← All .science files
pmid:27330992
Unraveling the rat blood genome-wide transcriptome after oral administration of lavender oil by a two-color dye-swap DNA microarray approach.
Motohide Hori · Hiroko Kubo · Junko Shibato · Tomomi Saito · Tetsuo Ogawa · Minoru Wakamori · Yoshinori Masuo · Seiji Shioda · Randeep Rakwal
Genomics data · 2016 doi:10.1016/j.gdata.2016.05.005
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 · 9 items
claims array · 3 items
[0] object · 6 fields
evidence array · 1 item
[0] object · 3 fields
[1] object · 6 fields
evidence array · 1 item
[0] object · 3 fields
[2] object · 6 fields
evidence array · 3 items
[0] object · 3 fields
[1] object · 3 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 · 3 items
[0] object · 15 fields
structure object · 4 fields
[1] object · 15 fields
structure object · 15 fields
sample_accessions array · 2 items
[2] object · 16 fields
structure object · 5 fields
table object · 8 fields
rows array · 9 items
[0] array · 1 item
[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
gaps array · 2 items
analysis object · 4 fields
methods array · 1 item
[0] object · 10 fields
dsl_operations array · 2 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 · 2 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 · 2 items
assets array · 3 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 · 3 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 · 0 items
source_hashes object · 1 field
evidence array · 4 items
[2] object · 11 fields
required_operations array · 2 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:27330992", "kind": "science-record", "revision": 8, "content_hash": "sha256:442dce42539e9d890a9d40239b76be55cad88ff01538f4bb3063228fb08c1703", "created_at": "2026-11-01T15:40:18Z", "updated_at": "2026-11-01T22:42:42Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Unraveling the rat blood genome-wide transcriptome after oral administration of lavender oil by a two-color dye-swap DNA microarray approach.", "doi": "10.1016/j.gdata.2016.05.005", "pmid": "27330992", "authors": ["Motohide Hori", "Hiroko Kubo", "Junko Shibato", "Tomomi Saito", "Tetsuo Ogawa", "Minoru Wakamori", "Yoshinori Masuo", "Seiji Shioda", "Randeep Rakwal"], "journal": "Genomics data", "year": 2016, "abstract": "Lavender oil (LO) is a commonly used essential oil in aromatherapy as non-traditional medicine. With an aim to demonstrate LO effects on the body, we have recently established an animal model investigating the influence of orally administered LO in rat tissues, genome-wide. In this brief, we investigate the effect of LO ingestion in the blood of rat. Rats were administered LO at usual therapeutic dose (5 mg/kg) in humans, and following collection of the venous blood from the heart and extraction of total RNA, the differentially expressed genes were screened using a 4 × 44-K whole-genome rat chip (Agilent microarray platform; Agilent Technologies, Palo Alto, CA, USA) in conjunction with a two-color dye-swap approach. A total of 834 differentially expressed genes in the blood were identified: 362 up-regulated and 472 down-regulated. These genes were functionally categorized using bioinformatics tools. The gene expression inventory of rat blood transcriptome under LO, a first report, has been deposited into the Gene Expression Omnibus (GEO): GSE67499. The data will be a valuable resource in examining the effects of natural products, and which could also serve as a human model for further functional analysis and investigation.", "claims": [{"id": "claim-method", "statement": "The functional analysis identified the biological functions that were most significant to the dataset (p-value < 0.05) according to a right-tailed Fisher's exact test.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:27330992", "locator": "sections[7] \"Functional categorization of differentially expressed genes in the whole blood after LO ingestion and ingenuity pathway analysis of the whole blood transcriptome\" paragraph 3", "quote": "The functional analysis identified the biological functions that were most significant to the dataset (p-value < 0.05) according to a right-tailed Fisher's exact test."}], "state": "complete"}, {"id": "claim-data-access", "statement": "The outputs (raw data) of the microarray analysis that were used in this study are open and freely available under the number series GSE 67499 (whole genome) at the NCBI Gene Expression Omnibus (GEO) public functional genomics data repository.