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

pmid:30726203

Reprogramming of Trypanosoma cruzi metabolism triggered by parasite interaction with the host cell extracellular matrix.

Eliciane C Mattos · Gisele Canuto · Nubia C Manchola · Rubens D M Magalhães · Thomas W M Crozier · Douglas J Lamont · Marina F M Tavares · Walter Colli · Michael A J Ferguson · Maria Júlia M Alves

PLoS neglected tropical diseases · 2019 doi:10.1371/journal.pntd.0007103

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:30726203
kind
science-record
content_hash
sha256:4aea0555b7f23f31ee40ed9535b430053348b735c9968fcacd5d9d52a69e2af9
schema
https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json
created_at
2026-11-01T15:40:42Z
updated_at
2026-11-01T21:21:58Z
generator object · 2 fields
name
corpus-assay-engine
run_id
reading-sci-2026-11-01
paper object · 10 fields
state
complete
title
Reprogramming of Trypanosoma cruzi metabolism triggered by parasite interaction with the host cell extracellular matrix.
doi
10.1371/journal.pntd.0007103
pmid
30726203
authors array · 10 items
[0]
Eliciane C Mattos
[1]
Gisele Canuto
[2]
Nubia C Manchola
[3]
Rubens D M Magalhães
[4]
Thomas W M Crozier
[5]
Douglas J Lamont
[6]
Marina F M Tavares
[7]
Walter Colli
[8]
Michael A J Ferguson
[9]
Maria Júlia M Alves
journal
PLoS neglected tropical diseases
year
2019
abstract
Trypanosoma cruzi, the etiological agent of Chagas' disease, affects 8 million people predominantly living in socioeconomic underdeveloped areas. T. cruzi trypomastigotes (Ty), the classical infective stage, interact with the extracellular matrix (ECM), an obligatory step before invasion of almost all mammalian cells in different tissues. Here we have characterized the proteome and phosphoproteome of T. cruzi trypomastigotes upon interaction with ECM (MTy) and the data are available via ProteomeXchange with identifier PXD010970. Proteins involved with metabolic processes (such as the glycolytic pathway), kinases, flagellum and microtubule related proteins, transport-associated proteins and RNA/DNA binding elements are highly represented in the pool of proteins modified by phosphorylation. Further, important metabolic switches triggered by this interaction with ECM were indicated by decreases in the phosphorylation of hexokinase, phosphofructokinase, fructose-2,6-bisphosphatase, phosphoglucomutase, phosphoglycerate kinase in MTy. Concomitantly, a decrease in the pyruvate and lactate and an increase of glucose and succinate contents were detected by GC-MS. These observations led us to focus on the changes in the glycolytic pathway upon binding of the parasite to the ECM. Inhibition of hexokinase, pyruvate kinase and lactate dehydrogenase activities in MTy were observed and this correlated with the phosphorylation levels of the respective enzymes. Putative kinases involved in protein phosphorylation altered upon parasite incubation with ECM were suggested by in silico analysis. Taken together, our results show that in addition to cytoskeletal changes and protease activation, a reprogramming of the trypomastigote metabolism is triggered by the interaction of the parasite with the ECM prior to cell invasion and differentiation into amastigotes, the multiplicative intracellular stage of T. cruzi in the vertebrate host.
claims array · 2 items
[0] object · 6 fields
id
claim-method
statement
Statistical analysis for validation of the results was performed by T Student test (two-tail, 95%).
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:30726203
locator
sections[11] "Proteome and Phosphoproteome data analysis" paragraph 2
quote
Statistical analysis for validation of the results was performed by T Student test (two-tail, 95%).
state
complete
[1] object · 6 fields
id
claim-data-access
statement
The mass spectrometry proteomics and phosphoproteomics data have been deposited to the ProteomeXchange Consortium via the PRIDE [74] partner repository with the dataset identifier PXD010970.
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:30726203
locator
sections[33] "Acknowledgments" paragraph 2
quote
The mass spectrometry proteomics and phosphoproteomics data have been deposited to the ProteomeXchange Consortium via the PRIDE [74] partner repository with the dataset identifier PXD010970.
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:30726203
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:PXD010970
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:PXD010970
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 · 4 items
[0] object · 15 fields
id
source:pmid:30726203
role
manuscript
format
xml
media_type
application/xml
uri
https://doi.org/10.1371/journal.pntd.0007103
sha256
sha256:182b0494ac0c56339cc48f99c65c21ebe0f196e0ffa9355a7fa4a53fbbef1efb
bytes
82915
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
10.1371/journal.pntd.0007103
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
PMC6380580
source
europe_pmc_fulltext
coverage
whole_body
text_hash_scope
rendered_section_body
[1] object · 15 fields
id
data:geo:PXD010970
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=PXD010970
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
PXD010970
version
null
note
The mass spectrometry proteomics and phosphoproteomics data have been deposited to the ProteomeXchange Consortium via the PRIDE [74] partner repository with the dataset identifier PXD010970.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The mass spectrometry proteomics and phosphoproteomics data have been deposited to the ProteomeXchange Consortium via the PRIDE [74] partner repository with the dataset identifier PXD010970.
access_statement_kind
repository_route_statement
sample_accessions array · 0 items
sample_count
null
group_sizes
null
group_sizes_basis
null
platform
null
taxon
null
title
Reprograming of Trypanosoma cruzi metabolism triggered by parasite interaction with the host cell extracellular matrix
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:30726203:1
role
table
format
jats-table
media_type
application/vnd.jats.table+json
uri
null
sha256
sha256:6ddee33e84a617750ac5d71379135544481d2120176c323d75c36e3b85f546aa
bytes
3206
access
open
state
verified
reader
read_table
reader_status
available
identifier
section[26]/table-wrap[1]#pntd.0007103.t001
version
null
note
Identification of metabolic enzymes modified by phosphorylation after incubation of trypomastigotes with ECM for 120 min.Complete information for each phosphopeptide is shown in S2 Table.
