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

pmid:33676448

APE1 may influence CD4+ naïve T cells on recurrence free survival in early stage NSCLC.

Yanping Li · Xiaolong Zhao · He Xiao · Bo Yang · Jie Liu · Wen Rao · Xiaoyan Dai · Mengxia Li · Nan Dai · Yuxin Yang · Dong Wang

BMC cancer · 2021 doi:10.1186/s12885-021-07950-1

Paper

complete

Experiment

complete

Data

partial

Analysis

partial

Execution

absent

Execution evidence has not yet been added to this .science file. Explore its methods, data and open questions to plan the next step.
Record details sci_version · id · kind · revision · content_hash · schema · created_at · updated_at · generator
id
pmid:33676448
kind
science-record
content_hash
sha256:fb3505d590d85f7269632b7104d1ad821cc52a44c514b5a39a4ebed9d969e741
schema
https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json
created_at
2026-11-01T15:41:27Z
updated_at
2026-11-01T21:24:48Z
generator object · 2 fields
name
corpus-assay-engine
run_id
reading-sci-2026-11-01
paper object · 10 fields
state
complete
title
APE1 may influence CD4+ naïve T cells on recurrence free survival in early stage NSCLC.
doi
10.1186/s12885-021-07950-1
pmid
33676448
authors array · 11 items
[0]
Yanping Li
[1]
Xiaolong Zhao
[2]
He Xiao
[3]
Bo Yang
[4]
Jie Liu
[5]
Wen Rao
[6]
Xiaoyan Dai
[7]
Mengxia Li
[8]
Nan Dai
[9]
Yuxin Yang
[10]
Dong Wang
journal
BMC cancer
year
2021
abstract
BACKGROUND: It was demonstrated that multifunctional protein APE1 (Apurinic/apyrimidinic endonuclease 1) is closely related to tumor immune microenvironment in a number of investigations, Meanwhile, the abundance of tumor infiltrating lymphocytes (TILs) has been shown as a prognosis indicator in some researches. However, it remains unclear whether APE1 is involved in the process of TILs affecting the prognosis of patients. To this end, we investigated the associations between APE1 and TILs in non-small cell lung cancer (NSCLC) and explored whether APE1 would influence the associations of CD4+ T cells infiltration with the prognosis of patients. METHODS: Genome-wide expression datasets were obtained from the Gene Expression Omnibus (GEO) public database under accession number GSE68465, GSE30219, GSE31210 and GSE50081. MCPcounter and CIBERSORT analysis was conducted to evaluate the abundance of TILs in 1006 NSCLC patients of GEO database. Spearman correlation tests were used to evaluate correlations between abundance of various TILs and APE1 expression. RFS (recurrence free survival) was estimated using the Kaplan-Meier method and the Cox proportional-hazards model. The expression level of APE1 and tumor-infiltrating CD4+ T cells was evaluated by immunohistochemistry (IHC). RESULTS: The results showed that the abundance of CD4+ naïve T cells was negatively associated with the APE1 expression. CD4+ naïve T cells infiltration was a favorable prognostic factor for RFS, however, there was no effect of CD4+ T cells infiltration on RFS in patients with high APE1 expression. Subsequently, it was further confirmed that CD4+ T cells infiltration was negatively associated with the APE1 expression level in 108 NSCLC tissue samples; high CD4+ T cells infiltration was associated with longer RFS in low APE1 expression group but not in APE1 high expression group. CONCLUSION: These results suggested that APE1 may affect the relationship between CD4+ T cells infiltration and prognosis in NSCLC. This study provides new insights into predictors of outcome in patients with NSCLC, and suggests that combining immunotherapy and APE1-targeted therapy may be a promising treatment for NSCLC.
claims array · 2 items
[0] object · 6 fields
id
claim-method
statement
Spearman correlation tests were used to evaluate correlations between abundance of various TILs and APE1 expression.
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:33676448
locator
sections[0] "Abstract" paragraph 2
quote
Spearman correlation tests were used to evaluate correlations between abundance of various TILs and APE1 expression.
state
complete
[1] object · 6 fields
id
claim-data-access
statement
For GEO database, the data can be obtained from the Gene Expression Omnibus (GEO) public database under accession number GSE68465, GSE30219, GSE31210 and GSE50081. The data of APE1 expression and immune cell population in 20 NSCLCs can be obtained from supplementary file.
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:33676448
locator
sections[23] "Availability of data and materials" paragraph 2
quote
For GEO database, the data can be obtained from the Gene Expression Omnibus (GEO) public database under accession number GSE68465, GSE30219, GSE31210 and GSE50081. The data of APE1 expression and immune cell population in 20 NSCLCs can be obtained from supplementary file.
state
complete
gaps array · 0 items
experiment object · 8 fields
state
complete
objective
null
steps array · 3 items
[0] object · 13 fields
id
read_published_estimate
order
1
name
Read the published estimate from the source
kind
other
state
complete
blocked_on
null
description
The claim, method and evidence span published with the source article.
parameters object · 0 fields
inputs array · 1 item
[0]
source:pmid:33676448
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:GSE30219
outputs array · 1 item
[0]
the source data with its repository provenance
instruments array · 0 items
reagents array · 0 items
[2] object · 13 fields
id
run_analysis
order
3
name
Run the published analysis
kind
analysis
state
complete
blocked_on
null
description
Apply the paper's statistical method to the resolved series and compare the result with the published target.
parameters object · 0 fields
inputs array · 1 item
[0]
data:geo:GSE30219
outputs array · 1 item
[0]
the replicated result and its comparison
instruments array · 0 items
reagents array · 0 items
materials array · 0 items
instruments array · 0 items
reagents array · 0 items
conditions object · 0 fields
gaps array · 0 items
data object · 3 fields
state
partial
assets array · 11 items
[0] object · 15 fields
id
source:pmid:33676448
role
manuscript
format
xml
media_type
application/xml
uri
https://doi.org/10.1186/s12885-021-07950-1
sha256
sha256:5785ae8a18ea53c252dab03a4d94169bf4b1ddca4f0cf53bb542a009477c91a9
bytes
41681
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
10.1186/s12885-021-07950-1
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
PMC7937314
source
europe_pmc_fulltext
coverage
whole_body
text_hash_scope
rendered_section_body
[1] object · 15 fields
id
data:geo:GSE30219
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=GSE30219
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE30219
version
null
note
For GEO database, the data can be obtained from the Gene Expression Omnibus (GEO) public database under accession number GSE68465, GSE30219, GSE31210 and GSE50081. The data of APE1 expression and immune cell population in 20 NSCLCs can be obtained from supplementary file.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
For GEO database, the data can be obtained from the Gene Expression Omnibus (GEO) public database under accession number GSE68465, GSE30219, GSE31210 and GSE50081. The data of APE1 expression and immune cell population in 20 NSCLCs can be obtained from supplementary file.
access_statement_kind
data_availability_statement
sample_accessions array · 307 items
[0]
GSM1465989
[1]
GSM1465990
[2]
GSM1465991
[3]
GSM1465992
[4]
GSM1465993
[5]
GSM1465994
[6]
GSM1465995
[7]
GSM1465996
[8]
GSM1465997
[9]
GSM1465998
[10]
GSM1465999
[11]
GSM748053
[12]
GSM748054
[13]
GSM748055
[14]
GSM748056
[15]
GSM748057
[16]
GSM748058
[17]
GSM748059
[18]
GSM748060
[19]
GSM748061
[20]
GSM748062
[21]
GSM748063
[22]
GSM748064
[23]
GSM748065
[24]
GSM748066
[25]
GSM748067
[26]
GSM748068
[27]
GSM748069
[28]
GSM748070
[29]
GSM748071
[30]
GSM748072
[31]
GSM748073
[32]
GSM748074
[33]
GSM748075
[34]
GSM748076
[35]
GSM748077
[36]
GSM748078
[37]
GSM748079
[38]
GSM748080
[39]
GSM748081
[40]
GSM748083
[41]
GSM748084
[42]
GSM748085
[43]
GSM748086
[44]
GSM748087
[45]
GSM748088
[46]
GSM748089
[47]
GSM748090
[48]
GSM748091
[49]
GSM748092
[50]
GSM748093
[51]
GSM748094
[52]
GSM748095
[53]
GSM748096
[54]
GSM748097
[55]
GSM748098
[56]
GSM748099
[57]
GSM748100
[58]
GSM748101
[59]
GSM748102
[60]
GSM748103
[61]
GSM748104
[62]
GSM748105
[63]
GSM748106
[64]
GSM748107
[65]
GSM748108
[66]
GSM748109
[67]
GSM748110
[68]
GSM748111
[69]
GSM748112
[70]
GSM748113
[71]
GSM748115
[72]
GSM748116
[73]
GSM748117
[74]
GSM748118
[75]
GSM748119
[76]
GSM748120
[77]
GSM748121
[78]
GSM748122
[79]
GSM748123
[80]
GSM748124
[81]
GSM748125
[82]
GSM748126
[83]
GSM748127
[84]
GSM748128
[85]
GSM748129
[86]
GSM748130
[87]
GSM748131
[88]
GSM748132
[89]
GSM748133
[90]
GSM748134
[91]
GSM748135
[92]
GSM748136
[93]
GSM748137
[94]
GSM748138
[95]
GSM748139
[96]
GSM748140
[97]
GSM748141
[98]
GSM748142
[99]
GSM748143
[100]
GSM748144
[101]
GSM748145
[102]
GSM748146
[103]
GSM748147
[104]
GSM748148
[105]
GSM748149
[106]
GSM748150
[107]
GSM748151
[108]
GSM748152
[109]
GSM748153
[110]
GSM748154
[111]
GSM748155
[112]
GSM748156
[113]
GSM748157
[114]
GSM748158
[115]
GSM748159
[116]
GSM748160
[117]
GSM748161
[118]
GSM748162
[119]
GSM748163
[120]
GSM748164
[121]
GSM748165
[122]
GSM748166
[123]
GSM748167
[124]
GSM748168
[125]
GSM748169
[126]
GSM748170
[127]
GSM748171
[128]
GSM748172
[129]
GSM748173
[130]
GSM748174
[131]
GSM748175
[132]
GSM748176
[133]
GSM748177
[134]
GSM748178
[135]
GSM748179
[136]
GSM748180
[137]
GSM748181
[138]
GSM748182
[139]
GSM748183
[140]
GSM748184
[141]
GSM748185
[142]
GSM748186
[143]
GSM748187
[144]
GSM748188
[145]
GSM748189
[146]
GSM748191
[147]
GSM748192
[148]
GSM748193
[149]
GSM748195
[150]
GSM748196
[151]
GSM748197
[152]
GSM748198
[153]
GSM748199
[154]
GSM748200
[155]
GSM748201
[156]
GSM748202
[157]
GSM748203
[158]
GSM748206
[159]
GSM748207
[160]
GSM748209
[161]
GSM748210
[162]
GSM748211
[163]
GSM748212
[164]
GSM748213
[165]
GSM748214
[166]
GSM748215
[167]
GSM748216
[168]
GSM748217
[169]
GSM748218
[170]
GSM748219
[171]
GSM748220
[172]
GSM748221
[173]
GSM748222
[174]
GSM748223
[175]
GSM748224
[176]
GSM748225
[177]
GSM748226
[178]
GSM748227
[179]
GSM748228
[180]
GSM748229
[181]
GSM748232
[182]
GSM748233
[183]
GSM748234
[184]
GSM748235
[185]
GSM748239
[186]
GSM748240
[187]
GSM748242
[188]
GSM748243
[189]
GSM748244
[190]
GSM748245
[191]
GSM748246
[192]
GSM748247
[193]
GSM748248
[194]
GSM748249
[195]
GSM748250
[196]
GSM748251
[197]
GSM748252
[198]
GSM748253
[199]
GSM748254
[200]
GSM748255
[201]
GSM748256
[202]
GSM748257
[203]
GSM748258
[204]
GSM748259
[205]
GSM748260
[206]
GSM748261
[207]
GSM748262
[208]
GSM748263
[209]
GSM748264
[210]
GSM748265
[211]
GSM748266
[212]
GSM748267
[213]
GSM748268
[214]
GSM748269
[215]
GSM748270
[216]
GSM748271
[217]
GSM748272
[218]
GSM748273
[219]
GSM748274
[220]
GSM748275
[221]
GSM748276
[222]
GSM748277
[223]
GSM748278
[224]
GSM748279
[225]
GSM748280
[226]
GSM748281
[227]
GSM748282
[228]
GSM748283
[229]
GSM748284
[230]
