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pmid:34868205

CD73 Severed as a Potential Prognostic Marker and Promote Lung Cancer Cells Migration via Enhancing EMT Progression.

Zhao-Wei Gao · Chong Liu · Lan Yang · Hao-Chuan Chen · Long-Fei Yang · Hui-Zhong Zhang · Ke Dong

Frontiers in genetics · 2021 doi:10.3389/fgene.2021.728200

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Experiment

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Data

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title
CD73 Severed as a Potential Prognostic Marker and Promote Lung Cancer Cells Migration via Enhancing EMT Progression.
doi
10.3389/fgene.2021.728200
pmid
34868205
authors array · 7 items
[0]
Zhao-Wei Gao
[1]
Chong Liu
[2]
Lan Yang
[3]
Hao-Chuan Chen
[4]
Long-Fei Yang
[5]
Hui-Zhong Zhang
[6]
Ke Dong
journal
Frontiers in genetics
year
2021
abstract
To investigate the expression levels and prognostic value of CD73 in lung cancer. And moreover, to identify the effect and potential mechanism of CD73 on lung cancer cells proliferation and migration. CD73 expression levels in lung cancer were analyzed base on GEPIA2 and GEO database. GEPIA2 and Kaplan-Meier Plotter (KM Plotter) was used to analyzed the correlation between CD73 expression and prognosis. GEO dataset were analyzed via GEO2R. CD73 overexpression cell model was construction via recombinant lentivirus transfection into A549 and NCI-H520 cells. CCK8 assay were used to investigate cells proliferation. Migration and invasion ability were evaluated by scratch and transwell methods. Base on GEPIA2, GSE32683, GSE116959 and GSE37745 dataset, we found that CD73 expression were significant higher in tumor tissues of lung adenocarcinoma (LUAD) compared with that in non-tumor normal tissues and in lung squamous cell carcinoma (LUSC), while there were no significant difference of CD73 expression between LUSC and normal control tissues. Interestingly, a high CD73 level predict poor overall survival (OS) of LUSC. However, GEPIA2 and KM plotter showed the opposite conclusion of prognostic value of CD73 in LUAD. By using cell experiments, we found that CD73 overexpression promoted proliferation and migration of LUAD A549 cells. However, there was no significant effect of CD73 overexpression on LUSC NCI-H520 cells. Furthermore, CD73 overexpression facilitates epithelial to mesenchymal transition (EMT) progression of A549 cells. In conclusion, our results indicated that CD73 expression were increased in LUAD and might be an poor prognostic marker for LUSC patients. CD73 play an important role in LUAD cells proliferation and migration. These data allowed to support CD73 as a therapeutic target for LUAD.
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The difference of CD73 expression value were analyzed by using t-test. All survival results are displayed with p-values obtained using the log-rank test.
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The original contributions presented in the study are included in the article/Supplementary Material, further inquiries can be directed to the corresponding author.
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These results indicated a significant association between high CD73 expression and poor prognosis of LUSC.
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sections[16] "The Potential Prognostic Value of CD73 in LUAD and LUSC" paragraph 2
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These results indicated a significant association between high CD73 expression and poor prognosis of LUSC.
