IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v14y2023i1d10.1038_s41467-023-43980-y.html
   My bibliography  Save this article

Delineating the early dissemination mechanisms of acral melanoma by integrating single-cell and spatial transcriptomic analyses

Author

Listed:
  • Chuanyuan Wei

    (Fudan University
    Fudan University)

  • Wei Sun

    (Fudan University Shanghai Cancer Center
    Fudan University)

  • Kangjie Shen

    (Fudan University
    Fudan University)

  • Jingqin Zhong

    (Fudan University Shanghai Cancer Center
    Fudan University)

  • Wanlin Liu

    (Fudan University Shanghai Cancer Center
    Fudan University)

  • Zixu Gao

    (Fudan University
    Fudan University)

  • Yu Xu

    (Fudan University Shanghai Cancer Center
    Fudan University)

  • Lu Wang

    (Fudan University
    Fudan University)

  • Tu Hu

    (Fudan University Shanghai Cancer Center
    Fudan University)

  • Ming Ren

    (Fudan University
    Fudan University)

  • Yinlam Li

    (Fudan University
    Fudan University)

  • Yu Zhu

    (Fudan University
    Fudan University)

  • Shaoluan Zheng

    (Fudan University)

  • Ming Zhu

    (Fudan University
    Fudan University)

  • Rongkui Luo

    (Fudan University)

  • Yanwen Yang

    (Fudan University
    Fudan University)

  • Yingyong Hou

    (Fudan University)

  • Fazhi Qi

    (Fudan University
    Fudan University)

  • Yuhong Zhou

    (Fudan University)

  • Yong Chen

    (Fudan University Shanghai Cancer Center
    Fudan University)

  • Jianying Gu

    (Fudan University
    Fudan University
    Fudan University)

Abstract

Acral melanoma (AM) is a rare subtype of melanoma characterized by a high incidence of lymph node (LN) metastasis, a critical factor in tumor dissemination and therapeutic decision-making. Here, we employ single-cell and spatial transcriptomic analyses to investigate the dynamic evolution of early AM dissemination. Our findings reveal substantial inter- and intra-tumor heterogeneity in AM, alongside a highly immunosuppressive tumor microenvironment and complex intercellular communication networks, particularly in patients with LN metastasis. Notably, we identify a strong association between MYC+ Melanoma (MYC+MEL) and FGFBP2+NKT cells with LN metastasis. Furthermore, we demonstrate that LN metastasis requires a metabolic shift towards fatty acid oxidation (FAO) induced by MITF in MYC+MEL cells. Etomoxir, a clinically approved FAO inhibitor, can effectively suppress MITF-mediated LN metastasis. This comprehensive dataset enhances our understanding of LN metastasis in AM, and provides insights into the potential therapeutic targeting for the management of early AM dissemination.

