← All .science files
pmid:27699187
Transcriptome data and gene ontology analysis in human macrophages ingesting modified lipoproteins in the presence or absence of complement protein C1q.
Minh-Minh Ho · Deborah A Fraser
Data in brief · 2016 doi:10.1016/j.dib.2016.09.008
Paper
complete
Experiment
partial
Data
partial
Analysis
partial
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 · 2 items
claims array · 3 items
[0] object · 6 fields
[1] object · 6 fields
[2] object · 6 fields
target object · 4 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 · 0 items
outputs array · 1 item
instruments array · 0 items
reagents array · 0 items
[2] object · 13 fields
parameters object · 0 fields
inputs array · 0 items
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 · 1 item
data object · 3 fields
assets array · 3 items
[0] object · 15 fields
structure object · 4 fields
[1] 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
[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
gaps array · 0 items
analysis object · 4 fields
methods array · 1 item
[0] object · 10 fields
dsl_operations array · 0 items
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 0 items
targets array · 1 item
[0] object · 8 fields
gaps array · 1 item
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 · 0 items
missing_operations array · 0 items
capability object · 4 fields
data object · 6 fields
accessions array · 1 item
resolved_accessions array · 0 items
statements array · 1 item
can_run object · 3 fields
dsl_operations array · 0 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 · 1 item
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 · 1 item
[0] object · 11 fields
required_operations array · 0 items
source_hashes object · 1 field
evidence array · 3 items
Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:27699187", "kind": "science-record", "revision": 6, "content_hash": "sha256:549c221428820cddb1a9acf2b6b47726e5c4e12fa38ee3343b56ebe9547ebfa3", "created_at": "2026-11-01T15:40:20Z", "updated_at": "2026-11-01T21:20:40Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Transcriptome data and gene ontology analysis in human macrophages ingesting modified lipoproteins in the presence or absence of complement protein C1q.", "doi": "10.1016/j.dib.2016.09.008", "pmid": "27699187", "authors": ["Minh-Minh Ho", "Deborah A Fraser"], "journal": "Data in brief", "year": 2016, "abstract": "We characterized the transcriptional effects of complement opsonization on foam cell formation in human monocyte-derived macrophages (HMDM). RNA-sequencing was used to identify the pathways modulated by complement protein C1q during HMDM ingestion of the atherogenic lipoproteins oxidized low density lipoprotein (oxLDL) and acetylated low density lipoprotein (acLDL). All raw data were submitted to the MIAME-compliant database Gene Expression Omnibus (accession number GEO: GSE80442; http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE80442). Data presented here include Venn diagram overviews of up- and down-regulated genes for each condition tested, gene ontology analyses of biological processes, molecular functions and cellular components and KEGG pathway analysis. Further investigation of the pathways modulated by C1q in HMDM during ingestion of atherogenic lipoproteins and their functional relevance are described in \"Macrophage molecular signaling and inflammatory responses during ingestion of atherogenic lipoproteins are modulated by complement protein C1q\" (M.M. Ho, A. Manughian-Peter, W.R. Spivia, A. Taylor, D.A. Fraser, 2016) [1].", "claims": [{"id": "claim-method", "statement": "Statistically significant differences in gene expression (p<0.05) were determined using UCI׳s CyberT in-house software [4].", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:27699187", "locator": "sections[8] \"Data analysis\" paragraph 2", "quote": "Statistically significant differences in gene expression (p<0.05) were determined using UCI׳s CyberT in-house software [4]."}], "state": "complete"}, {"id": "claim-data-access", "statement": "Analyzed data is within this article and raw data is available at the NCBI database at GEO series accession number GEO:GSE80442,http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE80442", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:27699187", "locator": "sections[1] \"p\" paragraph 1", "quote": "Analyzed data is within this article and raw data is available at the NCBI database at GEO series accession number GEO:GSE80442,http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE80442"}], "state": "complete"}, {"id": "claim-target-result", "statement": "The study used RNA-sequencing to identify pathways modulated by C1q during human macrophage ingestion of oxLDL and acLDL, and deposited the raw data in GEO under accession GSE80442.", "kind": "quantitative", "target": {"value": 0.05, "unit": "p-value", "tolerance": null, "source": "Statistically significant differences in gene expression (p<0.05) were determined using UCI׳s CyberT in-house software [4]."