Cancer Cell · 2025 · 15 citations · 48 references
MedicineCell BiologyOncologyInflammationNeoplasiaTumor ProgressionCancer TranscriptomicsInflammation-associated CarcinogenesisInflammatory SignalingLung CancerLung DevelopmentPulmonary InflammationAlveolar MorphogenesisImmune Checkpoint Blockade CombinationsImmune Checkpoint Blockade SynergyInflammatory NicheLung Progenitor CellsSpatial Transcriptomic HeterogeneitySpatial Transcriptomics Of MacrophagesTumor Microenvironment Mapping
The co-evolution of different cell subsets in the progression of precursor lesions to lung adenocarcinoma (LUAD) is incompletely understood. We generated spatial transcriptomic maps of 56 human precursor lesions and LUADs from 25 patients and of an independent cohort of 36 lesions from 19 patients, analyzing a total of 486,519 spots and 5.4 million cells. We identify region-specific programs that distinguish precursors from LUADs. Spatially resolved clonal architectures reveal patient-specific heterogeneity in evolution of precursors to LUADs. We find epithelial alveolar progenitors expressing tumor-associated meta-programs and residing in niches enriched with proinflammatory subsets including IL1B high macrophages. Epithelial-proinflammatory niches are prevalent in precursor lesions but become less frequent in LUADs. These niches are conserved in mice and promote alveolar progenitor growth. Targeting inflammation alone or in combination with immune checkpoint blockade in precancerous phase reduces alveolar progenitors. Epithelial-inflammatory niches are stage-specific, shape early LUAD development and represent promising targets for interception.
48
The Molecular Signatures Database Hallmark Gene Set Collection
Arthur Liberzon, Chet Birger, Helga Thorvaldsdóttir et al. · Cell Systems · 2015 · 14.5K citations · Full text
Fast, sensitive and accurate integration of single-cell data with Harmony
Ilya Korsunsky, Nghia Millard, Jean Fan et al. · Nature Methods · 2019 · 10.5K citations · Full text
Molecular signatures database (MSigDB) 3.0
Arthur Liberzon, Aravind Subramanian, Reid M. Pinchback et al. · Bioinformatics · 2011 · 7.7K citations · Full text