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pmid:26156581

Proteomic analysis of Artemisia annua--towards elucidating the biosynthetic pathways of the antimalarial pro-drug artemisinin.

Laura Bryant · Brian Flatley · Chhaya Patole · Geoffrey D Brown · Rainer Cramer

BMC plant biology · 2015 doi:10.1186/s12870-015-0565-7

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
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pmid:26156581
kind
science-record
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2026-11-01T15:40:09Z
updated_at
2026-11-01T18:47:25Z
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paper object · 10 fields
state
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title
Proteomic analysis of Artemisia annua--towards elucidating the biosynthetic pathways of the antimalarial pro-drug artemisinin.
doi
10.1186/s12870-015-0565-7
pmid
26156581
authors array · 5 items
[0]
Laura Bryant
[1]
Brian Flatley
[2]
Chhaya Patole
[3]
Geoffrey D Brown
[4]
Rainer Cramer
journal
BMC plant biology
year
2015
abstract
BACKGROUND: MS-based proteomics was applied to the analysis of the medicinal plant Artemisia annua, exploiting a recently published contig sequence database (Graham et al. (2010) Science 327, 328-331) and other genomic and proteomic sequence databases for comparison. A. annua is the predominant natural source of artemisinin, the precursor for artemisinin-based combination therapies (ACTs), which are the WHO-recommended treatment for P. falciparum malaria. RESULTS: The comparison of various databases containing A. annua sequences (NCBInr/viridiplantae, UniProt/viridiplantae, UniProt/A. annua, an A. annua trichome Trinity contig database, the above contig database and another A. annua EST database) revealed significant differences in respect of their suitability for proteomic analysis, showing that an organism-specific database that has undergone extensive curation, leading to longer contig sequences, can greatly increase the number of true positive protein identifications, while reducing the number of false positives. Compared to previously published data an order-of-magnitude more proteins have been identified from trichome-enriched A. annua samples, including proteins which are known to be involved in the biosynthesis of artemisinin, as well as other highly abundant proteins, which suggest additional enzymatic processes occurring within the trichomes that are important for the biosynthesis of artemisinin. CONCLUSIONS: The newly gained information allows for the possibility of an enzymatic pathway, utilizing peroxidases, for the less well understood final stages of artemisinin's biosynthesis, as an alternative to the known non-enzymatic in vitro conversion of dihydroartemisinic acid to artemisinin. Data are available via ProteomeXchange with identifier PXD000703.
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[0] object · 6 fields
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claim-data-access
statement
The data set supporting the results of this article is available in the PRIDE (Proteomics Identifications Database) partner repository at the European Bioinformatics Institute, PXD000703 (http://www.ebi.ac.uk/pride/).
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sections[17] "Availability of supporting data" paragraph 2
quote
The data set supporting the results of this article is available in the PRIDE (Proteomics Identifications Database) partner repository at the European Bioinformatics Institute, PXD000703 (http://www.ebi.ac.uk/pride/).
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Read the published estimate from the source
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null
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The claim, method and evidence span published with the source article.
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source:pmid:26156581
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[0]
the published estimate and its evidence
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[1] object · 13 fields
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obtain_source_data
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2
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Obtain the source data from the named repository
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The GEO series accession resolves and its sample accessions are listed. This lane did not download the dataset or read its licence.
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data:geo:PXD000703
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the source data with its repository provenance
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Run the published analysis
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Apply the paper's statistical method to the resolved series and compare the result with the published target.
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the replicated result and its comparison
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https://doi.org/10.1186/s12870-015-0565-7
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PMC4496932
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The data set supporting the results of this article is available in the PRIDE (Proteomics Identifications Database) partner repository at the European Bioinformatics Institute, PXD000703 (http://www.ebi.ac.uk/pride/).
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GEO accession URL
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The data set supporting the results of this article is available in the PRIDE (Proteomics Identifications Database) partner repository at the European Bioinformatics Institute, PXD000703 (http://www.ebi.ac.uk/pride/).
