Table 1.
Methylation-driven mRNAs
mRNA | Normal mean | Tumor mean | logFC | P Value | Adjusted-P | Cor | Cor P-value |
---|---|---|---|---|---|---|---|
ECSCR | 0.651549745 | 0.777875207 | 0.255663395 | 6.97E−21 | 1.03E−18 | − 0.401694346 | 1.85E−19 |
TBX4 | 0.3491894 | 0.503087408 | 0.526799315 | 7.58E−21 | 1.12E−18 | − 0.353891186 | 3.64E−15 |
TIE1 | 0.559830867 | 0.675047137 | 0.269997212 | 1.21E−20 | 1.79E−18 | − 0.406629901 | 6.08E−20 |
NEFH | 0.254444122 | 0.435542374 | 0.775464224 | 1.40E−20 | 2.07E−18 | − 0.321798888 | 1.16E−12 |
ACVRL1 | 0.398975345 | 0.517535129 | 0.375357195 | 3.26E−20 | 4.82E−18 | − 0.386877674 | 4.73E−18 |
USHBP1 | 0.419199887 | 0.525059456 | 0.324842471 | 3.63E−20 | 5.37E−18 | − 0.323007247 | 9.42E−13 |
ERN2 | 0.264647925 | 0.387648278 | 0.550673914 | 3.92E−20 | 5.80E−18 | − 0.450728621 | 1.20E−24 |
COX7A1 | 0.560388444 | 0.666059579 | 0.249224026 | 9.41E−20 | 1.39E−17 | − 0.342569242 | 3.00E−14 |
SULT1C4 | 0.176980042 | 0.3113128 | 0.814778224 | 2.45E−19 | 3.62E−17 | − 0.375338318 | 5.28E−17 |
ART4 | 0.531234199 | 0.652680788 | 0.297029548 | 2.53E−19 | 3.75E−17 | − 0.425340294 | 7.44E−22 |
HIST1H3E | 0.313889479 | 0.456138176 | 0.539214244 | 1.45E−18 | 2.15E−16 | − 0.390470196 | 2.19E−18 |
ZNF492 | 0.077650427 | 0.196364234 | 1.33846642 | 1.18E−17 | 1.75E−15 | − 0.378866342 | 2.55E−17 |
ZNF728 | 0.138731042 | 0.290955121 | 1.068506001 | 1.32E−17 | 1.95E−15 | − 0.346356662 | 1.50E−14 |
S1PR1 | 0.33644215 | 0.424456445 | 0.33525806 | 4.34E−17 | 6.43E−15 | − 0.375495078 | 5.11E−17 |
MUC13 | 0.657841786 | 0.551979674 | − 0.253125507 | 4.44E−17 | 6.57E−15 | − 0.402604202 | 1.51E−19 |
CCDC8 | 0.360671572 | 0.480500959 | 0.413853596 | 8.99E−17 | 1.33E−14 | − 0.389064482 | 2.96E−18 |
ZNF578 | 0.281145557 | 0.394615614 | 0.489130794 | 1.12E−16 | 1.66E−14 | − 0.459621578 | 1.11E−25 |
FES | 0.424918825 | 0.49946057 | 0.233183531 | 2.74E−16 | 4.05E−14 | − 0.370960412 | 1.29E−16 |
ASCL1 | 0.096716299 | 0.200703748 | 1.053236604 | 2.98E−16 | 4.41E−14 | − 0.331763879 | 2.08E−13 |
ALG1L | 0.461379719 | 0.287062126 | − 0.684591589 | 3.14E−16 | 4.65E−14 | − 0.466908378 | 1.49E−26 |
ELF3 | 0.462412193 | 0.359973363 | − 0.361289285 | 4.47E−16 | 6.61E−14 | − 0.45067724 | 1.22E−24 |
TMEM88 | 0.583625618 | 0.738189625 | 0.338948249 | 7.89E−16 | 1.17E−13 | − 0.390308898 | 2.27E−18 |
GSTM5 | 0.356896303 | 0.481942079 | 0.433354815 | 1.13E−15 | 1.68E−13 | − 0.353462769 | 3.95E−15 |
IRX1 | 0.098629887 | 0.220552417 | 1.161024783 | 1.21E−15 | 1.79E−13 | − 0.344157687 | 2.24E−14 |