Suggested Citation

  • Chuanyuan Wei & Wei Sun & Kangjie Shen & Jingqin Zhong & Wanlin Liu & Zixu Gao & Yu Xu & Lu Wang & Tu Hu & Ming Ren & Yinlam Li & Yu Zhu & Shaoluan Zheng & Ming Zhu & Rongkui Luo & Yanwen Yang & Yingy, 2023. "Delineating the early dissemination mechanisms of acral melanoma by integrating single-cell and spatial transcriptomic analyses," Nature Communications, Nature, vol. 14(1), pages 1-20, December.
  • Handle: RePEc:nat:natcom:v:14:y:2023:i:1:d:10.1038_s41467-023-43980-y
    DOI: 10.1038/s41467-023-43980-y
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-023-43980-y
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-023-43980-y?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. 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.
    2. Zhaohui Chen & Lijie Zhou & Lilong Liu & Yaxin Hou & Ming Xiong & Yu Yang & Junyi Hu & Ke Chen, 2020. "Single-cell RNA sequencing highlights the role of inflammatory cancer-associated fibroblasts in bladder urothelial carcinoma," Nature Communications, Nature, vol. 11(1), pages 1-12, December.
    3. Felicity Newell & James S. Wilmott & Peter A. Johansson & Katia Nones & Venkateswar Addala & Pamela Mukhopadhyay & Natasa Broit & Carol M. Amato & Robert Gulick & Stephen H. Kazakoff & Ann-Marie Patch, 2020. "Whole-genome sequencing of acral melanoma reveals genomic complexity and diversity," Nature Communications, Nature, vol. 11(1), pages 1-14, December.
    4. 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.
    5. Gioele La Manno & Ruslan Soldatov & Amit Zeisel & Emelie Braun & Hannah Hochgerner & Viktor Petukhov & Katja Lidschreiber & Maria E. Kastriti & Peter Lönnerberg & Alessandro Furlan & Jean Fan & Lars E, 2018. "RNA velocity of single cells," Nature, Nature, vol. 560(7719), pages 494-498, August.
    6. Levi A. Garraway & Hans R. Widlund & Mark A. Rubin & Gad Getz & Aaron J. Berger & Sridhar Ramaswamy & Rameen Beroukhim & Danny A. Milner & Scott R. Granter & Jinyan Du & Charles Lee & Stephan N. Wagne, 2005. "Integrative genomic analyses identify MITF as a lineage survival oncogene amplified in malignant melanoma," Nature, Nature, vol. 436(7047), pages 117-122, July.
    7. Chao Zhang & Hongru Shen & Tielong Yang & Ting Li & Xinyue Liu & Jin Wang & Zhichao Liao & Junqiang Wei & Jia Lu & Haotian Liu & Lijie Xiang & Yichen Yang & Meng Yang & Duan Wang & Yang Li & Ruwei Xin, 2022. "A single-cell analysis reveals tumor heterogeneity and immune environment of acral melanoma," Nature Communications, Nature, vol. 13(1), pages 1-14, December.
    8. Jan Bláha & Tereza Skálová & Barbora Kalousková & Ondřej Skořepa & Denis Cmunt & Valéria Grobárová & Samuel Pazicky & Edita Poláchová & Celeste Abreu & Jan Stránský & Tomáš Kovaľ & Jarmila Dušková & Y, 2022. "Structure of the human NK cell NKR-P1:LLT1 receptor:ligand complex reveals clustering in the immune synapse," Nature Communications, Nature, vol. 13(1), pages 1-18, December.
    9. Suoqin Jin & Christian F. Guerrero-Juarez & Lihua Zhang & Ivan Chang & Raul Ramos & Chen-Hsiang Kuan & Peggy Myung & Maksim V. Plikus & Qing Nie, 2021. "Inference and analysis of cell-cell communication using CellChat," Nature Communications, Nature, vol. 12(1), pages 1-20, December.
    10. Nian Jiang & Bowen Xie & Wenwu Xiao & Ming Fan & Shanxiu Xu & Yixin Duan & Yamah Hamsafar & Angela C. Evans & Jie Huang & Weibing Zhou & Xuelei Lin & Ningrong Ye & Siyi Wanggou & Wen Chen & Di Jing & , 2022. "Fatty acid oxidation fuels glioblastoma radioresistance with CD47-mediated immune evasion," Nature Communications, Nature, vol. 13(1), pages 1-20, 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. 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.