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title
Proteomic Analysis of Artemisia annua
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Protein identification search results from the MS/MS data of trichome-enriched A. annua sample material
structure object · 5 fields
pmcid
PMC4496932
section_index
4
section_title
LC-MS/MS analysis
row_count
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label
Table 1
caption
Protein identification search results from the MS/MS data of trichome-enriched A. annua sample material
rows array · 6 items
[0] array · 5 items
[0]
Target database
[1]
# of protein family hits
[2]
# of peptides matched above identity threshold in target database
[3]
# of peptides matched above identity threshold in decoy database
[4]
FDR
[1] array · 5 items
[0]
York Artemis contigs (116,303 sequences)
[1]
671
[2]
3072
[3]
58
[4]
1.9 %
[2] array · 5 items
[0]
Artemisia trichomeTrinity contigs (150,282 sequences)
[1]
684
[2]
2636
[3]
85
[4]
3.2 %
[3] array · 5 items
[0]
NCBInr viridiplantae (1,079,491 sequences)
[1]
419
[2]
1286
[3]
60
[4]
4.7 %
[4] array · 5 items
[0]
UniProt A. annua (118 sequences)
[1]
17
[2]
179
[3]
11
[4]
6.2 %
[5] array · 5 items
[0]
UniProt viridiplantae (32,329 sequences)
[1]
319
[2]
1271
[3]
112
[4]
8.8 %
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section[4]/table-wrap[1]#Tab1
[3] object · 16 fields
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Significant protein matches obtained from searching MS/MS data of the trichome-enriched A. annua sample material (against UniProtKB database; taxonomy: A. annua)
structure object · 5 fields
pmcid
PMC4496932
section_index
5
section_title
The trichome-enriched proteome of Artemisia annua
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18
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4
table object · 8 fields
label
Table 2
caption
Significant protein matches obtained from searching MS/MS data of the trichome-enriched A. annua sample material (against UniProtKB database; taxonomy: A. annua)
rows array · 18 items
[0] array · 4 items
[0]
Accession #
[1]
Score
[2]
Mass
[3]
Description
[1] array · 4 items
[0]
Q84UA9
[1]
1811
[2]
35892
[3]
Peroxidase 1
[2] array · 4 items
[0]
Q4Q028
[1]
1037
[2]
25593
[3]
Ribulose bisphosphate carboxylase large chain (Fragment)
[3] array · 4 items
[0]
A5HSG6
[1]
934
[2]
26996
[3]
Chloroplast light-harvesting chlorophyll a/b-binding protein (Fragment)
[4] array · 4 items
[0]
B2CNV6
[1]
393
[2]
28433
[3]
Actin 1 (Fragment)
[5] array · 4 items
[0]
A0A3A2
[1]
273
[2]
10794
[3]
Ribulose bisphosphate carboxylase small chain (Fragment)
[6] array · 4 items
[0]
A5HSG5
[1]
219
[2]
11402
[3]
Histone H4
[7] array · 4 items
[0]
C5H429
[1]
177
[2]
42705
[3]
Artemisinic aldehyde delta-11(13) reductase
[8] array · 4 items
[0]
O22036
[1]
84
[2]
16124
[3]
1-aminocyclopropane-1-carboxylate oxidase (Fragment)
[9] array · 4 items
[0]
D2X5S7
[1]
76
[2]
10971
[3]
Putative ubiquitin-like protein
[10] array · 4 items
[0]
G0WKM6
[1]
54
[2]
26819
[3]
Allene oxide cyclase
[11] array · 4 items
[0]
Q9AR04
[1]
45
[2]
64406
[3]
Amorpha-4,11-diene synthase
[12] array · 4 items
[0]
D2X5N3
[1]
45
[2]
21350
[3]
Glyceraldehyde-3-phosphate dehydrogenase (Fragment)
[13] array · 4 items
[0]
C0LNV1
[1]
43
[2]
38761
[3]
2-alkenal reductase
[14] array · 4 items
[0]
A5HSG7
[1]
33
[2]
14862
[3]
Putative ubiquitin-conjugating enzyme
[15] array · 4 items
[0]
A0A3A1
[1]
24
[2]
24364
[3]
Chitinase-like protein (Fragment)
[16] array · 4 items
[0]
Q9SWQ3
[1]
13
[2]
62512
[3]
HMG-CoA reductase
[17] array · 4 items
[0]
Q2EPZ0
[1]
13
[2]
61373
[3]
Putative heme-binding cytochrome P450
locator
section[5]/table-wrap[1]#Tab2
[4] object · 16 fields
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asset:table:pmid:26156581:3