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[67]
GSM475723
[68]
GSM475724
[69]
GSM475725
[70]
GSM475726
[71]
GSM475727
[72]
GSM475728
[73]
GSM475729
[74]
GSM475730
[75]
GSM475731
[76]
GSM475732
[77]
GSM475733
[78]
GSM475734
[79]
GSM475735
[80]
GSM475736
[81]
GSM475737
[82]
GSM475738
[83]
GSM475739
[84]
GSM475740
[85]
GSM475741
[86]
GSM475742
[87]
GSM475743
[88]
GSM475744
[89]
GSM475745
[90]
GSM475746
[91]
GSM475747
[92]
GSM475748
[93]
GSM475749
[94]
GSM475750
[95]
GSM475751
[96]
GSM475752
[97]
GSM475753
[98]
GSM475754
[99]
GSM475755
[100]
GSM475756
[101]
GSM475757
[102]
GSM475758
[103]
GSM475759
[104]
GSM475760
[105]
GSM475761
[106]
GSM475762
[107]
GSM475763
[108]
GSM475764
[109]
GSM475765
[110]
GSM475766
[111]
GSM475767
[112]
GSM475768
[113]
GSM475769
[114]
GSM475770
[115]
GSM475771
[116]
GSM475772
[117]
GSM475773
[118]
GSM475774
[119]
GSM475775
[120]
GSM475776
[121]
GSM475777
[122]
GSM475778
[123]
GSM475779
[124]
GSM475780
[125]
GSM475781
[126]
GSM475782
[127]
GSM475783
[128]
GSM475784
[129]
GSM475785
[130]
GSM475786
[131]
GSM475787
[132]
GSM475788
[133]
GSM475789
[134]
GSM475790
[135]
GSM475791
[136]
GSM475792
[137]
GSM475793
[138]
GSM475794
[139]
GSM475795
[140]
GSM475796
[141]
GSM475797
[142]
GSM475798
[143]
GSM475799
[144]
GSM475800
[145]
GSM475801
[146]
GSM475802
[147]
GSM475803
[148]
GSM475804
[149]
GSM475805
[150]
GSM475806
[151]
GSM475807
[152]
GSM475808
[153]
GSM475809
[154]
GSM475810
[155]
GSM475811
sample_count
156
group_sizes
null
group_sizes_basis
null
platform
570
taxon
Homo sapiens
title
Expression data for early stage NSCLC
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:GSE29013
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=GSE29013
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE29013
version
null
note
The original contributions presented in the study are included in the article/Supplementary Material, further inquiries can be directed to the corresponding author.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The original contributions presented in the study are included in the article/Supplementary Material, further inquiries can be directed to the corresponding author.
access_statement_kind
data_availability_statement
sample_accessions array · 55 items
[0]
GSM718769
[1]
GSM718770
[2]
GSM718771
[3]
GSM718772
[4]
GSM718773
[5]
GSM718774
[6]
GSM718775
[7]
GSM718776
[8]
GSM718777
[9]
GSM718778
[10]
GSM718779
[11]
GSM718780
[12]
GSM718781
[13]
GSM718782
[14]
GSM718783
[15]
GSM718784
[16]
GSM718785
[17]
GSM718786
[18]
GSM718787
[19]
GSM718788
[20]
GSM718789
[21]
GSM718790
[22]
GSM718791
[23]
GSM718792
[24]
GSM718793
[25]
GSM718794
[26]
GSM718795
[27]
GSM718796
[28]
GSM718797
[29]
GSM718798
[30]
GSM718799
[31]
GSM718800
[32]
GSM718801
[33]
GSM718802
[34]
GSM718803
[35]
GSM718804
[36]
GSM718805
[37]
GSM718806
[38]
GSM718807
[39]
GSM718808
[40]
GSM718809
[41]
GSM718810
[42]
GSM718811
[43]
GSM718812
[44]
GSM718813
[45]
GSM718814
[46]
GSM718815
[47]
GSM718816
[48]
GSM718817
[49]
GSM718818
[50]
GSM718819
[51]
GSM718820
[52]
GSM718821
[53]
GSM718822
[54]
GSM718823
sample_count
55
group_sizes
null
group_sizes_basis
null
platform
570
taxon
Homo sapiens
title
Robust Gene Expression Signature from Formalin-Fixed Paraffin-Embedded Samples Predicts Prognosis of Non-Small-Cell Lung Cancer Patients
resolution_checked_at
2026-11-01T17:30:42Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[5] 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
The original contributions presented in the study are included in the article/Supplementary Material, further inquiries can be directed to the corresponding author.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The original contributions presented in the study are included in the article/Supplementary Material, further inquiries can be directed to the corresponding author.
