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pmid:30761122

LAYN Is a Prognostic Biomarker and Correlated With Immune Infiltrates in Gastric and Colon Cancers.

Jing-Hua Pan · Hong Zhou · Laura Cooper · Jin-Lian Huang · Sheng-Bin Zhu · Xiao-Xu Zhao · Hui Ding · Yun-Long Pan · Lijun Rong

Frontiers in immunology · 2019 doi:10.3389/fimmu.2019.00006

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Experiment

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Data

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pmid:30761122
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title
LAYN Is a Prognostic Biomarker and Correlated With Immune Infiltrates in Gastric and Colon Cancers.
doi
10.3389/fimmu.2019.00006
pmid
30761122
authors array · 9 items
[0]
Jing-Hua Pan
[1]
Hong Zhou
[2]
Laura Cooper
[3]
Jin-Lian Huang
[4]
Sheng-Bin Zhu
[5]
Xiao-Xu Zhao
[6]
Hui Ding
[7]
Yun-Long Pan
[8]
Lijun Rong
journal
Frontiers in immunology
year
2019
abstract
Background: Layilin (LAYN) is a critical gene that regulates T cell function. However, the correlations of LAYN to prognosis and tumor-infiltrating lymphocytes in different cancers remain unclear. Methods: LAYN expression was analyzed via the Oncomine database and Tumor Immune Estimation Resource (TIMER) site. We evaluated the influence of LAYN on clinical prognosis using Kaplan-Meier plotter, the PrognoScan database and Gene Expression Profiling Interactive Analysis (GEPIA). The correlations between LAYN and cancer immune infiltrates was investigated via TIMER. In addition, correlations between LAYN expression and gene marker sets of immune infiltrates were analyzed by TIMER and GEPIA. Results: A cohort (GSE17536) of colorectal cancer patients showed that high LAYN expression was associated with poorer overall survival (OS), disease-specific survival (DSS), and disease-free survival (DFS). In addition, high LAYN expression was significantly correlated with poor OS and progression-free survival (PFS) in gastric cancers (OS HR = 1.97, P = 3.6e-10; PFS HR = 2.12, P = 2.3e-10). Moreover, LAYN significantly impacts the prognosis of diverse cancers via The Cancer Genome Atlas (TCGA). Specifically, high LAYN expression was correlated with worse OS and PFS in stage 2 to 4 but not stage 1 and stage N0 gastric cancer patients (P = 0.28, 0.34; P = 0.073, 0.092). LAYN expression was positively correlated with infiltrating levels of CD4+ T and CD8+ T cells, macrophages, neutrophils, and dendritic cells (DCs) in colon adenocarcinoma (COAD) and stomach adenocarcinoma (STAD). LAYN expression showed strong correlations with diverse immune marker sets in COAD and STAD. Conclusions: These findings suggest that LAYN is correlated with prognosis and immune infiltrating levels of, including those of CD8+ T cells, CD4+ T cells, macrophages, neutrophils, and DCs in multiple cancers, especially in colon and gastric cancer patients. In addition, LAYN expression potentially contributes to regulation of tumor-associated macrophages (TAMs), DCs, T cell exhaustion and Tregs in colon and gastric cancer. These findings suggest that LAYN can be used as a prognostic biomarker for determining prognosis and immune infiltration in gastric and colon cancers.
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sections[8] "Statistical Analysis" paragraph 2
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The results of Kaplan-Meier plots, PrognoScan, and GEPIA are displayed with HR and P or Cox P-values from a log-rank test.
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The expression level of the LAYN gene in various types of cancers was identified in the Oncomine database (https://www.oncomine.org/resource/login.html) (20).
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sections[3] "Oncomine Database Analysis" paragraph 2
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The expression level of the LAYN gene in various types of cancers was identified in the Oncomine database (https://www.oncomine.org/resource/login.html) (20).
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[169]
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[171]
GSM437264
[172]
GSM437265
[173]
GSM437266
[174]
GSM437267
[175]
GSM437268
[176]
GSM437269
sample_count
177
group_sizes
null
group_sizes_basis
null
platform
570
taxon
Homo sapiens
title
Metastasis Gene Expression Profile Predicts Recurrence and Death in Colon Cancer Patients (Moffitt Samples)
resolution_checked_at
2026-11-01T15:39:54Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[3] object · 15 fields
id
data:geo:GSE22138
role
raw
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geo-series
media_type
application/vnd.ncbi.geo-series+json
uri
https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE22138
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null
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null
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reader_status
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identifier
GSE22138
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null
note
The expression level of the LAYN gene in various types of cancers was identified in the Oncomine database (https://www.oncomine.org/resource/login.html) (20).
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The expression level of the LAYN gene in various types of cancers was identified in the Oncomine database (https://www.oncomine.org/resource/login.html) (20).
