← All .science files
pmid:34606284
Analysis of Brain Protein Stability Changes in Mouse Models of Normal Aging and α-Synucleinopathy Reveals Age- and Disease-Related Differences.
Renze Ma · Julia H R Johnson · Yun Tang · Michael C Fitzgerald
Journal of proteome research · 2021 doi:10.1021/acs.jproteome.1c00653
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 · 4 items
claims array · 3 items
[0] object · 6 fields
[1] object · 6 fields
[2] object · 6 fields
evidence array · 1 item
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 · 1 item
[0] object · 10 fields
dsl_operations array · 4 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 · 4 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 · 4 items
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 · 6 items
assays array · 4 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 · 0 items
source_hashes object · 1 field
evidence array · 4 items
[3] object · 11 fields
required_operations array · 4 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:34606284", "kind": "science-record", "revision": 5, "content_hash": "sha256:9d75a86ee128e0b82a614e52aaa323aa3dec68b84c9360afdbdf9951ad32cb43", "created_at": "2026-11-01T17:36:15Z", "updated_at": "2026-11-01T22:47:39Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Analysis of Brain Protein Stability Changes in Mouse Models of Normal Aging and α-Synucleinopathy Reveals Age- and Disease-Related Differences.", "doi": "10.1021/acs.jproteome.1c00653", "pmid": "34606284", "authors": ["Renze Ma", "Julia H R Johnson", "Yun Tang", "Michael C Fitzgerald"], "journal": "Journal of proteome research", "year": 2021, "abstract": "Here, we utilize the stability of proteins from rates of oxidation (SPROX) technique, to profile the thermodynamic stabilities of proteins in brain tissue cell lysates from Huα-Syn(A53T) transgenic mice at three time points including at 1 month (n = 9), at 6 months (n = 7), and at the time (between 9 and 16 months) a mouse became symptomatic (n = 8). The thermodynamic stability profiles generated here on 332 proteins were compared to thermodynamic stability profiles generated on the same proteins from similarly aged wild-type mice using a two-way unbalanced analysis of variance (ANOVA) analysis. This analysis identified a group of 22 proteins with age-related protein stability changes and a group of 11 proteins that were differentially stabilized in the Huα-Syn(A53T) transgenic mouse model. A total of 9 of the 11 proteins identified here with disease-related stability changes have been previously detected in human cerebral spinal fluid and thus have potential utility as biomarkers of Parkinson's disease (PD). The differential stability observed for one protein, glutamate decarboxylase 2 (Gad2), with an age-related change in stability, was consistent with the differential presence of a known, age-related truncation product of this protein, which is shown here to have a higher folding stability than full-length Gad2. Mass spectrometry data were deposited at ProteomeXchange (PXD016985).", "claims": [{"id": "claim-method", "statement": "For each methionine-containing peptide, a two-way unbalanced ANOVA test was employed to identify significant differences between the assigned C1/2 values across the 6 groups.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:34606284", "locator": "sections[8] \"Identification of Differentially Stabilized Proteins\" paragraph 2", "quote": "For each methionine-containing peptide, a two-way unbalanced ANOVA test was employed to identify significant differences between the assigned C1/2 values across the 6 groups."}], "state": "complete"}, {"id": "claim-data-access", "statement": "The raw LC-MS/MS data and search outputs, can be found at the ProteomeXchange Consortium via the Pride repository with the identifier PXD016985.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:34606284", "locator": "sections[21] \"Data Availability\" paragraph 2", "quote": "The raw LC-MS/MS data and search outputs, can be found at the ProteomeXchange Consortium via the Pride repository with the identifier PXD016985."}], "state": "complete"}, {"id": "claim-target-result", "statement": "This analysis identified a group of 22 proteins with age-related protein stability changes, and a group of 11 proteins that were differentially stabilized in the Huα-Syn(A53T) transgenic mouse model.", "kind": "qualitative", "target": null, "evidence": [{"asset": "source:pmid:34606284", "locator": "sections[0] \"Abstract\" paragraph 1", "quote": "This analysis identified a group of 22 proteins with age-related protein stability changes, and a group of 11 proteins that were differentially stabilized in the Huα-Syn(A53T) transgenic mouse model."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": "This analysis identified a group of 22 proteins with age-related protein stability changes, and a group of 11 proteins that were differentially stabilized in the Huα-Syn(A53T) transgenic mouse model.", "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:34606284"], "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:PXD016985"], "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:PXD016985"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:34606284", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1021/acs.jproteome.1c00653", "sha256": "sha256:467992351f94c5c8f8e44cdd99c25cda59668188392aa1762406533da185be43", "bytes": 43079, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.1021/acs.jproteome.1c00653", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC9288659", "source": "ncbi_pmc_fulltext", "coverage": "whole_body_without_references", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:PXD016985", "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=PXD016985", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "PXD016985", "version": null, "note": "The raw LC-MS/MS data and search outputs, can be found at the ProteomeXchange Consortium via the Pride repository with the identifier PXD016985.