← All .science files
pmid:39339686
Generational Diet-Induced Obesity Remodels the Omental Adipose Proteome in Female Mice.
Naviya Schuster-Little · Morgan McCabe · Kayla Nenninger · Reihaneh Safavi-Sohi · Rebecca J Whelan · Tyvette S Hilliard
Nutrients · 2024 doi:10.3390/nu16183086
Paper
complete
Experiment
complete
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 · 6 items
claims array · 3 items
[0] object · 6 fields
[1] object · 6 fields
[2] object · 6 fields
evidence array · 1 item
[0] 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 · 2 items
[0] object · 15 fields
structure object · 4 fields
[1] object · 15 fields
structure object · 15 fields
sample_accessions array · 0 items
gaps array · 2 items
analysis object · 4 fields
methods array · 2 items
[0] object · 10 fields
dsl_operations array · 1 item
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[1] object · 10 fields
dsl_operations array · 0 items
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 0 items
targets array · 0 items
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 · 1 item
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 · 1 item
assets array · 2 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 · 7 items
assays array · 3 items
[0] object · 11 fields
required_operations array · 0 items
source_hashes object · 1 field
evidence array · 3 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 · 1 item
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:39339686", "kind": "science-record", "revision": 2, "content_hash": "sha256:cace60d58f8bda5572d7e61e4076160c1edb995f21631099ed5cf54aef713d01", "created_at": "2026-11-01T20:29:32Z", "updated_at": "2026-11-01T21:34:00Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Generational Diet-Induced Obesity Remodels the Omental Adipose Proteome in Female Mice.", "doi": "10.3390/nu16183086", "pmid": "39339686", "authors": ["Naviya Schuster-Little", "Morgan McCabe", "Kayla Nenninger", "Reihaneh Safavi-Sohi", "Rebecca J Whelan", "Tyvette S Hilliard"], "journal": "Nutrients", "year": 2024, "abstract": "Obesity, a complex condition that involves genetic, environmental, and behavioral factors, is a non-infectious pandemic that affects over 650 million adults worldwide with a rapidly growing prevalence. A major contributor is the consumption of high-fat diets, an increasingly common feature of modern diets. Maternal obesity results in an increased risk of offspring developing obesity and related health problems; however, the impact of maternal diet on the adipose tissue composition of offspring has not been evaluated. Here, we designed a generational diet-induced obesity study in female C57BL/6 mice that included maternal cohorts and their female offspring fed either a control diet (10% fat) or a high-fat diet (45% fat) and examined the visceral adipose proteome. Solubilizing proteins from adipose tissue is challenging due to the need for high concentrations of detergents; however, the use of a detergent-compatible sample preparation strategy based on suspension trapping (S-Trap) enabled label-free quantitative bottom-up analysis of the adipose proteome. We identified differentially expressed proteins related to lipid metabolism, inflammatory disease, immune response, and cancer, providing valuable molecular-level insight into how maternal obesity impacts the health of offspring. Data are available via ProteomeXchange with the identifier PXD042092.", "claims": [{"id": "claim-method", "statement": "The log2 fold change was calculated for each comparison group, and p-values were calculated using Student’s t-test.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:39339686", "locator": "sections[8] \"2.6. Data Analysis\" paragraph 3", "quote": "The log2 fold change was calculated for each comparison group, and p-values were calculated using Student’s t-test."}], "state": "complete"}, {"id": "claim-data-access", "statement": "The mass spectrometry proteomics datasets generated for this study can be found in the ProteomeXchange Consortium via the PRIDE partner repository with the dataset identifier PXD042092.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:39339686", "locator": "sections[21] \"notes\" paragraph 1", "quote": "The mass spectrometry proteomics datasets generated for this study can be found in the ProteomeXchange Consortium via the PRIDE partner repository with the dataset identifier PXD042092."}], "state": "complete"}, {"id": "claim-target-result", "statement": "The generational obesity comparison group contained the greatest number of differentially regulated proteins out of all seven group comparisons, with 23 up-regulated and 43 down-regulated proteins in the generational obese cohort (Wes(WES)) compared to the control-only fed mice (Con(CON)).", "kind": "qualitative", "target": null, "evidence": [{"asset": "source:pmid:39339686", "locator": "sections[12] \"3.3. Protein Expression Changes in Murine Omenta Are Diet-Dependent\" paragraph 2", "quote": "The generational obesity comparison group contained the greatest number of differentially regulated proteins out of all seven group comparisons, with 23 up-regulated and 43 down-regulated proteins in the generational obese cohort (Wes(WES)) compared to the control-only fed mice (Con(CON)) (Figure 3C)."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": "The generational obesity comparison group contained the greatest number of differentially regulated proteins out of all seven group comparisons, with 23 up-regulated and 43 down-regulated proteins in the generational obese cohort (Wes(WES)) compared to the control-only fed mice (Con(CON)).", "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:39339686"], "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:PXD042092"], "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:PXD042092"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:39339686", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.3390/nu16183086", "sha256": "sha256:357e8460bcc951738890e19d216b780a408d160d8e2569c8b70013438e7e9cfa", "bytes": 40850, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.3390/nu16183086", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC11435095", "source": "europe_pmc_fulltext", "coverage": "whole_body_without_references", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:PXD042092", "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=PXD042092", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "PXD042092", "version": null, "note": "The mass spectrometry proteomics datasets generated for this study can be found in the ProteomeXchange Consortium via the PRIDE partner repository with the dataset identifier PXD042092.