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

pmid:25181601

Differential cysteine labeling and global label-free proteomics reveals an altered metabolic state in skeletal muscle aging.

Brian McDonagh · Giorgos K Sakellariou · Neil T Smith · Philip Brownridge · Malcolm J Jackson

Journal of proteome research · 2014 doi:10.1021/pr5006394

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
id
pmid:25181601
kind
science-record
content_hash
sha256:4a14410ea349c15caf7dc9682b2fe39add448a7b9922b569cc6c60e9672d734a
schema
https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json
created_at
2026-11-01T15:40:06Z
updated_at
2026-11-01T21:58:21Z
generator object · 2 fields
name
corpus-assay-engine
run_id
reading-sci-2026-11-01
paper object · 10 fields
state
complete
title
Differential cysteine labeling and global label-free proteomics reveals an altered metabolic state in skeletal muscle aging.
doi
10.1021/pr5006394
pmid
25181601
authors array · 5 items
[0]
Brian McDonagh
[1]
Giorgos K Sakellariou
[2]
Neil T Smith
[3]
Philip Brownridge
[4]
Malcolm J Jackson
journal
Journal of proteome research
year
2014
abstract
The molecular mechanisms underlying skeletal muscle aging and associated sarcopenia have been linked to an altered oxidative status of redox-sensitive proteins. Reactive oxygen and reactive nitrogen species (ROS/RNS) generated by contracting skeletal muscle are necessary for optimal protein function, signaling, and adaptation. To investigate the redox proteome of aging gastrocnemius muscles from adult and old male mice, we developed a label-free quantitative proteomic approach that includes a differential cysteine labeling step. The approach allows simultaneous identification of up- and downregulated proteins between samples in addition to the identification and relative quantification of the reversible oxidation state of susceptible redox cysteine residues. Results from muscles of adult and old mice indicate significant changes in the content of chaperone, glucose metabolism, and cytoskeletal regulatory proteins, including Protein DJ-1, cAMP-dependent protein kinase type II, 78 kDa glucose regulated protein, and a reduction in the number of redox-responsive proteins identified in muscle of old mice. Results demonstrate skeletal muscle aging causes a reduction in redox-sensitive proteins involved in the generation of precursor metabolites and energy metabolism, indicating a loss in the flexibility of the redox energy response. Data is available via ProteomeXchange with identifier PXD001054.
claims array · 2 items
[0] object · 6 fields
id
claim-method
statement
The m/z values and retention times of identified redox peptides were utilized for a targeted redox quantification analysis of the parent ion intensity with Skyline.
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:25181601
locator
sections[14] "Targeted Analysis and Quantification of Redox Peptides Detected from Adult and Old Mice" paragraph 2
quote
The m/z values and retention times of identified redox peptides were utilized for a targeted redox quantification analysis of the parent ion intensity with Skyline.
state
complete
[1] object · 6 fields
id
claim-data-access
statement
The mass spectrometry proteomics data has been deposited with the ProteomeXchange Consortium (http://proteomecentral.proteomexchange.org) via the PRIDE partner repository19 with the data set identifier PXD001054. All proteomic data has been uploaded and is publically available through the ProteomeXchange consortium
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:25181601
locator
sections[6] "LC–MS/MS and Label-Free MS Quantification" paragraph 3
quote
The mass spectrometry proteomics data has been deposited with the ProteomeXchange Consortium (http://proteomecentral.proteomexchange.org) via the PRIDE partner repository19 with the data set identifier PXD001054. All proteomic data has been uploaded and is publically available through the ProteomeXchange consortium
state
complete
gaps array · 0 items
experiment object · 8 fields
state
complete
objective
null
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:25181601
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
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.
parameters object · 0 fields
inputs array · 1 item
[0]
data:geo:PXD001054
