Table 3.
A: TraceRNA (sequence-based) | B:TraceRNA (w/ GBM Gene Expression) | C: ceRDB | ||||||
---|---|---|---|---|---|---|---|---|
Symbol | SVMicrO score |
p-value | Symbol | SVMicrO score |
p-value | Correlation coefficient |
Symbol | Score |
QKI | 1.199 | 0.0031 | GSPT1 | 0.9105 | 0.0065 | 0.5534 | TNRC6B | 26 |
CPEB2 | 1.099 | 0.0040 | CD2AP | 0.8590 | 0.0074 | 0.5632 | TET3 | 25 |
OTUD4 | 1.079 | 0.0042 | USP15 | 1.0550 | 0.0045 | 0.5167 | NFIB | 23 |
PPP6C | 1.071 | 0.0043 | PPP6C | 1.0706 | 0.0043 | 0.4913 | ATXN1 | 21 |
NOVA1 | 1.059 | 0.0044 | RAD23B | 0.9124 | 0.0065 | 0.5167 | ANKRD52 | 20 |
USP15 | 1.055 | 0.0045 | NIPBL | 0.7567 | 0.0097 | 0.6163 | tcag7.1228 | 20 |
LEMD3 | 1.031 | 0.0048 | CNOT6 | 0.8730 | 0.0072 | 0.4888 | NUFIP2 | 17 |
SUZ12 | 1.027 | 0.0048 | ARF6 | 0.7706 | 0.0093 | 0.5561 | CPEB4 | 16 |
NARG1 | 1.022 | 0.0049 | MED14 | 0.8159 | 0.0083 | 0.5100 | ZFHX4 | 16 |
ZFHX3 | 1.014 | 0.0050 | KIAA0240 | 0.9639 | 0.0057 | 0.4572 | BACH2 | 15 |
C18orf25 | 1.009 | 0.0050 | SOCS5 | 0.7573 | 0.0096 | 0.5438 | CLCN5 | 15 |
FNDC3B | 1.007 | 0.0051 | CSNK1G3 | 0.7361 | 0.0102 | 0.5675 | CUGBP2 | 15 |
BCL11A | 0.967 | 0.0056 | NAB1 | 0.7867 | 0.0089 | 0.4986 | ONECUT2 | 14 |
ST18 | 0.967 | 0.0056 | CBFB | 0.7516 | 0.0098 | 0.5273 | AFF1 | 14 |
KIAA0240 | 0.964 | 0.0057 | RPS6KB1 | 0.7437 | 0.0100 | 0.5387 | BNC2 | 14 |
RSBN1 | 0.963 | 0.0057 | RPS6KA3 | 0.7126 | 0.0108 | 0.5780 | KLF12 | 14 |
TET2 | 0.961 | 0.0057 | TBL1XR1 | 0.7553 | 0.0097 | 0.5019 | NFAT5 | 14 |
ICK | 0.952 | 0.0058 | RBM12 | 0.8482 | 0.0076 | 0.4516 | OTUD4 | 14 |
SCN2A | 0.951 | 0.0058 | ELL2 | 0.8582 | 0.0074 | 0.4472 | ZBTB34 | 14 |
PAN3 | 0.925 | 0.0062 | ZFX | 0.7595 | 0.0096 | 0.4752 | ZEB2 | 14 |
(a) Best 20 predicted ceRNAs by sequence-pairingof PTEN predicted by SVMicrO based on miRNAs in Table 2 (first column, top 20 predicted miRNAs).
(b) Top 20 predicted ceRNAs by co-expression testof PTEN under the context of GBM. Column “p-value” shows the prediction p-values obtained in (a). Column “Correlation coefficient” lists Pearson correlations between a ceRNA and PTEN calculated using GBM gene expression data (see Materials and Methods). The ranking is based on the Borda merging of the rankings in (a) and that based on the Pearson correlation. ceRNAs shared between Tables 3a and 3b are in b font.
(c)The ceRNAs obtained from ceRDB. ceRNAs that were predicted by both algorithms (within top 50) are in italic. Note: tcag7.1228 is a synonym of UBN2.