GSM748285
[231]
GSM748286
[232]
GSM748287
[233]
GSM748288
[234]
GSM748291
[235]
GSM748292
[236]
GSM748294
[237]
GSM748295
[238]
GSM748296
[239]
GSM748297
[240]
GSM748298
[241]
GSM748299
[242]
GSM748300
[243]
GSM748301
[244]
GSM748302
[245]
GSM748303
[246]
GSM748304
[247]
GSM748305
[248]
GSM748306
[249]
GSM748307
[250]
GSM748308
[251]
GSM748309
[252]
GSM748310
[253]
GSM748311
[254]
GSM748312
[255]
GSM748313
[256]
GSM748314
[257]
GSM748315
[258]
GSM748316
[259]
GSM748317
[260]
GSM748318
[261]
GSM748319
[262]
GSM748320
[263]
GSM748321
[264]
GSM748323
[265]
GSM748324
[266]
GSM748325
[267]
GSM748326
[268]
GSM748327
[269]
GSM748328
[270]
GSM748329
[271]
GSM748330
[272]
GSM748331
[273]
GSM748332
[274]
GSM748333
[275]
GSM748334
[276]
GSM748335
[277]
GSM748336
[278]
GSM748337
[279]
GSM748338
[280]
GSM748339
[281]
GSM748341
[282]
GSM748342
[283]
GSM748343
[284]
GSM748344
[285]
GSM748345
[286]
GSM748346
[287]
GSM748347
[288]
GSM748348
[289]
GSM748349
[290]
GSM748350
[291]
GSM748351
[292]
GSM748352
[293]
GSM748353
[294]
GSM748354
[295]
GSM748355
[296]
GSM748356
[297]
GSM748357
[298]
GSM748358
[299]
GSM748359
[300]
GSM748360
[301]
GSM748361
[302]
GSM748362
[303]
GSM748363
[304]
GSM748364
[305]
GSM748365
[306]
GSM748366
sample_count
307
group_sizes
null
group_sizes_basis
null
platform
570
taxon
Homo sapiens
title
"Off-context" gene expression in lung cancer identifies a group of metastatic-prone tumors
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:GSE31210
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=GSE31210
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE31210
version
null
note
For GEO database, the data can be obtained from the Gene Expression Omnibus (GEO) public database under accession number GSE68465, GSE30219, GSE31210 and GSE50081. The data of APE1 expression and immune cell population in 20 NSCLCs can be obtained from supplementary file.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
For GEO database, the data can be obtained from the Gene Expression Omnibus (GEO) public database under accession number GSE68465, GSE30219, GSE31210 and GSE50081. The data of APE1 expression and immune cell population in 20 NSCLCs can be obtained from supplementary file.
access_statement_kind
data_availability_statement
sample_accessions array · 246 items
[0]
GSM773540
[1]
GSM773541
[2]
GSM773542
[3]
GSM773543
[4]
GSM773544
[5]
GSM773545
[6]
GSM773546
[7]
GSM773547
[8]
GSM773548
[9]
GSM773549
[10]
GSM773550
[11]
GSM773551
[12]
GSM773552
[13]
GSM773553
[14]
GSM773554
[15]
GSM773555
[16]
GSM773556
[17]
GSM773557
[18]
GSM773558
[19]
GSM773559
[20]
GSM773560
[21]
GSM773561
[22]
GSM773562
[23]
GSM773563
[24]
GSM773564
[25]
GSM773565
[26]
GSM773566
[27]
GSM773567
[28]
GSM773568
[29]
GSM773569
[30]
GSM773570
[31]
GSM773571
[32]
GSM773572
[33]
GSM773573
[34]
GSM773574
[35]
GSM773575
[36]
GSM773576
[37]
GSM773577
[38]
GSM773578
[39]
GSM773579
[40]
GSM773580
[41]
GSM773581
[42]
GSM773582
[43]
GSM773583
[44]
GSM773584
[45]
GSM773585
[46]
GSM773586
[47]
GSM773587
[48]
GSM773588
[49]
GSM773589
[50]
GSM773590
[51]
GSM773591
[52]
GSM773592
[53]
GSM773593
[54]
GSM773594
[55]
GSM773595
[56]
GSM773596
[57]
GSM773597
[58]
GSM773598
[59]
GSM773599
[60]
GSM773600
[61]
GSM773601
[62]
GSM773602
[63]
GSM773603
[64]
GSM773604
[65]
GSM773605
[66]
GSM773606
[67]
GSM773607
[68]
GSM773608
[69]
GSM773609
[70]
GSM773610
[71]
GSM773611
[72]
GSM773612
[73]
GSM773613
[74]
GSM773614
[75]
GSM773615
[76]
GSM773616
[77]
GSM773617
[78]
GSM773618
[79]
GSM773619
[80]
GSM773620
[81]
GSM773621
[82]
GSM773622
[83]
GSM773623
[84]
GSM773624
[85]
GSM773625
[86]
GSM773626
[87]
GSM773627
[88]
GSM773628
[89]
GSM773629
[90]
GSM773630
[91]
GSM773631
[92]
GSM773632
[93]
GSM773633
[94]
GSM773634
[95]
GSM773635
[96]
GSM773636
[97]
GSM773637
[98]
GSM773638
[99]
GSM773639
[100]
GSM773640
[101]
GSM773641
[102]
GSM773642
[103]
GSM773643
[104]
GSM773644
[105]
GSM773645
[106]
GSM773646
[107]
GSM773647
[108]
GSM773648
[109]
GSM773649
[110]
GSM773650
[111]
GSM773651
[112]
GSM773652
[113]
GSM773653
[114]
GSM773654
[115]
GSM773655
[116]
GSM773656
[117]
GSM773657
[118]
GSM773658
[119]
GSM773659
[120]
GSM773660
[121]
GSM773661
[122]
GSM773662
[123]
GSM773663
[124]
GSM773664
[125]
GSM773665
[126]
GSM773666
[127]
GSM773667
[128]
GSM773668
[129]
GSM773669
[130]
GSM773670
[131]
GSM773671
[132]
GSM773672
[133]
GSM773673
[134]
GSM773674
[135]
GSM773675
[136]
GSM773676
[137]
GSM773677
[138]
GSM773678
[139]
GSM773679
[140]
GSM773680
[141]
GSM773681
[142]
GSM773682
[143]
GSM773683
[144]
GSM773684
[145]
GSM773685
[146]
GSM773686
[147]
GSM773687
[148]
GSM773688
[149]
GSM773689
[150]
GSM773690
[151]
GSM773691
[152]
GSM773692
[153]
GSM773693
[154]
GSM773694
[155]
GSM773695
[156]
GSM773696
[157]
GSM773697
[158]
GSM773698
[159]
GSM773699
[160]
GSM773700
[161]
GSM773701
[162]
GSM773702
[163]
GSM773703
[164]
GSM773704
[165]
GSM773705
[166]
GSM773706
[167]
GSM773707
[168]
GSM773708
[169]
GSM773709
[170]
GSM773710
[171]
GSM773711
[172]
GSM773712
[173]
GSM773713
[174]
GSM773714
[175]
GSM773715
[176]
GSM773716
[177]
GSM773717
[178]
GSM773718
[179]
GSM773719
[180]
GSM773720
[181]
GSM773721
[182]
GSM773722
[183]
GSM773723
[184]
GSM773724
[185]
GSM773725
[186]
GSM773726
[187]
GSM773727
[188]
GSM773728
[189]
GSM773729
[190]
GSM773730
[191]
GSM773731
[192]
GSM773732
[193]
GSM773733
[194]
GSM773734
[195]
GSM773735
[196]
GSM773736
[197]
GSM773737
[198]
GSM773738
[199]
GSM773739
[200]
GSM773740
[201]
GSM773741
[202]
GSM773742
[203]
GSM773743
[204]
GSM773744
[205]
GSM773745
[206]
GSM773746
[207]
GSM773747
[208]
GSM773748
[209]
GSM773749
[210]
GSM773750
[211]
GSM773751
[212]
GSM773752
[213]
GSM773753
[214]
GSM773754
[215]
GSM773755
[216]
GSM773756
[217]
GSM773757
[218]
GSM773758
[219]
GSM773759
[220]
GSM773760
[221]
GSM773761
[222]
GSM773762
[223]
GSM773763
[224]
GSM773764
[225]
GSM773765
[226]
GSM773766
[227]
GSM773767
[228]
GSM773768
[229]
GSM773769
[230]
GSM773770
[231]
GSM773771
[232]
GSM773772
[233]
GSM773773
[234]
GSM773774
[235]
GSM773775
[236]
GSM773776
[237]
GSM773777
[238]
GSM773778
[239]
GSM773779
[240]
GSM773780
[241]
GSM773781
[242]
GSM773782
[243]
GSM773783
[244]
GSM773784
[245]
GSM773785
sample_count
246
group_sizes
null
group_sizes_basis
null
platform
570
taxon
Homo sapiens
title
Gene expression data for pathological stage I-II lung adenocarcinomas
resolution_checked_at
2026-11-01T15:39:54Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[3] object · 15 fields
id
data:geo:GSE50081
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=GSE50081
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE50081
version
null
note
For GEO database, the data can be obtained from the Gene Expression Omnibus (GEO) public database under accession number GSE68465, GSE30219, GSE31210 and GSE50081. The data of APE1 expression and immune cell population in 20 NSCLCs can be obtained from supplementary file.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
For GEO database, the data can be obtained from the Gene Expression Omnibus (GEO) public database under accession number GSE68465, GSE30219, GSE31210 and GSE50081. The data of APE1 expression and immune cell population in 20 NSCLCs can be obtained from supplementary file.
access_statement_kind
data_availability_statement
sample_accessions array · 181 items
[0]
GSM1213669
[1]
GSM1213670
[2]
GSM1213671
[3]
GSM1213672
[4]
GSM1213673
[5]
GSM1213674
[6]
GSM1213675
[7]
GSM1213676
[8]
GSM1213677
[9]
GSM1213678
[10]
GSM1213679
[11]
GSM1213680
[12]
GSM1213681
[13]
GSM1213682
[14]
GSM1213683
[15]
GSM1213684
[16]
GSM1213685
[17]
GSM1213686
[18]
GSM1213687
[19]
GSM1213688
[20]
GSM1213689
[21]
GSM1213690
[22]
GSM1213691
[23]
GSM1213692
[24]
GSM1213693
[25]
GSM1213694
[26]
GSM1213695
[27]
GSM1213696
[28]
GSM1213697
[29]
GSM1213698
[30]
GSM1213699
[31]
GSM1213700
[32]
GSM1213701
[33]
GSM1213702
[34]
GSM1213703
[35]
GSM1213704
[36]
GSM1213705
[37]
GSM1213706
[38]
GSM1213707
[39]
GSM1213708
[40]
GSM1213709
[41]
GSM1213710
[42]
GSM1213711
[43]
GSM1213712
[44]
GSM1213713
[45]
GSM1213714
[46]
GSM1213715
[47]
GSM1213716
[48]
GSM1213717
[49]
GSM1213718
[50]
GSM1213719
[51]
GSM1213720
[52]
GSM1213721
[53]
GSM1213722
[54]
GSM1213723
[55]
GSM1213724
[56]
GSM1213725
[57]
GSM1213726
[58]
GSM1213727
[59]
GSM1213728
[60]
GSM1213729
[61]
GSM1213730
[62]
GSM1213731
[63]
GSM1213732
[64]
GSM1213733
[65]
GSM1213734
[66]
GSM1213735
[67]
GSM1213736
[68]
GSM1213737
[69]
GSM1213738
[70]
GSM1213739
[71]
GSM1213740
[72]
GSM1213741
[73]
GSM1213742
[74]
GSM1213743
[75]
GSM1213744
[76]
GSM1213745
[77]
GSM1213746
[78]
GSM1213747
[79]
GSM1213748
[80]
GSM1213749
[81]
GSM1213750
[82]
GSM1213751
[83]
GSM1213752
[84]
GSM1213753
[85]
GSM1213754
[86]
GSM1213755
[87]
GSM1213756
[88]
GSM1213757
[89]
GSM1213758
[90]
GSM1213759
[91]
GSM1213760
[92]
GSM1213761
[93]
GSM1213762
[94]
GSM1213763
[95]
GSM1213764
[96]
GSM1213765
[97]
GSM1213766
[98]
GSM1213767
[99]
GSM1213768
[100]
GSM1213769
[101]
GSM1213770
[102]
GSM1213771
[103]
GSM1213772
[104]
GSM1213773
[105]
GSM1213774
[106]
GSM1213775
[107]
GSM1213776
[108]
GSM1213777
[109]
GSM1213778
[110]
GSM1213779
[111]
GSM1213780
[112]
GSM1213781
[113]
GSM1213782
[114]
GSM1213783
[115]
GSM1213784
[116]
GSM1213785
[117]
GSM1213786
[118]
GSM1213787
[119]
GSM1213788
[120]
GSM1213789
[121]
GSM1213790
[122]
GSM1213791
[123]
GSM1213792
[124]
GSM1213793
[125]
GSM1213794
[126]
GSM1213795
[127]
GSM1213796
[128]
GSM1213797
[129]
GSM1213798
[130]
GSM1213799
[131]
GSM1213800
[132]
GSM1213801
[133]
GSM1213802
[134]
GSM1213803
[135]
GSM1213804
[136]
GSM1213805
[137]
GSM1213806
[138]
GSM1213807
[139]
GSM1213808
[140]
GSM1213809
[141]
GSM1213810
[142]
GSM1213811
[143]
GSM1213812
[144]
GSM1213813
[145]
GSM1213814
[146]
GSM1213815
[147]
GSM1213816
[148]
GSM1213817
[149]
GSM1213818
[150]
GSM1213819
[151]
GSM1213820
[152]
GSM1213821
[153]
GSM1213822
[154]
GSM1213823
[155]
GSM1213824
[156]
GSM1213825
[157]
GSM1213826
[158]
GSM1213827
[159]
GSM1213828
[160]
GSM1213829
[161]
GSM1213830
[162]
GSM1213831
[163]
GSM1213832
[164]
GSM1213833
[165]
GSM1213834
[166]
GSM1213835
[167]
GSM1213836
[168]
GSM1213837
[169]
GSM1213838
[170]
GSM1213839
[171]
GSM1213840
[172]
GSM1213841
[173]
GSM1213842
[174]
GSM1213843
[175]
GSM1213844
[176]
GSM1213845
[177]
GSM1213846
[178]
GSM1213847
[179]
GSM1213848
[180]
GSM1213849
sample_count
181
group_sizes
null
group_sizes_basis
null
platform
570
taxon
Homo sapiens
title
Validation of a histology-independent prognostic gene signature for early stage, non-small cell lung cancer including stage IA patients
resolution_checked_at
2026-11-01T15:39:54Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[4] object · 15 fields
id
data:geo:GSE68465
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=GSE68465
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE68465
version
null
note
For GEO database, the data can be obtained from the Gene Expression Omnibus (GEO) public database under accession number GSE68465, GSE30219, GSE31210 and GSE50081. The data of APE1 expression and immune cell population in 20 NSCLCs can be obtained from supplementary file.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
