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

pmid:39610460

High expression of malic enzyme 1 predicts adverse prognosis in patients with cytogenetically normal acute myeloid leukaemia and promotes leukaemogenesis through the IL-6/JAK2/STAT3 pathways.

Chang Zhang · Wenlu Li · Fei Wu · Zhongwei Lu · Piaorong Zeng · Zeyu Luo · Yixiong Cao · Feng Wen · Junjun Li · Xi Chen · Fujue Wang

Therapeutic advances in hematology · 2024 doi:10.1177/20406207241301948

Paper

complete

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:39610460
kind
science-record
content_hash
sha256:8b65e6d2dc6455ca0d7047b290d88409ed12e5b53f11801d4dc36d37bdf5eeb9
schema
https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json
created_at
2026-11-01T20:29:52Z
updated_at
2026-11-01T22:13:12Z
generator object · 2 fields
name
corpus-assay-engine
run_id
reading-sci-2026-11-01
paper object · 10 fields
state
complete
title
High expression of malic enzyme 1 predicts adverse prognosis in patients with cytogenetically normal acute myeloid leukaemia and promotes leukaemogenesis through the IL-6/JAK2/STAT3 pathways.
doi
10.1177/20406207241301948
pmid
39610460
authors array · 11 items
[0]
Chang Zhang
[1]
Wenlu Li
[2]
Fei Wu
[3]
Zhongwei Lu
[4]
Piaorong Zeng
[5]
Zeyu Luo
[6]
Yixiong Cao
[7]
Feng Wen
[8]
Junjun Li
[9]
Xi Chen
[10]
Fujue Wang
journal
Therapeutic advances in hematology
year
2024
abstract
Background: Progress in improving risk stratification methods for patients with cytogenetically normal acute myeloid leukaemia (CN-AML) remains limited. This study investigates the prognostic significance and potential functional mechanism of malic enzyme 1 (ME1) in CN-AML. Methods: Gene expression and clinical data of patients with CN-AML were obtained from the Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) datasets, which were subjected to analysis. The prognostic significance of ME1 was assessed through Kaplan-Meier survival analysis, as well as univariate and multivariate Cox regression analyses. A novel risk model based on ME1 expression levels was developed using TCGA data for predicting CN-AML prognosis. Furthermore, the impact of ME1 silencing on AML cell lines was investigated using the Cell Counting Kit-8 assay and flow cytometry. Gene set enrichment analysis (GSEA) analysis and Western blotting were performed to explore the mechanism of ME1 in CN-AML. Results: CN-AML patients expressing higher ME1 levels exhibited shorter event-free survival (EFS) and overall survival (OS) compared to those with lower ME1 expression in the TCGA and multiple GEO datasets (all p < 0.05). Univariate and multivariate Cox regression analyses indicated that ME1 expression served as an independent prognostic factor for the EFS (p = 0.024 in TCGA, p = 0.035 in GSE6891) and OS (p = 0.039 in TCGA, p = 0.008 in GSE6891) in patients with CN-AML. The developed risk model demonstrated that patients with CN-AML in the high-risk group had worse survival than those in the low-risk group (hazard ratio: 2.67, 95% confidence interval: 1.54-4.65, p < 0.001) and exhibited strong predictive accuracy for 1-, 3- and 5-year OS (area under the curve = 0.69, 0.75, 0.79, respectively). ME1 knockdown significantly inhibited proliferation and increased apoptosis in AML cells (all p < 0.05). GSEA and Western blotting demonstrated that ME1 regulates the IL-6/JAK2/STAT3 pathway in CN-AML. Conclusion: Elevated ME1 expression serves as an indicator of poorer prognosis in patients with CN-AML, potentially facilitating leukaemogenesis through the IL-6/JAK2/STAT3 pathway. This suggests that ME1 could be a promising prognostic biomarker and therapeutic target for CN-AML.
claims array · 2 items
[0] object · 6 fields
id
claim-data-access
statement
All the databases or datasets used in this study can be found in online repositories with corresponding websites mentioned in the article.
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:39610460
locator
sections[24] "Declarations" paragraph 2
quote
All the databases or datasets used in this study can be found in online repositories with corresponding websites mentioned in the article.
state
complete
[1] object · 6 fields
id
claim-target-result
statement
ME1 expression was an independent prognostic factor for EFS and OS in patients with CN-AML.
kind
qualitative
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:39610460
locator
sections[0] "Abstract" paragraph 3
quote
Univariate and multivariate Cox regression analyses indicated that ME1 expression served as an independent prognostic factor for the EFS (p = 0.024 in TCGA, p = 0.035 in GSE6891) and OS (p = 0.039 in TCGA, p = 0.008 in GSE6891) in patients with CN-AML.
state
complete
gaps array · 0 items
experiment object · 8 fields
state
complete
objective
ME1 expression was an independent prognostic factor for EFS and OS in patients with CN-AML.
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:39610460
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:GSE12417
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:GSE12417
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 · 4 items
[0] object · 15 fields
id
source:pmid:39610460
role
manuscript
format
xml
media_type
application/xml
uri
https://doi.org/10.1177/20406207241301948
sha256
sha256:1c49db4c00ab769b21871868d6787da5bdce7fa9ef673b98e24e994012379464
bytes
33280
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
10.1177/20406207241301948
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
PMC11603458
source
europe_pmc_fulltext
coverage
whole_body_without_references
text_hash_scope
rendered_section_body
[1] object · 15 fields
id
data:geo:GSE12417
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=GSE12417
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE12417
version
null
note
All the databases or datasets used in this study can be found in online repositories with corresponding websites mentioned in the article.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
All the databases or datasets used in this study can be found in online repositories with corresponding websites mentioned in the article.
access_statement_kind
data_availability_statement
sample_accessions array · 405 items
[0]
GSM311598
[1]
GSM311599
[2]
GSM311600
[3]
GSM311601
[4]
GSM311602
[5]
GSM311603
[6]
GSM311604
[7]
GSM311605
[8]
GSM311606
[9]
GSM311607
[10]
GSM311608
[11]
GSM311609
[12]
GSM311610
[13]
GSM311611
[14]
GSM311612
[15]
GSM311613
[16]
GSM311614
[17]
GSM311615
[18]
GSM311616
[19]
GSM311617
[20]
GSM311618
[21]
GSM311619
[22]
GSM311620
[23]
GSM311621
[24]
GSM311622
[25]
GSM311623
[26]
GSM311624
[27]
GSM311625
[28]
GSM311626