access_statement_kind
repository_route_statement
sample_accessions array · 63 items
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GSM550623
[1]
GSM550624
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GSM550625
[3]
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[4]
GSM550627
[5]
GSM550628
[6]
GSM550629
[7]
GSM550630
[8]
GSM550631
[9]
GSM550632
[10]
GSM550633
[11]
GSM550634
[12]
GSM550635
[13]
GSM550636
[14]
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[15]
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[16]
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[17]
GSM550640
[18]
GSM550641
[19]
GSM550642
[20]
GSM550643
[21]
GSM550644
[22]
GSM550645
[23]
GSM550646
[24]
GSM550647
[25]
GSM550648
[26]
GSM550649
[27]
GSM550650
[28]
GSM550651
[29]
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[30]
GSM550653
[31]
GSM550654
[32]
GSM550655
[33]
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[34]
GSM550657
[35]
GSM550658
[36]
GSM550659
[37]
GSM550660
[38]
GSM550661
[39]
GSM550662
[40]
GSM550663
[41]
GSM550664
[42]
GSM550665
[43]
GSM550666
[44]
GSM550667
[45]
GSM550668
[46]
GSM550669
[47]
GSM550670
[48]
GSM550671
[49]
GSM550672
[50]
GSM550673
[51]
GSM550674
[52]
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[53]
GSM550676
[54]
GSM550677
[55]
GSM550678
[56]
GSM550679
[57]
GSM550680
[58]
GSM550681
[59]
GSM550682
[60]
GSM550683
[61]
GSM550684
[62]
GSM550685
sample_count
63
group_sizes
null
group_sizes_basis
null
platform
570
taxon
Homo sapiens
title
Expression Data from Uveal Melanoma primary tumors.
resolution_checked_at
2026-11-01T15:39:54Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
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[4] object · 15 fields
id
data:geo:GSE9891
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raw
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geo-series
media_type
application/vnd.ncbi.geo-series+json
uri
https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE9891
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null
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null
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GSE9891
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null
note
The expression level of the LAYN gene in various types of cancers was identified in the Oncomine database (https://www.oncomine.org/resource/login.html) (20).
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The expression level of the LAYN gene in various types of cancers was identified in the Oncomine database (https://www.oncomine.org/resource/login.html) (20).
access_statement_kind
repository_route_statement
sample_accessions array · 285 items
[0]
GSM249714
[1]
GSM249715
[2]
GSM249716
[3]
GSM249717
[4]
GSM249718
[5]
GSM249719
[6]
GSM249720
[7]
GSM249721
[8]
GSM249722
[9]
GSM249723
[10]
GSM249724
[11]
GSM249725
[12]
GSM249726
[13]
GSM249727
[14]
GSM249728
[15]
GSM249729
[16]
GSM249730
[17]
GSM249731
[18]
GSM249732
[19]
GSM249733
[20]
GSM249734
[21]
GSM249735
[22]
GSM249736
[23]
GSM249737
[24]
GSM249738
[25]
GSM249739
[26]
GSM249740
[27]
GSM249741
[28]
GSM249742
[29]
GSM249743
[30]
GSM249744
[31]
GSM249745
[32]
GSM249746
[33]
GSM249747
[34]
GSM249748
[35]
GSM249749
[36]
GSM249750
[37]
GSM249751
[38]
GSM249752
[39]
GSM249753
[40]
GSM249754
[41]
GSM249755
[42]
GSM249756
[43]
GSM249757
[44]
GSM249758
[45]
GSM249759
[46]
GSM249760
[47]
GSM249761
[48]
GSM249762
[49]
GSM249763
[50]
GSM249764
[51]
GSM249765
[52]
GSM249766
[53]
GSM249767
[54]
GSM249768
[55]
GSM249769
[56]
GSM249770
[57]
GSM249771
[58]
GSM249773
[59]
GSM249774
[60]
GSM249775
[61]
GSM249776
[62]
GSM249777
[63]
GSM249778
[64]
GSM249779
[65]
GSM249780
[66]
GSM249781
[67]
GSM249782
[68]
GSM249783
[69]
GSM249784
[70]
GSM249785
[71]
GSM249786
[72]
GSM249788
[73]
GSM249789
[74]
GSM249790
[75]
GSM249791
[76]
GSM249792
[77]
GSM249793
[78]
GSM249794
[79]
GSM249795
[80]
GSM249796
[81]
GSM249797
[82]
GSM249798
[83]
GSM249799
[84]
GSM249800
[85]
GSM249801
[86]
GSM249802
[87]
GSM249803
[88]
GSM249804
[89]
GSM249805
[90]
GSM249806
[91]
GSM249807
[92]
GSM249808
[93]
GSM249809
[94]
GSM249810
[95]
GSM249811
[96]
GSM249812
[97]
GSM249813
[98]
GSM249814
[99]
GSM249815
[100]
GSM249816
[101]
GSM249817
[102]
GSM249818
[103]
GSM249819
[104]
GSM249820
[105]
GSM249821
[106]
GSM249822
[107]
GSM249823
[108]
GSM249824
[109]
GSM249825
[110]
GSM249826
[111]
GSM249827
[112]
GSM249828
[113]
GSM249829
[114]
GSM249830
[115]
