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

pmid:26221327

Correlation of APOBEC3 in tumor tissues with clinico-pathological features and survival from hepatocellular carcinoma after curative hepatectomy.

Zongguo Yang · Yunfei Lu · Qingnian Xu · Liping Zhuang · Bozong Tang · Xiaorong Chen

International journal of clinical and experimental medicine · 2015

Paper

partial

Experiment

complete

Data

partial

Analysis

complete

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:26221327
kind
science-record
content_hash
sha256:eb24777cd83391eec8b0f2339a1ac38240f393f329bece8d35a969da580c0ad7
schema
https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json
created_at
2026-11-01T17:31:12Z
updated_at
2026-11-01T22:42:16Z
generator object · 2 fields
name
corpus-assay-engine
run_id
reading-sci-2026-11-01
paper object · 10 fields
state
partial
title
Correlation of APOBEC3 in tumor tissues with clinico-pathological features and survival from hepatocellular carcinoma after curative hepatectomy.
doi
null
pmid
26221327
authors array · 6 items
[0]
Zongguo Yang
[1]
Yunfei Lu
[2]
Qingnian Xu
[3]
Liping Zhuang
[4]
Bozong Tang
[5]
Xiaorong Chen
journal
International journal of clinical and experimental medicine
year
2015
abstract
OBJECTIVE: This study aimed to evaluate the relationships between members of APOBEC3 in tumor tissues and hepatocellular carcinoma (HCC) aggressiveness and prognosis. METHODS: Using the expression profile GSE36376 from Gene Expression Omnibus (GEO), we compared APOBEC3 expression between tumor and non-tumor tissues, and correlated this with clinico-pathological features and outcomes of HCC patients. RESULTS: A3B, A3D, A3F and A3H were overexpressed in HCC tumor tissues compared to non-tumor tissues (all P≤0.001). Cox regression shown that A3G was negatively associated with overall survival of HCC patients (HR=2.277, 95% CI=1.324-3.915, P=0.033), in contrast, A3C level in tumor tissues might play a positive role in HCC overall survival (HR=0.364, 95% CI=0.182-0.727, P=0.004). Interestingly, A3F contributed to a poor disease-free survival of HCC (HR=3.383, 95% CI=1.249-9.715, P=0.017), while A3H may be a positive factor associated with HCC disease-free survival (HR=0.25, 95% CI=0.098-0.636, P=0.004). Cirrhosis, tumor size and intrahepatic metastasis were associated with HCC poor disease-free survival (HR=1.838, 95% CI=1.308-2.583, P<0.001; HR= 1.095, 95% CI=1.042-1.15, P<0.001 and HR=3.669, 95% CI=2.447-5.5, P<0.001; respectively). Logistic regression analysis indicated that up-regulation of A3F in tumor tissues promoted HCC vascular invasion, intrahepatic metastasis and AFP elevation (all P<0.05). In contrast, A3H might decrease these risks (all P<0.05). CONCLUSIONS: APOBEC3G and APOBEC3F might be risk factors for HCC development and survival, while APOBEC3C and APOBEC3H should play positive roles in HCC aggressiveness and prognosis. Further investigation for APOBEC3 mechanisms are needed in the future.
claims array · 3 items
[0] object · 6 fields
id
claim-method
statement
Cox regression shown that A3G was negatively associated with overall survival of HCC patients (HR=2.277, 95% CI=1.324-3.915, P=0.033), in contrast, A3C level in tumor tissues might play a positive role in HCC overall survival (HR=0.364, 95% CI=0.182-0.727, P=0.004).
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:26221327
locator
sections[0] "Abstract" paragraph 1
quote
Cox regression shown that A3G was negatively associated with overall survival of HCC patients (HR=2.277, 95% CI=1.324-3.915, P=0.033), in contrast, A3C level in tumor tissues might play a positive role in HCC overall survival (HR=0.364, 95% CI=0.182-0.727, P=0.004).
state
complete
[1] object · 6 fields
id
claim-data-access
statement
Using the expression profile GSE36376 from Gene Expression Omnibus (GEO), we compared APOBEC3 expression between tumor and non-tumor tissues, and correlated this with clinico-pathological features and outcomes of HCC patients.
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:26221327
locator
sections[0] "Abstract" paragraph 1
quote
Using the expression profile GSE36376 from Gene Expression Omnibus (GEO), we compared APOBEC3 expression between tumor and non-tumor tissues, and correlated this with clinico-pathological features and outcomes of HCC patients.
state
complete
[2] object · 6 fields
id
claim-target-result
statement
APOBEC3G and APOBEC3F might be risk factors for HCC development and survival, while APOBEC3C and APOBEC3H should play positive roles in HCC aggressiveness and prognosis.
kind
qualitative
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:26221327
locator
sections[0] "Abstract" paragraph 1
quote
APOBEC3G and APOBEC3F might be risk factors for HCC development and survival, while APOBEC3C and APOBEC3H should play positive roles in HCC aggressiveness and prognosis.
state
complete
gaps array · 1 item
[0]
doi
experiment object · 8 fields
state
complete
objective
APOBEC3G and APOBEC3F might be risk factors for HCC development and survival, while APOBEC3C and APOBEC3H should play positive roles in HCC aggressiveness and prognosis.