[29]
GSM311627
[30]
GSM311628
[31]
GSM311629
[32]
GSM311630
[33]
GSM311631
[34]
GSM311632
[35]
GSM311633
[36]
GSM311634
[37]
GSM311635
[38]
GSM311636
[39]
GSM311637
[40]
GSM311638
[41]
GSM311639
[42]
GSM311640
[43]
GSM311641
[44]
GSM311642
[45]
GSM311643
[46]
GSM311644
[47]
GSM311645
[48]
GSM311646
[49]
GSM311647
[50]
GSM311648
[51]
GSM311649
[52]
GSM311650
[53]
GSM311651
[54]
GSM311652
[55]
GSM311653
[56]
GSM311654
[57]
GSM311655
[58]
GSM311656
[59]
GSM311657
[60]
GSM311658
[61]
GSM311659
[62]
GSM311660
[63]
GSM311661
[64]
GSM311662
[65]
GSM311663
[66]
GSM311664
[67]
GSM311665
[68]
GSM311666
[69]
GSM311667
[70]
GSM311668
[71]
GSM311669
[72]
GSM311670
[73]
GSM311671
[74]
GSM311672
[75]
GSM311673
[76]
GSM311674
[77]
GSM311675
[78]
GSM311676
[79]
GSM311677
[80]
GSM311678
[81]
GSM311679
[82]
GSM311680
[83]
GSM311681
[84]
GSM311682
[85]
GSM311683
[86]
GSM311684
[87]
GSM311685
[88]
GSM311686
[89]
GSM311687
[90]
GSM311688
[91]
GSM311689
[92]
GSM311690
[93]
GSM311691
[94]
GSM311692
[95]
GSM311693
[96]
GSM311694
[97]
GSM311695
[98]
GSM311696
[99]
GSM311697
[100]
GSM311698
[101]
GSM311699
[102]
GSM311700
[103]
GSM311701
[104]
GSM311702
[105]
GSM311703
[106]
GSM311704
[107]
GSM311705
[108]
GSM311706
[109]
GSM311707
[110]
GSM311708
[111]
GSM311709
[112]
GSM311710
[113]
GSM311711
[114]
GSM311712
[115]
GSM311713
[116]
GSM311714
[117]
GSM311715
[118]
GSM311716
[119]
GSM311717
[120]
GSM311718
[121]
GSM311719
[122]
GSM311720
[123]
GSM311721
[124]
GSM311722
[125]
GSM311723
[126]
GSM311724
[127]
GSM311725
[128]
GSM311726
[129]
GSM311727
[130]
GSM311728
[131]
GSM311729
[132]
GSM311730
[133]
GSM311731
[134]
GSM311732
[135]
GSM311733
[136]
GSM311734
[137]
GSM311735
[138]
GSM311736
[139]
GSM311737
[140]
GSM311738
[141]
GSM311739
[142]
GSM311740
[143]
GSM311741
[144]
GSM311742
[145]
GSM311743
[146]
GSM311744
[147]
GSM311745
[148]
GSM311746
[149]
GSM311747
[150]
GSM311748
[151]
GSM311749
[152]
GSM311750
[153]
GSM311751
[154]
GSM311752
[155]
GSM311753
[156]
GSM311754
[157]
GSM311755
[158]
GSM311756
[159]
GSM311757
[160]
GSM311758
[161]
GSM311759
[162]
GSM311760
[163]
GSM311761
[164]
GSM311762
[165]
GSM311763
[166]
GSM311764
[167]
GSM311765
[168]
GSM311766
[169]
GSM311767
[170]
GSM311768
[171]
GSM311769
[172]
GSM311770
[173]
GSM311771
[174]
GSM311772
[175]
GSM311773
[176]
GSM311774
[177]
GSM311775
[178]
GSM311776
[179]
GSM311777
[180]
GSM311778
[181]
GSM311779
[182]
GSM311780
[183]
GSM311781
[184]
GSM311782
[185]
GSM311783
[186]
GSM311784
[187]
GSM311785
[188]
GSM311786
[189]
GSM311787
[190]
GSM311788
[191]
GSM311789
[192]
GSM311790
[193]
GSM311791
[194]
GSM311792
[195]
GSM311793
[196]
GSM311794
[197]
GSM311795
[198]
GSM311796
[199]
GSM311797
[200]
GSM311798
[201]
GSM311799
[202]
GSM311800
[203]
GSM311801
[204]
GSM311802
[205]
GSM311803
[206]
GSM311804
[207]
GSM311805
[208]
GSM311806
[209]
GSM311807
[210]
GSM311808
[211]
GSM311809
[212]
GSM311810
[213]
GSM311811
[214]
GSM311812
[215]
GSM311813
[216]
GSM311814
[217]
GSM311815
[218]
GSM311816
[219]
GSM311817
[220]
GSM311818
[221]
GSM311819
[222]
GSM311820
[223]
GSM311821
[224]
GSM311822
[225]
GSM311823
[226]
GSM311824
[227]
GSM311825
[228]
GSM311826
[229]
GSM311827
[230]
GSM311828
[231]
GSM311829
[232]
GSM311830
[233]
GSM311831
[234]
GSM311832
[235]
GSM311833
[236]
GSM311834
[237]
GSM311835
[238]
GSM311836
[239]
GSM311837
[240]
GSM311838
[241]
GSM311839
[242]
GSM311840
[243]
GSM311841
[244]
GSM311842
[245]
GSM311843
[246]
GSM311844
[247]
GSM311845
[248]
GSM311846
[249]
GSM311847
[250]
GSM311848
[251]
GSM311849
[252]
GSM311850
[253]
GSM311851
[254]
GSM311852
[255]
GSM311853
[256]
GSM311854
[257]
GSM311855
[258]
GSM311856
[259]
GSM311857
[260]
GSM311858
[261]
GSM311859
[262]
GSM311860
[263]
GSM311861
[264]
GSM311862
[265]
GSM311863
[266]
GSM311864
[267]
GSM311865
[268]
GSM311866
[269]
GSM311867
[270]
GSM311868
[271]
GSM311869
[272]
GSM311870
[273]
GSM311871
[274]
GSM311872
[275]
GSM311873
[276]
GSM311874
[277]
GSM311875
[278]
GSM311876
[279]
GSM311877
[280]
GSM311878
[281]
GSM311879
[282]
GSM311880
[283]
GSM311881
[284]
GSM311882
[285]
GSM311883
[286]
GSM311884
[287]
GSM311885
[288]
GSM311886
[289]
GSM311887
[290]
GSM311888
[291]
GSM311889
[292]
GSM311890
[293]
GSM311891
[294]
GSM311892
[295]
GSM311893
[296]
GSM311894
[297]
GSM311895
[298]
GSM311896
[299]
GSM311897
[300]
GSM311898
[301]
GSM311899
[302]
GSM311900
[303]
GSM311901
[304]
GSM311902
[305]
GSM311903
[306]
GSM311904
[307]
GSM311905
[308]
GSM311906
[309]
GSM311907
[310]
GSM311908
[311]
GSM311909
[312]
GSM311910
[313]
GSM311911
[314]
GSM311912
[315]
GSM311913
[316]
GSM311914
[317]
GSM311915
[318]
GSM311916
[319]
GSM311917
[320]
GSM311918
[321]
GSM311919
[322]
GSM311920
[323]
GSM311921
[324]
GSM311922
[325]
GSM311923
[326]
GSM316652
[327]
GSM316653
[328]
GSM316654
[329]
GSM316655
[330]
GSM316656
[331]
GSM316657
[332]
GSM316658
[333]
GSM316659
[334]
GSM316660
[335]
GSM316661
[336]
GSM316662
[337]
GSM316663
[338]
GSM316664
[339]
GSM316665
[340]
GSM316666
[341]
GSM316667
[342]
GSM316668
[343]
GSM316669
[344]
GSM316670
[345]
GSM316671
[346]
GSM316672
[347]
GSM316673
[348]
GSM316674
[349]
GSM316675
[350]
GSM316676
[351]
GSM316677
[352]
GSM316678
[353]
GSM316679
[354]
GSM316680
[355]
GSM316681
[356]
GSM316682
[357]
GSM316683
[358]
GSM316684
[359]
GSM316685
[360]
GSM316686
[361]
GSM316687
[362]
GSM316688
[363]
GSM316689
[364]
GSM316690
[365]
GSM316691
[366]
GSM316692
[367]
GSM316693
[368]
GSM316694
[369]
GSM316695
[370]
GSM316696
[371]
GSM316697
[372]
GSM316698
[373]
GSM316699
[374]
GSM316700
[375]
GSM316701
[376]
GSM316702
[377]
GSM316703
[378]
GSM316704
[379]
GSM316705
[380]
GSM316706
[381]
GSM316707
[382]
GSM316708
[383]
GSM316709
[384]
GSM316710
[385]
GSM316711
[386]
GSM316712
[387]
GSM316713
[388]
GSM316714
[389]
GSM316715
[390]
GSM316716
[391]
GSM316717
[392]
GSM316718
[393]
GSM316719
[394]
GSM316720
[395]
GSM316721
[396]
GSM316722
[397]
GSM316723
[398]
GSM316724
[399]
GSM316725
[400]
GSM316726
[401]
GSM316727
[402]
GSM316728
[403]
GSM316729
[404]
GSM316730
sample_count
405
group_sizes
null
group_sizes_basis
null
platform
570;96;97
taxon
Homo sapiens
title
Prognostic gene signature for normal karyotype AML
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:GSE6891
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=GSE6891
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE6891
version
null
note
All the databases or datasets used in this study can be found in online repositories with corresponding websites mentioned in the article.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
All the databases or datasets used in this study can be found in online repositories with corresponding websites mentioned in the article.