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
[6] 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
The original contributions presented in the study are included in the article/Supplementary Material, further inquiries can be directed to the corresponding author.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The original contributions presented in the study are included in the article/Supplementary Material, further inquiries can be directed to the corresponding author.
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
[7] object · 15 fields
id
data:geo:GSE3141
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=GSE3141
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE3141
version
null
note
The original contributions presented in the study are included in the article/Supplementary Material, further inquiries can be directed to the corresponding author.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The original contributions presented in the study are included in the article/Supplementary Material, further inquiries can be directed to the corresponding author.
access_statement_kind
data_availability_statement
sample_accessions array · 111 items
[0]
GSM70125
[1]
GSM70126
[2]
GSM70127
[3]
GSM70128
[4]
GSM70129
[5]
GSM70130
[6]
GSM70131
[7]
GSM70132
[8]
GSM70133
[9]
GSM70134
[10]
GSM70135
[11]
GSM70136
[12]
GSM70137
[13]
GSM70138
[14]
GSM70139
[15]
GSM70140
[16]
GSM70141
[17]
GSM70142
[18]
GSM70143
[19]
GSM70144
[20]
GSM70145
[21]
GSM70146
[22]
GSM70147
[23]
GSM70148
[24]
GSM70149
[25]
GSM70150
[26]
GSM70151
[27]
GSM70152
[28]
GSM70153
[29]
GSM70154
[30]
GSM70155
[31]
GSM70156
[32]
GSM70157
[33]
GSM70158
[34]
GSM70159
[35]
GSM70160
[36]
GSM70161
[37]
GSM70162
[38]
GSM70163
[39]
GSM70164
[40]
GSM70165
[41]
GSM70166
[42]
GSM70167
[43]
GSM70168
[44]
GSM70169
[45]
GSM70170
[46]
GSM70171
[47]
GSM70172
[48]
GSM70173
[49]
GSM70174
[50]
GSM70175
[51]
GSM70176
[52]
GSM70177
[53]
GSM70178
[54]
GSM70179
[55]
GSM70180
[56]
GSM70181
[57]
GSM70182
[58]
GSM70183
[59]
GSM70184
[60]
GSM70185
[61]
GSM70186
[62]
GSM70187
[63]
GSM70188
[64]
GSM70189
[65]
GSM70190
[66]
GSM70191
[67]
GSM70192
[68]
GSM70193
[69]
GSM70194
[70]
GSM70195
[71]
GSM70196
[72]
GSM70197
[73]
GSM70198
[74]
GSM70199
[75]
GSM70200
[76]
GSM70201
[77]
GSM70202
[78]
GSM70203
[79]
GSM70204
[80]
GSM70205
[81]
GSM70206
[82]
GSM70207
[83]
GSM70208
[84]
GSM70209
[85]
GSM70210
[86]
GSM70211
[87]
GSM70212
[88]
GSM70213
[89]
GSM70214
[90]
GSM70215
[91]
GSM70216
[92]
GSM70217
[93]
GSM70218
[94]
GSM70219
[95]
GSM70220
[96]
GSM70221
[97]
GSM70222
[98]
GSM70223
[99]
GSM70224
[100]
GSM70225
[101]
GSM70226
[102]
GSM70227
[103]
GSM70228
[104]
GSM70229
[105]
GSM70230
[106]
GSM70231
[107]
GSM70232
[108]
GSM70233
[109]
GSM70234
[110]
GSM70235
sample_count
111
group_sizes
null
group_sizes_basis
null
platform
570
taxon
Homo sapiens
title
Lung Cancer Dataset
resolution_checked_at
2026-11-01T15:39:54Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[8] object · 15 fields
id
data:geo:GSE31552
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=GSE31552
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE31552
version
null
note
The original contributions presented in the study are included in the article/Supplementary Material, further inquiries can be directed to the corresponding author.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The original contributions presented in the study are included in the article/Supplementary Material, further inquiries can be directed to the corresponding author.