For GEO database, the data can be obtained from the Gene Expression Omnibus (GEO) public database under accession number GSE68465, GSE30219, GSE31210 and GSE50081. The data of APE1 expression and immune cell population in 20 NSCLCs can be obtained from supplementary file.
access_statement_kind
data_availability_statement
sample_accessions array · 462 items
[0]
GSM1672281
[1]
GSM1672282
[2]
GSM1672283
[3]
GSM1672284
[4]
GSM1672285
[5]
GSM1672286
[6]
GSM1672287
[7]
GSM1672288
[8]
GSM1672289
[9]
GSM1672290
[10]
GSM1672291
[11]
GSM1672292
[12]
GSM1672293
[13]
GSM1672294
[14]
GSM1672295
[15]
GSM1672296
[16]
GSM1672297
[17]
GSM1672298
[18]
GSM1672299
[19]
GSM1672300
[20]
GSM1672301
[21]
GSM1672302
[22]
GSM1672303
[23]
GSM1672304
[24]
GSM1672305
[25]
GSM1672306
[26]
GSM1672307
[27]
GSM1672308
[28]
GSM1672309
[29]
GSM1672310
[30]
GSM1672311
[31]
GSM1672312
[32]
GSM1672313
[33]
GSM1672314
[34]
GSM1672315
[35]
GSM1672316
[36]
GSM1672317
[37]
GSM1672318
[38]
GSM1672319
[39]
GSM1672320
[40]
GSM1672321
[41]
GSM1672322
[42]
GSM1672323
[43]
GSM1672324
[44]
GSM1672325
[45]
GSM1672326
[46]
GSM1672327
[47]
GSM1672328
[48]
GSM1672329
[49]
GSM1672330
[50]
GSM1672331
[51]
GSM1672332
[52]
GSM1672333
[53]
GSM1672334
[54]
GSM1672335
[55]
GSM1672336
[56]
GSM1672337
[57]
GSM1672338
[58]
GSM1672339
[59]
GSM1672340
[60]
GSM1672341
[61]
GSM1672342
[62]
GSM1672343
[63]
GSM1672344
[64]
GSM1672345
[65]
GSM1672346
[66]
GSM1672347
[67]
GSM1672348
[68]
GSM1672349
[69]
GSM1672350
[70]
GSM1672351
[71]
GSM1672352
[72]
GSM1672353
[73]
GSM1672354
[74]
GSM1672355
[75]
GSM1672356
[76]
GSM1672357
[77]
GSM1672358
[78]
GSM1672359
[79]
GSM1672360
[80]
GSM1672361
[81]
GSM1672362
[82]
GSM1672363
[83]
GSM1672364
[84]
GSM1672365
[85]
GSM1672366
[86]
GSM1672367
[87]
GSM1672368
[88]
GSM1672369
[89]
GSM1672370
[90]
GSM1672371
[91]
GSM1672372
[92]
GSM1672373
[93]
GSM1672374
[94]
GSM1672375
[95]
GSM1672376
[96]
GSM1672377
[97]
GSM1672378
[98]
GSM1672379
[99]
GSM1672380
[100]
GSM1672381
[101]
GSM1672382
[102]
GSM1672383
[103]
GSM1672384
[104]
GSM1672385
[105]
GSM1672386
[106]
GSM1672387
[107]
GSM1672388
[108]
GSM1672389
[109]
GSM1672390
[110]
GSM1672391
[111]
GSM1672392
[112]
GSM1672393
[113]
GSM1672394
[114]
GSM1672395
[115]
GSM1672396
[116]
GSM1672397
[117]
GSM1672398
[118]
GSM1672399
[119]
GSM1672400
[120]
GSM1672401
[121]
GSM1672402
[122]
GSM1672403
[123]
GSM1672404
[124]
GSM1672405
[125]
GSM1672406
[126]
GSM1672407
[127]
GSM1672408
[128]
GSM1672409
[129]
GSM1672410
[130]
GSM1672411
[131]
GSM1672412
[132]
GSM1672413
[133]
GSM1672414
[134]
GSM1672415
[135]
GSM1672416
[136]
GSM1672417
[137]
GSM1672418
[138]
GSM1672419
[139]
GSM1672420
[140]
GSM1672421
[141]
GSM1672422
[142]
GSM1672423
[143]
GSM1672424
[144]
GSM1672425
[145]
GSM1672426
[146]
GSM1672427
[147]
GSM1672428
[148]
GSM1672429
[149]
GSM1672430
[150]
GSM1672431
[151]
GSM1672432
[152]
GSM1672433
[153]
GSM1672434
[154]
GSM1672435
[155]
GSM1672436
[156]
GSM1672437
[157]
GSM1672438
[158]
GSM1672439
[159]
GSM1672440
[160]
GSM1672441
[161]
GSM1672442
[162]
GSM1672443
[163]
GSM1672444
[164]
GSM1672445
[165]
GSM1672446
[166]
GSM1672447
[167]
GSM1672448
[168]
GSM1672449
[169]
GSM1672450
[170]
GSM1672451
[171]
GSM1672452
[172]
GSM1672453
[173]
GSM1672454
[174]
GSM1672455
[175]
GSM1672456
[176]
GSM1672457
[177]
GSM1672458
[178]
GSM1672459
[179]
GSM1672460
[180]
GSM1672461
[181]
GSM1672462
[182]
GSM1672463
[183]
GSM1672464
[184]
GSM1672465
[185]
GSM1672466
[186]
GSM1672467
[187]
GSM1672468
[188]
GSM1672469
[189]
GSM1672470
[190]
GSM1672471
[191]
GSM1672472
[192]
GSM1672473
[193]
GSM1672474
[194]
GSM1672475
[195]
GSM1672476
[196]
GSM1672477
[197]
GSM1672478
[198]
GSM1672479
[199]
GSM1672480
[200]
GSM1672481
[201]
GSM1672482
[202]
GSM1672483
[203]
GSM1672484
[204]
GSM1672485
[205]
GSM1672486
[206]
GSM1672487
[207]
GSM1672488
[208]
GSM1672489
[209]
GSM1672490
[210]
GSM1672491
[211]
GSM1672492
[212]
GSM1672493
[213]
GSM1672494
[214]
GSM1672495
[215]
GSM1672496
[216]
GSM1672497
[217]
GSM1672498
[218]
GSM1672499
[219]
GSM1672500
[220]
GSM1672501
[221]
GSM1672502
[222]
GSM1672503
[223]
GSM1672504
[224]
GSM1672505
[225]
GSM1672506
[226]
GSM1672507
[227]
GSM1672508
[228]
GSM1672509
[229]
GSM1672510
[230]
GSM1672511
[231]
GSM1672512
[232]
GSM1672513
[233]
GSM1672514
[234]
GSM1672515
[235]
GSM1672516
[236]
GSM1672517
[237]
GSM1672518
[238]
GSM1672519
[239]
GSM1672520
[240]
GSM1672521
[241]
GSM1672522
[242]
GSM1672523
[243]
GSM1672524
[244]
GSM1672525
[245]
GSM1672526
[246]
GSM1672527
[247]
GSM1672528
[248]
GSM1672529
[249]
GSM1672530
[250]
GSM1672531
[251]
GSM1672532
[252]
GSM1672533
[253]
GSM1672534
[254]
GSM1672535
[255]
GSM1672536
[256]
GSM1672537
[257]
GSM1672538
[258]
GSM1672539
[259]
GSM1672540
[260]
GSM1672541
[261]
GSM1672542
[262]
GSM1672543
[263]
GSM1672544
[264]
GSM1672545
[265]
GSM1672546
[266]
GSM1672547
[267]
GSM1672548
[268]
GSM1672549
[269]
GSM1672550
[270]
GSM1672551
[271]
GSM1672552
[272]
GSM1672553
[273]
GSM1672554
[274]
GSM1672555
[275]
GSM1672556
[276]
GSM1672557
[277]
GSM1672558
[278]
GSM1672559
[279]
GSM1672560
[280]
GSM1672561
[281]
GSM1672562
[282]
GSM1672563
[283]
GSM1672564
[284]
GSM1672565
[285]
GSM1672566
[286]
GSM1672567
[287]
GSM1672568
[288]
GSM1672569
[289]
GSM1672570
[290]
GSM1672571
[291]
GSM1672572
[292]
GSM1672573
[293]
GSM1672574
[294]
GSM1672575
[295]
GSM1672576
[296]
GSM1672577
[297]
GSM1672578
[298]
GSM1672579
[299]
GSM1672580
[300]
GSM1672581
[301]
GSM1672582
[302]
GSM1672583
[303]
GSM1672584
[304]
GSM1672585
[305]
GSM1672586
[306]
GSM1672587
[307]
GSM1672588
[308]
GSM1672589
[309]
GSM1672590
[310]
GSM1672591
[311]
GSM1672592
[312]
GSM1672593
[313]
GSM1672594
[314]
GSM1672595
[315]
GSM1672596
[316]
GSM1672597
[317]
GSM1672598
[318]
GSM1672599
[319]
GSM1672600
[320]
GSM1672601
[321]
GSM1672602
[322]
GSM1672603
[323]
GSM1672604
[324]
GSM1672605
[325]
GSM1672606
[326]
GSM1672607
[327]
GSM1672608
[328]
GSM1672609
[329]
GSM1672610
[330]
GSM1672611
[331]
GSM1672612
[332]
GSM1672613
[333]
GSM1672614
[334]
GSM1672615
[335]
GSM1672616
[336]
GSM1672617
[337]
GSM1672618
[338]
GSM1672619
[339]
GSM1672620
[340]
GSM1672621
[341]
GSM1672622
[342]
GSM1672623
[343]
GSM1672624
[344]
GSM1672625
[345]
GSM1672626
[346]
GSM1672627
[347]
GSM1672628
[348]
GSM1672629
[349]
GSM1672630
[350]
GSM1672631
[351]
GSM1672632
[352]
GSM1672633
[353]
GSM1672634
[354]
GSM1672635
[355]
GSM1672636
[356]
GSM1672637
[357]
GSM1672638
[358]
GSM1672639
[359]
GSM1672640
[360]
GSM1672641
[361]
GSM1672642
[362]
GSM1672643
[363]
GSM1672644
[364]
GSM1672645
[365]
GSM1672646
[366]
GSM1672647
[367]
GSM1672648
[368]
GSM1672649
[369]
GSM1672650
[370]
GSM1672651
[371]
GSM1672652
[372]
GSM1672653
[373]
GSM1672654
[374]
GSM1672655
[375]
GSM1672656
[376]
GSM1672657
[377]
GSM1672658
[378]
GSM1672659
[379]
GSM1672660
[380]
GSM1672661
[381]
GSM1672662
[382]
GSM1672663
[383]
GSM1672664
[384]
GSM1672665
[385]
GSM1672666
[386]
GSM1672667
[387]
GSM1672668
[388]
GSM1672669
[389]
GSM1672670
[390]
GSM1672671
[391]
GSM1672672
[392]
GSM1672673
[393]
GSM1672674
[394]
GSM1672675
[395]
GSM1672676
[396]
GSM1672677
[397]
GSM1672678
[398]
GSM1672679
[399]
GSM1672680
[400]
GSM1672681
[401]
GSM1672682
[402]
GSM1672683
[403]
GSM1672684
[404]
GSM1672685
[405]
GSM1672686
[406]
GSM1672687
[407]
GSM1672688
[408]
GSM1672689
[409]
GSM1672690
[410]
GSM1672691
[411]
GSM1672692
[412]
GSM1672693
[413]
GSM1672694
[414]
GSM1672695
[415]
GSM1672696
[416]
GSM1672697
[417]
GSM1672698
[418]
GSM1672699
[419]
GSM1672700
[420]
GSM1672701
[421]
GSM1672702
[422]
GSM1672703
[423]
GSM1672704
[424]
GSM1672705
[425]
GSM1672706
[426]
GSM1672707
[427]
GSM1672708
[428]
GSM1672709
[429]
GSM1672710
[430]
GSM1672711
[431]
GSM1672712
[432]
GSM1672713
[433]
GSM1672714
[434]
GSM1672715
[435]
GSM1672716
[436]
GSM1672717
[437]
GSM1672718
[438]
GSM1672719
[439]
GSM1672720
[440]
GSM1672721
[441]
GSM1672722
[442]
GSM1672723
[443]
GSM1672724
[444]
GSM1672725
[445]
GSM1672726
[446]
GSM1672727
[447]
GSM1672728
[448]
GSM1672729
[449]
GSM1672730
[450]
GSM1672731
[451]
GSM1672732
[452]
GSM1672733
[453]
GSM1672734
[454]
GSM1672735
[455]
GSM1672736
[456]
GSM1672737
[457]
GSM1672738
[458]
GSM1672739
[459]
GSM1672740
[460]
GSM1672741
[461]
GSM1672742
sample_count
462
group_sizes
null
group_sizes_basis
null
platform
96
taxon
Homo sapiens
title
caArray_jacob-00182: Gene expression-based survival prediction in lung adenocarcinoma: a multi-site, blinded validation study
resolution_checked_at
2026-11-01T15:39:55Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[5] object · 16 fields
id
asset:table:pmid:33676448:1
role
table
format
jats-table
media_type
application/vnd.jats.table+json
uri
null
sha256
sha256:a8d44965c6b78eab780e7767eddbdafcce2a5bc7c2da33dcc29b79555b860d38
bytes
602
access
open
state
verified
reader
read_table
reader_status
available
identifier
section[10]/table-wrap[1]#Tab1
version
null
note
Baseline characteristic of four merged GEO datasets
structure object · 5 fields
pmcid
PMC7937314
section_index
10
section_title
Patients’ characteristics
row_count
15
column_count
2
table object · 8 fields
label
Table 1
caption
Baseline characteristic of four merged GEO datasets
rows array · 15 items
[0] array · 2 items
[0]
Characteristic
[1]
The number of patients, n (%)
[1] array · 2 items
[0]
Age
[1]
63.15 ± 10.30
[2] array · 1 item
[0]
Age range
[3] array · 2 items
[0]
≥ 60 years
[1]
675 (67.10)
[4] array · 2 items
[0]
< 60 years
[1]
331 (32.90)
[5] array · 1 item
[0]
Sex
[6] array · 2 items
[0]
Male
[1]
480 (47.71)
[7] array · 2 items
[0]
Female
[1]
526 (52.29)
[8] array · 1 item
[0]
Histological cell type
[9] array · 2 items
[0]
Adenocarcinoma
[1]
765 (76.04)
[10] array · 2 items
[0]
Squamous cell carcinoma
[1]
101 (10.04%)
[11] array · 2 items
[0]
Others
[1]
140 (13.92)
[12] array · 1 item
[0]
Tumor stage
[13] array · 2 items
[0]
I + II
[1]
907 (90.16)
[14] array · 2 items
[0]
III + IV
[1]
98 (9.74)
locator
section[10]/table-wrap[1]#Tab1
[6] object · 16 fields
id
asset:table:pmid:33676448:2
role
table
format
jats-table
media_type
application/vnd.jats.table+json
uri
null
sha256
sha256:7cf7d04babb2d5fcfe146294e5774783b1ec9a18d9fe9f0e458bd87d1ef655f2
bytes
1110
access
open
state
verified
reader
read_table
reader_status
available
identifier
section[11]/table-wrap[1]#Tab2
version
null
note
The correlation between APE1 and tummor infiltrating lymphocytes in NSCLC in merged GEO databases
structure object · 5 fields
pmcid
PMC7937314
section_index
11
section_title
Correlation between APE1 expression and TILs infiltration
row_count
13
column_count
6
table object · 8 fields
label
Table 2
caption
The correlation between APE1 and tummor infiltrating lymphocytes in NSCLC in merged GEO databases
rows array · 13 items
[0] array · 2 items
[0]
MCPcounter
[1]
FARDEEP
[1] array · 6 items
[0]
TILs
[1]
rho
[2]
P value
[3]
TIICs
[4]
rho
[5]
P value
[2] array · 6 items
[0]
NK cells
[1]
−0.164
[2]
< 0.001
[3]
T cells CD4 memory activated
[4]
0.154
[5]
< 0.001
