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pmid:33668573

Low Expression of IL-15 and NKT in Tumor Microenvironment Predicts Poor Outcome of MYCN-Non-Amplified Neuroblastoma.

Yu-Mei Liao · Tsai-Hsien Hung · John K Tung · John Yu · Ya-Ling Hsu · Jung-Tung Hung · Alice L Yu

Journal of personalized medicine · 2021 doi:10.3390/jpm11020122

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Experiment

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Data

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title
Low Expression of IL-15 and NKT in Tumor Microenvironment Predicts Poor Outcome of MYCN-Non-Amplified Neuroblastoma.
doi
10.3390/jpm11020122
pmid
33668573
authors array · 7 items
[0]
Yu-Mei Liao
[1]
Tsai-Hsien Hung
[2]
John K Tung
[3]
John Yu
[4]
Ya-Ling Hsu
[5]
Jung-Tung Hung
[6]
Alice L Yu
journal
Journal of personalized medicine
year
2021
abstract
Immune tumor microenvironment (TME) in neuroblastoma (NBL) contributes to tumor behavior and treatment response. T cells and natural killer (NK) cells have been shown to play important roles in the neuroblastoma TME. However, few reports address the clinical relevance of natural killer T cells (NKTs) and interleukin-15 (IL-15), one of the crucial cytokines controlling the activation and expansion of NK/NKT cells, in NBL. In this study, we examined NKT immunoscores and IL-15 expression in both MYCN-amplified and MYCN-non-amplified NBL to correlate with clinical outcomes such as event-free survival (EFS) and overall survival (OS). From Gene Expression Omnibus (GEO) datasets GSE45480 (n = 643) and GSE49711 (n = 493), we found that NKT immunoscore and IL-15 expression were both significantly lower in MYCN-amplified NBL, and similar results were observed using our clinical NBL samples (n = 53). Moreover, NBL patients (GEO dataset GSE49711 and our clinical samples) with both lower NKT immunoscore and IL-15 expression exhibited decreased EFS and OS regardless of MYCN gene amplification status. Multivariate analysis further showed that the combination of low NKT immunoscore and low IL-15 expression level was an independent prognostic factor for poor EFS and OS in our NBL patients. These findings provide the rationale for the development of strategy to incorporate IL-15 and NKT cell therapy into the treatment regimen for neuroblastoma.
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Survival curves were plotted using the Kaplan–Meier method, with the log-rank test applied for comparison. The Cox proportional hazards regression model was employed to identify independent prognostic factors.
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Survival curves were plotted using the Kaplan–Meier method, with the log-rank test applied for comparison. The Cox proportional hazards regression model was employed to identify independent prognostic factors.
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The GEO data presented in this study are openly available in GSE49711 and GSE45480. The archival sample data presented in this study are available on request from the corresponding author. The data are not publicly available due to ethical.
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sections[22] "Data Availability Statement" paragraph 2
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The GEO data presented in this study are openly available in GSE49711 and GSE45480. The archival sample data presented in this study are available on request from the corresponding author. The data are not publicly available due to ethical.
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The GEO data presented in this study are openly available in GSE49711 and GSE45480. The archival sample data presented in this study are available on request from the corresponding author. The data are not publicly available due to ethical.
