Corpus Engine Towards a reproducible .science file.
← All .science files

pmid:26407991

Mechanisms of Soybean Roots' Tolerances to Salinity Revealed by Proteomic and Phosphoproteomic Comparisons Between Two Cultivars.

Erxu Pi · Liqun Qu · Jianwen Hu · Yingying Huang · Lijuan Qiu · Hongfei Lu · Bo Jiang · Cong Liu · Tingting Peng · Ying Zhao · Huizhong Wang · Sau-Na Tsai · Saiming Ngai · Liqun Du

Molecular & cellular proteomics : MCP · 2016 doi:10.1074/mcp.M115.051961

Paper

complete

Experiment

partial

Data

partial

Analysis

absent

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
id
pmid:26407991
kind
science-record
content_hash
sha256:7cb1e675405590c8c8bebc6de9efb4c897c2316f8d119b10f7308d658cf2f163
schema
https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json
created_at
2026-11-01T15:40:11Z
updated_at
2026-11-01T18:47:33Z
generator object · 2 fields
name
corpus-assay-engine
run_id
reading-sci-2026-11-01
paper object · 10 fields
state
complete
title
Mechanisms of Soybean Roots' Tolerances to Salinity Revealed by Proteomic and Phosphoproteomic Comparisons Between Two Cultivars.
doi
10.1074/mcp.M115.051961
pmid
26407991
authors array · 14 items
[0]
Erxu Pi
[1]
Liqun Qu
[2]
Jianwen Hu
[3]
Yingying Huang
[4]
Lijuan Qiu
[5]
Hongfei Lu
[6]
Bo Jiang
[7]
Cong Liu
[8]
Tingting Peng
[9]
Ying Zhao
[10]
Huizhong Wang
[11]
Sau-Na Tsai
[12]
Saiming Ngai
[13]
Liqun Du
journal
Molecular & cellular proteomics : MCP
year
2016
abstract
Understanding molecular mechanisms underlying plant salinity tolerance provides valuable knowledgebase for effective crop improvement through genetic engineering. Current proteomic technologies, which support reliable and high-throughput analyses, have been broadly used for exploring sophisticated molecular networks in plants. In the current study, we compared phosphoproteomic and proteomic changes in roots of different soybean seedlings of a salt-tolerant cultivar (Wenfeng07) and a salt-sensitive cultivar (Union85140) induced by salt stress. The root samples of Wenfeng07 and Union85140 at three-trifoliate stage were collected at 0 h, 0.5 h, 1 h, 4 h, 12 h, 24 h, and 48 h after been treated with 150 mm NaCl. LC-MS/MS based phosphoproteomic analysis of these samples identified a total of 2692 phosphoproteins and 5509 phosphorylation sites. Of these, 2344 phosphoproteins containing 3744 phosphorylation sites were quantitatively analyzed. Our results showed that 1163 phosphorylation sites were differentially phosphorylated in the two compared cultivars. Among them, 10 MYB/MYB transcription factor like proteins were identified with fluctuating phosphorylation modifications at different time points, indicating that their crucial roles in regulating flavonol accumulation might be mediated by phosphorylated modifications. In addition, the protein expression profiles of these two cultivars were compared using LC MS/MS based shotgun proteomic analysis, and expression pattern of all the 89 differentially expressed proteins were independently confirmed by qRT-PCR. Interestingly, the enzymes involved in chalcone metabolic pathway exhibited positive correlations with salt tolerance. We confirmed the functional relevance of chalcone synthase, chalcone isomerase, and cytochrome P450 monooxygenase genes using soybean composites and Arabidopsis thaliana mutants, and found that their salt tolerance were positively regulated by chalcone synthase, but was negatively regulated by chalcone isomerase and cytochrome P450 monooxygenase. A novel salt tolerance pathway involving chalcone metabolism, mostly mediated by phosphorylated MYB transcription factors, was proposed based on our findings. (The mass spectrometry raw data are available via ProteomeXchange with identifier PXD002856).
claims array · 1 item
[0] object · 6 fields
id
claim-target-result
statement
The study identified 1163 phosphorylation sites as differentially phosphorylated between the two soybean cultivars under salt stress and proposed a novel salt-tolerance pathway involving chalcone metabolism, mostly mediated by phosphorylated MYB transcription factors. No statistical method is stated in the provided text; the source data are available via ProteomeXchange under identifier PXD002856.
kind
qualitative
target
null
evidence array · 3 items
[0] object · 3 fields
asset
source:pmid:26407991
locator
sections[0] "Abstract" paragraph 1
quote
Our results showed that 1163 phosphorylation sites were differentially phosphorylated in the two compared cultivars.
[1] object · 3 fields
asset
source:pmid:26407991
locator
sections[0] "Abstract" paragraph 1
quote
A novel salt tolerance pathway involving chalcone metabolism, mostly mediated by phosphorylated MYB transcription factors, was proposed based on our findings.