    2. Lichun Ma & Sophia Heinrich & Limin Wang & Friederike L. Keggenhoff & Subreen Khatib & Marshonna Forgues & Michael Kelly & Stephen M. Hewitt & Areeba Saif & Jonathan M. Hernandez & Donna Mabry & Roman, 2022. "Multiregional single-cell dissection of tumor and immune cells reveals stable lock-and-key features in liver cancer," Nature Communications, Nature, vol. 13(1), pages 1-17, December.
    3. Xiaojun Ren & Jianqing Liang & Yiming Zhang & Ning Jiang & Yuhui Xu & Mengdi Qiu & Yiqin Wang & Bing Zhao & Xiaojun Chen, 2022. "Single-cell transcriptomic analysis highlights origin and pathological process of human endometrioid endometrial carcinoma," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    4. Rachael G. Aubin & Emma C. Troisi & Javier Montelongo & Adam N. Alghalith & Maclean P. Nasrallah & Mariarita Santi & Pablo G. Camara, 2022. "Pro-inflammatory cytokines mediate the epithelial-to-mesenchymal-like transition of pediatric posterior fossa ependymoma," Nature Communications, Nature, vol. 13(1), pages 1-14, December.
    5. Yue Li & Tianfeng Lu & Pengzhen Dong & Jian Chen & Qiang Zhao & Yuying Wang & Tianheng Xiao & Honggang Wu & Quanyi Zhao & Hai Huang, 2024. "A single-cell atlas of Drosophila trachea reveals glycosylation-mediated Notch signaling in cell fate specification," Nature Communications, Nature, vol. 15(1), pages 1-18, December.
    6. Rohit Arora & Christian Cao & Mehul Kumar & Sarthak Sinha & Ayan Chanda & Reid McNeil & Divya Samuel & Rahul K. Arora & T. Wayne Matthews & Shamir Chandarana & Robert Hart & Joseph C. Dort & Jeff Bier, 2023. "Spatial transcriptomics reveals distinct and conserved tumor core and edge architectures that predict survival and targeted therapy response," Nature Communications, Nature, vol. 14(1), pages 1-19, December.
    7. Yumin Liu & Linjuan Shi & Yifan Chen & Sifan Luo & Yuehang Chen & Hongtian Chen & Wenlang Lan & Xun Lu & Zhan Cao & Zehua Ye & Jinping Li & Bo Yu & Elaine Dzierzak & Zhuan Li, 2024. "Autophagy regulates the maturation of hematopoietic precursors in the embryo," Nature Communications, Nature, vol. 15(1), pages 1-17, December.
    8. Hugo Croizer & Rana Mhaidly & Yann Kieffer & Geraldine Gentric & Lounes Djerroudi & Renaud Leclere & Floriane Pelon & Catherine Robley & Mylene Bohec & Arnaud Meng & Didier Meseure & Emanuela Romano &, 2024. "Deciphering the spatial landscape and plasticity of immunosuppressive fibroblasts in breast cancer," Nature Communications, Nature, vol. 15(1), pages 1-28, December.
    9. Yuki Matsushita & Angel Ka Yan Chu & Chiaki Tsutsumi-Arai & Shion Orikasa & Mizuki Nagata & Sunny Y. Wong & Joshua D. Welch & Wanida Ono & Noriaki Ono, 2022. "The fate of early perichondrial cells in developing bones," Nature Communications, Nature, vol. 13(1), pages 1-17, December.
    10. Leila R. Martins & Lina Sieverling & Michelle Michelhans & Chiara Schiller & Cihan Erkut & Thomas G. P. Grünewald & Sergio Triana & Stefan Fröhling & Lars Velten & Hanno Glimm & Claudia Scholl, 2024. "Single-cell division tracing and transcriptomics reveal cell types and differentiation paths in the regenerating lung," Nature Communications, Nature, vol. 15(1), pages 1-20, December.