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[484]
GSM1108653
[485]
GSM1108654
[486]
GSM1108655
[487]
GSM1108656
[488]
GSM1108657
[489]
GSM1108658
[490]
GSM1108659
[491]
GSM1108660
[492]
GSM1108661
[493]
GSM1108662
[494]
GSM1108663
[495]
GSM1108664
[496]
GSM1108665
[497]
GSM1108666
[498]
GSM1108667
[499]
GSM1108668
[500]
GSM1108669
[501]
GSM1108670
[502]
GSM1108671
[503]
GSM1108672
[504]
GSM1108673
[505]
GSM1108674
[506]
GSM1108675
[507]
GSM1108676
[508]
GSM1108677
[509]
GSM1108678
[510]
GSM1108679
[511]
GSM1108680
[512]
GSM1108681
[513]
GSM1108682
[514]
GSM1108683
[515]
GSM1108684
[516]
GSM1108685
[517]
GSM1108686
[518]
GSM1108687
[519]
GSM1108688
[520]
GSM1108689
[521]
GSM1108690
[522]
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[523]
GSM1108692
[524]
GSM1108693
[525]
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[526]
GSM1108695
[527]
GSM1108696
[528]
GSM1108697
[529]
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[530]
GSM1108699
[531]
GSM1108700
[532]
GSM1108701
[533]
GSM1108702
[534]
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[535]
GSM1108704
[536]
GSM1108705
[537]
GSM1108706
[538]
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[539]
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[540]
GSM1108709
[541]
GSM1108710
[542]
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[543]
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[544]
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[545]
GSM1108714
[546]
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[547]
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[548]
GSM1108717
[549]
GSM1108718
[550]
GSM1108719
[551]
GSM1108720
[552]
GSM1108721
[553]
GSM1108722
[554]
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[555]
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[556]
GSM1108725
[557]
GSM1108726
[558]
GSM1108727
[559]
GSM1108728
[560]
GSM1108729
[561]
GSM1108730
[562]
GSM1108731
[563]
GSM1108732
[564]
GSM1108733
[565]
GSM1108734
[566]
GSM1108735
[567]
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[568]
GSM1108737
[569]
GSM1108738
[570]
GSM1108739
[571]
GSM1108740
[572]
GSM1108741
[573]
GSM1108742
[574]
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[575]
GSM1108744
[576]
GSM1108745
[577]
GSM1108746
[578]
GSM1108747
[579]
GSM1108748
[580]
GSM1108749
[581]
GSM1108750
[582]
GSM1108751
[583]
GSM1108752
[584]
GSM1108753
[585]
GSM1108754
[586]
GSM1108755
[587]
GSM1108756
[588]
GSM1108757
[589]
GSM1108758
[590]
GSM1108759
[591]
GSM1108760
[592]
GSM1108761
[593]
GSM1108762
[594]
GSM1108763
[595]
GSM1108764
[596]
GSM1108765
[597]
GSM1108766
[598]
GSM1108767
[599]
GSM1108768
[600]
GSM1108769
[601]
GSM1108770
[602]
GSM1108771
[603]
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[604]
GSM1108773
[605]
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[606]
GSM1108775
[607]
GSM1108776
[608]
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[609]
GSM1108778
[610]
GSM1108779
[611]
GSM1108780
[612]
GSM1108781
[613]
GSM1108782
[614]
GSM1108783
[615]
GSM1108784
[616]
GSM1108785
[617]
GSM1108786
[618]
GSM1108787
[619]
GSM1108788
[620]
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[621]
GSM1108790
[622]
GSM1108791
[623]
GSM1108792
[624]
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[625]
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[626]
GSM1108795
[627]
GSM1108796
[628]
GSM1108797
[629]
GSM1108798
[630]
GSM1108799
[631]
GSM1108800
[632]
GSM1108801
[633]
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[634]
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[635]
GSM1108804
[636]
GSM1108805
[637]
GSM1108806
[638]
GSM1108807
[639]
GSM1108808
[640]
GSM1108809
[641]
GSM1108810
[642]
GSM1108811
[643]
GSM1108812
[644]
GSM1108813
[645]
GSM1108814
[646]
GSM1108815
[647]
GSM1108816
[648]
GSM1108817
[649]
GSM1108818
[650]
GSM1108819
[651]
GSM1108820
[652]
GSM1108821
[653]
GSM1108822
[654]
GSM1108823
[655]
GSM1108824
[656]
GSM1108825
[657]
GSM1108826
[658]
GSM1108827
[659]
GSM1108828
[660]
GSM1108829
[661]
GSM1108830
[662]
GSM1108831
[663]
GSM1108832
[664]
GSM1108833
[665]
GSM1108834
[666]
GSM1108835
[667]
GSM1108836
[668]
GSM1108837
[669]
GSM1108838
[670]
GSM1108839
[671]
GSM1108840
[672]
GSM1108841
[673]
GSM1108842
[674]
GSM1108843
[675]
GSM1108844
[676]
GSM1108845
[677]
GSM1108846
[678]
GSM1108847
[679]
GSM1108848
[680]
GSM1108849
[681]
GSM1108850
[682]
GSM1108851
[683]
GSM1108852
[684]
GSM1108853
[685]
GSM1108854
[686]
GSM1108855
[687]
GSM1108856
[688]
GSM1108857
[689]
GSM1108858
[690]
GSM1108859
[691]
GSM1108860
[692]
GSM1108861
[693]
GSM1108862
[694]
GSM1108863
[695]
GSM1108864
[696]
GSM1108865
[697]
GSM1108866
[698]
GSM1108867
[699]
GSM1108868
[700]
GSM1108869
[701]
GSM1108870
[702]
GSM1108871
[703]
GSM1108872
[704]
GSM1108873
[705]
GSM1108874
[706]
GSM1108875
[707]
GSM1108876
[708]
GSM1108877
[709]
GSM1108878
[710]
GSM1108879
[711]
GSM1108880
[712]
GSM1108881
[713]
GSM1108882
[714]
GSM1108883
[715]
GSM1108884
[716]
GSM1108885
[717]
GSM1108886
[718]
GSM1108887
[719]
GSM1108888
[720]
GSM1108889
[721]
GSM1108890
[722]
GSM1108891
[723]
GSM1108892
[724]
GSM1108893
[725]
GSM1108894
[726]
GSM1108895
[727]
