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pmid:31316139

Proteogenomic Analysis of Protein Sequence Alterations in Breast Cancer Cells.

Iulia M Lazar · Arba Karcini · Shreya Ahuja · Carly Estrada-Palma

Scientific reports · 2019 doi:10.1038/s41598-019-46897-z

Paper

complete

Experiment

complete

Data

partial

Analysis

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Execution

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Record details sci_version · id · kind · revision · content_hash · schema · created_at · updated_at · generator
id
pmid:31316139
kind
science-record
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sha256:3ca8d9283c6112ecbf5169161c2f0ab08d0a77b7cd6fc35df02bfa7881c1d5b9
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2026-11-01T15:40:47Z
updated_at
2026-11-01T18:51:04Z
generator object · 2 fields
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paper object · 10 fields
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title
Proteogenomic Analysis of Protein Sequence Alterations in Breast Cancer Cells.
doi
10.1038/s41598-019-46897-z
pmid
31316139
authors array · 4 items
[0]
Iulia M Lazar
[1]
Arba Karcini
[2]
Shreya Ahuja
[3]
Carly Estrada-Palma
journal
Scientific reports
year
2019
abstract
Cancer evolves as a result of an accumulation of mutations and chromosomal aberrations. Developments in sequencing technologies have enabled the discovery and cataloguing of millions of such mutations. The identification of protein-level alterations, typically by using reversed-phase protein arrays or mass spectrometry, has lagged, however, behind gene and transcript-level observations. In this study, we report the use of mass spectrometry for detecting the presence of mutations-missense, indels and frame shifts-in MCF7 and SKBR3 breast cancer, and non-tumorigenic MCF10A cells. The mutations were identified by expanding the database search process of raw mass spectrometry files by including an in-house built database of mutated peptides (XMAn-v1) that complemented a minimally redundant, canonical database of Homo sapiens proteins. The work resulted in the identification of nearly 300 mutated peptide sequences, of which ~50 were characterized by quality tandem mass spectra. We describe the criteria that were used to select the mutated peptide sequences, evaluate the parameters that characterized these peptides, and assess the artifacts that could have led to false peptide identifications. Further, we discuss the functional domains and biological processes that may be impacted by the observed peptide alterations, and how protein-level detection can support the efforts of identifying cancer driving mutations and genes. Mass spectrometry data are available via ProteomeXchange with identifier PXD014458.
claims array · 1 item
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claim-data-access
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Data analyzed in this study are included in the Supplementary Information files that include: full list of peptides with altered amino acid sequences, peptide characteristics and Proteome Discoverer search parameters; spectral count data for the mutated peptides, non-mutated counterparts and parent proteins; matches to cancer driver genes and protein variants; full tandem mass spectra of selected peptides. The mass spectrometry raw files that generated high quality mutated peptide tandem mass spectra have been deposited to the ProteomeXchange Consortium via the PRIDE68 partner repository with the dataset identifier PXD014458.