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 · 1 item
[0]
data:geo:PXD001054
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 · 0 items
data object · 3 fields
state
partial
assets array · 3 items
[0] object · 15 fields
id
source:pmid:25181601
role
manuscript
format
xml
media_type
application/xml
uri
https://doi.org/10.1021/pr5006394
sha256
sha256:a04473f48dd8c26c805d762620c4bc40592a569a97d2cd11c2772ff8804b7ef1
bytes
61135
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
10.1021/pr5006394
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
PMC4227305
source
europe_pmc_fulltext
coverage
whole_body
text_hash_scope
rendered_section_body
[1] object · 15 fields
id
data:geo:PXD001054
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=PXD001054
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
PXD001054
version
null
note
The mass spectrometry proteomics data has been deposited with the ProteomeXchange Consortium (http://proteomecentral.proteomexchange.org) via the PRIDE partner repository19 with the data set identifier PXD001054. All proteomic data has been uploaded and is publically available through the ProteomeXchange consortium
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The mass spectrometry proteomics data has been deposited with the ProteomeXchange Consortium (http://proteomecentral.proteomexchange.org) via the PRIDE partner repository19 with the data set identifier PXD001054. All proteomic data has been uploaded and is publically available through the ProteomeXchange consortium
access_statement_kind
data_availability_statement
sample_accessions array · 0 items
sample_count
null
group_sizes
null
group_sizes_basis
null
platform
null
taxon
null
title
Redox Proteome of Skeletal Muscle
resolution_checked_at
2026-10-31T18:35:55Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[2] object · 16 fields
id
asset:table:pmid:25181601:1
role
table
format
jats-table
media_type
application/vnd.jats.table+json
uri
null
sha256
sha256:4a5f401bec8fe3a19470307236c8efeac0d306c832e1d6dd0db7d608d6c4a494
bytes
6408
access
open
state
verified
reader
read_table
reader_status
available
identifier
section[13]/table-wrap[1]#tbl1
version
null
note
List of Proteins Containing Redox-Sensitive Cys Residues Detected by the Redox Proteomic Approacha
structure object · 5 fields
pmcid
PMC4227305
section_index
13
section_title
Redox Analysis of Skeletal Muscle Cys-Containing Proteins from Adult and Old Mice
row_count
92
column_count
7
table object · 8 fields
label
Table 1
caption
List of Proteins Containing Redox-Sensitive Cys Residues Detected by the Redox Proteomic Approacha
rows array · 92 items
[0] array · 7 items
[0]
accession
[1]
protein
[2]
adult vs aged
[3]
(−log10 P)
[4]
redox Cys
[5]
adult red/ox
[6]
old red/ox
[1] array · 7 items
[0]
P63101
[1]
14-3-3 protein zeta/delta (Ywhaz)
[2]
1.32:1.00
[3]
8.88
[4]
Cys94
[5]
2.35
[6]
0.772
[2] array · 7 items
[0]
P61982
[1]
14-3-3 protein gamma (Ywhag)
[2]
1.24:1.00
[3]
6.97
[4]
Cys112
[5]
18.98
[6]
100
[3] array · 7 items
[0]
P47857
[1]
6-Phosphofructokinase, muscle type (Pfkm)
[2]
1.44:1.00
[3]
13.77
[4]
Cys709
[5]
10.3
[6]
15.6
[4] array · 7 items
[0]
[1]
[2]
[3]
[4]
Cys351
[5]
3.01
[6]
3.98
[5] array · 7 items
[0]
Q99KIO
[1]
Aconitate hydratase, mitochondrial (Aco2)
[2]
1.05:1.00
[3]
5.61
[4]
Cys126
[5]
4.76
[6]
7.414
[6] array · 7 items
[0]
[1]
[2]
[3]
[4]
Cys385
[5]
2.38
[6]
3.62
[7] array · 7 items
[0]
[1]
[2]
[3]
[4]
Cys448/451**
[5]
1.77
[6]
19.01
[8] array · 7 items
[0]
P68134
[1]
Actin, alpha skeletal muscle (Actal)
[2]
0.58:1.00
[3]
25.79
[4]
Cys219
[5]
9.52
[6]
11.44
[9] array · 7 items
[0]
[1]
[2]
[3]
[4]
Cys259
[5]
5.18
[6]
9.17
[10] array · 7 items
[0]
[1]
[2]
[3]
[4]
Cys287
[5]
10.71
[6]
18.83
[11] array · 7 items
[0]
P07724
[1]
Serum albumin (Alb)
[2]
1.24:1.00
[3]
11.6
[4]
Cys58
[5]
1.46
[6]
1.37
[12] array · 7 items
[0]
[1]
[2]
[3]
[4]
Cys77
[5]
0.0045
[6]
0.00026
[13] array · 7 items
[0]
[1]
[2]
[3]
[4]
Cys289
[5]
0.0071
[6]
0.0053
[14] array · 7 items
[0]
[1]
[2]
[3]
[4]
Cys500/501**
[5]
0.002
[6]
0.003
[15] array · 7 items
[0]
[1]
[2]
[3]
[4]
Cys703
[5]
1.12
[6]
1.97
[16] array · 7 items
[0]
088990
[1]
Alpha-actinin-3 (Actn3)
[2]
0.34:1.00
[3]
18.14
[4]
Cys868
[5]
4.85
[6]
4.28
[17] array · 7 items
[0]
P05201
[1]
Aspartate aminotransferase, cytoplasmic (Gotl)
[2]
1.17:1.00
[3]
7.5
[4]
Cys391
[5]
10.58
[6]
26.43
