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

pmid:40323689

Verification of biological markers of subacute cutaneous lupus erythematosus via TMT labelling proteomics combined with transcriptome data.

Yuan Tao · Guo Hua · Sun Min · Lu Xiao-Hong · Jiang Jia-Hui · Tang Biao · He Cai-Feng · Zhang Cheng · Ci Chao · Wu Jian-Ping

Annals of medicine · 2025 doi:10.1080/07853890.2025.2500696

Paper

complete

Experiment

partial

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:40323689
kind
science-record
content_hash
sha256:8eaaed176b2a531d124668f12a032532388b7529ffc002136d26880022b6e526
schema
https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json
created_at
2026-11-01T20:30:29Z
updated_at
2026-11-01T22:14:01Z
generator object · 2 fields
name
corpus-assay-engine
run_id
reading-sci-2026-11-01
paper object · 10 fields
state
complete
title
Verification of biological markers of subacute cutaneous lupus erythematosus via TMT labelling proteomics combined with transcriptome data.
doi
10.1080/07853890.2025.2500696
pmid
40323689
authors array · 10 items
[0]
Yuan Tao
[1]
Guo Hua
[2]
Sun Min
[3]
Lu Xiao-Hong
[4]
Jiang Jia-Hui
[5]
Tang Biao
[6]
He Cai-Feng
[7]
Zhang Cheng
[8]
Ci Chao
[9]
Wu Jian-Ping
journal
Annals of medicine
year
2025
abstract
OBJECTIVE: This study aimed to investigate biological markers in subacute cutaneous lupus erythematosus (SCLE). METHODS: The tandem mass tag (TMT)-labelling proteomics method was used to explore differentially expressed proteins between SCLE lesions and normal skin tissues. The differences in transcriptomic data between SCLE tissues and normal skin tissues were analysed from the GEO database (GSE81071, GSE109248 and GSE112943). The differences in transcriptomic data from peripheral blood mononuclear cells (PBMCs) of patients with systemic lupus erythematosus (SLE) and normal controls were analysed (GSE81622 and GSE154851). The 35 healthy controls, 30 SCLE patients, 35 SLE patients and 30 lupus nephritis (LN) patients were diagnosed and enrolled. The serum expression levels of IFI44 and EPSTI1 were detected. Data were presented as the mean ± standard deviation or frequency and were analysed using Student's t-test, Chi-square test and one-way ANOVA between the groups. Receiver operating characteristic (ROC) curves were used to analyse the clinical efficacy of IFI44 and EPSTI1 in distinguishing SCLE from SLE. RESULTS: In a comparative analysis of SCLE lesions and normal skin tissues, proteomics studies identified 376 proteins that exhibited significant differential expression. In GO and KEGG analyses, the enriched terms mainly included the interferon-gamma-mediated signalling pathway (p < .001), immune receptor activity (p < .001) and cell adhesion molecules (p < .001). The top 10 hub genes were screened in SCLE as follows: CD8A, CXCL10, IFI44, CD7, CCL5, TLR4, EPSTI1, ISG15, KLRD1 and SELL using Cytoscape (3.10.1) software. The 15 common proteins/genes between proteomics and three datasets results were found, including CXCL10, OAS1, DDX60L, CFB, IFI6, HERC6, IFI44L, GBP1, EPSTI1, OAS2, CXCL11, TYMP, IFI44, ISG15 and IFIT3. The 61 differentially expressed genes in GSE81622 and the top 100 differentially expressed genes in GSE154851, alongside the 15 identified genes described above through Venn diagram analysis. Four common genes, IFI44L, IFI44, EPSTI1 and OAS1, were identified. Two common genes, IFI44 and EPSTI1, were found in hub genes from the proteomics results. The serum levels of IFI44 and EPSTI1 in LN were significantly higher than those in SLE patients (p < .05). ROC curve analysis demonstrated that serum levels of IFI44 and EPSTI1 could differentiate SCLE from SLE with an area under the curve (AUC) of 0.898 and 0.847, respectively. CONCLUSIONS: The IFI44 and EPSTI1 proved to be closely involved in the progression from SCLE to SLE, and can represent new candidate diagnostic molecular markers of occurrence and progression of SCLE.
claims array · 3 items
[0] object · 6 fields
id
claim-method
statement
Receiver operating characteristic (ROC) curves were used to analyse the clinical efficacy of IFI44 and EPSTI1 in distinguishing SCLE from SLE.
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:40323689
locator
sections[0] "Abstract" paragraph 2
quote
Receiver operating characteristic (ROC) curves were used to analyse the clinical efficacy of IFI44 and EPSTI1 in distinguishing SCLE from SLE.
state
complete
[1] object · 6 fields
id
claim-data-access
statement
The raw proteomics data in this study were obtained by contacting the corresponding authors Ci Chao and Wu Jian-ping with a reasonable request (Email: cichao8911@126.com, wujp0526@163.com).
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:40323689
locator
sections[24] "Data availability statement" paragraph 2
quote
The raw proteomics data in this study were obtained by contacting the corresponding authors Ci Chao and Wu Jian-ping with a reasonable request (Email: cichao8911@126.com, wujp0526@163.com).
state
complete
[2] object · 6 fields
id
claim-target-result
statement
Receiver operating characteristic curve analysis demonstrated that serum IFI44 and EPSTI1 could differentiate SCLE from SLE with AUC values of 0.898 and 0.847, respectively.
kind
qualitative
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:40323689
locator
sections[0] "Abstract" paragraph 3
quote
ROC curve analysis demonstrated that serum levels of IFI44 and EPSTI1 could differentiate SCLE from SLE with an area under the curve (AUC) of 0.898 and 0.847, respectively.
state
complete
gaps array · 0 items
experiment object · 8 fields
state
partial
objective
Receiver operating characteristic curve analysis demonstrated that serum IFI44 and EPSTI1 could differentiate SCLE from SLE with AUC values of 0.898 and 0.847, respectively.