access_statement_kind
data_availability_statement
sample_accessions array · 131 items
[0]
GSM783133
[1]
GSM783134
[2]
GSM783135
[3]
GSM783136
[4]
GSM783137
[5]
GSM783138
[6]
GSM783139
[7]
GSM783140
[8]
GSM783141
[9]
GSM783142
[10]
GSM783143
[11]
GSM783144
[12]
GSM783145
[13]
GSM783146
[14]
GSM783147
[15]
GSM783148
[16]
GSM783149
[17]
GSM783150
[18]
GSM783151
[19]
GSM783152
[20]
GSM783153
[21]
GSM783154
[22]
GSM783155
[23]
GSM783156
[24]
GSM783157
[25]
GSM783158
[26]
GSM783159
[27]
GSM783160
[28]
GSM783161
[29]
GSM783162
[30]
GSM783163
[31]
GSM783164
[32]
GSM783165
[33]
GSM783166
[34]
GSM783167
[35]
GSM783168
[36]
GSM783169
[37]
GSM783170
[38]
GSM783171
[39]
GSM783172
[40]
GSM783173
[41]
GSM783174
[42]
GSM783175
[43]
GSM783176
[44]
GSM783177
[45]
GSM783178
[46]
GSM783179
[47]
GSM783180
[48]
GSM783181
[49]
GSM783182
[50]
GSM783183
[51]
GSM783184
[52]
GSM783185
[53]
GSM783186
[54]
GSM783187
[55]
GSM783188
[56]
GSM783189
[57]
GSM783190
[58]
GSM783191
[59]
GSM783192
[60]
GSM783193
[61]
GSM783194
[62]
GSM783195
[63]
GSM783196
[64]
GSM783197
[65]
GSM783198
[66]
GSM783199
[67]
GSM783200
[68]
GSM783201
[69]
GSM783202
[70]
GSM783203
[71]
GSM783204
[72]
GSM783205
[73]
GSM783206
[74]
GSM783207
[75]
GSM783208
[76]
GSM783209
[77]
GSM783210
[78]
GSM783211
[79]
GSM783212
[80]
GSM783213
[81]
GSM783214
[82]
GSM783215
[83]
GSM783216
[84]
GSM783217
[85]
GSM783218
[86]
GSM783219
[87]
GSM783220
[88]
GSM783221
[89]
GSM783222
[90]
GSM783223
[91]
GSM783224
[92]
GSM783225
[93]
GSM783226
[94]
GSM783227
[95]
GSM783228
[96]
GSM783229
[97]
GSM783230
[98]
GSM783231
[99]
GSM783232
[100]
GSM783233
[101]
GSM783234
[102]
GSM783235
[103]
GSM783236
[104]
GSM783237
[105]
GSM783238
[106]
GSM783239
[107]
GSM783240
[108]
GSM783241
[109]
GSM783242
[110]
GSM783243
[111]
GSM923166
[112]
GSM923167
[113]
GSM923168
[114]
GSM923169
[115]
GSM923170
[116]
GSM923171
[117]
GSM923172
[118]
GSM923173
[119]
GSM923174
[120]
GSM923175
[121]
GSM923176
[122]
GSM923177
[123]
GSM923178
[124]
GSM923179
[125]
GSM923180
[126]
GSM923181
[127]
GSM923182
[128]
GSM923183
[129]
GSM923184
[130]
GSM923185
sample_count
131
group_sizes
null
group_sizes_basis
null
platform
6244
taxon
Homo sapiens
title
Expression Data from human Lung tissue of Patients with Non Small Cell Lung Cancer (NSCLC)
resolution_checked_at
2026-11-01T17:30:42Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[9] object · 15 fields
id
data:geo:GSE32683
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=GSE32683
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE32683
version
null
note
The original contributions presented in the study are included in the article/Supplementary Material, further inquiries can be directed to the corresponding author.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The original contributions presented in the study are included in the article/Supplementary Material, further inquiries can be directed to the corresponding author.