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jats-table
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null
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read_table
reader_status
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section[5]/table-wrap[2]#Tab3
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note
Highly abundant proteins of the trichome-enriched compared to the trichome-depleted sample material
structure object · 5 fields
pmcid
PMC4496932
section_index
5
section_title
The trichome-enriched proteome of Artemisia annua
row_count
21
column_count
6
table object · 8 fields
label
Table 3
caption
Highly abundant proteins of the trichome-enriched compared to the trichome-depleted sample material
rows array · 21 items
[0] array · 6 items
[0]
Gi number
[1]
EmPAI quotienta
[2]
Access. number (no taxonomy)
[3]
Protein name (no taxonomy)
[4]
Access. number (Tax.: Artemisia)
[5]
Protein name (Tax.: Artemisia)
[1] array · 6 items
[0]
259726479
[1]
6.42
[2]
ACZ51443.1
[3]
Peroxidase protein [Mikania micrantha]
[4]
AAO45182.1
[5]
Peroxidase 1 [Artemisia annua]
[2] array · 6 items
[0]
259544254
[1]
5.70
[2]
XP_002285593.1
[3]
Aspartic proteinase nepenthesin-2 [Vitis vinifera]
[4]
[5]
[3] array · 6 items
[0]
259560512
[1]
4.79
[2]
Q9XIV8.1
[3]
Peroxidase N1
[4]
AAO45182.1
[5]
Peroxidase 1 [Artemisia annua]
[4] array · 6 items
[0]
259867266
[1]
3.86
[2]
XP_004135957.1
[3]
Photosystem II stability/assembly factor HCF136, chloroplastic-like [Cucumis sativus]
[4]
[5]
[5] array · 6 items
[0]
259537187
[1]
3.76
[2]
XP_004251245.1
[3]
Elongation factor 1-beta 1-like [Solanum lycopersicum]
[4]
[5]
[6] array · 6 items
[0]
259859266
[1]
3.73
[2]
XP_003538726.1
[3]
Thylakoid lumenal protein At1g12250, chloroplastic-like [Glycine max]
[4]
[5]
[7] array · 6 items
[0]
259714573
[1]
3.08
[2]
XP_002523024.1
[3]
Amino acid binding protein, putative [Ricinus communis]
[4]
[5]
[8] array · 6 items
[0]
259551155
[1]
2.97
[2]
CAH17986.1
[3]
Peroxidase POA1 [Capsicum annuum]
[4]
AAO45182.1
[5]
Peroxidase 1 [Artemisia annua]
[9] array · 6 items
[0]
259554365
[1]
2.59
[2]
ABK92641.1
[3]
Unknown [Populus trichocarpa]
[4]
[5]
[10] array · 6 items
[0]
259530226
[1]
2.35
[2]
O04287.1
[3]
Peptidyl-prolyl cis-trans isomerase FKBP12
[4]
[5]
[11] array · 6 items
[0]
259724484
[1]
2.13
[2]
CAA81073.1
[3]
H-protein [Flaveria cronquistii]
[4]
[5]
[12] array · 6 items
[0]
259543684
[1]
2.06
[2]
ABV26711.1
[3]
Cyclophilin [Gerbera hybrid cultivar]
[4]
[5]
[13] array · 6 items
[0]
259527950
[1]
1.89
[2]
AAD11576.1
[3]
Lectin 3 [Helianthus tuberosus]
[4]
AFU82531.1
[5]
CjMDR1 protein, partial [Artemisia tridentata]
[14] array · 6 items
[0]
259557766
[1]
1.81
[2]
XP_006350796.1
[3]
Thylakoid lumenal 15 kDa protein 1, chloroplastic-like [Solanum tuberosum]
[4]
[5]
[15] array · 6 items
[0]
259561193
[1]
1.81
[2]
AEF01110.1
[3]
Cyclophilin 2 [Tagetes patula]
[4]
[5]
[16] array · 6 items
[0]
259539505
[1]
1.73
[2]
XP_002301776.1
[3]
Predicted protein [Populus trichocarpa]
[4]
[5]
[17] array · 6 items
[0]
259534802
[1]
1.66
[2]
XP_004249062.1
[3]
Macrophage migration inhibitory factor homolog isoform 2 [Solanum lycopersicum]
[4]
[5]
[18] array · 6 items
[0]
259531358
[1]
1.64
[2]
EOY05690.1
[3]
Cysteine synthase [Theobroma cacao]
[4]
[5]
[19] array · 6 items
[0]
259732623
[1]
1.62
[2]
XP_003544567.1
[3]
Fructose-bisphosphate aldolase, cytoplasmic isozyme 1-like [Glycine max]
[4]
[5]
[20] array · 6 items
[0]
259544645
[1]
1.58
[2]
BAD10859.1
[3]
Cysteine protease [Aster tripolium]
[4]
[5]
locator
section[5]/table-wrap[2]#Tab3
[5] object · 16 fields
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asset:table:pmid:26156581:4
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read_table