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:40323689
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:GSE109248
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
blocked
blocked_on
method:student_t
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:GSE109248
outputs array · 1 item
[0]
the replicated result and its comparison
instruments array · 0 items
reagents array · 0 items
materials array · 0 items
instruments array · 0 items
reagents array · 0 items
conditions object · 0 fields
gaps array · 1 item
[0]
step:run_analysis blocked on method:student_t
data object · 3 fields
state
partial
assets array · 6 items
[0] object · 15 fields
id
source:pmid:40323689
role
manuscript
format
xml
media_type
application/xml
uri
https://doi.org/10.1080/07853890.2025.2500696
sha256
sha256:5702e3349078754ab2d54763f3a1a83fe8c6b702ead18ccafea983988278181e
bytes
33326
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
10.1080/07853890.2025.2500696
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
PMC12054568
source
europe_pmc_fulltext
coverage
whole_body_without_references
text_hash_scope
rendered_section_body
[1] object · 15 fields
id
data:geo:GSE109248
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=GSE109248
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE109248
version
null
note
The raw proteomics data in this study were obtained by contacting the corresponding authors Ci Chao and Wu Jian-ping with a reasonable request (Email: cichao8911@126.com, wujp0526@163.com).
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The raw proteomics data in this study were obtained by contacting the corresponding authors Ci Chao and Wu Jian-ping with a reasonable request (Email: cichao8911@126.com, wujp0526@163.com).
access_statement_kind
data_availability_statement
sample_accessions array · 56 items
[0]
GSM2935828
[1]
GSM2935829
[2]
GSM2935830
[3]
GSM2935831
[4]
GSM2935832
[5]
GSM2935833
[6]
GSM2935834
[7]
GSM2935835
[8]
GSM2935836
[9]
GSM2935837
[10]
GSM2935838
[11]
GSM2935839
[12]
GSM2935840
[13]
GSM2935841
[14]
GSM2935842
[15]
GSM2935843
[16]
GSM2935844
[17]
GSM2935845
[18]
GSM2935846
[19]
GSM2935847
[20]
GSM2935848
[21]
GSM2935849
[22]
GSM2935850
[23]
GSM2935851
[24]
GSM2935852
[25]
GSM2935853
[26]
GSM2935854
[27]
GSM2935855
[28]
GSM2935856
[29]
GSM2935857
[30]
GSM2935858
[31]
GSM2935859
[32]
GSM2935860
[33]
GSM2935861
[34]
GSM2935862
[35]
GSM2935863
[36]
GSM2935864
[37]
GSM2935865
[38]
GSM2935866
[39]
GSM2935867
[40]
GSM2935868
[41]
GSM2935869
[42]
GSM2935870
[43]
GSM2935871
[44]
GSM2935872
[45]
GSM2935873
[46]
GSM2935874
[47]
GSM2935875
[48]
GSM2935876
[49]
GSM2935877
[50]
GSM2935878
[51]
GSM2935879
[52]
GSM2935880
[53]
GSM2935881
[54]
GSM2935882
[55]
GSM2935883
sample_count
56
group_sizes
null
group_sizes_basis
null
platform
10558
taxon
Homo sapiens
title
Genome-wide analysis of gene expression of cutaneous lupus and cutaneous psoriasis lesions
resolution_checked_at
2026-11-01T15:39:54Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[2] object · 15 fields
id
data:geo:GSE112943
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=GSE112943
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE112943
version
null
note
The raw proteomics data in this study were obtained by contacting the corresponding authors Ci Chao and Wu Jian-ping with a reasonable request (Email: cichao8911@126.com, wujp0526@163.com).
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The raw proteomics data in this study were obtained by contacting the corresponding authors Ci Chao and Wu Jian-ping with a reasonable request (Email: cichao8911@126.com, wujp0526@163.com).
access_statement_kind
data_availability_statement
sample_accessions array · 47 items
[0]
GSM3091745
[1]
GSM3091746
[2]
GSM3091747
[3]
GSM3091748
[4]
GSM3091749
[5]
GSM3091750
[6]
GSM3091751
[7]
GSM3091752
[8]
GSM3091753
[9]
GSM3091754
[10]
GSM3091755
[11]
GSM3091756
[12]
GSM3091757
[13]
GSM3091758
[14]
GSM3091759
[15]
GSM3091760
[16]
GSM3091765
[17]
GSM3091766
[18]
GSM3091767
[19]
GSM3091768
[20]
GSM3091769
[21]
GSM3091770
[22]
GSM3091771
[23]
GSM3091772
[24]
GSM3091773
[25]
GSM3091774
[26]
GSM3091775
[27]
GSM3091776
[28]
GSM3091777
[29]
GSM3091778
[30]
GSM3091779
[31]
GSM3091780
[32]
GSM3091781
[33]
GSM3091782
[34]
GSM3091783
[35]
GSM3091784
[36]
GSM3091785
[37]
GSM3091786
[38]
GSM3091787
[39]
GSM3091788
[40]
GSM3091789
[41]
GSM3091790
[42]
GSM3091791
[43]
GSM3091792
[44]
GSM3091793
[45]
GSM3091794
[46]
GSM3091795
sample_count
47
group_sizes
null
group_sizes_basis
null
platform
10558
taxon
Homo sapiens
title
Genome-wide analysis of gene expression of cutaneous lupus skin samples and lupus nephritis kidney samples
resolution_checked_at
2026-11-01T18:46:34Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[3] object · 15 fields
id
data:geo:GSE154851
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=GSE154851
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE154851
version
null
note
The raw proteomics data in this study were obtained by contacting the corresponding authors Ci Chao and Wu Jian-ping with a reasonable request (Email: cichao8911@126.com, wujp0526@163.com).
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The raw proteomics data in this study were obtained by contacting the corresponding authors Ci Chao and Wu Jian-ping with a reasonable request (Email: cichao8911@126.com, wujp0526@163.com).