access_statement_kind
data_availability_statement
sample_accessions array · 10 items
[0]
GSM807162
[1]
GSM807163
[2]
GSM807164
[3]
GSM807165
[4]
GSM807166
[5]
GSM807167
[6]
GSM807168
[7]
GSM807169
[8]
GSM807170
[9]
GSM807171
sample_count
10
group_sizes
null
group_sizes_basis
null
platform
1322
taxon
Drosophila melanogaster
title
Genes affected upon dsRNA knockdown treatment for nbr/CG9247 in Drosophila DL1 cells
resolution_checked_at
2026-11-01T17:30:42Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[10] object · 15 fields
id
data:geo:GSE37745
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=GSE37745
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE37745
version
null
note
The original contributions presented in the study are included in the article/Supplementary Material, further inquiries can be directed to the corresponding author.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The original contributions presented in the study are included in the article/Supplementary Material, further inquiries can be directed to the corresponding author.
access_statement_kind
data_availability_statement
sample_accessions array · 196 items
[0]
GSM1019138
[1]
GSM1019139
[2]
GSM1019140
[3]
GSM1019141
[4]
GSM1019142
[5]
GSM1019143
[6]
GSM1019144
[7]
GSM1019145
[8]
GSM1019146
[9]
GSM1019147
[10]
GSM1019148
[11]
GSM1019149
[12]
GSM1019150
[13]
GSM1019151
[14]
GSM1019152
[15]
GSM1019153
[16]
GSM1019154
[17]
GSM1019155
[18]
GSM1019156
[19]
GSM1019157
[20]
GSM1019158
[21]
GSM1019159
[22]
GSM1019160
[23]
GSM1019161
[24]
GSM1019162
[25]
GSM1019163
[26]
GSM1019164
[27]
GSM1019165
[28]
GSM1019166
[29]
GSM1019167
[30]
GSM1019168
[31]
GSM1019169
[32]
GSM1019170
[33]
GSM1019171
[34]
GSM1019172
[35]
GSM1019173
[36]
GSM1019174
[37]
GSM1019175
[38]
GSM1019176
[39]
GSM1019177
[40]
GSM1019178
[41]
GSM1019179
[42]
GSM1019180
[43]
GSM1019181
[44]
GSM1019182
[45]
GSM1019183
[46]
GSM1019184
[47]
GSM1019185
[48]
GSM1019186
[49]
GSM1019187
[50]
GSM1019188
[51]
GSM1019189
[52]
GSM1019190
[53]
GSM1019191
[54]
GSM1019192
[55]
GSM1019193
[56]
GSM1019194
[57]
GSM1019195
[58]
GSM1019196
[59]
GSM1019197
[60]
GSM1019198
[61]
GSM1019199
[62]
GSM1019200
[63]
GSM1019201
[64]
GSM1019202
[65]
GSM1019203
[66]
GSM1019204
[67]
GSM1019205
[68]
GSM1019206
[69]
GSM1019207
[70]
GSM1019208
[71]
GSM1019209
[72]
GSM1019210
[73]
GSM1019211
[74]
GSM1019212
[75]
GSM1019213
[76]
GSM1019214
[77]
GSM1019215
[78]
GSM1019216
[79]
GSM1019217
[80]
GSM1019218
[81]
GSM1019219
[82]
GSM1019220
[83]
GSM1019221
[84]
GSM1019222
[85]
GSM1019223
[86]
GSM1019224
[87]
GSM1019225
[88]
GSM1019226
[89]
GSM1019227
[90]
GSM1019228
[91]
GSM1019229
[92]
GSM1019230
[93]
GSM1019231
[94]
GSM1019232
[95]
GSM1019233
[96]
GSM1019234
[97]
GSM1019235
[98]
GSM1019236
[99]
GSM1019237
[100]
GSM1019238
[101]
GSM1019239
[102]
GSM1019240
[103]
GSM1019241
[104]
GSM1019242
[105]
GSM1019243
[106]
GSM1019244
[107]
GSM1019245
[108]
GSM1019246
[109]
GSM1019247
[110]
GSM1019248
[111]
GSM1019249
[112]
GSM1019250
[113]
GSM1019251
[114]
GSM1019252
[115]
GSM1019253
[116]
GSM1019254
[117]
GSM1019255
[118]
GSM1019256
[119]
GSM1019257
[120]
GSM1019258
[121]
GSM1019259
[122]
GSM1019260
[123]
GSM1019261
[124]
GSM1019262
[125]
GSM1019263
[126]
GSM1019264
[127]
GSM1019265
[128]
GSM1019266
[129]
GSM1019267
[130]
GSM1019268
[131]
GSM1019269
[132]
GSM1019270
[133]
GSM1019271
[134]
GSM1019272
[135]
GSM1019273
[136]
GSM1019274
[137]
GSM1019275
[138]
GSM1019276
[139]
GSM1019277
[140]
GSM1019278
[141]
GSM1019279
[142]
GSM1019280
[143]
GSM1019281
[144]
GSM1019282
[145]
GSM1019283
[146]
GSM1019284
[147]
GSM1019285
[148]
GSM1019286
[149]
GSM1019287
[150]
GSM1019288
[151]
GSM1019289
[152]
GSM1019290
[153]
GSM1019291
[154]
GSM1019292
[155]
GSM1019293
[156]
GSM1019294
[157]
GSM1019295
[158]
GSM1019296
[159]
GSM1019297
