Pathway | Gene | ρSpearman | P-value |
---|---|---|---|
Tumor Inflammation Signature | RARRES1 | 0.37 | 1.53e − 13 |
EMT markers | FBN1 | 0.75 | 3.62e − 69 |
RARRES1 | 0.32 | 3.84e − 10 | |
TIMP3 | 0.60 | 1.39e − 38 | |
ECM-related genes | FBN1 | 0.70 | 8.72e − 56 |
RARRES1 | 0.35 | 4.24e − 12 | |
TIMP3 | 0.59 | 2.55e − 36 | |
Angiogenesis | FBN1 | 0.76 | 1.02e − 71 |
RARRES1 | 0.40 | 8.76e − 16 | |
TIMP3 | 0.59 | 5.05e − 36 | |
Apoptosis | FBN1 | 0.54 | 2.48e − 29 |
RARRES1 | 0.42 | 2.67e − 17 | |
TIMP3 | 0.35 | 4.28e − 12 | |
Inflammatory response | FBN1 | 0.46 | 4.35e − 21 |
RARRES1 | 0.47 | 1.37e − 21 | |
PI3K-AKT-mTOR pathway | FBN1 | 0.35 | 2.61e − 12 |
RARRES1 | 0.33 | 6.89e − 11 | |
P53 pathway | FBN1 | 0.51 | 7.82e − 27 |
RARRES1 | 0.39 | 5.46e − 15 | |
TIMP3 | 0.37 | 1.27e − 13 | |
TGFβ | FBN1 | 0.75 | 1.59e − 69 |
TIMP3 | 0.67 | 5.73e − 50 | |
IL-10 Anti-inflammatory Signaling Pathway | FBN1 | 0.32 | 2.36e − 10 |
RARRES1 | 0.43 | 1.21e − 18 | |
Genes up-regulated by reactive oxygen species (ROS) | RARRES1 | 0.45 | 2.85e − 20 |
Collagen formation | FBN1 | 0.84 | 2.12e − 101 |
TIMP3 | 0.75 | 7.58e − 68 | |
Degradation of ECM | FBN1 | 0.83 | 1.35e − 96 |
TIMP3 | 0.70 | 1.45e − 59 | |
Ferroptosis | FBN1 | 0.47 | 4.32e − 22 |
RARRES1 | 0.41 | 1.95e − 16 |