[18] array · 7 items
[0]
P05202
[1]
Aspartate aminotransferase, mitochondrial (Got2)
[2]
1.10:1.00
[3]
6.86
[4]
Cys106
[5]
18.95
[6]
28.54
[19] array · 7 items
[0]
[1]
[2]
[3]
[4]
Cys187
[5]
0.866
[6]
0.093
[20] array · 7 items
[0]
[1]
[2]
[3]
[4]
Cys295
[5]
2.45
[6]
2.14
[21] array · 7 items
[0]
P16015
[1]
Carbonic anhydrase 3 (Ca3)
[2]
1.07:1.00
[3]
6.04
[4]
Cysl82/187*
[5]
33.11
[6]
0.194
[22] array · 7 items
[0]
Q9CZU6
[1]
Citrate synthase, mitochondrial (Cs)
[2]
1.21:1.00
[3]
9.83
[4]
Cys359
[5]
7.9
[6]
11.28
[23] array · 7 items
[0]
P45591
[1]
Cofilin-2 (Cfl2)
[2]
1.11:1.00
[3]
7.06
[4]
Cys80
[5]
34.44
[6]
67.18
[24] array · 7 items
[0]
P07310
[1]
Creatine kinase M-type (Ckm)
[2]
1.46:1.00
[3]
17.2
[4]
Cys146
[5]
7.41
[6]
7.01
[25] array · 7 items
[0]
[1]
[2]
[3]
[4]
Cys254
[5]
77.04
[6]
30.12
[26] array · 7 items
[0]
Q6P8J7
[1]
Creatine kinase S-type, mitochondrial (Ckmt2)
[2]
1.38:1.00
[3]
12.27
[4]
Cys180
[5]
4.69
[6]
6.86
[27] array · 7 items
[0]
[1]
[2]
[3]
[4]
Cys238
[5]
9.38
[6]
11.48
[28] array · 7 items
[0]
[1]
[2]
[3]
[4]
Cys317
[5]
12.55
[6]
24.72
[29] array · 7 items
[0]
P62631
[1]
Elongation factor 1-alpha 2 (Eef1a2)
[2]
1.09:1.00
[3]
6.29
[4]
Cys326
[5]
12.17
[6]
18.14
[30] array · 7 items
[0]
P21550
[1]
Beta-enolase (Eno3)
[2]
1.40:1.00
[3]
16.08
[4]
Cys337/339*
[5]
191.5
[6]
114.3
[31] array · 7 items
[0]
[1]
[2]
[3]
[4]
Cys389
[5]
12.66
[6]
20.24
[32] array · 7 items
[0]
[1]
[2]
[3]
[4]
Cys399
[5]
11.4
[6]
16.51
[33] array · 7 items
[0]
P05064
[1]
Fructose-bisphosphate aldolase A (Aldoa)
[2]
1.37:1.00
[3]
19.33
[4]
Cys73
[5]
7.85
[6]
7.63
[34] array · 7 items
[0]
[1]
[2]
[3]
[4]
Cysl35
[5]
8.15
[6]
8.12
[35] array · 7 items
[0]
[1]
[2]
[3]
[4]
Cys178
[5]
4.94
[6]
7.73
[36] array · 7 items
[0]
[1]
[2]
[3]
[4]
Cys202
[5]
18.64
[6]
12.9
[37] array · 7 items
[0]
[1]
[2]
[3]
[4]
Cys290
[5]
7.66
[6]
16.68
[38] array · 7 items
[0]
[1]
[2]
[3]
[4]
Cys339
[5]
10.83
[6]
16.93
[39] array · 7 items
[0]
P06745
[1]
Glucose-6-phosphate isomerase (Gpi)
[2]
1.26:1.00
[3]
8.4
[4]
Cysl33
[5]
7.72
[6]
6.76
[40] array · 7 items
[0]
[1]
[2]
[3]
[4]
Cys404
[5]
8.46
[6]
4.75
[41] array · 7 items
[0]
P16858
[1]
Glyceraldehyde-3-phosphate dehydrogenase (Gapdh)
[2]
4.64:1.00
[3]
81.41
[4]
Cys22
[5]
42.19
[6]
47.76
[42] array · 7 items
[0]
[1]
[2]
[3]
[4]
Cys150/154*
[5]
38.81
[6]
9.15
[43] array · 7 items
[0]
[1]
[2]
[3]
[4]
Cys245
[5]
18.15
[6]
11.33
[44] array · 7 items
[0]
Q9WUB3
[1]
Glycogen phosphorylase, muscle form (Pygm)
[2]
1.92:1.00
[3]
21.12
[4]
Cys172
[5]
45.85
[6]
135.8
[45] array · 7 items
[0]
[1]
[2]
[3]
[4]
Cys373
[5]
2.899
[6]
0.702
[46] array · 7 items
[0]
[1]
[2]
[3]
[4]
Cys496
[5]
25.91
[6]
41.06
[47] array · 7 items
[0]
Q99ME9
[1]
Nucleolar GTP-binding protein 1 (Gtpbp4)
[2]
0.97:1.00
[3]
6.02
[4]
Cys336
[5]
0.63
[6]
1.69
[48] array · 7 items
[0]
P63017
[1]
Heat shock cognate 71 kDa protein (Hspa8)
[2]
1.29:1.00
[3]
10.21
[4]
Cys267
[5]
21.4
[6]
14.99
[49] array · 7 items
[0]
[1]
[2]
[3]
[4]
Cys603
[5]
13.19
[6]
26.49
[50] array · 7 items
[0]
P70349
[1]
Histidine triad nucleotide-binding protein 1 (Hintl)
[2]
0.99:1.00
[3]
5.26
[4]
Cys38
[5]
2.25
[6]
6.54
[51] array · 7 items
[0]
P06151
[1]
L-lactate dehydrogenase A chain (Ldha)
[2]
1.62:1.00
[3]
24.66
[4]
Cys84
[5]
22.63
[6]
26.33
[52] array · 7 items
[0]
[1]
[2]
[3]
[4]
Cys163
[5]
12.99
[6]
21.44
[53] array · 7 items
[0]
P51174
[1]
Long-chain specific acyl-CoA dehydrogenase, mitochondrial (Acadl)
[2]
1.03:1.00
[3]
5.15
[4]
Cys166
[5]
14.55
[6]
13.59
[54] array · 7 items
[0]
[1]
[2]
[3]
[4]
Cys351
[5]
16.21
[6]
8.48
[55] array · 7 items
[0]
P14152
[1]
Malate dehydrogenase, cytoplasmic (Mdhl)
[2]
1.29:1.00
[3]
10.52
[4]
Cys137
[5]
15.31
[6]
18.61
[56] array · 7 items
[0]
[1]
[2]
[3]
[4]
Cys154
[5]
20.34
[6]
13.59
[57] array · 7 items
[0]
P08249
[1]
Malate dehydrogenase, mitochondrial (Mdh2)
[2]
1.24:1.00
[3]
9.81
[4]
Cys89
[5]
6.83
[6]
10.93
[58] array · 7 items
[0]
[1]
[2]
[3]
[4]
Cys93
[5]
11.08
[6]
24.99
[59] array · 7 items
[0]
Q9DCX2
[1]
ATP synthase subunit d mitochondrial (Atp5h)
[2]
1.37:1.00
[3]
6.48
[4]
Cys101
[5]
16.67
[6]
4.36
[60] array · 7 items
[0]
P04247
[1]
Myoglobin (Mb)
[2]
0.93:1.00
[3]
7.64
[4]
Cys67
[5]
12.92
[6]
26.8
[61] array · 7 items
[0]
Q5SX39
[1]
Myosin-4 (Myh4)
[2]
1.59:1.00
[3]
23.88
[4]
Cys796
[5]
2.31
[6]
6.47
[62] array · 7 items
[0]
[1]
[2]
[3]
[4]
Cys817
[5]
9.94
[6]