[3] array · 6 items
[0]
T cells
[1]
−0.139
[2]
< 0.001
[3]
B cells memory
[4]
−0.134
[5]
< 0.001
[4] array · 6 items
[0]
B lineage
[1]
−0.120
[2]
< 0.001
[3]
T cells follicular helper
[4]
0.130
[5]
< 0.001
[5] array · 6 items
[0]
Cytotoxic lymphocytes
[1]
−0.089
[2]
0.005
[3]
T cells CD4 naive
[4]
−0.122
[5]
< 0.001
[6] array · 6 items
[0]
CD8 T cells
[1]
−0.034
[2]
0.282
[3]
T cells CD8
[4]
−0.108
[5]
< 0.001
[7] array · 4 items
[0]
scRNAseq signatures
[1]
NK cells resting
[2]
−0.055
[3]
0.083
[8] array · 6 items
[0]
[1]
rho
[2]
P value
[3]
T cells CD4 memory resting
[4]
−0.039
[5]
0.216
[9] array · 6 items
[0]
CD8-C4-GZMK/CD8-C6-LAYN ratio
[1]
−0.270
[2]
< 0.001
[3]
T cells gamma delta
[4]
−0.023
[5]
0.473
[10] array · 6 items
[0]
TNFRSF9+ Treg
[1]
0.386
[2]
< 0.001
[3]
B cells naive
[4]
0.012
[5]
0.710
[11] array · 6 items
[0]
[1]
[2]
[3]
NK cells activated
[4]
−0.012
[5]
0.708
[12] array · 6 items
[0]
[1]
[2]
[3]
T cells regulatory
[4]
−0.006
[5]
0.862
locator
section[11]/table-wrap[1]#Tab2
[7] object · 16 fields
id
asset:table:pmid:33676448:3
role
table
format
jats-table
media_type
application/vnd.jats.table+json
uri
null
sha256
sha256:82a80f5d149581077439f6db9c9804bb7276c8ea942df2c3ed0cd7b3bf299c14
bytes
689
access
open
state
verified
reader
read_table
reader_status
available
identifier
section[11]/table-wrap[2]#Tab3
version
null
note
The correlation between APE1 and tummor infiltrating lymphocytes in 20 patients
structure object · 5 fields
pmcid
PMC7937314
section_index
11
section_title
Correlation between APE1 expression and TILs infiltration
row_count
13
column_count
3
table object · 8 fields
label
Table 3
caption
The correlation between APE1 and tummor infiltrating lymphocytes in 20 patients
rows array · 13 items
[0] array · 3 items
[0]
TILs
[1]
Estimate.rho
[2]
P value
[1] array · 3 items
[0]
CD4+ T cells
[1]
−0.526
[2]
0.019
[2] array · 3 items
[0]
NK cells
[1]
−0.379
[2]
0.100
[3] array · 3 items
[0]
other Cells
[1]
0.349
[2]
0.132
[4] array · 3 items
[0]
B lineage
[1]
−0.308
[2]
0.186
[5] array · 3 items
[0]
CD8+ T cells
[1]
0.260
[2]
0.267
[6] array · 3 items
[0]
B cells
[1]
−0.198
[2]
0.400
[7] array · 3 items
[0]
NK cells
[1]
0.155
[2]
0.513
[8] array · 3 items
[0]
Cytotoxic lymphocytes
[1]
−0.141
[2]
0.551
[9] array · 3 items
[0]
CD8+ T cells
[1]
−0.137
[2]
0.564
[10] array · 3 items
[0]
T cells
[1]
−0.056
[2]
0.816
[11] array · 3 items
[0]
CD8-C4-GZMK/CD8-C6-LAYN ratio
[1]
−0.397
[2]
0.084
[12] array · 3 items
[0]
TNFRSF9+ Treg
[1]
0.671
[2]
0.002
locator
section[11]/table-wrap[2]#Tab3
[8] object · 16 fields
id
asset:table:pmid:33676448:4
role
table
format
jats-table
media_type
application/vnd.jats.table+json
uri
null
sha256
sha256:b10850b46e47f88a4075d8a560117d386164c865778e6a3c9e81522e90f03fb1
bytes
1024
access
open
state
verified
reader
read_table
reader_status
available
identifier
section[12]/table-wrap[1]#Tab4
version
null
note
The result of COX analysis of APE1 and the abundance of TILs with RFS in GEO databases
structure object · 5 fields
pmcid
PMC7937314
section_index
12
section_title
Relationship of APE1 expression, CD4+ naïve T cells infiltration with NSCLC prognosis
row_count
13
column_count
5
table object · 8 fields
label
Table 4
caption
The result of COX analysis of APE1 and the abundance of TILs with RFS in GEO databases
rows array · 13 items
[0] array · 5 items
[0]
[1]
HR(95% CI)
[2]
P
[3]
HR(95% CI)*
[4]
P*
[1] array · 5 items
[0]
APE1
[1]
1.410 (1.130–1.760)
[2]
0.002
[3]
1.270 (1.007–1.603)
[4]
0.044
[2] array · 5 items
[0]
T cells CD4 naive
[1]
0.101 (0.021–0.474)
[2]
0.004
[3]
0.243 (0.048–1.224)
[4]
0.086
[3] array · 5 items
[0]
T cells CD8
[1]
0.217 (0.031–1.530)
[2]
0.125
[3]
[4]
[4] array · 5 items
[0]
B cells memory
[1]
0.007 (0.000–5.560)
[2]
0.146
[3]
[4]
[5] array · 5 items
[0]
T cells
[1]
0.871 (0.697–1.090)
[2]
0.226
[3]
[4]
[6] array · 5 items
[0]
NK cells
[1]
1.280 (0.860–1.900)
[2]
0.226
[3]
[4]
[7] array · 5 items
[0]
T cells follicular helper
[1]
2.890 (0.425–19.700)
[2]
0.278
[3]
[4]
[8] array · 5 items
[0]
B lineage
[1]
0.942 (0.842–1.050)
[2]
0.296
[3]
[4]
[9] array · 5 items
[0]
Cytotoxic lymphocytes
[1]
1.020 (0.866–1.210)
[2]
0.779
[3]
[4]
[10] array · 5 items
[0]
NK cells activated
[1]
0.899 (0.048–16.900)
[2]
0.943
[3]
[4]
[11] array · 5 items
[0]
CD8-C4-GZMK/CD8-C6-LAYN ratio
[1]
0.282 (0.138–0.577)
[2]
0.001
[3]
[4]
[12] array · 5 items
[0]
TNFRSF9+ Treg
[1]
2.140 (1.244–3.683)
[2]
0.006
[3]
[4]
locator
section[12]/table-wrap[1]#Tab4
[9] object · 16 fields
id
asset:table:pmid:33676448:5
role
table
format
jats-table
media_type
application/vnd.jats.table+json
uri
null
sha256
sha256:d0e01bfbc166a2e5d5d168a275feb15cccfb17e5c57b3318a8287dfe03ea7223
bytes
896
access
open
state
verified
reader
read_table
reader_status
available
identifier
section[13]/table-wrap[1]#Tab5
version
null
note
The result of Cox analysis evaluating prognosis of CD4+ naive T cells for RFS in different APE1 level subgroups in GEO databases
structure object · 5 fields
pmcid
PMC7937314
section_index
13
section_title
APE1 expression influence the relationship between CD4+ T cells infiltration and prognosis in NSCLC patients
row_count
10
column_count
5
table object · 8 fields
label
Table 5
caption
The result of Cox analysis evaluating prognosis of CD4+ naive T cells for RFS in different APE1 level subgroups in GEO databases
rows array · 10 items
[0] array · 2 items
[0]
[1]
CD4+ naive T cells
[1] array · 4 items
[0]
HR (95% CI)
[1]
P
[2]
HR (95% CI)*
[3]
P*
[2] array · 5 items
[0]
Low APE1
[1]
0.003 (0.000–0.076)
[2]
< 0.001
[3]
0.009 (0.000–0.361)
[4]
0.013
[3] array · 5 items
[0]
High APE1
[1]
0.455 (0.074–2.792)
[2]
0.395
[3]
0.604 (0.098–3.847)
[4]
0.604
[4] array · 5 items
[0]
Interaction
[1]
117.46 (2.725–5062)
[2]
0.013
[3]
59.299 (1.246–2822)
[4]
0.038
[5] array · 5 items
[0]
[1]
CD8+T C4/C6 ratio
[2]
P
[3]
TNFRSF9+ Treg
[4]
P
[6] array · 2 items
[0]
HR (95% CI)
[1]
HR (95% CI)
[7] array · 5 items
[0]
Low APE1
[1]
0.415 (0.078–2.221)
[2]
0.304
[3]
0.825 (0.246–2.764)
[4]
0.756
[8] array · 5 items
[0]
High APE1
[1]
0.298 (0.136–0.656)
[2]
0.003
[3]
2.212 (1.103–4.080)
[4]
0.024
[9] array · 5 items
[0]
Interaction
[1]
0.846 (0.134–5.349)
[2]
0.859
[3]
2.257 (0.576–8.850)
[4]
0.243
locator
section[13]/table-wrap[1]#Tab5
[10] object · 16 fields
id
asset:table:pmid:33676448:6
role
table
format
jats-table
media_type
application/vnd.jats.table+json
uri
null
sha256
sha256:08698f5658e6b4ebed01f9600b11c2c420bf5dd619626e935c0bc940ca38303d
bytes
585
access
open
state
verified
reader
read_table
reader_status
available
identifier
section[14]/table-wrap[1]#Tab6
version
null
note
Patients’ basic characteristic of 108 NSCLC patients
structure object · 5 fields
pmcid
PMC7937314
section_index
14
section_title
APE1 expression and CD4+ T cells infiltration in tissue samples and the associations with prognosis
row_count
16
column_count
2
table object · 8 fields
label
Table 6
caption
Patients’ basic characteristic of 108 NSCLC patients
rows array · 16 items
[0] array · 2 items
[0]
Characteristic
[1]
The number of patients, n (%)
[1] array · 2 items
[0]
Age
[1]
57.97 ± 8.36
[2] array · 1 item
[0]
Age range
[3] array · 2 items
[0]
≥ 60 years
[1]
52 (48.15)
[4] array · 2 items
[0]
< 60 years
[1]
56 (51.85)
[5] array · 1 item
[0]
Sex
[6] array · 2 items
[0]
Male
[1]
54 (50.00)
[7] array · 2 items
[0]
Female
[1]
54 (50.00)
[8] array · 1 item
[0]
Smoking status
[9] array · 2 items
[0]
ever
[1]
49 (45.37)
[10] array · 2 items
[0]
never
[1]
59 (54.63)
[11] array · 1 item
[0]
Histological cell type
[12] array · 2 items
[0]
Adenocarcinoma
[1]
108 (100.00)
[13] array · 1 item
[0]
Tumor stage
[14] array · 2 items
[0]
I
[1]
107 (99.07)
[15] array · 2 items
[0]
II
[1]
1 (0.93)
locator
section[14]/table-wrap[1]#Tab6
gaps array · 8 items
[0]
asset:data:geo:GSE30219 not downloaded
[1]
asset:data:geo:GSE30219 licence not read
[2]
asset:data:geo:GSE31210 not downloaded
[3]
asset:data:geo:GSE31210 licence not read
[4]
asset:data:geo:GSE50081 not downloaded
[5]
asset:data:geo:GSE50081 licence not read
[6]
asset:data:geo:GSE68465 not downloaded
[7]
asset:data:geo:GSE68465 licence not read
analysis object · 4 fields
state
partial
methods array · 4 items
[0] object · 10 fields
id
method-1
family
correlation_analysis
specific
spearman
label
Correlation analysis
dsl_operations array · 1 item
[0]
spearman_rho
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[0]
paired_numeric_columns
evidence object · 3 fields
score
1
band
verbatim
quote
Spearman correlation tests were used to evaluate correlations between abundance of various TILs and APE1 expression.
[1] object · 10 fields
id
method-2
family
survival_analysis
specific
kaplan_meier
label
Survival analysis
dsl_operations array · 1 item
[0]
survival_km
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[0]
time_to_event_with_censoring
evidence object · 3 fields
score
0.7
band
medium
quote
Kaplan-Meier
[2] object · 10 fields
id
method-3
family
survival_analysis
specific
log_rank_test
label
Survival analysis
dsl_operations array · 1 item
[0]
logrank_test
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[0]
time_to_event_with_censoring
evidence object · 3 fields
score
0.8
band
high
quote
log-rank
[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
0.8
band
high
quote
Chi-square
targets array · 0 items
gaps array · 1 item
[0]
method.reader_differs_from_extractor
capability object · 3 fields
state
complete
requirements array · 1 item
[0] object · 6 fields
capability_id
capability:computational_analysis
label
Computational analysis platform
assay_families array · 9 items
[0]
meta_analysis
[1]
machine_learning
[2]
survival_analysis
[3]
statistical_regression
[4]
pca
[5]
molecular_docking
[6]
network_analysis
[7]
differential_expression
[8]
gwas
candidate
Automated Assays Laravel application and simulated adapters
gaps array · 0 items
readiness object · 8 fields
state
complete
tier
R1
blocked_on
nothing:replicable_now
axes object · 3 fields
method object · 5 fields
tier
R1
expressible
true
required_operations array · 1 item
[0]
spearman_rho
missing_operations array · 0 items
basis
The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: spearman.
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 · 4 items
[0]
GSE68465
[1]
GSE30219
[2]
GSE31210
[3]
GSE50081
resolved_accessions array · 4 items
[0]
GSE68465
[1]
GSE30219
[2]
GSE31210
[3]
GSE50081
statements array · 1 item
[0]
For GEO database, the data can be obtained from the Gene Expression Omnibus (GEO) public database under accession number GSE68465, GSE30219, GSE31210 and GSE50081. The data of APE1 expression and immune cell population in 20 NSCLCs can be obtained from supplementary file.
basis
The paper names GSE68465, GSE30219, GSE31210, GSE50081 in Gene Expression Omnibus (GEO) public 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 · 1 item
[0]
spearman_rho
assets array · 8 items
[0]
source:pmid:33676448
[1]
data:geo:GSE30219
[2]
