_0.30Gy_1h-10", "GSM1561225"], ["1", "2 hr", "0 Gy", "SAMPLE_0.00Gy_2h-1", "GSM1561176", "0.30 Gy", "SAMPLE_0.30Gy_2h-1", "GSM1561226"], ["2", "2 hr", "0 Gy", "SAMPLE_0.00Gy_2h-2", "GSM1561177", "0.30 Gy", "SAMPLE_0.30Gy_2h-2", "GSM1561227"], ["3", "2 hr", "0 Gy", "SAMPLE_0.00Gy_2h-3", "GSM1561178", "0.30 Gy", "SAMPLE_0.30Gy_2h-3", "GSM1561228"], ["4", "2 hr", "0 Gy", "SAMPLE_0.00Gy_2h-4", "GSM1561179", "0.30 Gy", "SAMPLE_0.30Gy_2h-4", "GSM1561229"], ["5", "2 hr", "0 Gy", "SAMPLE_0.00Gy_2h-5", "GSM1561180", "0.30 Gy", "SAMPLE_0.30Gy_2h-5", "GSM1561230"], ["6", "2 hr", "0 Gy", "SAMPLE_0.00Gy_2h-6", "GSM1561181", "0.30 Gy", "SAMPLE_0.30Gy_2h-6", "GSM1561231"], ["7", "2 hr", "0 Gy", "SAMPLE_0.00Gy_2h-7", "GSM1561182", "0.30 Gy", "SAMPLE_0.30Gy_2h-7", "GSM1561232"], ["8", "2 hr", "0 Gy", "SAMPLE_0.00Gy_2h-8", "GSM1561183", "0.30 Gy", "SAMPLE_0.30Gy_2h-8", "GSM1561233"], ["9", "2 hr", "0 Gy", "SAMPLE_0.00Gy_2h-9", "GSM1561184", "0.30 Gy", "SAMPLE_0.30Gy_2h-9", "GSM1561234"], ["10", "2 hr", "0 Gy", "SAMPLE_0.00Gy_2h-10", "GSM1561185", "0.30 Gy", "SAMPLE_0.30Gy_2h-10", "GSM1561235"], ["1", "6 hr", "0 Gy", "SAMPLE_0.00Gy_6h-1", "GSM1561186", "0.30 Gy", "SAMPLE_0.30Gy_6h-1", "GSM1561236"], ["2", "6 hr", "0 Gy", "SAMPLE_0.00Gy_6h-2", "GSM1561187", "0.30 Gy", "SAMPLE_0.30Gy_6h-2", "GSM1561237"], ["3", "6 hr", "0 Gy", "SAMPLE_0.00Gy_6h-3", "GSM1561188", "0.30 Gy", "SAMPLE_0.30Gy_6h-3", "GSM1561238"], ["4", "6 hr", "0 Gy", "SAMPLE_0.00Gy_6h-4", "GSM1561189", "0.30 Gy", "SAMPLE_0.30Gy_6h-4", "GSM1561239"], ["7", "6 hr", "0 Gy", "SAMPLE_0.00Gy_6h-7", "GSM1561190", "0.30 Gy", "SAMPLE_0.30Gy_6h-7", "GSM1561240"], ["1", "1 hr", "0.15 Gy", "SAMPLE_0.15Gy_1h-1", "GSM1561191", "1.50 Gy", "SAMPLE_1.50Gy_1h-1", "GSM1561241"], ["2", "1 hr", "0.15 Gy", "SAMPLE_0.15Gy_1h-2", "GSM1561192", "1.50 Gy", "SAMPLE_1.50Gy_1h-2", "GSM1561242"], ["3", "1 hr", "0.15 Gy", "SAMPLE_0.15Gy_1h-3", "GSM1561193", "1.50 Gy", "SAMPLE_1.50Gy_1h-3", "GSM1561243"], ["4", "1 hr", "0.15 Gy", "SAMPLE_0.15Gy_1h-4", "GSM1561194", "1.50 Gy", "SAMPLE_1.50Gy_1h-4", "GSM1561244"], ["5", "1 hr", "0.15 Gy", "SAMPLE_0.15Gy_1h-5", "GSM1561195", "1.50 Gy", "SAMPLE_1.50Gy_1h-5", "GSM1561245"], ["6", "1 hr", "0.15 Gy", "SAMPLE_0.15Gy_1h-6", "GSM1561196", "1.50 Gy", "SAMPLE_1.50Gy_1h-6", "GSM1561246"], ["7", "1 hr", "0.15 Gy", "SAMPLE_0.15Gy_1h-7", "GSM1561197", "1.50 Gy", "SAMPLE_1.50Gy_1h-7", "GSM1561247"], ["8", "1 hr", "0.15 Gy", "SAMPLE_0.15Gy_1h-8", "GSM1561198", "1.50 Gy", "SAMPLE_1.50Gy_1h-8", "GSM1561248"], ["9", "1 hr", "0.15 Gy", "SAMPLE_0.15Gy_1h-9", "GSM1561199", "1.50 Gy", "SAMPLE_1.50Gy_1h-9", "GSM1561249"], ["10", "1 hr", "0.15 Gy", "SAMPLE_0.15Gy_1h-10", "GSM1561200", "1.50 Gy", "SAMPLE_1.50Gy_1h-10", "GSM1561250"], ["1", "2 hr", "0.15 Gy", "SAMPLE_0.15Gy_2h-1", "GSM1561201", "1.50 