GSM1108896
[728]
GSM1108897
[729]
GSM1108898
[730]
GSM1108899
[731]
GSM1108900
[732]
GSM1108901
[733]
GSM1108902
[734]
GSM1108903
[735]
GSM1108904
[736]
GSM1108905
[737]
GSM1108906
[738]
GSM1108907
[739]
GSM1108908
[740]
GSM1108909
[741]
GSM1108910
[742]
GSM1108911
[743]
GSM1108912
[744]
GSM1108913
[745]
GSM1108914
[746]
GSM1108915
[747]
GSM1108916
[748]
GSM1108917
[749]
GSM1108918
[750]
GSM1108919
[751]
GSM1108920
[752]
GSM1108921
[753]
GSM1108922
[754]
GSM1108923
[755]
GSM1108924
[756]
GSM1108925
[757]
GSM1108926
[758]
GSM1108927
[759]
GSM1108928
[760]
GSM1108929
[761]
GSM1108930
[762]
GSM1108931
[763]
GSM1108932
[764]
GSM1108933
[765]
GSM1108934
[766]
GSM1108935
[767]
GSM1108936
[768]
GSM1108937
[769]
GSM1108938
[770]
GSM1108939
[771]
GSM1108940
[772]
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[773]
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[774]
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[775]
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[777]
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[778]
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[779]
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[780]
GSM1108949
[781]
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[782]
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[783]
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[784]
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[785]
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[786]
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[787]
GSM1108956
[788]
GSM1108957
[789]
GSM1108958
[790]
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[791]
GSM1108960
[792]
GSM1108961
[793]
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[794]
GSM1108963
[795]
GSM1108964
[796]
GSM1108965
[797]
GSM1108966
[798]
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[799]
GSM1108968
[800]
GSM1108969
[801]
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[802]
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[803]
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[804]
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[805]
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[806]
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[807]
GSM1108976
[808]
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[809]
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[810]
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[811]
GSM1108980
[812]
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[813]
GSM1108982
[814]
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[815]
GSM1108984
[816]
GSM1108985
[817]
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[818]
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[819]
GSM1108988
[820]
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[821]
GSM1108990
[822]
GSM1108991
[823]
GSM1108992
[824]
GSM1108993
[825]
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[826]
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[827]
GSM1108996
[828]
GSM1108997
[829]
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[830]
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[831]
GSM1109000
[832]
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[833]
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[834]
GSM1109003
[835]
GSM1109004
[836]
GSM1109005
[837]
GSM1109006
[838]
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[839]
GSM1109008
[840]
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[841]
GSM1109010
[842]
GSM1109011
[843]
GSM1109012
[844]
GSM1109013
[845]
GSM1109014
[846]
GSM1109015
[847]
GSM1109016
[848]
GSM1109017
[849]
GSM1109018
[850]
GSM1109019
[851]
GSM1109020
[852]
GSM1109021
[853]
GSM1109022
[854]
GSM1109023
[855]
GSM1109024
[856]
GSM1109025
[857]
GSM1109026
[858]
GSM1109027
[859]
GSM1109028
[860]
GSM1109029
[861]
GSM1109030
[862]
GSM1109031
[863]
GSM1109032
[864]
GSM1109033
[865]
GSM1109034
[866]
GSM1109035
[867]
GSM1109036
[868]
GSM1109037
[869]
GSM1109038
[870]
GSM1109039
[871]
GSM1109040
[872]
GSM1109041
[873]
GSM1109042
[874]
GSM1109043
[875]
GSM1109044
[876]
GSM1109045
[877]
GSM1109046
[878]
GSM1109047
[879]
GSM1109048
[880]
GSM1109049
sample_count
881
group_sizes
null
group_sizes_basis
null
platform
16865;2873;16876;8736;4093;8355
taxon
Homo sapiens
title
Hox-C9 activates the intrinsic pathway of apoptosis and is associated with spontaneous regression in neuroblastoma
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:GSE49711
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=GSE49711
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE49711
version
null
note
The GEO data presented in this study are openly available in GSE49711 and GSE45480. The archival sample data presented in this study are available on request from the corresponding author. The data are not publicly available due to ethical.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The GEO data presented in this study are openly available in GSE49711 and GSE45480. The archival sample data presented in this study are available on request from the corresponding author. The data are not publicly available due to ethical.