[160]
GSM1019298
[161]
GSM1019299
[162]
GSM1019300
[163]
GSM1019301
[164]
GSM1019302
[165]
GSM1019303
[166]
GSM1019304
[167]
GSM1019305
[168]
GSM1019306
[169]
GSM1019307
[170]
GSM1019308
[171]
GSM1019309
[172]
GSM1019310
[173]
GSM1019311
[174]
GSM1019312
[175]
GSM1019313
[176]
GSM1019314
[177]
GSM1019315
[178]
GSM1019316
[179]
GSM1019317
[180]
GSM1019318
[181]
GSM1019319
[182]
GSM1019320
[183]
GSM1019321
[184]
GSM1019322
[185]
GSM1019323
[186]
GSM1019324
[187]
GSM1019325
[188]
GSM1019326
[189]
GSM1019327
[190]
GSM1019328
[191]
GSM1019329
[192]
GSM1019330
[193]
GSM1019331
[194]
GSM1019332
[195]
GSM1019333
sample_count
196
group_sizes
null
group_sizes_basis
null
platform
570
taxon
Homo sapiens
title
Biomarker discovery in non-small cell lung cancer: integrating gene expression profiling, meta-analysis and tissue microarray validation
resolution_checked_at
2026-11-01T15:39:54Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[11] 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
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resolved
reader
null
reader_status
reader_required
identifier
GSE50081
version
null
note
The original contributions presented in the study are included in the article/Supplementary Material, further inquiries can be directed to the corresponding author.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The original contributions presented in the study are included in the article/Supplementary Material, further inquiries can be directed to the corresponding author.
access_statement_kind
data_availability_statement
sample_accessions array · 181 items
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GSM1213669
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[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
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false
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[0]
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[1]
asset:data:geo:GSE103512 licence not read
[2]
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[3]
asset:data:geo:GSE116959 licence not read
[4]
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[5]
asset:data:geo:GSE19188 licence not read
[6]
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[7]
asset:data:geo:GSE29013 licence not read
[8]
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[9]
asset:data:geo:GSE30219 licence not read
[10]
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[11]
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[12]
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[13]
asset:data:geo:GSE3141 licence not read
[14]
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[15]
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[16]
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[17]
asset:data:geo:GSE32683 licence not read
[18]
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[19]
asset:data:geo:GSE37745 licence not read
[20]
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[21]
asset:data:geo:GSE50081 licence not read
analysis object · 4 fields
state
complete
methods array · 2 items
[0] object · 10 fields
id
method-1
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survival_analysis
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log_rank_test
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Survival analysis
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[0]
logrank_test
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[0]
time_to_event_with_censoring
evidence object · 3 fields
score
1
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verbatim
quote
The difference of CD73 expression value were analyzed by using t-test. All survival results are displayed with p-values obtained using the log-rank test.
