Single-cell and spatial transcriptomics analysis of non-small cell lung cancer

被引:45
作者
De Zuani, Marco [1 ,2 ,3 ,4 ]
Xue, Haoliang [1 ,2 ,3 ,4 ]
Park, Jun Sung [1 ,2 ,5 ]
Dentro, Stefan C. [5 ,6 ]
Seferbekova, Zaira [5 ]
Tessier, Julien [7 ]
Curras-Alonso, Sandra [8 ]
Hadjipanayis, Angela [7 ]
Athanasiadis, Emmanouil I. [2 ,9 ]
Gerstung, Moritz [2 ,5 ,6 ]
Bayraktar, Omer [1 ,2 ]
Cvejic, Ana [1 ,2 ,3 ,10 ]
机构
[1] Wellcome Genome Campus, Wellcome Sanger Inst, Hinxton, England
[2] Wellcome Genome Campus, OpenTargets, Hinxton CB10 1SA, England
[3] Univ Cambridge, Dept Haematol, Cambridge, England
[4] Wellcome Trust Med Res Council, Cambridge Stem Cell Inst, Cambridge, England
[5] Wellcome Genome Campus, European Bioinformat Inst EMBL EBI, European Mol Biol Lab, Hinxton, England
[6] DKFZ, Div Artificial Intelligence Oncol, Heidelberg, Germany
[7] Sanofi, Precis Med & Computat Biol, Cambridge, MA USA
[8] Sanofi, Precis Med & Computat Biol, Paris, France
[9] Univ West Attica, Dept Biomed Engn, Med Image & Signal Proc Lab MEDISP, Athens, Greece
[10] Univ Copenhagen, Biotech Res & Innovat Ctr BRIC, Copenhagen, Denmark
基金
英国惠康基金; 欧洲研究理事会;
关键词
MACROPHAGES; LANDSCAPE; EXPRESSION;
D O I
10.1038/s41467-024-48700-8
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Lung cancer is the second most frequently diagnosed cancer and the leading cause of cancer-related mortality worldwide. Tumour ecosystems feature diverse immune cell types. Myeloid cells, in particular, are prevalent and have a well-established role in promoting the disease. In our study, we profile approximately 900,000 cells from 25 treatment-naive patients with adenocarcinoma and squamous-cell carcinoma by single-cell and spatial transcriptomics. We note an inverse relationship between anti-inflammatory macrophages and NK cells/T cells, and with reduced NK cell cytotoxicity within the tumour. While we observe a similar cell type composition in both adenocarcinoma and squamous-cell carcinoma, we detect significant differences in the co-expression of various immune checkpoint inhibitors. Moreover, we reveal evidence of a transcriptional "reprogramming" of macrophages in tumours, shifting them towards cholesterol export and adopting a foetal-like transcriptional signature which promotes iron efflux. Our multi-omic resource offers a high-resolution molecular map of tumour-associated macrophages, enhancing our understanding of their role within the tumour microenvironment. Myeloid cell populations play a critical role in lung cancer progression. Here, the authors use scRNA-seq and spatial transcriptomics to identify changes in the phenotype of macrophages within the tumour microenvironment.
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页数:17
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