reader_status
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section[5]/table-wrap[3]#Tab4
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Highly abundant proteins of the trichome-depleted compared to the trichome-enriched sample material
structure object · 5 fields
pmcid
PMC4496932
section_index
5
section_title
The trichome-enriched proteome of Artemisia annua
row_count
21
column_count
6
table object · 8 fields
label
Table 4
caption
Highly abundant proteins of the trichome-depleted compared to the trichome-enriched sample material
rows array · 21 items
[0] array · 6 items
[0]
Gi number
[1]
EmPAI quotienta
[2]
Acc. number (no taxonomy)
[3]
Protein name (no taxonomy)
[4]
Acc. number (Tax.: Artemisia)
[5]
Protein name (Tax.: Artemisia)
[1] array · 6 items
[0]
259558480
[1]
0.14
[2]
CAE82295.1
[3]
Catalase [Homogyne alpina]
[4]
[5]
[2] array · 6 items
[0]
259720159
[1]
0.20
[2]
AFK36692.1
[3]
Unknown [Medicago truncatula]
[4]
[5]
[3] array · 6 items
[0]
259732783
[1]
0.27
[2]
XP_004140097.1
[3]
Ribosome-recycling factor, chloroplastic-like [Cucumis sativus]
[4]
[5]
[4] array · 6 items
[0]
259539861
[1]
0.33
[2]
ADG96009.1
[3]
Beta-1,3-glucanase PR2 [Chrysanthemum x morifolium]
[4]
[5]
[5] array · 6 items
[0]
259732073
[1]
0.34
[2]
YP_007353779.1
[3]
Component of cytochrome b6/f complex (chloroplast) [Chrysanthemum x morifolium]
[4]
YP_007624808.1
[5]
Cytochrome f (chloroplast) [Artemisia frigida]
[6] array · 6 items
[0]
259542667
[1]
0.35
[2]
P29790.1
[3]
ATP synthase gamma chain, chloroplastic
[4]
[5]
[7] array · 6 items
[0]
259550993
[1]
0.37
[2]
XP_003547929.1
[3]
Ferredoxin--NADP reductase, leaf isozyme, chloroplastic-like isoform 1 [Glycine max]
[4]
AFO64618.1
[5]
Cytochrome P450 reductase [Artemisia annua]
[8] array · 6 items
[0]
259863294
[1]
0.38
[2]
NP_193769.1
[3]
Putative elongation factor Tu [Arabidopsis thaliana]
[4]
[5]
[9] array · 6 items
[0]
259530332
[1]
0.40
[2]
P00290.1
[3]
Plastocyanin
[4]
[5]
[10] array · 6 items
[0]
259532611
[1]
0.42
[2]
XP_002271791.1
[3]
Photosystem II 10 kDa polypeptide, chloroplastic [Vitis vinifera]
[4]
[5]
[11] array · 6 items
[0]
259544910
[1]
0.43
[2]
ABC41657.1
[3]
Carbonic anhydrase 2 [Flaveria pringlei]
[4]
[5]
[12] array · 6 items
[0]
259533513
[1]
0.43
[2]
AAO42615.1
[3]
Ferredoxin [Helianthus annuus]
[4]
[5]
[13] array · 6 items
[0]
259535874
[1]
0.43
[2]
XP_002299232.1
[3]
Predicted protein [Populus trichocarpa]
[4]
[5]
[14] array · 6 items
[0]
259553333
[1]
0.44
[2]
XP_004228903.1
[3]
Photosystem II CP47 chlorophyll apoprotein-like [Solanum lycopersicum]
[4]
YP_007624821.1
[5]
Photosystem II P680 chlorophyll A apoprotein (chloroplast) [Artemisia frigida]
[15] array · 6 items
[0]
259529761
[1]
0.44
[2]
BAL14665.1
[3]
Elongation factor 1-alpha [Chrysanthemum seticuspe f. boreale]
[4]
ACP28182.1
[5]
Elongation factor 1-alpha [Artemisia annua]
[16] array · 6 items
[0]
259529664
[1]
0.49
[2]
ACO35888.1
[3]
Ribulose-1,5-bisphosphate carboxylase/oxygenase small subunit [Ageratina adenophora]
[4]
ABJ74187.1
[5]
Chloroplast ribulose-1,5-bisphosphate carboxylase/oxygenase small subunit [Artemisia annua]
[17] array · 6 items
[0]
259734867
[1]
0.49
[2]
CBI19198.3
[3]
Unnamed protein product [Vitis vinifera]
[4]
[5]
[18] array · 6 items
[0]
259531744
[1]
0.49
[2]
P46486.1
[3]
Photosystem I reaction center subunit III, chloroplastic
[4]
[5]
[19] array · 6 items
[0]
259542148
[1]
0.53
[2]
BAA04633.1
[3]
PSI-H precursor [Nicotiana sylvestris]
[4]
[5]
[20] array · 6 items
[0]
259563039
[1]
0.54
[2]
ABW80752.1
[3]
Chloroplast ribulose 1,5-bisphosphate carboxylase/oxygenase activase [Flaveria bidentis]
[4]
[5]
locator
section[5]/table-wrap[3]#Tab4
[6] object · 16 fields
id
asset:table:pmid:26156581:5
role
table