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sections[20] "notes" paragraph 1
quote
Data analyzed in this study are included in the Supplementary Information files that include: full list of peptides with altered amino acid sequences, peptide characteristics and Proteome Discoverer search parameters; spectral count data for the mutated peptides, non-mutated counterparts and parent proteins; matches to cancer driver genes and protein variants; full tandem mass spectra of selected peptides. The mass spectrometry raw files that generated high quality mutated peptide tandem mass spectra have been deposited to the ProteomeXchange Consortium via the PRIDE68 partner repository with the dataset identifier PXD014458.
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Read the published estimate from the source
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The claim, method and evidence span published with the source article.
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source:pmid:31316139
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the published estimate and its evidence
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Obtain the source data from the named repository
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data:geo:PXD014458
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the source data with its repository provenance
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https://doi.org/10.1038/s41598-019-46897-z
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10.1038/s41598-019-46897-z
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PMC6637242
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europe_pmc_fulltext
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whole_body_without_references
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data:geo:PXD014458
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Data analyzed in this study are included in the Supplementary Information files that include: full list of peptides with altered amino acid sequences, peptide characteristics and Proteome Discoverer search parameters; spectral count data for the mutated peptides, non-mutated counterparts and parent proteins; matches to cancer driver genes and protein variants; full tandem mass spectra of selected peptides. The mass spectrometry raw files that generated high quality mutated peptide tandem mass spectra have been deposited to the ProteomeXchange Consortium via the PRIDE68 partner repository with the dataset identifier PXD014458.
structure object · 15 fields
repository
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GEO accession URL
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Data analyzed in this study are included in the Supplementary Information files that include: full list of peptides with altered amino acid sequences, peptide characteristics and Proteome Discoverer search parameters; spectral count data for the mutated peptides, non-mutated counterparts and parent proteins; matches to cancer driver genes and protein variants; full tandem mass spectra of selected peptides. The mass spectrometry raw files that generated high quality mutated peptide tandem mass spectra have been deposited to the ProteomeXchange Consortium via the PRIDE68 partner repository with the dataset identifier PXD014458.
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null
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title