access_statement_kind
data_availability_statement
sample_accessions array · 498 items
[0]
GSM1205736
[1]
GSM1205737
[2]
GSM1205738
[3]
GSM1205739
[4]
GSM1205740
[5]
GSM1205741
[6]
GSM1205742
[7]
GSM1205743
[8]
GSM1205744
[9]
GSM1205745
[10]
GSM1205746
[11]
GSM1205747
[12]
GSM1205748
[13]
GSM1205749
[14]
GSM1205750
[15]
GSM1205751
[16]
GSM1205752
[17]
GSM1205753
[18]
GSM1205754
[19]
GSM1205755
[20]
GSM1205756
[21]
GSM1205757
[22]
GSM1205758
[23]
GSM1205759
[24]
GSM1205760
[25]
GSM1205761
[26]
GSM1205762
[27]
GSM1205763
[28]
GSM1205764
[29]
GSM1205765
[30]
GSM1205766
[31]
GSM1205767
[32]
GSM1205768
[33]
GSM1205769
[34]
GSM1205770
[35]
GSM1205771
[36]
GSM1205772
[37]
GSM1205773
[38]
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[39]
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[40]
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[41]
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[42]
GSM1205778
[43]
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[44]
GSM1205780
[45]
GSM1205781
[46]
GSM1205782
[47]
GSM1205783
[48]
GSM1205784
[49]
GSM1205785
[50]
GSM1205786
[51]
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[52]
GSM1205788
[53]
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[54]
GSM1205790
[55]
GSM1205791
[56]
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[57]
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[58]
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[59]
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[60]
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[61]
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[62]
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[63]
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[64]
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[65]
GSM1205801
[66]
GSM1205802
[67]
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[68]
GSM1205804
[69]
GSM1205805
[70]
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[71]
GSM1205807
[72]
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[73]
GSM1205809
[74]
GSM1205810
[75]
GSM1205811
[76]
GSM1205812
[77]
GSM1205813
[78]
GSM1205814
[79]
GSM1205815
[80]
GSM1205816
[81]
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[82]
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[83]
GSM1205819
[84]
GSM1205820
[85]
GSM1205821
[86]
GSM1205822
[87]
GSM1205823
[88]
GSM1205824
[89]
GSM1205825
[90]
GSM1205826
[91]
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[92]
GSM1205828
[93]
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[94]
GSM1205830
[95]
GSM1205831
[96]
GSM1205832
[97]
GSM1205833
[98]
GSM1205834
[99]
GSM1205835
[100]
GSM1205836
[101]
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[102]
GSM1205838
[103]
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[104]
GSM1205840
[105]
GSM1205841
[106]
GSM1205842
[107]
GSM1205843
[108]
GSM1205844
[109]
GSM1205845
[110]
GSM1205846
[111]
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[112]
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[113]
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[114]
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[115]
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[116]
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[117]
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[118]
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[119]
GSM1205855
[120]
GSM1205856
[121]
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[122]
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[123]
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[124]
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[125]
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[126]
GSM1205862
[127]
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[128]
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[129]
GSM1205865
[130]
GSM1205866
[131]
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[132]
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[133]
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[134]
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[135]
GSM1205871
[136]
GSM1205872
[137]
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[138]
GSM1205874
[139]
GSM1205875
[140]
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[141]
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[142]
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[143]
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[144]
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[145]
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[146]
GSM1205882
[147]
GSM1205883
[148]
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[149]
GSM1205885
[150]
GSM1205886
[151]
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[152]