GSM249831
[116]
GSM249832
[117]
GSM249833
[118]
GSM249834
[119]
GSM249835
[120]
GSM249836
[121]
GSM249837
[122]
GSM249838
[123]
GSM249839
[124]
GSM249840
[125]
GSM249841
[126]
GSM249842
[127]
GSM249843
[128]
GSM249844
[129]
GSM249845
[130]
GSM249846
[131]
GSM249847
[132]
GSM249848
[133]
GSM249849
[134]
GSM249850
[135]
GSM249851
[136]
GSM249852
[137]
GSM249853
[138]
GSM249854
[139]
GSM249855
[140]
GSM249856
[141]
GSM249857
[142]
GSM249858
[143]
GSM249859
[144]
GSM249860
[145]
GSM249861
[146]
GSM249862
[147]
GSM249863
[148]
GSM249864
[149]
GSM249865
[150]
GSM249866
[151]
GSM249867
[152]
GSM249868
[153]
GSM249869
[154]
GSM249870
[155]
GSM249871
[156]
GSM249872
[157]
GSM249873
[158]
GSM249874
[159]
GSM249875
[160]
GSM249876
[161]
GSM249877
[162]
GSM249878
[163]
GSM249879
[164]
GSM249880
[165]
GSM249881
[166]
GSM249882
[167]
GSM249883
[168]
GSM249884
[169]
GSM249885
[170]
GSM249886
[171]
GSM249887
[172]
GSM249888
[173]
GSM249889
[174]
GSM249890
[175]
GSM249891
[176]
GSM249892
[177]
GSM249893
[178]
GSM249894
[179]
GSM249895
[180]
GSM249896
[181]
GSM249897
[182]
GSM249898
[183]
GSM249899
[184]
GSM249900
[185]
GSM249901
[186]
GSM249902
[187]
GSM249903
[188]
GSM249904
[189]
GSM249905
[190]
GSM249906
[191]
GSM249907
[192]
GSM249908
[193]
GSM249909
[194]
GSM249910
[195]
GSM249911
[196]
GSM249912
[197]
GSM249913
[198]
GSM249914
[199]
GSM249915
[200]
GSM249916
[201]
GSM249917
[202]
GSM249918
[203]
GSM249919
[204]
GSM249920
[205]
GSM249921
[206]
GSM249922
[207]
GSM249923
[208]
GSM249924
[209]
GSM249925
[210]
GSM249926
[211]
GSM249927
[212]
GSM249928
[213]
GSM249929
[214]
GSM249930
[215]
GSM249931
[216]
GSM249932
[217]
GSM249933
[218]
GSM249934
[219]
GSM249935
[220]
GSM249936
[221]
GSM249937
[222]
GSM249938
[223]
GSM249939
[224]
GSM249940
[225]
GSM249941
[226]
GSM249942
[227]
GSM249943
[228]
GSM249944
[229]
GSM249945
[230]
GSM249946
[231]
GSM249947
[232]
GSM249948
[233]
GSM249949
[234]
GSM249950
[235]
GSM249951
[236]
GSM249953
[237]
GSM249954
[238]
GSM249955
[239]
GSM249956
[240]
GSM249957
[241]
GSM249958
[242]
GSM249959
[243]
GSM249960
[244]
GSM249961
[245]
GSM249962
[246]
GSM249963
[247]
GSM249964
[248]
GSM249965
[249]
GSM249966
[250]
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[251]
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[252]
GSM249969
[253]
GSM249970
[254]
GSM249971
[255]
GSM249972
[256]
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[257]
GSM249974
[258]
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[259]
GSM249976
[260]
GSM249977
[261]
GSM249978
[262]
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[263]
GSM249980
[264]
GSM249981
[265]
GSM249982
[266]
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[267]
GSM249984
[268]
GSM249985
[269]
GSM249986
[270]
GSM249987
[271]
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[272]
GSM249989
[273]
GSM249990
[274]
GSM249991
[275]
GSM249992
[276]
GSM249993
[277]
GSM249994
[278]
GSM249995
[279]
GSM249996
[280]
GSM249997
[281]
GSM249998
[282]
GSM249999
[283]
GSM250000
[284]
GSM250001
sample_count
285
group_sizes
null
group_sizes_basis
null
platform
570
taxon
Homo sapiens
title
Expression profile of 285 ovarian tumour samples
resolution_checked_at
2026-11-01T15:39:55Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[5] object · 16 fields
id
asset:table:pmid:30761122:1
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table
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jats-table
media_type
application/vnd.jats.table+json
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null
sha256
sha256:48fa958fe4bd0ad27d5badf90ea05ccf5023cfc75872efa2fcb8d8c545286d94
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2125
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open
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verified
reader
read_table
reader_status
available
identifier
section[12]/table-wrap[1]#T1
version
null
note
Correlation of LAYN mRNA expression and clinical prognosis in gastric cancer with different clinicopathological factors by Kaplan-Meier plotter.
structure object · 5 fields
pmcid
PMC6362421
section_index
12
section_title
High LAYN Expression Impacts the Prognosis of Gastric Cancer in Patients With Lymphatic Metastasis
row_count
29
column_count
7
table object · 8 fields
label
Table 1
caption
Correlation of LAYN mRNA expression and clinical prognosis in gastric cancer with different clinicopathological factors by Kaplan-Meier plotter.