[1] object · 10 fields
id
method-2
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survival_analysis
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kaplan_meier
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Survival analysis
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[0]
survival_km
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parameters object · 0 fields
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[0]
time_to_event_with_censoring
evidence object · 3 fields
score
0.7
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medium
quote
Kaplan-Meier
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capability object · 3 fields
state
complete
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[0] object · 6 fields
capability_id
capability:computational_analysis
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Computational analysis platform
assay_families array · 9 items
[0]
meta_analysis
[1]
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candidate
Automated Assays Laravel application and simulated adapters
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readiness object · 8 fields
state
complete
tier
R1
blocked_on
nothing:replicable_now
axes object · 3 fields
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tier
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true
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[0]
logrank_test
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: log_rank_test.
capability object · 4 fields
tier
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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 · 11 items
[0]
GSE19188
[1]
GSE29013
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GSE30219
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GSE31210
[4]
GSE3141
[5]
GSE37745
[6]
GSE50081
[7]
GSE32683
[8]
GSE116959
[9]
GSE31552
[10]
GSE103512
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[0]
GSE19188
[1]
GSE29013
[2]
GSE30219
[3]
GSE31210
[4]
GSE3141
[5]
GSE37745
[6]
GSE50081
[7]
GSE32683
[8]
GSE116959
[9]
GSE31552
[10]
GSE103512
statements array · 1 item
[0]
The original contributions presented in the study are included in the article/Supplementary Material, further inquiries can be directed to the corresponding author.
basis
The paper names GSE19188, GSE29013, GSE30219, GSE31210, GSE3141, GSE37745, GSE50081, GSE32683, GSE116959, GSE31552, GSE103512 in GEO 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]
logrank_test
assets array · 2 items
[0]
source:pmid:34868205
[1]
data:geo:GSE103512
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run_analysis
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[0]
data:geo:GSE103512
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review object · 5 fields
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partial
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kind
extraction_review
reader object · 5 fields
model
MiniMax-M3.1-Flash
provider
minimax
provider_family
minimax
read_at
2026-11-01T17:09:50Z
independence
single_reader
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verbatim
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verbatim
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extraction
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complete
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minimax
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pmid:34868205
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paper
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pmid:34868205
[1] object · 3 fields
id
source:pmid:34868205
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manuscript
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PMID 34868205 full text
[2] object · 3 fields
id
data:geo:GSE103512
type
dataset
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GEO GSE103512
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[0] object · 4 fields
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activity-reading-sci-2026-11-01
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classification
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paper
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pmid:34868205
[1] object · 3 fields
id
source:pmid:34868205
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manuscript
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PMID 34868205 full text
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id
data:geo:GSE103512
type
dataset
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GEO GSE103512
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agent:corpus-assay-engine
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extraction
used array · 1 item
[0]
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agent:minimax-reader
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[0]
data:geo:GSE103512
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agent:corpus-assay-engine
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agent:corpus-assay-engine
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agent:minimax-reader
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software
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343fb30756ba6ec3
capability_table_fingerprint
2cb3e42f047d2ecf
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ba34b49490d9bfaf
lineage object · 4 fields
parent_id
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sha256:ad54c112ebfb66a1a6ab2ab4d16a7035e2a09c292143b8e58d0bf81bc3659068
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[0]
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[3]
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[4]
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[5]
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[6]
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[7]
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[9]
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[11]
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[13]
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[14]
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[15]
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[16]
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[17]
asset:data:geo:GSE32683 not downloaded
[18]
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[19]
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[20]
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[21]
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[22]
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data_generation
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[0]
was construction via recombinant lentivirus transfection into A549 and NCI-H520 cells. CCK8 assay wer
[1]
lentivirus (Genechem, Shanghai, China) were transfected into A549 and NCI-H520 cells according to ma
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paper_text_order:592
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assay:1
[1] object · 11 fields
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via recombinant lentivirus transfection into A549 and NCI-H520 cells. CCK8 assay were used to
[1]
promoted proliferation and migration of LUAD A549 cells. However, there was no significant eff
[2]
mesenchymal transition (EMT) progression of A549 cells. In conclusion, our results indicated
[3]
-A549 and LUSC cell line-NCI-H520 cells were cultured with DMEM plus 10% FBS (SiJiQing, Hangzhou, China
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s transfection into A549 and NCI-H520 cells. CCK8 assay were used to investigate cells prolife
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paper_text_order:634
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assay:3
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survival_analysis
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logrank_test
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dsl_catalogue
f2132e96ae6c7a4e
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[0]
The difference of CD73 expression value were analyzed by using t-test. All survival results are displayed with p-values obtained using the log-rank test.