structure object · 5 fields
pmcid
PMC6380580
section_index
26
section_title
Quantitative proteome and phosphoproteome of T. cruzi trypomastigotes
row_count
17
column_count
9
table object · 8 fields
label
Table 1
caption
Identification of metabolic enzymes modified by phosphorylation after incubation of trypomastigotes with ECM for 120 min.Complete information for each phosphopeptide is shown in S2 Table.
rows array · 17 items
[0] array · 9 items
[0]
Phosphopeptide
[1]
TriTryp ID
[2]
Protein Name
[3]
Ratio MTy/Ty
[4]
p-value
[5]
Phospho-Residue
[6]
Putative kinase
[7]
Putative phospho-peptide
[8]
Kinase Score
[1] array · 9 items
[0]
vVRsHAAPLNEVTQEDLK
[1]
TcCLB.506699.34
[2]
6-phospho-1-fructokinase (pseudogene); putative
[3]
0.711441246
[4]
0.033051
[5]
4S
[6]
Other/WEE/Myt1/PKMYT1
[7]
****VVRSHAAPLNE
[8]
5.583
[2] array · 9 items
[0]
sVLSSSQsSRPSATDSTLNVLTPLLDNYTIPITR
[1]
TcCLB.508569.130
[2]
6-phosphofructo-2-kinase/fructose-2;6-biphosphatase; putative
[3]
0.783549259
[4]
0.032736
[5]
8S
[6]
CAMK/CAMKL/QIK/SIK1
[7]
SVLSSSQSSRPSATD
[8]
4.074
[3] array · 9 items
[0]
rIEYLTEVYSTLSStCQSPGGPSDDEVTLGDVSR
[1]
TcCLB.508569.130
[2]
6-phosphofructo-2-kinase/fructose-2;6-biphosphatase; putative
[3]
0.730889744
[4]
0.006718
[5]
15T
[6]
CK1/VRK/VRK2
[7]
VYSTLSSTCQSPGGP
[8]
5.225
[4] array · 9 items
[0]
sVLSSSQsSRPSATDSTLNVLTPLLDNYTIPITR
[1]
TcCLB.508569.130
[2]
6-phosphofructo-2-kinase/fructose-2;6-biphosphatase; putative
[3]
0.783549259
[4]
0.032736
[5]
1S
[6]
TKL/STKR/STKR1/BMPR1B
[7]
*******SVLSSSQS
[8]
5.158
[5] array · 9 items
[0]
sVLSsSQSSRPSATDSTLNVLTPLLDNYTIPITR
[1]
TcCLB.508569.130
[2]
6-phosphofructo-2-kinase/fructose-2;6-biphosphatase; putative
[3]
0.67076967
[4]
0.028006
[5]
1S
[6]
TKL/STKR/STKR1/BMPR1B
[7]
*******SVLSSSQS
[8]
5.158
[6] array · 9 items
[0]
sVLSsSQSSRPSATDSTLNVLTPLLDNYTIPITR
[1]
TcCLB.508569.130
[2]
6-phosphofructo-2-kinase/fructose-2;6-biphosphatase; putative
[3]
0.67076967
[4]
0.028006
[5]
5S
[6]
TKL/STKR/STKR1/TGFbR1
[7]
***SVLSSSQSSRPS
[8]
5.333
[7] array · 9 items
[0]
sSSVDyTQDTPLFALSPVDGR
[1]
TcCLB.503855.30
[2]
adenylosuccinate lyase; putative (ADSL)
[3]
2.15819457
[4]
0.045825
[5]
6Y
[6]
TK/Src/SrcA/YES
[7]
**SSSVDYTQDTPLF
[8]
4.044
[8] array · 9 items
[0]
sSSVDyTQDTPLFALSPVDGR
[1]
TcCLB.503855.30
[2]
adenylosuccinate lyase; putative (ADSL)
[3]
2.15819457
[4]
0.045825
[5]
1S
[6]
TKL/STKR/STKR1/TGFbR1
[7]
*******SSSVDYTQ
[8]
5.333
[9] array · 9 items
[0]
gFSCQPVEGAmyAFPTIELPEK
[1]
TcCLB.506529.430
[2]
alanine aminotransferase; putative;
[3]
0.792580123
[4]
0.027477
[5]
12Y
[6]
TK/Eph/EphB1
[7]
QPVEGAMYAFPTIEL
[8]
10.317
[10] array · 9 items
[0]
tVPLGFTFsFPTEQK
[1]
TcCLB.508951.20
[2]
hexokinase; putative
[3]
0.760998922
[4]
0.000207
[5]
9S
[6]
CAMK/CAMKL/AMPK/AMPKA2
[7]
VPLGFTFSFPTEQK*
[8]
9.162
[11] array · 9 items
[0]
tVPLGFTFsFPTEQK
[1]
TcCLB.508951.20
[2]
hexokinase; putative
[3]
0.760998922
[4]
0.000207
[5]
1T
[6]
TKL/MLK/ILK/ILK
[7]
*******TVPLGFTF
[8]
3.003
[12] array · 9 items
[0]
tVPLGFtFSFPTEQK
[1]
TcCLB.508951.20
[2]
hexokinase; putative
[3]
0.566939414
[4]
0.02174
[5]
1T
[6]
TKL/MLK/ILK/ILK
[7]
*******TVPLGFTF
[8]
3.003
[13] array · 9 items
[0]
aDGtPVPIGFTIMQTLEQHVR
[1]
TcCLB.510215.10
[2]
NADH-dependent fumarate reductase; putative
[3]
1.514693923
[4]
0.041197
[5]
4T
[6]
CMGC/MAPK/JNK/JNK2
[7]
****ADGTPVPIGFT
[8]
31.509
[14] array · 9 items
[0]
gAFILTAsHNPGGPEEDFGIK
[1]
TcCLB.511911.130
[2]
phosphoglucomutase
[3]
0.743481685
[4]
0.012082
[5]
8S
[6]
CK1/VRK/VRK2
[7]
GAFILTASHNPGGPE
[8]
5.225
[15] array · 9 items
[0]
gVTmAAAAACGDDsVPGYEAGATLKPVAER
[1]
TcCLB.511419.40
[2]
phosphoglycerate kinase; putative
[3]
0.692608695
[4]
0.014714
[5]
14S
[6]
AGC/GRK/BARK/BARK1
[7]
AAACGDDSVPGYEAG
[8]
5.269
[16] array · 9 items
[0]
iDPLQVDHLmHPNIEPGAAKsNKPIGK
[1]
TcCLB.510101.140
[2]
pyruvate phosphate dikinase; putative
[3]
0.556518184
[4]
0.014326
[5]
21S
[6]
Other/PEK/HRI/EIF2AK1
[7]
IEPGAAKSNKPIGK*
[8]
4.658
locator
section[26]/table-wrap[1]#pntd.0007103.t001
[3] object · 16 fields
id
asset:table:pmid:30726203:2
role
table
format
jats-table
media_type
application/vnd.jats.table+json
uri
null
sha256
sha256:68c2f32319a55569ed04f2d0a1b3f6557c10bd82151cd53695070fa31d180b8d
bytes
4167
access
open
state
verified
reader
read_table
reader_status
available
identifier
section[29]/table-wrap[1]#pntd.0007103.t002
version
null
note
Identification of kinases and phosphatases modified by phosphorylation after incubation of trypomastigotes with ECM for 120 min.Complete information is shown in S2 Table.
