← All .science files
pmid:32813721
Quantitative phosphoproteomic analysis provides insights into the aluminum-responsiveness of Tamba black soybean.
Rongrong Han · Yunmin Wei · Yonghong Xie · Lusheng Liu · Caode Jiang · Yongxiong Yu
PloS one · 2020 doi:10.1371/journal.pone.0237845
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 · 6 items
claims array · 2 items
[0] object · 6 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 · 4 items
[0] object · 15 fields
structure object · 4 fields
[1] object · 15 fields
structure object · 15 fields
sample_accessions array · 0 items
[2] object · 16 fields
structure object · 5 fields
table object · 8 fields
rows array · 11 items
[0] array · 5 items
[1] array · 5 items
[2] array · 5 items
[3] array · 5 items
[4] array · 5 items
[5] array · 5 items
[6] array · 5 items
[7] array · 5 items
[8] array · 5 items
[9] array · 5 items
[10] array · 5 items
[3] object · 16 fields
structure object · 5 fields
table object · 8 fields
rows array · 11 items
[0] array · 5 items
[1] array · 5 items
[2] array · 5 items
[3] array · 5 items
[4] array · 5 items
[5] array · 5 items
[6] array · 5 items
[7] array · 5 items
[8] array · 5 items
[9] array · 5 items
[10] array · 5 items
gaps array · 2 items
analysis object · 4 fields
methods array · 3 items
[0] object · 10 fields
dsl_operations array · 4 items
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[1] object · 10 fields
dsl_operations array · 3 items
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[2] object · 10 fields
dsl_operations array · 1 item
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 · 4 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 · 2 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 · 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:32813721", "kind": "science-record", "revision": 8, "content_hash": "sha256:b46b5b4446d48c312026d5fa04bdb37efe7a9327edb18293fc613f4f6d1870ab", "created_at": "2026-11-01T15:41:08Z", "updated_at": "2026-11-01T22:45:13Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Quantitative phosphoproteomic analysis provides insights into the aluminum-responsiveness of Tamba black soybean.", "doi": "10.1371/journal.pone.0237845", "pmid": "32813721", "authors": ["Rongrong Han", "Yunmin Wei", "Yonghong Xie", "Lusheng Liu", "Caode Jiang", "Yongxiong Yu"], "journal": "PloS one", "year": 2020, "abstract": "Aluminum (Al3+) toxicity is one of the most important limitations to agricultural production worldwide. The overall response of plants to Al3+ stress has been documented, but the contribution of protein phosphorylation to Al3+ detoxicity and tolerance in plants is unclear. Using a combination of tandem mass tag (TMT) labeling, immobilized metal affinity chromatography (IMAC) enrichment and liquid chromatography-tandem mass spectrometry (LC-MS/MS), Al3+-induced phosphoproteomic changes in roots of Tamba black soybean (TBS) were investigated in this study. The Data collected in this study are available via ProteomeXchange with the identifier PXD019807. After the Al3+ treatment, 189 proteins harboring 278 phosphosites were significantly changed (fold change > 1.2 or < 0.83, p < 0.05), with 88 upregulated, 96 downregulated and 5 up-/downregulated. Enrichment and protein interaction analyses revealed that differentially phosphorylated proteins (DPPs) under the Al3+ treatment were mainly related to G-protein-mediated signaling, transcription and translation, transporters and carbohydrate metabolism. Particularly, DPPs associated with root growth inhibition or citric acid synthesis were identified. The results of this study provide novel insights into the molecular mechanisms of TBS post-translational modifications in response to Al3+ stress.", "claims": [{"id": "claim-method", "statement": "One-way ANOVA followed by Duncan’s test was used to compare significance among treatments.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:32813721", "locator": "sections[8] \"Statistical analysis\" paragraph 2", "quote": "One-way ANOVA followed by Duncan’s test was used to compare significance among treatments."}], "state": "complete"}, {"id": "claim-data-access", "statement": "All relevant data are within the paper and its Supporting Information files.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:32813721", "locator": "sections[27] \"Data Availability\" paragraph 2", "quote": "All relevant data are within the paper and its Supporting Information files."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": null, "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:32813721"], "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:PXD019807"], "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:PXD019807"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:32813721", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1371/journal.pone.0237845", "sha256": "sha256:950c7dcf221f9e34b67a7194c4b68cb99071d721c5fdbe9b1fee565501030ba8", "bytes": 49987, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.1371/journal.pone.0237845", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC7437914", "source": "europe_pmc_fulltext", "coverage": "whole_body", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:PXD019807", "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=PXD019807", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "PXD019807", "version": null, "note": "All relevant data are within the paper and its Supporting Information files.