| PDAC dataset | Independent PDAC dataset | |||||
---|---|---|---|---|---|---|---|
miRNA | regulation | # target genes | BA | AUC | PDAC1 | PDAC2 | PDAC3 |
miR-148a | down | 18 | 0.927 | 0.956 | 0.897 | 0.788 | 0.688 |
miR-222 | up | 4 | 0.924 | 0.962 | 0.869 | 0.736 | 0.759 |
miR-100 | up | 11 | 0.923 | 0.957 | 0.794 | 0.734 | 0.656 |
miR-216b | down | 4 | 0.922 | 0.972 | 0.777 | 0.748 | 0.702 |
miR-155 | up | 24 | 0.912 | 0.949 | 0.726 | 0.740 | 0.635 |
miR-203 | up | 74 | 0.899 | 0.921 | 0.703 | 0.717 | 0.676 |
miR-23a | up | 136 | 0.898 | 0.987 | 0.703 | 0.726 | 0.685 |
miR-21 | up | 33 | 0.897 | 0.925 | 0.903 | 0.725 | 0.687 |
miR-130b | down | 20 | 0.897 | 0.981 | 0.771 | 0.762 | 0.654 |
miR-196b | up | 1 | 0.890 | 0.868 | 0.789 | 0.738 | 0.669 |
let-7i | up | 29 | 0.883 | 0.948 | 0.720 | 0.746 | 0.681 |
miR-1825 | down | 8 | 0.881 | 0.833 | 0.760 | 0.745 | 0.633 |
miR-135b | up | 13 | 0.870 | 0.935 | 0.869 | 0.708 | 0.713 |
miR-941 | up | 1 | 0.864 | 0.849 | 0.749 | 0.760 | 0.553 |
miR-28 | up | 20 | 0.860 | 0.898 | 0.749 | 0.744 | 0.685 |
miR-107 | up | 40 | 0.859 | 0.851 | 0.800 | 0.729 | 0.670 |
miR-145 | up | 25 | 0.859 | 0.892 | 0.743 | 0.717 | 0.666 |
miR-34a | up | 2 | 0.855 | 0.811 | 0.777 | 0.753 | 0.679 |
miR-31 | up | 5 | 0.851 | 0.840 | 0.811 | 0.739 | 0.722 |
miR-103a | up | 39 | 0.843 | 0.815 | 0.737 | 0.731 | 0.670 |
miR-487a | up | 3 | 0.839 | 0.830 | 0.720 | 0.759 | 0.685 |
miR-299 | up | 5 | 0.836 | 0.782 | 0.743 | 0.724 | 0.658 |
miR-503 | up | 6 | 0.824 | 0.830 | 0.800 | 0.714 | 0.683 |
miR-133b | up | 2 | 0.817 | 0.831 | 1.000 | 0.705 | 0.657 |
miR-150 | up | 1 | 0.811 | 0.896 | 0.806 | 0.673 | 0.720 |
miR-212 | up | 52 | 0.810 | 0.736 | 0.714 | 0.732 | 0.670 |
miR-92a | up | 8 | 0.806 | 0.774 | 0.880 | 0.727 | 0.634 |