Table 1. The top 20 miRNAs and their attributed modules based on the NetSVM weights.

Up-regulated miRNAs	SVM weights	Attributed modules	Down-regulated miRNAs	SVM weights	Attributed modulse
hsa-miR-424	0.2001	Mod_2	hsa-miR-146a	-0.2201	Mod_1
hsa-miR-503	0.1984	Mod_2	hsa-miR-376a	-0.2149	Mod_3
hsa-miR-224	0.1888	Mod_1	hsa-miR-647	-0.1615	/
hsa-miR-342	0.1794	Mod_11	hsa-miR-650	-0.1605	Mod_1
hsa-miR-767-5p	0.1586	Mod_11	hsa-miR-375	-0.1514	Mod_8
hsa-miR-577	0.1575	/	hsa-miR-504	-0.1491	/
hsa-miR-486	0.1570	Mod_14	hsa-miR-514	-0.1467	/
hsa-miR-10a	0.1545	Mod_1	hsa-miR-625	-0.1430	Mod_1
hsa-miR-545	0.1542	/	hsa-miR-642	-0.1392	/
hsa-miR-548d	0.1531	Mod_16	hsa-miR-517	-0.1335	/
hsa-miR-208	0.1529	/	hsa-miR-660	-0.1277	Mod_2
hsa-miR-223	0.1519	Mod_1	hsa-miR-365	-0.1250	Mod_1
hsa-miR-579	0.1485	/	hsa-miR-203	-0.1231	Mod_8
hsa-miR-635	0.1445	Mod_1	hsa-miR-133a	-0.1231	Mod_13
hsa-miR-320	0.1439	/	hsa-miR-299-5p	-0.1225	Mod_3
hsa-let-7i	0.1433	Mod_1	hsa-miR-661	-0.1223	/
hsa-miR-582	0.1383	Mod_3	hsa-miR-95	-0.1213	Mod_1
hsa-miR-326	0.1359	/	hsa-miR-629	-0.1197	Mod_7
hsa-miR-484	0.1353	Mod_4	hsa-miR-155	-0.1146	Mod_1
hsa-miR-451	0.1296	Mod_14	hsa-miR-551b	-0.1143	/

The bold letters represent the top 20 miRNAs when both up- and down-regulated miRNAs are taken together.