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The raw LC-MS/MS data and search outputs, can be found at the ProteomeXchange Consortium via the Pride repository with the identifier PXD016985.", "access_statement_kind": "data_availability_statement", "sample_accessions": [], "sample_count": null, "group_sizes": null, "group_sizes_basis": null, "platform": null, "taxon": null, "title": "Analysis of Brain Protein Stability Changes in Mouse Models of Normal Aging and a Synucleinopathy Reveals Age- and Disease-Related Differences", "resolution_checked_at": "2026-11-01T17:30:50Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}], "gaps": ["asset:data:geo:PXD016985 not downloaded", "asset:data:geo:PXD016985 licence not read"]}, "analysis": {"state": "complete", "methods": [{"id": "method-1", "family": "group_comparison", "specific": "anova", "label": "Group comparison", "dsl_operations": ["group_summary", "welch_t", "bootstrap_mean_difference", "group_comparison_anova"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["two_or_more_groups_continuous"], "evidence": {"score": 1.0, "band": "verbatim", "quote": "For each methionine-containing peptide, a two-way unbalanced ANOVA test was employed to identify significant differences between the assigned C1/2 values across the 6 groups."}}], "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": ["group_summary", "welch_t", "bootstrap_mean_difference", "group_comparison_anova"], "missing_operations": [], "basis": "The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: anova."}, "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": ["PXD016985"], "resolved_accessions": ["PXD016985"], "statements": ["The raw LC-MS/MS data and search outputs, can be found at the ProteomeXchange Consortium via the Pride repository with the identifier PXD016985."], "basis": "The paper names PXD016985 in ProteomeXchange Consortium via the Pride repository and the accession resolves in the repository. No dataset was downloaded and no licence was read."}}, "can_run": {"dsl_operations": ["group_summary", "welch_t", "bootstrap_mean_difference", "group_comparison_anova"], "assets": ["source:pmid:34606284", "data:geo:PXD016985"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:PXD016985"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-11-01T17:02:57Z", "independence": "single_reader"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 5, "usage": {"prompt_tokens": 11487, "completion_tokens": 941, "cached_tokens": 256}}, "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:34606284", "type": "paper", "label": "pmid:34606284"}, {"id": "source:pmid:34606284", "type": "manuscript", "label": "PMID 34606284 full text"}, {"id": "data:geo:PXD016985", "type": "dataset", "label": "GEO PXD016985"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:34606284", "type": "paper", "label": "pmid:34606284"}, {"id": "source:pmid:34606284", "type": "manuscript", "label": "PMID 34606284 full text"}, {"id": "data:geo:PXD016985", "type": "dataset", "label": "GEO PXD016985"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-34606284", "type": "extraction", "used": ["source:pmid:34606284"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-PXD016985", "type": "accession_resolution", "used": ["data:geo:PXD016985"], "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:34606284", "parent_hash": "sha256:bd4452b68b0d39f04b93d3e84d99cd69810c0acc1e3944d2f15c4d0fe3ecfafe", "fork_of": null, "generation": 4}, "gaps": ["asset:data:geo:PXD016985 licence not read", "asset:data:geo:PXD016985 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": ["alysis of Brain Protein Stability Changes in Mouse Models of Normal Aging and α-Synucleinopathy", "y stabilized in the Huα-Syn(A53T) transgenic mouse model. A total of 9 of the 11 proteins identified", "and at the time (between 9 and 16 months) a mouse became symptomatic (n = 8). The thermodynami", "y stabilized in the Huα-Syn(A53T) transgenic mouse model. A total of 9 of the 11 proteins ident"], "order_basis": "paper_text_order:2", "id": "assay:1"}, {"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": ["her folding stability than full-length Gad2. Mass spectrometry data were deposited at ProteomeXchange (PXD0", "jected to one SPROX analysis that included 3 LC-MS/MS analyses (technical replicates) of the methi", "ne-containing peptide enriched samples and 1 LC-MS/MS analysis of the non-enriched sample. The che", "this work were derived exclusively from the LC-MS/MS data collected on the methionine-containing"], "order_basis": "paper_text_order:1436", "id": "assay:2"}, {"role": "data_generation", "definition_id": "western_blot", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.99, "evidence": ["proteome profiling (TPP) analysis16 using a western blot (WB) readout with a Gad2 antibody (ThermoFis", "ubjected to SDS-PAGE gel electrophoresis and western blot analysis using the Gad2 antibody. The relati", "of full length and truncated Gad2 involved a Western blot analyses of the brain lysates of 1 month (n=", "ubject to gel electrophoresis. Ultimately, a Western blot readout using the same Gad2 antibody as in t"], "order_basis": "paper_text_order:5228", "id": "assay:3"}, {"role": "analysis", "definition_id": "group_comparison", "definition_version": "f2132e96ae6c7a4e", "definition_digest": null, "required_operations": ["group_summary", "welch_t", "bootstrap_mean_difference", "group_comparison_anova"], "support_state": "supported", "source_hashes": {"dsl_catalogue": "f2132e96ae6c7a4e"}, "confidence": 1.0, "evidence": ["For each methionine-containing peptide, a two-way unbalanced ANOVA test was employed to identify significant differences between the assigned C1/2 values across the 6 groups."], "order_basis": "consumes_earlier_output", "id": "assay:4"}]}