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jats-table
media_type
application/vnd.jats.table+json
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null
sha256
sha256:540c8136110805aa880842488dcfc46d4d68f8ed7f913ef72a68831f562e800f
bytes
1650
access
open
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verified
reader
read_table
reader_status
available
identifier
section[5]/table-wrap[4]#Tab5
version
null
note
Ten highest abundant proteins detected in the trichome-enriched samples onlya
structure object · 5 fields
pmcid
PMC4496932
section_index
5
section_title
The trichome-enriched proteome of Artemisia annua
row_count
11
column_count
5
table object · 8 fields
label
Table 5
caption
Ten highest abundant proteins detected in the trichome-enriched samples onlya
rows array · 11 items
[0] array · 5 items
[0]
Gi number
[1]
Accesssion number (no taxonomy)
[2]
Protein name (no taxonomy)
[3]
Accession number (Tax.: Artemisia)
[4]
Protein name (Tax.: Artemisia)
[1] array · 5 items
[0]
259723715
[1]
YP_007624803.1
[2]
Ribulose-1,5-bisphosphate carboxylase/oxygenase large subunit (chloroplast) [Artemisia frigida]
[3]
YP_007624803.1
[4]
Ribulose-1,5-bisphosphate carboxylase/oxygenase large subunit (chloroplast) [Artemisia frigida]
[2] array · 5 items
[0]
259717416
[1]
XP_004240055.1
[2]
Cationic peroxidase 1-like [Solanum lycopersicum]
[3]
AAO45182.1
[4]
Peroxidase 1 [Artemisia annua]
[3] array · 5 items
[0]
259711439
[1]
AAM27915.1
[2]
Carbohydrate oxidase [Helianthus annuus]
[3]
[4]
[4] array · 5 items
[0]
259552602
[1]
ACZ74626.1
[2]
Beta-1,3-glucanase form RRII Gln 3 [Hevea brasiliensis]
[3]
[4]
[5] array · 5 items
[0]
259552323
[1]
XP_002514900.1
[2]
Nuclear transport factor, putative [Ricinus communis]
[3]
[4]
[6] array · 5 items
[0]
259732733
[1]
XP_004302854.1
[2]
Chlorophyll a-b binding protein 40, chloroplastic-like [Fragaria vesca subsp. vesca]
[3]
ABQ32304.1
[4]
Chloroplast light-harvesting chlorophyll a/b-binding protein [Artemisia annua]
[7] array · 5 items
[0]
259737301
[1]
XP_002276749.1
[2]
20 kDa chaperonin, chloroplastic [Vitis vinifera]
[3]
[4]
[8] array · 5 items
[0]
259558851
[1]
XP_004159350.1
[2]
ruBisCO large subunit-binding protein subunit beta, chloroplastic-like [Cucumis sativus]
[3]
[4]
[9] array · 5 items
[0]
259717225
[1]
XP_002283307.1
[2]
psbP domain-containing protein 6, chloroplastic [Vitis vinifera]
[3]
[4]
[10] array · 5 items
[0]
259728302
[1]
XP_002272847.1
[2]
Peroxidase N1 [Vitis vinifera]
[3]
AAO45182.1
[4]
Peroxidase 1 [Artemisia annua]
locator
section[5]/table-wrap[4]#Tab5
[7] object · 16 fields
id
asset:table:pmid:26156581:6
role
table
format
jats-table
media_type
application/vnd.jats.table+json
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null
sha256
sha256:2f129088cfd5084b585a51de325a5a9c46958f10709a7d5a21193004b7a6f0ad
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1562
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read_table
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section[5]/table-wrap[5]#Tab6
version
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note
Ten highest abundant proteins detected in the trichome-depleted samples onlya
structure object · 5 fields
pmcid
PMC4496932
section_index
5
section_title
The trichome-enriched proteome of Artemisia annua
row_count
11
column_count
5
table object · 8 fields
label
Table 6
caption
Ten highest abundant proteins detected in the trichome-depleted samples onlya
rows array · 11 items
[0] array · 5 items
[0]
Gi number
[1]
Accession number (no taxonomy)
[2]
Protein name (no taxonomy)
[3]
Accession number (Tax.: Artemisia)
[4]
Protein name (Tax.: Artemisia)
[1] array · 5 items
[0]
259550200
[1]
EOY18549.1
[2]
ATP synthase D chain, mitochondrial [Theobroma cacao]