asset:table:pmid:33676448:1
[3]
asset:table:pmid:33676448:2
[4]
asset:table:pmid:33676448:3
[5]
asset:table:pmid:33676448:4
[6]
asset:table:pmid:33676448:5
[7]
asset:table:pmid:33676448:6
steps array · 1 item
[0]
run_analysis
must_build object · 5 fields
dsl_operations array · 0 items
converters array · 0 items
readers array · 0 items
capabilities array · 0 items
data_gaps array · 1 item
[0]
data:geo:GSE30219
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
2026-10-31T18:27:31Z
independence
single_reader
evidence_check object · 2 fields
method
verbatim
availability
verbatim
calls
3
usage object · 3 fields
prompt_tokens
34157
completion_tokens
1736
cached_tokens
784
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:33676448
type
paper
label
pmid:33676448
[1] object · 3 fields
id
source:pmid:33676448
type
manuscript
label
PMID 33676448 full text
[2] object · 3 fields
id
data:geo:GSE30219
type
dataset
label
GEO GSE30219
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:33676448
type
paper
label
pmid:33676448
[1] object · 3 fields
id
source:pmid:33676448
type
manuscript
label
PMID 33676448 full text
[2] object · 3 fields
id
data:geo:GSE30219
type
dataset
label
GEO GSE30219
agent
agent:corpus-assay-engine
[1] object · 4 fields
id
activity-read-33676448
type
extraction
used array · 1 item
[0]
source:pmid:33676448
agent
agent:minimax-reader
[2] object · 4 fields
id
activity-resolve-GSE30219
type
accession_resolution
used array · 1 item
[0]
data:geo:GSE30219
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:33676448
parent_hash
sha256:89e23f9462e861f8f3e8c421dc7da3a446baae0ebddaad18e5a2c0ec766a02d2
fork_of
null
gaps array · 13 items
[0]
asset:data:geo:GSE30219 licence not read
[1]
asset:data:geo:GSE30219 not downloaded
[2]
asset:data:geo:GSE31210 licence not read
[3]
asset:data:geo:GSE31210 not downloaded
[4]
asset:data:geo:GSE50081 licence not read
[5]
asset:data:geo:GSE50081 not downloaded
[6]
asset:data:geo:GSE68465 licence not read
[7]
asset:data:geo:GSE68465 not downloaded
[8]
execution.not_run
[9]
method.reader_differs_from_extractor
[10]
review.human_critique
[11]
review.independent_reader
[12]
review.machine_critique
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]
r-infiltrating CD4+ T cells was evaluated by immunohistochemistry (IHC). RESULTS: The results showed that the
[1]
cells was evaluated by immunohistochemistry (IHC). RESULTS: The results showed that the abund
[2]
low-score groups separately according to the IHC staining in the other cohort comprised of 10
[3]
ents is shown in Table 6. The representative IHC images of APE1 and TILs density of CD4+ cell
order_basis
paper_text_order:1308
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
0.99
evidence array · 2 items
[0]
e-wide gene expression was all profiled with Affymetrix HG-U133 chips (Affymetrix). Raw CEL files we
[1]
all profiled with Affymetrix HG-U133 chips (Affymetrix). Raw CEL files were downloaded from GEO and
order_basis
paper_text_order:2518
id
assay:2
[2] object · 11 fields
role
analysis
definition_id
correlation_analysis
definition_version
f2132e96ae6c7a4e
required_operations array · 1 item
[0]
spearman_rho
support_state
supported
source_hashes object · 1 field
dsl_catalogue
f2132e96ae6c7a4e
evidence array · 1 item
[0]
Spearman correlation tests were used to evaluate correlations between abundance of various TILs and APE1 expression.
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:33676448", "kind": "science-record", "revision": 6, "content_hash": "sha256:fb3505d590d85f7269632b7104d1ad821cc52a44c514b5a39a4ebed9d969e741", "created_at": "2026-11-01T15:41:27Z", "updated_at": "2026-11-01T21:24:48Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "APE1 may influence CD4+ naïve T cells on recurrence free survival in early stage NSCLC.", "doi": "10.1186/s12885-021-07950-1", "pmid": "33676448", "authors": ["Yanping Li", "Xiaolong Zhao", "He Xiao", "Bo Yang", "Jie Liu", "Wen Rao", "Xiaoyan Dai", "Mengxia Li", "Nan Dai", "Yuxin Yang", "Dong Wang"], "journal": "BMC cancer", "year": 2021, "abstract": "BACKGROUND: It was demonstrated that multifunctional protein APE1 (Apurinic/apyrimidinic endonuclease 1) is closely related to tumor immune microenvironment in a number of investigations, Meanwhile, the abundance of tumor infiltrating lymphocytes (TILs) has been shown as a prognosis indicator in some researches. However, it remains unclear whether APE1 is involved in the process of TILs affecting the prognosis of patients. To this end, we investigated the associations between APE1 and TILs in non-small cell lung cancer (NSCLC) and explored whether APE1 would influence the associations of CD4+ T cells infiltration with the prognosis of patients.\nMETHODS: Genome-wide expression datasets were obtained from the Gene Expression Omnibus (GEO) public database under accession number GSE68465, GSE30219, GSE31210 and GSE50081. MCPcounter and CIBERSORT analysis was conducted to evaluate the abundance of TILs in 1006 NSCLC patients of GEO database. Spearman correlation tests were used to evaluate correlations between abundance of various TILs and APE1 expression. RFS (recurrence free survival) was estimated using the Kaplan-Meier method and the Cox proportional-hazards model. The expression level of APE1 and tumor-infiltrating CD4+ T cells was evaluated by immunohistochemistry (IHC).\nRESULTS: The results showed that the abundance of CD4+ naïve T cells was negatively associated with the APE1 expression. CD4+ naïve T cells infiltration was a favorable prognostic factor for RFS, however, there was no effect of CD4+ T cells infiltration on RFS in patients with high APE1 expression. Subsequently, it was further confirmed that CD4+ T cells infiltration was negatively associated with the APE1 expression level in 108 NSCLC tissue samples; high CD4+ T cells infiltration was associated with longer RFS in low APE1 expression group but not in APE1 high expression group.\nCONCLUSION: These results suggested that APE1 may affect the relationship between CD4+ T cells infiltration and prognosis in NSCLC. This study provides new insights into predictors of outcome in patients with NSCLC, and suggests that combining immunotherapy and APE1-targeted therapy may be a promising treatment for NSCLC.", "claims": [{"id": "claim-method", "statement": "Spearman correlation tests were used to evaluate correlations between abundance of various TILs and APE1 expression.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:33676448", "locator": "sections[0] \"Abstract\" paragraph 2", "quote": "Spearman correlation tests were used to evaluate correlations between abundance of various TILs and APE1 expression."}], "state": "complete"}, {"id": "claim-data-access", "statement": "For GEO database, the data can be obtained from the Gene Expression Omnibus (GEO) public database under accession number GSE68465, GSE30219, GSE31210 and GSE50081. The data of APE1 expression and immune cell population in 20 NSCLCs can be obtained from supplementary file.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:33676448", "locator": "sections[23] \"Availability of data and materials\" paragraph 2", "quote": "For GEO database, the data can be obtained from the Gene Expression Omnibus (GEO) public database under accession number GSE68465, GSE30219, GSE31210 and GSE50081. The data of APE1 expression and immune cell population in 20 NSCLCs can be obtained from supplementary file."}], "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:33676448"], "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:GSE30219"], "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:GSE30219"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:33676448", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1186/s12885-021-07950-1", "sha256": "sha256:5785ae8a18ea53c252dab03a4d94169bf4b1ddca4f0cf53bb542a009477c91a9", "bytes": 41681, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.1186/s12885-021-07950-1", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC7937314", "source": "europe_pmc_fulltext", "coverage": "whole_body", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:GSE30219", "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=GSE30219", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE30219", "version": null, "note": "For GEO database, the data can be obtained from the Gene Expression Omnibus (GEO) public database under accession number GSE68465, GSE30219, GSE31210 and GSE50081. The data of APE1 expression and immune cell population in 20 NSCLCs can be obtained from supplementary file.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "For GEO database, the data can be obtained from the Gene Expression Omnibus (GEO) public database under accession number GSE68465, GSE30219, GSE31210 and GSE50081. The data of APE1 expression and immune cell population in 20 NSCLCs can be obtained from supplementary file.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM1465989", "GSM1465990", "GSM1465991", "GSM1465992", "GSM1465993", "GSM1465994", "GSM1465995", "GSM1465996", "GSM1465997", "GSM1465998", "GSM1465999", "GSM748053", "GSM748054", "GSM748055", "GSM748056", "GSM748057", "GSM748058", "GSM748059", "GSM748060", "GSM748061", "GSM748062", "GSM748063", "GSM748064", "GSM748065", "GSM748066", "GSM748067", "GSM748068", "GSM748069", "GSM748070", "GSM748071", "GSM748072", "GSM748073", "GSM748074", "GSM748075", "GSM748076", "GSM748077", "GSM748078", "GSM748079", "GSM748080", "GSM748081", "GSM748083", "GSM748084", "GSM748085", "GSM748086", "GSM748087", "GSM748088", "GSM748089", "GSM748090", "GSM748091", "GSM748092", "GSM748093", "GSM748094", "GSM748095", "GSM748096", "GSM748097", "GSM748098", "GSM748099", "GSM748100", "GSM748101", "GSM748102", "GSM748103", "GSM748104", "GSM748105", "GSM748106", "GSM748107", "GSM748108", "GSM748109", "GSM748110", "GSM748111", "GSM748112", "GSM748113", "GSM748115", "GSM748116", "GSM748117", "GSM748118", "GSM748119", "GSM748120", "GSM748121", "GSM748122", "GSM748123", "GSM748124", "GSM748125", "GSM748126", "GSM748127", "GSM748128", "GSM748129", "GSM748130", "GSM748131", "GSM748132", "GSM748133", "GSM748134", "GSM748135", "GSM748136", "GSM748137", "GSM748138", "GSM748139", "GSM748140", "GSM748141", "GSM748142", "GSM748143", "GSM748144", "GSM748145", "GSM748146", "GSM748147", "GSM748148", "GSM748149", "GSM748150", "GSM748151", "GSM748152", "GSM748153", "GSM748154", "GSM748155", "GSM748156", "GSM748157", "GSM748158", "GSM748159", "GSM748160", "GSM748161", "GSM748162", "GSM748163", "GSM748164", "GSM748165", "GSM748166", "GSM748167", "GSM748168", "GSM748169", "GSM748170", "GSM748171", "GSM748172", "GSM748173", "GSM748174", "GSM748175", "GSM748176", "GSM748177", "GSM748178", "GSM748179", "GSM748180", "GSM748181", "GSM748182", "GSM748183", "GSM748184", "GSM748185", "GSM748186", "GSM748187", "GSM748188", "GSM748189", "GSM748191", "GSM748192", "GSM748193", "GSM748195", "GSM748196", "GSM748197", "GSM748198", "