10.16
[63] array · 7 items
[0]
[1]
[2]
[3]
[4]
Cys1344
[5]
7.76
[6]
24.07
[64] array · 7 items
[0]
[1]
[2]
[3]
[4]
Cys1443
[5]
1.23
[6]
0.049
[65] array · 7 items
[0]
P97457
[1]
Myosin regulatory light chain 2, skeletal muscle isoform (Mylpf)
[2]
0.59:1.00
[3]
23.8
[4]
Cys128
[5]
6.85
[6]
6.96
[66] array · 7 items
[0]
[1]
[2]
[3]
[4]
Cys157
[5]
1.54
[6]
0.1043
[67] array · 7 items
[0]
P05977
[1]
Myosin light chain 1/3, skeletal muscle isoform (Myl1)
[2]
0.57:1.00
[3]
22.26
[4]
Cys62
[5]
30.75
[6]
83.28
[68] array · 7 items
[0]
Q91YTO
[1]
NADH dehydrogenase [ubiquinone] flavoprotein 1, mitochondrial
[2]
0.86:1.00
[3]
4.33
[4]
Cys127
[5]
5.33
[6]
10.37
[69] array · 7 items
[0]
Q01768
[1]
Nucleoside diphosphate kinase B (Nme2)
[2]
1.39:1.00
[3]
7.31
[4]
Cys109
[5]
16.62
[6]
26.22
[70] array · 7 items
[0]
[1]
[2]
[3]
[4]
Cys145
[5]
9.26
[6]
12.91
[71] array · 7 items
[0]
P17742
[1]
Peptidyl-prolyl cis–trans isomerase A (Ppia)
[2]
1.96:1.00
[3]
23.34
[4]
Cys161
[5]
7.56
[6]
6.16
[72] array · 7 items
[0]
Q9D0F9
[1]
Phosphoglucomutase-1 (Pgml)
[2]
1.60:1.00
[3]
22.56
[4]
Cys160
[5]
50.33
[6]
32.61
[73] array · 7 items
[0]
[1]
[2]
[3]
[4]
Cys374
[5]
22.65
[6]
53.12
[74] array · 7 items
[0]
P09411
[1]
Phosohoglycerate kinase 1 (Pgkl)
[2]
3.12:1.00
[3]
67.17
[4]
Cys379/380*
[5]
32.69
[6]
31.7
[75] array · 7 items
[0]
O70250
[1]
Phosphoglycerate mutase 2 (Pgam2)
[2]
4.18:1.00
[3]
91.19
[4]
Cys23
[5]
21.96
[6]
95.46
[76] array · 7 items
[0]
[1]
[2]
[3]
[4]
Cys153
[5]
2.105
[6]
0.306
[77] array · 7 items
[0]
Q99LXO
[1]
Protein DJ-1 (Park7)
[2]
2.31:1.00
[3]
32.32
[4]
Cys53
[5]
42.05
[6]
53.66
[78] array · 7 items
[0]
P52480
[1]
Pyruvate kinase isozymes M1/M2 (Pkm2)
[2]
1.43:1.00
[3]
15.87
[4]
Cys49
[5]
10.98
[6]
35.88
[79] array · 7 items
[0]
[1]
[2]
[3]
[4]
Cys358
[5]
10.32
[6]
18.14
[80] array · 7 items
[0]
[1]
[2]
[3]
[4]
Cys474
[5]
16.88
[6]
93.68
[81] array · 7 items
[0]
Q921I1
[1]
Serotransferrin (Tf)
[2]
1.05:1.00
[3]
6.28
[4]
Cys683
[5]
0.016
[6]
0.03
[82] array · 7 items
[0]
P08228
[1]
Superoxide dismutase [Cu–Zn] (Sodl)
[2]
1.21:1.00
[3]
9
[4]
Cys796
[5]
0.83
[6]
0.48
[83] array · 7 items
[0]
[1]
[2]
[3]
[4]
Cys147
[5]
0.54
[6]
0.34
[84] array · 7 items
[0]
[1]
[2]
[3]
[4]
Cys220
[5]
0.711
[6]
ND
[85] array · 7 items
[0]
P17751
[1]
Triosephosphate isomerase (Tpi 1)
[2]
1.44:1.00
[3]
18.54
[4]
Cys117
[5]
11.94
[6]
51.84
[86] array · 7 items
[0]
[1]
[2]
[3]
[4]
Cys177
[5]
15.03
[6]
24.62
[87] array · 7 items
[0]
[1]
[2]
[3]
[4]
Cys268
[5]
4.73
[6]
5.84
[88] array · 7 items
[0]
P58771
[1]
Tropomyosin alpha-1 chain (Tpml)
[2]
0.95:1.00
[3]
9.59
[4]
Cys190
[5]
9.56
[6]
19.4
[89] array · 7 items
[0]
P58774
[1]
Tropomyosin beta chain (Tpm2)
[2]
0.93:1.00
[3]
8.23
[4]
Cys36
[5]
11.72
[6]
7.91
[90] array · 7 items
[0]
[1]
[2]
[3]
[4]
Cys190
[5]
8.51
[6]
5.29
[91] array · 7 items
[0]
P13412
[1]
Troponin I, fast skeletal muscle (Tnni2)
[2]
0.77:1.00
[3]
11.64
[4]
Cys134
[5]
10.26
[6]
19.46
locator
section[13]/table-wrap[1]#tbl1
gaps array · 2 items
[0]
asset:data:geo:PXD001054 not downloaded
[1]
asset:data:geo:PXD001054 licence not read
analysis object · 4 fields
state
partial
methods array · 2 items
[0] object · 10 fields
id
method-1
family
image_quantification
specific
densitometry
label
Image analysis / quantification
dsl_operations array · 2 items
[0]
segment_objects
[1]
quantify_intensity
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[0]
image_stack
evidence object · 3 fields
score
0.8
band
high
quote
densitometr
[1] object · 10 fields
id
method-2
family
null
specific
null
label
Targeted LC–MS redox quantification using Skyline
dsl_operations array · 0 items
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 0 items
evidence object · 3 fields
score
1
band
verbatim
quote
The m/z values and retention times of identified redox peptides were utilized for a targeted redox quantification analysis of the parent ion intensity with Skyline.
targets array · 0 items
gaps array · 1 item
[0]
method.reader_named_unmapped
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
complete
tier
R1
blocked_on
nothing:replicable_now
axes object · 3 fields
method object · 5 fields
tier
R1
expressible
true
required_operations array · 2 items
[0]
segment_objects
[1]
quantify_intensity
missing_operations array · 0 items
basis
The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: densitometry.