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The mass spectrometry proteomics datasets generated for this study can be found in the ProteomeXchange Consortium via the PRIDE partner repository with the dataset identifier PXD042092.", "access_statement_kind": "data_availability_statement", "sample_accessions": [], "sample_count": null, "group_sizes": null, "group_sizes_basis": null, "platform": null, "taxon": null, "title": "Influence of generational obesity on the visceral adipose proteome", "resolution_checked_at": "2026-11-01T20:16:17Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}], "gaps": ["asset:data:geo:PXD042092 not downloaded", "asset:data:geo:PXD042092 licence not read"]}, "analysis": {"state": "partial", "methods": [{"id": "method-1", "family": "network_analysis", "specific": "pathway_enrichment", "label": "Network / pathway analysis", "dsl_operations": ["pathway_enrich"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["edge_list"], "evidence": {"score": 0.8, "band": "high", "quote": "GO enrichment"}}, {"id": "method-2", "family": null, "specific": null, "label": "Student’s t-test", "dsl_operations": [], "missing_operations": [], "expressible": null, "parameters": {}, "data_shapes": [], "evidence": {"score": 1.0, "band": "verbatim", "quote": "The log2 fold change was calculated for each comparison group, and p-values were calculated using Student’s t-test."}}], "targets": [], "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": "complete", "tier": "R1", "blocking_axis": "none", "blocked_on": "nothing:replicable_now", "axes": {"method": {"tier": "R1", "expressible": true, "required_operations": ["pathway_enrich"], "missing_operations": [], "basis": "The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: pathway_enrichment."}, "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": ["PXD042092"], "resolved_accessions": ["PXD042092"], "statements": ["The mass spectrometry proteomics datasets generated for this study can be found in the ProteomeXchange Consortium via the PRIDE partner repository with the dataset identifier PXD042092."], "basis": "The paper names PXD042092 in ProteomeXchange Consortium via the PRIDE partner repository and the accession resolves in the repository. No dataset was downloaded and no licence was read."}}, "can_run": {"dsl_operations": ["pathway_enrich"], "assets": ["source:pmid:39339686", "data:geo:PXD042092"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:PXD042092"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-11-01T19:33:18Z", "independence": "single_reader"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 5, "usage": {"prompt_tokens": 11011, "completion_tokens": 1185, "cached_tokens": 0}}, "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:39339686", "type": "paper", "label": "pmid:39339686"}, {"id": "source:pmid:39339686", "type": "manuscript", "label": "PMID 39339686 full text"}, {"id": "data:geo:PXD042092", "type": "dataset", "label": "GEO PXD042092"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:39339686", "type": "paper", "label": "pmid:39339686"}, {"id": "source:pmid:39339686", "type": "manuscript", "label": "PMID 39339686 full text"}, {"id": "data:geo:PXD042092", "type": "dataset", "label": "GEO PXD042092"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-39339686", "type": "extraction", "used": ["source:pmid:39339686"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-PXD042092", "type": "accession_resolution", "used": ["data:geo:PXD042092"], "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:39339686", "parent_hash": "sha256:c3008113207778e365b5eb5b2775aa25f07e082df0a9b30ce742d72c77159668", "fork_of": null, "generation": 1}, "gaps": ["asset:data:geo:PXD042092 licence not read", "asset:data:geo:PXD042092 not downloaded", "execution.not_run", "method.reader_named_unmapped", "review.human_critique", "review.independent_reader", "review.machine_critique"], "assays": [{"role": "data_generation", "definition_id": "mass_spectrometry", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.99, "evidence": ["urchased from Protifi (Huntington, NY, USA). Mass spectrometry-grade trypsin gold was ordered from Promega", "ed in technical duplicate for a total of six LC-MS/MS analyses per dietary cohort. Statistical ana", "e dissected [20]. 2.4. Protein Isolation and Proteomics Sample Processing Proteins were isolated fro"], "order_basis": "paper_text_order:2059", "id": "assay:1"}, {"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": ["imental Design and Statistical Rationale All murine studies were approved by the Institutional A", "out using Graph Pad Prism 9.0 software. 2.3. Murine Generational Obesity Animal Model The pre-cl", "tional Obesity Animal Model The pre-clinical murine model of diet-induced obesity (DIO) includes", "y = Wes(CON); Generational Obese = Wes(WES). Mice were euthanized, and the omenta were dissected [2"], "order_basis": "paper_text_order:2259", "id": "assay:2"}, {"role": "analysis", "definition_id": "network_analysis", "definition_version": "f2132e96ae6c7a4e", "definition_digest": null, "required_operations": ["pathway_enrich"], "support_state": "supported", "source_hashes": {"dsl_catalogue": "f2132e96ae6c7a4e"}, "confidence": 0.8, "evidence": ["GO enrichment"], "order_basis": "consumes_earlier_output", "id": "assay:3"}]}