GSM1205888
[153]
GSM1205889
[154]
GSM1205890
[155]
GSM1205891
[156]
GSM1205892
[157]
GSM1205893
[158]
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[159]
GSM1205895
[160]
GSM1205896
[161]
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[162]
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[163]
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[164]
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[165]
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[166]
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[167]
GSM1205903
[168]
GSM1205904
[169]
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[170]
GSM1205906
[171]
GSM1205907
[172]
GSM1205908
[173]
GSM1205909
[174]
GSM1205910
[175]
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[176]
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[177]
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[178]
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[179]
GSM1205915
[180]
GSM1205916
[181]
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[182]
GSM1205918
[183]
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[184]
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[185]
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[186]
GSM1205922
[187]
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[188]
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[189]
GSM1205925
[190]
GSM1205926
[191]
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[192]
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[193]
GSM1205929
[194]
GSM1205930
[195]
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[196]
GSM1205932
[197]
GSM1205933
[198]
GSM1205934
[199]
GSM1205935
[200]
GSM1205936
[201]
GSM1205937
[202]
GSM1205938
[203]
GSM1205939
[204]
GSM1205940
[205]
GSM1205941
[206]
GSM1205942
[207]
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[208]
GSM1205944
[209]
GSM1205945
[210]
GSM1205946
[211]
GSM1205947
[212]
GSM1205948
[213]
GSM1205949
[214]
GSM1205950
[215]
GSM1205951
[216]
GSM1205952
[217]
GSM1205953
[218]
GSM1205954
[219]
GSM1205955
[220]
GSM1205956
[221]
GSM1205957
[222]
GSM1205958
[223]
GSM1205959
[224]
GSM1205960
[225]
GSM1205961
[226]
GSM1205962
[227]
GSM1205963
[228]
GSM1205964
[229]
GSM1205965
[230]
GSM1205966
[231]
GSM1205967
[232]
GSM1205968
[233]
GSM1205969
[234]
GSM1205970
[235]
GSM1205971
[236]
GSM1205972
[237]
GSM1205973
[238]
GSM1205974
[239]
GSM1205975
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sample_count
498
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null
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null
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17553
taxon
Homo sapiens
title
RNA-Seq reveals an unprecedented complexity of the neuroblastoma transcriptome and is suitable for clinical endpoint prediction [RNA-Seq]
resolution_checked_at
2026-11-01T15:39:54Z
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Clinical and pathological characteristics of 53 neuroblastoma (NBL) patients.
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PMC7918138
section_index
4
section_title
2.2. Neuroblastoma (NBL) Samples
row_count
25
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2
table object · 8 fields
label
Table 1
caption
Clinical and pathological characteristics of 53 neuroblastoma (NBL) patients.
rows array · 25 items
[0] array · 2 items
[0]
Characteristics
[1]
Number (%)
[1] array · 2 items
[0]
Age at diagnosis
[1]
[2] array · 2 items
[0]
<1.5 years
[1]
32 (60.4)
[3] array · 2 items
[0]
≥1.5 years
[1]
21 (39.6)
[4] array · 2 items
[0]
INSS stage
[1]
[5] array · 2 items
[0]
1
[1]
7 (13.2)
[6] array · 2 items
[0]
2
[1]
10 (18.9)
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[0]
3
[1]
10 (18.9)
[8] array · 2 items
[0]
4
[1]
20 (37.7)
[9] array · 2 items
[0]
4s
[1]
6 (11.3)
[10] array · 2 items
[0]
Risk group
[1]
[11] array · 2 items
[0]
Low and intermediate
[1]
30 (56.6)
[12] array · 2 items
[0]
High
[1]
23 (43.4)
[13] array · 2 items
[0]
Histology a
[1]
[14] array · 2 items
[0]
Favorable
[1]
19 (35.8)
[15] array · 2 items
[0]
Unfavorable
[1]
13 (24.5)
[16] array · 2 items
[0]
MYCN
[1]
[17] array · 2 items
[0]
Non-amplified
[1]
42 (79.2)
[18] array · 2 items
[0]
Amplified
[1]
11 (20.7)
[19] array · 2 items
[0]
Progression/Event
[1]
[20] array · 2 items
[0]
No
[1]
34 (64.2)
[21] array · 2 items
[0]
Yes
[1]
19 (35.8)
[22] array · 2 items
[0]
Death from disease
[1]
[23] array · 2 items
[0]
Alive
[1]
37 (69.8)
[24] array · 2 items
[0]
Dead
[1]
16 (30.2)
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section[4]/table-wrap[1]#jpm-11-00122-t001
[4] object · 16 fields
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Cox regression analyses of the various factors associated with event-free survival in NBL patients (n = 53).
