Table 5 Important omics biomarkers identified by MOGONET in the ROSMAP dataset.

From: MOGONET integrates multi-omics data using graph convolutional networks allowing patient classification and biomarker identification

Omics data type

Biomarkers

mRNA expression (8)

NPNT, CDK18, KIF5A, SPACA6, TCEA3, SYTL1, ARRDC2, APLN

DNA methylation (5)

TMC4, AGA, HYAL2, CCL3, TTC15

miRNA expression (17)

hsa-miR-423-3p, hsa-miR-33a, hsa-miR-640, hsa-miR-362-3p, hsa-miR-491-5p, hsa-miR-206, hsa-miR-548b-3p, hsa-miR-127-3p, hsa-miR-106a_hsa-miR-17, hsa-miR-424, hsa-miR-577, hsa-miR-873, hsa-miR-651, hsa-miR-199b-5p, hsa-miR-192, hsa-miR-199a-5p, hsv1-miR-H1

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