access_statement_kind
data_availability_statement
sample_accessions array · 537 items
[0]
GSM158711
[1]
GSM158712
[2]
GSM158713
[3]
GSM158714
[4]
GSM158715
[5]
GSM158716
[6]
GSM158717
[7]
GSM158718
[8]
GSM158719
[9]
GSM158720
[10]
GSM158721
[11]
GSM158722
[12]
GSM158723
[13]
GSM158724
[14]
GSM158725
[15]
GSM158726
[16]
GSM158727
[17]
GSM158728
[18]
GSM158729
[19]
GSM158730
[20]
GSM158731
[21]
GSM158732
[22]
GSM158733
[23]
GSM158734
[24]
GSM158735
[25]
GSM158736
[26]
GSM158737
[27]
GSM158738
[28]
GSM158739
[29]
GSM158740
[30]
GSM158741
[31]
GSM158742
[32]
GSM158743
[33]
GSM158744
[34]
GSM158745
[35]
GSM158746
[36]
GSM158747
[37]
GSM158748
[38]
GSM158749
[39]
GSM158750
[40]
GSM158751
[41]
GSM158752
[42]
GSM158753
[43]
GSM158754
[44]
GSM158755
[45]
GSM158756
[46]
GSM158757
[47]
GSM158758
[48]
GSM158759
[49]
GSM158760
[50]
GSM158761
[51]
GSM158762
[52]
GSM158763
[53]
GSM158764
[54]
GSM158765
[55]
GSM158766
[56]
GSM158767
[57]
GSM158768
[58]
GSM158769
[59]
GSM158770
[60]
GSM158771
[61]
GSM158772
[62]
GSM158773
[63]
GSM158774
[64]
GSM158775
[65]
GSM158776
[66]
GSM158777
[67]
GSM158778
[68]
GSM158779
[69]
GSM158780
[70]
GSM158781
[71]
GSM158782
[72]
GSM158783
[73]
GSM158784
[74]
GSM158785
[75]
GSM158786
[76]
GSM158787
[77]
GSM158788
[78]
GSM158789
[79]
GSM158790
[80]
GSM158791
[81]
GSM158792
[82]
GSM158793
[83]
GSM158794
[84]
GSM158795
[85]
GSM158796
[86]
GSM158797
[87]
GSM158798
[88]
GSM158799
[89]
GSM158800
[90]
GSM158801
[91]
GSM158802
[92]
GSM158803
[93]
GSM158804
[94]
GSM158805
[95]
GSM158806
[96]
GSM158807
[97]
GSM158808
[98]
GSM158809
[99]
GSM158810
[100]
GSM158811
[101]
GSM158812
[102]
GSM158813
[103]
GSM158814
[104]
GSM158815
[105]
GSM158816
[106]
GSM158817
[107]
GSM158818
[108]
GSM158819
[109]
GSM158820
[110]
GSM158821
[111]
GSM158822
[112]
GSM158823
[113]
GSM158824
[114]
GSM158825
[115]
GSM158826
[116]
GSM158827
[117]
GSM158828
[118]
GSM158829
[119]
GSM158830
[120]
GSM158831
[121]
GSM158832
[122]
GSM158833
[123]
GSM158834
[124]
GSM158835
[125]
GSM158836
[126]
GSM158837
[127]
GSM158838
[128]
GSM158839
[129]
GSM158840
[130]
GSM158841
[131]
GSM158842
[132]
GSM158843
[133]
GSM158844
[134]
GSM158845
[135]
GSM158846
[136]
GSM158847
[137]
GSM158848
[138]
GSM158849
[139]
GSM158850
[140]
GSM158851
[141]
GSM158852
[142]
GSM158853
[143]
GSM158854
[144]
GSM158855
[145]
GSM158856
[146]
GSM158857
[147]
GSM158858
[148]
GSM158859
[149]
GSM158860
[150]
GSM158861
[151]
GSM158862
[152]
GSM158863
[153]
GSM158864
[154]
GSM158865
[155]
GSM158866
[156]
GSM158867
[157]
GSM158868
[158]
GSM158869
[159]
GSM158870
[160]
GSM158871
[161]
GSM158872
[162]
GSM158873
[163]
GSM158874
[164]
GSM158875
[165]
GSM158876
[166]
GSM158877
[167]
GSM158878
[168]
GSM158879
[169]
GSM158880
[170]
GSM158881
[171]
GSM158882
[172]
GSM158883
[173]
GSM158884
[174]
GSM158885
[175]
GSM158886
[176]
GSM158887
[177]
GSM158888
[178]
GSM158889
[179]
GSM158890
[180]
GSM158891
[181]
GSM158892
[182]
GSM158893
[183]
GSM158894
[184]
GSM158895
[185]
GSM158896
[186]
GSM158897
[187]
GSM158898
[188]
GSM158899
[189]
GSM158900
[190]
GSM158901
[191]
GSM158902
[192]
GSM158903
[193]
GSM158904
[194]
GSM158905
[195]
GSM158906
[196]
GSM158907
[197]
GSM158908
[198]
GSM158909
[199]
GSM158910
[200]
GSM158911
[201]
GSM158912
[202]
GSM158913
[203]
GSM158914
[204]
GSM158915
[205]
GSM158916
[206]
GSM158917
[207]
GSM158918
[208]
GSM158919
[209]
GSM158920
[210]
GSM158921
[211]
GSM158922
[212]
GSM158923
[213]
GSM158924
[214]
GSM158925
[215]
GSM158926
[216]
GSM158927
[217]
GSM158928
[218]
GSM158929
[219]
GSM158930
[220]
GSM158931
[221]
GSM158932
[222]
GSM158933
[223]
GSM158934
[224]
GSM158935
[225]
GSM158936
[226]
GSM158937
[227]
GSM158938
[228]
GSM158939
[229]
GSM158940
[230]
GSM158941
[231]
GSM158942
[232]
GSM158943
[233]
GSM158944
[234]
GSM158945
[235]
GSM158946
[236]
GSM158947
[237]
GSM158948
[238]
GSM158949
[239]
GSM158950
[240]
GSM158951
[241]
GSM158952
[242]
GSM158953
[243]
GSM158954
[244]
GSM158955
[245]
GSM158956
[246]
GSM158957
[247]
GSM158958
[248]
GSM158959
[249]
GSM158960
[250]
GSM158961
[251]
GSM158962
[252]
GSM158963
[253]
GSM158964
[254]
GSM158965
[255]
GSM158966
[256]
GSM158967
[257]
GSM158968
[258]
GSM158969
[259]
GSM158970
[260]
GSM158971
[261]
GSM158972
[262]
GSM158973
[263]
GSM158974
[264]
GSM158975
[265]
GSM158976
[266]
GSM158977
[267]
GSM158978
[268]
GSM158979
[269]
GSM158980
[270]
GSM158981
[271]
GSM158982
[272]
GSM158983
[273]
GSM158984
[274]
GSM158985
[275]
GSM158986
[276]
GSM158987
[277]
GSM158988
[278]
GSM158989
[279]
GSM158990
[280]
GSM158991
[281]
GSM158992
[282]
GSM158993
[283]
GSM158994
[284]
GSM158995
[285]
GSM158996
[286]
GSM158997
[287]
GSM158998
[288]
GSM158999
[289]
GSM159000
[290]
GSM159001
[291]
GSM159002
[292]
GSM159003
[293]
GSM159004
[294]
GSM159005
[295]
GSM159006
[296]
GSM159007
[297]
GSM159008
[298]
GSM159009
[299]
GSM159010
[300]
GSM159011
[301]
GSM159012
[302]
GSM159013
[303]
GSM159014
[304]
GSM159015
[305]
GSM159016
[306]
GSM159017
[307]
GSM159018
[308]
GSM159019
[309]
GSM159020
[310]
GSM159021
[311]
GSM159022
[312]
GSM159023
[313]
GSM159024
[314]
GSM159025
[315]
GSM159026
[316]
GSM159027
[317]
GSM159028
[318]
GSM159029
[319]
GSM159030
[320]
GSM159031
[321]
GSM159032
[322]
GSM159033
[323]
GSM159034
[324]
GSM159035
[325]
GSM159036
[326]
GSM159037
[327]
GSM159038
[328]
GSM159039
[329]
GSM159040
[330]
GSM159041
[331]
GSM159042
[332]
GSM159043
[333]
GSM159044
[334]
GSM159045
[335]
GSM159046
[336]
GSM159047
[337]
GSM159048
[338]
GSM159049
[339]
GSM159050
[340]
GSM159051
[341]
GSM159052
[342]
GSM159053
[343]
GSM159054
[344]
GSM159055
[345]
GSM159056
[346]
GSM159057
[347]
GSM159058
[348]
GSM159059
[349]
GSM159060
[350]
GSM159061
[351]
GSM159062
[352]
GSM159063
[353]
GSM159064
[354]
GSM159065
[355]
GSM159066
[356]
GSM159067
[357]
GSM159068
[358]
GSM159069
[359]
GSM159070
[360]
GSM159071
[361]
GSM159072
[362]
GSM159073
[363]
GSM159074
[364]
GSM159075
[365]
GSM159076
[366]
GSM159077
[367]
GSM159078
[368]
GSM159079
[369]
GSM159080
[370]
GSM159081
[371]
GSM159082
[372]
GSM159083
[373]
GSM159084
[374]
GSM159085
[375]
GSM159086
[376]
GSM159087
[377]
GSM159088
[378]
GSM159089
[379]
GSM159090
[380]
GSM159091
[381]
GSM159092
[382]
GSM159093
[383]
GSM159094
[384]
GSM159095
[385]
GSM159096
[386]
GSM159097
[387]
GSM159098
[388]
GSM159099
[389]
GSM159100
[390]
GSM159101
[391]
GSM159102
[392]
GSM159103