access_statement_kind
data_availability_statement
sample_accessions array · 70 items
[0]
GSM4681537
[1]
GSM4681538
[2]
GSM4681539
[3]
GSM4681540
[4]
GSM4681541
[5]
GSM4681542
[6]
GSM4681543
[7]
GSM4681544
[8]
GSM4681545
[9]
GSM4681546
[10]
GSM4681547
[11]
GSM4681548
[12]
GSM4681549
[13]
GSM4681550
[14]
GSM4681551
[15]
GSM4681552
[16]
GSM4681553
[17]
GSM4681554
[18]
GSM4681555
[19]
GSM4681556
[20]
GSM4681557
[21]
GSM4681558
[22]
GSM4681559
[23]
GSM4681560
[24]
GSM4681561
[25]
GSM4681562
[26]
GSM4681563
[27]
GSM4681564
[28]
GSM4681565
[29]
GSM4681566
[30]
GSM4681567
[31]
GSM4681568
[32]
GSM4681569
[33]
GSM4681570
[34]
GSM4681571
[35]
GSM4681572
[36]
GSM4681573
[37]
GSM4681574
[38]
GSM4681575
[39]
GSM4681576
[40]
GSM4681577
[41]
GSM4681578
[42]
GSM4681579
[43]
GSM4681580
[44]
GSM4681581
[45]
GSM4681582
[46]
GSM4681583
[47]
GSM4681584
[48]
GSM4681585
[49]
GSM4681586
[50]
GSM4681587
[51]
GSM4681588
[52]
GSM4681589
[53]
GSM4681590
[54]
GSM4681591
[55]
GSM4681592
[56]
GSM4681593
[57]
GSM4681594
[58]
GSM4681595
[59]
GSM4681596
[60]
GSM4681597
[61]
GSM4681598
[62]
GSM4681599
[63]
GSM4681600
[64]
GSM4681601
[65]
GSM4681602
[66]
GSM4681603
[67]
GSM4681604
[68]
GSM4681605
[69]
GSM4681606
sample_count
70
group_sizes
null
group_sizes_basis
null
platform
16699
taxon
Homo sapiens
title
Investigation Of Genes Associated With Atherosclerosis In Patients With Systemic Lupus Erythematosus
resolution_checked_at
2026-11-01T18:46:34Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[4] object · 15 fields
id
data:geo:GSE81071
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=GSE81071
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE81071
version
null
note
The raw proteomics data in this study were obtained by contacting the corresponding authors Ci Chao and Wu Jian-ping with a reasonable request (Email: cichao8911@126.com, wujp0526@163.com).
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The raw proteomics data in this study were obtained by contacting the corresponding authors Ci Chao and Wu Jian-ping with a reasonable request (Email: cichao8911@126.com, wujp0526@163.com).
access_statement_kind
data_availability_statement
sample_accessions array · 103 items
[0]
GSM2142137
[1]
GSM2142138
[2]
GSM2142139
[3]
GSM2142140
[4]
GSM2142141
[5]
GSM2142142
[6]
GSM2142143
[7]
GSM2142144
[8]
GSM2142145
[9]
GSM2142146
[10]
GSM2142147
[11]
GSM2142148
[12]
GSM2142149
[13]
GSM2142150
[14]
GSM2142151
[15]
GSM2142152
[16]
GSM2142153
[17]
GSM2142154
[18]
GSM2142155
[19]
GSM2142156
[20]
GSM2142157
[21]
GSM2142158
[22]
GSM2142159
[23]
GSM2142160
[24]
GSM2142161
[25]
GSM2142162
[26]
GSM2142163
[27]
GSM2142164
[28]
GSM2142165
[29]
GSM2142166
[30]
GSM2142167
[31]
GSM2142168
[32]
GSM2142169
[33]
GSM2142170
[34]
GSM2142171
[35]
GSM2142172
[36]
GSM2142173
[37]
GSM2142174
[38]
GSM2142175
[39]
GSM2142176
[40]
GSM2142177
[41]
GSM2142178
[42]
GSM2142179
[43]
GSM2142180
[44]
GSM2142181
[45]
GSM2142182
[46]
GSM2142183
[47]
GSM2142184
[48]
GSM2142185
[49]
GSM2142186
[50]
GSM2142187
[51]
GSM2142188
[52]
GSM2142189
[53]
GSM2142190
[54]
GSM2142191
[55]
GSM2142192
[56]
GSM3999298
[57]
GSM3999300
[58]
GSM3999301
[59]
GSM3999303
[60]
GSM3999304
[61]
GSM3999306
[62]
GSM3999307
[63]
GSM3999308
[64]
GSM3999309
[65]
GSM3999311
[66]
GSM3999312
[67]
GSM3999313
[68]
GSM3999314
[69]
GSM3999315
[70]
GSM3999317
[71]
GSM3999318
[72]
GSM3999319
[73]
GSM3999320
[74]
GSM3999322
[75]
GSM3999323
[76]
GSM3999324
[77]
GSM3999326
[78]
GSM3999327
[79]
GSM3999328
[80]
GSM3999330
[81]
GSM3999332
[82]
GSM3999333
[83]
GSM3999334
[84]
GSM3999336
[85]
GSM3999337
[86]
GSM3999339
[87]
GSM3999340
[88]
GSM3999341
[89]
GSM3999343
[90]
GSM3999344
[91]
GSM3999345
[92]
GSM3999347
[93]
GSM3999348
[94]
GSM3999349
[95]
GSM3999351
[96]
GSM3999352
[97]
GSM3999353
[98]
GSM3999355
[99]
GSM3999356
[100]
GSM3999357
[101]
GSM3999359
[102]
GSM3999360
sample_count
103
group_sizes
null
group_sizes_basis
null
platform
19983
taxon
Homo sapiens
title
Gene expression from human discoid (DLE) and subacute (sCLE) cutaneous lupus subtypes
resolution_checked_at
2026-11-01T20:16:08Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[5] object · 15 fields
id
data:geo:GSE81622
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=GSE81622
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE81622
version
null
note
The raw proteomics data in this study were obtained by contacting the corresponding authors Ci Chao and Wu Jian-ping with a reasonable request (Email: cichao8911@126.com, wujp0526@163.com).
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The raw proteomics data in this study were obtained by contacting the corresponding authors Ci Chao and Wu Jian-ping with a reasonable request (Email: cichao8911@126.com, wujp0526@163.com).