ZNF454 | 0.183616121 | 0.338501411 | 0.88246912 | 1.44E−15 | 2.13E−13 | − 0.602235321 | 3.13E−47 |
TK2 | 0.615291641 | 0.702921916 | 0.192094042 | 1.71E−15 | 2.52E−13 | − 0.365352213 | 3.94E−16 |
ZSCAN1 | 0.289768404 | 0.400355348 | 0.466380783 | 2.83E−15 | 4.19E−13 | − 0.397488998 | 4.73E−19 |
ZNF677 | 0.220497196 | 0.315626597 | 0.517458471 | 2.86E−15 | 4.23E−13 | − 0.527352048 | 1.21E−34 |
ZNF582 | 0.130372053 | 0.239679107 | 0.878469505 | 5.74E−15 | 8.49E−13 | − 0.558968642 | 1.43E−39 |
DAPP1 | 0.510432574 | 0.394016678 | − 0.373463704 | 1.29E−14 | 1.91E−12 | − 0.490584559 | 1.57E−29 |
SRPX2 | 0.600591335 | 0.480798168 | − 0.32095226 | 1.42E−14 | 2.10E−12 | − 0.383430149 | 9.83E−18 |
CCDC181 | 0.283605585 | 0.41823899 | 0.560441617 | 3.23E−14 | 4.78E−12 | − 0.319044754 | 1.84E−12 |
SULT4A1 | 0.24652482 | 0.348099193 | 0.497765567 | 7.69E−14 | 1.14E−11 | − 0.358208198 | 1.59E−15 |
LRRC4 | 0.321370351 | 0.418618502 | 0.38139924 | 1.26E−13 | 1.87E−11 | − 0.421045183 | 2.10E−21 |
ZSCAN23 | 0.12251013 | 0.209336095 | 0.772920046 | 1.57E−13 | 2.32E−11 | − 0.362584137 | 6.80E−16 |
F2RL1 | 0.242790645 | 0.208656331 | − 0.218584138 | 1.74E−13 | 2.57E−11 | − 0.35941342 | 1.26E−15 |
ZNF334 | 0.17466699 | 0.256829933 | 0.556206371 | 2.31E−13 | 3.43E−11 | − 0.459451082 | 1.16E−25 |
ZNF471 | 0.130738051 | 0.279080546 | 1.094002465 | 5.46E−13 | 8.07E−11 | − 0.548011494 | 8.37E−38 |
HOXB2 | 0.34354942 | 0.513088034 | 0.578688733 | 6.70E−13 | 9.91E−11 | − 0.491155695 | 1.32E−29 |
PRR19 | 0.666407262 | 0.728756031 | 0.129031796 | 9.23E−13 | 1.37E−10 | − 0.420836129 | 2.20E−21 |
AGR2 | 0.669953934 | 0.554274136 | − 0.273462209 | 1.68E−12 | 2.49E−10 | − 0.51205684 | 1.93E−32 |
NQO1 | 0.702158099 | 0.525979398 | − 0.416789616 | 2.08E−12 | 3.08E−10 | − 0.425444078 | 7.26E−22 |
GIPC2 | 0.179310415 | 0.281572165 | 0.651045433 | 3.52E−12 | 5.21E−10 | − 0.36721046 | 2.73E−16 |
OXT | 0.553265288 | 0.656785573 | 0.247451026 | 4.61E−12 | 6.83E−10 | − 0.519344744 | 1.77E−33 |
B3GALT2 | 0.534256964 | 0.658626901 | 0.301927631 | 6.78E−12 | 1.00E−09 | − 0.477778193 | 6.83E−28 |
EFS | 0.197613625 | 0.297157242 | 0.588544115 | 1.42E−11 | 2.10E−09 | − 0.391422631 | 1.78E−18 |
RAB34 | 0.295528869 | 0.254270265 | − 0.21693631 | 2.05E−11 | 3.03E−09 | − 0.424411453 | 9.32E−22 |
ACTRT3 | 0.391186063 | 0.353188058 | − 0.147418408 | 5.54E−11 | 8.21E−09 | − 0.329154572 | 3.27E−13 |
CLDN8 | 0.727830255 | 0.618464903 | − 0.234910297 | 9.70E−11 | 1.44E−08 | − 0.328690081 | 3.55E−13 |