GSM748199", "GSM748200", "GSM748201", "GSM748202", "GSM748203", "GSM748206", "GSM748207", "GSM748209", "GSM748210", "GSM748211", "GSM748212", "GSM748213", "GSM748214", "GSM748215", "GSM748216", "GSM748217", "GSM748218", "GSM748219", "GSM748220", "GSM748221", "GSM748222", "GSM748223", "GSM748224", "GSM748225", "GSM748226", "GSM748227", "GSM748228", "GSM748229", "GSM748232", "GSM748233", "GSM748234", "GSM748235", "GSM748239", "GSM748240", "GSM748242", "GSM748243", "GSM748244", "GSM748245", "GSM748246", "GSM748247", "GSM748248", "GSM748249", "GSM748250", "GSM748251", "GSM748252", "GSM748253", "GSM748254", "GSM748255", "GSM748256", "GSM748257", "GSM748258", "GSM748259", "GSM748260", "GSM748261", "GSM748262", "GSM748263", "GSM748264", "GSM748265", "GSM748266", "GSM748267", "GSM748268", "GSM748269", "GSM748270", "GSM748271", "GSM748272", "GSM748273", "GSM748274", "GSM748275", "GSM748276", "GSM748277", "GSM748278", "GSM748279", "GSM748280", "GSM748281", "GSM748282", "GSM748283", "GSM748284", "GSM748285", "GSM748286", "GSM748287", "GSM748288", "GSM748291", "GSM748292", "GSM748294", "GSM748295", "GSM748296", "GSM748297", "GSM748298", "GSM748299", "GSM748300", "GSM748301", "GSM748302", "GSM748303", "GSM748304", "GSM748305", "GSM748306", "GSM748307", "GSM748308", "GSM748309", "GSM748310", "GSM748311", "GSM748312", "GSM748313", "GSM748314", "GSM748315", "GSM748316", "GSM748317", "GSM748318", "GSM748319", "GSM748320", "GSM748321", "GSM748323", "GSM748324", "GSM748325", "GSM748326", "GSM748327", "GSM748328", "GSM748329", "GSM748330", "GSM748331", "GSM748332", "GSM748333", "GSM748334", "GSM748335", "GSM748336", "GSM748337", "GSM748338", "GSM748339", "GSM748341", "GSM748342", "GSM748343", "GSM748344", "GSM748345", "GSM748346", "GSM748347", "GSM748348", "GSM748349", "GSM748350", "GSM748351", "GSM748352", "GSM748353", "GSM748354", "GSM748355", "GSM748356", "GSM748357", "GSM748358", "GSM748359", "GSM748360", "GSM748361", "GSM748362", "GSM748363", "GSM748364", "GSM748365", "GSM748366"], "sample_count": 307, "group_sizes": null, "group_sizes_basis": null, "platform": "570", "taxon": "Homo sapiens", "title": "\"Off-context\" gene expression in lung cancer identifies a group of metastatic-prone tumors", "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:GSE31210", "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=GSE31210", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE31210", "version": null, "note": "For GEO database, the data can be obtained from the Gene Expression Omnibus (GEO) public database under accession number GSE68465, GSE30219, GSE31210 and GSE50081. The data of APE1 expression and immune cell population in 20 NSCLCs can be obtained from supplementary file.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "For GEO database, the data can be obtained from the Gene Expression Omnibus (GEO) public database under accession number GSE68465, GSE30219, GSE31210 and GSE50081. The data of APE1 expression and immune cell population in 20 NSCLCs can be obtained from supplementary file.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM773540", "GSM773541", "GSM773542", "GSM773543", "GSM773544", "GSM773545", "GSM773546", "GSM773547", "GSM773548", "GSM773549", "GSM773550", "GSM773551", "GSM773552", "GSM773553", "GSM773554", "GSM773555", "GSM773556", "GSM773557", "GSM773558", "GSM773559", "GSM773560", "GSM773561", "GSM773562", "GSM773563", "GSM773564", "GSM773565", "GSM773566", "GSM773567", "GSM773568", "GSM773569", "GSM773570", "GSM773571", "GSM773572", "GSM773573", "GSM773574", "GSM773575", "GSM773576", "GSM773577", "GSM773578", "GSM773579", "GSM773580", "GSM773581", "GSM773582", "GSM773583", "GSM773584", "GSM773585", "GSM773586", "GSM773587", "GSM773588", "GSM773589", "GSM773590", "GSM773591", "GSM773592", "GSM773593", "GSM773594", "GSM773595", "GSM773596", "GSM773597", "GSM773598", "GSM773599", "GSM773600", "GSM773601", "GSM773602", "GSM773603", "GSM773604", "GSM773605", "GSM773606", "GSM773607", "GSM773608", "GSM773609", "GSM773610", "GSM773611", "GSM773612", "GSM773613", "GSM773614", "GSM773615", "GSM773616", "GSM773617", "GSM773618", "GSM773619", "GSM773620", "GSM773621", "GSM773622", "GSM773623", "GSM773624", "GSM773625", "GSM773626", "GSM773627", "GSM773628", "GSM773629", "GSM773630", "GSM773631", "GSM773632", "GSM773633", "GSM773634", "GSM773635", "GSM773636", "GSM773637", "GSM773638", "GSM773639", "GSM773640", "GSM773641", "GSM773642", "GSM773643", "GSM773644", "GSM773645", "GSM773646", "GSM773647", "GSM773648", "GSM773649", "GSM773650", "GSM773651", "GSM773652", "GSM773653", "GSM773654", "GSM773655", "GSM773656", "GSM773657", "GSM773658", "GSM773659", "GSM773660", "GSM773661", "GSM773662", "GSM773663", "GSM773664", "GSM773665", "GSM773666", "GSM773667", "GSM773668", "GSM773669", "GSM773670", "GSM773671", "GSM773672", "GSM773673", "GSM773674", "GSM773675", "GSM773676", "GSM773677", "GSM773678", "GSM773679", "GSM773680", "GSM773681", "GSM773682", "GSM773683", "GSM773684", "GSM773685", "GSM773686", "GSM773687", "GSM773688", "GSM773689", "GSM773690", "GSM773691", "GSM773692", "GSM773693", "GSM773694", "GSM773695", "GSM773696", "GSM773697", "GSM773698", "GSM773699", "GSM773700", "GSM773701", "GSM773702", "GSM773703", "GSM773704", "GSM773705", "GSM773706", "GSM773707", "GSM773708", "GSM773709", "GSM773710", "GSM773711", "GSM773712", "GSM773713", "GSM773714", "GSM773715", "GSM773716", "GSM773717", "GSM773718", "GSM773719", "GSM773720", "GSM773721", "GSM773722", "GSM773723", "GSM773724", "GSM773725", "GSM773726", "GSM773727", "GSM773728", "GSM773729", "GSM773730", "GSM773731", "GSM773732", "GSM773733", "GSM773734", "GSM773735", "GSM773736", "GSM773737", "GSM773738", "GSM773739", "GSM773740", "GSM773741", "GSM773742", "GSM773743", "GSM773744", "GSM773745", "GSM773746", "GSM773747", "GSM773748", "GSM773749", "GSM773750", "GSM773751", "GSM773752", "GSM773753", "GSM773754", "GSM773755", "GSM773756", "GSM773757", "GSM773758", "GSM773759", "GSM773760", "GSM773761", "GSM773762", "GSM773763", "GSM773764", "GSM773765", "GSM773766", "GSM773767", "GSM773768", "GSM773769", "GSM773770", "GSM773771", "GSM773772", "GSM773773", "GSM773774", "GSM773775", "GSM773776", "GSM773777", "GSM773778", "GSM773779", "GSM773780", "GSM773781", "GSM773782", "GSM773783", "GSM773784", "GSM773785"], "sample_count": 246, "group_sizes": null, "group_sizes_basis": null, "platform": "570", "taxon": "Homo sapiens", "title": "Gene expression data for pathological stage I-II lung adenocarcinomas", "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:GSE50081", "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=GSE50081", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE50081", "version": null, "note": "For GEO database, the data can be obtained from the Gene Expression Omnibus (GEO) public database under accession number GSE68465, GSE30219, GSE31210 and GSE50081. The data of APE1 expression and immune cell population in 20 NSCLCs can be obtained from supplementary file.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "For GEO database, the data can be obtained from the Gene Expression Omnibus (GEO) public database under accession number GSE68465, GSE30219, GSE31210 and GSE50081. The data of APE1 expression and immune cell population in 20 NSCLCs can be obtained from supplementary file.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM1213669", "GSM1213670", "GSM1213671", "GSM1213672", "GSM1213673", "GSM1213674", "GSM1213675", "GSM1213676", "GSM1213677", "GSM1213678", "GSM1213679", "GSM1213680", "GSM1213681", "GSM1213682", "GSM1213683", "GSM1213684", "GSM1213685", "GSM1213686", "GSM1213687", "GSM1213688", "GSM1213689", "GSM1213690", "GSM1213691", "GSM1213692", "GSM1213693", "GSM1213694", "GSM1213695", "GSM1213696", "GSM1213697", "GSM1213698", "GSM1213699", "GSM1213700", "GSM1213701", "GSM1213702", "GSM1213703", "GSM1213704", "GSM1213705", "GSM1213706", "GSM1213707", "GSM1213708", "GSM1213709", "GSM1213710", "GSM1213711", "GSM1213712", "GSM1213713", "GSM1213714", "GSM1213715", "GSM1213716", "GSM1213717", "GSM1213718", "GSM1213719", "GSM1213720", "GSM1213721", "GSM1213722", "GSM1213723", "GSM1213724", "GSM1213725", "GSM1213726", "GSM1213727", "GSM1213728", "GSM1213729", "GSM1213730", "GSM1213731", "GSM1213732", "GSM1213733", "GSM1213734", "GSM1213735", "GSM1213736", "GSM1213737", "GSM1213738", "GSM1213739", "GSM1213740", "GSM1213741", "GSM1213742", "GSM1213743", "GSM1213744", "GSM1213745", "GSM1213746", "GSM1213747", "GSM1213748", "GSM1213749", "GSM1213750", "GSM1213751", "GSM1213752", "GSM1213753", "GSM1213754", "GSM1213755", "GSM1213756", "GSM1213757", "GSM1213758", "GSM1213759", "GSM1213760", "GSM1213761", "GSM1213762", "GSM1213763", "GSM1213764", "GSM1213765", "GSM1213766", "GSM1213767", "GSM1213768", "GSM1213769", "GSM1213770", "GSM1213771", "GSM1213772", "GSM1213773", "GSM1213774", "GSM1213775", "GSM1213776", "GSM1213777", "GSM1213778", "GSM1213779", "GSM1213780", "GSM1213781", "GSM1213782", "GSM1213783", "GSM1213784", "GSM1213785", "GSM1213786", "GSM1213787", "GSM1213788", "GSM1213789", "GSM1213790", "GSM1213791", "GSM1213792", "GSM1213793", "GSM1213794", "GSM1213795", "GSM1213796", "GSM1213797", "GSM1213798", "GSM1213799", "GSM1213800", "GSM1213801", "GSM1213802", "GSM1213803", "GSM1213804", "GSM1213805", "GSM1213806", "GSM1213807", "GSM1213808", "GSM1213809", "GSM1213810", "GSM1213811", "GSM1213812", "GSM1213813", "GSM1213814", "GSM1213815", "GSM1213816", "GSM1213817", "GSM1213818", "GSM1213819", "GSM1213820", "GSM1213821", "GSM1213822", "GSM1213823", "GSM1213824", "GSM1213825", "GSM1213826", "GSM1213827", "GSM1213828", "GSM1213829", "GSM1213830", "GSM1213831", "GSM1213832", "GSM1213833", "GSM1213834", "GSM1213835", "GSM1213836", "GSM1213837", "GSM1213838", "GSM1213839", "GSM1213840", "GSM1213841", "GSM1213842", "GSM1213843", "GSM1213844", "GSM1213845", "GSM1213846", "GSM1213847", "GSM1213848", "GSM1213849"], "sample_count": 181, "group_sizes": null, "group_sizes_basis": null, "platform": "570", "taxon": "Homo sapiens", "title": "Validation of a histology-independent prognostic gene signature for early stage, non-small cell lung cancer including stage IA patients", "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:GSE68465", "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=GSE68465", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE68465", "version": null, "note": "For GEO database, the data can be obtained from the Gene Expression Omnibus (GEO) public database under accession number GSE68465, GSE30219, GSE31210 and GSE50081. The data of APE1 expression and immune cell population in 20 NSCLCs can be obtained from supplementary file.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "For GEO database, the data can be obtained from the Gene Expression Omnibus (GEO) public database under accession number GSE68465, GSE30219, GSE31210 and GSE50081. The data of APE1 expression and immune cell population in 20 NSCLCs can be obtained from supplementary file.