Skip to main content
. 2025 May 15;13(5):1203. doi: 10.3390/biomedicines13051203
BC Bladder Cancer
NMIBC Non-muscle-invasive Bladder Cancer
MIBC Muscle-invasive Bladder Cancer
TME Tumor Microenvironment
MR Mendelian randomization
SNPs Single Nucleotide Polymorphisms
rsIDs Reference SNP IDs
IVs Instrumental Variables
IVW Inverse Variance-weighted
TPM Transcripts Per Million
iDEGs Immune-related Differentially Expressed Genes
PPI Protein–protein Interaction
GO Gene Ontology
KEGG Kyoto Encyclopedia of Genes and Genomes
GBM Gradient Boosting Machine
GLM Generalized Linear Model
NNET Neural Network
KNN K-nearest Neighbors
DT Decision Tree
LASSO Least Absolute Shrinkage and Selection Operator
RF Random Forest
SVM Support Vector Machines
XGB Extreme Gradient Boosting
RMSE Root Mean Square of Residuals
AUC Area Under the Curve