Proteomic breast cancer data set for exploring somatic mutations
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2026-10-31T18:35:55Z
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Selected peptides with mutated sequences.
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section_index
5
section_title
Artifacts that can lead to false positive identifications
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53
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6
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label
Table 1
caption
Selected peptides with mutated sequences.
rows array · 53 items
[0] array · 6 items
[0]
Sequence
[1]
UniProt ID
[2]
Protein Name
[3]
Mutation
[4]
Cells line presence
[5]
Pfam Domain
[1] array · 6 items
[0]
AFQHLSEAVQAAEEEAQPPSWSCGLAAGVIDAYMTLADFCDQQLR
[1]
P78527
[2]
DNA-dependent protein kinase catalytic subunit
[3]
P3405L
[4]
MCF10
[5]
FAT
[2] array · 6 items
[0]
AGNVSKDEIDSAVKMLVSLK
[1]
P23381
[2]
Tryptophan–tRNA ligase, cytoplasmic
[3]
A31V
[4]
MCF10
[5]
WHEP-TRS
[3] array · 6 items
[0]
AINQSQSVQESLESLLQSIGEVEQNLEGK
[1]
Q9UPN3-5
[2]
Isoform 4 of Microtubule-actin cross-linking factor 1
[3]
A2547?
[4]
MCF10
[5]
[4] array · 6 items
[0]
ALMLQGVDLLDDAVAVTMGPK
[1]
C9JL25
[2]
60 kDa heat shock protein, mitochondrial (Fragment)
[3]
A90D
[4]
MCF7, MCF10, SKBR3
[5]
Cpn60 TCP1
[5] array · 6 items
[0]
AMQAAGQIPATALLPTMTPDGLSVTPTPVPVVGSQMTR
[1]
P26368
[2]
Splicing factor U2AF 65 kDa subunit
[3]
A131S
[4]
MCF7
[5]
[6] array · 6 items
[0]
ASTVKSVLELIPELNEKGEAYNSLMK
[1]
P42704
[2]
Leu-rich PPR motif-containing protein, mitochondrial
[3]
E1318G
[4]
MCF7, MCF10
[5]
[7] array · 6 items
[0]
CAPLFSGTEHHASLIDSLLHTVYRLSK
[1]
Q92736
[2]
Ryanodine receptor 2
[3]
A2536S
[4]
MCF7
[5]
[8] array · 6 items
[0]
CQEKWDKLLLTSTEK
[1]
Q7L0Y3
[2]
Mitochondrial ribonuclease P protein 1
[3]
Y262C
[4]
MCF7, MCF10
[5]
tRNA m1G MT
[9] array · 6 items
[0]
DDLQFLADLEELITKFQVFRISQR
[1]
Q9Y6X0
[2]
SET-binding protein
[3]
H971Q
[4]
MCF7, MCF10, SKBR3
[5]
[10] array · 6 items
[0]
DIMTYVSSFYHAFSGAQK
[1]
O43707
[2]
Alpha-actinin-4
[3]
A256D
[4]
MCF7, MCF10
[5]
CH
[11] array · 6 items
[0]
DQEGQDLLLFIDNIFR
[1]
P06576
[2]
ATP synthase subunit beta, mitochondrial
[3]
V301L
[4]
SKBR3
[5]
ATP-synt ab
[12] array · 6 items
[0]
EAMQQADDWLGIPQVITPEEIVDPNVDEHSVMTYMSQFPK
[1]
P21333
[2]
Filamin-A
[3]
L261M
[4]
MCF7, MCF10
[5]
CH
[13] array · 6 items
[0]
EAVMSFSITETEKIK
[1]
Q5T4T6
[2]
Synaptonemal complex protein 2-like
[3]
N353S
[4]
MCF10
[5]
[14] array · 6 items
[0]
EFADSLGIPFLETSAKNAMNVEQSFMTMAAEIK
[1]
P62820
[2]
Ras-related protein Rab-1A
[3]
T159M
[4]
SKBR3, MCF7
[5]
Ras
[15] array · 6 items
[0]
EFDTLSGKVEESPDK
[1]
Q9BXX2
[2]
Ankyrin repeat domain-containing protein 30B
[3]
L760V
[4]
SKBR3
[5]
[16] array · 6 items
[0]
EIYPYVIQERRPTLNELGISTPEELGLDKV
[1]
P20674
[2]
Cytochrome c oxidase subunit 5 A, mitochondrial
[3]
L130R
[4]
SKBR3, MCF7
[5]
COX5A
[17] array · 6 items
[0]
EQLQQEQALLEEIER
[1]
Q15149
[2]
Plectin
[3]
R1386Q
[4]
SKBR3, MCF7
[5]
[18] array · 6 items
[0]
FGLAHLMALGLGPWMAVEIPDLIQK
[1]
Q9Y3C8
[2]
Ubiquitin-fold modifier-conjugating enzyme 1
[3]
L146M
[4]
MCF10
[5]
UFC1
[19] array · 6 items
[0]
FQSSAVMALQEGCEAYLVGLFEDTNLCAIHAK
[1]
P68431
[2]
Histone H3.1
[3]
A96G
[4]
SKBR3, MCF10
[5]
Histone
[20] array · 6 items
[0]
FTLDCTHPVEDGIMDAANYEQFLQER
[1]
P35268
[2]
60 S ribosomal protein L22
[3]
39Y
[4]
SKBR3, MCF10
[5]
Ribosomal L22e
[21] array · 6 items
[0]
GCIEKLSEDVEQLKK
[1]
P61266
[2]
Syntaxin-1B
[3]
V53L
[4]
MCF7
[5]
Syntaxin
[22] array · 6 items
[0]
GFDFVTFESPADAK
[1]
P38159-3
[2]
