← All .science files
pmid:39619542
Deep Crotonylproteomics Analysis of High-Altitude Exposure Hearts in Mice.
Tian Yue · Jiali Yang · Jian He · ShiQiang Xiong · Han Gao · Shanshan Qin · Dunzhu Danzeng · Junbo Xu · Jun Hou
ACS omega · 2024 doi:10.1021/acsomega.4c05818
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 · 9 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 · 4 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 · 1 item
[2] object · 11 fields
required_operations array · 0 items
source_hashes object · 1 field
evidence array · 2 items
[3] 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:39619542", "kind": "science-record", "revision": 2, "content_hash": "sha256:0c2f0a257593f5a0c3924202804a5f0f9f2a8a92ed87ff2a395e24dd59f29c69", "created_at": "2026-11-01T20:29:53Z", "updated_at": "2026-11-01T21:34:25Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Deep Crotonylproteomics Analysis of High-Altitude Exposure Hearts in Mice.", "doi": "10.1021/acsomega.4c05818", "pmid": "39619542", "authors": ["Tian Yue", "Jiali Yang", "Jian He", "ShiQiang Xiong", "Han Gao", "Shanshan Qin", "Dunzhu Danzeng", "Junbo Xu", "Jun Hou"], "journal": "ACS omega", "year": 2024, "abstract": "The potential molecular mechanisms of short-term adaptation and long-term structural deteriorations in the cardiac structure in response to high altitude remain not fully understood. This study aims to investigate changes in the crotonylproteome in the hearts of mice exposed to high altitude at different time points. The hearts were obtained from mice living at the lowland and 3, 10, and 30 days after arriving at a plateau. Crotonyllysolylated proteins were subsequently comprehensively evaluated. Among the identified 13,731 crotonyllysine sites, 11,140 were quantified. Furthermore, 1247 differentially expressed crotonyllysine sites on 764 proteins in 46 pathways were analyzed, and the results showed that the abundance of crotonylation increased with the increase of exposure time to altitude. Functional enrichment analysis showed that most of these significantly altered crotonylated proteins were enriched in the regulation of metabolism and myocardial function, indicating that these enriched biological processes may be involved in the acute adaptation and chronic remodeling of cardiac function and structural changes at a high altitude. Our study uncovers some crotonylation-affected processes and pathways in the heart's response to high-altitude exposure, giving novel insights into molecular processes of cardiac function and structure changes at high altitude (ProteomeXchange identifier: PXD044178).", "claims": [{"id": "claim-method", "statement": "After this round of screening, the remaining 1247 lysine sites were used for expression pattern clustering analysis using the Mfuzz method.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:39619542", "locator": "sections[10] \"Mfuzz Cluster Analysis\" paragraph 2", "quote": "After this round of screening, the remaining 1247 lysine sites were used for expression pattern clustering analysis using the Mfuzz method."}], "state": "complete"}, {"id": "claim-data-access", "statement": "MS raw files are deposited in a public repository PRIDE/ProteomeXchange under the identifier PXD044178.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:39619542", "locator": "sections[20] \"notes\" paragraph 1", "quote": "MS raw files are deposited in a public repository PRIDE/ProteomeXchange under the identifier PXD044178."}], "state": "complete"}, {"id": "claim-target-result", "statement": "Furthermore, 1247 differentially expressed crotonyllysine sites on 764 proteins in 46 pathways were analyzed, and the results showed that the abundance of crotonylation increased with the increase of exposure time to altitude.", "kind": "qualitative", "target": null, "evidence": [{"asset": "source:pmid:39619542", "locator": "sections[0] \"Abstract\" paragraph 1", "quote": "Furthermore, 1247 differentially expressed crotonyllysine sites on 764 proteins in 46 pathways were analyzed, and the results showed that the abundance of crotonylation increased with the increase of exposure time to altitude."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": "Furthermore, 1247 differentially expressed crotonyllysine sites on 764 proteins in 46 pathways were analyzed, and the results showed that the abundance of crotonylation increased with the increase of exposure time to altitude.", "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:39619542"], "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:PXD044178"], "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:PXD044178"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:39619542", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1021/acsomega.4c05818", "sha256": "sha256:d37051d53e132ac7e9b33bac7788156049385abb15f888dd334c7206e547ec97", "bytes": 43895, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.1021/acsomega.4c05818", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC11603239", "source": "europe_pmc_fulltext", "coverage": "whole_body_without_references", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:PXD044178", "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=PXD044178", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "PXD044178", "version": null, "note": "MS raw files are deposited in a public repository PRIDE/ProteomeXchange under the identifier PXD044178.