[393]
GSM159104
[394]
GSM159105
[395]
GSM159106
[396]
GSM159107
[397]
GSM159108
[398]
GSM159109
[399]
GSM159110
[400]
GSM159111
[401]
GSM159112
[402]
GSM159113
[403]
GSM159114
[404]
GSM159115
[405]
GSM159116
[406]
GSM159117
[407]
GSM159118
[408]
GSM159119
[409]
GSM159120
[410]
GSM159121
[411]
GSM159122
[412]
GSM159123
[413]
GSM159124
[414]
GSM159125
[415]
GSM159126
[416]
GSM159127
[417]
GSM159128
[418]
GSM159129
[419]
GSM159130
[420]
GSM159131
[421]
GSM159132
[422]
GSM159133
[423]
GSM159134
[424]
GSM159135
[425]
GSM159136
[426]
GSM159137
[427]
GSM159138
[428]
GSM159139
[429]
GSM159140
[430]
GSM159141
[431]
GSM159142
[432]
GSM159143
[433]
GSM159144
[434]
GSM159145
[435]
GSM159146
[436]
GSM159147
[437]
GSM159148
[438]
GSM159149
[439]
GSM159150
[440]
GSM159151
[441]
GSM159152
[442]
GSM159153
[443]
GSM159154
[444]
GSM159155
[445]
GSM159156
[446]
GSM159157
[447]
GSM159158
[448]
GSM159159
[449]
GSM159160
[450]
GSM159161
[451]
GSM159162
[452]
GSM159163
[453]
GSM159164
[454]
GSM159165
[455]
GSM159166
[456]
GSM159167
[457]
GSM159168
[458]
GSM159169
[459]
GSM159170
[460]
GSM159171
[461]
GSM768679
[462]
GSM768680
[463]
GSM768681
[464]
GSM768682
[465]
GSM768683
[466]
GSM768684
[467]
GSM768685
[468]
GSM768686
[469]
GSM768687
[470]
GSM768688
[471]
GSM768689
[472]
GSM768690
[473]
GSM768691
[474]
GSM768692
[475]
GSM768693
[476]
GSM768694
[477]
GSM768695
[478]
GSM768696
[479]
GSM768697
[480]
GSM768698
[481]
GSM768699
[482]
GSM768700
[483]
GSM768701
[484]
GSM768702
[485]
GSM768703
[486]
GSM768704
[487]
GSM768705
[488]
GSM768706
[489]
GSM768707
[490]
GSM768708
[491]
GSM768709
[492]
GSM768710
[493]
GSM768711
[494]
GSM768712
[495]
GSM768713
[496]
GSM768714
[497]
GSM768715
[498]
GSM768716
[499]
GSM768717
[500]
GSM768718
[501]
GSM768719
[502]
GSM768720
[503]
GSM768721
[504]
GSM768722
[505]
GSM768723
[506]
GSM768724
[507]
GSM768725
[508]
GSM768726
[509]
GSM768727
[510]
GSM768728
[511]
GSM768729
[512]
GSM768730
[513]
GSM768731
[514]
GSM768732
[515]
GSM768733
[516]
GSM768734
[517]
GSM768735
[518]
GSM768736
[519]
GSM768737
[520]
GSM768738
[521]
GSM768739
[522]
GSM768740
[523]
GSM768741
[524]
GSM768742
[525]
GSM768743
[526]
GSM768744
[527]
GSM768745
[528]
GSM768746
[529]
GSM768747
[530]
GSM768748
[531]
GSM768749
[532]
GSM768750
[533]
GSM768751
[534]
GSM768752
[535]
GSM768753
[536]
GSM768754
sample_count
537
group_sizes
null
group_sizes_basis
null
platform
570
taxon
Homo sapiens
title
Acute myeloid leukemia samples of samples =< 60yrs on HG-U133 plus 2
resolution_checked_at
2026-11-01T15:39:55Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[3] object · 15 fields
id
data:geo:GSE71014
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=GSE71014
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE71014
version
null
note
All the databases or datasets used in this study can be found in online repositories with corresponding websites mentioned in the article.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
All the databases or datasets used in this study can be found in online repositories with corresponding websites mentioned in the article.
access_statement_kind
data_availability_statement
sample_accessions array · 104 items
[0]
GSM1825455
[1]
GSM1825456
[2]
GSM1825457
[3]
GSM1825458
[4]
GSM1825459
[5]
GSM1825460
[6]
GSM1825461
[7]
GSM1825462
[8]
GSM1825463
[9]
GSM1825464
[10]
GSM1825465
[11]
GSM1825466
[12]
GSM1825467
[13]
GSM1825468
[14]
GSM1825469
[15]
GSM1825470
[16]
GSM1825471
[17]
GSM1825472
[18]
GSM1825473
[19]
GSM1825474
[20]
GSM1825475
[21]
GSM1825476
[22]
GSM1825477
[23]
GSM1825478
[24]
GSM1825479
[25]
GSM1825480
[26]
GSM1825481
[27]
GSM1825482
[28]
GSM1825483
[29]
GSM1825484
[30]
GSM1825485
[31]
GSM1825486
[32]
GSM1825487
[33]
GSM1825488
[34]
GSM1825489
[35]
GSM1825490
[36]
GSM1825491
[37]
GSM1825492
[38]
GSM1825493
[39]
GSM1825494
[40]
GSM1825495
[41]
GSM1825496
[42]
GSM1825497
[43]
GSM1825498
[44]
GSM1825499
[45]
GSM1825500
[46]
GSM1825501
[47]
GSM1825502
[48]
GSM1825503
[49]
GSM1825504
[50]
GSM1825505
[51]
GSM1825506
[52]
GSM1825507
[53]
GSM1825508
[54]
GSM1825509
[55]
GSM1825510
[56]
GSM1825511
[57]
GSM1825512
[58]
GSM1825513
[59]
GSM1825514
[60]
GSM1825515
[61]
GSM1825516
[62]
GSM1825517
[63]
GSM1825518
[64]
GSM1825519
[65]
GSM1825520
[66]
GSM1825521
[67]
GSM1825522
[68]
GSM1825523
[69]
GSM1825524
[70]
GSM1825525
[71]
GSM1825526
[72]
GSM1825527
[73]
GSM1825528
[74]
GSM1825529
[75]
GSM1825530
[76]
GSM1825531
[77]
GSM1825532
[78]
GSM1825533
[79]
GSM1825534
[80]
GSM1825535
[81]
GSM1825536
[82]
GSM1825537
[83]
GSM1825538
[84]
GSM1825539
[85]
GSM1825540
[86]
GSM1825541
[87]
GSM1825542
[88]
GSM1825543
[89]
GSM1825544
[90]
GSM1825545
[91]
GSM1825546
[92]
GSM1825547
[93]
GSM1825548
[94]
GSM1825549
[95]
GSM1825550
[96]
GSM1825551
[97]
GSM1825552
[98]
GSM1825553
[99]
GSM1825554
[100]
GSM1825555
[101]
GSM1825556
[102]
GSM1825557
[103]
GSM1825558
sample_count
104
group_sizes
null
group_sizes_basis
null
platform
10558
taxon
Homo sapiens
title
An mRNA Expression Signature for Prognostication in De Novo Acute Myeloid Leukemia Patients with Normal Karyotype
resolution_checked_at
2026-11-01T15:39:55Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
gaps array · 6 items
[0]
asset:data:geo:GSE12417 not downloaded
[1]
asset:data:geo:GSE12417 licence not read
[2]
asset:data:geo:GSE6891 not downloaded
[3]
asset:data:geo:GSE6891 licence not read
[4]
asset:data:geo:GSE71014 not downloaded
[5]
asset:data:geo:GSE71014 licence not read
analysis object · 4 fields
state
complete
methods array · 3 items
[0] object · 10 fields
id
method-1
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
[1] object · 10 fields
id
method-2
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
0.7
band
medium
quote
Cox regression
[2] object · 10 fields
id
method-3
family
diagnostic_evaluation
specific
roc
label
Diagnostic test evaluation
dsl_operations array · 6 items
[0]
confusion_counts
[1]
roc_curve
[2]
sensitivity_specificity
[3]
solve_confusion_matrix
[4]
classification_metrics
[5]
published_precision_envelope
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[0]
reference_standard_and_test
evidence object · 3 fields
score
0.8
band
high
quote
ROC analysis
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]
survival_km
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: kaplan_meier.