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:26221327
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:GSE36376
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:GSE36376
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 · 2 items
[0] object · 15 fields
id
source:pmid:26221327
role
manuscript
format
xml
media_type
application/xml
uri
null
sha256
sha256:48a3bdb5786e5e7cb011aa81ba6d084ef76f6b27117ab6fcdf74b429f665c5da
bytes
1744
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
26221327
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
PMC4509272
source
ncbi_pmc_fulltext
coverage
whole_body
text_hash_scope
rendered_section_body
[1] object · 15 fields
id
data:geo:GSE36376
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=GSE36376
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE36376
version
null
note
Using the expression profile GSE36376 from Gene Expression Omnibus (GEO), we compared APOBEC3 expression between tumor and non-tumor tissues, and correlated this with clinico-pathological features and outcomes of HCC patients.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
Using the expression profile GSE36376 from Gene Expression Omnibus (GEO), we compared APOBEC3 expression between tumor and non-tumor tissues, and correlated this with clinico-pathological features and outcomes of HCC patients.
access_statement_kind
repository_route_statement
sample_accessions array · 433 items
[0]
GSM890128
[1]
GSM890129
[2]
GSM890130
[3]
GSM890131
[4]
GSM890132
[5]
GSM890133
[6]
GSM890134
[7]
GSM890135
[8]
GSM890136
[9]
GSM890137
[10]
GSM890138
[11]
GSM890139
[12]
GSM890140
[13]
GSM890141
[14]
GSM890142
[15]
GSM890143
[16]
GSM890144
[17]
GSM890145
[18]
GSM890146
[19]
GSM890147
[20]
GSM890148
[21]
GSM890149
[22]
GSM890150
[23]
GSM890151
[24]
GSM890152
[25]
GSM890153
[26]
GSM890154
[27]
GSM890155
[28]
GSM890156
[29]
GSM890157
[30]
GSM890158
[31]
GSM890159
[32]
GSM890160
[33]
GSM890161
[34]
GSM890162
[35]
GSM890163
[36]
GSM890164
[37]
GSM890165
[38]
GSM890166
[39]
GSM890167
[40]
GSM890168
[41]
GSM890169
[42]
GSM890170
[43]
GSM890171
[44]
GSM890172
[45]
GSM890173
[46]
GSM890174
[47]
GSM890175
[48]
GSM890176
[49]
GSM890177
[50]
GSM890178
[51]
GSM890179
[52]
GSM890180
[53]
GSM890181
[54]
GSM890182
[55]
GSM890183
[56]
GSM890184
[57]
GSM890185
[58]
GSM890186
[59]
GSM890187
[60]
GSM890188
[61]
GSM890189
[62]
GSM890190
[63]
GSM890191
[64]
GSM890192
[65]
GSM890193
[66]
GSM890194
[67]
GSM890195
[68]
GSM890196
[69]
GSM890197
[70]
GSM890198
[71]
GSM890199
[72]
GSM890200
[73]
GSM890201
[74]
GSM890202
[75]
GSM890203
[76]
GSM890204
[77]
GSM890205
[78]
GSM890206
[79]
GSM890207
[80]
GSM890208
[81]
GSM890209
[82]
GSM890210
[83]
GSM890211
[84]
GSM890212
[85]
GSM890213
[86]
GSM890214
[87]
GSM890215
[88]
GSM890216
[89]
GSM890217
[90]
GSM890218
[91]
GSM890219
[92]
GSM890220
[93]
GSM890221
[94]
GSM890222
[95]
GSM890223
[96]
GSM890224
[97]
GSM890225
[98]
GSM890226
[99]
GSM890227
[100]
GSM890228
[101]
GSM890229
[102]
GSM890230
[103]
GSM890231
[104]
GSM890232
[105]
GSM890233
[106]
GSM890234
[107]
GSM890235
[108]
GSM890236
[109]
GSM890237
[110]
GSM890238
[111]
GSM890239
[112]
GSM890240
[113]
GSM890241
[114]
GSM890242
[115]
GSM890243
[116]
GSM890244
[117]
GSM890245
[118]
GSM890246
[119]
GSM890247
[120]
GSM890248
[121]
GSM890249
[122]
GSM890250
[123]
GSM890251
[124]
GSM890252
[125]
GSM890253
[126]
GSM890254
[127]
GSM890255
[128]
GSM890256
[129]
GSM890257
[130]
GSM890258
[131]
GSM890259
[132]
GSM890260
[133]
GSM890261
