Complexity

Research Article

miRNA-Disease Association Prediction with Collaborative Matrix Factorization

Table 1

We implemented CMFMDA to predict potential Esophageal Neoplasms-related miRNAs. As a result, 9 out of the top 10 and 42 out of the top 50 predicted Esophageal Neoplasms related miRNAs were confirmed based on miR2Disease and dbDEMC (1st column: top 1–25; 2nd column: top 26–50).
miRNAEvidencemiRNAEvidence
hsa-mir-142dbDEMChsa-mir-30cdbDEMC
hsa-mir-1dbDEMChsa-mir-212Unconfirmed
hsa-mir-16dbDEMChsa-mir-424dbDEMC
hsa-mir-127dbDEMChsa-mir-429dbDEMC
hsa-mir-497dbDEMChsa-mir-498dbDEMC
hsa-mir-200bdbDEMChsa-mir-340Unconfirmed
hsa-mir-376cUnconfirmedhsa-mir-222dbDEMC
hsa-mir-148bdbDEMChsa-mir-146bdbDEMC
hsa-mir-335dbDEMChsa-mir-195dbDEMC
hsa-mir-93dbDEMChsa-mir-10bdbDEMC
hsa-mir-125bdbDEMChsa-mir-218Unconfirmed
hsa-mir-18adbDEMChsa-mir-181adbDEMC
hsa-mir-17dbDEMChsa-mir-137dbDEMC
hsa-mir-30adbDEMChsa-let-7edbDEMC
hsa-mir-133bdbDEMChsa-mir-181bdbDEMC
hsa-mir-135adbDEMChsa-mir-106adbDEMC
hsa-mir-107dbDEMC, miR2Diseasehsa-mir-19bdbDEMC
hsa-mir-224dbDEMChsa-mir-95dbDEMC
hsa-mir-199bdbDEMChsa-mir-122Unconfirmed
hsa-mir-221dbDEMChsa-mir-152dbDEMC
hsa-mir-18bdbDEMChsa-mir-370dbDEMC
hsa-mir-191dbDEMChsa-mir-30ddbDEMC
hsa-let-7gdbDEMChsa-mir-15bdbDEMC
hsa-let-7fUnconfirmedhsa-mir-629Unconfirmed
hsa-mir-494dbDEMChsa-mir-204Unconfirmed