}, "evidence": [{"asset": "source:pmid:27699187", "locator": "sections[0] \"Abstract\" paragraph 1", "quote": "RNA-sequencing was used to identify the pathways modulated by complement protein C1q during HMDM ingestion of the atherogenic lipoproteins oxidized low density lipoprotein (oxLDL) and acetylated low density lipoprotein (acLDL)."}, {"asset": "source:pmid:27699187", "locator": "sections[0] \"Abstract\" paragraph 1", "quote": "All raw data were submitted to the MIAME-compliant database Gene Expression Omnibus (accession number GEO: GSE80442; http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE80442)."}, {"asset": "source:pmid:27699187", "locator": "sections[8] \"Data analysis\" paragraph 2", "quote": "Statistically significant differences in gene expression (p<0.05) were determined using UCI׳s CyberT in-house software [4]."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "partial", "objective": "The study used RNA-sequencing to identify pathways modulated by C1q during human macrophage ingestion of oxLDL and acLDL, and deposited the raw data in GEO under accession GSE80442.", "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:27699187"], "outputs": ["the published estimate and its evidence"], "instruments": [], "reagents": []}, {"id": "obtain_source_data", "order": 2, "name": "Obtain the source data from the named repository", "kind": "data-preparation", "state": "blocked", "blocked_on": "data:accession_absent", "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": [], "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": [], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": ["step:obtain_source_data blocked on data:accession_absent"]}, "data": {"state": "partial", "assets": [{"id": "source:pmid:27699187", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1016/j.dib.2016.09.008", "sha256": "sha256:fd10d4ae1687168221fe39141a0f311654b3bb57c9cc12e86fbefc7b7a3fda68", "bytes": 6223, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.1016/j.dib.2016.09.008", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC5035341", "source": "europe_pmc_fulltext", "coverage": "whole_body_without_references", "text_hash_scope": "rendered_section_body"}}, {"id": "asset:table:pmid:27699187:1", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:eb35747820278cce00b2fa5c237d5efc52755bf5679ded1c2e136f1bd78274ce", "bytes": 1155, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[1]/table-wrap[1]#t0035", "version": null, "note": null, "structure": {"pmcid": "PMC5035341", "section_index": 1, "section_title": "p", "row_count": 9, "column_count": 2}, "table": {"label": null, "caption": null, "rows": [["Subject area", "Biology"], ["More specific subject area", "Complement and Atherosclerosis"], ["Type of data", "Tables, Figure"], ["How data was acquired", "RNA-sequencing was performed using Illumina HiSeq 2500. Gene expression data were input into the DAVID online tool for Gene Ontology and KEGG Pathway analysis."], ["Data format", "Analyzed, raw"], ["Experimental factors", "RNA was isolated from human monocyte-derived macrophages (HMDM) incubated with either oxidized (oxLDL) or acetylated low-density lipoprotein (acLDL) in the presence or absence of C1q."], ["Experimental features", "RNA-seq analysis was performed and data subjected to gene ontology analysis to identify biological processes, molecular functions and cellular components modulated by C1q"], ["Data source location", "Long Beach, CA"], ["Data accessibility", "Analyzed data is within this article and raw data is available at the NCBI database at GEO series accession number GEO:GSE80442,http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE80442"]], "row_count": 9, "column_count": 2, "numeric_cells": 2, "header_rows": 0, "locator": "section[1]/table-wrap[1]#t0035"}}, {"id": "asset:table:pmid:27699187:2", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:eb35747820278cce00b2fa5c237d5efc52755bf5679ded1c2e136f1bd78274ce", "bytes": 1155, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[1]/table-wrap[1]#t0035", "version": null, "note": null, "structure": {"pmcid": "PMC5035341", "section_index": 2, "section_title": "p", "row_count": 9, "column_count": 2}, "table": {"label": null, "caption": null, "rows": [["Subject area", "Biology"], ["More specific subject area", "Complement and Atherosclerosis"], ["Type of data", "Tables, Figure"], ["How data was acquired", "RNA-sequencing was performed using Illumina HiSeq 2500. Gene expression data were input into the DAVID online tool for Gene Ontology and KEGG Pathway analysis."], ["Data format", "Analyzed, raw"], ["Experimental factors", "RNA was isolated from human monocyte-derived macrophages (HMDM) incubated with either oxidized (oxLDL) or acetylated low-density lipoprotein (acLDL) in the presence or absence of C1q."], ["Experimental features", "RNA-seq analysis was performed and data subjected to gene ontology analysis to identify biological processes, molecular functions and cellular