IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v13y2022i1d10.1038_s41467-022-34581-2.html
   My bibliography  Save this article

Single cell profiling of primary and paired metastatic lymph node tumors in breast cancer patients

Author

Listed:
  • Tong Liu

    (Harbin Medical University Cancer Hospital, Harbin, China; Heilongjiang Academy of Medical Sciences)

  • Cheng Liu

    (Peking University Health Science Center
    Peking University Health Science Center
    Peking University Health Science Center)

  • Meisi Yan

    (Harbin Medical University)

  • Lei Zhang

    (Peking University Health Science Center
    Peking University Health Science Center
    Peking University Health Science Center)

  • Jing Zhang

    (Peking University Health Science Center
    Peking University Health Science Center
    Peking University Health Science Center)

  • Min Xiao

    (Harbin Medical University Cancer Hospital, Harbin, China; Heilongjiang Academy of Medical Sciences)

  • Zhigao Li

    (Harbin Medical University Cancer Hospital, Harbin, China; Heilongjiang Academy of Medical Sciences)

  • Xiaofan Wei

    (Peking University Health Science Center
    Peking University Health Science Center
    Peking University Health Science Center)

  • Hongquan Zhang

    (Peking University Health Science Center
    Peking University Health Science Center
    Peking University Health Science Center
    Shenzhen University School of Medicine)

Abstract

The microenvironment of lymph node metastasized tumors (LNMT) determines tumor progression and response to therapy, but a systematic study of LNMT is lacking. Here, we generate single-cell maps of primary tumors (PTs) and paired LNMTs in 8 breast cancer patients. We demonstrate that the activation, cytotoxicity, and proliferation of T cells are suppressed in LNMT compared with PT. CD4+CXCL13+ T cells in LNMT are more likely to differentiate into an exhausted state. Interestingly, LAMP3+ dendritic cells in LNMT display lower T cell priming and activating ability than in PT. Additionally, we identify a subtype of PLA2G2A+ cancer-associated fibroblasts enriched in HER2+ breast cancer patients that promotes immune infiltration. We also show that the antigen-presentation pathway is downregulated in malignant cells of the metastatic lymph node. Altogether, we characterize the microenvironment of LNMT and PT, which may shed light on the individualized therapeutic strategies for breast cancer patients with lymph node metastasis.

Suggested Citation

  • Tong Liu & Cheng Liu & Meisi Yan & Lei Zhang & Jing Zhang & Min Xiao & Zhigao Li & Xiaofan Wei & Hongquan Zhang, 2022. "Single cell profiling of primary and paired metastatic lymph node tumors in breast cancer patients," Nature Communications, Nature, vol. 13(1), pages 1-17, December.
    • Handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-34581-2
    DOI: 10.1038/s41467-022-34581-2
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-022-34581-2
    File Function: Abstract
    Download Restriction: no
    File URL: https://libkey.io/10.1038/s41467-022-34581-2?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. Lei Zhang & Xin Yu & Liangtao Zheng & Yuanyuan Zhang & Yansen Li & Qiao Fang & Ranran Gao & Boxi Kang & Qiming Zhang & Julie Y. Huang & Hiroyasu Konno & Xinyi Guo & Yingjiang Ye & Songyuan Gao & Shan , 2018. "Lineage tracking reveals dynamic relationships of T cells in colorectal cancer," Nature, Nature, vol. 564(7735), pages 268-272, December.
    2. Mihriban Karaayvaz & Simona Cristea & Shawn M. Gillespie & Anoop P. Patel & Ravindra Mylvaganam & Christina C. Luo & Michelle C. Specht & Bradley E. Bernstein & Franziska Michor & Leif W. Ellisen, 2018. "Unravelling subclonal heterogeneity and aggressive disease states in TNBC through single-cell RNA-seq," Nature Communications, Nature, vol. 9(1), pages 1-10, December.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Tingting Liu & Zhenzhen Wang & Xiaotong Xue & Zhe Wang & Yuan Zhang & Zihao Mi & Qing Zhao & Lele Sun & Chuan Wang & Peidian Shi & Gongqi Yu & Meng Wang & Yonghu Sun & Fuzhong Xue & Hong Liu & Furen Z, 2024. "Single-cell transcriptomics analysis of bullous pemphigoid unveils immune-stromal crosstalk in type 2 inflammatory disease," Nature Communications, Nature, vol. 15(1), pages 1-16, December.