access_statement_kind
data_availability_statement
sample_accessions array · 55 items
[0]
GSM2159829
[1]
GSM2159830
[2]
GSM2159831
[3]
GSM2159832
[4]
GSM2159833
[5]
GSM2159834
[6]
GSM2159835
[7]
GSM2159836
[8]
GSM2159837
[9]
GSM2159838
[10]
GSM2159839
[11]
GSM2159840
[12]
GSM2159841
[13]
GSM2159842
[14]
GSM2159843
[15]
GSM2159844
[16]
GSM2159845
[17]
GSM2159846
[18]
GSM2159847
[19]
GSM2159848
[20]
GSM2159849
[21]
GSM2159850
[22]
GSM2159851
[23]
GSM2159852
[24]
GSM2159853
[25]
GSM2159854
[26]
GSM2159855
[27]
GSM2159856
[28]
GSM2159857
[29]
GSM2159858
[30]
GSM2159859
[31]
GSM2159860
[32]
GSM2159861
[33]
GSM2159862
[34]
GSM2159863
[35]
GSM2159864
[36]
GSM2159865
[37]
GSM2159866
[38]
GSM2159867
[39]
GSM2159868
[40]
GSM2159869
[41]
GSM2159870
[42]
GSM2159871
[43]
GSM2159872
[44]
GSM2159873
[45]
GSM2159874
[46]
GSM2159875
[47]
GSM2159876
[48]
GSM2159877
[49]
GSM2159878
[50]
GSM2159879
[51]
GSM2159880
[52]
GSM2159881
[53]
GSM2159882
[54]
GSM2159883
sample_count
55
group_sizes
null
group_sizes_basis
null
platform
10558
taxon
Homo sapiens
title
Whole genome transcription and DNA methylation analysis of peripheral blood mononuclear cells identified aberrant gene regulation pathways in systemic lupus erythematosus [expression]
resolution_checked_at
2026-11-01T15:39:55Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
gaps array · 10 items
[0]
asset:data:geo:GSE109248 not downloaded
[1]
asset:data:geo:GSE109248 licence not read
[2]
asset:data:geo:GSE112943 not downloaded
[3]
asset:data:geo:GSE112943 licence not read
[4]
asset:data:geo:GSE154851 not downloaded
[5]
asset:data:geo:GSE154851 licence not read
[6]
asset:data:geo:GSE81071 not downloaded
[7]
asset:data:geo:GSE81071 licence not read
[8]
asset:data:geo:GSE81622 not downloaded
[9]
asset:data:geo:GSE81622 licence not read
analysis object · 4 fields
state
partial
methods array · 5 items
[0] object · 10 fields
id
method-1
family
group_comparison
specific
student_t_test
label
Group comparison
dsl_operations array · 0 items
missing_operations array · 1 item
[0]
student_t
expressible
false
parameters object · 0 fields
data_shapes array · 1 item
[0]
two_or_more_groups_continuous
evidence object · 3 fields
score
0.7
band
medium
quote
Student's t-test
[1] object · 10 fields
id
method-2
family
group_comparison
specific
anova
label
Group comparison
dsl_operations array · 4 items
[0]
group_summary
[1]
welch_t
[2]
bootstrap_mean_difference
[3]
group_comparison_anova
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[0]
two_or_more_groups_continuous
evidence object · 3 fields
score
0.7
band
medium
quote
ANOVA
[2] object · 10 fields
id
method-3
family
diagnostic_evaluation
specific
roc
label
Diagnostic test evaluation
dsl_operations array · 6 items
[0]
confusion_counts
[1]
roc_curve
[2]
sensitivity_specificity
[3]
solve_confusion_matrix
[4]
classification_metrics
[5]
published_precision_envelope
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[0]
reference_standard_and_test
evidence object · 3 fields
score
0.7
band
medium
quote
ROC curve
[3] object · 10 fields
id
method-4
family
contingency_analysis
specific
chi_square
label
Categorical (contingency table) analysis
dsl_operations array · 1 item
[0]
chi_square_test
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[0]
categorical_cross_tabulation
evidence object · 3 fields
score
0.7
band
medium
quote
Chi-square
[4] object · 10 fields
id
method-5
family
null
specific
null
label
Receiver operating characteristic (ROC) curve analysis
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
Receiver operating characteristic (ROC) curves were used to analyse the clinical efficacy of IFI44 and EPSTI1 in distinguishing SCLE from SLE.
targets array · 0 items
gaps array · 2 items
[0]
method.reader_named_unmapped
[1]
method.student_t
capability object · 3 fields
state
complete
requirements array · 1 item
[0] object · 6 fields
capability_id
capability:computational_analysis
label
Computational analysis platform
assay_families array · 9 items
[0]
meta_analysis
[1]
machine_learning
[2]
survival_analysis
[3]
statistical_regression
[4]
pca
[5]
molecular_docking
[6]
network_analysis
[7]
differential_expression
[8]
gwas
candidate
Automated Assays Laravel application and simulated adapters
gaps array · 0 items
readiness object · 8 fields
state
complete
tier
R1
blocked_on
nothing:replicable_now
axes object · 3 fields
method object · 5 fields
tier
R1
expressible
false
required_operations array · 0 items
missing_operations array · 1 item
[0]
student_t
basis
The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: student_t_test.
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 · 5 items
[0]
GSE81071
[1]
GSE109248
[2]
GSE112943
[3]
GSE154851
[4]
GSE81622
resolved_accessions array · 5 items
[0]
GSE81071
[1]
GSE109248
[2]
GSE112943
[3]
GSE154851
[4]
GSE81622
statements array · 1 item
[0]
The raw proteomics data in this study were obtained by contacting the corresponding authors Ci Chao and Wu Jian-ping with a reasonable request (Email: cichao8911@126.com, wujp0526@163.com).