components modulated by C1q"], ["Data source location", "Long Beach, CA"], ["Data accessibility", "Analyzed data is within this article and raw data is available at the NCBI database at GEO series accession number GEO:GSE80442,http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE80442"]], "row_count": 9, "column_count": 2, "numeric_cells": 2, "header_rows": 0, "locator": "section[1]/table-wrap[1]#t0035"}}], "gaps": []}, "analysis": {"state": "partial", "methods": [{"id": "method-1", "family": null, "specific": null, "label": "UCI’s CyberT in-house software", "dsl_operations": [], "missing_operations": [], "expressible": null, "parameters": {}, "data_shapes": [], "evidence": {"score": 1.0, "band": "verbatim", "quote": "Statistically significant differences in gene expression (p<0.05) were determined using UCI׳s CyberT in-house software [4]."}}], "targets": [{"id": "target-published-estimate", "claim_id": "claim-target-result", "operation": null, "expected_value": 0.05, "unit": "p-value", "tolerance": null, "state": "complete", "note": "The threshold the paper applied to its own result, as the paper states it. A run that reproduces the effect is judged against this threshold."}], "gaps": ["method.reader_named_unmapped"]}, "capability": {"state": "complete", "requirements": [{"capability_id": "capability:computational_analysis", "label": "Computational analysis platform", "assay_families": ["meta_analysis", "machine_learning", "survival_analysis", "statistical_regression", "pca", "molecular_docking", "network_analysis", "differential_expression", "gwas"], "availability_state": "owned", "tier_unlocked": "R1", "candidate": "Automated Assays Laravel application and simulated adapters"}], "gaps": []}, "readiness": {"state": "blocked", "tier": "R4", "blocking_axis": "data", "blocked_on": "data:accession_absent", "axes": {"method": {"tier": "R4", "expressible": false, "required_operations": [], "missing_operations": [], "basis": "The reader quoted the method the paper names (UCI’s CyberT in-house software), but the corpus's method extractor could not map it onto a DSL operation, so the method is published but not expressible."}, "capability": {"tier": "R1", "capability_id": "capability:computational_analysis", "availability_state": "owned", "basis": "The computational analysis is owned. The physical bench the paper used is not, so a physical validation cannot be run here."}, "data": {"tier": "R4", "reachable": false, "accessions": ["GEO: GSE80442"], "resolved_accessions": [], "statements": ["Analyzed data is within this article and raw data is available at the NCBI database at GEO series accession number GEO:GSE80442,http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE80442"], "basis": "The paper names GEO: GSE80442, but the accession does not resolve in the repository (no reason recorded), so the data cannot be reached from here. No dataset was downloaded and no licence was read."}}, "can_run": {"dsl_operations": [], "assets": ["source:pmid:27699187", "asset:table:pmid:27699187:1", "asset:table:pmid:27699187:2"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:None"]}, "gaps": ["data:accession_absent"]}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-10-31T18:29:33Z", "independence": "same_provider"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 8, "usage": {"prompt_tokens": 16220, "completion_tokens": 3329, "cached_tokens": 1832}}, "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:27699187", "type": "paper", "label": "pmid:27699187"}, {"id": "source:pmid:27699187", "type": "manuscript", "label": "PMID 27699187 full text"}, {"id": "data:geo:None", "type": "dataset", "label": "GEO None"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:27699187", "type": "paper", "label": "pmid:27699187"}, {"id": "source:pmid:27699187", "type": "manuscript", "label": "PMID 27699187 full text"}, {"id": "data:geo:None", "type": "dataset", "label": "GEO None"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-27699187", "type": "extraction", "used": ["source:pmid:27699187"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-None", "type": "accession_resolution", "used": ["data:geo:None"], "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:27699187", "parent_hash": "sha256:fb5f75d0d58f370e4b11e60fa19fcc41548774e6ef66b2867e75655f7d9d201c", "fork_of": null, "generation": 5}, "gaps": ["execution.not_run", "method.reader_named_unmapped", "review.human_critique", "review.independent_reader", "review.machine_critique", "step:obtain_source_data blocked on data:accession_absent"], "assays": [{"role": "data_generation", "definition_id": "rna_seq", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.99, "evidence": ["Transcriptome data and gene ontology analysis in human mac", "n human monocyte-derived macrophages (HMDM). RNA-sequencing was used to identify the pathways modulated", "d forms of LDL alone, or opsonized with C1q. RNA-seq was performed to identify genes that were up"], "order_basis": "paper_text_order:0", "id": "assay:1"}]}