Table 1.
Types of Cancer | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Gene Name | Log2FC | FDR | Correlation with Poor OS | PAAD | BRCA | LUAD | GBM | COAD | OV | THCA | STAD | Molecular Function/Biological Process (UniProt) |
4 OVERLAPS | ||||||||||||
SMAD9 | 1.1723 | 0.0091 | Low expression | DNA-binding, transcription regulation | ||||||||
3 OVERLAPS | ||||||||||||
LGR4 | 0.7849 | 0.0127 | High expression | Differentiation, immunity | ||||||||
RARG | 0.6840 | 0.0117 | High expression | DNA-binding, transcription regulation | ||||||||
PNISR | 0.5890 | 0.0258 | Low expression | RNA-binding | ||||||||
PCOLCE2 | 0.5538 | 0.0408 | High expression | Collagen biosynthesis | ||||||||
RALGDS | 0.5128 | 0.0249 | Low expression | GTPase regulator, signal transduction | ||||||||
2 OVERLAPS | ||||||||||||
SCNN1A | 2.0490 | 0.0100 | High expression | Ion transport | ||||||||
PLA2R1 | 1.6361 | 0.0249 | High expression | Endocytosis | ||||||||
PDK4 | 1.6088 | 0.0351 | High expression | Ser/Thr protein kinase, metabolism | ||||||||
SNED1 | 1.5574 | 0.0302 | High expression | Cell-matrix adhesion | ||||||||
ADAMTSL4 | 1.5083 | 0.0176 | High expression | Peptidase, apoptosis | ||||||||
RAMP1 | 1.4724 | 0.0169 | High expression | Transport, angiogenesis | ||||||||
MFAP2 | 1.3770 | 0.0154 | High expression | Embryonic morphogenesis | ||||||||
HSPG2 | 1.2833 | 0.0073 | High expression | Angiogenesis, morphogenesis, | ||||||||
GNG7 | 1.2239 | 0.0142 | Low expression | GTPase activity | ||||||||
HOXA11 | 1.1569 | 0.0346 | High expression | DNA-binding, transcription regulation | ||||||||
ALDH3B1 | 1.1061 | 0.0081 | High expression | Oxidoreductase, metabolism | ||||||||
CORO2A | 1.0708 | 0.0321 | High expression | Actin-binding, signal transduction | ||||||||
LRP1 | 1.0403 | 0.0380 | High expression | Endocytosis | ||||||||
TMEM8B | 0.9897 | 0.0045 | Low expression | Cell adhesion, growth regulation | ||||||||
ZNF710-AS1 | 0.9413 | 0.0330 | Low expression | lncRNA | ||||||||
PYGL | 0.8856 | 0.0251 | High expression | Transferase, metabolism | ||||||||
TMED7-TICAM2 | 0.8634 | 0.0325 | High expression | Golgi organization, protein transport | ||||||||
NPEPL1 | 0.8764 | 0.0117 | Low expression | Aminopeptidase | ||||||||
SMARCD3 | 0.8743 | 0.0058 | Low expression | Chromatin regulator, neurogenesis | ||||||||
RHOBTB1 | 0.8684 | 0.0234 | Low expression | GTPase activity, actin organization | ||||||||
UNC13D | 0.8587 | 0.0368 | High expression | Exocytosis | ||||||||
DBP | 0.8034 | 0.0249 | Low expression | DNA-binding, transcription regulation | ||||||||
PDCD4 | 0.7330 | 0.0077 | Low expression | RNA-binding, apoptosis | ||||||||
MTMR7 | 0.7273 | 0.0329 | Low expression | Phosphatase | ||||||||
OTX1 | 0.6797 | 0.0091 | High expression | DNA-binding, morphogenesis | ||||||||
TXNRD3 | 0.6584 | 0.0125 | High expression | Differentiation, electron transport | ||||||||
PPOX | 0.6399 | 0.0279 | Low expression | Oxidoreductase, heme biosynthesis | ||||||||
SPAG4 | 0.6392 | 0.0404 | High expression | Differentiation, spermatogenesis | ||||||||
ANO7 | 0.6260 | 0.0329 | Low expression | Lipid transport | ||||||||
FAHD2B | 0.6164 | 0.0069 | High expression | Hydrolase | ||||||||
ORAI3 | 0.6063 | 0.0224 | Low expression | Calcium channel | ||||||||
NOP53 | 0.5938 | 0.0156 | High expression | Host-virus interaction, ribosome biogenesis | ||||||||
C17orf49 | 0.5910 | 0.0081 | Low expression | Chromatin regulator, DNA-binding | ||||||||
VAMP2 | 0.5901 | 0.0073 | Low expression | Exocytosis, protein transport | ||||||||
ZNF487 | 0.5872 | 0.0377 | Low expression | DNA-binding, transcription regulation | ||||||||
TDRD3 | 0.5832 | 0.0058 | Low expression | Chromatin regulator, RNA-binding | ||||||||
FRG1HP | 0.5302 | 0.0376 | Low expression | Pseudogene | ||||||||
PLD2 | 0.5226 | 0.0306 | High expression | Hydrolase, lipid metabolism, motility | ||||||||
MLLT6 | 0.5118 | 0.0038 | Low expression | Histone-binding, metal ion-binding |
PAAD—pancreatic cancer (dark blue), BRCA—breast cancer–luminal B (pink), LUAD—lung cancer–adenocarcinoma (turquoise), GBM—glioblastoma (orange), COAD—colon cancer (red), OV—ovarian cancer (purple), THCA—thyroid cancer (grey), STAD—stomach cancer (green). Molecular function and/or biological processes according to UniProt database [48].