This is a package for R-system (www.r-project.org) that implements the master regulator analysis algorithm (marina) and the optimized version for single-sample analysis (ssmarina).
Top transcription factors, as ranked either by 1) differential expression by transforming viral oncogenes, 2) degree in the GMIT network or 3) degree in the PANDA network. (XLSX 41 kb)
Substance abuse and addiction represent a major public health problem that impacts multiple dimensions of society, including healthcare, economy, and workforce. In 2021, over 100,000 drug overdose dea
Psoriasis is a chronic inflammatory skin disorder. Although it has been studied extensively, the molecular mechanisms driving the disease remain unclear. In this study, we utilized a tree-based machin
Mycobacterium abscessus is a rapidly growing nontuberculous mycobacterium that causes severe pulmonary infections. Recent studies indicate that ferroptosis may play a critical role in the pathogenesis