structure object · 5 fields
pmcid
PMC7918138
section_index
11
section_title
3.4. Lower Expression of Vα24 or IL-15 Is Associated with Decreased Overall Survival in NBL Patients
row_count
16
column_count
4
table object · 8 fields
label
Table 2
caption
Cox regression analyses of the various factors associated with event-free survival in NBL patients (n = 53).
rows array · 16 items
[0] array · 3 items
[0]
Overall Survival
[1]
[2]
[1] array · 4 items
[0]
Variables
[1]
HR (95% CI)
[2]
Favorable/Unfavorable
[3]
p
[2] array · 3 items
[0]
Univariate analysis
[1]
[2]
[3] array · 4 items
[0]
Stage
[1]
7.64 (2.42–24.15)
[2]
1, 2, 3, 4S/4
[3]
0.001
[4] array · 4 items
[0]
Risk group
[1]
31.15 (4.09–237.38)
[2]
Low, Middle/High
[3]
0.001
[5] array · 4 items
[0]
Age at diagnosis_1.5
[1]
5.08 (1.63–15.79)
[2]
<1.5 years/≥1.5 years
[3]
0.005
[6] array · 4 items
[0]
Vα24
[1]
9.51 (1.26–72.03)
[2]
Low/High
[3]
0.03
[7] array · 4 items
[0]
IL-15
[1]
3.39 (0.97–11.93)
[2]
Low/High
[3]
0.05
[8] array · 4 items
[0]
Vα24 and IL-15
[1]
3.55 (1.14–11.01)
[2]
All Low/Others
[3]
0.03
[9] array · 3 items
[0]
Multivariate analysis
[1]
[2]
[10] array · 4 items
[0]
Stage
[1]
5.04 (0.49–51.34)
[2]
1, 2, 3, 4S/4
[3]
0.17
[11] array · 4 items
[0]
Risk group
[1]
95.60 (4.59–189.12)
[2]
Low, Middle/High
[3]
0.003
[12] array · 4 items
[0]
Age at diagnosis_1.5
[1]
1.62 (0.47–5.59)
[2]
<1.5 years/≥1.5 years
[3]
0.45
[13] array · 4 items
[0]
Vα24
[1]
6.21 (0.80–48.09)
[2]
Low/High
[3]
0.08
[14] array · 4 items
[0]
IL-15
[1]
4.18 (1.18–14.80)
[2]
Low/High
[3]
0.027
[15] array · 4 items
[0]
Vα24 and IL-15
[1]
8.14 (1.05–63.06)
[2]
All Low/Others
[3]
0.045
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section[11]/table-wrap[1]#jpm-11-00122-t002
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asset:table:pmid:33668573:3
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Cox regression analyses of the various factors associated with overall survival in NBL patients (n = 53).
structure object · 5 fields
pmcid
PMC7918138
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11
section_title
3.4. Lower Expression of Vα24 or IL-15 Is Associated with Decreased Overall Survival in NBL Patients
row_count
16
column_count
4
table object · 8 fields
label
Table 3
caption
Cox regression analyses of the various factors associated with overall survival in NBL patients (n = 53).