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 · 3 items
[0]
GSE6891
[1]
GSE71014
[2]
GSE12417
resolved_accessions array · 3 items
[0]
GSE6891
[1]
GSE71014
[2]
GSE12417
statements array · 1 item
[0]
All the databases or datasets used in this study can be found in online repositories with corresponding websites mentioned in the article.
basis
The paper names GSE6891, GSE71014, GSE12417 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]
survival_km
assets array · 2 items
[0]
source:pmid:39610460
[1]
data:geo:GSE12417
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:GSE12417
gaps array · 0 items
review object · 5 fields
state
partial
machine_critique object · 5 fields
kind
extraction_review
reader object · 5 fields
model
MiniMax-M3.1-Flash
provider
minimax
provider_family
minimax
read_at
2026-11-01T19:40:03Z
independence
single_reader
evidence_check object · 2 fields
method
null
availability
verbatim
calls
5
usage object · 3 fields
prompt_tokens
10139
completion_tokens
1453
cached_tokens
256
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:39610460
type
paper
label
pmid:39610460
[1] object · 3 fields
id
source:pmid:39610460
type
manuscript
label
PMID 39610460 full text
[2] object · 3 fields
id
data:geo:GSE12417
type
dataset
label
GEO GSE12417
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:39610460
type
paper
label
pmid:39610460
[1] object · 3 fields
id
source:pmid:39610460
type
manuscript
label
PMID 39610460 full text
[2] object · 3 fields
id
data:geo:GSE12417
type
dataset
label
GEO GSE12417
agent
agent:corpus-assay-engine
[1] object · 4 fields
id
activity-read-39610460
type
extraction
used array · 1 item
[0]
source:pmid:39610460
agent
agent:minimax-reader
[2] object · 4 fields
id
activity-resolve-GSE12417
type
accession_resolution
used array · 1 item
[0]
data:geo:GSE12417
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:39610460
parent_hash
sha256:6ba597c462478ecde42633542afd3615db8502eea1aec65354fbd7d88f1448f9
fork_of
null
gaps array · 10 items
[0]
asset:data:geo:GSE12417 licence not read
[1]
asset:data:geo:GSE12417 not downloaded
[2]
asset:data:geo:GSE6891 licence not read
[3]
asset:data:geo:GSE6891 not downloaded
[4]
asset:data:geo:GSE71014 licence not read
[5]
asset:data:geo:GSE71014 not downloaded
[6]
execution.not_run
[7]
review.human_critique
[8]
review.independent_reader
[9]
review.machine_critique
assays array · 6 items
[0] object · 11 fields
role
data_generation
definition_id
flow_cytometry
definition_version
99e1195c7d6f
required_operations array · 0 items
support_state
partial
source_hashes object · 1 field
assay_lexicon
99e1195c7d6f
confidence
0.93
evidence array · 1 item
[0]
ated using the Cell Counting Kit-8 assay and flow cytometry. Gene set enrichment analysis (GSEA) analysi
order_basis
paper_text_order:998
id
assay:1
[1] object · 11 fields
role
data_generation
definition_id
western_blot
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]
set enrichment analysis (GSEA) analysis and Western blotting were performed to explore the mechanism of M
[1]
ptosis in AML cells (all p < 0.05). GSEA and Western blotting demonstrated that ME1 regulates the IL-6/JAK
order_basis
paper_text_order:1064
id
assay:2
[2] object · 11 fields
role
data_generation
definition_id
transfection
definition_version
99e1195c7d6f
required_operations array · 0 items
support_state
partial
source_hashes object · 1 field
assay_lexicon
99e1195c7d6f
confidence
0.85
evidence array · 1 item
[0]
curve = 0.69, 0.75, 0.79, respectively). ME1 knockdown significantly inhibited proliferation and in
order_basis
paper_text_order:1947
id
assay:3
[3] object · 11 fields
role
data_generation
definition_id
apoptosis_assay
definition_version
99e1195c7d6f
required_operations array · 0 items
support_state
partial
source_hashes object · 1 field
assay_lexicon
99e1195c7d6f
confidence
0.69
evidence array · 1 item
[0]
cantly inhibited proliferation and increased apoptosis in AML cells (all p < 0.05). GSEA and Wester
order_basis
paper_text_order:2009
id
assay:4
[4] object · 11 fields
role
data_generation
definition_id
microarray
definition_version
99e1195c7d6f
required_operations array · 0 items
support_state
partial
source_hashes object · 1 field
assay_lexicon
99e1195c7d6f
confidence
0.93
evidence array · 1 item
[0]
.gdc.cancer.gov/) for analysis. Three CN-AML microarray datasets from the Gene Expression Omnibus (G
order_basis
paper_text_order:2709
id
assay:5
[5] object · 11 fields
role
analysis
definition_id
survival_analysis
definition_version
f2132e96ae6c7a4e
required_operations array · 1 item
[0]
survival_km
support_state
supported
source_hashes object · 1 field
dsl_catalogue
f2132e96ae6c7a4e
evidence array · 1 item
[0]
Kaplan-Meier
order_basis
consumes_earlier_output
id
assay:6
Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:39610460", "kind": "science-record", "revision": 3, "content_hash": "sha256:8b65e6d2dc6455ca0d7047b290d88409ed12e5b53f11801d4dc36d37bdf5eeb9", "created_at": "2026-11-01T20:29:52Z", "updated_at": "2026-11-01T22:13:12Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "High expression of malic enzyme 1 predicts adverse prognosis in patients with cytogenetically normal acute myeloid leukaemia and promotes leukaemogenesis through the IL-6/JAK2/STAT3 pathways.", "doi": "10.1177/20406207241301948", "pmid": "39610460", "authors": ["Chang Zhang", "Wenlu Li", "Fei Wu", "Zhongwei Lu", "Piaorong Zeng", "Zeyu Luo", "Yixiong Cao", "Feng Wen", "Junjun Li", "Xi Chen", "Fujue Wang"], "journal": "Therapeutic advances in hematology", "year": 2024, "abstract": "Background: Progress in improving risk stratification methods for patients with cytogenetically normal acute myeloid leukaemia (CN-AML) remains limited. This study investigates the prognostic significance and potential functional mechanism of malic enzyme 1 (ME1) in CN-AML.\nMethods: Gene expression and clinical data of patients with CN-AML were obtained from the Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) datasets, which were subjected to analysis. The prognostic significance of ME1 was assessed through Kaplan-Meier survival analysis, as well as univariate and multivariate Cox regression analyses. A novel risk model based on ME1 expression levels was developed using TCGA data for predicting CN-AML prognosis. Furthermore, the impact of ME1 silencing on AML cell lines was investigated using the Cell Counting Kit-8 assay and flow cytometry. Gene set enrichment analysis (GSEA) analysis and Western blotting were performed to explore the mechanism of ME1 in CN-AML.\nResults: CN-AML patients expressing higher ME1 levels exhibited shorter event-free survival (EFS) and overall survival (OS) compared to those with lower ME1 expression in the TCGA and multiple GEO datasets (all p < 0.05). Univariate and multivariate Cox regression analyses indicated that ME1 expression served as an independent prognostic factor for the EFS (p = 0.024 in TCGA, p = 0.035 in GSE6891) and OS (p = 0.039 in TCGA, p = 0.008 in GSE6891) in patients with CN-AML. The developed risk model demonstrated that patients with CN-AML in the high-risk group had worse survival than those in the low-risk group (hazard ratio: 2.67, 95% confidence interval: 1.54-4.65, p < 0.001) and exhibited strong predictive accuracy for 1-, 3- and 5-year OS (area under the curve = 0.69, 0.75, 0.79, respectively). ME1 knockdown significantly inhibited proliferation and increased apoptosis in AML cells (all p < 0.05). GSEA and Western blotting demonstrated that ME1 regulates the IL-6/JAK2/STAT3 pathway in CN-AML.\nConclusion: Elevated ME1 expression serves as an indicator of poorer prognosis in patients with CN-AML, potentially facilitating leukaemogenesis through the IL-6/JAK2/STAT3 pathway. This suggests that ME1 could be a promising prognostic biomarker and therapeutic target for CN-AML.", "claims": [{"id": "claim-data-access", "statement": "All the databases or datasets used in this study can be found in online repositories with corresponding websites mentioned in the article.