Gy", "SAMPLE_1.50Gy_2h-1", "GSM1561251"], ["2", "2 hr", "0.15 Gy", "SAMPLE_0.15Gy_2h-2", "GSM1561202", "1.50 Gy", "SAMPLE_1.50Gy_2h-2", "GSM1561252"], ["3", "2 hr", "0.15 Gy", "SAMPLE_0.15Gy_2h-3", "GSM1561203", "1.50 Gy", "SAMPLE_1.50Gy_2h-3", "GSM1561253"], ["4", "2 hr", "0.15 Gy", "SAMPLE_0.15Gy_2h-4", "GSM1561204", "1.50 Gy", "SAMPLE_1.50Gy_2h-4", "GSM1561254"], ["5", "2 hr", "0.15 Gy", "SAMPLE_0.15Gy_2h-5", "GSM1561205", "1.50 Gy", "SAMPLE_1.50Gy_2h-5", "GSM1561255"], ["6", "2 hr", "0.15 Gy", "SAMPLE_0.15Gy_2h-6", "GSM1561206", "1.50 Gy", "SAMPLE_1.50Gy_2h-6", "GSM1561256"], ["7", "2 hr", "0.15 Gy", "SAMPLE_0.15Gy_2h-7", "GSM1561207", "1.50 Gy", "SAMPLE_1.50Gy_2h-7", "GSM1561257"], ["8", "2 hr", "0.15 Gy", "SAMPLE_0.15Gy_2h-8", "GSM1561208", "1.50 Gy", "SAMPLE_1.50Gy_2h-8", "GSM1561258"], ["9", "2 hr", "0.15 Gy", "SAMPLE_0.15Gy_2h-9", "GSM1561209", "1.50 Gy", "SAMPLE_1.50Gy_2h-9", "GSM1561259"], ["10", "2 hr", "0.15 Gy", "SAMPLE_0.15Gy_2h-10", "GSM1561210", "1.50 Gy", "SAMPLE_1.50Gy_2h-10", "GSM1561260"], ["1", "6 hr", "0.15 Gy", "SAMPLE_0.15Gy_6h-1", "GSM1561211", "1.50 Gy", "SAMPLE_1.50Gy_6h-1", "GSM1561261"], ["2", "6 hr", "0.15 Gy", "SAMPLE_0.15Gy_6h-2", "GSM1561212", "1.50 Gy", "SAMPLE_1.50Gy_6h-2", "GSM1561262"], ["3", "6 hr", "0.15 Gy", "SAMPLE_0.15Gy_6h-3", "GSM1561213", "1.50 Gy", "SAMPLE_1.50Gy_6h-3", "GSM1561263"], ["4", "6 hr", "0.15 Gy", "SAMPLE_0.15Gy_6h-4", "GSM1561214", "1.50 Gy", "SAMPLE_1.50Gy_6h-4", "GSM1561264"], ["7", "6 hr", "0.15 Gy", "SAMPLE_0.15Gy_6h-7", "GSM1561215", "1.50 Gy", "SAMPLE_1.50Gy_6h-7", "GSM1561265"]], "row_count": 51, "column_count": 8, "numeric_cells": 400, "header_rows": 1, "locator": "section[2]/table-wrap[1]#tbl1"}}, {"id": "asset:table:pmid:31692674:4", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:f0b8eaa9e16bf2c306fb5eec55aaec163ce343c3de581ca017ea67e43ed4e219", "bytes": 963, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[2]/table-wrap[2]#tbl2", "version": null, "note": "Radiation dependent differentially expressed genes measured as the number of differentially expressed probes detected by Limma at p ≤ 0.05 for low (0.15 Gy vs. 0.0 Gy), mid (0.30 Gy vs. 0.0 Gy) and high (1.5 vs. 0.0 Gy) radiation levels at early (1 hr), mid (2 hr), and late (6 hr) as well as combined time points. Arrows indicate the number of up (↑) or down (↓) regulated probesets.", "structure": {"pmcid": "PMC6806397", "section_index": 2, "section_title": "Data", "row_count": 6, "column_count": 4}, "table": {"label": "Table 2", "caption": "Radiation dependent differentially expressed genes measured as the number of differentially expressed probes detected by Limma at p ≤ 0.05 for low (0.15 Gy vs. 0.0 Gy), mid (0.30 Gy vs. 0.0 Gy) and high (1.5 vs. 0.0 Gy) radiation levels at early (1 hr), mid (2 hr), and late (6 hr) as