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "MS raw files are deposited in a public repository PRIDE/ProteomeXchange under the identifier PXD044178.", "access_statement_kind": "data_availability_statement", "sample_accessions": [], "sample_count": null, "group_sizes": null, "group_sizes_basis": null, "platform": null, "taxon": null, "title": "Deep crotonylproteomics analysis of high-altitude exposure hearts in mice", "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:PXD044178 not downloaded", "asset:data:geo:PXD044178 licence not read"]}, "analysis": {"state": "partial", "methods": [{"id": "method-1", "family": "principal_component_analysis", "specific": "pca", "label": "Principal component analysis", "dsl_operations": ["pca_fit"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["wide_numeric_matrix"], "evidence": {"score": 0.8, "band": "high", "quote": "Principal component analysis"}}, {"id": "method-2", "family": null, "specific": null, "label": "Mfuzz method", "dsl_operations": [], "missing_operations": [], "expressible": null, "parameters": {}, "data_shapes": [], "evidence": {"score": 1.0, "band": "verbatim", "quote": "After this round of screening, the remaining 1247 lysine sites were used for expression pattern clustering analysis using the Mfuzz method."}}], "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": ["pca_fit"], "missing_operations": [], "basis": "The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: pca."}, "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": ["PXD044178"], "resolved_accessions": ["PXD044178"], "statements": ["MS raw files are deposited in a public repository PRIDE/ProteomeXchange under the identifier PXD044178."], "basis": "The paper names PXD044178 in PRIDE/ProteomeXchange and the accession resolves in the repository. No dataset was downloaded and no licence was read."}}, "can_run": {"dsl_operations": ["pca_fit"], "assets": ["source:pmid:39619542", "data:geo:PXD044178"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:PXD044178"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-11-01T19:40:17Z", "independence": "single_reader"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 5, "usage": {"prompt_tokens": 11284, "completion_tokens": 1733, "cached_tokens": 264}}, "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:39619542", "type": "paper", "label": "pmid:39619542"}, {"id": "source:pmid:39619542", "type": "manuscript", "label": "PMID 39619542 full text"}, {"id": "data:geo:PXD044178", "type": "dataset", "label": "GEO PXD044178"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:39619542", "type": "paper", "label": "pmid:39619542"}, {"id": "source:pmid:39619542", "type": "manuscript", "label": "PMID 39619542 full text"}, {"id": "data:geo:PXD044178", "type": "dataset", "label": "GEO PXD044178"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-39619542", "type": "extraction", "used": ["source:pmid:39619542"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-PXD044178", "type": "accession_resolution", "used": ["data:geo:PXD044178"], "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:39619542", "parent_hash": "sha256:81fd63e8fa7c63fcb627458c21986b1606bfa62ec0ae7fdd9f67c87ea57e65e0", "fork_of": null, "generation": 1}, "gaps": ["asset:data:geo:PXD044178 licence not read", "asset:data:geo:PXD044178 not downloaded", "execution.not_run", "method.reader_named_unmapped", "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": ["cs Analysis of High-Altitude Exposure Hearts in Mice.", "ent and assessed changes of crotonylproteome in mice cardiac tissues. First, we used the immunobl", "pectrometry search was performed against the mouse SwissProt database (containing 17,045 entrie"], "order_basis": "paper_text_order:21", "id": "assay:1"}, {"role": "data_generation", "definition_id": "western_blot", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.93, "evidence": ["in mice cardiac tissues. First, we used the immunoblots to confirm the presence of protein crotonyla"], "order_basis": "paper_text_order:2194", "id": "assay:2"}, {"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": ["alyses of MS/MS databases show that a tandem mass spectrometry search was performed against the mouse Swiss", "levels (Figure S1C). The reliability of the proteomics data was verified by peptide length distribu"], "order_basis": "paper_text_order:2953", "id": "assay:3"}, {"role": "analysis", "definition_id": "principal_component_analysis", "definition_version": "f2132e96ae6c7a4e", "definition_digest": null, "required_operations": ["pca_fit"], "support_state": "supported", "source_hashes": {"dsl_catalogue": "f2132e96ae6c7a4e"}, "confidence": 0.8, "evidence": ["Principal component analysis"], "order_basis": "consumes_earlier_output", "id": "assay:4"}]}