AQP1 | 0.366569984 | 0.501482299 | 0.452110121 | 2.34E−10 | 3.46E−08 | − 0.597245937 | 2.74E−46 |
SP8 | 0.202841356 | 0.297916967 | 0.554558466 | 2.69E−10 | 3.98E−08 | − 0.317009628 | 2.58E−12 |
HORMAD2 | 0.350476203 | 0.461146819 | 0.395909658 | 3.14E−10 | 4.65E−08 | − 0.457907737 | 1.76E−25 |
GALM | 0.255948625 | 0.226747119 | − 0.174770041 | 6.86E−10 | 1.02E−07 | − 0.356239606 | 2.33E−15 |
RABGGTB | 0.47835678 | 0.385164319 | − 0.312612985 | 6.89E−10 | 1.02E−07 | − 0.3330019 | 1.67E−13 |
KCNE3 | 0.256671142 | 0.314316199 | 0.292295525 | 7.52E−10 | 1.11E−07 | − 0.350037722 | 7.53E−15 |
ZNF879 | 0.147629821 | 0.2000367 | 0.438280535 | 1.01E−09 | 1.50E−07 | − 0.453856587 | 5.23E−25 |
ZNF257 | 0.157589016 | 0.245609973 | 0.640202155 | 1.28E−09 | 1.89E−07 | − 0.359120932 | 1.34E−15 |
ZNF382 | 0.101492 | 0.295488981 | 1.541738316 | 1.35E−09 | 1.99E−07 | − 0.391566521 | 1.73E−18 |
GSTM1 | 0.156396431 | 0.253910031 | 0.699109797 | 2.76E−09 | 4.08E−07 | − 0.563212162 | 2.84E−40 |
PLAU | 0.62150196 | 0.702145935 | 0.176011973 | 4.00E−09 | 5.92E−07 | − 0.570934425 | 1.41E−41 |
PIGR | 0.667952501 | 0.708575582 | 0.085176236 | 5.52E−09 | 8.16E−07 | − 0.658618149 | 3.68E−59 |
CFTR | 0.282943087 | 0.394972666 | 0.481240926 | 9.95E−09 | 1.47E−06 | − 0.42150843 | 1.88E−21 |
SPDYC | 0.704147468 | 0.724837107 | 0.041779213 | 1.76E−08 | 2.60E−06 | − 0.47588325 | 1.18E−27 |
ZNF418 | 0.242511045 | 0.347906619 | 0.520649675 | 2.19E−08 | 3.23E−06 | − 0.60435923 | 1.23E−47 |
KLHDC9 | 0.218223326 | 0.21602453 | − 0.014610182 | 2.63E−08 | 3.90E−06 | − 0.324984031 | 6.72E−13 |
ZNF69 | 0.117564379 | 0.142619404 | 0.278719274 | 2.66E−08 | 3.94E−06 | − 0.321104504 | 1.30E−12 |
FAM84A | 0.212175332 | 0.283041565 | 0.415757 | 3.53E−08 | 5.23E−06 | − 0.335916441 | 9.96E−14 |
PPP1R14D | 0.554947827 | 0.482097369 | − 0.203027589 | 6.64E−08 | 9.82E−06 | − 0.560710402 | 7.40E−40 |
TCP11 | 0.624104627 | 0.659912943 | 0.080487807 | 7.18E−08 | 1.06E−05 | − 0.651746879 | 1.43E−57 |
ZNF300 | 0.328409005 | 0.415250076 | 0.338486746 | 9.38E−08 | 1.39E−05 | − 0.472110183 | 3.46E−27 |
MPV17L | 0.092385716 | 0.163253978 | 0.821376431 | 1.86E−07 | 2.75E−05 | − 0.441792534 | 1.23E−23 |
KRT20 | 0.790374237 | 0.804070021 | 0.02478522 | 2.92E−07 | 4.33E−05 | − 0.571800235 | 1.00E−41 |
GKN2 | 0.599299248 | 0.671212935 | 0.163493955 | 4.56E−07 | 6.76E−05 | − 0.340697654 | 4.22E−14 |
ZNF502 | 0.329208879 | 0.402697069 | 0.290691725 | 6.68E−07 | 9.88E−05 | − 0.663271171 | 2.91E−60 |
C17orf98 | 0.545496557 | 0.602566194 | 0.143549644 | 1.03E−06 | 0.000151843 | − 0.529865333 | 5.12E−35 |