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM1672281", "GSM1672282", "GSM1672283", "GSM1672284", "GSM1672285", "GSM1672286", "GSM1672287", "GSM1672288", "GSM1672289", "GSM1672290", "GSM1672291", "GSM1672292", "GSM1672293", "GSM1672294", "GSM1672295", "GSM1672296", "GSM1672297", "GSM1672298", "GSM1672299", "GSM1672300", "GSM1672301", "GSM1672302", "GSM1672303", "GSM1672304", "GSM1672305", "GSM1672306", "GSM1672307", "GSM1672308", "GSM1672309", "GSM1672310", "GSM1672311", "GSM1672312", "GSM1672313", "GSM1672314", "GSM1672315", "GSM1672316", "GSM1672317", "GSM1672318", "GSM1672319", "GSM1672320", "GSM1672321", "GSM1672322", "GSM1672323", "GSM1672324", "GSM1672325", "GSM1672326", "GSM1672327", "GSM1672328", "GSM1672329", "GSM1672330", "GSM1672331", "GSM1672332", "GSM1672333", "GSM1672334", "GSM1672335", "GSM1672336", "GSM1672337", "GSM1672338", "GSM1672339", "GSM1672340", "GSM1672341", "GSM1672342", "GSM1672343", "GSM1672344", "GSM1672345", "GSM1672346", "GSM1672347", "GSM1672348", "GSM1672349", "GSM1672350", "GSM1672351", "GSM1672352", "GSM1672353", "GSM1672354", "GSM1672355", "GSM1672356", "GSM1672357", "GSM1672358", "GSM1672359", "GSM1672360", "GSM1672361", "GSM1672362", "GSM1672363", "GSM1672364", "GSM1672365", "GSM1672366", "GSM1672367", "GSM1672368", "GSM1672369", "GSM1672370", "GSM1672371", "GSM1672372", "GSM1672373", "GSM1672374", "GSM1672375", "GSM1672376", "GSM1672377", "GSM1672378", "GSM1672379", "GSM1672380", "GSM1672381", "GSM1672382", "GSM1672383", "GSM1672384", "GSM1672385", "GSM1672386", "GSM1672387", "GSM1672388", "GSM1672389", "GSM1672390", "GSM1672391", "GSM1672392", "GSM1672393", "GSM1672394", "GSM1672395", "GSM1672396", "GSM1672397", "GSM1672398", "GSM1672399", "GSM1672400", "GSM1672401", "GSM1672402", "GSM1672403", "GSM1672404", "GSM1672405", "GSM1672406", "GSM1672407", "GSM1672408", "GSM1672409", "GSM1672410", "GSM1672411", "GSM1672412", "GSM1672413", "GSM1672414", "GSM1672415", "GSM1672416", "GSM1672417", "GSM1672418", "GSM1672419", "GSM1672420", "GSM1672421", "GSM1672422", "GSM1672423", "GSM1672424", "GSM1672425", "GSM1672426", "GSM1672427", "GSM1672428", "GSM1672429", "GSM1672430", "GSM1672431", "GSM1672432", "GSM1672433", "GSM1672434", "GSM1672435", "GSM1672436", "GSM1672437", "GSM1672438", "GSM1672439", "GSM1672440", "GSM1672441", "GSM1672442", "GSM1672443", "GSM1672444", "GSM1672445", "GSM1672446", "GSM1672447", "GSM1672448", "GSM1672449", "GSM1672450", "GSM1672451", "GSM1672452", "GSM1672453", "GSM1672454", "GSM1672455", "GSM1672456", "GSM1672457", "GSM1672458", "GSM1672459", "GSM1672460", "GSM1672461", "GSM1672462", "GSM1672463", "GSM1672464", "GSM1672465", "GSM1672466", "GSM1672467", "GSM1672468", "GSM1672469", "GSM1672470", "GSM1672471", "GSM1672472", "GSM1672473", "GSM1672474", "GSM1672475", "GSM1672476", "GSM1672477", "GSM1672478", "GSM1672479", "GSM1672480", "GSM1672481", "GSM1672482", "GSM1672483", "GSM1672484", "GSM1672485", "GSM1672486", "GSM1672487", "GSM1672488", "GSM1672489", "GSM1672490", "GSM1672491", "GSM1672492", "GSM1672493", "GSM1672494", "GSM1672495", "GSM1672496", "GSM1672497", "GSM1672498", "GSM1672499", "GSM1672500", "GSM1672501", "GSM1672502", "GSM1672503", "GSM1672504", "GSM1672505", "GSM1672506", "GSM1672507", "GSM1672508", "GSM1672509", "GSM1672510", "GSM1672511", "GSM1672512", "GSM1672513", "GSM1672514", "GSM1672515", "GSM1672516", "GSM1672517", "GSM1672518", "GSM1672519", "GSM1672520", "GSM1672521", "GSM1672522", "GSM1672523", "GSM1672524", "GSM1672525", "GSM1672526", "GSM1672527", "GSM1672528", "GSM1672529", "GSM1672530", "GSM1672531", "GSM1672532", "GSM1672533", "GSM1672534", "GSM1672535", "GSM1672536", "GSM1672537", "GSM1672538", "GSM1672539", "GSM1672540", "GSM1672541", "GSM1672542", "GSM1672543", "GSM1672544", "GSM1672545", "GSM1672546", "GSM1672547", "GSM1672548", "GSM1672549", "GSM1672550", "GSM1672551", "GSM1672552", "GSM1672553", "GSM1672554", "GSM1672555", "GSM1672556", "GSM1672557", "GSM1672558", "GSM1672559", "GSM1672560", "GSM1672561", "GSM1672562", "GSM1672563", "GSM1672564", "GSM1672565", "GSM1672566", "GSM1672567", "GSM1672568", "GSM1672569", "GSM1672570", "GSM1672571", "GSM1672572", "GSM1672573", "GSM1672574", "GSM1672575", "GSM1672576", "GSM1672577", "GSM1672578", "GSM1672579", "GSM1672580", "GSM1672581", "GSM1672582", "GSM1672583", "GSM1672584", "GSM1672585", "GSM1672586", "GSM1672587", "GSM1672588", "GSM1672589", "GSM1672590", "GSM1672591", "GSM1672592", "GSM1672593", "GSM1672594", "GSM1672595", "GSM1672596", "GSM1672597", "GSM1672598", "GSM1672599", "GSM1672600", "GSM1672601", "GSM1672602", "GSM1672603", "GSM1672604", "GSM1672605", "GSM1672606", "GSM1672607", "GSM1672608", "GSM1672609", "GSM1672610", "GSM1672611", "GSM1672612", "GSM1672613", "GSM1672614", "GSM1672615", "GSM1672616", "GSM1672617", "GSM1672618", "GSM1672619", "GSM1672620", "GSM1672621", "GSM1672622", "GSM1672623", "GSM1672624", "GSM1672625", "GSM1672626", "GSM1672627", "GSM1672628", "GSM1672629", "GSM1672630", "GSM1672631", "GSM1672632", "GSM1672633", "GSM1672634", "GSM1672635", "GSM1672636", "GSM1672637", "GSM1672638", "GSM1672639", "GSM1672640", "GSM1672641", "GSM1672642", "GSM1672643", "GSM1672644", "GSM1672645", "GSM1672646", "GSM1672647", "GSM1672648", "GSM1672649", "GSM1672650", "GSM1672651", "GSM1672652", "GSM1672653", "GSM1672654", "GSM1672655", "GSM1672656", "GSM1672657", "GSM1672658", "GSM1672659", "GSM1672660", "GSM1672661", "GSM1672662", "GSM1672663", "GSM1672664", "GSM1672665", "GSM1672666", "GSM1672667", "GSM1672668", "GSM1672669", "GSM1672670", "GSM1672671", "GSM1672672", "GSM1672673", "GSM1672674", "GSM1672675", "GSM1672676", "GSM1672677", "GSM1672678", "GSM1672679", "GSM1672680", "GSM1672681", "GSM1672682", "GSM1672683", "GSM1672684", "GSM1672685", "GSM1672686", "GSM1672687", "GSM1672688", "GSM1672689", "GSM1672690", "GSM1672691", "GSM1672692", "GSM1672693", "GSM1672694", "GSM1672695", "GSM1672696", "GSM1672697", "GSM1672698", "GSM1672699", "GSM1672700", "GSM1672701", "GSM1672702", "GSM1672703", "GSM1672704", "GSM1672705", "GSM1672706", "GSM1672707", "GSM1672708", "GSM1672709", "GSM1672710", "GSM1672711", "GSM1672712", "GSM1672713", "GSM1672714", "GSM1672715", "GSM1672716", "GSM1672717", "GSM1672718", "GSM1672719", "GSM1672720", "GSM1672721", "GSM1672722", "GSM1672723", "GSM1672724", "GSM1672725", "GSM1672726", "GSM1672727", "GSM1672728", "GSM1672729", "GSM1672730", "GSM1672731", "GSM1672732", "GSM1672733", "GSM1672734", "GSM1672735", "GSM1672736", "GSM1672737", "GSM1672738", "GSM1672739", "GSM1672740", "GSM1672741", "GSM1672742"], "sample_count": 462, "group_sizes": null, "group_sizes_basis": null, "platform": "96", "taxon": "Homo sapiens", "title": "caArray_jacob-00182: Gene expression-based survival prediction in lung adenocarcinoma: a multi-site, blinded validation study", "resolution_checked_at": "2026-11-01T15:39:55Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "asset:table:pmid:33676448:1", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:a8d44965c6b78eab780e7767eddbdafcce2a5bc7c2da33dcc29b79555b860d38", "bytes": 602, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[10]/table-wrap[1]#Tab1", "version": null, "note": "Baseline characteristic of four merged GEO datasets", "structure": {"pmcid": "PMC7937314", "section_index": 10, "section_title": "Patients’ characteristics", "row_count": 15, "column_count": 2}, "table": {"label": "Table 1", "caption": "Baseline characteristic of four merged GEO datasets", "rows": [["Characteristic", "The number of patients, n (%)"], ["Age", "63.15 ± 10.30"], ["Age range"], ["≥ 60 years", "675 (67.10)"], ["< 60 years", "331 (32.90)"], ["Sex"], ["Male", "480 (47.71)"], ["Female", "526 (52.29)"], ["Histological cell type"], ["Adenocarcinoma", "765 (76.04)"], ["Squamous cell carcinoma", "101 (10.04%)"], ["Others", "140 (13.92)"], ["Tumor stage"], ["I + II", "907 (90.16)"], ["III + IV", "98 (9.74)"]], "row_count": 15, "column_count": 2, "numeric_cells": 12, "header_rows": 1, "locator": "section[10]/table-wrap[1]#Tab1"}}, {"id": "asset:table:pmid:33676448:2", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:7cf7d04babb2d5fcfe146294e5774783b1ec9a18d9fe9f0e458bd87d1ef655f2", "bytes": 1110, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[11]/table-wrap[1]#Tab2", "version": null, "note": "The correlation between APE1 and tummor infiltrating lymphocytes in NSCLC in merged GEO databases", "structure": {"pmcid": "PMC7937314", "section_index": 11, "section_title": "Correlation between APE1 expression and TILs infiltration", "row_count": 13, "column_count": 6}, "table": {"label": "Table 2", "caption": "The correlation between APE1 and tummor infiltrating lymphocytes in NSCLC in merged GEO databases", "rows": [["MCPcounter", "FARDEEP"], ["TILs", "rho", "P value", "TIICs", "rho", "P value"], ["NK cells", "−0.164", "< 0.001", "T cells CD4 memory activated", "0.154", "< 0.001"], ["T cells", "−0.139", "< 0.001", "B cells memory", "−0.134", "< 0.001"], ["B lineage", "−0.120", "< 0.001", "T cells follicular helper", "0.130", "< 0.001"], ["Cytotoxic lymphocytes", "−0.089", "0.005", "T cells CD4 naive", "−0.122", "< 0.001"], ["CD8 T cells", "−0.034", "0.282", "T cells CD8", "−0.108", "< 0.001"], ["scRNAseq signatures", "NK cells resting", "−0.055", "0.083"], ["", "rho", "P value", "T cells CD4 memory resting", "−0.039", "0.216"], ["CD8-C4-GZMK/CD8-C6-LAYN ratio", "−0.270", "< 0.001", "T cells gamma delta", "−0.023", "0.473"], ["TNFRSF9+ Treg", "0.386", "< 0.001", "B cells naive", "0.012", "0.710"], ["", "", "", "NK cells activated", "−0.012", "0.708"], ["", "", "", "T cells regulatory", "−0.006", "0.862"]], "row_count": 13, "column_count": 6, "numeric_cells": 36, "header_rows": 0, "locator": "section[11]/table-wrap[1]#Tab2"}}, {"id": "asset:table:pmid:33676448:3", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:82a80f5d149581077439f6db9c9804bb7276c8ea942df2c3ed0cd7b3bf299c14", "bytes": 689, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[11]/table-wrap[2]#Tab3", "version": null, "note": "The correlation between APE1 and tummor infiltrating lymphocytes in 20 patients", "structure": {"pmcid": "PMC7937314", "section_index": 11, "section_title": "Correlation between APE1 expression and TILs infiltration", "row_count": 13, "column_count": 3}, "table": {"label": "Table 3", "caption": "The correlation between APE1 and tummor infiltrating lymphocytes in 20 patients", "rows": [["TILs", "Estimate.rho", "P value"], ["CD4+ T cells", "−0.526", "0.019"], ["NK cells", "−0.379", "0.100"], ["other Cells", "0.349", "0.132"], ["B lineage", "−0.308", "0.186"], ["CD8+ T cells", "0.260", "0.267"], ["B cells", "−0.198", "0.400"], ["NK cells", "0.155", "0.513"], ["Cytotoxic lymphocytes", "−0.141", "0.551"], ["CD8+ T cells", "−0.137", "0.564"], ["T cells", "−0.056", "0.816"], ["CD8-C4-GZMK/CD8-C6-LAYN ratio", "−0.397", "0.084"], ["TNFRSF9+ Treg", "0.671", "0.002"]], "row_count": 13, "column_count": 3, "numeric_cells": 24, "header_rows": 