rows array · 29 items
[0] array · 3 items
[0]
Clinicopathological characteristics
[1]
Overall survival (n = 882)
[2]
Progression-free survival (n = 646)
[1] array · 7 items
[0]
[1]
N
[2]
Hazard ratio
[3]
P-value
[4]
N
[5]
Hazard ratio
[6]
P-value
[2] array · 1 item
[0]
SEX
[3] array · 7 items
[0]
Female
[1]
187
[2]
2.7 (1.76–4.14)
[3]
2.4e-06
[4]
179
[5]
2.57 (1.69–3.91)
[6]
5.1e-06
[4] array · 7 items
[0]
Male
[1]
349
[2]
2.15 (1.58–2.93)
[3]
7.4e-07
[4]
341
[5]
2.06 (1.54–2.77)
[6]
6.8e-07
[5] array · 1 item
[0]
STAGE
[6] array · 7 items
[0]
1
[1]
62
[2]
0.54 (0.17–1.68)
[3]
0.28
[4]
60
[5]
0.58 (0.18–1.82)
[6]
0.34
[7] array · 7 items
[0]
2
[1]
135
[2]
3 (1.32–6.81)
[3]
0.0059
[4]
131
[5]
2.32 (1.11–4.86)
[6]
0.021
[8] array · 7 items
[0]
3
[1]
197
[2]
2.15 (1.46–3.17)
[3]
7.5e-05
[4]
186
[5]
2.3 (1.57–3.38)
[6]
1.1e-05
[9] array · 7 items
[0]
4
[1]
140
[2]
1.96 (1.28–3)
[3]
0.0017
[4]
141
[5]
1.57 (1.04–2.36)
[6]
0.029
[10] array · 1 item
[0]
STAGE T
[11] array · 7 items
[0]
2
[1]
241
[2]
1.97 (1.26–3.07)
[3]
0.0023
[4]
239
[5]
1.68 (1.1–2.57)
[6]
0.016
[12] array · 7 items
[0]
3
[1]
204
[2]
1.8 (1.28–2.55)
[3]
0.00068
[4]
204
[5]
1.74 (1.22–2.49)
[6]
0.0021
[13] array · 7 items
[0]
4
[1]
38
[2]
2.92 (1.18–7.25)
[3]
0.016
[4]
39
[5]
3.39 (1.44–7.95)
[6]
0.0031
[14] array · 1 item
[0]
STAGE N
[15] array · 7 items
[0]
0
[1]
74
[2]
2.13 (0.92–4.97)
[3]
0.073
[4]
72
[5]
2.08 (0.87–4.96)
[6]
0.092
[16] array · 7 items
[0]
1
[1]
225
[2]
2.71 (1.75–4.2)
[3]
3.1e-06
[4]
222
[5]
2.38 (1.61–3.51)
[6]
7.4e-06
[17] array · 7 items
[0]
2
[1]
121
[2]
2.04 (1.27–3.26)
[3]
0.0026
[4]
125
[5]
2 (1.29–3.12)
[6]
0.0018
[18] array · 7 items
[0]
3
[1]
76
[2]
1.91 (1.09–3.33)
[3]
0.021
[4]
76
[5]
1.6 (0.93–2.76)
[6]
0.088
[19] array · 7 items
[0]
1+2+3
[1]
442
[2]
2.3 (1.76–3.01)
[3]
3.4e-10
[4]
423
[5]
2.16 (1.67–2.8)
[6]
1.8e-09
[20] array · 1 item
[0]
STAGE M
[21] array · 7 items
[0]
0
[1]
444
[2]
2.14 (1.61–2.86)
[3]
9.1e-08
[4]
443
[5]
2.09 (1.6–2.73)
[6]
2.5e-08
[22] array · 7 items
[0]
1
[1]
56
[2]
1.9 (1.04–3.47)
[3]
0.033
[4]
56
[5]
0.7 (0.36–1.39)
[6]
0.031
[23] array · 1 item
[0]
LAUREN CLASSIFICATION
[24] array · 7 items
[0]
Intestinal
[1]
269
[2]
2.27 (1.58–3.27)
[3]
4.9e-06
[4]
263
[5]
2.22 (1.55–3.19)
[6]
7.6e-06
[25] array · 7 items
[0]
Diffuse
[1]
240
[2]
2.2 (1.56–3.11)
[3]
4.2e-06
[4]
231
[5]
2.16 (1.53–3.06)
[6]
8.7e-06
[26] array · 1 item
[0]
DIFFERENTIATION
[27] array · 7 items
[0]
Poor
[1]
121
[2]
1.7 (0.99–2.93)
[3]
0.053
[4]
121
[5]
1.69 (1.04–2.75)
[6]
0.031
[28] array · 7 items
[0]
Moderate
[1]
67
[2]
2.8 (1.41–5.58)
[3]
0.0022
[4]
67
[5]
2.89 (1.49–5.6)
[6]
0.001
locator
section[12]/table-wrap[1]#T1
[6] object · 16 fields
id
asset:table:pmid:30761122:2
role
table
format
jats-table
media_type
application/vnd.jats.table+json
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null
sha256
sha256:b8461dbf085cf2822fb3348d2e9bde116d8043683c6473592b3d1b118992c907
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6573
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open
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verified
reader
read_table
reader_status
available
identifier
section[14]/table-wrap[1]#T2
version
null
note
Correlation analysis between LAYN and relate genes and markers of immune cells in TIMER.
structure object · 5 fields
pmcid
PMC6362421
section_index
14
section_title
Correlation Analysis Between LAYN Expression and Immune Marker Sets
row_count
60
column_count
14
table object · 8 fields
label
Table 2
caption
Correlation analysis between LAYN and relate genes and markers of immune cells in TIMER.