basis
The paper names GSE81071, GSE109248, GSE112943, GSE154851, GSE81622 in GEO database 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 · 2 items
[0]
source:pmid:40323689
[1]
data:geo:GSE109248
steps array · 0 items
must_build object · 5 fields
dsl_operations array · 1 item
[0] object · 3 fields
operation
student_t
priority
null
converters array · 0 items
readers array · 0 items
capabilities array · 0 items
data_gaps array · 1 item
[0]
data:geo:GSE109248
gaps array · 0 items
review object · 5 fields
state
partial
machine_critique object · 5 fields
kind
extraction_review
reader object · 5 fields
model
MiniMax-M3.1-Flash
provider
minimax
provider_family
minimax
read_at
2026-11-01T19:51:54Z
independence
single_reader
evidence_check object · 2 fields
method
verbatim
availability
verbatim
calls
5
usage object · 3 fields
prompt_tokens
9551
completion_tokens
1573
cached_tokens
264
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:40323689
type
paper
label
pmid:40323689
[1] object · 3 fields
id
source:pmid:40323689
type
manuscript
label
PMID 40323689 full text
[2] object · 3 fields
id
data:geo:GSE109248
type
dataset
label
GEO GSE109248
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:40323689
type
paper
label
pmid:40323689
[1] object · 3 fields
id
source:pmid:40323689
type
manuscript
label
PMID 40323689 full text
[2] object · 3 fields
id
data:geo:GSE109248
type
dataset
label
GEO GSE109248
agent
agent:corpus-assay-engine
[1] object · 4 fields
id
activity-read-40323689
type
extraction
used array · 1 item
[0]
source:pmid:40323689
agent
agent:minimax-reader
[2] object · 4 fields
id
activity-resolve-GSE109248
type
accession_resolution
used array · 1 item
[0]
data:geo:GSE109248
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:40323689
parent_hash
sha256:18e3701bf99dceae95cd109535aa85502c3757b1da4ff54f59f72d78e752f7f6
fork_of
null
gaps array · 17 items
[0]
asset:data:geo:GSE109248 licence not read
[1]
asset:data:geo:GSE109248 not downloaded
[2]
asset:data:geo:GSE112943 licence not read
[3]
asset:data:geo:GSE112943 not downloaded
[4]
asset:data:geo:GSE154851 licence not read
[5]
asset:data:geo:GSE154851 not downloaded
[6]
asset:data:geo:GSE81071 licence not read
[7]
asset:data:geo:GSE81071 not downloaded
[8]
asset:data:geo:GSE81622 licence not read
[9]
asset:data:geo:GSE81622 not downloaded
[10]
execution.not_run
[11]
method.reader_named_unmapped
[12]
method.student_t
[13]
review.human_critique
[14]
review.independent_reader
[15]
review.machine_critique
[16]
step:run_analysis blocked on method:student_t
assays array · 3 items
[0] object · 11 fields
role
data_generation
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]
Real world independent samples validation by ELISA methods An expanded cohort including 35 heal
[1]
collected for serum separation, followed by ELISA-based protein expression analysis, utilizing
[2]
ate the previous findings. In our study, two ELISA kits, IFI44 and EPSTI1, were purchased from
[3]
a graphs of protein expression levels in the ELISA results were created using GraphPad Prism so
order_basis
paper_text_order:4603
id
assay:1
[1] object · 11 fields
role
data_generation
definition_id
microarray
definition_version
99e1195c7d6f
required_operations array · 0 items
support_state
partial
source_hashes object · 1 field
assay_lexicon
99e1195c7d6f
confidence
0.93
evidence array · 1 item
[0]
d p value <.05. The differentially expressed microarray between SCLE tissues and normal skin tissues
order_basis
paper_text_order:6685
id
assay:2
[2] object · 11 fields
role
analysis
definition_id
group_comparison
definition_version
f2132e96ae6c7a4e
required_operations array · 0 items
support_state
partial
source_hashes object · 1 field
dsl_catalogue
f2132e96ae6c7a4e
evidence array · 1 item
[0]
Student's t-test
order_basis
consumes_earlier_output
id
assay:3
Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:40323689", "kind": "science-record", "revision": 3, "content_hash": "sha256:8eaaed176b2a531d124668f12a032532388b7529ffc002136d26880022b6e526", "created_at": "2026-11-01T20:30:29Z", "updated_at": "2026-11-01T22:14:01Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Verification of biological markers of subacute cutaneous lupus erythematosus via TMT labelling proteomics combined with transcriptome data.", "doi": "10.1080/07853890.2025.2500696", "pmid": "40323689", "authors": ["Yuan Tao", "Guo Hua", "Sun Min", "Lu Xiao-Hong", "Jiang Jia-Hui", "Tang Biao", "He Cai-Feng", "Zhang Cheng", "Ci Chao", "Wu Jian-Ping"], "journal": "Annals of medicine", "year": 2025, "abstract": "OBJECTIVE: This study aimed to investigate biological markers in subacute cutaneous lupus erythematosus (SCLE).\nMETHODS: The tandem mass tag (TMT)-labelling proteomics method was used to explore differentially expressed proteins between SCLE lesions and normal skin tissues. The differences in transcriptomic data between SCLE tissues and normal skin tissues were analysed from the GEO database (GSE81071, GSE109248 and GSE112943). The differences in transcriptomic data from peripheral blood mononuclear cells (PBMCs) of patients with systemic lupus erythematosus (SLE) and normal controls were analysed (GSE81622 and GSE154851). The 35 healthy controls, 30 SCLE patients, 35 SLE patients and 30 lupus nephritis (LN) patients were diagnosed and enrolled. The serum expression levels of IFI44 and EPSTI1 were detected. Data were presented as the mean ± standard deviation or frequency and were analysed using Student's t-test, Chi-square test and one-way ANOVA between the groups. Receiver operating characteristic (ROC) curves were used to analyse the clinical efficacy of IFI44 and EPSTI1 in distinguishing SCLE from SLE.\nRESULTS: In a comparative analysis of SCLE lesions and normal skin tissues, proteomics studies identified 376 proteins that exhibited significant differential expression. In GO and KEGG analyses, the enriched terms mainly included the interferon-gamma-mediated signalling pathway (p < .001), immune receptor activity (p < .001) and cell adhesion molecules (p < .001). The top 10 hub genes were screened in SCLE as follows: CD8A, CXCL10, IFI44, CD7, CCL5, TLR4, EPSTI1, ISG15, KLRD1 and SELL using Cytoscape (3.10.1) software. The 15 common proteins/genes between proteomics and three datasets results were found, including CXCL10, OAS1, DDX60L, CFB, IFI6, HERC6, IFI44L, GBP1, EPSTI1, OAS2, CXCL11, TYMP, IFI44, ISG15 and IFIT3. The 61 differentially expressed genes in GSE81622 and the top 100 differentially expressed genes in GSE154851, alongside the 15 identified genes described above through Venn diagram analysis. Four common genes, IFI44L, IFI44, EPSTI1 and OAS1, were identified. Two common genes, IFI44 and EPSTI1, were found in hub genes from the proteomics results. The serum levels of IFI44 and EPSTI1 in LN were significantly higher than those in SLE patients (p < .05). ROC curve analysis demonstrated that serum levels of IFI44 and EPSTI1 could differentiate SCLE from SLE with an area under the curve (AUC) of 0.898 and 0.847, respectively.