IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v15y2024i1d10.1038_s41467-024-48700-8.html
   My bibliography  Save this article

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

Author

Listed:
  • Marco Zuani

    (Wellcome Genome Campus
    Wellcome Genome Campus
    University of Cambridge
    Wellcome Trust—Medical Research Council Cambridge Stem Cell Institute)

  • Haoliang Xue

    (Wellcome Genome Campus
    Wellcome Genome Campus
    University of Cambridge
    Wellcome Trust—Medical Research Council Cambridge Stem Cell Institute)

  • Jun Sung Park

    (Wellcome Genome Campus
    Wellcome Genome Campus
    Wellcome Genome Campus)

  • Stefan C. Dentro

    (Wellcome Genome Campus
    DKFZ)

  • Zaira Seferbekova

    (Wellcome Genome Campus)

  • Julien Tessier

    (Sanofi)

  • Sandra Curras-Alonso

    (Sanofi)

  • Angela Hadjipanayis

    (Sanofi)

  • Emmanouil I. Athanasiadis

    (Wellcome Genome Campus
    University of West Attica)

  • Moritz Gerstung

    (Wellcome Genome Campus
    Wellcome Genome Campus
    DKFZ)

  • Omer Bayraktar

    (Wellcome Genome Campus
    Wellcome Genome Campus)

  • Ana Cvejic

    (Wellcome Genome Campus
    Wellcome Genome Campus
    University of Cambridge
    University of Copenhagen)

Abstract

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.