rows array · 16 items
[0] array · 3 items
[0]
Event-Free Survival
[1]
[2]
[1] array · 4 items
[0]
Variables
[1]
HR (95% CI)
[2]
Favorable/Unfavorable
[3]
p
[2] array · 3 items
[0]
Univariate analysis
[1]
[2]
[3] array · 4 items
[0]
Stage
[1]
3.69 (1.43–9.49)
[2]
1, 2, 3, 4S/4
[3]
0.007
[4] array · 4 items
[0]
Risk group
[1]
6.63 (2.18–20.15)
[2]
Low, Middle/High
[3]
0.001
[5] array · 4 items
[0]
Age at diagnosis_1.5
[1]
3.85 (1.46–10.17)
[2]
<1.5 years/≥1.5 years
[3]
0.006
[6] array · 4 items
[0]
Vα24
[1]
13.24 (1.76–99.68)
[2]
Low/High
[3]
0.012
[7] array · 4 items
[0]
IL-15
[1]
5.00 (1.46–17.21)
[2]
Low/High
[3]
0.011
[8] array · 4 items
[0]
Vα24 and IL-15
[1]
5.50 (1.81–16.6)
[2]
All Low/Others
[3]
0.003
[9] array · 3 items
[0]
Multivariate analysis
[1]
[2]
[10] array · 4 items
[0]
Stage
[1]
8.51 (0.83–87.84)
[2]
1, 2, 3, 4S/4
[3]
0.07
[11] array · 4 items
[0]
Risk group
[1]
21.14 (1.79–249.09)
[2]
Low, Middle/High
[3]
0.015
[12] array · 4 items
[0]
Age at diagnosis_1.5
[1]
2.43 (0.73–8.08)
[2]
<1.5 years/≥1.5 years
[3]
0.147
[13] array · 4 items
[0]
Vα24
[1]
10.26 (1.33–79.36)
[2]
Low/High
[3]
0.026
[14] array · 4 items
[0]
IL-15
[1]
4.95 (1.43–17.12)
[2]
Low/High
[3]
0.012
[15] array · 4 items
[0]
Vα24 and IL-15
[1]
15.55 (1.99–121.41)
[2]
All Low/Others
[3]
0.009
locator
section[11]/table-wrap[2]#jpm-11-00122-t003
gaps array · 4 items
[0]
asset:data:geo:GSE45480 not downloaded
[1]
asset:data:geo:GSE45480 licence not read
[2]
asset:data:geo:GSE49711 not downloaded
[3]
asset:data:geo:GSE49711 licence not read
analysis object · 4 fields
state
complete
methods array · 2 items
[0] object · 10 fields
id
method-1
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survival_analysis
specific
cox_proportional_hazards
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Survival analysis
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[0]
cox_ph
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parameters object · 0 fields
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[0]
time_to_event_with_censoring
evidence object · 3 fields
score
1
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verbatim
quote
Survival curves were plotted using the Kaplan–Meier method, with the log-rank test applied for comparison. The Cox proportional hazards regression model was employed to identify independent prognostic factors.
[1] object · 10 fields
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method-2
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survival_analysis
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log_rank_test
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Survival analysis
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[0]
logrank_test
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parameters object · 0 fields
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[0]
time_to_event_with_censoring
evidence object · 3 fields
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0.8
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high
quote
log-rank
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capability object · 3 fields
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complete
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[0] object · 6 fields
capability_id
capability:computational_analysis
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Computational analysis platform
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[0]
meta_analysis
[1]
machine_learning
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survival_analysis
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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
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complete
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R1
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nothing:replicable_now
axes object · 3 fields
method object · 5 fields
tier
R1
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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
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owned
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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
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[0]
GSE49711
[1]
GSE45480
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[0]
GSE49711
[1]
GSE45480
statements array · 1 item
[0]
The GEO data presented in this study are openly available in GSE49711 and GSE45480. The archival sample data presented in this study are available on request from the corresponding author. The data are not publicly available due to ethical.
basis
The paper names GSE49711, GSE45480 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
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[0]
source:pmid:33668573
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asset:table:pmid:33668573:2
[4]
asset:table:pmid:33668573:3
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[0]
run_analysis
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data:geo:GSE45480
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extraction_review
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MiniMax-M3.1-Flash
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minimax
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Survival curves were plotted using the Kaplan–Meier method, with the log-rank test applied for comparison. The Cox proportional hazards regression model was employed to identify independent prognostic factors.