Isoform 3 of RNA-binding motif protein, X chr
[3]
A52D
[4]
MCF10
[5]
RRM 1
[23] array · 6 items
[0]
GFGFITFTNPEHASDAMR
[1]
P98179
[2]
Putative RNA-binding protein 3
[3]
V62D
[4]
MCF7
[5]
RRM 1
[24] array · 6 items
[0]
GMLDLLEVHLLDFPNIVIK
[1]
Q6P2Q9
[2]
Pre-mRNA-processing-splicing factor 8
[3]
P1871L
[4]
MCF7
[5]
PRP8 domainIV
[25] array · 6 items
[0]
GTAAAAAAAAAAAAAK (insertion in frame)
[1]
P50914
[2]
60 S ribosomal protein L14
[3]
A159_K160insAAA
[4]
MCF7, MCF10
[5]
[26] array · 6 items
[0]
HQGVMVGMCQKDSYVGDEAQSK
[1]
P68133
[2]
Actin, alpha skeletal muscle
[3]
G50C
[4]
MCF7, MCF10, SKBR3
[5]
Actin
[27] array · 6 items
[0]
HRILPEKYPPPTELLDLQPLPVSALR
[1]
O75643
[2]
U5 small nuclear ribonucleoprotein 200 kDa helicase
[3]
L1289R
[4]
MCF7
[5]
[28] array · 6 items
[0]
IMSLVDPNHCGLVTFQAFIDFMSR
[1]
O43707
[2]
Alpha-actinin-4
[3]
S823C
[4]
SKBR3, MCF7
[5]
[29] array · 6 items
[0]
KHTLSFVDVGTGK
[1]
P31040
[2]
Ubiquinone flavoprotein subunit, mitochondrial
[3]
Y629F
[4]
MCF7
[5]
Succ DH flav C
[30] array · 6 items
[0]
KSQESLTENPSETLKPATSISSTSQTKGINVK
[1]
F5GXV7
[2]
Neurobeachin
[3]
I1735T
[4]
MCF10
[5]
[31] array · 6 items
[0]
LCGLLVLGSWCISVMGFLLETLTILR
[1]
O60412
[2]
Olfactory receptor 7C2
[3]
S156F
[4]
MCF10
[5]
7tm 4
[32] array · 6 items
[0]
LCYVALYFEQEMATAASSSSLEK
[1]
Q6S8J3
[2]
POTE ankyrin domain family member E
[3]
D922Y
[4]
MCF7
[5]
Actin
[33] array · 6 items
[0]
LDTNSDGQLDYSEFLNLIGGLAMACHDSFLK
[1]
P31949
[2]
Protein S100-A11
[3]
F77Y
[4]
MCF10
[5]
EF-hand 1
[34] array · 6 items
[0]
LFDHLESPTPNPTEPLFLAQAEVYK
[1]
P49327
[2]
Fatty acid synthase
[3]
P972L
[4]
SKBR3
[5]
PS-DH
[35] array · 6 items
[0]
LFLASLAAAGSGTDAQVALENEVK
[1]
Q7Z6Z7
[2]
E3 ubiquitin-protein ligase HUWE1
[3]
V2153E
[4]
SKBR3
[5]
[36] array · 6 items
[0]
LTENLSALQR
[1]
Q8TD16-2
[2]
Isoform 2 of Protein bicaudal D homolog 2
[3]
R398Q
[4]
MCF7
[5]
BicD
[37] array · 6 items
[0]
LTQAQIFDYSEIPNFPR
[1]
P00491
[2]
Purine nucleoside phosphorylase
[3]
G51S
[4]
MCF7
[5]
PNP UDP 1
[38] array · 6 items
[0]
MDATFIGNSTAIQELFK
[1]
P04350
[2]
Tubulin beta-4A chain
[3]
A364D
[4]
MCF7, MCF10, SKBR3
[5]
Tubulin C
[39] array · 6 items
[0]
MHDMNTDQENLVGTHDAPIR
[1]
O43684
[2]
Mitotic checkpoint protein BUB3
[3]
L84M
[4]
MCF7
[5]
[40] array · 6 items
[0]
MLVVLRQGTREEDDVVSEDLVQQDVQDLYEAGELK
[1]
P08133
[2]
Annexin A6
[3]
L162R
[4]
SKBR3
[5]
[41] array · 6 items
[0]
QVHPDTGISSKVMGIMNSFVNDIFER
[1]
P23527
[2]
Histone H2B type 1-O
[3]
A59V
[4]
SKBR3, MCF7
[5]
Histone
[42] array · 6 items
[0]
QVYPDTGISSKAMGIMNSFVNDIFER
[1]
O60814
[2]
Histone H2B type 1-K
[3]
H50Y
[4]
SKBR3, MCF7
[5]
Histone
[43] array · 6 items
[0]
SDASSGQSGSRSASRTTR
[1]
P20930
[2]
Filaggrin
[3]
R884S
[4]
SKBR3
[5]
[44] array · 6 items
[0]
SLGQNPTEAELQDMINEVDADGNGTIDFPEFFTMMAR
[1]
P62158
[2]
Calmodulin
[3]
L70F
[4]
MCF7, MCF10, SKBR3
[5]
EF-hand 7
[45] array · 6 items
[0]
SMGIMNSFVNDIFER
[1]
Q8N257
[2]
Histone H2B type 3-B
[3]
A59S
[4]
MCF7, MCF10, SKBR3
[5]
Histone
[46] array · 6 items
[0]
SVIVVLRLNVDLQAVVIFELVY (del/frame shift)
[1]
Q8TC27
[2]
Disintegrin and metalloproteinase domain protein 32
[3]
K388fs*39
[4]
SKBR3, MCF7
[5]
[47] array · 6 items
[0]
SYELPDGQVITIGKER
[1]
P68133
[2]
Actin, alpha skeletal muscle
[3]
N254K
[4]
MCF7, MCF10, SKBR3
[5]
Actin
[48] array · 6 items
[0]
TSPDPLPVSAAPSKAGLPR
[1]
Q13469
[2]
Nuclear factor of activated T-cells, cytoplasmic 2
[3]
S330L
[4]
MCF7
[5]
[49] array · 6 items
[0]
TTGIVMDSGDGVTHTVPIYEAYALPHAILR
[1]
P63261
[2]
Actin, cytoplasmic 2
[3]
G168A
[4]
MCF7, MCF10, SKBR3
[5]
Actin
[50] array · 6 items
[0]
TVSLGAGSKDELHIVEAEAMNYEGSPIK