[2] object · 3 fields
asset
source:pmid:26407991
locator
sections[0] "Abstract" paragraph 1
quote
(The mass spectrometry raw data are available via ProteomeXchange with identifier PXD002856)
state
complete
gaps array · 0 items
experiment object · 8 fields
state
partial
objective
The study identified 1163 phosphorylation sites as differentially phosphorylated between the two soybean cultivars under salt stress and proposed a novel salt-tolerance pathway involving chalcone metabolism, mostly mediated by phosphorylated MYB transcription factors. No statistical method is stated in the provided text; the source data are available via ProteomeXchange under identifier PXD002856.
steps array · 3 items
[0] object · 13 fields
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.
parameters object · 0 fields
inputs array · 1 item
[0]
source:pmid:26407991
outputs array · 1 item
[0]
the published estimate and its evidence
instruments array · 0 items
reagents array · 0 items
[1] object · 13 fields
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.
parameters object · 0 fields
inputs array · 0 items
outputs array · 1 item
[0]
the source data with its repository provenance
instruments array · 0 items
reagents array · 0 items
[2] object · 13 fields
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.
parameters object · 0 fields
inputs array · 0 items
outputs array · 1 item
[0]
the replicated result and its comparison
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
[0]
step:obtain_source_data blocked on data:accession_absent
data object · 3 fields
state
partial
assets array · 1 item
[0] object · 15 fields
id
source:pmid:26407991
role
manuscript
format
xml
media_type
application/xml
uri
https://doi.org/10.1074/mcp.M115.051961
sha256
sha256:ab5fd234f93ad3289700fb21c6c8b3b4a7183704084c3d8659d86a628afa5ca6
bytes
2313
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
10.1074/mcp.M115.051961
version
null
note
Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.
structure object · 4 fields
pmcid
PMC4762511
source
ncbi_pmc_fulltext
coverage
whole_body
text_hash_scope
rendered_section_body
gaps array · 0 items
analysis object · 4 fields
state
absent
methods array · 0 items
targets array · 0 items
gaps array · 2 items
[0]
method
[1]
operations
capability object · 3 fields
state
complete
requirements array · 1 item
[0] object · 6 fields
capability_id
capability:computational_analysis
label
Computational analysis platform
assay_families array · 9 items
[0]
meta_analysis
[1]
machine_learning
[2]
survival_analysis
[3]
statistical_regression
[4]
pca
[5]
molecular_docking
[6]
network_analysis
[7]
differential_expression
[8]
gwas
candidate
Automated Assays Laravel application and simulated adapters
gaps array · 0 items
readiness object · 8 fields
state
blocked
tier
R4
blocked_on
data:accession_absent
axes object · 3 fields
method object · 5 fields
tier
R4
expressible
false
required_operations array · 0 items
missing_operations array · 0 items
basis
The reader quoted the method the paper names (not named), but the corpus's method extractor could not map it onto a DSL operation, so the method is published but not expressible.
capability object · 4 fields
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 object · 6 fields
tier
R4
reachable
false
accessions array · 0 items
resolved_accessions array · 0 items
statements array · 0 items
basis
The paper names no accession to its source data, so the data has to come from the authors.
can_run object · 3 fields
dsl_operations array · 0 items
assets array · 1 item
[0]
source:pmid:26407991
steps array · 1 item
[0]
run_analysis
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
[0]
data:geo:None
gaps array · 1 item
[0]
data:accession_absent
review object · 5 fields
state
partial
machine_critique object · 5 fields
kind
extraction_review
reader object · 5 fields
model
MiniMax-M3.1-Flash
provider
minimax
provider_family
minimax
read_at
2026-10-31T18:24:57Z
independence
single_reader
evidence_check object · 2 fields
method
null
availability
null
calls
2
usage object · 3 fields
prompt_tokens
1864
completion_tokens
516
cached_tokens
256
stages array · 1 item
[0] object · 4 fields
id
extraction
state
complete
reader
MiniMax-M3.1-Flash
provider
minimax
gaps array · 3 items
[0]
review.independent_reader
[1]
review.machine_critique
[2]
review.human_critique
execution object · 5 fields
state
absent
status
not_run
mode
null
runs array · 0 items
gaps array · 1 item
[0]
execution.not_run
provenance object · 7 fields
entities array · 3 items
[0] object · 3 fields
id
pmid:26407991
type
paper
label
pmid:26407991
[1] object · 3 fields
id
source:pmid:26407991
type
manuscript
label
PMID 26407991 full text
[2] object · 3 fields
id
data:geo:None
type
dataset
label