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
R1
reachable
true
accessions array · 1 item
[0]
PXD001054
resolved_accessions array · 1 item
[0]
PXD001054
statements array · 1 item
[0]
The mass spectrometry proteomics data has been deposited with the ProteomeXchange Consortium (http://proteomecentral.proteomexchange.org) via the PRIDE partner repository19 with the data set identifier PXD001054. All proteomic data has been uploaded and is publically available through the ProteomeXchange consortium
basis
The paper names PXD001054 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 object · 3 fields
dsl_operations array · 2 items
[0]
segment_objects
[1]
quantify_intensity
assets array · 3 items
[0]
source:pmid:25181601
[1]
data:geo:PXD001054
[2]
asset:table:pmid:25181601:1
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:PXD001054
gaps array · 0 items
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
null
independence
same_provider
evidence_check object · 2 fields
method
verbatim
availability
verbatim
calls
0
usage object · 0 fields
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:25181601
type
paper
label
pmid:25181601
[1] object · 3 fields
id
source:pmid:25181601
type
manuscript
label
PMID 25181601 full text
[2] object · 3 fields
id
data:geo:PXD001054
type
dataset
label
GEO PXD001054
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:25181601
type
paper
label
pmid:25181601
[1] object · 3 fields
id
source:pmid:25181601
type
manuscript
label
PMID 25181601 full text
[2] object · 3 fields
id
data:geo:PXD001054
type
dataset
label
GEO PXD001054
agent
agent:corpus-assay-engine
[1] object · 4 fields
id
activity-read-25181601
type
extraction
used array · 1 item
[0]
source:pmid:25181601
agent
agent:minimax-reader
[2] object · 4 fields
id
activity-resolve-PXD001054
type
accession_resolution
used array · 1 item
[0]
data:geo:PXD001054
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:25181601
parent_hash
sha256:ee0d32a5e1418da541b10dc0d0974773f98b707bb192147f0b7e067acc500e40
fork_of
null
gaps array · 7 items
[0]
asset:data:geo:PXD001054 licence not read
[1]
asset:data:geo:PXD001054 not downloaded
[2]
execution.not_run
[3]
method.reader_named_unmapped
[4]
review.human_critique
[5]
review.independent_reader
[6]
review.machine_critique
assays array · 3 items
[0] object · 11 fields
role
data_generation
definition_id
animal_model
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]
(12 months) and old (25 months) C57BL/6 male mice were purchased from Charles River and housed in t
[1]
animals. Park7 has previously been reported in vivo and in vitro to be a target of S-nitrosylati
[2]
dissected. A gastrocnemius muscle from each mouse was placed immediately in thiol blocking buf
[3]
corresponding gastrocnemius muscle from each mouse was snap-frozen in liquid nitrogen and store
order_basis
paper_text_order:1791
id
assay:1
[1] object · 11 fields
role
data_generation
definition_id
western_blot
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]
y 0.8, and at least one unique peptide). (B) Western blotting for Grp78, Gst P1, Hsp70, and Cryab. (C) Str
[1]
ocnemius muscle from adult and old mice. (B) Western blotting validation of aconitase expression. (C) Acon
[2]
date the label-free quantification approach, immunoblotting of a number of the differentially regulated
[3]
ated proteins was performed. Figure 3B shows immunoblots and densitometry of the bands for Grp78, Gst
order_basis
paper_text_order:5724
id
assay:2
[2] object · 11 fields
role
analysis
definition_id
image_quantification
definition_version
f2132e96ae6c7a4e
required_operations array · 2 items
[0]
segment_objects
[1]
quantify_intensity
support_state
supported
source_hashes object · 1 field
dsl_catalogue
f2132e96ae6c7a4e
evidence array · 1 item
[0]
densitometr
order_basis
consumes_earlier_output
id
assay:3
Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:25181601", "kind": "science-record", "revision": 7, "content_hash": "sha256:4a14410ea349c15caf7dc9682b2fe39add448a7b9922b569cc6c60e9672d734a", "created_at": "2026-11-01T15:40:06Z", "updated_at": "2026-11-01T21:58:21Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Differential cysteine labeling and global label-free proteomics reveals an altered metabolic state in skeletal muscle aging.", "doi": "10.1021/pr5006394", "pmid": "25181601", "authors": ["Brian McDonagh", "Giorgos K Sakellariou", "Neil T Smith", "Philip Brownridge", "Malcolm J Jackson"], "journal": "Journal of proteome research", "year": 2014, "abstract": "The molecular mechanisms underlying skeletal muscle aging and associated sarcopenia have been linked to an altered oxidative status of redox-sensitive proteins. Reactive oxygen and reactive nitrogen species (ROS/RNS) generated by contracting skeletal muscle are necessary for optimal protein function, signaling, and adaptation. To investigate the redox proteome of aging gastrocnemius muscles from adult and old male mice, we developed a label-free quantitative proteomic approach that includes a differential cysteine labeling step. The approach allows simultaneous identification of up- and downregulated proteins between samples in addition to the identification and relative quantification of the reversible oxidation state of susceptible redox cysteine residues. Results from muscles of adult and old mice indicate