[3]
[4]
[2] array · 5 items
[0]
259729601
[1]
XP_002965312.1
[2]
Hypothetical protein SELMODRAFT_439163 [Selaginella moellendorffii]
[3]
AFU82552.1
[4]
Heat shock protein, partial [Artemisia tridentata]
[3] array · 5 items
[0]
259540721
[1]
AAC84136.1
[2]
Ribosomal protein L12 [Cichorium intybus]
[3]
[4]
[4] array · 5 items
[0]
259545610
[1]
XP_003543611.1
[2]
60S ribosomal protein L28-2 [Glycine max]
[3]
[4]
[5] array · 5 items
[0]
259719587
[1]
AET22433.1
[2]
Glutamate synthase [Camellia sinensis]
[3]
[4]
[6] array · 5 items
[0]
259870147
[1]
XP_004503350.1
[2]
40S ribosomal protein S2-3-like [Cicer arietinum]
[3]
ABQ32304.1
[4]
Chloroplast light-harvesting chlorophyll a/b-binding protein [Artemisia annua]
[7] array · 5 items
[0]
259543403
[1]
CAA65042.1
[2]
Chlorophyll a/b-binding protein CP26 in PS II [Brassica juncea]
[3]
ABQ32304.1
[4]
Chloroplast light-harvesting chlorophyll a/b-binding protein [Artemisia annua]
[8] array · 5 items
[0]
259736780
[1]
XP_003547929.1
[2]
Ferredoxin--NADP reductase, leaf isozyme, chloroplastic-like isoform 1 [Glycine max]
[3]
AFO64618.1
[4]
Cytochrome P450 reductase [Artemisia annua]
[9] array · 5 items
[0]
259532505
[1]
AEC10962.1
[2]
40S ribosomal protein s10 [Camellia sinensis]
[3]
[4]
[10] array · 5 items
[0]
259538077
[1]
XP_002301623.1
[2]
Predicted protein [Populus trichocarpa]
[3]
[4]
locator
section[5]/table-wrap[5]#Tab6
gaps array · 2 items
[0]
asset:data:geo:PXD000703 not downloaded
[1]
asset:data:geo:PXD000703 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
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 (not named), but the corpus's method extractor could not map it onto a DSL operation, so the method is published but not expressible.
capability object · 4 fields
tier
R1
capability_id
capability:computational_analysis
availability_state
owned
basis
The computational analysis is owned. The physical bench the paper used is not, so a physical validation cannot be run here.
data object · 6 fields
tier
R1
reachable
true
accessions array · 1 item
[0]
PXD000703
resolved_accessions array · 1 item
[0]
PXD000703
statements array · 1 item
[0]
The data set supporting the results of this article is available in the PRIDE (Proteomics Identifications Database) partner repository at the European Bioinformatics Institute, PXD000703 (http://www.ebi.ac.uk/pride/).
basis
The paper names PXD000703 in ProteomeXchange Consortium via the PRIDE (Proteomics Identifications Database) partner repository at the European Bioinformatics Institute 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 · 8 items
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source:pmid:26156581
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data:geo:PXD000703
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asset:table:pmid:26156581:1
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asset:table:pmid:26156581:2
[4]
asset:table:pmid:26156581:3
[5]
asset:table:pmid:26156581:4
[6]
asset:table:pmid:26156581:5
[7]
asset:table:pmid:26156581:6
steps array · 1 item
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run_analysis
must_build object · 5 fields
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data:geo:PXD000703
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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
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minimax
read_at
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independence
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method
null
availability
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3
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prompt_tokens
38188
completion_tokens
1533
cached_tokens
656
stages array · 1 item
