| Abbreviation | Full Name | Abbreviation | Full Name |
| PD-L1 | Programmed death-ligand 1 | EGFR | Epidermal growth factor receptor |
| PD1 | Programmed cell death protein | DDR | DNA damage repair |
| ICIs | Immune checkpoint inhibitors | ESCC patients | Esophageal squamous cell carcinoma |
| TME | Tumor microenvironment | CHEK2 | Checkpoint kinase 2 |
| ECM | Extracellular matrix | ATM | Ataxia–telangiectasia mutation |
| TAMs | Tumor-associated macrophages | KRAS | Kirsten rat sarcoma virus |
| CAFs | Cancer-associated fibroblasts | TP53 | Tumor Protein P53 |
| TMB | Tumor mutational burden | SMARCA4 | Transcription activator BRG1 |
| Tregs | Regulatory T cells | BC | Breast cancer |
| MAPK | Ras/mitogen-activated protein kinase | FS | Frameshift mutations |
| PI3K | Phosphoinositide 3-kinase | TKIs | Tyrosine kinase inhibitors |
| mTOR | Mammalian target of rapamycin | HLA-I LOH | Human leukocyte antigen-I loss of heterozygosity |
| DC | Dendritic cells | PTEN | Phosphatase and tensin homolog |
| TCs | Ttumor cells | READ | Rectal adenocarcinoma |
| dMMR | Mismatch repair-deficient | METTL3 | Methyltransferase 3, N6-adenosine-methyltransferase complex catalytic subunit |
| MDSCs | mMyeloid-derived suppressor cells | EVs | Extracellular vesicles |
| MASH-HCC | Steatohepatitis -related hepatocellular carcinoma | CRISPR–Cas9 | Clustered regularly interspaced short palindromic repeats-associated protein 9 |
| SQLE | Squalene epoxidase | TRIM28-SETDB1 | Tripartite Motif Containing 28-SET Domain Bifurcated Histone Lysine Methyltransferase 1 |
| mCRC | Metastatic Colorectal Cancer | CD3E | CD3 Epsilon Subunit |
| HCC | Hepatocellular cancer | PDCD1 | Programmed cell death protein 1 |
| PaC | Pancreatic cancer | SV | Synthetic viability |
| ICB | Immune checkpoint blockade | iCCA | Intrahepatic cholangiocarcinoma |
| NK | Natural killer | IL1RN | Interleukin-1 receptor antagonist |
| CPS | Combined positive score | TMEM92 | Transmembrane protein 92 |
| LUAD | Lung adenocarciomaadenocarcinoma | rRCC | Renal cell carcinoma |
| LATPS | Tumor microenvironment prognostic signature | ASPSCR1-TFE3 | Alveolar Soft Part Sarcoma Chromosome Region, Candidate 1–Transcription factor E3 |
| IRGPI | Immune -related gene prognostic index | CTLA4 | Cytotoxic T-lymphocyte associated protein 4 |
| TIME | Tumor immunological microenvironment | FDA | Food and drugs administration |
| NMRGS | NAD+ metabolism-related gene signature | EMA | European medicines agency |
| NSCLC | Non-small -cell lung cancer | AGAs | Actionable oncogenic alterations |
| HNSCC | Head and neck squamous cell carcinoma | VEGF | Vascular endothelial growth factor |
| PDAC | Pancreatic ductal adenocarcinoma | R/M | Recurrent or metastatic |
| IML | Immune -mesenchymal -like | BRAF | B-Raf proto-oncogene, serine/threonine kinase |
| OS | Overall Survival | HER2 | Receptor tyrosine-protein kinase erbB-2 |
| DFS | Disease-free survival | PFS | Progression-free survival |
| NGS | Next-generation sequencing | TNBC | Triple-Negative Breast Cancer |
| TCGA | The Cancer Genome Atlas | SCLC | Small-cell lung cancer |
| IFΝγ | Interferon gamma | ICI | Immune cell infiltration |
| CAMs | Cell adhesion molecules | PBMCs | Blood mononuclear cells |