structure object · 5 fields
pmcid
PMC6380580
section_index
29
section_title
Phosphorylation level of hexokinase, pyruvate kinase and lactate dehydrogenase-like may contribute to the control of glucose metabolism in trypomastigotes incubated with ECM
row_count
23
column_count
9
table object · 8 fields
label
Table 2
caption
Identification of kinases and phosphatases modified by phosphorylation after incubation of trypomastigotes with ECM for 120 min.Complete information is shown in S2 Table.
rows array · 23 items
[0] array · 9 items
[0]
Phosphopeptide
[1]
TriTryp ID
[2]
Protein Name
[3]
Ratio MTy/Ty
[4]
p-value
[5]
Phospho-Residue
[6]
Putative kinase
[7]
Putative phospho-peptide
[8]
Kinase Score
[1] array · 9 items
[0]
iSTGGKDEPALVSLVLAGDFNsDAGSPPIR
[1]
TcCLB.504073.10
[2]
endonuclease/exonuclease/phosphatase; putative
[3]
0.779478808
[4]
0.000646
[5]
22S
[6]
CAMK/CAMKL/QIK/SIK2
[7]
VLAGDFNSDAGSPPI
[8]
7.514
[2] array · 9 items
[0]
kLSPSEPNVAyICSR
[1]
TcCLB.507993.80
[2]
glycogen synthase kinase 3; putative
[3]
0.779756115
[4]
0.042338
[5]
11Y
[6]
TK/Tec/ITK
[7]
PSEPNVAYICSR***
[8]
2.44
[3] array · 9 items
[0]
aFVPLIPVAQNANPTPESPFLLsPEKDR
[1]
TcCLB.504213.90
[2]
inositol polyphosphate kinase-like protein; putative
[3]
0.674636314
[4]
0.034507
[5]
23S
[6]
AGC/GRK/BARK/BARK1
[7]
PESPFLLSPEKDR**
[8]
5.269
[4] array · 9 items
[0]
aFVPLIPVAQNANPTPESPFLLsPEKDR
[1]
TcCLB.504213.90
[2]
inositol polyphosphate kinase-like protein; putative
[3]
0.372851136
[4]
0.006706
[5]
23S
[6]
AGC/GRK/BARK/BARK1
[7]
PESPFLLSPEKDR**
[8]
5.269
[5] array · 9 items
[0]
eDTQDQNKtHyVTHR
[1]
TcCLB.511573.40
[2]
mitogen-activated protein kinase; putative
[3]
0.752549702
[4]
0.031487
[5]
9T
[6]
STE/STE7/MEK3/MAP2K3
[7]
DTQDQNKTHYVTHR*
[8]
4.309
[6] array · 9 items
[0]
eDTQDQNKtHyVTHR
[1]
TcCLB.511573.40
[2]
mitogen-activated protein kinase; putative
[3]
0.752549702
[4]
0.031487
[5]
11Y
[6]
TK/Src/SRM/PTK6
[7]
QDQNKTHYVTHR***
[8]
4.177
[7] array · 9 items
[0]
nTFELTNGTPTIAGVSFVSNSsPTGGAPSFFR
[1]
TcCLB.510105.130
[2]
phosphatidylinositol-4-phosphate 5-kinase type II beta; putative
[3]
0.711653701
[4]
0.001718
[5]
22S
[6]
Other/PLK/SAK/PLK4
[7]
VSFVSNSSPTGGAPS
[8]
4.9
[8] array · 9 items
[0]
tFtLCGTPEYLAPEVIQSR
[1]
TcCLB.509805.10
[2]
protein kinase A catalytic subunit; putative
[3]
1.269816312
[4]
0.038173
[5]
3T
[6]
Other/CAMKK/Meta/CaMKK2
[7]
*****TFTLCGTPEY
[8]
7.822
[9] array · 9 items
[0]
tFtLCGTPEYLAPEVIQSR
[1]
TcCLB.509805.10
[2]
protein kinase A catalytic subunit; putative
[3]
1.269816312
[4]
0.038173
[5]
1T
[6]
STE/STE20/TAO/TAOK1
[7]
*******TFTLCGTP
[8]
9
[10] array · 9 items
[0]
aAEVSVGEsNTPANTPNNSR
[1]
TcCLB.503757.40
[2]
protein kinase ck2 regulatory subunit; putative
[3]
0.758482269
[4]
0.049888
[5]
9S
[6]
AGC/GRK
[7]
AEVSVGESNTPANTP
[8]
7.991
[11] array · 9 items
[0]
qAGVGNPPPLSPLQALCSPtATGLSPVLLGEKGDHHLPVSK
[1]
TcCLB.509231.20
[2]
protein kinase; putative
[3]
0.760798278
[4]
0.04098
[5]
20T
[6]
CMGC/DYRK/DYRK1/DYRK1B
[7]
LQALCSPTATGLSPV
[8]
7.575
[12] array · 9 items
[0]
tTVASAATAVASVTsPPLLSSAVSSK
[1]
TcCLB.509099.150
[2]
protein kinase; putative
[3]
0.784036858
[4]
0.010475
[5]
15S
[6]