    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. Yanchuan Li & Huamei Li & Cheng Peng & Ge Meng & Yijun Lu & Honglin Liu & Li Cui & Huan Zhou & Zhu Xu & Lingyun Sun & Lihong Liu & Qing Xiong & Beicheng Sun & Shiping Jiao, 2024. "Unraveling the spatial organization and development of human thymocytes through integration of spatial transcriptomics and single-cell multi-omics profiling," Nature Communications, Nature, vol. 15(1), pages 1-25, December.
    2. Keyong Sun & Runda Xu & Fuhai Ma & Naixue Yang & Yang Li & Xiaofeng Sun & Peng Jin & Wenzhe Kang & Lemei Jia & Jianping Xiong & Haitao Hu & Yantao Tian & Xun Lan, 2022. "scRNA-seq of gastric tumor shows complex intercellular interaction with an alternative T cell exhaustion trajectory," Nature Communications, Nature, vol. 13(1), pages 1-19, December.
    3. G. Gambardella & G. Viscido & B. Tumaini & A. Isacchi & R. Bosotti & D. di Bernardo, 2022. "A single-cell analysis of breast cancer cell lines to study tumour heterogeneity and drug response," Nature Communications, Nature, vol. 13(1), pages 1-12, December.
    4. Sandra Tietscher & Johanna Wagner & Tobias Anzeneder & Claus Langwieder & Martin Rees & Bettina Sobottka & Natalie Souza & Bernd Bodenmiller, 2023. "A comprehensive single-cell map of T cell exhaustion-associated immune environments in human breast cancer," Nature Communications, Nature, vol. 14(1), pages 1-20, December.
    5. Yiming Lu & Aiqing Yang & Cheng Quan & Yingwei Pan & Haoyun Zhang & Yuanfeng Li & Chengming Gao & Hao Lu & Xueting Wang & Pengbo Cao & Hongxia Chen & Shichun Lu & Gangqiao Zhou, 2022. "A single-cell atlas of the multicellular ecosystem of primary and metastatic hepatocellular carcinoma," Nature Communications, Nature, vol. 13(1), pages 1-18, December.
    6. Handong Sun & Lishen Zhang & Zhonglin Wang & Danling Gu & Mengyan Zhu & Yun Cai & Lu Li & Jiaqi Tang & Bin Huang & Bakwatanisa Bosco & Ning Li & Lingxiang Wu & Wei Wu & Liangyu Li & Yuan Liang & Lin L, 2023. "Single-cell transcriptome analysis indicates fatty acid metabolism-mediated metastasis and immunosuppression in male breast cancer," Nature Communications, Nature, vol. 14(1), pages 1-18, December.
    7. Wanying Wu & Jinyang Zhang & Xiaofei Cao & Zhengyi Cai & Fangqing Zhao, 2022. "Exploring the cellular landscape of circular RNAs using full-length single-cell RNA sequencing," Nature Communications, Nature, vol. 13(1), pages 1-14, December.
    8. Jingjing Qi & Hongxiang Sun & Yao Zhang & Zhengting Wang & Zhenzhen Xun & Ziyi Li & Xinyu Ding & Rujuan Bao & Liwen Hong & Wenqing Jia & Fei Fang & Hongzhi Liu & Lei Chen & Jie Zhong & Duowu Zou & Lia, 2022. "Single-cell and spatial analysis reveal interaction of FAP+ fibroblasts and SPP1+ macrophages in colorectal cancer," Nature Communications, Nature, vol. 13(1), pages 1-20, December.
    9. Brian D. Lehmann & Antonio Colaprico & Tiago C. Silva & Jianjiao Chen & Hanbing An & Yuguang Ban & Hanchen Huang & Lily Wang & Jamaal L. James & Justin M. Balko & Paula I. Gonzalez-Ericsson & Melinda , 2021. "Multi-omics analysis identifies therapeutic vulnerabilities in triple-negative breast cancer subtypes," Nature Communications, Nature, vol. 12(1), pages 1-18, December.
    10. Ji-Yong Sung & Hyun-Tae Shin & Kyung-Ah Sohn & Soo-Yong Shin & Woong-Yang Park & Je-Gun Joung, 2019. "Assessment of intratumoral heterogeneity with mutations and gene expression profiles," PLOS ONE, Public Library of Science, vol. 14(7), pages 1-15, July.
    11. Yang Liu & Shuang-Yan Ye & Shuai He & Dong-Mei Chi & Xiu-Zhi Wang & Yue-Feng Wen & Dong Ma & Run-Cong Nie & Pu Xiang & You Zhou & Zhao-Hui Ruan & Rou-Jun Peng & Chun-Ling Luo & Pan-Pan Wei & Guo-Wang , 2024. "Single-cell and spatial transcriptome analyses reveal tertiary lymphoid structures linked to tumour progression and immunotherapy response in nasopharyngeal carcinoma," Nature Communications, Nature, vol. 15(1), pages 1-22, December.