[1]
P06748-3
[2]
Isoform 3 of Nucleophosmin
[3]
A53S
[4]
SKBR3, MCF10
[5]
Nucleoplasmin
[51] array · 6 items
[0]
VSELEEFINGPNNAHIQQVGDR
[1]
P53675
[2]
Clathrin heavy chain 2
[3]
D1188E
[4]
MCF10
[5]
Clathrin
[52] array · 6 items
[0]
VTNGAFTGEISLGMIK
[1]
P60174-1
[2]
Isoform 2 of Triosephosphate isomerase
[3]
P81L
[4]
SKBR3, MCF7
[5]
TIM
locator
section[5]/table-wrap[1]#Tab1
[3] object · 16 fields
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asset:table:pmid:31316139:2
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table
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jats-table
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application/vnd.jats.table+json
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sha256:821ff33d1370179d0e0d43de353987adc33e9ad0fa5d11cd94468f5f272edeee
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section[7]/table-wrap[1]#Tab2
version
null
note
Hypothetical spectral count scenarios that reflect the detectability of mutated peptides and proteins in a subpopulation of cancer cells that carry the mutation.
structure object · 5 fields
pmcid
PMC6637242
section_index
7
section_title
Discussion
row_count
4
column_count
5
table object · 8 fields
label
Table 2
caption
Hypothetical spectral count scenarios that reflect the detectability of mutated peptides and proteins in a subpopulation of cancer cells that carry the mutation.
rows array · 4 items
[0] array · 5 items
[0]
[1]
Small cell number/Low abundance protein
[2]
Large cell number/Low abundance protein
[3]
Small cell number/High abundance protein
[4]
Large cell number/High abundance protein
[1] array · 5 items
[0]
Spectral counts of the mutated peptides
[1]
Zero-to-low
[2]
Low
[3]
Low
[4]
High
[2] array · 5 items
[0]
Spectral counts of the non-mutated counter-peptides
[1]
Low
[2]
Zero-to-low
[3]
High
[4]
Low
[3] array · 5 items
[0]
Spectral counts of the mutated protein
[1]
Low
[2]
Low
[3]
High
[4]
High
locator
section[7]/table-wrap[1]#Tab2
gaps array · 2 items
[0]
asset:data:geo:PXD014458 not downloaded
[1]
asset:data:geo:PXD014458 licence not read
analysis object · 4 fields
state
absent
methods array · 0 items
targets array · 0 items
gaps array · 2 items
[0]
method
[1]
operations
capability object · 3 fields
state
complete
requirements array · 1 item
[0] object · 6 fields
capability_id
capability:computational_analysis
label
Computational analysis platform
assay_families array · 9 items
[0]
meta_analysis
[1]
machine_learning
[2]
survival_analysis
[3]
statistical_regression
[4]
pca
[5]
molecular_docking
[6]
network_analysis
[7]
differential_expression
[8]
gwas
candidate
Automated Assays Laravel application and simulated adapters
gaps array · 0 items
readiness object · 8 fields
state
blocked
tier
R4
blocking_axis
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Data analyzed in this study are included in the Supplementary Information files that include: full list of peptides with altered amino acid sequences, peptide characteristics and Proteome Discoverer search parameters; spectral count data for the mutated peptides, non-mutated counterparts and parent proteins; matches to cancer driver genes and protein variants; full tandem mass spectra of selected peptides. The mass spectrometry raw files that generated high quality mutated peptide tandem mass spectra have been deposited to the ProteomeXchange Consortium via the PRIDE68 partner repository with the dataset identifier PXD014458.