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id
extraction
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complete
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MiniMax-M3.1-Flash
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minimax
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review.independent_reader
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review.machine_critique
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review.human_critique
execution object · 5 fields
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absent
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not_run
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execution.not_run
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pmid:26156581
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paper
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pmid:26156581
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source:pmid:26156581
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PMID 26156581 full text
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data:geo:PXD000703
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GEO PXD000703
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pmid:26156581
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source:pmid:26156581
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PMID 26156581 full text
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data:geo:PXD000703
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GEO PXD000703
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agent:corpus-assay-engine
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Complete file
{"sci_version": "1.0", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:26156581", "kind": "science-record", "revision": 3, "content_hash": "sha256:ad7e556eb4ea3592a6a4302849bf8039e1bbe3284555365852175f616a881518", "created_at": "2026-11-01T15:40:09Z", "updated_at": "2026-11-01T18:47:25Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Proteomic analysis of Artemisia annua--towards elucidating the biosynthetic pathways of the antimalarial pro-drug artemisinin.", "doi": "10.1186/s12870-015-0565-7", "pmid": "26156581", "authors": ["Laura Bryant", "Brian Flatley", "Chhaya Patole", "Geoffrey D Brown", "Rainer Cramer"], "journal": "BMC plant biology", "year": 2015, "abstract": "BACKGROUND: MS-based proteomics was applied to the analysis of the medicinal plant Artemisia annua, exploiting a recently published contig sequence database (Graham et al. (2010) Science 327, 328-331) and other genomic and proteomic sequence databases for comparison. A. annua is the predominant natural source of artemisinin, the precursor for artemisinin-based combination therapies (ACTs), which are the WHO-recommended treatment for P. falciparum malaria.\nRESULTS: The comparison of various databases containing A. annua sequences (NCBInr/viridiplantae, UniProt/viridiplantae, UniProt/A. annua, an A. annua trichome Trinity contig database, the above contig database and another A. annua EST database) revealed significant differences in respect of their suitability for proteomic analysis, showing that an organism-specific database that has undergone extensive curation, leading to longer contig sequences, can greatly increase the number of true positive protein identifications, while reducing the number of false positives. Compared to previously published data an order-of-magnitude more proteins have been identified from trichome-enriched A. annua samples, including proteins which are known to be involved in the biosynthesis of artemisinin, as well as other highly abundant proteins, which suggest additional enzymatic processes occurring within the trichomes that are important for the biosynthesis of artemisinin.