significant changes in the content of chaperone, glucose metabolism, and cytoskeletal regulatory proteins, including Protein DJ-1, cAMP-dependent protein kinase type II, 78 kDa glucose regulated protein, and a reduction in the number of redox-responsive proteins identified in muscle of old mice. Results demonstrate skeletal muscle aging causes a reduction in redox-sensitive proteins involved in the generation of precursor metabolites and energy metabolism, indicating a loss in the flexibility of the redox energy response. Data is available via ProteomeXchange with identifier PXD001054.", "claims": [{"id": "claim-method", "statement": "The m/z values and retention times of identified redox peptides were utilized for a targeted redox quantification analysis of the parent ion intensity with Skyline.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:25181601", "locator": "sections[14] \"Targeted Analysis and Quantification of Redox Peptides Detected from Adult and Old Mice\" paragraph 2", "quote": "The m/z values and retention times of identified redox peptides were utilized for a targeted redox quantification analysis of the parent ion intensity with Skyline."}], "state": "complete"}, {"id": "claim-data-access", "statement": "The mass spectrometry proteomics data has been deposited with the ProteomeXchange Consortium (http://proteomecentral.proteomexchange.org) via the PRIDE partner repository19 with the data set identifier PXD001054. All proteomic data has been uploaded and is publically available through the ProteomeXchange consortium", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:25181601", "locator": "sections[6] \"LC–MS/MS and Label-Free MS Quantification\" paragraph 3", "quote": "The mass spectrometry proteomics data has been deposited with the ProteomeXchange Consortium (http://proteomecentral.proteomexchange.org) via the PRIDE partner repository19 with the data set identifier PXD001054. All proteomic data has been uploaded and is publically available through the ProteomeXchange consortium"}], "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:25181601"], "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:PXD001054"], "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:PXD001054"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:25181601", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1021/pr5006394", "sha256": "sha256:a04473f48dd8c26c805d762620c4bc40592a569a97d2cd11c2772ff8804b7ef1", "bytes": 61135, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.1021/pr5006394", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC4227305", "source": "europe_pmc_fulltext", "coverage": "whole_body", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:PXD001054", "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=PXD001054", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "PXD001054", "version": null, "note": "The mass spectrometry proteomics data has been deposited with the ProteomeXchange Consortium (http://proteomecentral.proteomexchange.org) via the PRIDE partner repository19 with the data set identifier PXD001054. All proteomic data has been uploaded and is publically available through the ProteomeXchange consortium", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The mass spectrometry proteomics data has been deposited with the ProteomeXchange Consortium (http://proteomecentral.proteomexchange.org) via the PRIDE partner repository19 with the data set identifier PXD001054. All proteomic data has been uploaded and is publically available through the ProteomeXchange consortium", "access_statement_kind": "data_availability_statement", "sample_accessions": [], "sample_count": null, "group_sizes": null, "group_sizes_basis": null, "platform": null, "taxon": null, "title": "Redox Proteome of Skeletal Muscle", "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:25181601:1", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:4a5f401bec8fe3a19470307236c8efeac0d306c832e1d6dd0db7d608d6c4a494", "bytes": 6408, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[13]/table-wrap[1]#tbl1", "version": null, "note": "List of Proteins Containing Redox-Sensitive Cys Residues Detected by the Redox Proteomic Approacha", "structure": {"pmcid": "PMC4227305", "section_index": 13, "section_title": "Redox Analysis of Skeletal Muscle Cys-Containing Proteins from Adult and Old Mice", "row_count": 92, "column_count": 7}, "table": {"label": "Table 1", "caption": "List of Proteins Containing Redox-Sensitive Cys Residues Detected by the Redox Proteomic Approacha", "rows": [["accession", "protein", "adult vs aged", "(−log10 P)", "redox Cys", "adult red/ox", "old red/ox"], ["P63101", "14-3-3 protein zeta/delta (Ywhaz)", "1.32:1.00", "8.88", "Cys94", "2.35", "0.772"], ["P61982", "14-3-3 protein gamma (Ywhag)", "1.24:1.00", "6.97", "Cys112", "18.98", "100"], ["P47857", "6-Phosphofructokinase, muscle type (Pfkm)", "1.44:1.00", "13.77", "Cys709", "10.3", "15.6"], ["", "", "", "", "Cys351", "3.01", "3.98"], ["Q99KIO", "Aconitate hydratase, mitochondrial (Aco2)", "1.05:1.00", "5.61", "Cys126", "4.76", "7.414"], ["", "", "", "", "Cys385", "2.38", "3.62"], ["", "", "", "", "Cys448/451**", "1.77", "19.01"], ["P68134", "Actin, alpha skeletal muscle (Actal)", "0.58:1.00", "25.79", "Cys219", "9.52", "11.44"], ["", "", "", "", "Cys259", "5.18", "9.17"], ["", "", "", "", "Cys287", "10.71", "18.83"], ["P07724", "Serum