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:39610460", "locator": "sections[24] \"Declarations\" paragraph 2", "quote": "All the databases or datasets used in this study can be found in online repositories with corresponding websites mentioned in the article."}], "state": "complete"}, {"id": "claim-target-result", "statement": "ME1 expression was an independent prognostic factor for EFS and OS in patients with CN-AML.", "kind": "qualitative", "target": null, "evidence": [{"asset": "source:pmid:39610460", "locator": "sections[0] \"Abstract\" paragraph 3", "quote": "Univariate and multivariate Cox regression analyses indicated that ME1 expression served as an independent prognostic factor for the EFS (p = 0.024 in TCGA, p = 0.035 in GSE6891) and OS (p = 0.039 in TCGA, p = 0.008 in GSE6891) in patients with CN-AML."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": "ME1 expression was an independent prognostic factor for EFS and OS in patients with CN-AML.", "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:39610460"], "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:GSE12417"], "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:GSE12417"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:39610460", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1177/20406207241301948", "sha256": "sha256:1c49db4c00ab769b21871868d6787da5bdce7fa9ef673b98e24e994012379464", "bytes": 33280, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.1177/20406207241301948", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC11603458", "source": "europe_pmc_fulltext", "coverage": "whole_body_without_references", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:GSE12417", "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=GSE12417", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE12417", "version": null, "note": "All the databases or datasets used in this study can be found in online repositories with corresponding websites mentioned in the article.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "All the databases or datasets used in this study can be found in online repositories with corresponding websites mentioned in the article.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM311598", "GSM311599", "GSM311600", "GSM311601", "GSM311602", "GSM311603", "GSM311604", "GSM311605", "GSM311606", "GSM311607", "GSM311608", "GSM311609", "GSM311610", "GSM311611", "GSM311612", "GSM311613", "GSM311614", "GSM311615", "GSM311616", "GSM311617", "GSM311618", "GSM311619", "GSM311620", "GSM311621", "GSM311622", "GSM311623", "GSM311624", "GSM311625", "GSM311626", "GSM311627", "GSM311628", "GSM311629", "GSM311630", "GSM311631", "GSM311632", "GSM311633", "GSM311634", "GSM311635", "GSM311636", "GSM311637", "GSM311638", "GSM311639", "GSM311640", "GSM311641", "GSM311642", "GSM311643", "GSM311644", "GSM311645", "GSM311646", "GSM311647", "GSM311648", "GSM311649", "GSM311650", "GSM311651", "GSM311652", "GSM311653", "GSM311654", "GSM311655", "GSM311656", "GSM311657", "GSM311658", "GSM311659", "GSM311660", "GSM311661", "GSM311662", "GSM311663", "GSM311664", "GSM311665", "GSM311666", "GSM311667", "GSM311668", "GSM311669", "GSM311670", "GSM311671", "GSM311672", "GSM311673", "GSM311674", "GSM311675", "GSM311676", "GSM311677", "GSM311678", "GSM311679", "GSM311680", "GSM311681", "GSM311682", "GSM311683", "GSM311684", "GSM311685", "GSM311686", "GSM311687", "GSM311688", "GSM311689", "GSM311690", "GSM311691", "GSM311692", "GSM311693", "GSM311694", "GSM311695", "GSM311696", "GSM311697", "GSM311698", "GSM311699", "GSM311700", "GSM311701", "GSM311702", "GSM311703", "GSM311704", "GSM311705", "GSM311706", "GSM311707", "GSM311708", "GSM311709", "GSM311710", "GSM311711", "GSM311712", "GSM311713", "GSM311714", "GSM311715", "GSM311716", "GSM311717", "GSM311718", "GSM311719", "GSM311720", "GSM311721", "GSM311722", "GSM311723", "GSM311724", "GSM311725", "GSM311726", "GSM311727", "GSM311728", "GSM311729", "GSM311730", "GSM311731", "GSM311732", "GSM311733", "GSM311734", "GSM311735", "GSM311736", "GSM311737", "GSM311738", "GSM311739", "GSM311740", "GSM311741", "GSM311742", "GSM311743", "GSM311744", "GSM311745", "GSM311746", "GSM311747", "GSM311748", "GSM311749", "GSM311750", "GSM311751", "GSM311752", "GSM311753", "GSM311754", "GSM311755", "GSM311756", "GSM311757", "GSM311758", "GSM311759", "GSM311760", "GSM311761", "GSM311762", "GSM311763", "GSM311764", "GSM311765", "GSM311766", "GSM311767", "GSM311768", "GSM311769", "GSM311770", "GSM311771", "GSM311772", "GSM311773", "GSM311774", "GSM311775", "GSM311776", "GSM311777", "GSM311778", "GSM311779", "GSM311780", "GSM311781", "GSM311782", "GSM311783", "GSM311784", "GSM311785", "GSM311786", "GSM311787", "GSM311788", "GSM311789", "GSM311790", "GSM311791", "GSM311792", "GSM311793", "GSM311794", "GSM311795", "GSM311796", "GSM311797", "GSM311798", "GSM311799", "GSM311800", "GSM311801", "GSM311802", "GSM311803", "GSM311804", "GSM311805", "GSM311806", "GSM311807", "GSM311808", "GSM311809", "GSM311810", "GSM311811", "GSM311812", "GSM311813", "GSM311814", "GSM311815", "GSM311816", "GSM311817", "GSM311818", "GSM311819", "GSM311820", "GSM311821", "GSM311822", "GSM311823", "GSM311824", "GSM311825", "GSM311826", "GSM311827", "GSM311828", "GSM311829", "GSM311830", "GSM311831", "GSM311832", "GSM311833", "GSM311834", "GSM311835", "GSM311836", "GSM311837", "GSM311838", "GSM311839", "GSM311840", "GSM311841", "GSM311842", "GSM311843", "GSM311844", "GSM311845", "GSM311846", "GSM311847", "GSM311848", "GSM311849", "GSM311850", "GSM311851", "GSM311852", "GSM311853", "GSM311854", "GSM311855", "GSM311856", "GSM311857", "GSM311858", "GSM311859", "GSM311860", "GSM311861", "GSM311862", "GSM311863", "GSM311864", "GSM311865", "GSM311866", "GSM311867", "GSM311868", "GSM311869", "GSM311870", "GSM311871", "GSM311872", "GSM311873", "GSM311874", "GSM311875", "GSM311876", "GSM311877", "GSM311878", "GSM311879", "GSM311880", "GSM311881", "GSM311882", "GSM311883", "GSM311884", "GSM311885", "GSM311886", "GSM311887", "GSM311888", "GSM311889", "GSM311890", "GSM311891", "GSM311892", "GSM311893", "GSM311894", "GSM311895", "GSM311896", "GSM311897", "GSM311898", "GSM311899", "GSM311900", "GSM311901", "GSM311902", "GSM311903", "GSM311904", "GSM311905", "GSM311906", "GSM311907", "GSM311908", "GSM311909", "GSM311910", "GSM311911", "GSM311912", "GSM311913", "GSM311914", "GSM311915", "GSM311916", "GSM311917", "GSM311918", "GSM311919", "GSM311920", "GSM311921", "GSM311922", "GSM311923", "GSM316652", "GSM316653", "GSM316654", "GSM316655", "GSM316656", "GSM316657", "GSM316658", "GSM316659", "GSM316660", "GSM316661", "GSM316662", "GSM316663", "GSM316664", "GSM316665", "GSM316666", "GSM316667", "GSM316668", "GSM316669", "GSM316670", "GSM316671", "GSM316672", "GSM316673", "GSM316674", "GSM316675", "GSM316676", "GSM316677", "GSM316678", "GSM316679", "GSM316680", "GSM316681", "GSM316682", "GSM316683", "GSM316684", "GSM316685", "GSM316686", "GSM316687", "GSM316688", "GSM316689", "GSM316690", "GSM316691", "GSM316692", "GSM316693", "GSM316694", "GSM316695", "GSM316696", "GSM316697", "GSM316698", "GSM316699", "GSM316700", "GSM316701", "GSM316702", "GSM316703", "GSM316704", "GSM316705", "GSM316706", "GSM316707", "GSM316708", "GSM316709", "GSM316710", "GSM316711", "GSM316712", "GSM316713", "GSM316714", "GSM316715", "GSM316716", "GSM316717", "GSM316718", "GSM316719", "GSM316720", "GSM316721", "GSM316722", "GSM316723", "GSM316724", "GSM316725", "GSM316726", "GSM316727", "GSM316728", "GSM316729", "GSM316730"], "sample_count": 405, "group_sizes": null, "group_sizes_basis": null, "platform": "570;96;97", "taxon": "Homo sapiens", "title": "Prognostic gene signature for normal karyotype AML", "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:GSE6891", "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=GSE6891", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE6891", "version": null, "note": "All the databases or datasets used in this study can be found in online repositories with corresponding websites mentioned in the article.