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:27330992", "locator": "sections[9] \"Differentially expressed genes in the whole blood of rat after LO treatment\" paragraph 2", "quote": "The outputs (raw data) of the microarray analysis that were used in this study are open and freely available under the number series GSE 67499 (whole genome) at the NCBI Gene Expression Omnibus (GEO) public functional genomics data repository."}], "state": "complete"}, {"id": "claim-target-result", "statement": "Using two-color dye-swap whole-genome microarray analysis, the study identified 834 differentially expressed blood genes, and the source data were deposited in GEO under accession GSE67499.", "kind": "qualitative", "target": null, "evidence": [{"asset": "source:pmid:27330992", "locator": "sections[0] \"Abstract\" paragraph 1", "quote": "A total of 834 differentially expressed genes in the blood were identified: 362 up-regulated and 472 down-regulated."}, {"asset": "source:pmid:27330992", "locator": "sections[6] \"Whole blood whole-genome DNA microarray analysis\" paragraph 3", "quote": "Statistical significance of the log ratio values obtained for individual microarray probes was calculated using the “most conservative error model” default function of the Feature Extraction software, by which both a propagated and a universal error model are evaluated, and the higher (more conservative estimate of error) p-value of two error models was reported [6; Agilent Technologies]."}, {"asset": "source:pmid:27330992", "locator": "sections[0] \"Abstract\" paragraph 1", "quote": "The gene expression inventory of rat blood transcriptome under LO, a first report, has been deposited into the Gene Expression Omnibus (GEO): GSE67499."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": "Using two-color dye-swap whole-genome microarray analysis, the study identified 834 differentially expressed blood genes, and the source data were deposited in GEO under accession GSE67499.", "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:27330992"], "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:GSE67499"], "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:GSE67499"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:27330992", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1016/j.gdata.2016.05.005", "sha256": "sha256:5f3ec0b6d865c45f193541bd7c849cfe1d6bf5dcf2e7ccd95960b6f49c6a87fa", "bytes": 17079, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.1016/j.gdata.2016.05.005", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC4907047", "source": "europe_pmc_fulltext", "coverage": "whole_body_without_references", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:GSE67499", "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=GSE67499", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE67499", "version": null, "note": "The outputs (raw data) of the microarray analysis that were used in this study are open and freely available under the number series GSE 67499 (whole genome) at the NCBI Gene Expression Omnibus (GEO) public functional genomics data repository.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The outputs (raw data) of the microarray analysis that were used in this study are open and freely available under the number series GSE 67499 (whole genome) at the NCBI Gene Expression Omnibus (GEO) public functional genomics data repository.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM1648085", "GSM1648086"], "sample_count": 2, "group_sizes": null, "group_sizes_basis": null, "platform": "4135", "taxon": "Rattus norvegicus", "title": "Unraveling the rat blood genome-wide transcriptome after oral administration of Lavender oil by a two-color dye-swap DNA microarray approach", "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:27330992:1", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:9af5bf6c2cb028f838681002ffa8f37bfbad1e493ba5397d01a61a34d9ab628b", "bytes": 716, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[1]/table-wrap[1]#t0005", "version": null, "note": null, "structure": {"pmcid": "PMC4907047", "section_index": 1, "section_title": "p", "row_count": 9, "column_count": 2}, "table": {"label": null, "caption": null, "rows": [["Specifications"], ["Organism/cell line/tissue", "Rattus norvegicus, Fischer, F334, whole blood"], ["Sex", "Male"], ["Sequencer or array type", "Agilent whole rat genome microarray G4131F"], ["Data format", "Raw data: TXT file, Normalized data: TXT"], ["Experimental factors", "Lavender oil (5 mg/kg) group vs. control group (10% ethanol, diluent)"], ["Experimental features", "Transcript profiling of differentially expressed genes in rat whole blood following oral ingestion of lavender oil"], ["Consent", "Data are publically available"], ["Sample source location", "Tokyo, Japan"]], "row_count": 9, "column_count": 2, "numeric_cells": 3, "header_rows": 1, "locator": "section[1]/table-wrap[1]#t0005"}}], "gaps": ["asset:data:geo:GSE67499 not downloaded", "asset:data:geo:GSE67499 licence not read"]}, "analysis": {"state": "complete", "methods": [{"id": "method-1", "family": "contingency_analysis", "specific": "fisher_exact", "label": "Categorical (contingency table) analysis", "dsl_operations": ["contingency_table", "chi_square_test"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["categorical_cross_tabulation"], "evidence": {"score": 1.0, "band": "verbatim", "quote": "The functional analysis identified the biological functions that were most significant to the dataset (p-value < 0.05) according to a right-tailed Fisher's exact test."