[134]
GSM890262
[135]
GSM890263
[136]
GSM890264
[137]
GSM890265
[138]
GSM890266
[139]
GSM890267
[140]
GSM890268
[141]
GSM890269
[142]
GSM890270
[143]
GSM890271
[144]
GSM890272
[145]
GSM890273
[146]
GSM890274
[147]
GSM890275
[148]
GSM890276
[149]
GSM890277
[150]
GSM890278
[151]
GSM890279
[152]
GSM890280
[153]
GSM890281
[154]
GSM890282
[155]
GSM890283
[156]
GSM890284
[157]
GSM890285
[158]
GSM890286
[159]
GSM890287
[160]
GSM890288
[161]
GSM890289
[162]
GSM890290
[163]
GSM890291
[164]
GSM890292
[165]
GSM890293
[166]
GSM890294
[167]
GSM890295
[168]
GSM890296
[169]
GSM890297
[170]
GSM890298
[171]
GSM890299
[172]
GSM890300
[173]
GSM890301
[174]
GSM890302
[175]
GSM890303
[176]
GSM890304
[177]
GSM890305
[178]
GSM890306
[179]
GSM890307
[180]
GSM890308
[181]
GSM890309
[182]
GSM890310
[183]
GSM890311
[184]
GSM890312
[185]
GSM890313
[186]
GSM890314
[187]
GSM890315
[188]
GSM890316
[189]
GSM890317
[190]
GSM890318
[191]
GSM890319
[192]
GSM890320
[193]
GSM890321
[194]
GSM890322
[195]
GSM890323
[196]
GSM890324
[197]
GSM890325
[198]
GSM890326
[199]
GSM890327
[200]
GSM890328
[201]
GSM890329
[202]
GSM890330
[203]
GSM890331
[204]
GSM890332
[205]
GSM890333
[206]
GSM890334
[207]
GSM890335
[208]
GSM890336
[209]
GSM890337
[210]
GSM890338
[211]
GSM890339
[212]
GSM890340
[213]
GSM890341
[214]
GSM890342
[215]
GSM890343
[216]
GSM890344
[217]
GSM890345
[218]
GSM890346
[219]
GSM890347
[220]
GSM890348
[221]
GSM890349
[222]
GSM890350
[223]
GSM890351
[224]
GSM890352
[225]
GSM890353
[226]
GSM890354
[227]
GSM890355
[228]
GSM890356
[229]
GSM890357
[230]
GSM890358
[231]
GSM890359
[232]
GSM890360
[233]
GSM890361
[234]
GSM890362
[235]
GSM890363
[236]
GSM890364
[237]
GSM890365
[238]
GSM890366
[239]
GSM890367
[240]
GSM890368
[241]
GSM890369
[242]
GSM890370
[243]
GSM890371
[244]
GSM890372
[245]
GSM890373
[246]
GSM890374
[247]
GSM890375
[248]
GSM890376
[249]
GSM890377
[250]
GSM890378
[251]
GSM890379
[252]
GSM890380
[253]
GSM890381
[254]
GSM890382
[255]
GSM890383
[256]
GSM890384
[257]
GSM890385
[258]
GSM890386
[259]
GSM890387
[260]
GSM890388
[261]
GSM890389
[262]
GSM890390
[263]
GSM890391
[264]
GSM890392
[265]
GSM890393
[266]
GSM890394
[267]
GSM890395
[268]
GSM890396
[269]
GSM890397
[270]
GSM890398
[271]
GSM890399
[272]
GSM890400
[273]
GSM890401
[274]
GSM890402
[275]
GSM890403
[276]
GSM890404
[277]
GSM890405
[278]
GSM890406
[279]
GSM890407
[280]
GSM890408
[281]
GSM890409
[282]
GSM890410
[283]
GSM890411
[284]
GSM890412
[285]
GSM890413
[286]
GSM890414
[287]
GSM890415
[288]
GSM890416
[289]
GSM890417
[290]
GSM890418
[291]
GSM890419
[292]
GSM890420
[293]
GSM890421
[294]
GSM890422
[295]
GSM890423
[296]
GSM890424
[297]
GSM890425
[298]
GSM890426
[299]
GSM890427
[300]
GSM890428
[301]
GSM890429
[302]
GSM890430
[303]
GSM890431
[304]
GSM890432
[305]
GSM890433
[306]
GSM890434
[307]
GSM890435
[308]
GSM890436
[309]
GSM890437
[310]
GSM890438
[311]
GSM890439
[312]
GSM890440
[313]
GSM890441
[314]
GSM890442
[315]
GSM890443
[316]
GSM890444
[317]
GSM890445
[318]
GSM890446
[319]
GSM890447
[320]
GSM890448
[321]
GSM890449
[322]
GSM890450
[323]
GSM890451
[324]
GSM890452
[325]
GSM890453
[326]
GSM890454
[327]
GSM890455
[328]
GSM890456
[329]
GSM890457
[330]
GSM890458
[331]
GSM890459
[332]
GSM890460
[333]
GSM890461
[334]
GSM890462
[335]
GSM890463
[336]
GSM890464
[337]
GSM890465
[338]
GSM890466
[339]
GSM890467
[340]
GSM890468
[341]
GSM890469
[342]
GSM890470
[343]
GSM890471
[344]
GSM890472
[345]
GSM890473
[346]
GSM890474
[347]
GSM890475
[348]
GSM890476
[349]
GSM890477
[350]
GSM890478