albumin (Alb)", "1.24:1.00", "11.6", "Cys58", "1.46", "1.37"], ["", "", "", "", "Cys77", "0.0045", "0.00026"], ["", "", "", "", "Cys289", "0.0071", "0.0053"], ["", "", "", "", "Cys500/501**", "0.002", "0.003"], ["", "", "", "", "Cys703", "1.12", "1.97"], ["088990", "Alpha-actinin-3 (Actn3)", "0.34:1.00", "18.14", "Cys868", "4.85", "4.28"], ["P05201", "Aspartate aminotransferase, cytoplasmic (Gotl)", "1.17:1.00", "7.5", "Cys391", "10.58", "26.43"], ["P05202", "Aspartate aminotransferase, mitochondrial (Got2)", "1.10:1.00", "6.86", "Cys106", "18.95", "28.54"], ["", "", "", "", "Cys187", "0.866", "0.093"], ["", "", "", "", "Cys295", "2.45", "2.14"], ["P16015", "Carbonic anhydrase 3 (Ca3)", "1.07:1.00", "6.04", "Cysl82/187*", "33.11", "0.194"], ["Q9CZU6", "Citrate synthase, mitochondrial (Cs)", "1.21:1.00", "9.83", "Cys359", "7.9", "11.28"], ["P45591", "Cofilin-2 (Cfl2)", "1.11:1.00", "7.06", "Cys80", "34.44", "67.18"], ["P07310", "Creatine kinase M-type (Ckm)", "1.46:1.00", "17.2", "Cys146", "7.41", "7.01"], ["", "", "", "", "Cys254", "77.04", "30.12"], ["Q6P8J7", "Creatine kinase S-type, mitochondrial (Ckmt2)", "1.38:1.00", "12.27", "Cys180", "4.69", "6.86"], ["", "", "", "", "Cys238", "9.38", "11.48"], ["", "", "", "", "Cys317", "12.55", "24.72"], ["P62631", "Elongation factor 1-alpha 2 (Eef1a2)", "1.09:1.00", "6.29", "Cys326", "12.17", "18.14"], ["P21550", "Beta-enolase (Eno3)", "1.40:1.00", "16.08", "Cys337/339*", "191.5", "114.3"], ["", "", "", "", "Cys389", "12.66", "20.24"], ["", "", "", "", "Cys399", "11.4", "16.51"], ["P05064", "Fructose-bisphosphate aldolase A (Aldoa)", "1.37:1.00", "19.33", "Cys73", "7.85", "7.63"], ["", "", "", "", "Cysl35", "8.15", "8.12"], ["", "", "", "", "Cys178", "4.94", "7.73"], ["", "", "", "", "Cys202", "18.64", "12.9"], ["", "", "", "", "Cys290", "7.66", "16.68"], ["", "", "", "", "Cys339", "10.83", "16.93"], ["P06745", "Glucose-6-phosphate isomerase (Gpi)", "1.26:1.00", "8.4", "Cysl33", "7.72", "6.76"], ["", "", "", "", "Cys404", "8.46", "4.75"], ["P16858", "Glyceraldehyde-3-phosphate dehydrogenase (Gapdh)", "4.64:1.00", "81.41", "Cys22", "42.19", "47.76"], ["", "", "", "", "Cys150/154*", "38.81", "9.15"], ["", "", "", "", "Cys245", "18.15", "11.33"], ["Q9WUB3", "Glycogen phosphorylase, muscle form (Pygm)", "1.92:1.00", "21.12", "Cys172", "45.85", "135.8"], ["", "", "", "", "Cys373", "2.899", "0.702"], ["", "", "", "", "Cys496", "25.91", "41.06"], ["Q99ME9", "Nucleolar GTP-binding protein 1 (Gtpbp4)", "0.97:1.00", "6.02", "Cys336", "0.63", "1.69"], ["P63017", "Heat shock cognate 71 kDa protein (Hspa8)", "1.29:1.00", "10.21", "Cys267", "21.4", "14.99"], ["", "", "", "", "Cys603", "13.19", "26.49"], ["P70349", "Histidine triad nucleotide-binding protein 1 (Hintl)", "0.99:1.00", "5.26", "Cys38", "2.25", "6.54"], ["P06151", "L-lactate dehydrogenase A chain (Ldha)", "1.62:1.00", "24.66", "Cys84", "22.63", "26.33"], ["", "", "", "", "Cys163", "12.99", "21.44"], ["P51174", "Long-chain specific acyl-CoA dehydrogenase, mitochondrial (Acadl)", "1.03:1.00", "5.15", "Cys166", "14.55", "13.59"], ["", "", "", "", "Cys351", "16.21", "8.48"], ["P14152", "Malate dehydrogenase, cytoplasmic (Mdhl)", "1.29:1.00", "10.52", "Cys137", "15.31", "18.61"], ["", "", "", "", "Cys154", "20.34", "13.59"], ["P08249", "Malate dehydrogenase, mitochondrial (Mdh2)", "1.24:1.00", "9.81", "Cys89", "6.83", "10.93"], ["", "", "", "", "Cys93", "11.08", "24.99"], ["Q9DCX2", "ATP synthase subunit d mitochondrial (Atp5h)", "1.37:1.00", "6.48", "Cys101", "16.67", "4.36"], ["P04247", "Myoglobin (Mb)", "0.93:1.00", "7.64", "Cys67", "12.92", "26.8"], ["Q5SX39", "Myosin-4 (Myh4)", "1.59:1.00", "23.88", "Cys796", "2.31", "6.47"], ["", "", "", "", "Cys817", "9.94", "10.16"], ["", "", "", "", "Cys1344", "7.76", "24.07"], ["", "", "", "", "Cys1443", "1.23", "0.049"], ["P97457", "Myosin regulatory light chain 2, skeletal muscle isoform (Mylpf)", "0.59:1.00", "23.8", "Cys128", "6.85", "6.96"], ["", "", "", "", "Cys157", "1.54", "0.1043"], ["P05977", "Myosin light chain 1/3, skeletal muscle isoform (Myl1)", "0.57:1.00", "22.26", "Cys62", "30.75", "83.28"], ["Q91YTO", "NADH dehydrogenase [ubiquinone] flavoprotein 1, mitochondrial", "0.86:1.00", "4.33", "Cys127", "5.33", "10.37"], ["Q01768", "Nucleoside diphosphate kinase B (Nme2)", "1.39:1.00", "7.31", "Cys109", "16.62", "26.22"], ["", "", "", "", "Cys145", "9.26", "12.91"], ["P17742", "Peptidyl-prolyl cis–trans isomerase A (Ppia)", "1.96:1.00", "23.34", "Cys161", "7.56", "6.16"], ["Q9D0F9", "Phosphoglucomutase-1 (Pgml)", "1.60:1.00", "22.56", "Cys160", "50.33", "32.61"], ["", "", "", "", "Cys374", "22.65", "53.12"], ["P09411", "Phosohoglycerate kinase 1 (Pgkl)", "3.12:1.00", "67.17", "Cys379/380*", "32.69", "31.7"], ["O70250", "Phosphoglycerate mutase 2 (Pgam2)", "4.18:1.00", "91.19", "Cys23", "21.96", "95.46"], ["", "", "", "", "Cys153", "2.105", "0.306"], ["Q99LXO", "Protein DJ-1 (Park7)", "2.31:1.00", "32.32", "Cys53", "42.05", "53.66"], ["P52480", "Pyruvate kinase isozymes M1/M2 (Pkm2)", "1.43:1.00", "15.87", "Cys49", "10.98", "35.88"], ["", "", "", "", "Cys358", "10.32", "18.14"], ["", "", "", "", "Cys474", "16.88", "93.68"], ["Q921I1", "Serotransferrin (Tf)", "1.05:1.00", "6.28", "Cys683", "0.016", "0.03"], ["P08228", "Superoxide