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Evolutionary route of nasopharyngeal carcinoma metastasis and its clinical significance

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  • Mei Lin

    (Sun Yat-sen University Cancer Center
    The First Affiliated Hospital of Sun Yat-Sen University
    Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine
    Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy)

  • Xiao-Long Zhang

    (Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine
    Take2 Health (Shenzhen) Limited)

  • Rui You

    (Sun Yat-sen University Cancer Center
    Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine
    Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy)

  • You-Ping Liu

    (Sun Yat-sen University Cancer Center
    Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine
    Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy)

  • Hong-Min Cai

    (South China University of Technology)

  • Li-Zhi Liu

    (Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine
    Sun Yat-sen University Cancer Center)

  • Xue-Fei Liu

    (Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine)

  • Xiong Zou

    (Sun Yat-sen University Cancer Center
    Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine
    Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy)

  • Yu-Long Xie

    (Sun Yat-sen University Cancer Center
    Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine
    Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy)

  • Ru-Hai Zou

    (Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine
    Sun Yat-sen University Cancer Center)

  • Yi-Nuan Zhang

    (Sun Yat-sen University Cancer Center
    Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine
    Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy)

  • Rui Sun

    (Sun Yat-sen University Cancer Center
    Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine
    Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy)

  • Wei-Yi Feng

    (Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine)

  • Hai-Yan Wang

    (South China Agricultural University)

  • Gui-Hua Tao

    (South China University of Technology)

  • Hao-Jiang Li

    (Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine
    Sun Yat-sen University Cancer Center)

  • Wen-Jie Huang

    (Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine
    Sun Yat-sen University Cancer Center)

  • Chao Zhang

    (Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine
    Sun Yat-sen University Cancer Center)

  • Pei-Yu Huang

    (Sun Yat-sen University Cancer Center
    Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine
    Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy)

  • Jin Wang

    (Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine
    Sun Yat-sen University Cancer Center)

  • Qi Zhao

    (Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine)

  • Qi Yang

    (Sun Yat-sen University Cancer Center
    Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine
    Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy)

  • Hong-Wan Zhang

    (Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine)

  • Ting Liu

    (Sun Yat-sen University Cancer Center
    Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine
    Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy)

  • Hui-Feng Li

    (Sun Yat-sen University Cancer Center
    Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine
    Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy)

  • Xiao-Bing Jiang

    (Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine
    Sun Yat-sen University Cancer Center)

  • Jun Tang

    (Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine
    Sun Yat-sen University Cancer Center)

  • Yang-Kui Gu

    (Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine
    Sun Yat-sen University Cancer Center)

  • Tao Yu

    (Sun Yat-sen University Cancer Center
    Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine
    Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy)

  • Zhi-Qiang Wang

    (Sun Yat-sen University Cancer Center
    Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine
    Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy)

  • Lin Feng

    (Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine)

  • Tie-Bang Kang

    (Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine)

  • Zhi-Xiang Zuo

    (Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine)

  • Ming-Yuan Chen

    (Sun Yat-sen University Cancer Center
    Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine
    Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy)

Abstract

It is critical to understand factors associated with nasopharyngeal carcinoma (NPC) metastasis. To track the evolutionary route of metastasis, here we perform an integrative genomic analysis of 163 matched blood and primary, regional lymph node metastasis and distant metastasis tumour samples, combined with single-cell RNA-seq on 11 samples from two patients. The mutation burden, gene mutation frequency, mutation signature, and copy number frequency are similar between metastatic tumours and primary and regional lymph node tumours. There are two distinct evolutionary routes of metastasis, including metastases evolved from regional lymph nodes (lymphatic route, 61.5%, 8/13) and from primary tumours (hematogenous route, 38.5%, 5/13). The hematogenous route is characterised by higher IFN-γ response gene expression and a higher fraction of exhausted CD8+ T cells. Based on a radiomics model, we find that the hematogenous group has significantly better progression-free survival and PD-1 immunotherapy response, while the lymphatic group has a better response to locoregional radiotherapy.