rows array · 60 items
[0] array · 5 items
[0]
Description
[1]
Gene markers
[2]
COAD
[3]
STAD
[4]
LUSC
[1] array · 8 items
[0]
[1]
[2]
None
[3]
Purity
[4]
None
[5]
Purity
[6]
None
[7]
Purity
[2] array · 14 items
[0]
[1]
[2]
Cor
[3]
P
[4]
Cor
[5]
P
[6]
Cor
[7]
P
[8]
Cor
[9]
P
[10]
Cor
[11]
P
[12]
Cor
[13]
P
[3] array · 14 items
[0]
CD8+ T cell
[1]
CD8A
[2]
0.359
[3]
***
[4]
0.252
[5]
***
[6]
0.374
[7]
***
[8]
0.34
[9]
***
[10]
−0.04
[11]
0.368
[12]
−0.062
[13]
0.174
[4] array · 14 items
[0]
[1]
CD8B
[2]
0.252
[3]
***
[4]
0.214
[5]
***
[6]
0.242
[7]
***
[8]
0.224
[9]
***
[10]
−0.005
[11]
0.913
[12]
−0.022
[13]
0.627
[5] array · 14 items
[0]
T cell (general)
[1]
CD3D
[2]
0.335
[3]
***
[4]
0.22
[5]
***
[6]
0.324
[7]
***
[8]
0.281
[9]
***
[10]
0.000
[11]
0.998
[12]
−0.022
[13]
0.639
[6] array · 14 items
[0]
[1]
CD3E
[2]
0.397
[3]
***
[4]
0.273
[5]
***
[6]
0.352
[7]
***
[8]
0.314
[9]
***
[10]
−0.023
[11]
0.608
[12]
−0.054
[13]
0.241
[7] array · 14 items
[0]
[1]
CD2
[2]
0.386
[3]
***
[4]
0.265
[5]
***
[6]
0.386
[7]
***
[8]
0.353
[9]
***
[10]
0.001
[11]
0.974
[12]
−0.028
[13]
0.544
[8] array · 14 items
[0]
B cell
[1]
CD19
[2]
0.253
[3]
***
[4]
0.118
[5]
0.017
[6]
0.322
[7]
***
[8]
0.305
[9]
***
[10]
0.016
[11]
0.722
[12]
−0.006
[13]
0.896
[9] array · 14 items
[0]
[1]
CD79A
[2]
0.334
[3]
***
[4]
0.183
[5]
**
[6]
0.345
[7]
***
[8]
0.307
[9]
***
[10]
0.046
[11]
0.306
[12]
0.026
[13]
0.572
[10] array · 14 items
[0]
Monocyte
[1]
CD86
[2]
0.697
[3]
***
[4]
0.646
[5]
***
[6]
0.468
[7]
***
[8]
0.441
[9]
***
[10]
0.068
[11]
0.127
[12]
0.034
[13]
0.464
[11] array · 14 items
[0]
[1]
CD115 (CSF1R)
[2]
0.669
[3]
***
[4]
0.609
[5]
***
[6]
0.552
[7]
***
[8]
0.53
[9]
***
[10]
0.072
[11]
0.105
[12]
0.045
[13]
0.330
[12] array · 14 items
[0]
TAM
[1]
CCL2
[2]
0.724
[3]
***
[4]
0.684
[5]
***
[6]
0.521
[7]
***
[8]
0.498
[9]
***
[10]
0.087
[11]
0.051
[12]
0.068
[13]
0.140
[13] array · 14 items
[0]
[1]
CD68
[2]
0.512
[3]
***
[4]
0.453
[5]
***
[6]
0.229
[7]
***
[8]
0.207
[9]
***
[10]
0.119
[11]
*
[12]
0.088
[13]
0.053
[14] array · 14 items
[0]
[1]
IL10
[2]
0.553
[3]
***
[4]
0.523
[5]
***
[6]
0.445
[7]
***
[8]
0.436
[9]
***
[10]
0.08
[11]
0.074
[12]
0.066
[13]
0.147
[15] array · 14 items
[0]
M1 Macrophage
[1]
INOS (NOS2)
[2]
−0.198
[3]
***
[4]
−0.266
[5]
***
[6]
−0.032
[7]
0.513
[8]
−0.04
[9]
0.397
[10]
0.125
[11]
*
[12]
0.123
[13]
*
[16] array · 14 items
[0]
[1]
IRF5
[2]
0.264
[3]
***
[4]
0.287
[5]
***
[6]
0.191
[7]
***
[8]
0.169
[9]
**
[10]
0.142
[11]
*
[12]
0.138
[13]
*
[17] array · 14 items
[0]
[1]
COX2(PTGS2)
[2]
0.286
[3]
***
[4]
0.222
[5]
***
[6]
0.253
[7]
***
[8]
0.253
[9]
***
[10]
0.004
[11]
0.932
[12]
−0.008
[13]
0.863
[18] array · 14 items
[0]
M2 Macrophage
[1]
CD163
[2]
0.676
[3]
***
[4]
0.625
[5]
***
[6]
0.488
[7]
***
[8]
0.467
[9]
***
[10]
0.061
[11]
0.173
[12]
0.035
[13]
0.440
[19] array · 14 items
[0]
[1]
VSIG4
[2]
0.772
[3]
***
[4]
0.681
[5]
***
[6]
0.524
[7]
***
[8]
0.513
[9]
***
[10]
.087
[11]
0.521
[12]
0.063
[13]
0.166
[20] array · 14 items
[0]
[1]
MS4A4A
[2]
0.689
[3]
***
[4]
0.649
[5]
***
[6]
0.556
[7]
***
[8]
0.538
[9]
***
[10]
0.155
[11]
0.010
[12]
0.097
[13]
0.034
[21] array · 14 items
[0]
Neutrophils
[1]
CD66b (CEACAM8)
[2]
−0.019
[3]
0.69
[4]
0.024
[5]
0.633
[6]
−0.019
[7]
0.694
[8]
−0.01
[9]