dismutase [Cu–Zn] (Sodl)", "1.21:1.00", "9", "Cys796", "0.83", "0.48"], ["", "", "", "", "Cys147", "0.54", "0.34"], ["", "", "", "", "Cys220", "0.711", "ND"], ["P17751", "Triosephosphate isomerase (Tpi 1)", "1.44:1.00", "18.54", "Cys117", "11.94", "51.84"], ["", "", "", "", "Cys177", "15.03", "24.62"], ["", "", "", "", "Cys268", "4.73", "5.84"], ["P58771", "Tropomyosin alpha-1 chain (Tpml)", "0.95:1.00", "9.59", "Cys190", "9.56", "19.4"], ["P58774", "Tropomyosin beta chain (Tpm2)", "0.93:1.00", "8.23", "Cys36", "11.72", "7.91"], ["", "", "", "", "Cys190", "8.51", "5.29"], ["P13412", "Troponin I, fast skeletal muscle (Tnni2)", "0.77:1.00", "11.64", "Cys134", "10.26", "19.46"]], "row_count": 92, "column_count": 7, "numeric_cells": 428, "header_rows": 1, "locator": "section[13]/table-wrap[1]#tbl1"}}], "gaps": ["asset:data:geo:PXD001054 not downloaded", "asset:data:geo:PXD001054 licence not read"]}, "analysis": {"state": "partial", "methods": [{"id": "method-1", "family": "image_quantification", "specific": "densitometry", "label": "Image analysis / quantification", "dsl_operations": ["segment_objects", "quantify_intensity"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["image_stack"], "evidence": {"score": 0.8, "band": "high", "quote": "densitometr"}}, {"id": "method-2", "family": null, "specific": null, "label": "Targeted LC–MS redox quantification using Skyline", "dsl_operations": [], "missing_operations": [], "expressible": null, "parameters": {}, "data_shapes": [], "evidence": {"score": 1.0, "band": "verbatim", "quote": "The m/z values and retention times of identified redox peptides were utilized for a targeted redox quantification analysis of the parent ion intensity with Skyline."}}], "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": ["segment_objects", "quantify_intensity"], "missing_operations": [], "basis": "The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: densitometry."}, "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": ["PXD001054"], "resolved_accessions": ["PXD001054"], "statements": ["The mass spectrometry proteomics data has been deposited with the ProteomeXchange Consortium (http://proteomecentral.proteomexchange.org) via the PRIDE partner repository19 with the data set identifier PXD001054. All proteomic data has been uploaded and is publically available through the ProteomeXchange consortium"], "basis": "The paper names PXD001054 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": ["segment_objects", "quantify_intensity"], "assets": ["source:pmid:25181601", "data:geo:PXD001054", "asset:table:pmid:25181601:1"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:PXD001054"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": null, "independence": "same_provider"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 0, "usage": {}}, "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:25181601", "type": "paper", "label": "pmid:25181601"}, {"id": "source:pmid:25181601", "type": "manuscript", "label": "PMID 25181601 full text"}, {"id": "data:geo:PXD001054", "type": "dataset", "label": "GEO PXD001054"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:25181601", "type": "paper", "label": "pmid:25181601"}, {"id": "source:pmid:25181601", "type": "manuscript", "label": "PMID 25181601 full text"}, {"id": "data:geo:PXD001054", "type": "dataset", "label": "GEO PXD001054"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-25181601", "type": "extraction", "used": ["source:pmid:25181601"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-PXD001054", "type": "accession_resolution", "used": ["data:geo:PXD001054"], "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:25181601", "parent_hash": "sha256:ee0d32a5e1418da541b10dc0d0974773f98b707bb192147f0b7e067acc500e40", "fork_of": null, "generation": 6}, "gaps": ["asset:data:geo:PXD001054 licence not read", "asset:data:geo:PXD001054 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": ["(12 months) and old (25 months) C57BL/6 male mice were purchased from Charles River and housed in t", "animals. Park7 has previously been reported in vivo and in vitro to be a target of S-nitrosylati", "dissected. A gastrocnemius muscle from each mouse was placed immediately in thiol blocking buf", "corresponding gastrocnemius muscle from each mouse was snap-frozen in liquid nitrogen and store"], "order_basis": "paper_text_order:1791", "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": 0.99, "evidence": ["y 0.8, and at least one unique peptide). (B) Western blotting for Grp78, Gst P1, Hsp70, and Cryab. (C) Str", "ocnemius muscle from adult and old mice. (B) Western blotting validation of aconitase expression. (C) Acon", "date the label-free quantification approach, immunoblotting of a number of the differentially regulated", "ated proteins was performed. Figure 3B shows immunoblots and densitometry of the bands for Grp78, Gst"], "order_basis": "paper_text_order:5724", "id": "assay:2"}, {"role": "analysis", "definition_id": "image_quantification", "definition_version": "f2132e96ae6c7a4e", "definition_digest": null, "required_operations": ["segment_objects", "quantify_intensity"], "support_state": "supported", "source_hashes": {"dsl_catalogue": "f2132e96ae6c7a4e"}, "confidence": 0.8, "evidence": ["densitometr"], "order_basis": "consumes_earlier_output", "id": "assay:3"}]}