Suggested Citation

  • Marco Zuani & Haoliang Xue & Jun Sung Park & Stefan C. Dentro & Zaira Seferbekova & Julien Tessier & Sandra Curras-Alonso & Angela Hadjipanayis & Emmanouil I. Athanasiadis & Moritz Gerstung & Omer Bay, 2024. "Single-cell and spatial transcriptomics analysis of non-small cell lung cancer," Nature Communications, Nature, vol. 15(1), pages 1-17, December.
  • Handle: RePEc:nat:natcom:v:15:y:2024:i:1:d:10.1038_s41467-024-48700-8
    DOI: 10.1038/s41467-024-48700-8
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-024-48700-8
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-024-48700-8?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Zhilei Bian & Yandong Gong & Tao Huang & Christopher Z. W. Lee & Lihong Bian & Zhijie Bai & Hui Shi & Yang Zeng & Chen Liu & Jian He & Jie Zhou & Xianlong Li & Zongcheng Li & Yanli Ni & Chunyu Ma & Le, 2020. "Deciphering human macrophage development at single-cell resolution," Nature, Nature, vol. 582(7813), pages 571-576, June.
    2. Nayoung Kim & Hong Kwan Kim & Kyungjong Lee & Yourae Hong & Jong Ho Cho & Jung Won Choi & Jung-Il Lee & Yeon-Lim Suh & Bo Mi Ku & Hye Hyeon Eum & Soyean Choi & Yoon-La Choi & Je-Gun Joung & Woong-Yang, 2020. "Single-cell RNA sequencing demonstrates the molecular and cellular reprogramming of metastatic lung adenocarcinoma," Nature Communications, Nature, vol. 11(1), pages 1-15, December.
    3. Fengying Wu & Jue Fan & Yayi He & Anwen Xiong & Jia Yu & Yixin Li & Yan Zhang & Wencheng Zhao & Fei Zhou & Wei Li & Jie Zhang & Xiaosheng Zhang & Meng Qiao & Guanghui Gao & Shanhao Chen & Xiaoxia Chen, 2021. "Single-cell profiling of tumor heterogeneity and the microenvironment in advanced non-small cell lung cancer," Nature Communications, Nature, vol. 12(1), pages 1-11, December.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Yuna Landais & Céline Vallot, 2023. "Multi-modal quantification of pathway activity with MAYA," Nature Communications, Nature, vol. 14(1), pages 1-13, December.
    2. Alexander Coulton & Jun Murai & Danwen Qian & Krupa Thakkar & Claire E. Lewis & Kevin Litchfield, 2024. "Using a pan-cancer atlas to investigate tumour associated macrophages as regulators of immunotherapy response," Nature Communications, Nature, vol. 15(1), pages 1-14, December.
    3. Magnus Zethoven & Luciano Martelotto & Andrew Pattison & Blake Bowen & Shiva Balachander & Aidan Flynn & Fernando J. Rossello & Annette Hogg & Julie A. Miller & Zdenek Frysak & Sean Grimmond & Lauren , 2022. "Single-nuclei and bulk-tissue gene-expression analysis of pheochromocytoma and paraganglioma links disease subtypes with tumor microenvironment," Nature Communications, Nature, vol. 13(1), pages 1-18, December.
    4. Han Luo & Xuyang Xia & Li-Bin Huang & Hyunsu An & Minyuan Cao & Gyeong Dae Kim & Hai-Ning Chen & Wei-Han Zhang & Yang Shu & Xiangyu Kong & Zhixiang Ren & Pei-Heng Li & Yang Liu & Huairong Tang & Rongh, 2022. "Pan-cancer single-cell analysis reveals the heterogeneity and plasticity of cancer-associated fibroblasts in the tumor microenvironment," Nature Communications, Nature, vol. 13(1), pages 1-17, December.
    5. Jiawei Zhou & Amber Cipriani & Yutong Liu & Gang Fang & Quefeng Li & Yanguang Cao, 2023. "Mapping lesion-specific response and progression dynamics and inter-organ variability in metastatic colorectal cancer," Nature Communications, Nature, vol. 14(1), pages 1-12, December.
    6. Yang Zhang & Gan Liu & Minzhen Tao & Hui Ning & Wei Guo & Gaofei Yin & Wen Gao & Lifei Feng & Jin Gu & Zhen Xie & Zhigang Huang, 2023. "Integrated transcriptome study of the tumor microenvironment for treatment response prediction in male predominant hypopharyngeal carcinoma," Nature Communications, Nature, vol. 14(1), pages 1-17, December.
    7. Gregor Werba & Daniel Weissinger & Emily A. Kawaler & Ende Zhao & Despoina Kalfakakou & Surajit Dhara & Lidong Wang & Heather B. Lim & Grace Oh & Xiaohong Jing & Nina Beri & Lauren Khanna & Tamas Gond, 2023. "Single-cell RNA sequencing reveals the effects of chemotherapy on human pancreatic adenocarcinoma and its tumor microenvironment," Nature Communications, Nature, vol. 14(1), pages 1-16, December.