\nCONCLUSIONS: The IFI44 and EPSTI1 proved to be closely involved in the progression from SCLE to SLE, and can represent new candidate diagnostic molecular markers of occurrence and progression of SCLE.", "claims": [{"id": "claim-method", "statement": "Receiver operating characteristic (ROC) curves were used to analyse the clinical efficacy of IFI44 and EPSTI1 in distinguishing SCLE from SLE.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:40323689", "locator": "sections[0] \"Abstract\" paragraph 2", "quote": "Receiver operating characteristic (ROC) curves were used to analyse the clinical efficacy of IFI44 and EPSTI1 in distinguishing SCLE from SLE."}], "state": "complete"}, {"id": "claim-data-access", "statement": "The raw proteomics data in this study were obtained by contacting the corresponding authors Ci Chao and Wu Jian-ping with a reasonable request (Email: cichao8911@126.com, wujp0526@163.com).", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:40323689", "locator": "sections[24] \"Data availability statement\" paragraph 2", "quote": "The raw proteomics data in this study were obtained by contacting the corresponding authors Ci Chao and Wu Jian-ping with a reasonable request (Email: cichao8911@126.com, wujp0526@163.com)."}], "state": "complete"}, {"id": "claim-target-result", "statement": "Receiver operating characteristic curve analysis demonstrated that serum IFI44 and EPSTI1 could differentiate SCLE from SLE with AUC values of 0.898 and 0.847, respectively.", "kind": "qualitative", "target": null, "evidence": [{"asset": "source:pmid:40323689", "locator": "sections[0] \"Abstract\" paragraph 3", "quote": "ROC curve analysis demonstrated that serum levels of IFI44 and EPSTI1 could differentiate SCLE from SLE with an area under the curve (AUC) of 0.898 and 0.847, respectively."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "partial", "objective": "Receiver operating characteristic curve analysis demonstrated that serum IFI44 and EPSTI1 could differentiate SCLE from SLE with AUC values of 0.898 and 0.847, respectively.", "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:40323689"], "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:GSE109248"], "outputs": ["the source data with its repository provenance"], "instruments": [], "reagents": []}, {"id": "run_analysis", "order": 3, "name": "Run the published analysis", "kind": "analysis", "state": "blocked", "blocked_on": "method:student_t", "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:GSE109248"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": ["step:run_analysis blocked on method:student_t"]}, "data": {"state": "partial", "assets": [{"id": "source:pmid:40323689", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1080/07853890.2025.2500696", "sha256": "sha256:5702e3349078754ab2d54763f3a1a83fe8c6b702ead18ccafea983988278181e", "bytes": 33326, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.1080/07853890.2025.2500696", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC12054568", "source": "europe_pmc_fulltext", "coverage": "whole_body_without_references", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:GSE109248", "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=GSE109248", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE109248", "version": null, "note": "The raw proteomics data in this study were obtained by contacting the corresponding authors Ci Chao and Wu Jian-ping with a reasonable request (Email: cichao8911@126.com, wujp0526@163.com).", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The raw proteomics data in this study were obtained by contacting the corresponding authors Ci Chao and Wu Jian-ping with a reasonable request (Email: cichao8911@126.com, wujp0526@163.com).", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM2935828", "GSM2935829", "GSM2935830", "GSM2935831", "GSM2935832", "GSM2935833", "GSM2935834", "GSM2935835", "GSM2935836", "GSM2935837", "GSM2935838", "GSM2935839", "GSM2935840", "GSM2935841", "GSM2935842", "GSM2935843", "GSM2935844", "GSM2935845", "GSM2935846", "GSM2935847", "GSM2935848", "GSM2935849", "GSM2935850", "GSM2935851", "GSM2935852", "GSM2935853", "GSM2935854", "GSM2935855", "GSM2935856", "GSM2935857", "GSM2935858", "GSM2935859", "GSM2935860", "GSM2935861", "GSM2935862", "GSM2935863", "GSM2935864", "GSM2935865", "GSM2935866", "GSM2935867", "GSM2935868", "GSM2935869", "GSM2935870", "GSM2935871", "GSM2935872", "GSM2935873", "GSM2935874", "GSM2935875", "GSM2935876", "GSM2935877", "GSM2935878", "GSM2935879", "GSM2935880", "GSM2935881", "GSM2935882", "GSM2935883"], "sample_count": 56, "group_sizes": null, "group_sizes_basis": null, "platform": "10558", "taxon": "Homo sapiens", "title": "Genome-wide analysis of gene expression of cutaneous lupus and cutaneous psoriasis lesions", "resolution_checked_at": "2026-11-01T15:39:54Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "data:geo:GSE112943", "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=GSE112943", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE112943", "version": null, "note": "The raw proteomics data in this study were obtained by contacting the corresponding authors Ci Chao and Wu Jian-ping with a reasonable request (Email: cichao8911@126.com, wujp0526@163.com).", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The raw proteomics data in this study were obtained by contacting the corresponding authors Ci Chao and Wu Jian-ping with a reasonable request (Email: cichao8911@126.com, wujp0526@163.com).", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM3091745", "GSM3091746", "GSM3091747", "GSM3091748", "GSM3091749", "GSM3091750", "GSM3091751", "GSM3091752", "GSM3091753", "GSM3091754", "GSM3091755", "GSM3091756", "GSM3091757", "GSM3091758", "GSM3091759", "GSM3091760", "GSM3091765", "GSM3091766", "GSM3091767", "GSM3091768", "GSM3091769", "GSM3091770", "GSM3091771", "GSM3091772", "GSM3091773", "GSM3091774", "GSM3091775", "GSM3091776", "GSM3091777", "GSM3091778", "GSM3091779", "GSM3091780", "GSM3091781", "GSM3091782", "GSM3091783", "GSM3091784", "GSM3091785", "GSM3091786", "GSM3091787", "GSM3091788", "GSM3091789", "GSM3091790", "GSM3091791", "GSM3091792", "GSM3091793", "GSM3091794", "GSM3091795"], "sample_count": 47, "group_sizes": null, "group_sizes_basis": null, "platform": "10558", "taxon": "Homo sapiens", "title": "Genome-wide analysis of gene expression of cutaneous lupus skin samples and lupus nephritis kidney