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ly by using reversed-phase protein arrays or mass spectrometry, has lagged, however, behind gene and transc
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vations. In this study, we report the use of mass spectrometry for detecting the presence of mutations-miss
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expanding the database search process of raw mass spectrometry files by including an in-house built databas
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tations-missense, indels and frame shifts-in MCF7 and SKBR3 breast cancer, and non-tumorigenic
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Methods Materials The breast cancer (MCF7, SKBR3) and nontumorigenic (MCF10) cell line
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Complete file
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No dataset was downloaded and no licence was read."}}, "can_run": {"dsl_operations": [], "assets": ["source:pmid:31316139", "data:geo:PXD014458", "asset:table:pmid:31316139:1", "asset:table:pmid:31316139:2"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:PXD014458"]}, "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": "2026-10-31T18:47:38Z", "independence": "single_reader"}, "evidence_check": {"method": null, "availability": "verbatim"}, "calls": 3, "usage": {"prompt_tokens": 39564, "completion_tokens": 1530, "cached_tokens": 792}}, "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:31316139", "type": "paper", "label": "pmid:31316139"}, {"id": "source:pmid:31316139", "type": "manuscript", "label": "PMID 31316139 full text"}, {"id": "data:geo:PXD014458", "type": "dataset", "label": "GEO PXD014458"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:31316139", "type": "paper", "label": "pmid:31316139"}, {"id": "source:pmid:31316139", "type": "manuscript", "label": "PMID 31316139 full text"}, {"id": "data:geo:PXD014458", "type": "dataset", "label": "GEO PXD014458"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-31316139", "type": "extraction", "used": ["source:pmid:31316139"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-PXD014458", "type": "accession_resolution", "used": ["data:geo:PXD014458"], "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:31316139", "parent_hash": "sha256:977d36b3e84e8cc344a57888ae34dd9c6f4d66736253eb1375acbbb9d36e45b1", "fork_of": null, "generation": 4}, "gaps": ["asset:data:geo:PXD014458 licence not read", "asset:data:geo:PXD014458 not downloaded", "execution.not_run", "method", "operations", "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": ["ly by using reversed-phase protein arrays or mass spectrometry, has lagged, however, behind gene and transc", "vations. In this study, we report the use of mass spectrometry for detecting the presence of mutations-miss", "expanding the database search process of raw mass spectrometry files by including an in-house built databas", "ntifying cancer driving mutations and genes. Mass spectrometry data are available via ProteomeXchange with"], "order_basis": "paper_text_order:337", "id": "assay:1"}, {"role": "data_generation", "definition_id": "cell_culture", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.99, "evidence": ["tations-missense, indels and frame shifts-in MCF7 and SKBR3 breast cancer, and non-tumorigenic", "Methods Materials The breast cancer (MCF7, SKBR3) and nontumorigenic (MCF10) cell line", "rious factors: SKBR3 in McCoy 5 A + FBS 10%; MCF7 in EMEM + bovine insulin 10 μg/mL + FBS 10%;"], "order_basis": "paper_text_order:555", "id": "assay:2"}]}