    11. Marina T. Broz & Emily Y. Ko & Kristin Ishaya & Jinfen Xiao & Marco Simone & Xen Ping Hoi & Roberta Piras & Basia Gala & Fernando H. G. Tessaro & Anja Karlstaedt & Sandra Orsulic & Amanda W. Lund & Ke, 2024. "Metabolic targeting of cancer associated fibroblasts overcomes T-cell exclusion and chemoresistance in soft-tissue sarcomas," Nature Communications, Nature, vol. 15(1), pages 1-18, December.
    12. Shimrit Mayer & Tomer Milo & Achinoam Isaacson & Coral Halperin & Shoval Miyara & Yaniv Stein & Chen Lior & Meirav Pevsner-Fischer & Eldad Tzahor & Avi Mayo & Uri Alon & Ruth Scherz-Shouval, 2023. "The tumor microenvironment shows a hierarchy of cell-cell interactions dominated by fibroblasts," Nature Communications, Nature, vol. 14(1), pages 1-17, December.
    13. Jia-Cheng Lu & Lei-Lei Wu & Yi-Ning Sun & Xiao-Yong Huang & Chao Gao & Xiao-Jun Guo & Hai-Ying Zeng & Xu-Dong Qu & Yi Chen & Dong Wu & Yan-Zi Pei & Xian-Long Meng & Yi-Min Zheng & Chen Liang & Peng-Fe, 2024. "Macro CD5L+ deteriorates CD8+T cells exhaustion and impairs combination of Gemcitabine-Oxaliplatin-Lenvatinib-anti-PD1 therapy in intrahepatic cholangiocarcinoma," Nature Communications, Nature, vol. 15(1), pages 1-23, December.
    14. Zhuo Ma & Xiaofei Zhang & Wen Zhong & Hongyan Yi & Xiaowei Chen & Yinsuo Zhao & Yanlin Ma & Eli Song & Tao Xu, 2023. "Deciphering early human pancreas development at the single-cell level," Nature Communications, Nature, vol. 14(1), pages 1-17, December.
    15. Huanhuan Tan & Weixu Wang & Congjin Zhou & Yanfeng Wang & Shu Zhang & Pinglan Yang & Rui Guo & Wei Chen & Jinwen Zhang & Lan Ye & Yiqiang Cui & Ting Ni & Ke Zheng, 2023. "Single-cell RNA-seq uncovers dynamic processes orchestrated by RNA-binding protein DDX43 in chromatin remodeling during spermiogenesis," Nature Communications, Nature, vol. 14(1), pages 1-21, December.
    16. Christoph Ziegenhain & Rickard Sandberg, 2021. "BAMboozle removes genetic variation from human sequence data for open data sharing," Nature Communications, Nature, vol. 12(1), pages 1-10, December.
    17. Yoshiaki Yasumizu & Naganari Ohkura & Hisashi Murata & Makoto Kinoshita & Soichiro Funaki & Satoshi Nojima & Kansuke Kido & Masaharu Kohara & Daisuke Motooka & Daisuke Okuzaki & Shuji Suganami & Eriko, 2022. "Myasthenia gravis-specific aberrant neuromuscular gene expression by medullary thymic epithelial cells in thymoma," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    18. Qingnan Liang & Yuefan Huang & Shan He & Ken Chen, 2023. "Pathway centric analysis for single-cell RNA-seq and spatial transcriptomics data with GSDensity," Nature Communications, Nature, vol. 14(1), pages 1-17, December.
    19. Faith H. Brennan & Yang Li & Cankun Wang & Anjun Ma & Qi Guo & Yi Li & Nicole Pukos & Warren A. Campbell & Kristina G. Witcher & Zhen Guan & Kristina A. Kigerl & Jodie C. E. Hall & Jonathan P. Godbout, 2022. "Microglia coordinate cellular interactions during spinal cord repair in mice," Nature Communications, Nature, vol. 13(1), pages 1-20, December.
    20. Sandra Curras-Alonso & Juliette Soulier & Thomas Defard & Christian Weber & Sophie Heinrich & Hugo Laporte & Sophie Leboucher & Sonia Lameiras & Marie Dutreix & Vincent Favaudon & Florian Massip & Tho, 2023. "An interactive murine single-cell atlas of the lung responses to radiation injury," Nature Communications, Nature, vol. 14(1), pages 1-16, 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:14:y:2023:i:1:d:10.1038_s41467-023-43980-y. 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.