samples", "resolution_checked_at": "2026-11-01T18:46:34Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "data:geo:GSE154851", "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=GSE154851", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE154851", "version": null, "note": "The raw proteomics data in this study were obtained by contacting the corresponding authors Ci Chao and Wu Jian-ping with a reasonable request (Email: cichao8911@126.com, wujp0526@163.com).", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The raw proteomics data in this study were obtained by contacting the corresponding authors Ci Chao and Wu Jian-ping with a reasonable request (Email: cichao8911@126.com, wujp0526@163.com).", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM4681537", "GSM4681538", "GSM4681539", "GSM4681540", "GSM4681541", "GSM4681542", "GSM4681543", "GSM4681544", "GSM4681545", "GSM4681546", "GSM4681547", "GSM4681548", "GSM4681549", "GSM4681550", "GSM4681551", "GSM4681552", "GSM4681553", "GSM4681554", "GSM4681555", "GSM4681556", "GSM4681557", "GSM4681558", "GSM4681559", "GSM4681560", "GSM4681561", "GSM4681562", "GSM4681563", "GSM4681564", "GSM4681565", "GSM4681566", "GSM4681567", "GSM4681568", "GSM4681569", "GSM4681570", "GSM4681571", "GSM4681572", "GSM4681573", "GSM4681574", "GSM4681575", "GSM4681576", "GSM4681577", "GSM4681578", "GSM4681579", "GSM4681580", "GSM4681581", "GSM4681582", "GSM4681583", "GSM4681584", "GSM4681585", "GSM4681586", "GSM4681587", "GSM4681588", "GSM4681589", "GSM4681590", "GSM4681591", "GSM4681592", "GSM4681593", "GSM4681594", "GSM4681595", "GSM4681596", "GSM4681597", "GSM4681598", "GSM4681599", "GSM4681600", "GSM4681601", "GSM4681602", "GSM4681603", "GSM4681604", "GSM4681605", "GSM4681606"], "sample_count": 70, "group_sizes": null, "group_sizes_basis": null, "platform": "16699", "taxon": "Homo sapiens", "title": "Investigation Of Genes Associated With Atherosclerosis In Patients With Systemic Lupus Erythematosus", "resolution_checked_at": "2026-11-01T18:46:34Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "data:geo:GSE81071", "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=GSE81071", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE81071", "version": null, "note": "The raw proteomics data in this study were obtained by contacting the corresponding authors Ci Chao and Wu Jian-ping with a reasonable request (Email: cichao8911@126.com, wujp0526@163.com).", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The raw proteomics data in this study were obtained by contacting the corresponding authors Ci Chao and Wu Jian-ping with a reasonable request (Email: cichao8911@126.com, wujp0526@163.com).", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM2142137", "GSM2142138", "GSM2142139", "GSM2142140", "GSM2142141", "GSM2142142", "GSM2142143", "GSM2142144", "GSM2142145", "GSM2142146", "GSM2142147", "GSM2142148", "GSM2142149", "GSM2142150", "GSM2142151", "GSM2142152", "GSM2142153", "GSM2142154", "GSM2142155", "GSM2142156", "GSM2142157", "GSM2142158", "GSM2142159", "GSM2142160", "GSM2142161", "GSM2142162", "GSM2142163", "GSM2142164", "GSM2142165", "GSM2142166", "GSM2142167", "GSM2142168", "GSM2142169", "GSM2142170", "GSM2142171", "GSM2142172", "GSM2142173", "GSM2142174", "GSM2142175", "GSM2142176", "GSM2142177", "GSM2142178", "GSM2142179", "GSM2142180", "GSM2142181", "GSM2142182", "GSM2142183", "GSM2142184", "GSM2142185", "GSM2142186", "GSM2142187", "GSM2142188", "GSM2142189", "GSM2142190", "GSM2142191", "GSM2142192", "GSM3999298", "GSM3999300", "GSM3999301", "GSM3999303", "GSM3999304", "GSM3999306", "GSM3999307", "GSM3999308", "GSM3999309", "GSM3999311", "GSM3999312", "GSM3999313", "GSM3999314", "GSM3999315", "GSM3999317", "GSM3999318", "GSM3999319", "GSM3999320", "GSM3999322", "GSM3999323", "GSM3999324", "GSM3999326", "GSM3999327", "GSM3999328", "GSM3999330", "GSM3999332", "GSM3999333", "GSM3999334", "GSM3999336", "GSM3999337", "GSM3999339", "GSM3999340", "GSM3999341", "GSM3999343", "GSM3999344", "GSM3999345", "GSM3999347", "GSM3999348", "GSM3999349", "GSM3999351", "GSM3999352", "GSM3999353", "GSM3999355", "GSM3999356", "GSM3999357", "GSM3999359", "GSM3999360"], "sample_count": 103, "group_sizes": null, "group_sizes_basis": null, "platform": "19983", "taxon": "Homo sapiens", "title": "Gene expression from human discoid (DLE) and subacute (sCLE) cutaneous lupus subtypes", "resolution_checked_at": "2026-11-01T20:16:08Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "data:geo:GSE81622", "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=GSE81622", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE81622", "version": null, "note": "The raw proteomics data in this study were obtained by contacting the corresponding authors Ci Chao and Wu Jian-ping with a reasonable request (Email: cichao8911@126.com, wujp0526@163.com).", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The raw proteomics data in this study were obtained by contacting the corresponding authors Ci Chao and Wu Jian-ping with a reasonable request (Email: cichao8911@126.com, wujp0526@163.com).", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM2159829", "GSM2159830", "GSM2159831", "GSM2159832", "GSM2159833", "GSM2159834", "GSM2159835", "GSM2159836", "GSM2159837", "GSM2159838", "GSM2159839", "GSM2159840", "GSM2159841", "GSM2159842", "GSM2159843", "GSM2159844", "GSM2159845", "GSM2159846", "GSM2159847", "GSM2159848", "GSM2159849", "GSM2159850", "GSM2159851", "GSM2159852", "GSM2159853", "GSM2159854", "GSM2159855", "GSM2159856", "GSM2159857", "GSM2159858", "GSM2159859", "GSM2159860", "GSM2159861", "GSM2159862", "GSM2159863", "GSM2159864", "GSM2159865", "GSM2159866", "GSM2159867", "GSM2159868", "GSM2159869", "GSM2159870", "GSM2159871", "GSM2159872", "GSM2159873", "GSM2159874", "GSM2159875", "GSM2159876", "GSM2159877", "GSM2159878", "GSM2159879", "GSM2159880", "GSM2159881", "GSM2159882", "GSM2159883"], "sample_count": 55, "group_sizes": null, "group_sizes_basis": null, "platform": "10558", "taxon": "Homo sapiens", "title": "Whole genome transcription and DNA methylation analysis of peripheral blood mononuclear cells identified aberrant gene regulation pathways in systemic lupus erythematosus [expression]", "resolution_checked_at": "2026-11-01T15:39:55Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}], "gaps": ["asset:data:geo:GSE109248 not downloaded", "asset:data:geo:GSE109248 licence not read", "asset:data:geo:GSE112943 not downloaded", "asset:data:geo:GSE112943 licence not read", "asset:data:geo:GSE154851 not downloaded", "asset:data:geo:GSE154851 licence not read", "asset:data:geo:GSE81071 not downloaded", "asset:data:geo:GSE81071 licence not read", "asset:data:geo:GSE81622 not downloaded", "asset:data:geo:GSE81622 licence