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "All the databases or datasets used in this study can be found in online repositories with corresponding websites mentioned in the article.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM158711", "GSM158712", "GSM158713", "GSM158714", "GSM158715", "GSM158716", "GSM158717", "GSM158718", "GSM158719", "GSM158720", "GSM158721", "GSM158722", "GSM158723", "GSM158724", "GSM158725", "GSM158726", "GSM158727", "GSM158728", "GSM158729", "GSM158730", "GSM158731", "GSM158732", "GSM158733", "GSM158734", "GSM158735", "GSM158736", "GSM158737", "GSM158738", "GSM158739", "GSM158740", "GSM158741", "GSM158742", "GSM158743", "GSM158744", "GSM158745", "GSM158746", "GSM158747", "GSM158748", "GSM158749", "GSM158750", "GSM158751", "GSM158752", "GSM158753", "GSM158754", "GSM158755", "GSM158756", "GSM158757", "GSM158758", "GSM158759", "GSM158760", "GSM158761", "GSM158762", "GSM158763", "GSM158764", "GSM158765", "GSM158766", "GSM158767", "GSM158768", "GSM158769", "GSM158770", "GSM158771", "GSM158772", "GSM158773", "GSM158774", "GSM158775", "GSM158776", "GSM158777", "GSM158778", "GSM158779", "GSM158780", "GSM158781", "GSM158782", "GSM158783", "GSM158784", "GSM158785", "GSM158786", "GSM158787", "GSM158788", "GSM158789", "GSM158790", "GSM158791", "GSM158792", "GSM158793", "GSM158794", "GSM158795", "GSM158796", "GSM158797", "GSM158798", "GSM158799", "GSM158800", "GSM158801", "GSM158802", "GSM158803", "GSM158804", "GSM158805", "GSM158806", "GSM158807", "GSM158808", "GSM158809", "GSM158810", "GSM158811", "GSM158812", "GSM158813", "GSM158814", "GSM158815", "GSM158816", "GSM158817", "GSM158818", "GSM158819", "GSM158820", "GSM158821", "GSM158822", "GSM158823", "GSM158824", "GSM158825", "GSM158826", "GSM158827", "GSM158828", "GSM158829", "GSM158830", "GSM158831", "GSM158832", "GSM158833", "GSM158834", "GSM158835", "GSM158836", "GSM158837", "GSM158838", "GSM158839", "GSM158840", "GSM158841", "GSM158842", "GSM158843", "GSM158844", "GSM158845", "GSM158846", "GSM158847", "GSM158848", "GSM158849", "GSM158850", "GSM158851", "GSM158852", "GSM158853", "GSM158854", "GSM158855", "GSM158856", "GSM158857", "GSM158858", "GSM158859", "GSM158860", "GSM158861", "GSM158862", "GSM158863", "GSM158864", "GSM158865", "GSM158866", "GSM158867", "GSM158868", "GSM158869", "GSM158870", "GSM158871", "GSM158872", "GSM158873", "GSM158874", "GSM158875", "GSM158876", "GSM158877", "GSM158878", "GSM158879", "GSM158880", "GSM158881", "GSM158882", "GSM158883", "GSM158884", "GSM158885", "GSM158886", "GSM158887", "GSM158888", "GSM158889", "GSM158890", "GSM158891", "GSM158892", "GSM158893", "GSM158894", "GSM158895", "GSM158896", "GSM158897", "GSM158898", "GSM158899", "GSM158900", "GSM158901", "GSM158902", "GSM158903", "GSM158904", "GSM158905", "GSM158906", "GSM158907", "GSM158908", "GSM158909", "GSM158910", "GSM158911", "GSM158912", "GSM158913", "GSM158914", "GSM158915", "GSM158916", "GSM158917", "GSM158918", "GSM158919", "GSM158920", "GSM158921", "GSM158922", "GSM158923", "GSM158924", "GSM158925", "GSM158926", "GSM158927", "GSM158928", "GSM158929", "GSM158930", "GSM158931", "GSM158932", "GSM158933", "GSM158934", "GSM158935", "GSM158936", "GSM158937", "GSM158938", "GSM158939", "GSM158940", "GSM158941", "GSM158942", "GSM158943", "GSM158944", "GSM158945", "GSM158946", "GSM158947", "GSM158948", "GSM158949", "GSM158950", "GSM158951", "GSM158952", "GSM158953", "GSM158954", "GSM158955", "GSM158956", "GSM158957", "GSM158958", "GSM158959", "GSM158960", "GSM158961", "GSM158962", "GSM158963", "GSM158964", "GSM158965", "GSM158966", "GSM158967", "GSM158968", "GSM158969", "GSM158970", "GSM158971", "GSM158972", "GSM158973", "GSM158974", "GSM158975", "GSM158976", "GSM158977", "GSM158978", "GSM158979", "GSM158980", "GSM158981", "GSM158982", "GSM158983", "GSM158984", "GSM158985", "GSM158986", "GSM158987", "GSM158988", "GSM158989", "GSM158990", "GSM158991", "GSM158992", "GSM158993", "GSM158994", "GSM158995", "GSM158996", "GSM158997", "GSM158998", "GSM158999", "GSM159000", "GSM159001", "GSM159002", "GSM159003", "GSM159004", "GSM159005", "GSM159006", "GSM159007", "GSM159008", "GSM159009", "GSM159010", "GSM159011", "GSM159012", "GSM159013", "GSM159014", "GSM159015", "GSM159016", "GSM159017", "GSM159018", "GSM159019", "GSM159020", "GSM159021", "GSM159022", "GSM159023", "GSM159024", "GSM159025", "GSM159026", "GSM159027", "GSM159028", "GSM159029", "GSM159030", "GSM159031", "GSM159032", "GSM159033", "GSM159034", "GSM159035", "GSM159036", "GSM159037", "GSM159038", "GSM159039", "GSM159040", "GSM159041", "GSM159042", "GSM159043", "GSM159044", "GSM159045", "GSM159046", "GSM159047", "GSM159048", "GSM159049", "GSM159050", "GSM159051", "GSM159052", "GSM159053", "GSM159054", "GSM159055", "GSM159056", "GSM159057", "GSM159058", "GSM159059", "GSM159060", "GSM159061", "GSM159062", "GSM159063", "GSM159064", "GSM159065", "GSM159066", "GSM159067", "GSM159068", "GSM159069", "GSM159070", "GSM159071", "GSM159072", "GSM159073", "GSM159074", "GSM159075", "GSM159076", "GSM159077", "GSM159078", "GSM159079", "GSM159080", "GSM159081", "GSM159082", "GSM159083", "GSM159084", "GSM159085", "GSM159086", "GSM159087", "GSM159088", "GSM159089", "GSM159090", "GSM159091", "GSM159092", "GSM159093", "GSM159094", "GSM159095", "GSM159096", "GSM159097", "GSM159098", "GSM159099", "GSM159100", "GSM159101", "GSM159102", "GSM159103", "GSM159104", "GSM159105", "GSM159106", "GSM159107", "GSM159108", "GSM159109", "GSM159110", "GSM159111", "GSM159112", "GSM159113", "GSM159114", "GSM159115", "GSM159116", "GSM159117", "GSM159118", "GSM159119", "GSM159120", "GSM159121", "GSM159122", "GSM159123", "GSM159124", "GSM159125", "GSM159126", "GSM159127", "GSM159128", "GSM159129", "GSM159130", "GSM159131", "GSM159132", "GSM159133", "GSM159134", "GSM159135", "GSM159136", "GSM159137", "GSM159138", "GSM159139", "GSM159140", "GSM159141", "GSM159142", "GSM159143", "GSM159144", "GSM159145", "GSM159146", "GSM159147", "GSM159148", "GSM159149", "GSM159150", "GSM159151", "GSM159152", "GSM159153", "GSM159154", "GSM159155", "GSM159156", "GSM159157", "GSM159158", "GSM159159", "GSM159160", "GSM159161", "GSM159162", "GSM159163", "GSM159164", "GSM159165", "GSM159166", "GSM159167", "GSM159168", "GSM159169", "GSM159170", "GSM159171", "GSM768679", "GSM768680", "GSM768681", "GSM768682", "GSM768683", "GSM768684", "GSM768685", "GSM768686", "GSM768687", "GSM768688", "GSM768689", "GSM768690", "GSM768691", "GSM768692", "GSM768693", "GSM768694", "GSM768695", "GSM768696", "GSM768697", "GSM768698", "GSM768699", "GSM768700", "GSM768701", "GSM768702", "GSM768703", "GSM768704", "GSM768705", "GSM768706", "GSM768707", "GSM768708", "GSM768709", "GSM768710", "GSM768711", "GSM768712", "GSM768713", "GSM768714", "GSM768715", "GSM768716", "GSM768717", "GSM768718", "GSM768719", "GSM768720", "GSM768721", "GSM768722", "GSM768723", "GSM768724", "GSM768725", "GSM768726", "GSM768727", "GSM768728", "GSM768729", "GSM768730", "GSM768731", "GSM768732", "GSM768733", "GSM768734", "GSM768735", "GSM768736", "GSM768737", "GSM768738", "GSM768739", "GSM768740", "GSM768741", "GSM768742", "GSM768743", "GSM768744", "GSM768745", "GSM768746", "GSM768747", "GSM768748", "GSM768749", "GSM768750", "GSM768751", "GSM768752", "GSM768753", "GSM768754"], "sample_count": 537, "group_sizes": null, "group_sizes_basis": null, "platform": "570", "taxon": "Homo sapiens", "title": "Acute myeloid leukemia samples of samples =< 60yrs on HG-U133 plus 2", "resolution_checked_at": "2026-11-01T15:39:55Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "data:geo:GSE71014", "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=GSE71014", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE71014", "version": null, "note": "All the databases or datasets used in this study can be found in online repositories with corresponding websites mentioned in the article.