| ADCC | Antibody-Dependent Cellular Cytotoxicity |
| ADCP | Antibody-Dependent Cellular Phagocytosis |
| Aire | Autoimmune Regulator |
| AJCC | American Joint Committee on Cancer |
| APC | Antigen-Presenting Cell |
| ARRIVE | Animal Research: Reporting of In Vivo Experiments |
| BRAF | v-Raf Murine Sarcoma Viral Oncogene Homolog B |
| CCL | C-C Motif Chemokine Ligand |
| CD | Cluster of Differentiation |
| CDKN2A | Cyclin-Dependent Kinase Inhibitor 2A |
| CI | Confidence Interval |
| CM | Cutaneous Melanoma |
| CTLA-4 | Cytotoxic T-Lymphocyte-Associated Protein 4 |
| ctDNA | Circulating Tumour DNA |
| CXCL | C-X-C Motif Chemokine Ligand |
| CXCR | C-X-C Motif Chemokine Receptor |
| DFS | Disease-Free Survival |
| DMFS | Distant Metastasis-Free Survival |
| DSP | Digital Spatial Profiling |
| ELISA | Enzyme-Linked Immunosorbent Assay |
| FcγR | Fc Gamma Receptor |
| FDA | U.S. Food and Drug Administration |
| FOXP3 | Forkhead Box P3 |
| Gal-3 | Galectin-3 |
| GZMA | Granzyme A |
| GZMB | Granzyme B |
| H&E | Hematoxylin and Eosin |
| HLA | Human Leukocyte Antigen |
| HPF | High-Power Field |
| HR | Hazard Ratio |
| iCAF | Inflammatory Cancer-Associated Fibroblast |
| ICI | Immune Checkpoint Inhibitor |
| IDO | Indoleamine 2,3-Dioxygenase |
| IFN-γ | Interferon Gamma |
| Ig | Immunoglobulin |
| IHC | Immunohistochemistry |
| IL | Interleukin |
| iNOS | Inducible Nitric Oxide Synthase |
| irAE | Immune-Related Adverse Event |
| IRS | Immunoreactive Score |
| I2 | I-Squared (Heterogeneity Statistic) |
| JASP | Jeffreys’s Amazing Statistics Program |
| LAG-3 | Lymphocyte Activation Gene 3 |
| LDH | Lactate Dehydrogenase |
| MAIT | Mucosal-Associated Invariant T Cell |
| MAPK | Mitogen-Activated Protein Kinase |
| MCP-4 | Monocyte Chemotactic Protein4 |
| MDSC | Myeloid-Derived Suppressor Cell |
| MEK | Mitogen-Activated Extracellular Signal-Regulated Kinase |
| MELscore | Melanoma PD-L1 Expression Score |
| MHC | Major Histocompatibility Complex |
| MITF | Microphthalmia-Associated Transcription Factor |
| MPR | Major Pathological Response |
| mRNA | Messenger Ribonucleic Acid |
| NF1 | Neurofibromin 1 |
| NK | Natural Killer |
| NKT | Natural Killer T-Cell |
| NRAS | Neuroblastoma RAS Viral Oncogene Homolog |
| OPG | Osteoprotegerin |
| ORR | Objective Response Rate |
| OS | Overall Survival |
| OXPHOS | Oxidative Phosphorylation |
| PD-1 | Programmed Cell Death Protein 1 |
| PD-L1 | Programmed Cell Death Ligand 1 |
| PD-L2 | Programmed Cell Death Ligand 2 |
| PFS | Progression-Free Survival |
| PI3K | Phosphoinositide 3-Kinase |
| PP2A | Protein Phosphatase 2A |
| PRAME | PReferentially Expressed Antigen in Melanoma |
| PRF1 | Perforin1 |
| PRISMA | Preferred Reporting Items for Systematic Reviews and Meta-Analyses |
| pSTAT1 | Phosphorylated Signal Transducer and Activator of Transcription-1 |
| PTEN | Phosphatase and Tensin Homolog |
| Qe | Cochran’s Q (Heterogeneity Test) |
| Qm | Meta-regression Moderation Test Statistic |
| RFS | Recurrence-Free Survival |
| RNA-seq | RNA Sequencing |
| ROB | Risk of Bias |
| ROBINS-I | Risk of Bias in Non-Randomised Studies of Interventions |
| ROC AUC | Receiver Operating Characteristic Area Under The Curve |
| SHP-2 | Src Homology 2 Domain-Containing Phosphatase 2 |
| SMD | Standardized Mean Difference |
| sPD-1 | Soluble Programmed Cell Death Protein 1 |
| SR/MA | Systematic Review and Meta-Analysis |
| SYRCLE | Systematic Review Centre for Laboratory Animal Experimentation |
| T-VEC | Talimogene Laherparepvec |
| TAM | Tumour-Associated Macrophage |
| TCGA | The Cancer Genome Atlas |
| TCR | T-cell Receptor |
| TEM | T Effector Memory |
| TIGIT | T-cell Immunoreceptor With Ig And ITIM Domains |
| TIL | Tumour-Infiltrating Lymphocyte |
| TIM-3 | T-cell Immunoglobulin and Mucin Domain-Containing Protein 3 |
| TLS | Tertiary Lymphoid Structure |
| TMB | Tumour Mutational Burden |
| TME | Tumour Microenvironment |
| TNF-α | Tumour Necrosis Factor Alpha |
| TNFRSF9 | Tumour Necrosis Factor Receptor Superfamily Member9 |
| TP53 | Tumour Protein p53 |
| Treg | Regulatory T Cell |
| TUNEL | Terminal Deoxynucleotidyl Transferase dUTP Nick End Labeling |
| UV | Ultraviolet |
| VEGF | Vascular Endothelial Growth Factor |
| WHO | World Health Organization |
| ZAP-70 | Zeta-Chain-Associated Protein Kinase 70 |
| τ2 | Tau Squared (Between-Study Variance) |