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Original research
Mass cytometry-based peripheral blood analysis as a novel tool for early detection of solid tumours: a multicentre study

Authors

  • Qi Zhang Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China Zhejiang Provincial Key Laboratory of Pancreatic Disease, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China Zhejiang Clinical Research Center of Hepatobiliary and Pancreatic Diseases, Hangzhou, China The Innovation Center for the Study of Pancreatic Diseases of Zhejiang Province, Hangzhou, China Cancer Center, Zhejiang University, Hangzhou, China Alibaba Zhejiang University Joint Research Center of Future Digital Healthcare, Hangzhou, China PubMed articlesGoogle scholar articles
  • Mao Ye Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China Zhejiang Provincial Key Laboratory of Pancreatic Disease, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China PubMed articlesGoogle scholar articles
  • Cheng Lin Zhejiang Puluoting Health Technology Co Ltd, Hangzhou, China PubMed articlesGoogle scholar articles
  • Manyi Hu Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China PubMed articlesGoogle scholar articles
  • Yangyang Wang Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China PubMed articlesGoogle scholar articles
  • Yu Lou Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China Zhejiang Provincial Key Laboratory of Pancreatic Disease, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China PubMed articlesGoogle scholar articles
  • Quanming Kong Zhejiang Puluoting Health Technology Co Ltd, Hangzhou, China PubMed articlesGoogle scholar articles
  • Jungang Zhang Department of Hepatobiliary and Pancreatic Surgery and Minimally Invasive Surgery, Zhejiang Provincial People’s Hospital, Affiliated People’s Hospital, Hangzhou Medical College, Hangzhou, China PubMed articlesGoogle scholar articles
  • Junjian Li Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital, Wenzhou University School of Medicine, Wenzhou, China PubMed articlesGoogle scholar articles
  • Yuhua Zhang Department of Hepatobiliary and Pancreatic Surgery, The Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer, Chinese Academy of Sciences, Hangzhou, China PubMed articlesGoogle scholar articles
  • Tianxing Yang Department of Medical Oncology, Sanmen People’s Hospital, Taizhou, China PubMed articlesGoogle scholar articles
  • Xu Sun Department of General Surgery, Huzhou Central Hospital, Zhejiang University School of Medicine, Huzhou, China PubMed articlesGoogle scholar articles
  • Weiyun Yao Department of Surgery, Changxing People’s Hospital, Huzhou, China PubMed articlesGoogle scholar articles
  • Yongfei Hua Department of General Surgery, Ningbo Medical Center Lihuili Eastern Hospital, Ningbo, China PubMed articlesGoogle scholar articles
  • Haifeng Huang Department of General Surgery, Shengzhou People’s Hospital, Shengzhou, China PubMed articlesGoogle scholar articles
  • Minghui Xu Department of General Surgery, Haining People’s Hospital, Haining, China PubMed articlesGoogle scholar articles
  • Xiaoguang Wang Department of General Surgery, Jiaxing Second People’s Hospital, Jiaxing, China PubMed articlesGoogle scholar articles
  • Xin Yu Department of Hepatobiliary and Pancreatic Surgery, The Second Affiliated Hospital of Nanchang University, Nanchang, China PubMed articlesGoogle scholar articles
  • Weifeng Tao Department of General Surgery, Shangyu People's Hospital of Shaoxing, Shangyu, China PubMed articlesGoogle scholar articles
  • Runtian Liu Department of Hepatobiliary and Pancreatic Surgery, The Second Hospital of Hebei Medical University, Shijiazhuang, China PubMed articlesGoogle scholar articles
  • Yuming Gao Department of General Surgery, Jixi County People’s Hospital, Jixi, China PubMed articlesGoogle scholar articles
  • Tian Wang Zhejiang Puluoting Health Technology Co Ltd, Hangzhou, China PubMed articlesGoogle scholar articles
  • Jianing Wang Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China Zhejiang Provincial Key Laboratory of Pancreatic Disease, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China PubMed articlesGoogle scholar articles
  • Xiaobao Wei Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China Zhejiang Provincial Key Laboratory of Pancreatic Disease, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China PubMed articlesGoogle scholar articles
  • Jiangchao Wu Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China Zhejiang Provincial Key Laboratory of Pancreatic Disease, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China PubMed articlesGoogle scholar articles
  • Zhengping Yu Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital, Wenzhou University School of Medicine, Wenzhou, China PubMed articlesGoogle scholar articles
  • Chengwu Zhang Department of Hepatobiliary and Pancreatic Surgery and Minimally Invasive Surgery, Zhejiang Provincial People’s Hospital, Affiliated People’s Hospital, Hangzhou Medical College, Hangzhou, China PubMed articlesGoogle scholar articles
  • Chaohui Yu Department of Gastroenterology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China PubMed articlesGoogle scholar articles
  • Xueli Bai Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China Zhejiang Provincial Key Laboratory of Pancreatic Disease, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China Zhejiang Clinical Research Center of Hepatobiliary and Pancreatic Diseases, Hangzhou, China The Innovation Center for the Study of Pancreatic Diseases of Zhejiang Province, Hangzhou, China Cancer Center, Zhejiang University, Hangzhou, China PubMed articlesGoogle scholar articles
  • Tingbo Liang Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China Zhejiang Provincial Key Laboratory of Pancreatic Disease, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China Zhejiang Clinical Research Center of Hepatobiliary and Pancreatic Diseases, Hangzhou, China The Innovation Center for the Study of Pancreatic Diseases of Zhejiang Province, Hangzhou, China Cancer Center, Zhejiang University, Hangzhou, China PubMed articlesGoogle scholar articles
  1. Correspondence to Professor Tingbo Liang, Department of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, No. 79 Qingchun Road, Hangzhou 310003, China; liangtingbo{at}zju.edu.cn
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Citation

Zhang Q, Ye M, Lin C, et al
Mass cytometry-based peripheral blood analysis as a novel tool for early detection of solid tumours: a multicentre study

Publication history

  • Received March 31, 2022
  • Accepted September 8, 2022
  • First published September 16, 2022.
Online issue publication 
July 12, 2023

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