well as combined time points. Arrows indicate the number of up (↑) or down (↓) regulated probesets.", "rows": [["Time Point", "Comparison"], ["0.15 Gy vs 0 Gy", "0.30 Gy vs 0 Gy", "1.5 Gy vs 0 Gy"], ["Early (1hr)", "879 (635↑, 244↓)", "1462 (898↑, 564↓)", "2278 (1423↑, 855↓)"], ["Mid (2 hr)", "905 (446↑,459↓)", "1521 (763↑,758↓)", "3575 (2115↑,1460↓)"], ["Late (6 hr)", "841 (510↑,331↓)", "1461 (776↑,685↓)", "1884 (1177↑,707↓)"], ["Combined", "805 (496↑,309↓)", "1913 (970↑,943↓)", "3289 (1815↑,1474↓)"]], "row_count": 6, "column_count": 4, "numeric_cells": 18, "header_rows": 2, "locator": "section[2]/table-wrap[2]#tbl2"}}, {"id": "asset:table:pmid:31692674:5", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:264b968f86efb1428b83437094b0953d89556253ee1eb5087cfd1b7c584226a3", "bytes": 978, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[2]/table-wrap[3]#tbl3", "version": null, "note": "Time dependent differentially expressed genes measured as the number of differentially expressed probesets detected by Limma at p ≤ 0.05 and a log fold-change cutoff of 1 for mid (2 hr vs. 1 hr) and late (6 hr vs. 1 hr) time points measured with no radiation (0 Gy), low radiation (0.15 Gy), mid radiation (0.30 Gy) and high radiation (1.5 Gy) as well as all radiation levels combined. Arrows indicate the number of up (↑) or down (↓) regulated probesets.", "structure": {"pmcid": "PMC6806397", "section_index": 2, "section_title": "Data", "row_count": 7, "column_count": 3}, "table": {"label": "Table 3", "caption": "Time dependent differentially expressed genes measured as the number of differentially expressed probesets detected by Limma at p ≤ 0.05 and a log fold-change cutoff of 1 for mid (2 hr vs. 1 hr) and late (6 hr vs. 1 hr) time points measured with no radiation (0 Gy), low radiation (0.15 Gy), mid radiation (0.30 Gy) and high radiation (1.5 Gy) as well as all radiation levels combined. Arrows indicate the number of up (↑) or down (↓) regulated probesets.", "rows": [["Radiation Level", "Comparison"], ["2 hr vs 1 hr", "6 hr vs 1 hr"], ["No (0 Gy)", "126 (117↑, 9↓)", "1086 (630↑, 456↓)"], ["Low (0.15 Gy)", "194 (170↑,24↓)", "1288 (751↑,537↓)"], ["Mid (0.30 Gy)", "222 (194↑,28↓)", "1367 (771↑,596↓)"], ["High (1.5 Gy)", "272 (236↑,36↓)", "1414 (800↑,614↓)"], ["Combined", "185 (168↑,17↓)", "1285 (723↑, 562↓)"]], "row_count": 7, "column_count": 3, "numeric_cells": 16, "header_rows": 2, "locator": "section[2]/table-wrap[3]#tbl3"}}], "gaps": ["asset:data:geo:GSE63952 not downloaded", "asset:data:geo:GSE63952 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® probesets) were determined using Limma [7]."