GEO None
activities array · 3 items
[0] object · 4 fields
id
activity-reading-sci-2026-11-01
type
classification
used array · 3 items
[0] object · 3 fields
id
pmid:26407991
type
paper
label
pmid:26407991
[1] object · 3 fields
id
source:pmid:26407991
type
manuscript
label
PMID 26407991 full text
[2] object · 3 fields
id
data:geo:None
type
dataset
label
GEO None
agent
agent:corpus-assay-engine
[1] object · 4 fields
id
activity-read-26407991
type
extraction
used array · 1 item
[0]
source:pmid:26407991
agent
agent:minimax-reader
[2] object · 4 fields
id
activity-resolve-None
type
accession_resolution
used array · 1 item
[0]
data:geo:None
agent
agent:corpus-assay-engine
agents array · 2 items
[0] object · 3 fields
id
agent:corpus-assay-engine
type
software
label
Corpus assay engine
[1] object · 3 fields
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 object · 4 fields
parent_id
pmid:26407991
parent_hash
sha256:649ad6b8b609a7a782dc22791536f97da9fe2a7dc93512f5e3513469258d92f2
fork_of
null
gaps array · 7 items
[0]
execution.not_run
[1]
method
[2]
operations
[3]
review.human_critique
[4]
review.independent_reader
[5]
review.machine_critique
[6]
step:obtain_source_data blocked on data:accession_absent
assays array · 1 item
[0] object · 11 fields
role
data_generation
definition_id
mass_spectrometry
definition_version
99e1195c7d6f
required_operations array · 0 items
support_state
partial
source_hashes object · 1 field
assay_lexicon
99e1195c7d6f
confidence
0.99
evidence array · 4 items
[0]
an Roots' Tolerances to Salinity Revealed by Proteomic and Phosphoproteomic Comparisons Between Two
[1]
ovement through genetic engineering. Current proteomic technologies, which support reliable and hig
[2]
rent study, we compared phosphoproteomic and proteomic changes in roots of different soybean seedli
[3]
s were compared using LC MS/MS based shotgun proteomic analysis, and expression pattern of all the
order_basis
paper_text_order:19
id
assay:1
Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:26407991", "kind": "science-record", "revision": 2, "content_hash": "sha256:7cb1e675405590c8c8bebc6de9efb4c897c2316f8d119b10f7308d658cf2f163", "created_at": "2026-11-01T15:40:11Z", "updated_at": "2026-11-01T18:47:33Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Mechanisms of Soybean Roots' Tolerances to Salinity Revealed by Proteomic and Phosphoproteomic Comparisons Between Two Cultivars.", "doi": "10.1074/mcp.M115.051961", "pmid": "26407991", "authors": ["Erxu Pi", "Liqun Qu", "Jianwen Hu", "Yingying Huang", "Lijuan Qiu", "Hongfei Lu", "Bo Jiang", "Cong Liu", "Tingting Peng", "Ying Zhao", "Huizhong Wang", "Sau-Na Tsai", "Saiming Ngai", "Liqun Du"], "journal": "Molecular & cellular proteomics : MCP", "year": 2016, "abstract": "Understanding molecular mechanisms underlying plant salinity tolerance provides valuable knowledgebase for effective crop improvement through genetic engineering. Current proteomic technologies, which support reliable and high-throughput analyses, have been broadly used for exploring sophisticated molecular networks in plants. In the current study, we compared phosphoproteomic and proteomic changes in roots of different soybean seedlings of a salt-tolerant cultivar (Wenfeng07) and a salt-sensitive cultivar (Union85140) induced by salt stress. The root samples of Wenfeng07 and Union85140 at three-trifoliate stage were collected at 0 h, 0.5 h, 1 h, 4 h, 12 h, 24 h, and 48 h after been treated with 150 mm NaCl. LC-MS/MS based phosphoproteomic analysis of these samples identified a total of 2692 phosphoproteins and 5509 phosphorylation sites. Of these, 2344 phosphoproteins containing 3744 phosphorylation sites were quantitatively analyzed. Our results showed that 1163 phosphorylation sites were differentially phosphorylated in the two compared cultivars. Among them, 10 MYB/MYB transcription factor like proteins were identified with fluctuating phosphorylation modifications at different time points, indicating that their crucial roles in regulating flavonol accumulation might be mediated by phosphorylated modifications. In addition, the protein expression profiles of these two cultivars were compared using LC MS/MS based shotgun proteomic analysis, and expression pattern of all the 89 differentially expressed proteins were independently confirmed by qRT-PCR. Interestingly, the enzymes involved in chalcone metabolic pathway exhibited positive correlations with salt tolerance. We confirmed the functional relevance of chalcone synthase, chalcone isomerase, and cytochrome P450 monooxygenase genes using soybean composites and Arabidopsis thaliana mutants, and found that their salt tolerance were positively regulated by chalcone synthase, but was negatively regulated by chalcone isomerase