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "All relevant data are within the paper and its Supporting Information files.", "access_statement_kind": "data_availability_statement", "sample_accessions": [], "sample_count": null, "group_sizes": null, "group_sizes_basis": null, "platform": null, "taxon": null, "title": "Quantitative phosphoproteomic analysis provides insights into the aluminum-responsive in Tamba black soybean", "resolution_checked_at": "2026-10-31T18:35:55Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "asset:table:pmid:32813721:1", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:b4381f19453d4b52377e0bd7dc55e7c25e8d5f1d1f73088f2a447b5ab14de790", "bytes": 733, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[16]/table-wrap[1]#pone.0237845.t001", "version": null, "note": "Summary of the phosphoproteins affected by Al3+.", "structure": {"pmcid": "PMC7437914", "section_index": 16, "section_title": "DPPs involved in signal transduction", "row_count": 11, "column_count": 5}, "table": {"label": "Table 1", "caption": "Summary of the phosphoproteins affected by Al3+.", "rows": [["Protein category", "Total", "Upregulated", "Downregulated", "Up-/downregulated"], ["Signal transduction", "22", "17", "5", "0"], ["Transcription", "5", "2", "3", "0"], ["Translation and post-translational modification", "15", "6", "8", "1"], ["Carbohydrate metabolism", "10", "10", "0", "0"], ["Transporter", "8", "6", "2", "0"], ["Membrane trafficking", "8", "5", "2", "1"], ["DNA and RNA processing/modification", "30", "11", "19", "0"], ["Cytoskeleton", "15", "4", "10", "1"], ["Miscellaneous", "37", "12", "24", "1"], ["Uncharacterized protein", "39", "15", "23", "1"]], "row_count": 11, "column_count": 5, "numeric_cells": 40, "header_rows": 1, "locator": "section[16]/table-wrap[1]#pone.0237845.t001"}}, {"id": "asset:table:pmid:32813721:2", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:b4381f19453d4b52377e0bd7dc55e7c25e8d5f1d1f73088f2a447b5ab14de790", "bytes": 733, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[16]/table-wrap[1]#pone.0237845.t001", "version": null, "note": "Summary of the phosphoproteins affected by Al3+.", "structure": {"pmcid": "PMC7437914", "section_index": 22, "section_title": "DPPs involved in signal transduction", "row_count": 11, "column_count": 5}, "table": {"label": "Table 1", "caption": "Summary of the phosphoproteins affected by Al3+.", "rows": [["Protein category", "Total", "Upregulated", "Downregulated", "Up-/downregulated"], ["Signal transduction", "22", "17", "5", "0"], ["Transcription", "5", "2", "3", "0"], ["Translation and post-translational modification", "15", "6", "8", "1"], ["Carbohydrate metabolism", "10", "10", "0", "0"], ["Transporter", "8", "6", "2", "0"], ["Membrane trafficking", "8", "5", "2", "1"], ["DNA and RNA processing/modification", "30", "11", "19", "0"], ["Cytoskeleton", "15", "4", "10", "1"], ["Miscellaneous", "37", "12", "24", "1"], ["Uncharacterized protein", "39", "15", "23", "1"]], "row_count": 11, "column_count": 5, "numeric_cells": 40, "header_rows": 1, "locator": "section[16]/table-wrap[1]#pone.0237845.t001"}}], "gaps": ["asset:data:geo:PXD019807 not downloaded", "asset:data:geo:PXD019807 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": "One-way ANOVA followed by Duncan’s test was used to compare significance among treatments."}}, {"id": "method-2", "family": "network_analysis", "specific": "ppi_network", "label": "Network / pathway analysis", "dsl_operations": ["build_graph", "centrality_scores", "pathway_enrich"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["edge_list"], "evidence": {"score": 0.8, "band": "high", "quote": "PPI"}}, {"id": "method-3", "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"}}], "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": ["PXD019807"], "resolved_accessions": ["PXD019807"], "statements": ["All relevant data are within the paper and its Supporting Information files."], "basis": "The paper names PXD019807 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": ["group_summary", "welch_t", "bootstrap_mean_difference", "group_comparison_anova"], "assets": ["source:pmid:32813721", "data:geo:PXD019807", "asset:table:pmid:32813721:1", "asset:table:pmid:32813721:2"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:PXD019807"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-10-31T18:21:59Z", "independence": "single_reader"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 3, "usage": {"prompt_tokens": 41867, "completion_tokens": 1532, "cached_tokens": 784}}, "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:32813721", "type": "paper", "label": "pmid:32813721"}, {"id": "source:pmid:32813721", "type": "manuscript", "label": "PMID 32813721 full text"}, {"id": "data:geo:PXD019807", "type": "dataset", "label": "GEO PXD019807"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:32813721", "type": "paper", "label": "pmid:32813721"}, {"id": "source:pmid:32813721", "type": "manuscript", "label": "PMID 32813721 full text"}, {"id": "data:geo:PXD019807", "type": "dataset", "label": "GEO PXD019807"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-32813721", "type": "extraction", "used": ["source:pmid:32813721"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-PXD019807", "type": "accession_resolution", "used": ["data:geo:PXD019807"], "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:32813721", "parent_hash": "sha256:3e33ec8d08b0766fca8bdff2d864a3c76fd6275e02045caa276fb9990846753f", "fork_of": null, "generation": 7}, "gaps": ["asset:data:geo:PXD019807 licence not read", "asset:data:geo:PXD019807 not downloaded", "execution.not_run", "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": ["enrichment and liquid chromatography-tandem mass spectrometry (LC-MS/MS), Al3+-induced phosphoproteomic ch", "uid chromatography-tandem mass spectrometry (LC-MS/MS), Al3+-induced phosphoproteomic changes in r", "aterials S1 FigQuality control validation of mass spectrometry data.(A) Volcano map of the error rate distr", "lcano map of the error rate distribution for mass spectrometry; (B) Length distribution of the phosphorylat"], "order_basis": "paper_text_order:492", "id": "assay:1"}, {"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": ["One-way ANOVA followed by Duncan’s test was used to compare significance among treatments."], "order_basis": "consumes_earlier_output", "id": "assay:2"}]}