[351]
GSM890479
[352]
GSM890480
[353]
GSM890481
[354]
GSM890482
[355]
GSM890483
[356]
GSM890484
[357]
GSM890485
[358]
GSM890486
[359]
GSM890487
[360]
GSM890488
[361]
GSM890489
[362]
GSM890490
[363]
GSM890491
[364]
GSM890492
[365]
GSM890493
[366]
GSM890494
[367]
GSM890495
[368]
GSM890496
[369]
GSM890497
[370]
GSM890498
[371]
GSM890499
[372]
GSM890500
[373]
GSM890501
[374]
GSM890502
[375]
GSM890503
[376]
GSM890504
[377]
GSM890505
[378]
GSM890506
[379]
GSM890507
[380]
GSM890508
[381]
GSM890509
[382]
GSM890510
[383]
GSM890511
[384]
GSM890512
[385]
GSM890513
[386]
GSM890514
[387]
GSM890515
[388]
GSM890516
[389]
GSM890517
[390]
GSM890518
[391]
GSM890519
[392]
GSM890520
[393]
GSM890521
[394]
GSM890522
[395]
GSM890523
[396]
GSM890524
[397]
GSM890525
[398]
GSM890526
[399]
GSM890527
[400]
GSM890528
[401]
GSM890529
[402]
GSM890530
[403]
GSM890531
[404]
GSM890532
[405]
GSM890533
[406]
GSM890534
[407]
GSM890535
[408]
GSM890536
[409]
GSM890537
[410]
GSM890538
[411]
GSM890539
[412]
GSM890540
[413]
GSM890541
[414]
GSM890542
[415]
GSM890543
[416]
GSM890544
[417]
GSM890545
[418]
GSM890546
[419]
GSM890547
[420]
GSM890548
[421]
GSM890549
[422]
GSM890550
[423]
GSM890551
[424]
GSM890552
[425]
GSM890553
[426]
GSM890554
[427]
GSM890555
[428]
GSM890556
[429]
GSM890557
[430]
GSM890558
[431]
GSM890559
[432]
GSM890560
sample_count
433
group_sizes
null
group_sizes_basis
null
platform
10558
taxon
Homo sapiens
title
Gene Expression Profiles of both tumor and adjacent non-tumor liver Identify Hepatocellular Carcinoma Patients at High Risk of Recurrence after Curative Hepatectomy
resolution_checked_at
2026-11-01T15:39:54Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
gaps array · 2 items
[0]
asset:data:geo:GSE36376 not downloaded
[1]
asset:data:geo:GSE36376 licence not read
analysis object · 4 fields
state
complete
methods array · 2 items
[0] object · 10 fields
id
method-1
family
survival_analysis
specific
cox_proportional_hazards
label
Survival analysis
dsl_operations array · 1 item
[0]
cox_ph
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
1
band
verbatim
quote
Cox regression shown that A3G was negatively associated with overall survival of HCC patients (HR=2.277, 95% CI=1.324-3.915, P=0.033), in contrast, A3C level in tumor tissues might play a positive role in HCC overall survival (HR=0.364, 95% CI=0.182-0.727, P=0.004).
[1] object · 10 fields
id
method-2
family
regression_modelling
specific
logistic
label
Regression modelling
dsl_operations array · 1 item
[0]
glm_logit_fit
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[0]
predictors_and_outcome
evidence object · 3 fields
score
0.7
band
medium
quote
Logistic regression
targets array · 0 items
gaps array · 0 items
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]
cox_ph
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: cox_proportional_hazards.
capability object · 4 fields
tier
R1
capability_id
capability:computational_analysis
availability_state
owned
basis
The computational analysis is owned. The physical bench the paper used is not, so a physical validation cannot be run here.
data object · 6 fields
tier
R1
reachable
true
accessions array · 1 item
[0]
GSE36376
resolved_accessions array · 1 item
[0]
GSE36376
statements array · 1 item
[0]
Using the expression profile GSE36376 from Gene Expression Omnibus (GEO), we compared APOBEC3 expression between tumor and non-tumor tissues, and correlated this with clinico-pathological features and outcomes of HCC patients.