and cytochrome P450 monooxygenase. A novel salt tolerance pathway involving chalcone metabolism, mostly mediated by phosphorylated MYB transcription factors, was proposed based on our findings. (The mass spectrometry raw data are available via ProteomeXchange with identifier PXD002856).", "claims": [{"id": "claim-target-result", "statement": "The study identified 1163 phosphorylation sites as differentially phosphorylated between the two soybean cultivars under salt stress and proposed a novel salt-tolerance pathway involving chalcone metabolism, mostly mediated by phosphorylated MYB transcription factors. No statistical method is stated in the provided text; the source data are available via ProteomeXchange under identifier PXD002856.", "kind": "qualitative", "target": null, "evidence": [{"asset": "source:pmid:26407991", "locator": "sections[0] \"Abstract\" paragraph 1", "quote": "Our results showed that 1163 phosphorylation sites were differentially phosphorylated in the two compared cultivars."}, {"asset": "source:pmid:26407991", "locator": "sections[0] \"Abstract\" paragraph 1", "quote": "A novel salt tolerance pathway involving chalcone metabolism, mostly mediated by phosphorylated MYB transcription factors, was proposed based on our findings."}, {"asset": "source:pmid:26407991", "locator": "sections[0] \"Abstract\" paragraph 1", "quote": "(The mass spectrometry raw data are available via ProteomeXchange with identifier PXD002856)"}], "state": "complete"}], "gaps": []}, "experiment": {"state": "partial", "objective": "The study identified 1163 phosphorylation sites as differentially phosphorylated between the two soybean cultivars under salt stress and proposed a novel salt-tolerance pathway involving chalcone metabolism, mostly mediated by phosphorylated MYB transcription factors. No statistical method is stated in the provided text; the source data are available via ProteomeXchange under identifier PXD002856.", "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:26407991"], "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:26407991", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1074/mcp.M115.051961", "sha256": "sha256:ab5fd234f93ad3289700fb21c6c8b3b4a7183704084c3d8659d86a628afa5ca6", "bytes": 2313, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.1074/mcp.M115.051961", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC4762511", "source": "ncbi_pmc_fulltext", "coverage": "whole_body", "text_hash_scope": "rendered_section_body"}}], "gaps": []}, "analysis": {"state": "absent", "methods": [], "targets": [], "gaps": ["method", "operations"]}, "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 (not named), 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": [], "resolved_accessions": [], "statements": [], "basis": "The paper names no accession to its source data, so the data has to come from the authors."}}, "can_run": {"dsl_operations": [], "assets": ["source:pmid:26407991"], "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": "2026-10-31T18:24:57Z", "independence": "single_reader"}, "evidence_check": {"method": null, "availability": null}, "calls": 2, "usage": {"prompt_tokens": 1864, "completion_tokens": 516, "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:26407991", "type": "paper", "label": "pmid:26407991"}, {"id": "source:pmid:26407991", "type": "manuscript", "label": "PMID 26407991 full text"}, {"id": "data:geo:None", "type": "dataset", "label": "GEO None"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:26407991", "type": "paper", "label": "pmid:26407991"}, {"id": "source:pmid:26407991", "type": "manuscript", "label": "PMID 26407991 full text"}, {"id": "data:geo:None", "type": "dataset", "label": "GEO None"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-26407991", "type": "extraction", "used": ["source:pmid:26407991"], "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:26407991", "parent_hash": "sha256:649ad6b8b609a7a782dc22791536f97da9fe2a7dc93512f5e3513469258d92f2", "fork_of": null, "generation": 1}, "gaps": ["execution.not_run", "method", "operations", "review.human_critique", "review.independent_reader", "review.machine_critique", "step:obtain_source_data blocked on data:accession_absent"], "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": ["an Roots' Tolerances to Salinity Revealed by Proteomic and Phosphoproteomic Comparisons Between Two", "ovement through genetic engineering. Current proteomic technologies, which support reliable and hig", "rent study, we compared phosphoproteomic and proteomic changes in roots of different soybean seedli", "s were compared using LC MS/MS based shotgun proteomic analysis, and expression pattern of all the"], "order_basis": "paper_text_order:19", "id": "assay:1"}]}