\nCONCLUSIONS: The newly gained information allows for the possibility of an enzymatic pathway, utilizing peroxidases, for the less well understood final stages of artemisinin's biosynthesis, as an alternative to the known non-enzymatic in vitro conversion of dihydroartemisinic acid to artemisinin. Data are available via ProteomeXchange with identifier PXD000703.", "claims": [{"id": "claim-data-access", "statement": "The data set supporting the results of this article is available in the PRIDE (Proteomics Identifications Database) partner repository at the European Bioinformatics Institute, PXD000703 (http://www.ebi.ac.uk/pride/).", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:26156581", "locator": "sections[17] \"Availability of supporting data\" paragraph 2", "quote": "The data set supporting the results of this article is available in the PRIDE (Proteomics Identifications Database) partner repository at the European Bioinformatics Institute, PXD000703 (http://www.ebi.ac.uk/pride/)."}], "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:26156581"], "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:PXD000703"], "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:PXD000703"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:26156581", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1186/s12870-015-0565-7", "sha256": "sha256:bc94ef0ed424da2f14b59154f7ba7f7ca4d91ab6d4d0192f646470a3172cd9ed", "bytes": 50814, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.1186/s12870-015-0565-7", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC4496932", "source": "europe_pmc_fulltext", "coverage": "whole_body", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:PXD000703", "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=PXD000703", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "PXD000703", "version": null, "note": "The data set supporting the results of this article is available in the PRIDE (Proteomics Identifications Database) partner repository at the European Bioinformatics Institute, PXD000703 (http://www.ebi.ac.uk/pride/).", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The data set supporting the results of this article is available in the PRIDE (Proteomics Identifications Database) partner repository at the European Bioinformatics Institute, PXD000703 (http://www.ebi.ac.uk/pride/).", "access_statement_kind": "data_availability_statement", "sample_accessions": [], "sample_count": null, "group_sizes": null, "group_sizes_basis": null, "platform": null, "taxon": null, "title": "Proteomic Analysis of Artemisia annua", "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:26156581:1", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": 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"3.2 %"], ["NCBInr viridiplantae (1,079,491 sequences)", "419", "1286", "60", "4.7 %"], ["UniProt A. annua (118 sequences)", "17", "179", "11", "6.2 %"], ["UniProt viridiplantae (32,329 sequences)", "319", "1271", "112", "8.8 %"]], "row_count": 6, "column_count": 5, "numeric_cells": 25, "header_rows": 1, "locator": "section[4]/table-wrap[1]#Tab1"}}, {"id": "asset:table:pmid:26156581:2", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:c511a70ddcccd9bf61175f40ffeadf7045b6ee74b8567f2b1362458ba2c7c5ee", "bytes": 1414, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[5]/table-wrap[1]#Tab2", "version": null, "note": "Significant protein matches obtained from searching MS/MS data of the trichome-enriched A. annua sample material (against UniProtKB database; taxonomy: A. annua)", "structure": {"pmcid": "PMC4496932", "section_index": 5, "section_title": 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