basis
The paper names GSE36376 in Gene Expression Omnibus (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]
cox_ph
assets array · 2 items
[0]
source:pmid:26221327
[1]
data:geo:GSE36376
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:GSE36376
gaps array · 0 items
review object · 5 fields
state
partial
machine_critique object · 5 fields
kind
extraction_review
reader object · 5 fields
model
MiniMax-M3.1-Flash
provider
minimax
provider_family
minimax
read_at
2026-11-01T16:57:42Z
independence
single_reader
evidence_check object · 2 fields
method
verbatim
availability
null
calls
5
usage object · 3 fields
prompt_tokens
2126
completion_tokens
1051
cached_tokens
188
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:26221327
type
paper
label
pmid:26221327
[1] object · 3 fields
id
source:pmid:26221327
type
manuscript
label
PMID 26221327 full text
[2] object · 3 fields
id
data:geo:GSE36376
type
dataset
label
GEO GSE36376
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:26221327
type
paper
label
pmid:26221327
[1] object · 3 fields
id
source:pmid:26221327
type
manuscript
label
PMID 26221327 full text
[2] object · 3 fields
id
data:geo:GSE36376
type
dataset
label
GEO GSE36376
agent
agent:corpus-assay-engine
[1] object · 4 fields
id
activity-read-26221327
type
extraction
used array · 1 item
[0]
source:pmid:26221327
agent
agent:minimax-reader
[2] object · 4 fields
id
activity-resolve-GSE36376
type
accession_resolution
used array · 1 item
[0]
data:geo:GSE36376
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:26221327
parent_hash
sha256:fdf62821812e4723288014e1a90df4d3009150bb6ee27361f83230fdb8b3884e
fork_of
null
gaps array · 7 items
[0]
asset:data:geo:GSE36376 licence not read
[1]
asset:data:geo:GSE36376 not downloaded
[2]
doi
[3]
execution.not_run
[4]
review.human_critique
[5]
review.independent_reader
[6]
review.machine_critique
assays array · 1 item
[0] object · 11 fields
role
analysis
definition_id
survival_analysis
definition_version
f2132e96ae6c7a4e
required_operations array · 1 item
[0]
cox_ph
support_state
supported
source_hashes object · 1 field
dsl_catalogue
f2132e96ae6c7a4e
evidence array · 1 item
[0]
Cox regression shown that A3G was negatively associated with overall survival of HCC patients (HR=2.277, 95% CI=1.324-3.915, P=0.033), in contrast, A3C level in tumor tissues might play a positive role in HCC overall survival (HR=0.364, 95% CI=0.182-0.727, P=0.004).
order_basis
analysis_only
id
assay:1
Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:26221327", "kind": "science-record", "revision": 4, "content_hash": "sha256:eb24777cd83391eec8b0f2339a1ac38240f393f329bece8d35a969da580c0ad7", "created_at": "2026-11-01T17:31:12Z", "updated_at": "2026-11-01T22:42:16Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "partial", "title": "Correlation of APOBEC3 in tumor tissues with clinico-pathological features and survival from hepatocellular carcinoma after curative hepatectomy.", "doi": null, "pmid": "26221327", "authors": ["Zongguo Yang", "Yunfei Lu", "Qingnian Xu", "Liping Zhuang", "Bozong Tang", "Xiaorong Chen"], "journal": "International journal of clinical and experimental medicine", "year": 2015, "abstract": "OBJECTIVE: This study aimed to evaluate the relationships between members of APOBEC3 in tumor tissues and hepatocellular carcinoma (HCC) aggressiveness and prognosis.\nMETHODS: Using the expression profile GSE36376 from Gene Expression Omnibus (GEO), we compared APOBEC3 expression between tumor and non-tumor tissues, and correlated this with clinico-pathological features and outcomes of HCC patients.\nRESULTS: A3B, A3D, A3F and A3H were overexpressed in HCC tumor tissues compared to non-tumor tissues (all P≤0.001). Cox regression shown that A3G was negatively associated with overall survival of HCC patients (HR=2.277, 95% CI=1.324-3.915, P=0.033), in contrast, A3C level in tumor tissues might play a positive role in HCC overall survival (HR=0.364, 95% CI=0.182-0.727, P=0.004). Interestingly, A3F contributed to a poor disease-free survival of HCC (HR=3.383, 95% CI=1.249-9.715, P=0.017), while A3H may be a positive factor associated with HCC disease-free survival (HR=0.25, 95% CI=0.098-0.636, P=0.004). Cirrhosis, tumor size and intrahepatic metastasis were associated with HCC poor disease-free survival (HR=1.838, 95% CI=1.308-2.583, P<0.001; HR= 1.095, 95% CI=1.042-1.15, P<0.001 and HR=3.669, 95% CI=2.447-5.5, P<0.001; respectively). Logistic regression analysis indicated that up-regulation of A3F in tumor tissues promoted HCC vascular invasion, intrahepatic metastasis and AFP elevation (all P<0.05). In contrast, A3H might decrease these risks (all P<0.05).