}}], "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": ["contingency_table", "chi_square_test"], "missing_operations": [], "basis": "The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: fisher_exact."}, "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": ["GSE67499"], "resolved_accessions": ["GSE67499"], "statements": ["The outputs (raw data) of the microarray analysis that were used in this study are open and freely available under the number series GSE 67499 (whole genome) at the NCBI Gene Expression Omnibus (GEO) public functional genomics data repository."], "basis": "The paper names GSE67499 in NCBI Gene Expression Omnibus (GEO) and the accession resolves in the repository. No dataset was downloaded and no licence was read."}}, "can_run": {"dsl_operations": ["contingency_table", "chi_square_test"], "assets": ["source:pmid:27330992", "data:geo:GSE67499", "asset:table:pmid:27330992:1"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:GSE67499"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-10-31T18:28:47Z", "independence": "same_provider"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 8, "usage": {"prompt_tokens": 33902, "completion_tokens": 2673, "cached_tokens": 1560}}, "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:27330992", "type": "paper", "label": "pmid:27330992"}, {"id": "source:pmid:27330992", "type": "manuscript", "label": "PMID 27330992 full text"}, {"id": "data:geo:GSE67499", "type": "dataset", "label": "GEO GSE67499"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:27330992", "type": "paper", "label": "pmid:27330992"}, {"id": "source:pmid:27330992", "type": "manuscript", "label": "PMID 27330992 full text"}, {"id": "data:geo:GSE67499", "type": "dataset", "label": "GEO GSE67499"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-27330992", "type": "extraction", "used": ["source:pmid:27330992"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-GSE67499", "type": "accession_resolution", "used": ["data:geo:GSE67499"], "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:27330992", "parent_hash": "sha256:d3a5026a994b20c6459171c6dd3d14d061d3a2d07aa4333be2653f6b1f9d1b47", "fork_of": null, "generation": 7}, "gaps": ["asset:data:geo:GSE67499 licence not read", "asset:data:geo:GSE67499 not downloaded", "execution.not_run", "review.human_critique", "review.independent_reader", "review.machine_critique"], "assays": [{"role": "data_generation", "definition_id": "animal_model", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.99, "evidence": ["Unraveling the rat blood genome-wide transcriptome after oral a", "effect of LO ingestion in the blood of rat. Rats were administered LO at usual therapeutic dose (5", "g the influence of orally administered LO in rat tissues, genome-wide. In this brief, we inve", "e the effect of LO ingestion in the blood of rat. Rats were administered LO at usual therapeu"], "order_basis": "paper_text_order:0", "id": "assay:1"}, {"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": ["of lavender oil by a two-color dye-swap DNA microarray approach.", "ng a 4 × 44-K whole-genome rat chip (Agilent microarray platform; Agilent Technologies, Palo Alto, C", "enome-wide [1] using the high-throughput DNA microarray analysis approach [2]. The first transcripto", "e small intestine, spleen and liver [1]. DNA microarray-based profiling using the Agilent platform h"], "order_basis": "paper_text_order:77", "id": "assay:2"}, {"role": "analysis", "definition_id": "contingency_analysis", "definition_version": "f2132e96ae6c7a4e", "definition_digest": null, "required_operations": ["contingency_table", "chi_square_test"], "support_state": "supported", "source_hashes": {"dsl_catalogue": "f2132e96ae6c7a4e"}, "confidence": 1.0, "evidence": ["The functional analysis identified the biological functions that were most significant to the dataset (p-value < 0.05) according to a right-tailed Fisher's exact test."], "order_basis": "consumes_earlier_output", "id": "assay:3"}]}