supplementary file 1

SUIDMCODE_ClusterMCODE_Node_StatusMCODE_Scorename
81Cluster 3Clustered8FGA
84Cluster 2Clustered16F2
92Cluster 1Clustered26CXCL8
93Cluster 1Clustered26CXCR1
101Cluster 5Clustered5COL3A1
102Cluster 5Clustered5COL1A1
104Cluster 2Clustered16UTS2R
105Cluster 2Clustered16UTS2
123Cluster 3Clustered8ALB
124Cluster 3Clustered8APOA1
127Cluster 1Clustered26CXCL6
133Cluster 1Clustered26CXCL1
134Cluster 1Clustered26CCL20
144Cluster 1Clustered26CXCL11
146Cluster 2Clustered16TRH
147Cluster 2Clustered16OXT
149Cluster 3Clustered8IL6
154Cluster 5Clustered5COL6A3
163Cluster 1Clustered26CXCL5
165Cluster 2Clustered16F2RL2
183Cluster 3Clustered8CP
191Cluster 1Clustered26CXCL3
202Cluster 3Clustered8AFP
204Cluster 3Clustered7HP
223Cluster 1Clustered26C3
225Cluster 1Clustered26FPR2
264Cluster 3Clustered7DEFA4
265Cluster 3Clustered7LTF
276Cluster 3Clustered7TCN1
287Cluster 1Clustered26ADCY5
288Cluster 1Clustered26DRD2
302Cluster 4Clustered10DRD5
305Cluster 3Clustered7OLFM4
307Cluster 1Clustered26CX3CR1
333Cluster 1Clustered26GNG8
334Cluster 1Clustered26GNGT1
339Cluster 1Clustered26GNAT3
349Cluster 1Clustered26PTGER3
374Cluster 3Clustered7SLPI
376Cluster 2Clustered16HTR2C
378Cluster 1Clustered26NMU
380Cluster 1Clustered26GRM8
388Cluster 1Clustered26PPY
389Cluster 1Clustered26SSTR1
391Cluster 5Clustered5COL14A1
396Cluster 3Clustered7PTX3
403Cluster 2Clustered16GCGR
404Cluster 4Clustered10IAPP
426Cluster 5Clustered5COL11A1
430Cluster 1Clustered26CASR
437Cluster 1Clustered26OPRD1
442Cluster 1Clustered26HTR1D
443Cluster 1Clustered26HTR1B
468Cluster 2Clustered16EDN3
469Cluster 2Clustered16PROK1
493Cluster 5Clustered5COL4A6
503Cluster 1Clustered26HCAR2
509Cluster 4Clustered10VIPR2
544Cluster 4Clustered10MC3R
546Cluster 2Clustered16HTR2B
570Cluster 4Clustered10PTGER2
576Cluster 4Clustered10SCTR
578Cluster 1Seed26SUCNR1
595Cluster 3Clustered8ENAM
612Cluster 4Seed10PTGDR
647Cluster 2Seed16OPN4
726Cluster 3Seed8SCG2
Supplementary file 2. P-value of OS and DFS for the 22 hub-genes.
GenesOS (P-value)DFS (P-value)
C30.020.041
PTGER30.0420.2
GRM80.0440.36
HTR1B0.330.41
CX3CR10.0360.021
SUCNR10.0460.075
SSTR10.0180.04
OPRD10.890.86
CXCL50.130.32
CXCR10.680.29
CXCL110.620.66
FPR20.730.34
CXCL10.70.66
GNGT10.0120.016
CXCL80.0050.032
GNAT30.0470.2
CXCL60.280.67
CXCL30.0740.32
PPY0.0130.083
HCAR20.0090.012
DRD20.190.3
HTR1D0.380.005

OS= overall survival; DFS=disease-free survival.

Supplementary file 3. characteristics of the patients for miRNAs.
ParameterAlive (51)Dead (28)P
Age (years)45.96±15.2148.95±15.810.37
Gender0.759(x2=0.094)
Female3118
Male2011
Stage0.03(x == 10.749)
T17(13.7%)2(7.1%)
T232(62.8%)10(35.7%)
T35(9.8%)5(17.9%)
T47(13.7%)11(39.3%)
Lymph node0.514(x2=1.33)
N044(86.3%)26(92.9%)
N17(13.7%)2(7.1%)
Metastasis0.099(x2=4.617)
M044(86.3%)20(71.4%)
M17(13.7%)8(28.6%)