\nCONCLUSIONS: APOBEC3G and APOBEC3F might be risk factors for HCC development and survival, while APOBEC3C and APOBEC3H should play positive roles in HCC aggressiveness and prognosis. Further investigation for APOBEC3 mechanisms are needed in the future.", "claims": [{"id": "claim-method", "statement": "Cox regression shown that A3G was negatively associated with overall survival of HCC patients (HR=2.277, 95% CI=1.324-3.915, P=0.033), in contrast, A3C level in tumor tissues might play a positive role in HCC overall survival (HR=0.364, 95% CI=0.182-0.727, P=0.004).", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:26221327", "locator": "sections[0] \"Abstract\" paragraph 1", "quote": "Cox regression shown that A3G was negatively associated with overall survival of HCC patients (HR=2.277, 95% CI=1.324-3.915, P=0.033), in contrast, A3C level in tumor tissues might play a positive role in HCC overall survival (HR=0.364, 95% CI=0.182-0.727, P=0.004)."}], "state": "complete"}, {"id": "claim-data-access", "statement": "Using the expression profile GSE36376 from Gene Expression Omnibus (GEO), we compared APOBEC3 expression between tumor and non-tumor tissues, and correlated this with clinico-pathological features and outcomes of HCC patients.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:26221327", "locator": "sections[0] \"Abstract\" paragraph 1", "quote": "Using the expression profile GSE36376 from Gene Expression Omnibus (GEO), we compared APOBEC3 expression between tumor and non-tumor tissues, and correlated this with clinico-pathological features and outcomes of HCC patients."}], "state": "complete"}, {"id": "claim-target-result", "statement": "APOBEC3G and APOBEC3F might be risk factors for HCC development and survival, while APOBEC3C and APOBEC3H should play positive roles in HCC aggressiveness and prognosis.", "kind": "qualitative", "target": null, "evidence": [{"asset": "source:pmid:26221327", "locator": "sections[0] \"Abstract\" paragraph 1", "quote": "APOBEC3G and APOBEC3F might be risk factors for HCC development and survival, while APOBEC3C and APOBEC3H should play positive roles in HCC aggressiveness and prognosis."}], "state": "complete"}], "gaps": ["doi"]}, "experiment": {"state": "complete", "objective": "APOBEC3G and APOBEC3F might be risk factors for HCC development and survival, while APOBEC3C and APOBEC3H should play positive roles in HCC aggressiveness and prognosis.", "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:26221327"], "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:GSE36376"], "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:GSE36376"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:26221327", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": null, "sha256": "sha256:48a3bdb5786e5e7cb011aa81ba6d084ef76f6b27117ab6fcdf74b429f665c5da", "bytes": 1744, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "26221327", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC4509272", "source": "ncbi_pmc_fulltext", "coverage": "whole_body", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:GSE36376", "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=GSE36376", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE36376", "version": null, "note": "Using the expression profile GSE36376 from Gene Expression Omnibus (GEO), we compared APOBEC3 expression between tumor and non-tumor tissues, and correlated this with clinico-pathological features and outcomes of HCC patients.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "Using the expression profile GSE36376 from Gene Expression Omnibus (GEO), we compared APOBEC3 expression between tumor and non-tumor tissues, and correlated this with clinico-pathological features and outcomes of HCC patients.", "access_statement_kind": "repository_route_statement", "sample_accessions": ["GSM890128", "GSM890129", "GSM890130", "GSM890131", "GSM890132", "GSM890133", "GSM890134", "GSM890135", "GSM890136", "GSM890137", "GSM890138", "GSM890139", "GSM890140", "GSM890141", "GSM890142", "GSM890143", "GSM890144", "GSM890145", "GSM890146", "GSM890147", "GSM890148", "GSM890149", "GSM890150", "GSM890151", "GSM890152", "GSM890153", "GSM890154", "GSM890155", "GSM890156", "GSM890157", "GSM890158", "GSM890159", "GSM890160", "GSM890161", "GSM890162", "GSM890163", "GSM890164", "GSM890165", "GSM890166", "GSM890167", "GSM890168", "GSM890169", "GSM890170", "GSM890171", "GSM890172", "GSM890173", "GSM890174", "GSM890175", "GSM890176", "GSM890177", "GSM890178", "GSM890179", "GSM890180", "GSM890181", "GSM890182", "GSM890183", "GSM890184