CMGC/MAPK/JNK/JNK3
[7]
TAVASVTSPPLLSSA
[8]
11.042
[13] array · 9 items
[0]
rVLtPSGGFDDTYSSGIELFDEIHR
[1]
TcCLB.510257.130
[2]
protein kinase; putative
[3]
0.764883202
[4]
0.007529
[5]
4T
[6]
CMGC/MAPK/p38/MAPK13
[7]
****RVLTPSGGFDD
[8]
4.706
[14] array · 9 items
[0]
iIDFGSSCYLTDNLSsYVQSR
[1]
TcCLB.506869.60
[2]
protein kinase; putative
[3]
1.468291844
[4]
0.04288
[5]
16S
[6]
STE/STE20/FRAY/OSR1
[7]
YLTDNLSSYVQSR**
[8]
1.307
[15] array · 9 items
[0]
iIDFGSSCYLTDNLsSYVQSR
[1]
TcCLB.506869.60
[2]
protein kinase; putative
[3]
1.261821895
[4]
0.044097
[5]
15S
[6]
STE/STE7/MEK3/MAP2K4
[7]
CYLTDNLSSYVQSR*
[8]
1.325
[16] array · 9 items
[0]
tTVASAATAVASVTsPPLLSSAVSSK
[1]
TcCLB.509099.150
[2]
protein kinase; putative
[3]
0.784036858
[4]
0.010475
[5]
1T
[6]
TKL/MLK/MLK/ZAK
[7]
*******TTVASAAT
[8]
9.25
[17] array · 9 items
[0]
iGLGGIGTFTSSsSSPK
[1]
TcCLB.510089.130
[2]
protein kinase; putative
[3]
0.70009069
[4]
0.028877
[5]
13S
[6]
TKL/STKR/STKR1/TGFbR1
[7]
IGTFTSSSSSPK***
[8]
5.333
[18] array · 9 items
[0]
gGHPLHQENQmsEEDEDVEALPHSVSQR
[1]
TcCLB.484949.9
[2]
serine/threonine protein kinase; putative
[3]
0.629335525
[4]
0.0197
[5]
12S
[6]
CMGC/CK2
[7]
LHQENQMSEEDEDVE
[8]
9.894
[19] array · 9 items
[0]
tPETTLGGVLAEVAPsLISHSFPLELGESqTAAHQELHPDLGR
[1]
TcCLB.484949.9
[2]
serine/threonine protein kinase; putative
[3]
0.750070579
[4]
0.029801
[5]
1T
[6]
CMGC/MAPK/p38/MAPK13
[7]
*******TPETTLGG
[8]
4.706
[20] array · 9 items
[0]
tPETTLGGVLAEVAPsLISHSFPLELGESqTAAHQELHPDLGR
[1]
TcCLB.484949.9
[2]
serine/threonine protein kinase; putative
[3]
0.750070579
[4]
0.029801
[5]
16S
[6]
Other/NEK/NEK9/NEK9
[7]
VLAEVAPSLISHSFP
[8]
7.983
[21] array · 9 items
[0]
lLLHPSHnGAAALASASIEsPVGR
[1]
TcCLB.507757.50
[2]
serine/threonine-protein phosphatase PP1; putative
[3]
0.65305933
[4]
0.024747
[5]
20S
[6]
STE/STE11/MEKK1/MAP3K1
[7]
LASASIESPVGR***
[8]
3.517
[22] array · 9 items
[0]
lLLHPSHNGAAALAsASIESPVGR
[1]
TcCLB.507757.50
[2]
serine/threonine-protein phosphatase PP1; putative
[3]
0.61302874
[4]
0.017711
[5]
15S
[6]
STE/STE20/KHS/HPK1
[7]
NGAAALASASIESPV
[8]
5.683
locator
section[29]/table-wrap[1]#pntd.0007103.t002
gaps array · 2 items
[0]
asset:data:geo:PXD010970 not downloaded
[1]
asset:data:geo:PXD010970 licence not read
analysis object · 4 fields
state
partial
methods array · 1 item
[0] object · 10 fields
id
method-1
family
null
specific
null
label
T Student test (two-tail, 95%)
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
Statistical analysis for validation of the results was performed by T Student test (two-tail, 95%).
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
blocked
tier
R4
blocking_axis
method
blocked_on
method:not_determinable
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 (T Student test (two-tail, 95%)), 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
R1
reachable
true
accessions array · 1 item
[0]
PXD010970
resolved_accessions array · 1 item
[0]
PXD010970
statements array · 1 item
[0]
The mass spectrometry proteomics and phosphoproteomics data have been deposited to the ProteomeXchange Consortium via the PRIDE [74] partner repository with the dataset identifier PXD010970.
