American Journal of Respiratory and Critical Care Medicine · 2020 · 113 citations · 48 references
Life SciencesCell BiologyMolecular BiologyMolecular PathologyProteomicsTranscriptomicsPulmonary PathologySingle-cell AnalysisSingle-cell GenomicsSingle-cell ProteomicsSingle-cell Rna Sequencing AnalysisSingle-cell TranscriptomicsPulmonary NeoplasiaPulmonary NeoplasmsSingle-cell BiomarkersSingle-cell Rna SequencingSingle-nucleus Rna SequencingTranscriptomic ValidationTuberous Sclerosis Complex GeneticsValidation Of Diagnostic Markers
Abstract Rationale Lymphangioleiomyomatosis (LAM) is a metastatic neoplasm of reproductive-age women associated with mutations in tuberous sclerosis complex genes. LAM causes cystic remodeling of the lung and progressive respiratory failure. The sources and cellular characteristics of LAM cells underlying disease pathogenesis remain elusive. Objectives Identification and characterization of LAM cells in human lung and uterus using a single-cell approach. Methods Single-cell and single-nuclei RNA sequencing on LAM (n = 4) and control (n = 7) lungs, immunofluorescence confocal microscopy, ELISA, and aptamer proteomics were used to identify and validate LAMCORE cells and secreted biomarkers, predict cellular origins, and define molecular and cellular networks in LAM. Measurements and Main Results A unique cell type termed LAMCORE was identified, which was distinct from, but closely related to, lung mesenchymal cells. LAMCORE cells expressing signature genes included known LAM markers such as PMEL, FIGF, CTSK, and MLANA and novel biomarkers validated by aptamer screening, ELISA, and immunofluorescence microscopy. LAM cells in lung and uterus are morphologically indistinguishable and share similar gene expression profiles and biallelic TSC2 mutations, supporting a potential uterine origin for the LAMCORE cell. Effects of LAM on resident pulmonary cell types indicated recruitment and activation of lymphatic endothelial cells. Conclusions A unique population of LAMCORE cells was identified in lung and uterus of patients with LAM, sharing close transcriptomic identity. LAM cell selective markers, secreted biomarkers, and the predicted cellular molecular features provide new insights into the signaling and transcriptional programs that may serve as diagnostic markers and therapeutic targets to influence the pathogenesis of LAM.
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
Comprehensive Classification of Retinal Bipolar Neurons by Single-Cell Transcriptomics
Karthik Shekhar, Sylvain W. Lapan, Irene E. Whitney et al. · Cell · 2016 · 1.3K citations · Full text
Paul A. Reyfman, James M. Walter, Nikita Joshi et al. · American Journal of Respiratory and Critical Care Medicine · 2018 · 1.3K citations · Full text