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Single cell deciphering of progression trajectories of the tumor ecosystem in head and neck cancer

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  • Z. L. Liu

    (Shanghai Jiao Tong University; National Center for Stomatology; National Clinical Research Center for Oral Diseases; Shanghai Key Laboratory of Stomatology Shanghai)

  • X. Y. Meng

    (Shanghai Jiao Tong University; National Center for Stomatology; National Clinical Research Center for Oral Diseases; Shanghai Key Laboratory of Stomatology Shanghai)

  • R. J. Bao

    (Shanghai Jiao Tong University School of Medicine)

  • M. Y. Shen

    (Shanghai Jiao Tong University School of Medicine)

  • J. J. Sun

    (Shanghai Jiao Tong University; National Center for Stomatology; National Clinical Research Center for Oral Diseases; Shanghai Key Laboratory of Stomatology Shanghai)

  • W. D. Chen

    (Ltd)

  • F. Liu

    (Shanghai Jiao Tong University School of Medicine)

  • Y. He

    (Shanghai Jiao Tong University; National Center for Stomatology; National Clinical Research Center for Oral Diseases; Shanghai Key Laboratory of Stomatology Shanghai)

Abstract

Head and neck squamous cell carcinoma is the sixth most common cancer worldwide and has high heterogeneity and unsatisfactory outcomes. To better characterize the tumor progression trajectory, we perform single-cell RNA sequencing of normal tissue, precancerous tissue, early-stage, advanced-stage cancer tissue, lymph node, and recurrent tumors tissue samples. We identify the transcriptional development trajectory of malignant epithelial cells and a tumorigenic epithelial subcluster regulated by TFDP1. Furthermore, we find that the infiltration of POSTN+ fibroblasts and SPP1+ macrophages gradually increases with tumor progression; their interaction or interaction with malignant cells also gradually increase to shape the desmoplastic microenvironment and reprogram malignant cells to promote tumor progression. Additionally, we demonstrate that during lymph node metastasis, exhausted CD8+ T cells with high CXCL13 expression strongly interact with tumor cells to acquire more aggressive phenotypes of extranodal expansion. Finally, we delineate the distinct features of malignant epithelial cells in primary and recurrent tumors, providing a theoretical foundation for the precise selection of targeted therapy for tumors at different stages. In summary, the current study offers a comprehensive landscape and deep insight into epithelial and microenvironmental reprogramming throughout initiation, progression, lymph node metastasis and recurrence of head and neck squamous cell carcinoma.

Suggested Citation

  • 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.
  • Handle: RePEc:nat:natcom:v:15:y:2024:i:1:d:10.1038_s41467-024-46912-6
    DOI: 10.1038/s41467-024-46912-6
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    1. 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.
    2. Florian Mair & Jami R. Erickson & Marie Frutoso & Andrew J. Konecny & Evan Greene & Valentin Voillet & Nicholas J. Maurice & Anthony Rongvaux & Douglas Dixon & Brittany Barber & Raphael Gottardo & Mar, 2022. "Extricating human tumour immune alterations from tissue inflammation," Nature, Nature, vol. 605(7911), pages 728-735, May.
    3. Weilin Pu & Xiao Shi & Pengcheng Yu & Meiying Zhang & Zhiyan Liu & Licheng Tan & Peizhen Han & Yu Wang & Dongmei Ji & Hualei Gan & Wenjun Wei & Zhongwu Lu & Ning Qu & Jiaqian Hu & Xiaohua Hu & Zaili L, 2021. "Single-cell transcriptomic analysis of the tumor ecosystems underlying initiation and progression of papillary thyroid carcinoma," Nature Communications, Nature, vol. 12(1), pages 1-18, December.
    4. Junyue Cao & Malte Spielmann & Xiaojie Qiu & Xingfan Huang & Daniel M. Ibrahim & Andrew J. Hill & Fan Zhang & Stefan Mundlos & Lena Christiansen & Frank J. Steemers & Cole Trapnell & Jay Shendure, 2019. "The single-cell transcriptional landscape of mammalian organogenesis," Nature, Nature, vol. 566(7745), pages 496-502, February.
    5. Hong Sheng Quah & Elaine Yiqun Cao & Lisda Suteja & Constance H. Li & Hui Sun Leong & Fui Teen Chong & Shilpi Gupta & Camille Arcinas & John F. Ouyang & Vivian Ang & Teja Celhar & Yunqian Zhao & Hui C, 2023. "Single cell analysis in head and neck cancer reveals potential immune evasion mechanisms during early metastasis," Nature Communications, Nature, vol. 14(1), pages 1-19, December.
    6. Keisuke Yamamoto & Anthony Venida & Julian Yano & Douglas E. Biancur & Miwako Kakiuchi & Suprit Gupta & Albert S. W. Sohn & Subhadip Mukhopadhyay & Elaine Y. Lin & Seth J. Parker & Robert S. Banh & Jo, 2020. "Autophagy promotes immune evasion of pancreatic cancer by degrading MHC-I," Nature, Nature, vol. 581(7806), pages 100-105, May.
    7. Ji-Hye Choi & Bok-Soon Lee & Jeon Yeob Jang & Yun Sang Lee & Hyo Jeong Kim & Jin Roh & Yoo Seob Shin & Hyun Goo Woo & Chul-Ho Kim, 2023. "Single-cell transcriptome profiling of the stepwise progression of head and neck cancer," Nature Communications, Nature, vol. 14(1), pages 1-13, 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. 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.
    10. Akira Yokoi & Yusuke Yoshioka & Yusuke Yamamoto & Mitsuya Ishikawa & Shun-ichi Ikeda & Tomoyasu Kato & Tohru Kiyono & Fumitaka Takeshita & Hiroaki Kajiyama & Fumitaka Kikkawa & Takahiro Ochiya, 2017. "Malignant extracellular vesicles carrying MMP1 mRNA facilitate peritoneal dissemination in ovarian cancer," Nature Communications, Nature, vol. 8(1), pages 1-15, April.
    11. 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.
    12. Abdurrahman Elbasir & Ying Ye & Daniel E. Schäffer & Xue Hao & Jayamanna Wickramasinghe & Konstantinos Tsingas & Paul M. Lieberman & Qi Long & Quaid Morris & Rugang Zhang & Alejandro A. Schäffer & Noa, 2023. "A deep learning approach reveals unexplored landscape of viral expression in cancer," Nature Communications, Nature, vol. 14(1), pages 1-12, December.
    13. Feng Xie & Xiaoxue Zhou & Peng Su & Heyu Li & Yifei Tu & Jinjin Du & Chen Pan & Xiang Wei & Min Zheng & Ke Jin & Liyan Miao & Chao Wang & Xuli Meng & Hans Dam & Peter Dijke & Long Zhang & Fangfang Zho, 2022. "Breast cancer cell-derived extracellular vesicles promote CD8+ T cell exhaustion via TGF-β type II receptor signaling," Nature Communications, Nature, vol. 13(1), pages 1-18, December.
    14. 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.
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