0.868
[10]
0.049
[11]
0.271
[12]
0.038
[13]
0.402
[22] array · 14 items
[0]
[1]
CD11b (ITGAM)
[2]
0.719
[3]
***
[4]
0.664
[5]
***
[6]
0.489
[7]
***
[8]
0.481
[9]
***
[10]
0.046
[11]
0.307
[12]
0.008
[13]
0.866
[23] array · 14 items
[0]
[1]
CCR7
[2]
0.39
[3]
***
[4]
0.262
[5]
***
[6]
0.425
[7]
***
[8]
0.393
[9]
***
[10]
0.027
[11]
0.550
[12]
0.002
[13]
0.971
[24] array · 14 items
[0]
Natural killer cell
[1]
KIR2DL1
[2]
0.204
[3]
***
[4]
0.152
[5]
*
[6]
0.202
[7]
***
[8]
0.187
[9]
**
[10]
−0.135
[11]
*
[12]
−0.148
[13]
*
[25] array · 14 items
[0]
[1]
KIR2DL3
[2]
0.163
[3]
**
[4]
0.113
[5]
0.022
[6]
0.146
[7]
*
[8]
0.117
[9]
0.023
[10]
−0.154
[11]
**
[12]
−0.17
[13]
**
[26] array · 14 items
[0]
[1]
KIR2DL4
[2]
0.161
[3]
**
[4]
0.075
[5]
0.129
[6]
0.015
[7]
0.756
[8]
−0.03
[9]
0.614
[10]
−0.079
[11]
0.078
[12]
−0.105
[13]
0.022
[27] array · 14 items
[0]
[1]
KIR3DL1
[2]
0.2
[3]
***
[4]
0.123
[5]
0.013
[6]
0.194
[7]
***
[8]
0.169
[9]
**
[10]
−0.047
[11]
0.291
[12]
−0.069
[13]
0.131
[28] array · 14 items
[0]
[1]
KIR3DL2
[2]
0.188
[3]
***
[4]
0.096
[5]
0.052
[6]
0.199
[7]
***
[8]
0.166
[9]
*
[10]
−0.095
[11]
0.033
[12]
−0.115
[13]
0.012
[29] array · 14 items
[0]
[1]
KIR3DL3
[2]
0.01
[3]
0.83
[4]
−0.011
[5]
0.833
[6]
−0.087
[7]
0.078
[8]
−0.08
[9]
0.118
[10]
−0.114
[11]
0.010
[12]
−0.13
[13]
*
[30] array · 14 items
[0]
[1]
KIR2DS4
[2]
0.163
[3]
**
[4]
0.129
[5]
*
[6]
0.092
[7]
0.061
[8]
0.074
[9]
0.151
[10]
−0.017
[11]
0.701
[12]
−0.02
[13]
0.659
[31] array · 14 items
[0]
Dendritic cell
[1]
HLA-DPB1
[2]
0.596
[3]
***
[4]
0.52
[5]
***
[6]
0.377
[7]
***
[8]
0.329
[9]
***
[10]
0.043
[11]
0.338
[12]
0.023
[13]
0.622
[32] array · 14 items
[0]
[1]
HLA-DQB1
[2]
0.365
[3]
***
[4]
0.279
[5]
***
[6]
0.207
[7]
***
[8]
0.151
[9]
*
[10]
0.069
[11]
0.120
[12]
0.064
[13]
0.162
[33] array · 14 items
[0]
[1]
HLA-DRA
[2]
0.532
[3]
***
[4]
0.454
[5]
***
[6]
0.284
[7]
***
[8]
0.236
[9]
***
[10]
0.037
[11]
0.414
[12]
0.013
[13]
0.780
[34] array · 14 items
[0]
[1]
HLA-DPA1
[2]
0.562
[3]
***
[4]
0.487
[5]
***
[6]
0.325
[7]
***
[8]
0.277
[9]
***
[10]
0.037
[11]
0.413
[12]
0.012
[13]
0.786
[35] array · 14 items
[0]
[1]
BDCA-1(CD1C)
[2]
0.458
[3]
***
[4]
0.38
[5]
***
[6]
0.448
[7]
***
[8]
0.432
[9]
***
[10]
0.139
[11]
*
[12]
0.134
[13]
*
[36] array · 14 items
[0]
[1]
BDCA-4(NRP1)
[2]
0.72
[3]
***
[4]
0.665
[5]
***
[6]
0.688
[7]
***
[8]
0.681
[9]
***
[10]
0.035
[11]
0.429
[12]
0.015
[13]
0.748
[37] array · 14 items
[0]
[1]
CD11c (ITGAX)
[2]
0.672
[3]
***
[4]
0.606
[5]
***
[6]
0.439
[7]
***
[8]
0.411
[9]
***
[10]
0.02
[11]
0.651
[12]
−0.015
[13]
0.736
[38] array · 14 items
[0]
Th1
[1]
T-bet (TBX21)
[2]
0.381
[3]
***
[4]
0.283
[5]
***
[6]
0.339
[7]
***
[8]
0.315
[9]
***
[10]
−0.08
[11]
0.718
[12]
−0.111
[13]
0.016
[39] array · 14 items
[0]
[1]
STAT4
[2]
0.389
[3]
***
[4]
0.305
[5]
***
[6]
0.426
[7]
***
[8]
0.403
[9]
***
[10]
0.073
[11]
0.105
[12]
0.054
[13]
0.237
[40] array · 14 items
[0]
[1]
STAT1
[2]
0.351
[3]
***
[4]
0.292
[5]
***
[6]
0.041
[7]
0.41
[8]
0.012
[9]
0.811
[10]
−0.062
[11]
0.163
[12]
−0.088
[13]
0.055
[41] array · 14 items
[0]
[1]
IFN-γ (IFNG)
[2]
0.218
[3]
***
[4]
0.17
[5]
**
[6]
0.081
[7]
0.1
[8]
0.005
[9]
0.334
[10]
−0.099
[11]
0.027
[12]
−0.117
[13]
0.011
[42] array · 14 items
[0]
[1]
TNF-α (TNF)
[2]
0.353