    8. Hai C. T. Nguyen & Bukyung Baik & Sora Yoon & Taesung Park & Dougu Nam, 2023. "Benchmarking integration of single-cell differential expression," Nature Communications, Nature, vol. 14(1), pages 1-16, December.
    9. Jae-Won Cho & Seyeon Park & Gamin Kim & Heonjong Han & Hyo Sup Shim & Sunhye Shin & Yong-Soo Bae & Seong Yong Park & Sang-Jun Ha & Insuk Lee & Hye Ryun Kim, 2021. "Dysregulation of TFH-B-TRM lymphocyte cooperation is associated with unfavorable anti-PD-1 responses in EGFR-mutant lung cancer," Nature Communications, Nature, vol. 12(1), pages 1-16, December.
    10. Zhoufeng Wang & Zhe Li & Kun Zhou & Chengdi Wang & Lili Jiang & Li Zhang & Ying Yang & Wenxin Luo & Wenliang Qiao & Gang Wang & Yinyun Ni & Shuiping Dai & Tingting Guo & Guiyi Ji & Minjie Xu & Yiying , 2021. "Deciphering cell lineage specification of human lung adenocarcinoma with single-cell RNA sequencing," Nature Communications, Nature, vol. 12(1), pages 1-15, December.
    11. Christopher J. Hanley & Sara Waise & Matthew J. Ellis & Maria A. Lopez & Wai Y. Pun & Julian Taylor & Rachel Parker & Lucy M. Kimbley & Serena J. Chee & Emily C. Shaw & Jonathan West & Aiman Alzetani , 2023. "Single-cell analysis reveals prognostic fibroblast subpopulations linked to molecular and immunological subtypes of lung cancer," Nature Communications, Nature, vol. 14(1), pages 1-18, December.
    12. Z. L. Liu & X. Y. Meng & R. J. Bao & M. Y. Shen & J. J. Sun & W. D. Chen & F. Liu & Y. He, 2024. "Single cell deciphering of progression trajectories of the tumor ecosystem in head and neck cancer," Nature Communications, Nature, vol. 15(1), pages 1-18, December.
    13. Roberta Piras & Emily Y. Ko & Connor Barrett & Marco Simone & Xianzhi Lin & Marina T. Broz & Fernando H. G. Tessaro & Mireia Castillo-Martin & Carlos Cordon-Cardo & Helen S. Goodridge & Dolores Vizio , 2022. "circCsnk1g3- and circAnkib1-regulated interferon responses in sarcoma promote tumorigenesis by shaping the immune microenvironment," Nature Communications, Nature, vol. 13(1), pages 1-14, December.
    14. Qi Zhang & Rober Abdo & Cristiana Iosef & Tomonori Kaneko & Matthew Cecchini & Victor K. Han & Shawn Shun-Cheng Li, 2022. "The spatial transcriptomic landscape of non-small cell lung cancer brain metastasis," Nature Communications, Nature, vol. 13(1), pages 1-19, December.
    15. Guangyuan Li & Baobao Song & Harinder Singh & V. B. Surya Prasath & H. Leighton Grimes & Nathan Salomonis, 2023. "Decision level integration of unimodal and multimodal single cell data with scTriangulate," Nature Communications, Nature, vol. 14(1), pages 1-16, December.
    16. Yuefan Huang & Vakul Mohanty & Merve Dede & Kyle Tsai & May Daher & Li Li & Katayoun Rezvani & Ken Chen, 2023. "Characterizing cancer metabolism from bulk and single-cell RNA-seq data using METAFlux," Nature Communications, Nature, vol. 14(1), pages 1-16, December.
    17. Jiarui Ding & John J. Garber & Amiko Uchida & Ariel Lefkovith & Grace T. Carter & Praveen Vimalathas & Lauren Canha & Michael Dougan & Kyle Staller & Joseph Yarze & Toni M. Delorey & Orit Rozenblatt-R, 2024. "An esophagus cell atlas reveals dynamic rewiring during active eosinophilic esophagitis and remission," Nature Communications, Nature, vol. 15(1), pages 1-18, December.
    18. Lei Xiong & Kang Tian & Yuzhe Li & Weixi Ning & Xin Gao & Qiangfeng Cliff Zhang, 2022. "Online single-cell data integration through projecting heterogeneous datasets into a common cell-embedding space," Nature Communications, Nature, vol. 13(1), pages 1-17, December.
    19. Yin Li & Manling Jiang & Ling Aye & Li Luo & Yong Zhang & Fengkai Xu & Yongqi Wei & Dan Peng & Xiang He & Jie Gu & Xiaofang Yu & Guoping Li & Di Ge & Chunlai Lu, 2024. "UPP1 promotes lung adenocarcinoma progression through the induction of an immunosuppressive microenvironment," Nature Communications, Nature, vol. 15(1), pages 1-23, December.
    20. Ido Nofech-Mozes & David Soave & Philip Awadalla & Sagi Abelson, 2023. "Pan-cancer classification of single cells in the tumour microenvironment," Nature Communications, Nature, vol. 14(1), pages 1-14, December.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nat:natcom:v:15:y:2024:i:1:d:10.1038_s41467-024-48700-8. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.