basis
The paper names PXD010970 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 · 0 items
assets array · 4 items
[0]
source:pmid:30726203
[1]
data:geo:PXD010970
[2]
asset:table:pmid:30726203:1
[3]
asset:table:pmid:30726203:2
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:PXD010970
gaps array · 1 item
[0]
method:not_determinable
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
2026-10-31T18:41:20Z
independence
single_reader
evidence_check object · 2 fields
method
verbatim
availability
null
calls
3
usage object · 3 fields
prompt_tokens
66771
completion_tokens
907
cached_tokens
22144
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:30726203
type
paper
label
pmid:30726203
[1] object · 3 fields
id
source:pmid:30726203
type
manuscript
label
PMID 30726203 full text
[2] object · 3 fields
id
data:geo:PXD010970
type
dataset
label
GEO PXD010970
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:30726203
type
paper
label
pmid:30726203
[1] object · 3 fields
id
source:pmid:30726203
type
manuscript
label
PMID 30726203 full text
[2] object · 3 fields
id
data:geo:PXD010970
type
dataset
label
GEO PXD010970
agent
agent:corpus-assay-engine
[1] object · 4 fields
id
activity-read-30726203
type
extraction
used array · 1 item
[0]
source:pmid:30726203
agent
agent:minimax-reader
[2] object · 4 fields
id
activity-resolve-PXD010970
type
accession_resolution
used array · 1 item
[0]
data:geo:PXD010970
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:30726203
parent_hash
sha256:66bba6adb38e10e8ebea6c9636301e0c9534cd2a355e5b9154ebc98891f2131a
fork_of
null
gaps array · 7 items
[0]
asset:data:geo:PXD010970 licence not read
[1]
asset:data:geo:PXD010970 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
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]
le of phosphorylate the peptides detected by LC-MS/MS were predicted by the GPS 2.1 software. Only
[1]
es for the 303 phosphopeptides identified by LC-MS/MS (S3 and S4 Tables). Most of the identified s
[2]
lcano plot of total protein identified after LC-MS/MS. The Y-axis represents the -log 2 p-value (T
[3]
ntified after phospho-enrichment followed by LC-MS/MS. Y and X-axis are the same as represented in
order_basis
paper_text_order:4344
id
assay:1
[1] 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
0.69
evidence array · 1 item
[0]
y/Ty = 1.27). The phosphorylation of T197 of mouse PKA, located in the activation loop, which c
order_basis
paper_text_order:6520
id
assay:2
[2] 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 · 2 items
[0]
LDH (C) enzymatic quantification assays. (a) Immunoblotting of 20 x105 to 1.2 x 105 trypomastigotes extr
[1]
linear correlation between curve area of the immunoblotting bands (a) and trypomastigote numbers. (c) Es
order_basis
paper_text_order:10769
id
assay:3
Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:30726203", "kind": "science-record", "revision": 7, "content_hash": "sha256:4aea0555b7f23f31ee40ed9535b430053348b735c9968fcacd5d9d52a69e2af9", "created_at": "2026-11-01T15:40:42Z", "updated_at": "2026-11-01T21:21:58Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Reprogramming of Trypanosoma cruzi metabolism triggered by parasite interaction with the host cell extracellular matrix.", "doi": "10.1371/journal.pntd.0007103", "pmid": "30726203", "authors": ["Eliciane C Mattos", "Gisele Canuto", "Nubia C Manchola", "Rubens D M Magalhães", "Thomas W M Crozier", "Douglas J Lamont", "Marina F M Tavares", "Walter Colli", "Michael A J Ferguson", "Maria Júlia M Alves"], "journal": "PLoS neglected tropical diseases", "year": 2019, "abstract": "Trypanosoma cruzi, the etiological agent of Chagas' disease, affects 8 million people predominantly living in socioeconomic underdeveloped areas. T. cruzi trypomastigotes (Ty), the classical infective stage, interact with the extracellular matrix (ECM), an obligatory step before invasion of almost all mammalian cells in different tissues. Here we have characterized the proteome and phosphoproteome of T. cruzi trypomastigotes upon interaction with ECM (MTy) and the data are available via ProteomeXchange with identifier PXD010970. Proteins involved with metabolic processes (such as the glycolytic pathway), kinases, flagellum and microtubule related proteins, transport-associated proteins and RNA/DNA binding elements are highly represented in the pool of proteins modified by phosphorylation. Further, important metabolic switches triggered by this interaction with ECM were indicated by decreases in the phosphorylation of hexokinase, phosphofructokinase, fructose-2,6-bisphosphatase, phosphoglucomutase, phosphoglycerate kinase in MTy. Concomitantly, a decrease in the pyruvate and lactate and an increase of glucose and succinate contents were detected by GC-MS. These observations led us to focus on the changes in the glycolytic pathway upon binding of the parasite to the ECM. Inhibition of hexokinase, pyruvate kinase and lactate dehydrogenase activities in MTy were observed and this correlated with the phosphorylation levels of the respective enzymes. Putative kinases involved in protein phosphorylation altered upon parasite incubation with ECM were suggested by in silico analysis. Taken together, our results show that in addition to cytoskeletal changes and protease activation, a reprogramming of the trypomastigote metabolism is triggered by the interaction of the parasite with the ECM prior to cell invasion and differentiation into amastigotes, the multiplicative intracellular stage of T. cruzi in the vertebrate host.", "claims": [{"id": "claim-method", "statement": "Statistical analysis for validation of the results was performed by T Student test (two-tail, 95%).", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:30726203", "locator": "sections[11] \"Proteome and Phosphoproteome data analysis\" paragraph 2", "quote": "Statistical analysis for validation of the results was performed by T Student test (two-tail, 95%)."