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. 2023 May 25;14:1094042. doi: 10.3389/fimmu.2023.1094042
SKCM skin cutaneous melanoma
GEO gene expression omnibus
MRS monocyte-related signature
DSS disease specific survival
PFS progression free survival
HLA human leukocyte antigen
ICIs immune checkpoint inhibitors
TME tumor microenvironment
TIME tumor immune microenvironment
scRNA-seq single-cell RNA sequencing
CPM counts per million
TCGA the cancer genome atlas
PCA principal component analysis
t-SNE t-Distributed Stochastic Neighbor Embedding
NMF non-negative matrix factorization
RSF random survival forest
Enet elastic network
plsRcox partial least squares regression for Cox
SuperPC supervised principal components
GBM generalized boosted regression modeling
survival-SVM survival support vector machine
LOOCV leave-one-out cross-validation
ROC receiver operator characteristic curve
DCA decision curve analysis
ssGSEA single sample gene set enrichment analysis
MsigDB Molecular Signatures Database
GSEA gene set enrichment analysis
GO Gene Ontology
TISCH tumor immune single-cell hub
IFITM3 interferon induced transmembrane protein
AJCC American Joint Committee on Cancer
HMOX1 Heme Oxygenase 1
HCC hepatocellular carcinoma