order_basis
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Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:34868205", "kind": "science-record", "revision": 3, "content_hash": "sha256:0af57ae2940e758d4d26062f2817af43c5268f5565b5ac13e79fa1f71d68839f", "created_at": "2026-11-01T17:36:34Z", "updated_at": "2026-11-01T21:26:43Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "CD73 Severed as a Potential Prognostic Marker and Promote Lung Cancer Cells Migration via Enhancing EMT Progression.", "doi": "10.3389/fgene.2021.728200", "pmid": "34868205", "authors": ["Zhao-Wei Gao", "Chong Liu", "Lan Yang", "Hao-Chuan Chen", "Long-Fei Yang", "Hui-Zhong Zhang", "Ke Dong"], "journal": "Frontiers in genetics", "year": 2021, "abstract": "To investigate the expression levels and prognostic value of CD73 in lung cancer. And moreover, to identify the effect and potential mechanism of CD73 on lung cancer cells proliferation and migration. CD73 expression levels in lung cancer were analyzed base on GEPIA2 and GEO database. GEPIA2 and Kaplan-Meier Plotter (KM Plotter) was used to analyzed the correlation between CD73 expression and prognosis. GEO dataset were analyzed via GEO2R. CD73 overexpression cell model was construction via recombinant lentivirus transfection into A549 and NCI-H520 cells. CCK8 assay were used to investigate cells proliferation. Migration and invasion ability were evaluated by scratch and transwell methods. Base on GEPIA2, GSE32683, GSE116959 and GSE37745 dataset, we found that CD73 expression were significant higher in tumor tissues of lung adenocarcinoma (LUAD) compared with that in non-tumor normal tissues and in lung squamous cell carcinoma (LUSC), while there were no significant difference of CD73 expression between LUSC and normal control tissues. Interestingly, a high CD73 level predict poor overall survival (OS) of LUSC. However, GEPIA2 and KM plotter showed the opposite conclusion of prognostic value of CD73 in LUAD. By using cell experiments, we found that CD73 overexpression promoted proliferation and migration of LUAD A549 cells. However, there was no significant effect of CD73 overexpression on LUSC NCI-H520 cells. Furthermore, CD73 overexpression facilitates epithelial to mesenchymal transition (EMT) progression of A549 cells. In conclusion, our results indicated that CD73 expression were increased in LUAD and might be an poor prognostic marker for LUSC patients. CD73 play an important role in LUAD cells proliferation and migration. These data allowed to support CD73 as a therapeutic target for LUAD.", "claims": [{"id": "claim-method", "statement": "The difference of CD73 expression value were analyzed by using t-test. All survival results are displayed with p-values obtained using the log-rank test.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:34868205", "locator": "sections[13] \"Statistical Analysis\" paragraph 2", "quote": "The difference of CD73 expression value were analyzed by using t-test. 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