    12. Victoria Stary & Ram V. Pandey & Julia List & Lisa Kleissl & Florian Deckert & Julijan Kabiljo & Johannes Laengle & Vasileios Gerakopoulos & Rudolf Oehler & Lukas Watzke & Matthias Farlik & Samuel W. , 2024. "Dysfunctional tumor-infiltrating Vδ1 + T lymphocytes in microsatellite-stable colorectal cancer," Nature Communications, Nature, vol. 15(1), pages 1-15, December.
    13. Vidhya M. Ravi & Nicolas Neidert & Paulina Will & Kevin Joseph & Julian P. Maier & Jan Kückelhaus & Lea Vollmer & Jonathan M. Goeldner & Simon P. Behringer & Florian Scherer & Melanie Boerries & Marie, 2022. "T-cell dysfunction in the glioblastoma microenvironment is mediated by myeloid cells releasing interleukin-10," Nature Communications, Nature, vol. 13(1), pages 1-16, December.
    14. Duy Pham & Xiao Tan & Brad Balderson & Jun Xu & Laura F. Grice & Sohye Yoon & Emily F. Willis & Minh Tran & Pui Yeng Lam & Arti Raghubar & Priyakshi Kalita-de Croft & Sunil Lakhani & Jana Vukovic & Ma, 2023. "Robust mapping of spatiotemporal trajectories and cell–cell interactions in healthy and diseased tissues," Nature Communications, Nature, vol. 14(1), pages 1-25, December.
    15. Laura Yerly & Christine Pich-Bavastro & Jeremy Domizio & Tania Wyss & Stéphanie Tissot-Renaud & Michael Cangkrama & Michel Gilliet & Sabine Werner & François Kuonen, 2022. "Integrated multi-omics reveals cellular and molecular interactions governing the invasive niche of basal cell carcinoma," Nature Communications, Nature, vol. 13(1), pages 1-16, December.
    16. Sarah Cappuyns & Gino Philips & Vincent Vandecaveye & Bram Boeckx & Rogier Schepers & Thomas Van Brussel & Ingrid Arijs & Aurelie Mechels & Ayse Bassez & Francesca Lodi & Joris Jaekers & Halit Topal &, 2023. "PD-1- CD45RA+ effector-memory CD8 T cells and CXCL10+ macrophages are associated with response to atezolizumab plus bevacizumab in advanced hepatocellular carcinoma," Nature Communications, Nature, vol. 14(1), pages 1-17, December.
    17. Alma Andersson & Ludvig Larsson & Linnea Stenbeck & Fredrik Salmén & Anna Ehinger & Sunny Z. Wu & Ghamdan Al-Eryani & Daniel Roden & Alex Swarbrick & Åke Borg & Jonas Frisén & Camilla Engblom & Joakim, 2021. "Spatial deconvolution of HER2-positive breast cancer delineates tumor-associated cell type interactions," Nature Communications, Nature, vol. 12(1), pages 1-14, December.
    18. Yan Li & Bing Wang & Wentao Yang & Fahan Ma & Jianling Zou & Kai Li & Subei Tan & Jinwen Feng & Yunzhi Wang & Zhaoyu Qin & Zhiyu Chen & Chen Ding, 2024. "Longitudinal plasma proteome profiling reveals the diversity of biomarkers for diagnosis and cetuximab therapy response of colorectal cancer," Nature Communications, Nature, vol. 15(1), pages 1-23, December.
    19. Lilong Liu & Yaxin Hou & Changqi Deng & Zhen Tao & Zhaohui Chen & Junyi Hu & Ke Chen, 2022. "Single cell sequencing reveals that CD39 inhibition mediates changes to the tumor microenvironment," Nature Communications, Nature, vol. 13(1), pages 1-16, December.
    20. Hussein A. Abbas & Dapeng Hao & Katarzyna Tomczak & Praveen Barrodia & Jin Seon Im & Patrick K. Reville & Zoe Alaniz & Wei Wang & Ruiping Wang & Feng Wang & Gheath Al-Atrash & Koichi Takahashi & Jing , 2021. "Single cell T cell landscape and T cell receptor repertoire profiling of AML in context of PD-1 blockade therapy," Nature Communications, Nature, vol. 12(1), pages 1-13, 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:13:y:2022:i:1:d:10.1038_s41467-022-34581-2. 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.