Table 2 Meta paths and their random walk-based measures between gene-disease and miRNA-disease
From: Heterogeneous network embedding enabling accurate disease association predictions
| Â | With 2 types of nodes | Measure | With 3 types of nodes | Measure |
|---|---|---|---|---|
gene-disease | Gene\(\xrightarrow {sim} \text {Gene} \xrightarrow {assoc} \text {Disease} \xrightarrow {sim}\) Disease | 9364 | Gene\(\xrightarrow {assoc}\text {miRNA}\xrightarrow {assoc}\)Disease | 16103 |
| Â | Gene\(\xrightarrow {sim}\text {Gene}\xrightarrow {assoc}\)Disease | 8658 | Gene\(\xrightarrow {sim}\text {Gene}\xrightarrow {assoc}\text {miRNA}\xrightarrow {assoc}\)Disease | 10465 |
| Â | Gene\(\xrightarrow {assoc}\text {Disease}\xrightarrow {sim}\)Disease | 14422 | Gene\(\xrightarrow {assoc}\text {miRNA}\xrightarrow {sim}\text {miRNA}\xrightarrow {assoc}\)Disease | 16084 |
| Â | Gene\(\xrightarrow {assoc}\text {Disease}\xrightarrow {assoc}\text {Gene}\xrightarrow {assoc}\)Disease | 10184 | Gene\(\xrightarrow {assoc}\text {miRNA}\xrightarrow {assoc}\text {Disease}\xrightarrow {sim}\)Disease | 16460 |
miRNA-disease | miRNA\(\xrightarrow {sim}\text {miRNA}\xrightarrow {assoc}\text {Disease}\xrightarrow {sim}\)Disease | 19381 | miRNA\(\xrightarrow {assoc}\text {Gene}\xrightarrow {assoc}\)Disease | 14820 |
| Â | miRNA\(\xrightarrow {sim}\text {miRNA}\xrightarrow {assoc}\)Disease | 21323 | miRNA\(\xrightarrow {assoc}\text {Gene}\xrightarrow {sim}\text {Gene}\xrightarrow {assoc}\)Disease | 10011 |
| Â | miRNA\(\xrightarrow {assoc}\text {Disease}\xrightarrow {sim}\)Disease | 19540 | miRNA\(\xrightarrow {sim}\text {miRNA}\xrightarrow {assoc}\text {Gene}\xrightarrow {assoc}\)Disease | 15481 |
| Â | miRNA\(\xrightarrow {assoc}\text {Disease}\xrightarrow {assoc}\text {miRNA}\xrightarrow {assoc}\)Disease | 21335 | miRNA\(\xrightarrow {assoc}\text {Gene}\xrightarrow {assoc}\text {Disease}\xrightarrow {sim}\)Disease | 14626 |