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Complete file
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T cells and natural killer (NK) cells have been shown to play important roles in the neuroblastoma TME. However, few reports address the clinical relevance of natural killer T cells (NKTs) and interleukin-15 (IL-15), one of the crucial cytokines controlling the activation and expansion of NK/NKT cells, in NBL. In this study, we examined NKT immunoscores and IL-15 expression in both MYCN-amplified and MYCN-non-amplified NBL to correlate with clinical outcomes such as event-free survival (EFS) and overall survival (OS). From Gene Expression Omnibus (GEO) datasets GSE45480 (n = 643) and GSE49711 (n = 493), we found that NKT immunoscore and IL-15 expression were both significantly lower in MYCN-amplified NBL, and similar results were observed using our clinical NBL samples (n = 53). Moreover, NBL patients (GEO dataset GSE49711 and our clinical samples) with both lower NKT immunoscore and IL-15 expression exhibited decreased EFS and OS regardless of MYCN gene amplification status. Multivariate analysis further showed that the combination of low NKT immunoscore and low IL-15 expression level was an independent prognostic factor for poor EFS and OS in our NBL patients. These findings provide the rationale for the development of strategy to incorporate IL-15 and NKT cell therapy into the treatment regimen for neuroblastoma.", "claims": [{"id": "claim-method", "statement": "Survival curves were plotted using the Kaplan–Meier method, with the log-rank test applied for comparison. The Cox proportional hazards regression model was employed to identify independent prognostic factors.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:33668573", "locator": "sections[6] \"2.4. Statistical Analysis\" paragraph 2", "quote": "Survival curves were plotted using the Kaplan–Meier method, with the log-rank test applied for comparison. 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The archival sample data presented in this study are available on request from the corresponding author. The data are not publicly available due to ethical.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The GEO data presented in this study are openly available in GSE49711 and GSE45480. The archival sample data presented in this study are available on request from the corresponding author. 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Lower Expression of Vα24 or IL-15 Is Associated with Decreased Overall Survival in NBL Patients", "row_count": 16, "column_count": 4}, "table": {"label": "Table 2", "caption": "Cox regression analyses of the various factors associated with event-free survival in NBL patients (n = 53).", "rows": [["Overall Survival", "", ""], ["Variables", "HR (95% CI)", "Favorable/Unfavorable", "p"], ["Univariate analysis", "", ""], ["Stage", "7.64 (2.42–24.15)", "1, 2, 3, 4S/4", "0.001"], ["Risk group", "31.15 (4.09–237.38)", "Low, Middle/High", "0.001"], ["Age at diagnosis_1.5", "5.08 (1.63–15.79)", "<1.5 years/≥1.5 years", "0.005"], ["Vα24", "9.51 (1.26–72.03)", "Low/High", "0.03"], ["IL-15", "3.39 (0.97–11.93)", "Low/High", "0.05"], ["Vα24 and IL-15", "3.55 (1.14–11.01)", "All Low/Others", "0.03"], ["Multivariate analysis", "", ""], ["Stage", "5.04 (0.49–51.34)", "1, 2, 3, 4S/4", "0.17"], ["Risk group", "95.60 (4.59–189.12)", "Low, Middle/High", "0.003"], ["Age at diagnosis_1.5", "1.62 (0.47–5.59)", "<1.5 years/≥1.5 years", "0.45"], ["Vα24", "6.21 (0.80–48.09)", "Low/High", "0.08"], ["IL-15", "4.18 (1.18–14.80)", "Low/High", "0.027"], ["Vα24 and IL-15", "8.14 (1.05–63.06)", "All Low/Others", "0.045"]], "row_count": 16, "column_count": 4, "numeric_cells": 37, "header_rows": 2, "locator": "section[11]/table-wrap[1]#jpm-11-00122-t002"}}, {"id": "asset:table:pmid:33668573:3", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:970594987a6066b46653e040cddae8c545ec2540382405049e2ee73dcf660e8b", "bytes": 1159, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[11]/table-wrap[2]#jpm-11-00122-t003", "version": null, "note": "Cox regression analyses of the various factors associated with overall survival in NBL patients (n = 53).", "structure": {"pmcid": "PMC7918138", "section_index": 11, "section_title": "3.4. 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