[3]
***
[4]
0.298
[5]
***
[6]
0.119
[7]
0.016
[8]
0.073
[9]
0.156
[10]
0.091
[11]
0.042
[12]
0.06
[13]
0.192
[43] array · 14 items
[0]
Th2
[1]
GATA3
[2]
0.471
[3]
***
[4]
0.389
[5]
***
[6]
0.419
[7]
***
[8]
0.403
[9]
***
[10]
−0.08
[11]
0.074
[12]
−0.108
[13]
0.018
[44] array · 14 items
[0]
[1]
STAT6
[2]
−0.103
[3]
0.03
[4]
−0.102
[5]
0.040
[6]
0.096
[7]
0.051
[8]
0.089
[9]
0.083
[10]
0.018
[11]
0.680
[12]
0.002
[13]
0.666
[45] array · 14 items
[0]
[1]
STAT5A
[2]
0.211
[3]
***
[4]
0.179
[5]
**
[6]
0.404
[7]
***
[8]
0.388
[9]
***
[10]
0.006
[11]
0.899
[12]
−0.023
[13]
0.623
[46] array · 14 items
[0]
[1]
IL13
[2]
0.302
[3]
***
[4]
0.217
[5]
***
[6]
0.136
[7]
*
[8]
0.149
[9]
*
[10]
−0.017
[11]
0.705
[12]
−0.039
[13]
0.400
[47] array · 14 items
[0]
Tfh
[1]
BCL6
[2]
0.498
[3]
***
[4]
0.436
[5]
***
[6]
0.507
[7]
***
[8]
0.479
[9]
***
[10]
0.055
[11]
0.219
[12]
0.063
[13]
0.169
[48] array · 14 items
[0]
[1]
IL21
[2]
0.198
[3]
***
[4]
0.155
[5]
*
[6]
0.142
[7]
*
[8]
0.129
[9]
0.012
[10]
−0.084
[11]
0.059
[12]
−0.102
[13]
0.025
[49] array · 14 items
[0]
Th17
[1]
STAT3
[2]
0.192
[3]
***
[4]
0.122
[5]
0.014
[6]
0.409
[7]
***
[8]
0.393
[9]
***
[10]
0.043
[11]
0.339
[12]
0.033
[13]
0.474
[50] array · 14 items
[0]
[1]
IL17A
[2]
−0.191
[3]
***
[4]
−0.223
[5]
***
[6]
−0.201
[7]
***
[8]
−0.21
[9]
***
[10]
−0.105
[11]
0.019
[12]
−0.109
[13]
0.018
[51] array · 14 items
[0]
Treg
[1]
FOXP3
[2]
0.553
[3]
***
[4]
0.46
[5]
***
[6]
0.319
[7]
***
[8]
0.282
[9]
***
[10]
0.038
[11]
0.395
[12]
0.007
[13]
0.878
[52] array · 14 items
[0]
[1]
CCR8
[2]
0.531
[3]
***
[4]
0.467
[5]
***
[6]
0.427
[7]
***
[8]
0.416
[9]
***
[10]
0.091
[11]
0.041
[12]
0.059
[13]
0.196
[53] array · 14 items
[0]
[1]
STAT5B
[2]
0.179
[3]
**
[4]
0.199
[5]
***
[6]
0.537
[7]
***
[8]
0.534
[9]
***
[10]
0.018
[11]
0.683
[12]
0.024
[13]
0.597
[54] array · 14 items
[0]
[1]
TGFβ (TGFB1)
[2]
0.689
[3]
***
[4]
0.623
[5]
***
[6]
0.592
[7]
***
[8]
0.572
[9]
***
[10]
0.116
[11]
*
[12]
0.102
[13]
0.025
[55] array · 14 items
[0]
T cell exhaustion
[1]
PD-1 (PDCD1)
[2]
0.354
[3]
***
[4]
0.241
[5]
***
[6]
0.24
[7]
***
[8]
0.203
[9]
***
[10]
−0.079
[11]
0.077
[12]
−0.108
[13]
0.018
[56] array · 14 items
[0]
[1]
CTLA4
[2]
0.444
[3]
***
[4]
0.349
[5]
***
[6]
0.203
[7]
***
[8]
0.167
[9]
*
[10]
0.008
[11]
0.850
[12]
−0.025
[13]
0.586
[57] array · 14 items
[0]
[1]
LAG3
[2]
0.348
[3]
***
[4]
0.245
[5]
***
[6]
0.236
[7]
***
[8]
0.202
[9]
***
[10]
−0.1
[11]
0.245
[12]
−0.133
[13]
*
[58] array · 14 items
[0]
[1]
TIM-3 (HAVCR2)
[2]
0.713
[3]
***
[4]
0.681
[5]
***
[6]
0.457
[7]
***
[8]
0.436
[9]
***
[10]
0.083
[11]
0.062
[12]
0.063
[13]
0.172
[59] array · 14 items
[0]
[1]
GZMB
[2]
0.128
[3]
*
[4]
0.112
[5]
0.024
[6]
0.163
[7]
**
[8]
0.111
[9]
0.031
[10]
−0.046
[11]
0.308
[12]
−0.079
[13]
0.086
locator
section[14]/table-wrap[1]#T2
[7] object · 16 fields
id
asset:table:pmid:30761122:3
role
table
format
jats-table
media_type
application/vnd.jats.table+json
uri
null
sha256
sha256:91fd575c523c2c7d0c1eff0ef0fb026a33fa41cd66014b913f96e0cc78992851
bytes
1555
access
open
state
verified
reader
read_table
reader_status
available
identifier
section[14]/table-wrap[2]#T3
version
null
note
Correlation analysis between LAYN and relate genes and markers of monocyte and macrophages in GEPIA.
