Alterations of multiple alveolar macrophage states in chronic obstructive pulmonary disease
Author:
Baßler KevinORCID, Fujii WataruORCID, Kapellos Theodore S.ORCID, Horne Arik, Reiz Benedikt, Dudkin ErikaORCID, Lücken Malte, Reusch Nico, Osei-Sarpong Collins, Warnat-Herresthal Stefanie, Wagner AllonORCID, Bonaguro LorenzoORCID, Günther PatrickORCID, Pizarro Carmen, Schreiber Tina, Becker MatthiasORCID, Händler KristianORCID, Wohnhaas Christian T., Baumgartner Florian, Köhler Meike, Theis Heidi, Kraut Michael, Wadsworth Marc H., Hughes Travis K., Ferreira Humberto J. G., Schulte-Schrepping JonasORCID, Hinkley Emily, Kaltheuner Ines H., Geyer MatthiasORCID, Thiele Christoph, Shalek Alex K.ORCID, Feißt Andreas, Thomas Daniel, Dickten HenningORCID, Beyer MarcORCID, Baum Patrick, Yosef Nir, Aschenbrenner Anna C.ORCID, Ulas ThomasORCID, Hasenauer JanORCID, Theis Fabian J.ORCID, Skowasch Dirk, Schultze Joachim L.ORCID
Abstract
AbstractDespite the epidemics of chronic obstructive pulmonary disease (COPD), the cellular and molecular mechanisms of this disease are far from being understood. Here, we characterize and classify the cellular composition within the alveolar space and peripheral blood of COPD patients and control donors using a clinically applicable single-cell RNA-seq technology corroborated by advanced computational approaches for: machine learning-based cell-type classification, identification of differentially expressed genes, prediction of metabolic changes, and modeling of cellular trajectories within a patient cohort. These high-resolution approaches revealed: massive transcriptional plasticity of macrophages in the alveolar space with increased levels of invading and proliferating cells, loss of MHC expression, reduced cellular motility, altered lipid metabolism, and a metabolic shift reminiscent of mitochondrial dysfunction in COPD patients. Collectively, single-cell omics of multi-tissue samples was used to build the first cellular and molecular framework for COPD pathophysiology as a prerequisite to develop molecular biomarkers and causal therapies against this deadly disease.
Publisher
Cold Spring Harbor Laboratory
Reference177 articles.
1. Pathogenesis of COPD. Part I. The role of protease-antiprotease imbalance in emphysema;Int. J. Tuberc. Lung Dis,2008 2. A comparison of automatic cell identification methods for single-cell RNA sequencing data 3. Adams, T.S. , Schupp, J.C. , Poli, S. , Ayaub, E.A. , Neumark, N. , Ahangari, F. , Chu, S.G. , Raby, B.A. , DeIuliis, G. , Januszyk, M. , et al. (2019). Single Cell RNA-seq reveals ectopic and aberrant lung resident cell populations in Idiopathic Pulmonary Fibrosis. BioRxiv 759902. 4. Influenza-induced monocyte-derived alveolar macrophages confer prolonged antibacterial protection;Nat. Immunol,2020 5. ABCG1 regulates pulmonary surfactant metabolism in mice and men
Cited by
11 articles.
订阅此论文施引文献
订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
|
|