Welcome to IO-LncLand

IO-LncLand is a comprehensive pan-cancer single-cell atlas of immune-associated long noncoding RNAs across the tumor microenvironment. Built from more than 370,000 immune cells spanning 18 cancer types, the atlas systematically maps lncRNA expression programs, regulatory circuits, and functional states across major lymphoid and myeloid lineages in the TME.

eg. LINC01943, MIR155HG, NEAT1, MIR4435-2HG

Cell markers
Tumor reactive
Cell-state dynamics
Cell-type-specific regulatory network
Prognostic relevance
TAM-associated programs
CRISPR validation