not read"]}, "analysis": {"state": "partial", "methods": [{"id": "method-1", "family": "group_comparison", "specific": "student_t_test", "label": "Group comparison", "dsl_operations": [], "missing_operations": ["student_t"], "expressible": false, "parameters": {}, "data_shapes": ["two_or_more_groups_continuous"], "evidence": {"score": 0.7, "band": "medium", "quote": "Student's t-test"}}, {"id": "method-2", "family": "group_comparison", "specific": "anova", "label": "Group comparison", "dsl_operations": ["group_summary", "welch_t", "bootstrap_mean_difference", "group_comparison_anova"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["two_or_more_groups_continuous"], "evidence": {"score": 0.7, "band": "medium", "quote": "ANOVA"}}, {"id": "method-3", "family": "diagnostic_evaluation", "specific": "roc", "label": "Diagnostic test evaluation", "dsl_operations": ["confusion_counts", "roc_curve", "sensitivity_specificity", "solve_confusion_matrix", "classification_metrics", "published_precision_envelope"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["reference_standard_and_test"], "evidence": {"score": 0.7, "band": "medium", "quote": "ROC curve"}}, {"id": "method-4", "family": "contingency_analysis", "specific": "chi_square", "label": "Categorical (contingency table) analysis", "dsl_operations": ["chi_square_test"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["categorical_cross_tabulation"], "evidence": {"score": 0.7, "band": "medium", "quote": "Chi-square"}}, {"id": "method-5", "family": null, "specific": null, "label": "Receiver operating characteristic (ROC) curve analysis", "dsl_operations": [], "missing_operations": [], "expressible": null, "parameters": {}, "data_shapes": [], "evidence": {"score": 1.0, "band": "verbatim", "quote": "Receiver operating characteristic (ROC) curves were used to analyse the clinical efficacy of IFI44 and EPSTI1 in distinguishing SCLE from SLE."}}], "targets": [], "gaps": ["method.reader_named_unmapped", "method.student_t"]}, "capability": {"state": "complete", "requirements": [{"capability_id": "capability:computational_analysis", "label": "Computational analysis platform", "assay_families": ["meta_analysis", "machine_learning", "survival_analysis", "statistical_regression", "pca", "molecular_docking", "network_analysis", "differential_expression", "gwas"], "availability_state": "owned", "tier_unlocked": "R1", "candidate": "Automated Assays Laravel application and simulated adapters"}], "gaps": []}, "readiness": {"state": "complete", "tier": "R1", "blocking_axis": "none", "blocked_on": "nothing:replicable_now", "axes": {"method": {"tier": "R1", "expressible": false, "required_operations": [], "missing_operations": ["student_t"], "basis": "The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: student_t_test."}, "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": ["GSE81071", "GSE109248", "GSE112943", "GSE154851", "GSE81622"], "resolved_accessions": ["GSE81071", "GSE109248", "GSE112943", "GSE154851", "GSE81622"], "statements": ["The raw proteomics data in this study were obtained by contacting the corresponding authors Ci Chao and Wu Jian-ping with a reasonable request (Email: cichao8911@126.com, wujp0526@163.com)."], "basis": "The paper names GSE81071, GSE109248, GSE112943, GSE154851, GSE81622 in GEO database and the accession resolves in the repository. No dataset was downloaded and no licence was read."}}, "can_run": {"dsl_operations": [], "assets": ["source:pmid:40323689", "data:geo:GSE109248"], "steps": []}, "must_build": {"dsl_operations": [{"operation": "student_t", "unlocks_papers": null, "priority": null}], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:GSE109248"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-11-01T19:51:54Z", "independence": "single_reader"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 5, "usage": {"prompt_tokens": 9551, "completion_tokens": 1573, "cached_tokens": 264}}, "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:40323689", "type": "paper", "label": "pmid:40323689"}, {"id": "source:pmid:40323689", "type": "manuscript", "label": "PMID 40323689 full text"}, {"id": "data:geo:GSE109248", "type": "dataset", "label": "GEO GSE109248"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:40323689", "type": "paper", "label": "pmid:40323689"}, {"id": "source:pmid:40323689", "type": "manuscript", "label": "PMID 40323689 full text"}, {"id": "data:geo:GSE109248", "type": "dataset", "label": "GEO GSE109248"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-40323689", "type": "extraction", "used": ["source:pmid:40323689"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-GSE109248", "type": "accession_resolution", "used": ["data:geo:GSE109248"], "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:40323689", "parent_hash": "sha256:18e3701bf99dceae95cd109535aa85502c3757b1da4ff54f59f72d78e752f7f6", "fork_of": null, "generation": 2}, "gaps": ["asset:data:geo:GSE109248 licence not read", "asset:data:geo:GSE109248 not downloaded", "asset:data:geo:GSE112943 licence not read", "asset:data:geo:GSE112943 not downloaded", "asset:data:geo:GSE154851 licence not read", "asset:data:geo:GSE154851 not downloaded", "asset:data:geo:GSE81071 licence not read", "asset:data:geo:GSE81071 not downloaded", "asset:data:geo:GSE81622 licence not read", "asset:data:geo:GSE81622 not downloaded", "execution.not_run", "method.reader_named_unmapped", "method.student_t", "review.human_critique", "review.independent_reader", "review.machine_critique", "step:run_analysis blocked on method:student_t"], "assays": [{"role": "data_generation", "definition_id": "elisa", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.99, "evidence": ["Real world independent samples validation by ELISA methods An expanded cohort including 35 heal", "collected for serum separation, followed by ELISA-based protein expression analysis, utilizing", "ate the previous findings. In our study, two ELISA kits, IFI44 and EPSTI1, were purchased from", "a graphs of protein expression levels in the ELISA results were created using GraphPad Prism so"], "order_basis": "paper_text_order:4603", "id": "assay:1"}, {"role": "data_generation", "definition_id": "microarray", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.93, "evidence": ["d p value <.05. The differentially expressed microarray between SCLE tissues and normal skin tissues"], "order_basis": "paper_text_order:6685", "id": "assay:2"}, {"role": "analysis", "definition_id": "group_comparison", "definition_version": "f2132e96ae6c7a4e", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"dsl_catalogue": "f2132e96ae6c7a4e"}, "confidence": 0.7, "evidence": ["Student's t-test"], "order_basis": "consumes_earlier_output", "id": "assay:3"}]}