ZNF880 | 0.140875018 | 0.238786926 | 0.76130805 | 1.04E−06 | 0.000154315 | − 0.560715099 | 7.38E−40 |
ZNF701 | 0.240700225 | 0.290476188 | 0.271182411 | 1.55E−06 | 0.000229592 | − 0.408643207 | 3.83E−20 |
NR0B1 | 0.283614274 | 0.392651776 | 0.469320279 | 1.59E−06 | 0.000235507 | − 0.320709703 | 1.39E−12 |
ZNF43 | 0.067179039 | 0.115788942 | 0.78541442 | 1.79E−06 | 0.000265629 | − 0.375124186 | 5.52E−17 |
HCAR1 | 0.43400231 | 0.376162376 | − 0.206347167 | 1.93E−06 | 0.000285658 | − 0.401199574 | 2.07E−19 |
IRX2 | 0.289887257 | 0.40281496 | 0.474625351 | 3.59E−06 | 0.000530859 | − 0.539421825 | 1.83E−36 |
TMEM63A | 0.188744901 | 0.177446694 | − 0.089051973 | 4.10E−06 | 0.000607535 | − 0.345096982 | 1.89E−14 |
ITPRIPL1 | 0.294502802 | 0.374069204 | 0.345023839 | 4.14E−06 | 0.000613146 | − 0.44960488 | 1.61E−24 |
LYZ | 0.699231698 | 0.733682794 | 0.069385864 | 4.77E−06 | 0.000705417 | − 0.424840466 | 8.40E−22 |
IFNLR1 | 0.246226199 | 0.232227751 | − 0.084443891 | 9.60E−06 | 0.001421224 | − 0.420673159 | 2.29E−21 |
TUSC1 | 0.13659181 | 0.18296341 | 0.421684184 | 9.60E−06 | 0.001421229 | − 0.395587597 | 7.19E−19 |
MAGEB2 | 0.842482835 | 0.77366049 | − 0.122946694 | 1.08E−05 | 0.001598591 | − 0.352008819 | 5.20E−15 |
BVES | 0.191406638 | 0.252664551 | 0.400582407 | 1.12E−05 | 0.001655808 | − 0.321449081 | 1.23E−12 |
LRRIQ4 | 0.704379076 | 0.645150221 | − 0.126716926 | 1.21E−05 | 0.001791741 | − 0.38912631 | 2.93E−18 |
RASSF10 | 0.120420032 | 0.181039038 | 0.588225416 | 5.00E−05 | 0.007400364 | − 0.328252794 | 3.83E−13 |
PRICKLE4 | 0.605330662 | 0.686379771 | 0.181283603 | 8.15E−05 | 0.012068682 | − 0.318883347 | 1.89E−12 |
SYCP2 | 0.665037997 | 0.675303689 | 0.022099668 | 0.000123074 | 0.018214969 | − 0.655943521 | 1.55E−58 |
WBP2NL | 0.524579367 | 0.489275744 | − 0.1005133 | 0.000184004 | 0.027232614 | − 0.343246032 | 2.65E−14 |
BST2 | 0.422881206 | 0.380549863 | − 0.152166944 | 0.000187292 | 0.027719241 | − 0.589617095 | 7.07E−45 |
PLSCR4 | 0.17571366 | 0.196664014 | 0.162506649 | 0.000241916 | 0.035803514 | − 0.365149084 | 4.10E−16 |
GBP4 | 0.149941894 | 0.137445221 | − 0.125546784 | 0.000249246 | 0.036888372 | − 0.316476516 | 2.82E−12 |
RPL7A | 0.801995847 | 0.754500966 | − 0.088072019 | 0.000275207 | 0.040730644 | − 0.319271372 | 1.77E−12 |
ARHGDIB | 0.327607353 | 0.313354218 | − 0.064173323 | 0.000282085 | 0.04174863 | − 0.552243 | 1.77E−38 |
CYB5A | 0.127300153 | 0.141309476 | 0.150624055 | 0.000302943 | 0.044835593 | − 0.371106098 | 1.25E−16 |