1, "locator": "section[11]/table-wrap[2]#Tab3"}}, {"id": "asset:table:pmid:33676448:4", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:b10850b46e47f88a4075d8a560117d386164c865778e6a3c9e81522e90f03fb1", "bytes": 1024, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[12]/table-wrap[1]#Tab4", "version": null, "note": "The result of COX analysis of APE1 and the abundance of TILs with RFS in GEO databases", "structure": {"pmcid": "PMC7937314", "section_index": 12, "section_title": "Relationship of APE1 expression, CD4+ naïve T cells infiltration with NSCLC prognosis", "row_count": 13, "column_count": 5}, "table": {"label": "Table 4", "caption": "The result of COX analysis of APE1 and the abundance of TILs with RFS in GEO databases", "rows": [["", "HR(95% CI)", "P", "HR(95% CI)*", "P*"], ["APE1", "1.410 (1.130–1.760)", "0.002", "1.270 (1.007–1.603)", "0.044"], ["T cells CD4 naive", "0.101 (0.021–0.474)", "0.004", "0.243 (0.048–1.224)", "0.086"], ["T cells CD8", "0.217 (0.031–1.530)", "0.125", "", ""], ["B cells memory", "0.007 (0.000–5.560)", "0.146", "", ""], ["T cells", "0.871 (0.697–1.090)", "0.226", "", ""], ["NK cells", "1.280 (0.860–1.900)", "0.226", "", ""], ["T cells follicular helper", "2.890 (0.425–19.700)", "0.278", "", ""], ["B lineage", "0.942 (0.842–1.050)", "0.296", "", ""], ["Cytotoxic lymphocytes", "1.020 (0.866–1.210)", "0.779", "", ""], ["NK cells activated", "0.899 (0.048–16.900)", "0.943", "", ""], ["CD8-C4-GZMK/CD8-C6-LAYN ratio", "0.282 (0.138–0.577)", "0.001", "", ""], ["TNFRSF9+ Treg", "2.140 (1.244–3.683)", "0.006", "", ""]], "row_count": 13, "column_count": 5, "numeric_cells": 30, "header_rows": 1, "locator": "section[12]/table-wrap[1]#Tab4"}}, {"id": "asset:table:pmid:33676448:5", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:d0e01bfbc166a2e5d5d168a275feb15cccfb17e5c57b3318a8287dfe03ea7223", "bytes": 896, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[13]/table-wrap[1]#Tab5", "version": null, "note": "The result of Cox analysis evaluating prognosis of CD4+ naive T cells for RFS in different APE1 level subgroups in GEO databases", "structure": {"pmcid": "PMC7937314", "section_index": 13, "section_title": "APE1 expression influence the relationship between CD4+ T cells infiltration and prognosis in NSCLC patients", "row_count": 10, "column_count": 5}, "table": {"label": "Table 5", "caption": "The result of Cox analysis evaluating prognosis of CD4+ naive T cells for RFS in different APE1 level subgroups in GEO databases", "rows": [["", "CD4+ naive T cells"], ["HR (95% CI)", "P", "HR (95% CI)*", "P*"], ["Low APE1", "0.003 (0.000–0.076)", "< 0.001", "0.009 (0.000–0.361)", "0.013"], ["High APE1", "0.455 (0.074–2.792)", "0.395", "0.604 (0.098–3.847)", "0.604"], ["Interaction", "117.46 (2.725–5062)", "0.013", "59.299 (1.246–2822)", "0.038"], ["", "CD8+T C4/C6 ratio", "P", "TNFRSF9+ Treg", "P"], ["HR (95% CI)", "HR (95% CI)"], ["Low APE1", "0.415 (0.078–2.221)", "0.304", "0.825 (0.246–2.764)", "0.756"], ["High APE1", "0.298 (0.136–0.656)", "0.003", "2.212 (1.103–4.080)", "0.024"], ["Interaction", "0.846 (0.134–5.349)", "0.859", "2.257 (0.576–8.850)", "0.243"]], "row_count": 10, "column_count": 5, "numeric_cells": 28, "header_rows": 0, "locator": "section[13]/table-wrap[1]#Tab5"}}, {"id": "asset:table:pmid:33676448:6", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:08698f5658e6b4ebed01f9600b11c2c420bf5dd619626e935c0bc940ca38303d", "bytes": 585, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[14]/table-wrap[1]#Tab6", "version": null, "note": "Patients’ basic characteristic of 108 NSCLC patients", "structure": {"pmcid": "PMC7937314", "section_index": 14, "section_title": "APE1 expression and CD4+ T cells infiltration in tissue samples and the associations with prognosis", "row_count": 16, "column_count": 2}, "table": {"label": "Table 6", "caption": "Patients’ basic characteristic of 108 NSCLC patients", "rows": [["Characteristic", "The number of patients, n (%)"], ["Age", "57.97 ± 8.36"], ["Age range"], ["≥ 60 years", "52 (48.15)"], ["< 60 years", "56 (51.85)"], ["Sex"], ["Male", "54 (50.00)"], ["Female", "54 (50.00)"], ["Smoking status"], ["ever", "49 (45.37)"], ["never", "59 (54.63)"], ["Histological cell type"], ["Adenocarcinoma", "108 (100.00)"], ["Tumor stage"], ["I", "107 (99.07)"], ["II", "1 (0.93)"]], "row_count": 16, "column_count": 2, "numeric_cells": 12, "header_rows": 1, "locator": "section[14]/table-wrap[1]#Tab6"}}], "gaps": ["asset:data:geo:GSE30219 not downloaded", "asset:data:geo:GSE30219 licence not read", "asset:data:geo:GSE31210 not downloaded", "asset:data:geo:GSE31210 licence not read", "asset:data:geo:GSE50081 not downloaded", "asset:data:geo:GSE50081 licence not read", "asset:data:geo:GSE68465 not downloaded", "asset:data:geo:GSE68465 licence not read"]}, "analysis": {"state": "partial", "methods": [{"id": "method-1", "family": "correlation_analysis", "specific": "spearman", "label": "Correlation analysis", "dsl_operations": ["spearman_rho"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["paired_numeric_columns"], "evidence": {"score": 1.0, "band": "verbatim", "quote": "Spearman correlation tests were used to evaluate correlations between abundance of various TILs and APE1 expression."}}, {"id": "method-2", "family": "survival_analysis", "specific": "kaplan_meier", "label": "Survival analysis", "dsl_operations": ["survival_km"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["time_to_event_with_censoring"], "evidence": {"score": 0.7, "band": "medium", "quote": "Kaplan-Meier"}}, {"id": "method-3", "family": "survival_analysis", "specific": "log_rank_test", "label": "Survival analysis", "dsl_operations": ["logrank_test"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["time_to_event_with_censoring"], "evidence": {"score": 0.8, "band": "high", "quote": "log-rank"}}, {"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": 0.8, "band": "high", "quote": "Chi-square"}}], "targets": [], "gaps": ["method.reader_differs_from_extractor"]}, "capability": {"state": "complete", "requirements": [{"capability_id": "capability:computational_analysis", "label": "Computational analysis platform", "assay_families": ["meta_analysis", "machine_learning", "survival_analysis", "statistical_regression", "pca", "molecular_docking", "network_analysis", "differential_expression", "gwas"], "availability_state": "owned", "tier_unlocked": "R1", "candidate": "Automated Assays Laravel application and simulated adapters"}], "gaps": []}, "readiness": {"state": "complete", "tier": "R1", "blocking_axis": "none", "blocked_on": "nothing:replicable_now", "axes": {"method": {"tier": "R1", "expressible": true, "required_operations": ["spearman_rho"], "missing_operations": [], "basis": "The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: spearman."}, "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": ["GSE68465", "GSE30219", "GSE31210", "GSE50081"], "resolved_accessions": ["GSE68465", "GSE30219", "GSE31210", "GSE50081"], "statements": ["For GEO database, the data can be obtained from the Gene Expression Omnibus (GEO) public database under accession number GSE68465, GSE30219, GSE31210 and GSE50081. The data of APE1 expression and immune cell population in 20 NSCLCs can be obtained from supplementary file."], "basis": "The paper names GSE68465, GSE30219, GSE31210, GSE50081 in Gene Expression Omnibus (GEO) public database and the accession resolves in the repository. No dataset was downloaded and no licence was read."}}, "can_run": {"dsl_operations": ["spearman_rho"], "assets": ["source:pmid:33676448", "data:geo:GSE30219", "asset:table:pmid:33676448:1", "asset:table:pmid:33676448:2", "asset:table:pmid:33676448:3", "asset:table:pmid:33676448:4", "asset:table:pmid:33676448:5", "asset:table:pmid:33676448:6"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:GSE30219"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-10-31T18:27:31Z", "independence": "single_reader"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 3, "usage": {"prompt_tokens": 34157, "completion_tokens": 1736, "cached_tokens": 784}}, "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:33676448", "type": "paper", "label": "pmid:33676448"}, {"id": "source:pmid:33676448", "type": "manuscript", "label": "PMID 33676448 full text"}, {"id": "data:geo:GSE30219", "type": "dataset", "label": "GEO GSE30219"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:33676448", "type": "paper", "label": "pmid:33676448"}, {"id": "source:pmid:33676448", "type": "manuscript", "label": "PMID 33676448 full text"}, {"id": "data:geo:GSE30219", "type": "dataset", "label": "GEO GSE30219"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-33676448", "type": "extraction", "used": ["source:pmid:33676448"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-GSE30219", "type": "accession_resolution", "used": ["data:geo:GSE30219"], "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:33676448", "parent_hash": "sha256:89e23f9462e861f8f3e8c421dc7da3a446baae0ebddaad18e5a2c0ec766a02d2", "fork_of": null, "generation": 5}, "gaps": ["asset:data:geo:GSE30219 licence not read", "asset:data:geo:GSE30219 not downloaded", "asset:data:geo:GSE31210 licence not read", "asset:data:geo:GSE31210 not downloaded", "asset:data:geo:GSE50081 licence not read", "asset:data:geo:GSE50081 not downloaded", "asset:data:geo:GSE68465 licence not read", "asset:data:geo:GSE68465 not downloaded", "execution.not_run", "method.reader_differs_from_extractor", "review.human_critique", "review.independent_reader", "review.machine_critique"], "assays": [{"role": "data_generation", "definition_id": "ihc", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.99, "evidence": ["r-infiltrating CD4+ T cells was evaluated by immunohistochemistry (IHC). RESULTS: The results showed that the", "cells was evaluated by immunohistochemistry (IHC). RESULTS: The results showed that the abund", "low-score groups separately according to the IHC staining in the other cohort comprised of 10", "ents is shown in Table 6. The representative IHC images of APE1 and TILs density of CD4+ cell"], "order_basis": "paper_text_order:1308", "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": 0.99, "evidence": ["e-wide gene expression was all profiled with Affymetrix HG-U133 chips (Affymetrix). Raw CEL files we", "all profiled with Affymetrix HG-U133 chips (Affymetrix). Raw CEL files were downloaded from GEO and"], "order_basis": "paper_text_order:2518", "id": "assay:2"}, {"role": "analysis", "definition_id": "correlation_analysis", "definition_version": "f2132e96ae6c7a4e", "definition_digest": null, "required_operations": ["spearman_rho"], "support_state": "supported", "source_hashes": {"dsl_catalogue": "f2132e96ae6c7a4e"}, "confidence": 1.0, "evidence": ["Spearman correlation tests were used to evaluate correlations between abundance of various TILs and APE1 expression."], "order_basis": "consumes_earlier_output", "id": "assay:3"}]}