Suggested Citation

  • Mei Lin & Xiao-Long Zhang & Rui You & You-Ping Liu & Hong-Min Cai & Li-Zhi Liu & Xue-Fei Liu & Xiong Zou & Yu-Long Xie & Ru-Hai Zou & Yi-Nuan Zhang & Rui Sun & Wei-Yi Feng & Hai-Yan Wang & Gui-Hua Tao, 2023. "Evolutionary route of nasopharyngeal carcinoma metastasis and its clinical significance," Nature Communications, Nature, vol. 14(1), pages 1-21, December.
  • Handle: RePEc:nat:natcom:v:14:y:2023:i:1:d:10.1038_s41467-023-35995-2
    DOI: 10.1038/s41467-023-35995-2
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    as
    1. Lanqi Gong & Dora Lai-Wan Kwong & Wei Dai & Pingan Wu & Shanshan Li & Qian Yan & Yu Zhang & Baifeng Zhang & Xiaona Fang & Li Liu & Min Luo & Beilei Liu & Larry Ka-Yue Chow & Qingyun Chen & Jinlin Huan, 2021. "Comprehensive single-cell sequencing reveals the stromal dynamics and tumor-specific characteristics in the microenvironment of nasopharyngeal carcinoma," Nature Communications, Nature, vol. 12(1), pages 1-18, December.
    2. 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.
    3. Ludmil B. Alexandrov & Serena Nik-Zainal & David C. Wedge & Samuel A. J. R. Aparicio & Sam Behjati & Andrew V. Biankin & Graham R. Bignell & Niccolò Bolli & Ake Borg & Anne-Lise Børresen-Dale & Sandri, 2013. "Correction: Corrigendum: Signatures of mutational processes in human cancer," Nature, Nature, vol. 502(7470), pages 258-258, October.
    4. Michael S. Lawrence & Petar Stojanov & Paz Polak & Gregory V. Kryukov & Kristian Cibulskis & Andrey Sivachenko & Scott L. Carter & Chip Stewart & Craig H. Mermel & Steven A. Roberts & Adam Kiezun & Pe, 2013. "Mutational heterogeneity in cancer and the search for new cancer-associated genes," Nature, Nature, vol. 499(7457), pages 214-218, July.
    5. Ludmil B. Alexandrov & Serena Nik-Zainal & David C. Wedge & Samuel A. J. R. Aparicio & Sam Behjati & Andrew V. Biankin & Graham R. Bignell & Niccolò Bolli & Ake Borg & Anne-Lise Børresen-Dale & Sandri, 2013. "Signatures of mutational processes in human cancer," Nature, Nature, vol. 500(7463), pages 415-421, August.
    6. Yang Liu & Shuai He & Xi-Liang Wang & Wan Peng & Qiu-Yan Chen & Dong-Mei Chi & Jie-Rong Chen & Bo-Wei Han & Guo-Wang Lin & Yi-Qi Li & Qian-Yu Wang & Rou-Jun Peng & Pan-Pan Wei & Xiang Guo & Bo Li & Xi, 2021. "Tumour heterogeneity and intercellular networks of nasopharyngeal carcinoma at single cell resolution," Nature Communications, Nature, vol. 12(1), pages 1-18, December.
    7. Ren-Bo Ding & Ping Chen & Barani Kumar Rajendran & Xueying Lyu & Haitao Wang & Jiaolin Bao & Jianming Zeng & Wenhui Hao & Heng Sun & Ada Hang-Heng Wong & Monica Vishnu Valecha & Eun Ju Yang & Sek Man , 2021. "Molecular landscape and subtype-specific therapeutic response of nasopharyngeal carcinoma revealed by integrative pharmacogenomics," Nature Communications, Nature, vol. 12(1), pages 1-19, December.
    8. Ludmil B. Alexandrov & Jaegil Kim & Nicholas J. Haradhvala & Mi Ni Huang & Alvin Wei Tian Ng & Yang Wu & Arnoud Boot & Kyle R. Covington & Dmitry A. Gordenin & Erik N. Bergstrom & S. M. Ashiqul Islam , 2020. "The repertoire of mutational signatures in human cancer," Nature, Nature, vol. 578(7793), pages 94-101, February.
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