}], "state": "complete"}, {"id": "claim-data-access", "statement": "The mass spectrometry proteomics and phosphoproteomics data have been deposited to the ProteomeXchange Consortium via the PRIDE [74] partner repository with the dataset identifier PXD010970.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:30726203", "locator": "sections[33] \"Acknowledgments\" paragraph 2", "quote": "The mass spectrometry proteomics and phosphoproteomics data have been deposited to the ProteomeXchange Consortium via the PRIDE [74] partner repository with the dataset identifier PXD010970."}], "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:30726203"], "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:PXD010970"], "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:PXD010970"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:30726203", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1371/journal.pntd.0007103", "sha256": "sha256:182b0494ac0c56339cc48f99c65c21ebe0f196e0ffa9355a7fa4a53fbbef1efb", "bytes": 82915, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.1371/journal.pntd.0007103", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC6380580", "source": "europe_pmc_fulltext", "coverage": "whole_body", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:PXD010970", "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=PXD010970", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "PXD010970", "version": null, "note": "The mass spectrometry proteomics and phosphoproteomics data have been deposited to the ProteomeXchange Consortium via the PRIDE [74] partner repository with the dataset identifier PXD010970.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The mass spectrometry proteomics and phosphoproteomics data have been deposited to the ProteomeXchange Consortium via the PRIDE [74] partner repository with the dataset identifier PXD010970.", "access_statement_kind": "repository_route_statement", "sample_accessions": [], "sample_count": null, "group_sizes": null, "group_sizes_basis": null, "platform": null, "taxon": null, "title": "Reprograming of Trypanosoma cruzi metabolism triggered by parasite interaction with the host cell extracellular matrix", "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:30726203:1", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:6ddee33e84a617750ac5d71379135544481d2120176c323d75c36e3b85f546aa", "bytes": 3206, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[26]/table-wrap[1]#pntd.0007103.t001", "version": null, "note": "Identification of metabolic enzymes modified by phosphorylation after incubation of trypomastigotes with ECM for 120 min.Complete information for each phosphopeptide is shown in S2 Table.", "structure": {"pmcid": "PMC6380580", "section_index": 26, "section_title": "Quantitative proteome and phosphoproteome of T. cruzi trypomastigotes", "row_count": 17, "column_count": 9}, "table": {"label": "Table 1", "caption": "Identification of metabolic enzymes modified by phosphorylation after incubation of trypomastigotes with ECM for 120 min.Complete information for each phosphopeptide is shown in S2 Table.", "rows": [["Phosphopeptide", "TriTryp ID", "Protein Name", "Ratio MTy/Ty", "p-value", "Phospho-Residue", "Putative kinase", "Putative phospho-peptide", "Kinase Score"], ["vVRsHAAPLNEVTQEDLK", "TcCLB.506699.34", "6-phospho-1-fructokinase (pseudogene); putative", "0.711441246", "0.033051", "4S", "Other/WEE/Myt1/PKMYT1", "****VVRSHAAPLNE", "5.583"], ["sVLSSSQsSRPSATDSTLNVLTPLLDNYTIPITR", "TcCLB.508569.130", "6-phosphofructo-2-kinase/fructose-2;6-biphosphatase; putative", "0.783549259", "0.032736", "8S", "CAMK/CAMKL/QIK/SIK1", "SVLSSSQSSRPSATD", "4.074"], ["rIEYLTEVYSTLSStCQSPGGPSDDEVTLGDVSR", "TcCLB.508569.130", "6-phosphofructo-2-kinase/fructose-2;6-biphosphatase; putative", "0.730889744", "0.006718", "15T", "CK1/VRK/VRK2", "VYSTLSSTCQSPGGP", "5.225"], ["sVLSSSQsSRPSATDSTLNVLTPLLDNYTIPITR", "TcCLB.508569.130", "6-phosphofructo-2-kinase/fructose-2;6-biphosphatase; putative", "0.783549259", "0.032736", "1S", "TKL/STKR/STKR1/BMPR1B", "*******SVLSSSQS", "5.158"], ["sVLSsSQSSRPSATDSTLNVLTPLLDNYTIPITR", "TcCLB.508569.130", "6-phosphofructo-2-kinase/fructose-2;6-biphosphatase; putative", "0.67076967", "0.028006", "1S", "TKL/STKR/STKR1/BMPR1B", "*******SVLSSSQS", "5.158"], ["sVLSsSQSSRPSATDSTLNVLTPLLDNYTIPITR", "TcCLB.508569.130", "6-phosphofructo-2-kinase/fructose-2;6-biphosphatase; putative", "0.67076967", "0.028006", "5S", "TKL/STKR/STKR1/TGFbR1", "***SVLSSSQSSRPS", "5.333"], ["sSSVDyTQDTPLFALSPVDGR", "TcCLB.503855.30", "adenylosuccinate lyase; putative (ADSL)", "2.15819457", "0.045825", "6Y", "TK/Src/SrcA/YES", "**SSSVDYTQDTPLF", "4.044"], ["sSSVDyTQDTPLFALSPVDGR", "TcCLB.503855.30", "adenylosuccinate lyase; putative (ADSL)", "2.15819457", "0.045825", "1S", "TKL/STKR/STKR1/TGFbR1", "*******SSSVDYTQ", "5.333"], ["gFSCQPVEGAmyAFPTIELPEK", "TcCLB.506529.430", "alanine aminotransferase; putative;", "0.792580123", "0.027477", "12Y", "TK/Eph/EphB1", "QPVEGAMYAFPTIEL", "10.317"], ["tVPLGFTFsFPTEQK", "TcCLB.508951.20", "hexokinase; putative", "0.760998922", "0.000207", "9S", "CAMK/CAMKL/AMPK/AMPKA2", "VPLGFTFSFPTEQK*", "9.162"], ["tVPLGFTFsFPTEQK", "TcCLB.508951.20", "hexokinase; putative", "0.760998922", "0.000207", "1T", "TKL/MLK/ILK/ILK", "*******TVPLGFTF", "3.003"], ["tVPLGFtFSFPTEQK", "TcCLB.508951.20", "hexokinase; putative", "0.566939414", "0.02174", "1T", "TKL/MLK/ILK/ILK", "*******TVPLGFTF", "3.003"], ["aDGtPVPIGFTIMQTLEQHVR", "TcCLB.510215.10", "NADH-dependent fumarate reductase; putative", "1.514693923", "0.041197", "4T", "CMGC/MAPK/JNK/JNK2", "****ADGTPVPIGFT", "31.509"], ["gAFILTAsHNPGGPEEDFGIK", "TcCLB.511911.130", "phosphoglucomutase", "0.743481685", "0.012082", "8S", "CK1/VRK/VRK2", "GAFILTASHNPGGPE", "5.225"], ["gVTmAAAAACGDDsVPGYEAGATLKPVAER", "TcCLB.511419.40", "phosphoglycerate kinase; putative", "0.692608695", "0.014714", "14S", "AGC/GRK/BARK/BARK1", "AAACGDDSVPGYEAG", "5.269"], ["iDPLQVDHLmHPNIEPGAAKsNKPIGK", "TcCLB.510101.140", "pyruvate phosphate dikinase; putative", "0.556518184", "0.014326", "21S", "Other/PEK/HRI/EIF2AK1", "IEPGAAKSNKPIGK*", "4.658"]], "row_count": 17, "column_count": 9, "numeric_cells": 86, "header_rows": 1, "locator": "section[26]/table-wrap[1]#pntd.0007103.t001"}}, {"id": "asset:table:pmid:30726203:2", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:68c2f32319a55569ed04f2d0a1b3f6557c10bd82151cd53695070fa31d180b8d", "bytes": 4167, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[29]/table-wrap[1]#pntd.0007103.t002", "version": null, "note": "Identification of kinases and phosphatases modified by phosphorylation after incubation of trypomastigotes with ECM for 120 min.Complete information is shown in S2 Table.", "structure": {"pmcid": "PMC6380580", "section_index": 29, "section_title": "Phosphorylation level of hexokinase, pyruvate kinase and lactate dehydrogenase-like may contribute to the control of glucose metabolism in trypomastigotes incubated with ECM", "row_count": 23, "column_count": 9}, "table": {"label": "Table 2", "caption": "Identification of kinases and phosphatases modified by phosphorylation after incubation of trypomastigotes with ECM for 120 min.Complete information is shown in S2 Table.", "rows": [["Phosphopeptide", "TriTryp ID", "Protein Name", "Ratio MTy/Ty", "p-value", "Phospho-Residue", "Putative kinase", "Putative phospho-peptide", "Kinase Score"], ["iSTGGKDEPALVSLVLAGDFNsDAGSPPIR", "TcCLB.504073.10", "endonuclease/exonuclease/phosphatase; putative", "0.779478808", "0.000646", "22S", "CAMK/CAMKL/QIK/SIK2", "VLAGDFNSDAGSPPI", "7.514"], ["kLSPSEPNVAyICSR", "TcCLB.507993.80", "glycogen synthase kinase 3; putative", "0.779756115", "0.042338", "11Y", "TK/Tec/ITK", "PSEPNVAYICSR***", "2.44"], ["aFVPLIPVAQNANPTPESPFLLsPEKDR", "TcCLB.504213.90", "inositol polyphosphate kinase-like protein; putative", "0.674636314", "0.034507", "23S", "AGC/GRK/BARK/BARK1", "PESPFLLSPEKDR**", "5.269"], ["aFVPLIPVAQNANPTPESPFLLsPEKDR", "TcCLB.504213.90", "inositol polyphosphate kinase-like protein; putative", "0.372851136", "0.006706", "23S", "AGC/GRK/BARK/BARK1", "PESPFLLSPEKDR**", "5.269"], ["eDTQDQNKtHyVTHR", "TcCLB.511573.40", "mitogen-activated protein kinase; putative", "0.752549702", "0.031487", "9T", "STE/STE7/MEK3/MAP2K3", "DTQDQNKTHYVTHR*", "4.309"], ["eDTQDQNKtHyVTHR", "TcCLB.511573.40", "mitogen-activated protein kinase; putative", "0.752549702", "0.031487", "11Y", "TK/Src/SRM/PTK6", "QDQNKTHYVTHR***", "4.177"], ["nTFELTNGTPTIAGVSFVSNSsPTGGAPSFFR", "TcCLB.510105.130", "phosphatidylinositol-4-phosphate 5-kinase type II beta; putative", "0.711653701", "0.001718", "22S", "Other/PLK/SAK/PLK4", "VSFVSNSSPTGGAPS", "4.9"], ["tFtLCGTPEYLAPEVIQSR", "TcCLB.509805.10", "protein kinase A catalytic subunit; putative", "1.269816312", "0.038173", "3T", "Other/CAMKK/Meta/CaMKK2", "*****TFTLCGTPEY", "7.822"], ["tFtLCGTPEYLAPEVIQSR", "TcCLB.509805.10", "protein kinase A catalytic subunit; putative", "1.269816312", "0.038173", "1T", "STE/STE20/TAO/TAOK1", "*******TFTLCGTP", "9"], ["aAEVSVGEsNTPANTPNNSR", "TcCLB.503757.40", "protein kinase ck2 regulatory subunit; putative", "0.758482269", "0.049888", "9S", "AGC/GRK", "AEVSVGESNTPANTP", "7.991"], ["qAGVGNPPPLSPLQALCSPtATGLSPVLLGEKGDHHLPVSK", "TcCLB.509231.20", "protein kinase; putative", "0.760798278", "0.04098", "20T", "CMGC/DYRK/DYRK1/DYRK1B", "LQALCSPTATGLSPV", "7.575"], ["tTVASAATAVASVTsPPLLSSAVSSK", "TcCLB.509099.150", "protein kinase; putative", "0.784036858", "0.010475", "15S", "CMGC/MAPK/JNK/JNK3", "TAVASVTSPPLLSSA", "11.042"], ["rVLtPSGGFDDTYSSGIELFDEIHR", "TcCLB.510257.130", "protein kinase; putative", "0.764883202", "0.007529", "4T", "CMGC/MAPK/p38/MAPK13", "****RVLTPSGGFDD", "4.706"], ["iIDFGSSCYLTDNLSsYVQSR", "TcCLB.506869.60", "protein kinase; putative", "1.468291844", "0.04288", "16S", "STE/STE20/FRAY/OSR1", "YLTDNLSSYVQSR**", "1.307"], ["iIDFGSSCYLTDNLsSYVQSR", "TcCLB.506869.60", "protein kinase; putative", "1.261821895", "0.044097", "15S", "STE/STE7/MEK3/MAP2K4", "CYLTDNLSSYVQSR*", "1.325"], ["tTVASAATAVASVTsPPLLSSAVSSK", "TcCLB.509099.150", "protein kinase; putative", "0.784036858", "0.010475", "1T", "TKL/MLK/MLK/ZAK", "*******TTVASAAT", "9.25"], ["iGLGGIGTFTSSsSSPK", "TcCLB.510089.130", "protein