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "All the databases or datasets used in this study can be found in online repositories with corresponding websites mentioned in the article.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM1825455", "GSM1825456", "GSM1825457", "GSM1825458", "GSM1825459", "GSM1825460", "GSM1825461", "GSM1825462", "GSM1825463", "GSM1825464", "GSM1825465", "GSM1825466", "GSM1825467", "GSM1825468", "GSM1825469", "GSM1825470", "GSM1825471", "GSM1825472", "GSM1825473", "GSM1825474", "GSM1825475", "GSM1825476", "GSM1825477", "GSM1825478", "GSM1825479", "GSM1825480", "GSM1825481", "GSM1825482", "GSM1825483", "GSM1825484", "GSM1825485", "GSM1825486", "GSM1825487", "GSM1825488", "GSM1825489", "GSM1825490", "GSM1825491", "GSM1825492", "GSM1825493", "GSM1825494", "GSM1825495", "GSM1825496", "GSM1825497", "GSM1825498", "GSM1825499", "GSM1825500", "GSM1825501", "GSM1825502", "GSM1825503", "GSM1825504", "GSM1825505", "GSM1825506", "GSM1825507", "GSM1825508", "GSM1825509", "GSM1825510", "GSM1825511", "GSM1825512", "GSM1825513", "GSM1825514", "GSM1825515", "GSM1825516", "GSM1825517", "GSM1825518", "GSM1825519", "GSM1825520", "GSM1825521", "GSM1825522", "GSM1825523", "GSM1825524", "GSM1825525", "GSM1825526", "GSM1825527", "GSM1825528", "GSM1825529", "GSM1825530", "GSM1825531", "GSM1825532", "GSM1825533", "GSM1825534", "GSM1825535", "GSM1825536", "GSM1825537", "GSM1825538", "GSM1825539", "GSM1825540", "GSM1825541", "GSM1825542", "GSM1825543", "GSM1825544", "GSM1825545", "GSM1825546", "GSM1825547", "GSM1825548", "GSM1825549", "GSM1825550", "GSM1825551", "GSM1825552", "GSM1825553", "GSM1825554", "GSM1825555", "GSM1825556", "GSM1825557", "GSM1825558"], "sample_count": 104, "group_sizes": null, "group_sizes_basis": null, "platform": "10558", "taxon": "Homo sapiens", "title": "An mRNA Expression Signature for Prognostication in De Novo Acute Myeloid Leukemia Patients with Normal Karyotype", "resolution_checked_at": "2026-11-01T15:39:55Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}], "gaps": ["asset:data:geo:GSE12417 not downloaded", "asset:data:geo:GSE12417 licence not read", "asset:data:geo:GSE6891 not downloaded", "asset:data:geo:GSE6891 licence not read", "asset:data:geo:GSE71014 not downloaded", "asset:data:geo:GSE71014 licence not read"]}, "analysis": {"state": "complete", "methods": [{"id": "method-1", "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-2", "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": 0.7, "band": "medium", "quote": "Cox regression"}}, {"id": "method-3", "family": "diagnostic_evaluation", "specific": "roc", "label": "Diagnostic test evaluation", "dsl_operations": ["confusion_counts", "roc_curve", "sensitivity_specificity", "solve_confusion_matrix", "classification_metrics", "published_precision_envelope"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["reference_standard_and_test"], "evidence": {"score": 0.8, "band": "high", "quote": "ROC analysis"}}], "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": ["survival_km"], "missing_operations": [], "basis": "The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: kaplan_meier."}, "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": ["GSE6891", "GSE71014", "GSE12417"], "resolved_accessions": ["GSE6891", "GSE71014", "GSE12417"], "statements": ["All the databases or datasets used in this study can be found in online repositories with corresponding websites mentioned in the article."], "basis": "The paper names GSE6891, GSE71014, GSE12417 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": ["survival_km"], "assets": ["source:pmid:39610460", "data:geo:GSE12417"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:GSE12417"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-11-01T19:40:03Z", "independence": "single_reader"}, "evidence_check": {"method": null, "availability": "verbatim"}, "calls": 5, "usage": {"prompt_tokens": 10139, "completion_tokens": 1453, "cached_tokens": 256}}, "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:39610460", "type": "paper", "label": "pmid:39610460"}, {"id": "source:pmid:39610460", "type": "manuscript", "label": "PMID 39610460 full text"}, {"id": "data:geo:GSE12417", "type": "dataset", "label": "GEO GSE12417"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:39610460", "type": "paper", "label": "pmid:39610460"}, {"id": "source:pmid:39610460", "type": "manuscript", "label": "PMID 39610460 full text"}, {"id": "data:geo:GSE12417", "type": "dataset", "label": "GEO GSE12417"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-39610460", "type": "extraction", "used": ["source:pmid:39610460"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-GSE12417", "type": "accession_resolution", "used": ["data:geo:GSE12417"], "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:39610460", "parent_hash": "sha256:6ba597c462478ecde42633542afd3615db8502eea1aec65354fbd7d88f1448f9", "fork_of": null, "generation": 2}, "gaps": ["asset:data:geo:GSE12417 licence not read", "asset:data:geo:GSE12417 not downloaded", "asset:data:geo:GSE6891 licence not read", "asset:data:geo:GSE6891 not downloaded", "asset:data:geo:GSE71014 licence not read", "asset:data:geo:GSE71014 not downloaded", "execution.not_run", "review.human_critique", "review.independent_reader", "review.machine_critique"], "assays": [{"role": "data_generation", "definition_id": "flow_cytometry", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.93, "evidence": ["ated using the Cell Counting Kit-8 assay and flow cytometry. Gene set enrichment analysis (GSEA) analysi"], "order_basis": "paper_text_order:998", "id": "assay:1"}, {"role": "data_generation", "definition_id": "western_blot", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.99, "evidence": ["set enrichment analysis (GSEA) analysis and Western blotting were performed to explore the mechanism of M", "ptosis in AML cells (all p < 0.05). GSEA and Western blotting demonstrated that ME1 regulates the IL-6/JAK"], "order_basis": "paper_text_order:1064", "id": "assay:2"}, {"role": "data_generation", "definition_id": "transfection", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.85, "evidence": ["curve = 0.69, 0.75, 0.79, respectively). ME1 knockdown significantly inhibited proliferation and in"], "order_basis": "paper_text_order:1947", "id": "assay:3"}, {"role": "data_generation", "definition_id": "apoptosis_assay", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.69, "evidence": ["cantly inhibited proliferation and increased apoptosis in AML cells (all p < 0.05). GSEA and Wester"], "order_basis": "paper_text_order:2009", "id": "assay:4"}, {"role": "data_generation", "definition_id": "microarray", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.93, "evidence": [".gdc.cancer.gov/) for analysis. Three CN-AML microarray datasets from the Gene Expression Omnibus (G"], "order_basis": "paper_text_order:2709", "id": "assay:5"}, {"role": "analysis", "definition_id": "survival_analysis", "definition_version": "f2132e96ae6c7a4e", "definition_digest": null, "required_operations": ["survival_km"], "support_state": "supported", "source_hashes": {"dsl_catalogue": "f2132e96ae6c7a4e"}, "confidence": 0.7, "evidence": ["Kaplan-Meier"], "order_basis": "consumes_earlier_output", "id": "assay:6"}]}