}}], "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": ["GSE63952"], "resolved_accessions": ["GSE63952"], "statements": ["The raw and processed microarray data is available in the Gene Expression Omnibus (GEO) database at NCBI (GSE63952)."], "basis": "The paper names GSE63952 in Gene Expression Omnibus (GEO) database at NCBI 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:31692674", "data:geo:GSE63952", "asset:table:pmid:31692674:1", "asset:table:pmid:31692674:2", "asset:table:pmid:31692674:3", "asset:table:pmid:31692674:4", "asset:table:pmid:31692674:5"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:GSE63952"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-10-31T18:16:39Z", "independence": "single_reader"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 3, "usage": {"prompt_tokens": 20232, "completion_tokens": 966, "cached_tokens": 784}}, "human_critique": null, "stages": [{"id": "extraction", "state": "complete", "reader": "MiniMax-M3.1-Flash", "provider": "minimax"}], "gaps": ["review.independent_reader", "review.machine_critique", "review.human_critique"]}, "execution": {"state": "absent", "status": "not_run", "mode": null, "runs": [], "gaps": ["execution.not_run"]}, "provenance": {"entities": [{"id": "pmid:31692674", "type": "paper", "label": "pmid:31692674"}, {"id": "source:pmid:31692674", "type": "manuscript", "label": "PMID 31692674 full text"}, {"id": "data:geo:GSE63952", "type": "dataset", "label": "GEO GSE63952"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:31692674", "type": "paper", "label": "pmid:31692674"}, {"id": "source:pmid:31692674", "type": "manuscript", "label": "PMID 31692674 full text"}, {"id": "data:geo:GSE63952", "type": "dataset", "label": "GEO GSE63952"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-31692674", "type": "extraction", "used": ["source:pmid:31692674"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-GSE63952", "type": "accession_resolution", "used": ["data:geo:GSE63952"], "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:31692674", "parent_hash": "sha256:a7ad84559a408c81a95a532d220bae5149e174dd1a18e3a7ff39a36f645f8d87", "fork_of": null, "generation": 7}, "gaps": ["asset:data:geo:GSE63952 licence not read", "asset:data:geo:GSE63952 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": ["ene expression data files from the resulting microarray experiments representing typical radiation e", "at 1 hr, 2 hr, and 6 hr post-exposure using Affymetrix® GeneChip® PrimeView™ microarrays. This repo", "pared according to the standard protocol for Affymetrix® 3′ IVT Express Reagent Kit (Affymetrix® Inc", "for Affymetrix® 3′ IVT Express Reagent Kit (Affymetrix® Inc., Santa Clara, CA) from 100 ng total RN"], "order_basis": "paper_text_order:1031", "id": "assay:1"}, {"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® probesets) were determined using Limma [7]."], "order_basis": "consumes_earlier_output", "id": "assay:2"}]}