kinase; putative", "0.70009069", "0.028877", "13S", "TKL/STKR/STKR1/TGFbR1", "IGTFTSSSSSPK***", "5.333"], ["gGHPLHQENQmsEEDEDVEALPHSVSQR", "TcCLB.484949.9", "serine/threonine protein kinase; putative", "0.629335525", "0.0197", "12S", "CMGC/CK2", "LHQENQMSEEDEDVE", "9.894"], ["tPETTLGGVLAEVAPsLISHSFPLELGESqTAAHQELHPDLGR", "TcCLB.484949.9", "serine/threonine protein kinase; putative", "0.750070579", "0.029801", "1T", "CMGC/MAPK/p38/MAPK13", "*******TPETTLGG", "4.706"], ["tPETTLGGVLAEVAPsLISHSFPLELGESqTAAHQELHPDLGR", "TcCLB.484949.9", "serine/threonine protein kinase; putative", "0.750070579", "0.029801", "16S", "Other/NEK/NEK9/NEK9", "VLAEVAPSLISHSFP", "7.983"], ["lLLHPSHnGAAALASASIEsPVGR", "TcCLB.507757.50", "serine/threonine-protein phosphatase PP1; putative", "0.65305933", "0.024747", "20S", "STE/STE11/MEKK1/MAP3K1", "LASASIESPVGR***", "3.517"], ["lLLHPSHNGAAALAsASIESPVGR", "TcCLB.507757.50", "serine/threonine-protein phosphatase PP1; putative", "0.61302874", "0.017711", "15S", "STE/STE20/KHS/HPK1", "NGAAALASASIESPV", "5.683"]], "row_count": 23, "column_count": 9, "numeric_cells": 118, "header_rows": 1, "locator": "section[29]/table-wrap[1]#pntd.0007103.t002"}}], "gaps": ["asset:data:geo:PXD010970 not downloaded", "asset:data:geo:PXD010970 licence not read"]}, "analysis": {"state": "partial", "methods": [{"id": "method-1", "family": null, "specific": null, "label": "T Student test (two-tail, 95%)", "dsl_operations": [], "missing_operations": [], "expressible": null, "parameters": {}, "data_shapes": [], "evidence": {"score": 1.0, "band": "verbatim", "quote": "Statistical analysis for validation of the results was performed by T Student test (two-tail, 95%)."}}], "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": "blocked", "tier": "R4", "blocking_axis": "method", "blocked_on": "method:not_determinable", "axes": {"method": {"tier": "R4", "expressible": false, "required_operations": [], "missing_operations": [], "basis": "The reader quoted the method the paper names (T Student test (two-tail, 95%)), 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": "R1", "reachable": true, "accessions": ["PXD010970"], "resolved_accessions": ["PXD010970"], "statements": ["The mass spectrometry proteomics and phosphoproteomics data have been deposited to the ProteomeXchange Consortium via the PRIDE [74] partner repository with the dataset identifier PXD010970."], "basis": "The paper names PXD010970 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": [], "assets": ["source:pmid:30726203", "data:geo:PXD010970", "asset:table:pmid:30726203:1", "asset:table:pmid:30726203:2"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:PXD010970"]}, "gaps": ["method:not_determinable"]}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-10-31T18:41:20Z", "independence": "single_reader"}, "evidence_check": {"method": "verbatim", "availability": null}, "calls": 3, "usage": {"prompt_tokens": 66771, "completion_tokens": 907, "cached_tokens": 22144}}, "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:30726203", "type": "paper", "label": "pmid:30726203"}, {"id": "source:pmid:30726203", "type": "manuscript", "label": "PMID 30726203 full text"}, {"id": "data:geo:PXD010970", "type": "dataset", "label": "GEO PXD010970"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:30726203", "type": "paper", "label": "pmid:30726203"}, {"id": "source:pmid:30726203", "type": "manuscript", "label": "PMID 30726203 full text"}, {"id": "data:geo:PXD010970", "type": "dataset", "label": "GEO PXD010970"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-30726203", "type": "extraction", "used": ["source:pmid:30726203"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-PXD010970", "type": "accession_resolution", "used": ["data:geo:PXD010970"], "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:30726203", "parent_hash": "sha256:66bba6adb38e10e8ebea6c9636301e0c9534cd2a355e5b9154ebc98891f2131a", "fork_of": null, "generation": 6}, "gaps": ["asset:data:geo:PXD010970 licence not read", "asset:data:geo:PXD010970 not downloaded", "execution.not_run", "method.reader_named_unmapped", "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": ["le of phosphorylate the peptides detected by LC-MS/MS were predicted by the GPS 2.1 software. Only", "es for the 303 phosphopeptides identified by LC-MS/MS (S3 and S4 Tables). Most of the identified s", "lcano plot of total protein identified after LC-MS/MS. The Y-axis represents the -log 2 p-value (T", "ntified after phospho-enrichment followed by LC-MS/MS. Y and X-axis are the same as represented in"], "order_basis": "paper_text_order:4344", "id": "assay:1"}, {"role": "data_generation", "definition_id": "animal_model", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.69, "evidence": ["y/Ty = 1.27). The phosphorylation of T197 of mouse PKA, located in the activation loop, which c"], "order_basis": "paper_text_order:6520", "id": "assay:2"}, {"role": "data_generation", "definition_id": "western_blot", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.99, "evidence": ["LDH (C) enzymatic quantification assays. (a) Immunoblotting of 20 x105 to 1.2 x 105 trypomastigotes extr", "linear correlation between curve area of the immunoblotting bands (a) and trypomastigote numbers. (c) Es"], "order_basis": "paper_text_order:10769", "id": "assay:3"}]}