", "GSM890185", "GSM890186", "GSM890187", "GSM890188", "GSM890189", "GSM890190", "GSM890191", "GSM890192", "GSM890193", "GSM890194", "GSM890195", "GSM890196", "GSM890197", "GSM890198", "GSM890199", "GSM890200", "GSM890201", "GSM890202", "GSM890203", "GSM890204", "GSM890205", "GSM890206", "GSM890207", "GSM890208", "GSM890209", "GSM890210", "GSM890211", "GSM890212", "GSM890213", "GSM890214", "GSM890215", "GSM890216", "GSM890217", "GSM890218", "GSM890219", "GSM890220", "GSM890221", "GSM890222", "GSM890223", "GSM890224", "GSM890225", "GSM890226", "GSM890227", "GSM890228", "GSM890229", "GSM890230", "GSM890231", "GSM890232", "GSM890233", "GSM890234", "GSM890235", "GSM890236", "GSM890237", "GSM890238", "GSM890239", "GSM890240", "GSM890241", "GSM890242", "GSM890243", "GSM890244", "GSM890245", "GSM890246", "GSM890247", "GSM890248", "GSM890249", "GSM890250", "GSM890251", "GSM890252", "GSM890253", "GSM890254", "GSM890255", "GSM890256", "GSM890257", "GSM890258", "GSM890259", "GSM890260", "GSM890261", "GSM890262", "GSM890263", "GSM890264", "GSM890265", "GSM890266", "GSM890267", "GSM890268", "GSM890269", "GSM890270", "GSM890271", "GSM890272", "GSM890273", "GSM890274", "GSM890275", "GSM890276", "GSM890277", "GSM890278", "GSM890279", "GSM890280", "GSM890281", "GSM890282", "GSM890283", "GSM890284", "GSM890285", "GSM890286", "GSM890287", "GSM890288", "GSM890289", "GSM890290", "GSM890291", "GSM890292", "GSM890293", "GSM890294", "GSM890295", "GSM890296", "GSM890297", "GSM890298", "GSM890299", "GSM890300", "GSM890301", "GSM890302", "GSM890303", "GSM890304", "GSM890305", "GSM890306", "GSM890307", "GSM890308", "GSM890309", "GSM890310", "GSM890311", "GSM890312", "GSM890313", "GSM890314", "GSM890315", "GSM890316", "GSM890317", "GSM890318", "GSM890319", "GSM890320", "GSM890321", "GSM890322", "GSM890323", "GSM890324", "GSM890325", "GSM890326", "GSM890327", "GSM890328", "GSM890329", "GSM890330", "GSM890331", "GSM890332", "GSM890333", "GSM890334", "GSM890335", "GSM890336", "GSM890337", "GSM890338", "GSM890339", "GSM890340", "GSM890341", "GSM890342", "GSM890343", "GSM890344", "GSM890345", "GSM890346", "GSM890347", "GSM890348", "GSM890349", "GSM890350", "GSM890351", "GSM890352", "GSM890353", "GSM890354", "GSM890355", "GSM890356", "GSM890357", "GSM890358", "GSM890359", "GSM890360", "GSM890361", "GSM890362", "GSM890363", "GSM890364", "GSM890365", "GSM890366", "GSM890367", "GSM890368", "GSM890369", "GSM890370", "GSM890371", "GSM890372", "GSM890373", "GSM890374", "GSM890375", "GSM890376", "GSM890377", "GSM890378", "GSM890379", "GSM890380", "GSM890381", "GSM890382", "GSM890383", "GSM890384", "GSM890385", "GSM890386", "GSM890387", "GSM890388", "GSM890389", "GSM890390", "GSM890391", "GSM890392", "GSM890393", "GSM890394", "GSM890395", "GSM890396", "GSM890397", "GSM890398", "GSM890399", "GSM890400", "GSM890401", "GSM890402", "GSM890403", "GSM890404", "GSM890405", "GSM890406", "GSM890407", "GSM890408", "GSM890409", "GSM890410", "GSM890411", "GSM890412", "GSM890413", "GSM890414", "GSM890415", "GSM890416", "GSM890417", "GSM890418", "GSM890419", "GSM890420", "GSM890421", "GSM890422", "GSM890423", "GSM890424", "GSM890425", "GSM890426", "GSM890427", "GSM890428", "GSM890429", "GSM890430", "GSM890431", "GSM890432", "GSM890433", "GSM890434", "GSM890435", "GSM890436", "GSM890437", "GSM890438", "GSM890439", "GSM890440", "GSM890441", "GSM890442", "GSM890443", "GSM890444", "GSM890445", "GSM890446", "GSM890447", "GSM890448", "GSM890449", "GSM890450", "GSM890451", "GSM890452", "GSM890453", "GSM890454", "GSM890455", "GSM890456", "GSM890457", "GSM890458", "GSM890459", "GSM890460", "GSM890461", "GSM890462", "GSM890463", "GSM890464", "GSM890465", "GSM890466", "GSM890467", "GSM890468", "GSM890469", "GSM890470", "GSM890471", "GSM890472", "GSM890473", "GSM890474", "GSM890475", "GSM890476", "GSM890477", "GSM890478", "GSM890479", "GSM890480", "GSM890481", "GSM890482", "GSM890483", "GSM890484", "GSM890485", "GSM890486", "GSM890487", "GSM890488", "GSM890489", "GSM890490", "GSM890491", "GSM890492", "GSM890493", "GSM890494", "GSM890495", "GSM890496", "GSM890497", "GSM890498", "GSM890499", "GSM890500", "GSM890501", "GSM890502", "GSM890503", "GSM890504", "GSM890505", "GSM890506", "GSM890507", "GSM890508", "GSM890509", "GSM890510", "GSM890511", "GSM890512", "GSM890513", "GSM890514", "GSM890515", "GSM890516", "GSM890517", "GSM890518", "GSM890519", "GSM890520", "GSM890521", "GSM890522", "GSM890523", "GSM890524", "GSM890525", "GSM890526", "GSM890527", "GSM890528", "GSM890529", "GSM890530", "GSM890531", "GSM890532", "GSM890533", "GSM890534", "GSM890535", "GSM890536", "GSM890537", "GSM890538", "GSM890539", "GSM890540", "GSM890541", "GSM890542", "GSM890543", "GSM890544", "GSM890545", "GSM890546", "GSM890547", "GSM890548", "GSM890549", "GSM890550", "GSM890551", "GSM890552", "GSM890553", "GSM890554", "GSM890555", "GSM890556", "GSM890557", "GSM890558", "GSM890559", "GSM890560"], "sample_count": 