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PMC6362421
section_index
14
section_title
Correlation Analysis Between LAYN Expression and Immune Marker Sets
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14
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14
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Table 3
caption
Correlation analysis between LAYN and relate genes and markers of monocyte and macrophages in GEPIA.
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section[14]/table-wrap[2]#T3
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The results of Kaplan-Meier plots, PrognoScan, and GEPIA are displayed with HR and P or Cox P-values from a log-rank test.
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The expression level of the LAYN gene in various types of cancers was identified in the Oncomine database (https://www.oncomine.org/resource/login.html) (20).
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{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:30761122", "kind": "science-record", "revision": 7, "content_hash": "sha256:726c2ef3dd196da5c7c917d1a97b96e498ab71d5d804511427cf98ca68ed6606", "created_at": "2026-11-01T15:40:42Z", "updated_at": "2026-11-01T21:22:00Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "LAYN Is a Prognostic Biomarker and Correlated With Immune Infiltrates in Gastric and Colon Cancers.", "doi": "10.3389/fimmu.2019.00006", "pmid": "30761122", "authors": ["Jing-Hua Pan", "Hong Zhou", "Laura Cooper", "Jin-Lian Huang", "Sheng-Bin Zhu", "Xiao-Xu Zhao", "Hui Ding", "Yun-Long Pan", "Lijun Rong"], "journal": "Frontiers in immunology", "year": 2019, "abstract": "Background: Layilin (LAYN) is a critical gene that regulates T cell function. However, the correlations of LAYN to prognosis and tumor-infiltrating lymphocytes in different cancers remain unclear. Methods: LAYN expression was analyzed via the Oncomine database and Tumor Immune Estimation Resource (TIMER) site. We evaluated the influence of LAYN on clinical prognosis using Kaplan-Meier plotter, the PrognoScan database and Gene Expression Profiling Interactive Analysis (GEPIA). The correlations between LAYN and cancer immune infiltrates was investigated via TIMER. In addition, correlations between LAYN expression and gene marker sets of immune infiltrates were analyzed by TIMER and GEPIA. Results: A cohort (GSE17536) of colorectal cancer patients showed that high LAYN expression was associated with poorer overall survival (OS), disease-specific survival (DSS), and disease-free survival (DFS). In addition, high LAYN expression was significantly correlated with poor OS and progression-free survival (PFS) in gastric cancers (OS HR = 1.97, P = 3.6e-10; PFS HR = 2.12, P = 2.3e-10). Moreover, LAYN significantly impacts the prognosis of diverse cancers via The Cancer Genome Atlas (TCGA). Specifically, high LAYN expression was correlated with worse OS and PFS in stage 2 to 4 but not stage 1 and stage N0 gastric cancer patients (P = 0.28, 0.34; P = 0.073, 0.092). LAYN expression was positively correlated with infiltrating levels of CD4+ T and CD8+ T cells, macrophages, neutrophils, and dendritic cells (DCs) in colon adenocarcinoma (COAD) and stomach adenocarcinoma (STAD). LAYN expression showed strong correlations with diverse immune marker sets in COAD and STAD. Conclusions: These findings suggest that LAYN is correlated with prognosis and immune infiltrating levels of, including those of CD8+ T cells, CD4+ T cells, macrophages, neutrophils, and DCs in multiple cancers, especially in colon and gastric cancer patients. In addition, LAYN expression potentially contributes to regulation of tumor-associated macrophages (TAMs), DCs, T cell exhaustion and Tregs in colon and gastric cancer. 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"LUSC"], ["", "", "Tumor", "Normal", "Tumor", "Normal", "Tumor", "Normal"], ["", "", "R", "P", "R", "P", "R", "P", "R", "P", "R", "P", "R", "P"], ["Monocyte", "CD86", "0.75", "***", "0.074", "0.65", "0.5", "***", "−0.12", "0.48", "0.083", "0.067", "0.19", "0.18"], ["", "CD115 (CSF1R)", "0.76", "***", "−0.045", "0.78", "0.61", "***", "0.15", "0.39", "0.11", "0.02", "0.094", "0.52"], ["TAM", "CCL2", "0.8", "***", "0.53", "**", "0.55", "***", "0.62", "***", "0.11", "0.014", "−0.19", "0.19"], ["", "CD68", "0.6", "***", "−0.1", "0.51", "0.3", "***", "−0.49", "*", "0.14", "*", "−0.15", "0.31"], ["", "IL10", "0.65", "***", "0.19", "0.24", "0.49", "***", "0.14", "0.42", "0.086", "0.058", "0.029", "0.84"], ["M1 Macrophage", "INOS (NOS2)", "−0.1", "0.086", "−0.031", "0.85", "−0.002", "0.98", "0.1", "0.56", "0.15", "**", "0.17", "0.22"], ["", "IRF5", "0.33", "***", "−0.19", "0.23", "0.27", "***", "−0.33", "0.049", "0.18", "***", "−0.02", "0.91"], ["", "COX2 (PTGS2)", "0.37", "***", "0.57", "***", 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The physical bench the paper used is not, so a physical validation cannot be run here."}, "data": {"tier": "R1", "reachable": true, "accessions": ["GSE17536", "GSE14333", "GSE1456-GPL97", "GSE22138", "GSE9891"], "resolved_accessions": ["GSE17536", "GSE14333", "GSE22138", "GSE9891"], "statements": ["The expression level of the LAYN gene in various types of cancers was identified in the Oncomine database (https://www.oncomine.org/resource/login.html) (20)."], "basis": "The paper names GSE17536, GSE14333, GSE22138, GSE9891 in PrognoScan and the accession resolves in the repository. 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