Abbreviations

ACSN Atlas of Cancer Signaling Networks
AI Artificial Intelligence
BIODICA ICA applied to Big Omics Data
BSS Blind Source Separation
CAF Cancer-Associated Fibroblasts
CNA Copy Number Alterations
CNV Copy Number Variation
CRI Center for Interdisciplinary Research
DeconICA Deconvolution of omic data through Immune Components Analysis
DEG Differentially Expressed Genes
DGE Differential Gene Expression
EM Extracellular Matrix
EWAS Epigenome-wide association study
FACS Fluorescence-activated cell sorting
GSEA Gene Set Enrichment Analysis
ICA Independent Components Analysis
ML Machine Learning
mRNA messenger RNA
MSTD Most Stable Transcriptomic Dimension
NGS New Generation Sequencing
NK Natural Killer
NMF Non-negative Matrix Factorisation
PBMC Peripheral blood mononuclear cell
PCA Principal Components Analysis
RNA-seq RNA sequencing
scRNA-seq single cell RNA sequencing
SVM Support Vector Machine
SVR Support Vector Regression
TCGA The Cancer Genome Atlas
TIL Tumor Infiltrating Leucocytes
TMA Tissue Microarrays
TME Tumor Microenvironment
TPM Transcripts Per Kilobase Million
t-SNE T-distributed Stochastic Neighbor Embedding
UMAP Uniform Manifold Approximation and Projection for Dimension Reduction