433, "group_sizes": null, "group_sizes_basis": null, "platform": "10558", "taxon": "Homo sapiens", "title": "Gene Expression Profiles of both tumor and adjacent non-tumor liver Identify Hepatocellular Carcinoma Patients at High Risk of Recurrence after Curative Hepatectomy", "resolution_checked_at": "2026-11-01T15:39:54Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}], "gaps": ["asset:data:geo:GSE36376 not downloaded", "asset:data:geo:GSE36376 licence not read"]}, "analysis": {"state": "complete", "methods": [{"id": "method-1", "family": "survival_analysis", "specific": "cox_proportional_hazards", "label": "Survival analysis", "dsl_operations": ["cox_ph"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["time_to_event_with_censoring"], "evidence": {"score": 1.0, "band": "verbatim", "quote": "Cox regression shown that A3G was negatively associated with overall survival of HCC patients (HR=2.277, 95% CI=1.324-3.915, P=0.033), in contrast, A3C level in tumor tissues might play a positive role in HCC overall survival (HR=0.364, 95% CI=0.182-0.727, P=0.004)."}}, {"id": "method-2", "family": "regression_modelling", "specific": "logistic", "label": "Regression modelling", "dsl_operations": ["glm_logit_fit"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["predictors_and_outcome"], "evidence": {"score": 0.7, "band": "medium", "quote": "Logistic regression"}}], "targets": [], "gaps": []}, "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": ["cox_ph"], "missing_operations": [], "basis": "The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: cox_proportional_hazards."}, "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": ["GSE36376"], "resolved_accessions": ["GSE36376"], "statements": ["Using the expression profile GSE36376 from Gene Expression Omnibus (GEO), we compared APOBEC3 expression between tumor and non-tumor tissues, and correlated this with clinico-pathological features and outcomes of HCC patients."], "basis": "The paper names GSE36376 in Gene Expression Omnibus (GEO) and the accession resolves in the repository. No dataset was downloaded and no licence was read."}}, "can_run": {"dsl_operations": ["cox_ph"], "assets": ["source:pmid:26221327", "data:geo:GSE36376"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:GSE36376"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-11-01T16:57:42Z", "independence": "single_reader"}, "evidence_check": {"method": "verbatim", "availability": null}, "calls": 5, "usage": {"prompt_tokens": 2126, "completion_tokens": 1051, "cached_tokens": 188}}, "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:26221327", "type": "paper", "label": "pmid:26221327"}, {"id": "source:pmid:26221327", "type": "manuscript", "label": "PMID 26221327 full text"}, {"id": "data:geo:GSE36376", "type": "dataset", "label": "GEO GSE36376"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:26221327", "type": "paper", "label": "pmid:26221327"}, {"id": "source:pmid:26221327", "type": "manuscript", "label": "PMID 26221327 full text"}, {"id": "data:geo:GSE36376", "type": "dataset", "label": "GEO GSE36376"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-26221327", "type": "extraction", "used": ["source:pmid:26221327"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-GSE36376", "type": "accession_resolution", "used": ["data:geo:GSE36376"], "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:26221327", "parent_hash": "sha256:fdf62821812e4723288014e1a90df4d3009150bb6ee27361f83230fdb8b3884e", "fork_of": null, "generation": 3}, "gaps": ["asset:data:geo:GSE36376 licence not read", "asset:data:geo:GSE36376 not downloaded", "doi", "execution.not_run", "review.human_critique", "review.independent_reader", "review.machine_critique"], "assays": [{"role": "analysis", "definition_id": "survival_analysis", "definition_version": "f2132e96ae6c7a4e", "definition_digest": null, "required_operations": ["cox_ph"], "support_state": "supported", "source_hashes": {"dsl_catalogue": "f2132e96ae6c7a4e"}, "confidence": 1.0, "evidence": ["Cox regression shown that A3G was negatively associated with overall survival of HCC patients (HR=2.277, 95% CI=1.324-3.915, P=0.033), in contrast, A3C level in tumor tissues might play a positive role in HCC overall survival (HR=0.364, 95% CI=0.182-0.727, P=0.004)."], "order_basis": "analysis_only", "id": "assay:1"}]}